2021-07-07 12:12:24,445 - 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: GeForce GTX 1080 Ti 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: 0.16.0+c6b75d0 ------------------------------------------------------------ 2021-07-07 12:12:24,446 - mmaction - INFO - Distributed training: True 2021-07-07 12:12:25,334 - mmaction - INFO - Config: model = dict( type='Recognizer3D', backbone=dict( type='ResNet3dSlowFast', pretrained=None, resample_rate=8, speed_ratio=8, channel_ratio=8, slow_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=True, conv1_kernel=(1, 7, 7), dilations=(1, 1, 1, 1), conv1_stride_t=1, pool1_stride_t=1, inflate=(0, 0, 1, 1), norm_eval=False), fast_pathway=dict( type='resnet3d', depth=50, pretrained=None, lateral=False, base_channels=8, conv1_kernel=(5, 7, 7), conv1_stride_t=1, pool1_stride_t=1, norm_eval=False)), cls_head=dict( type='SlowFastHead', in_channels=2304, num_classes=400, spatial_type='avg', dropout_ratio=0.5), train_cfg=None, test_cfg=dict(average_clips='prob')) checkpoint_config = dict(interval=4) log_config = dict(interval=20, hooks=[dict(type='TextLoggerHook')]) dist_params = dict(backend='nccl') log_level = 'INFO' load_from = None resume_from = None workflow = [('train', 1)] dataset_type = 'RawframeDataset' data_root = 'data/Kinetics400/kinetics_400_train_SH36_frames' data_root_val = 'data/Kinetics400/kinetics_400_val_SH36_frames' 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' img_norm_cfg = dict( mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False) mc_cfg = dict( server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3') train_pipeline = [ dict(type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ] val_pipeline = [ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] test_pipeline = [ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg='/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ] data = dict( videos_per_gpu=8, workers_per_gpu=4, train=dict( type='RawframeDataset', ann_file='data/Kinetics400/kinetics_train_list_hd320.txt', data_prefix='data/Kinetics400/kinetics_400_train_SH36_frames', pipeline=[ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg= '/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='RandomResizedCrop'), dict(type='Resize', scale=(224, 224), keep_ratio=False), dict(type='Flip', flip_ratio=0.5), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs', 'label']) ]), val=dict( type='RawframeDataset', ann_file='data/Kinetics400/kinetics_val_list_hd320.txt', data_prefix='data/Kinetics400/kinetics_400_val_SH36_frames', pipeline=[ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=1, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg= '/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='CenterCrop', crop_size=224), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ]), test=dict( type='RawframeDataset', ann_file='data/Kinetics400/kinetics_val_list_hd320.txt', data_prefix='data/Kinetics400/kinetics_400_val_SH36_frames', pipeline=[ dict( type='SampleFrames', clip_len=32, frame_interval=2, num_clips=10, test_mode=True), dict( type='RawFrameDecode', io_backend='memcached', server_list_cfg= '/mnt/lustre/share/memcached_client/server_list.conf', client_cfg='/mnt/lustre/share/memcached_client/client.conf', sys_path='/mnt/lustre/share/pymc/py3'), dict(type='Resize', scale=(-1, 256)), dict(type='ThreeCrop', crop_size=256), dict( type='Normalize', mean=[123.675, 116.28, 103.53], std=[58.395, 57.12, 57.375], to_bgr=False), dict(type='FormatShape', input_format='NCTHW'), dict(type='Collect', keys=['imgs', 'label'], meta_keys=[]), dict(type='ToTensor', keys=['imgs']) ])) evaluation = dict( interval=5, metrics=['top_k_accuracy', 'mean_class_accuracy']) optimizer = dict(type='SGD', lr=0.1, 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=34) total_epochs = 256 work_dir = '/mnt/lustre/liguankai/work_dir/sl_16_0707' find_unused_parameters = False gpu_ids = range(0, 16) omnisource = False module_hooks = [] 2021-07-07 12:12:34,335 - mmaction - INFO - Start running, host: liguankai@SH-IDC2-172-20-21-221, work_dir: /mnt/lustre/liguankai/work_dir/sl_16_0707 2021-07-07 12:12:34,335 - mmaction - INFO - workflow: [('train', 1)], max: 256 epochs 2021-07-07 12:14:10,714 - mmaction - INFO - Epoch [1][20/1879] lr: 1.003e-02, eta: 26 days, 19:37:42, time: 4.817, data_time: 3.444, memory: 6462, top1_acc: 0.0035, top5_acc: 0.0191, loss_cls: 6.0048, loss: 6.0048, grad_norm: 2.7373 2021-07-07 12:14:27,959 - mmaction - INFO - Epoch [1][40/1879] lr: 1.005e-02, eta: 15 days, 19:14:19, time: 0.860, data_time: 0.007, memory: 6462, top1_acc: 0.0066, top5_acc: 0.0270, loss_cls: 5.9602, loss: 5.9602, grad_norm: 2.7257 2021-07-07 12:14:44,943 - mmaction - INFO - Epoch [1][60/1879] lr: 1.008e-02, eta: 12 days, 2:48:04, time: 0.853, data_time: 0.005, memory: 6462, top1_acc: 0.0082, top5_acc: 0.0344, loss_cls: 5.9261, loss: 5.9261, grad_norm: 2.7297 2021-07-07 12:15:02,112 - mmaction - INFO - Epoch [1][80/1879] lr: 1.011e-02, eta: 10 days, 6:38:28, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.0129, top5_acc: 0.0430, loss_cls: 5.8921, loss: 5.8921, grad_norm: 2.7258 2021-07-07 12:15:19,206 - mmaction - INFO - Epoch [1][100/1879] lr: 1.014e-02, eta: 9 days, 4:11:28, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.0109, top5_acc: 0.0398, loss_cls: 5.8648, loss: 5.8648, grad_norm: 2.7655 2021-07-07 12:15:36,435 - mmaction - INFO - Epoch [1][120/1879] lr: 1.017e-02, eta: 8 days, 10:37:07, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.0164, top5_acc: 0.0539, loss_cls: 5.8257, loss: 5.8257, grad_norm: 2.8102 2021-07-07 12:15:53,869 - mmaction - INFO - Epoch [1][140/1879] lr: 1.020e-02, eta: 7 days, 22:20:15, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.0156, top5_acc: 0.0539, loss_cls: 5.7742, loss: 5.7742, grad_norm: 2.8552 2021-07-07 12:16:11,216 - mmaction - INFO - Epoch [1][160/1879] lr: 1.022e-02, eta: 7 days, 13:01:07, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.0152, top5_acc: 0.0590, loss_cls: 5.7653, loss: 5.7653, grad_norm: 2.8148 2021-07-07 12:16:28,662 - mmaction - INFO - Epoch [1][180/1879] lr: 1.025e-02, eta: 7 days, 5:49:00, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0133, top5_acc: 0.0621, loss_cls: 5.7604, loss: 5.7604, grad_norm: 2.8079 2021-07-07 12:16:46,090 - mmaction - INFO - Epoch [1][200/1879] lr: 1.028e-02, eta: 7 days, 0:04:55, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.0141, top5_acc: 0.0652, loss_cls: 5.7293, loss: 5.7293, grad_norm: 2.8401 2021-07-07 12:17:03,543 - mmaction - INFO - Epoch [1][220/1879] lr: 1.031e-02, eta: 6 days, 19:24:37, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0211, top5_acc: 0.0652, loss_cls: 5.7027, loss: 5.7027, grad_norm: 2.8440 2021-07-07 12:17:20,908 - mmaction - INFO - Epoch [1][240/1879] lr: 1.034e-02, eta: 6 days, 15:26:25, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.0191, top5_acc: 0.0695, loss_cls: 5.6732, loss: 5.6732, grad_norm: 2.8622 2021-07-07 12:17:38,386 - mmaction - INFO - Epoch [1][260/1879] lr: 1.036e-02, eta: 6 days, 12:07:00, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.0223, top5_acc: 0.0664, loss_cls: 5.6738, loss: 5.6738, grad_norm: 2.8468 2021-07-07 12:17:55,866 - mmaction - INFO - Epoch [1][280/1879] lr: 1.039e-02, eta: 6 days, 9:19:03, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.0207, top5_acc: 0.0793, loss_cls: 5.6490, loss: 5.6490, grad_norm: 2.8417 2021-07-07 12:18:13,401 - mmaction - INFO - Epoch [1][300/1879] lr: 1.042e-02, eta: 6 days, 6:53:25, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.0223, top5_acc: 0.0711, loss_cls: 5.6641, loss: 5.6641, grad_norm: 2.8012 2021-07-07 12:18:30,874 - mmaction - INFO - Epoch [1][320/1879] lr: 1.045e-02, eta: 6 days, 4:45:12, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0203, top5_acc: 0.0695, loss_cls: 5.6617, loss: 5.6617, grad_norm: 2.8435 2021-07-07 12:18:48,346 - mmaction - INFO - Epoch [1][340/1879] lr: 1.048e-02, eta: 6 days, 2:51:05, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0145, top5_acc: 0.0676, loss_cls: 5.6560, loss: 5.6560, grad_norm: 2.8185 2021-07-07 12:19:05,763 - mmaction - INFO - Epoch [1][360/1879] lr: 1.051e-02, eta: 6 days, 1:09:13, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.0195, top5_acc: 0.0750, loss_cls: 5.6611, loss: 5.6611, grad_norm: 2.7728 2021-07-07 12:19:23,195 - mmaction - INFO - Epoch [1][380/1879] lr: 1.053e-02, eta: 5 days, 23:38:04, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0211, top5_acc: 0.0699, loss_cls: 5.6524, loss: 5.6524, grad_norm: 2.7850 2021-07-07 12:19:40,651 - mmaction - INFO - Epoch [1][400/1879] lr: 1.056e-02, eta: 5 days, 22:16:50, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.0262, top5_acc: 0.0805, loss_cls: 5.6188, loss: 5.6188, grad_norm: 2.7731 2021-07-07 12:19:57,949 - mmaction - INFO - Epoch [1][420/1879] lr: 1.059e-02, eta: 5 days, 20:59:02, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.0227, top5_acc: 0.0789, loss_cls: 5.6336, loss: 5.6336, grad_norm: 2.7852 2021-07-07 12:20:15,561 - mmaction - INFO - Epoch [1][440/1879] lr: 1.062e-02, eta: 5 days, 19:54:52, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.0262, top5_acc: 0.0773, loss_cls: 5.6006, loss: 5.6006, grad_norm: 2.7685 2021-07-07 12:20:33,005 - mmaction - INFO - Epoch [1][460/1879] lr: 1.065e-02, eta: 5 days, 18:53:33, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.0258, top5_acc: 0.0813, loss_cls: 5.5943, loss: 5.5943, grad_norm: 2.7575 2021-07-07 12:20:50,527 - mmaction - INFO - Epoch [1][480/1879] lr: 1.067e-02, eta: 5 days, 17:58:52, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.0211, top5_acc: 0.0750, loss_cls: 5.6007, loss: 5.6007, grad_norm: 2.7252 2021-07-07 12:21:08,070 - mmaction - INFO - Epoch [1][500/1879] lr: 1.070e-02, eta: 5 days, 17:07:51, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.0227, top5_acc: 0.0789, loss_cls: 5.6261, loss: 5.6261, grad_norm: 2.7306 2021-07-07 12:21:25,480 - mmaction - INFO - Epoch [1][520/1879] lr: 1.073e-02, eta: 5 days, 16:19:08, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.0219, top5_acc: 0.0863, loss_cls: 5.5809, loss: 5.5809, grad_norm: 2.7045 2021-07-07 12:21:42,895 - mmaction - INFO - Epoch [1][540/1879] lr: 1.076e-02, eta: 5 days, 15:34:30, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0230, top5_acc: 0.0703, loss_cls: 5.6013, loss: 5.6013, grad_norm: 2.7176 2021-07-07 12:22:00,297 - mmaction - INFO - Epoch [1][560/1879] lr: 1.079e-02, eta: 5 days, 14:52:12, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.0285, top5_acc: 0.0934, loss_cls: 5.5624, loss: 5.5624, grad_norm: 2.7320 2021-07-07 12:22:17,657 - mmaction - INFO - Epoch [1][580/1879] lr: 1.082e-02, eta: 5 days, 14:12:29, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.0195, top5_acc: 0.0727, loss_cls: 5.6188, loss: 5.6188, grad_norm: 2.7125 2021-07-07 12:22:35,120 - mmaction - INFO - Epoch [1][600/1879] lr: 1.084e-02, eta: 5 days, 13:36:39, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.0211, top5_acc: 0.0789, loss_cls: 5.5790, loss: 5.5790, grad_norm: 2.7017 2021-07-07 12:22:52,678 - mmaction - INFO - Epoch [1][620/1879] lr: 1.087e-02, eta: 5 days, 13:04:05, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.0312, top5_acc: 0.0840, loss_cls: 5.5591, loss: 5.5591, grad_norm: 2.7129 2021-07-07 12:23:10,008 - mmaction - INFO - Epoch [1][640/1879] lr: 1.090e-02, eta: 5 days, 12:31:55, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0301, top5_acc: 0.0910, loss_cls: 5.5286, loss: 5.5286, grad_norm: 2.7031 2021-07-07 12:23:27,531 - mmaction - INFO - Epoch [1][660/1879] lr: 1.093e-02, eta: 5 days, 12:02:32, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.0258, top5_acc: 0.0852, loss_cls: 5.5256, loss: 5.5256, grad_norm: 2.7071 2021-07-07 12:23:44,869 - mmaction - INFO - Epoch [1][680/1879] lr: 1.096e-02, eta: 5 days, 11:33:38, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.0250, top5_acc: 0.0961, loss_cls: 5.5000, loss: 5.5000, grad_norm: 2.6970 2021-07-07 12:24:02,427 - mmaction - INFO - Epoch [1][700/1879] lr: 1.098e-02, eta: 5 days, 11:08:25, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.0262, top5_acc: 0.0914, loss_cls: 5.5358, loss: 5.5358, grad_norm: 2.7036 2021-07-07 12:24:19,824 - mmaction - INFO - Epoch [1][720/1879] lr: 1.101e-02, eta: 5 days, 10:42:52, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.0254, top5_acc: 0.1016, loss_cls: 5.4943, loss: 5.4943, grad_norm: 2.6623 2021-07-07 12:24:37,188 - mmaction - INFO - Epoch [1][740/1879] lr: 1.104e-02, eta: 5 days, 10:18:47, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0262, top5_acc: 0.0996, loss_cls: 5.4986, loss: 5.4986, grad_norm: 2.6812 2021-07-07 12:24:54,590 - mmaction - INFO - Epoch [1][760/1879] lr: 1.107e-02, eta: 5 days, 9:55:49, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.0262, top5_acc: 0.0914, loss_cls: 5.5263, loss: 5.5263, grad_norm: 2.6471 2021-07-07 12:25:11,977 - mmaction - INFO - Epoch [1][780/1879] lr: 1.110e-02, eta: 5 days, 9:34:08, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0309, top5_acc: 0.0949, loss_cls: 5.5012, loss: 5.5012, grad_norm: 2.6519 2021-07-07 12:25:29,475 - mmaction - INFO - Epoch [1][800/1879] lr: 1.113e-02, eta: 5 days, 9:14:32, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.0309, top5_acc: 0.1027, loss_cls: 5.4822, loss: 5.4822, grad_norm: 2.6936 2021-07-07 12:25:47,036 - mmaction - INFO - Epoch [1][820/1879] lr: 1.115e-02, eta: 5 days, 8:56:12, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.0281, top5_acc: 0.0914, loss_cls: 5.5401, loss: 5.5401, grad_norm: 2.6540 2021-07-07 12:26:04,408 - mmaction - INFO - Epoch [1][840/1879] lr: 1.118e-02, eta: 5 days, 8:37:43, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0293, top5_acc: 0.0984, loss_cls: 5.5176, loss: 5.5176, grad_norm: 2.6567 2021-07-07 12:26:21,939 - mmaction - INFO - Epoch [1][860/1879] lr: 1.121e-02, eta: 5 days, 8:20:29, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.0324, top5_acc: 0.1016, loss_cls: 5.5101, loss: 5.5101, grad_norm: 2.6637 2021-07-07 12:26:39,278 - mmaction - INFO - Epoch [1][880/1879] lr: 1.124e-02, eta: 5 days, 8:02:55, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.0281, top5_acc: 0.1004, loss_cls: 5.4689, loss: 5.4689, grad_norm: 2.6380 2021-07-07 12:26:56,807 - mmaction - INFO - Epoch [1][900/1879] lr: 1.127e-02, eta: 5 days, 7:47:30, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.0340, top5_acc: 0.1129, loss_cls: 5.4756, loss: 5.4756, grad_norm: 2.6252 2021-07-07 12:27:14,267 - mmaction - INFO - Epoch [1][920/1879] lr: 1.129e-02, eta: 5 days, 7:32:40, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.0316, top5_acc: 0.1004, loss_cls: 5.4696, loss: 5.4696, grad_norm: 2.6689 2021-07-07 12:27:31,769 - mmaction - INFO - Epoch [1][940/1879] lr: 1.132e-02, eta: 5 days, 7:18:14, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0320, top5_acc: 0.1094, loss_cls: 5.4553, loss: 5.4553, grad_norm: 2.6372 2021-07-07 12:27:49,200 - mmaction - INFO - Epoch [1][960/1879] lr: 1.135e-02, eta: 5 days, 7:04:14, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0293, top5_acc: 0.1012, loss_cls: 5.4661, loss: 5.4661, grad_norm: 2.6532 2021-07-07 12:28:06,722 - mmaction - INFO - Epoch [1][980/1879] lr: 1.138e-02, eta: 5 days, 6:51:22, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.0402, top5_acc: 0.1164, loss_cls: 5.4503, loss: 5.4503, grad_norm: 2.6813 2021-07-07 12:28:24,092 - mmaction - INFO - Epoch [1][1000/1879] lr: 1.141e-02, eta: 5 days, 6:38:03, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.0266, top5_acc: 0.1035, loss_cls: 5.4721, loss: 5.4721, grad_norm: 2.6311 2021-07-07 12:28:41,592 - mmaction - INFO - Epoch [1][1020/1879] lr: 1.144e-02, eta: 5 days, 6:25:47, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0398, top5_acc: 0.1070, loss_cls: 5.4195, loss: 5.4195, grad_norm: 2.6525 2021-07-07 12:28:58,858 - mmaction - INFO - Epoch [1][1040/1879] lr: 1.146e-02, eta: 5 days, 6:12:34, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.0281, top5_acc: 0.0961, loss_cls: 5.4481, loss: 5.4481, grad_norm: 2.6490 2021-07-07 12:29:16,308 - mmaction - INFO - Epoch [1][1060/1879] lr: 1.149e-02, eta: 5 days, 6:00:46, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.0309, top5_acc: 0.1035, loss_cls: 5.4731, loss: 5.4731, grad_norm: 2.6206 2021-07-07 12:29:33,659 - mmaction - INFO - Epoch [1][1080/1879] lr: 1.152e-02, eta: 5 days, 5:49:19, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0359, top5_acc: 0.1121, loss_cls: 5.4480, loss: 5.4480, grad_norm: 2.6146 2021-07-07 12:29:51,226 - mmaction - INFO - Epoch [1][1100/1879] lr: 1.155e-02, eta: 5 days, 5:39:15, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.0344, top5_acc: 0.1047, loss_cls: 5.4519, loss: 5.4519, grad_norm: 2.6071 2021-07-07 12:30:08,700 - mmaction - INFO - Epoch [1][1120/1879] lr: 1.158e-02, eta: 5 days, 5:29:10, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.0301, top5_acc: 0.1047, loss_cls: 5.4323, loss: 5.4323, grad_norm: 2.5987 2021-07-07 12:30:26,039 - mmaction - INFO - Epoch [1][1140/1879] lr: 1.160e-02, eta: 5 days, 5:18:38, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.0320, top5_acc: 0.1180, loss_cls: 5.4394, loss: 5.4394, grad_norm: 2.5945 2021-07-07 12:30:43,426 - mmaction - INFO - Epoch [1][1160/1879] lr: 1.163e-02, eta: 5 days, 5:08:21, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.0305, top5_acc: 0.1043, loss_cls: 5.4381, loss: 5.4381, grad_norm: 2.5744 2021-07-07 12:31:00,889 - mmaction - INFO - Epoch [1][1180/1879] lr: 1.166e-02, eta: 5 days, 4:59:10, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.0332, top5_acc: 0.1039, loss_cls: 5.4219, loss: 5.4219, grad_norm: 2.5769 2021-07-07 12:31:18,293 - mmaction - INFO - Epoch [1][1200/1879] lr: 1.169e-02, eta: 5 days, 4:49:53, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.0301, top5_acc: 0.0938, loss_cls: 5.4508, loss: 5.4508, grad_norm: 2.6051 2021-07-07 12:31:35,932 - mmaction - INFO - Epoch [1][1220/1879] lr: 1.172e-02, eta: 5 days, 4:42:22, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.0348, top5_acc: 0.1078, loss_cls: 5.4083, loss: 5.4083, grad_norm: 2.6272 2021-07-07 12:31:53,323 - mmaction - INFO - Epoch [1][1240/1879] lr: 1.175e-02, eta: 5 days, 4:33:34, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.0297, top5_acc: 0.1133, loss_cls: 5.3827, loss: 5.3827, grad_norm: 2.5688 2021-07-07 12:32:10,797 - mmaction - INFO - Epoch [1][1260/1879] lr: 1.177e-02, eta: 5 days, 4:25:05, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0336, top5_acc: 0.1121, loss_cls: 5.3652, loss: 5.3652, grad_norm: 2.5605 2021-07-07 12:32:28,106 - mmaction - INFO - Epoch [1][1280/1879] lr: 1.180e-02, eta: 5 days, 4:16:45, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.0320, top5_acc: 0.1113, loss_cls: 5.3898, loss: 5.3898, grad_norm: 2.6017 2021-07-07 12:32:45,454 - mmaction - INFO - Epoch [1][1300/1879] lr: 1.183e-02, eta: 5 days, 4:08:29, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.0371, top5_acc: 0.1191, loss_cls: 5.3830, loss: 5.3830, grad_norm: 2.5807 2021-07-07 12:33:02,930 - mmaction - INFO - Epoch [1][1320/1879] lr: 1.186e-02, eta: 5 days, 4:01:04, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.0367, top5_acc: 0.1129, loss_cls: 5.4106, loss: 5.4106, grad_norm: 2.5487 2021-07-07 12:33:20,348 - mmaction - INFO - Epoch [1][1340/1879] lr: 1.189e-02, eta: 5 days, 3:53:29, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0352, top5_acc: 0.1102, loss_cls: 5.4075, loss: 5.4075, grad_norm: 2.5847 2021-07-07 12:33:37,681 - mmaction - INFO - Epoch [1][1360/1879] lr: 1.191e-02, eta: 5 days, 3:45:47, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.0262, top5_acc: 0.1090, loss_cls: 5.4224, loss: 5.4224, grad_norm: 2.5575 2021-07-07 12:33:55,132 - mmaction - INFO - Epoch [1][1380/1879] lr: 1.194e-02, eta: 5 days, 3:38:53, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0375, top5_acc: 0.1121, loss_cls: 5.3792, loss: 5.3792, grad_norm: 2.5788 2021-07-07 12:34:12,551 - mmaction - INFO - Epoch [1][1400/1879] lr: 1.197e-02, eta: 5 days, 3:32:14, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.0336, top5_acc: 0.1156, loss_cls: 5.4052, loss: 5.4052, grad_norm: 2.5303 2021-07-07 12:34:29,927 - mmaction - INFO - Epoch [1][1420/1879] lr: 1.200e-02, eta: 5 days, 3:25:18, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.0367, top5_acc: 0.1266, loss_cls: 5.3737, loss: 5.3737, grad_norm: 2.5536 2021-07-07 12:34:47,392 - mmaction - INFO - Epoch [1][1440/1879] lr: 1.203e-02, eta: 5 days, 3:19:10, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0383, top5_acc: 0.1262, loss_cls: 5.3724, loss: 5.3724, grad_norm: 2.5613 2021-07-07 12:35:04,834 - mmaction - INFO - Epoch [1][1460/1879] lr: 1.206e-02, eta: 5 days, 3:12:59, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.0340, top5_acc: 0.1020, loss_cls: 5.4306, loss: 5.4306, grad_norm: 2.6051 2021-07-07 12:35:22,261 - mmaction - INFO - Epoch [1][1480/1879] lr: 1.208e-02, eta: 5 days, 3:06:39, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.0355, top5_acc: 0.1195, loss_cls: 5.3994, loss: 5.3994, grad_norm: 2.5254 2021-07-07 12:35:39,746 - mmaction - INFO - Epoch [1][1500/1879] lr: 1.211e-02, eta: 5 days, 3:00:55, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.0402, top5_acc: 0.1207, loss_cls: 5.4088, loss: 5.4088, grad_norm: 2.5529 2021-07-07 12:35:57,198 - mmaction - INFO - Epoch [1][1520/1879] lr: 1.214e-02, eta: 5 days, 2:55:27, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0461, top5_acc: 0.1117, loss_cls: 5.4012, loss: 5.4012, grad_norm: 2.5174 2021-07-07 12:36:14,623 - mmaction - INFO - Epoch [1][1540/1879] lr: 1.217e-02, eta: 5 days, 2:49:50, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0328, top5_acc: 0.1074, loss_cls: 5.3833, loss: 5.3833, grad_norm: 2.5370 2021-07-07 12:36:31,941 - mmaction - INFO - Epoch [1][1560/1879] lr: 1.220e-02, eta: 5 days, 2:43:51, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.0352, top5_acc: 0.1176, loss_cls: 5.3926, loss: 5.3926, grad_norm: 2.5351 2021-07-07 12:36:49,376 - mmaction - INFO - Epoch [1][1580/1879] lr: 1.222e-02, eta: 5 days, 2:38:24, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.0402, top5_acc: 0.1172, loss_cls: 5.3497, loss: 5.3497, grad_norm: 2.5330 2021-07-07 12:37:06,862 - mmaction - INFO - Epoch [1][1600/1879] lr: 1.225e-02, eta: 5 days, 2:33:19, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0473, top5_acc: 0.1293, loss_cls: 5.3514, loss: 5.3514, grad_norm: 2.5683 2021-07-07 12:37:24,104 - mmaction - INFO - Epoch [1][1620/1879] lr: 1.228e-02, eta: 5 days, 2:27:24, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.0371, top5_acc: 0.1227, loss_cls: 5.3732, loss: 5.3732, grad_norm: 2.5482 2021-07-07 12:37:41,487 - mmaction - INFO - Epoch [1][1640/1879] lr: 1.231e-02, eta: 5 days, 2:22:17, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0359, top5_acc: 0.1230, loss_cls: 5.3670, loss: 5.3670, grad_norm: 2.5272 2021-07-07 12:37:58,868 - mmaction - INFO - Epoch [1][1660/1879] lr: 1.234e-02, eta: 5 days, 2:17:04, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.0465, top5_acc: 0.1262, loss_cls: 5.3263, loss: 5.3263, grad_norm: 2.5187 2021-07-07 12:38:16,353 - mmaction - INFO - Epoch [1][1680/1879] lr: 1.237e-02, eta: 5 days, 2:12:27, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0445, top5_acc: 0.1285, loss_cls: 5.3707, loss: 5.3707, grad_norm: 2.5148 2021-07-07 12:38:33,775 - mmaction - INFO - Epoch [1][1700/1879] lr: 1.239e-02, eta: 5 days, 2:07:51, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.0410, top5_acc: 0.1215, loss_cls: 5.3552, loss: 5.3552, grad_norm: 2.5110 2021-07-07 12:38:51,371 - mmaction - INFO - Epoch [1][1720/1879] lr: 1.242e-02, eta: 5 days, 2:04:06, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.0398, top5_acc: 0.1262, loss_cls: 5.3581, loss: 5.3581, grad_norm: 2.5537 2021-07-07 12:39:08,800 - mmaction - INFO - Epoch [1][1740/1879] lr: 1.245e-02, eta: 5 days, 1:59:42, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.0391, top5_acc: 0.1230, loss_cls: 5.3607, loss: 5.3607, grad_norm: 2.5014 2021-07-07 12:39:26,336 - mmaction - INFO - Epoch [1][1760/1879] lr: 1.248e-02, eta: 5 days, 1:55:37, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0367, top5_acc: 0.1207, loss_cls: 5.3825, loss: 5.3825, grad_norm: 2.5200 2021-07-07 12:39:43,749 - mmaction - INFO - Epoch [1][1780/1879] lr: 1.251e-02, eta: 5 days, 1:51:19, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0367, top5_acc: 0.1207, loss_cls: 5.3696, loss: 5.3696, grad_norm: 2.4847 2021-07-07 12:40:01,055 - mmaction - INFO - Epoch [1][1800/1879] lr: 1.253e-02, eta: 5 days, 1:46:33, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.0305, top5_acc: 0.1168, loss_cls: 5.3775, loss: 5.3775, grad_norm: 2.4817 2021-07-07 12:40:18,548 - mmaction - INFO - Epoch [1][1820/1879] lr: 1.256e-02, eta: 5 days, 1:42:53, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.0414, top5_acc: 0.1309, loss_cls: 5.3618, loss: 5.3618, grad_norm: 2.5009 2021-07-07 12:40:36,042 - mmaction - INFO - Epoch [1][1840/1879] lr: 1.259e-02, eta: 5 days, 1:38:58, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.0352, top5_acc: 0.1227, loss_cls: 5.3518, loss: 5.3518, grad_norm: 2.5180 2021-07-07 12:40:53,448 - mmaction - INFO - Epoch [1][1860/1879] lr: 1.262e-02, eta: 5 days, 1:34:50, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.0387, top5_acc: 0.1199, loss_cls: 5.3506, loss: 5.3506, grad_norm: 2.5060 2021-07-07 12:42:44,435 - mmaction - INFO - Epoch [2][20/1879] lr: 1.267e-02, eta: 5 days, 5:28:58, time: 4.572, data_time: 3.429, memory: 6462, top1_acc: 0.0383, top5_acc: 0.1258, loss_cls: 5.3504, loss: 5.3504, grad_norm: 2.4830 2021-07-07 12:43:01,688 - mmaction - INFO - Epoch [2][40/1879] lr: 1.270e-02, eta: 5 days, 5:22:00, time: 0.863, data_time: 0.007, memory: 6462, top1_acc: 0.0457, top5_acc: 0.1316, loss_cls: 5.3138, loss: 5.3138, grad_norm: 2.4326 2021-07-07 12:43:18,817 - mmaction - INFO - Epoch [2][60/1879] lr: 1.273e-02, eta: 5 days, 5:14:37, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.0465, top5_acc: 0.1273, loss_cls: 5.3197, loss: 5.3197, grad_norm: 2.5084 2021-07-07 12:43:36,136 - mmaction - INFO - Epoch [2][80/1879] lr: 1.276e-02, eta: 5 days, 5:08:07, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.0430, top5_acc: 0.1266, loss_cls: 5.3080, loss: 5.3080, grad_norm: 2.4765 2021-07-07 12:43:53,455 - mmaction - INFO - Epoch [2][100/1879] lr: 1.279e-02, eta: 5 days, 5:02:01, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.0395, top5_acc: 0.1250, loss_cls: 5.3333, loss: 5.3333, grad_norm: 2.4541 2021-07-07 12:44:10,906 - mmaction - INFO - Epoch [2][120/1879] lr: 1.281e-02, eta: 5 days, 4:56:03, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.0363, top5_acc: 0.1137, loss_cls: 5.3133, loss: 5.3133, grad_norm: 2.4593 2021-07-07 12:44:28,320 - mmaction - INFO - Epoch [2][140/1879] lr: 1.284e-02, eta: 5 days, 4:50:34, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0473, top5_acc: 0.1285, loss_cls: 5.3395, loss: 5.3395, grad_norm: 2.4661 2021-07-07 12:44:45,791 - mmaction - INFO - Epoch [2][160/1879] lr: 1.287e-02, eta: 5 days, 4:44:59, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0430, top5_acc: 0.1371, loss_cls: 5.2859, loss: 5.2859, grad_norm: 2.4273 2021-07-07 12:45:03,281 - mmaction - INFO - Epoch [2][180/1879] lr: 1.290e-02, eta: 5 days, 4:39:52, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.0363, top5_acc: 0.1223, loss_cls: 5.3450, loss: 5.3450, grad_norm: 2.4639 2021-07-07 12:45:20,640 - mmaction - INFO - Epoch [2][200/1879] lr: 1.293e-02, eta: 5 days, 4:34:21, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.0379, top5_acc: 0.1297, loss_cls: 5.3397, loss: 5.3397, grad_norm: 2.4641 2021-07-07 12:45:38,052 - mmaction - INFO - Epoch [2][220/1879] lr: 1.296e-02, eta: 5 days, 4:29:01, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0445, top5_acc: 0.1285, loss_cls: 5.3240, loss: 5.3240, grad_norm: 2.4328 2021-07-07 12:45:55,608 - mmaction - INFO - Epoch [2][240/1879] lr: 1.298e-02, eta: 5 days, 4:24:19, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.0383, top5_acc: 0.1270, loss_cls: 5.3529, loss: 5.3529, grad_norm: 2.4507 2021-07-07 12:46:13,061 - mmaction - INFO - Epoch [2][260/1879] lr: 1.301e-02, eta: 5 days, 4:19:25, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.0387, top5_acc: 0.1285, loss_cls: 5.2989, loss: 5.2989, grad_norm: 2.4313 2021-07-07 12:46:30,703 - mmaction - INFO - Epoch [2][280/1879] lr: 1.304e-02, eta: 5 days, 4:15:05, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.0453, top5_acc: 0.1305, loss_cls: 5.2663, loss: 5.2663, grad_norm: 2.4457 2021-07-07 12:46:48,120 - mmaction - INFO - Epoch [2][300/1879] lr: 1.307e-02, eta: 5 days, 4:10:16, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.0371, top5_acc: 0.1262, loss_cls: 5.3142, loss: 5.3142, grad_norm: 2.4489 2021-07-07 12:47:05,539 - mmaction - INFO - Epoch [2][320/1879] lr: 1.310e-02, eta: 5 days, 4:05:25, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.0465, top5_acc: 0.1426, loss_cls: 5.2886, loss: 5.2886, grad_norm: 2.4463 2021-07-07 12:47:22,913 - mmaction - INFO - Epoch [2][340/1879] lr: 1.312e-02, eta: 5 days, 4:00:32, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.0410, top5_acc: 0.1234, loss_cls: 5.3424, loss: 5.3424, grad_norm: 2.4990 2021-07-07 12:47:40,302 - mmaction - INFO - Epoch [2][360/1879] lr: 1.315e-02, eta: 5 days, 3:55:32, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.0410, top5_acc: 0.1371, loss_cls: 5.3135, loss: 5.3135, grad_norm: 2.3823 2021-07-07 12:47:57,702 - mmaction - INFO - Epoch [2][380/1879] lr: 1.318e-02, eta: 5 days, 3:50:54, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0426, top5_acc: 0.1336, loss_cls: 5.3172, loss: 5.3172, grad_norm: 2.4045 2021-07-07 12:48:15,186 - mmaction - INFO - Epoch [2][400/1879] lr: 1.321e-02, eta: 5 days, 3:46:29, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0453, top5_acc: 0.1348, loss_cls: 5.3038, loss: 5.3038, grad_norm: 2.4890 2021-07-07 12:48:32,597 - mmaction - INFO - Epoch [2][420/1879] lr: 1.324e-02, eta: 5 days, 3:42:11, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.0430, top5_acc: 0.1414, loss_cls: 5.2855, loss: 5.2855, grad_norm: 2.4268 2021-07-07 12:48:50,011 - mmaction - INFO - Epoch [2][440/1879] lr: 1.327e-02, eta: 5 days, 3:37:39, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.0430, top5_acc: 0.1355, loss_cls: 5.2577, loss: 5.2577, grad_norm: 2.4351 2021-07-07 12:49:07,503 - mmaction - INFO - Epoch [2][460/1879] lr: 1.329e-02, eta: 5 days, 3:33:42, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.0453, top5_acc: 0.1406, loss_cls: 5.2491, loss: 5.2491, grad_norm: 2.4208 2021-07-07 12:49:25,019 - mmaction - INFO - Epoch [2][480/1879] lr: 1.332e-02, eta: 5 days, 3:29:45, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.0453, top5_acc: 0.1391, loss_cls: 5.2969, loss: 5.2969, grad_norm: 2.4364 2021-07-07 12:49:42,508 - mmaction - INFO - Epoch [2][500/1879] lr: 1.335e-02, eta: 5 days, 3:25:35, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.0391, top5_acc: 0.1430, loss_cls: 5.2575, loss: 5.2575, grad_norm: 2.3855 2021-07-07 12:49:59,865 - mmaction - INFO - Epoch [2][520/1879] lr: 1.338e-02, eta: 5 days, 3:21:30, time: 0.872, data_time: 0.007, memory: 6462, top1_acc: 0.0445, top5_acc: 0.1324, loss_cls: 5.2815, loss: 5.2815, grad_norm: 2.4002 2021-07-07 12:50:17,437 - mmaction - INFO - Epoch [2][540/1879] lr: 1.341e-02, eta: 5 days, 3:17:53, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.0523, top5_acc: 0.1379, loss_cls: 5.2874, loss: 5.2874, grad_norm: 2.3939 2021-07-07 12:50:34,984 - mmaction - INFO - Epoch [2][560/1879] lr: 1.343e-02, eta: 5 days, 3:14:15, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.0402, top5_acc: 0.1293, loss_cls: 5.2899, loss: 5.2899, grad_norm: 2.4022 2021-07-07 12:50:52,468 - mmaction - INFO - Epoch [2][580/1879] lr: 1.346e-02, eta: 5 days, 3:10:28, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0418, top5_acc: 0.1395, loss_cls: 5.2748, loss: 5.2748, grad_norm: 2.3823 2021-07-07 12:51:09,846 - mmaction - INFO - Epoch [2][600/1879] lr: 1.349e-02, eta: 5 days, 3:06:31, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.0406, top5_acc: 0.1336, loss_cls: 5.2958, loss: 5.2958, grad_norm: 2.4977 2021-07-07 12:51:27,313 - mmaction - INFO - Epoch [2][620/1879] lr: 1.352e-02, eta: 5 days, 3:02:52, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0422, top5_acc: 0.1313, loss_cls: 5.2966, loss: 5.2966, grad_norm: 2.3943 2021-07-07 12:51:44,788 - mmaction - INFO - Epoch [2][640/1879] lr: 1.355e-02, eta: 5 days, 2:59:19, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.0480, top5_acc: 0.1379, loss_cls: 5.2515, loss: 5.2515, grad_norm: 2.3744 2021-07-07 12:52:02,233 - mmaction - INFO - Epoch [2][660/1879] lr: 1.357e-02, eta: 5 days, 2:55:37, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0473, top5_acc: 0.1523, loss_cls: 5.2612, loss: 5.2612, grad_norm: 2.4152 2021-07-07 12:52:19,698 - mmaction - INFO - Epoch [2][680/1879] lr: 1.360e-02, eta: 5 days, 2:52:09, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.0422, top5_acc: 0.1395, loss_cls: 5.2693, loss: 5.2693, grad_norm: 2.3901 2021-07-07 12:52:37,136 - mmaction - INFO - Epoch [2][700/1879] lr: 1.363e-02, eta: 5 days, 2:48:39, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.0410, top5_acc: 0.1426, loss_cls: 5.2267, loss: 5.2267, grad_norm: 2.3445 2021-07-07 12:52:54,624 - mmaction - INFO - Epoch [2][720/1879] lr: 1.366e-02, eta: 5 days, 2:45:14, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.0488, top5_acc: 0.1344, loss_cls: 5.2704, loss: 5.2704, grad_norm: 2.3634 2021-07-07 12:53:12,077 - mmaction - INFO - Epoch [2][740/1879] lr: 1.369e-02, eta: 5 days, 2:41:47, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.0391, top5_acc: 0.1379, loss_cls: 5.2859, loss: 5.2859, grad_norm: 2.3445 2021-07-07 12:53:29,566 - mmaction - INFO - Epoch [2][760/1879] lr: 1.372e-02, eta: 5 days, 2:38:34, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0430, top5_acc: 0.1418, loss_cls: 5.2305, loss: 5.2305, grad_norm: 2.3802 2021-07-07 12:53:47,009 - mmaction - INFO - Epoch [2][780/1879] lr: 1.374e-02, eta: 5 days, 2:35:09, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.0484, top5_acc: 0.1422, loss_cls: 5.2354, loss: 5.2354, grad_norm: 2.3699 2021-07-07 12:54:04,390 - mmaction - INFO - Epoch [2][800/1879] lr: 1.377e-02, eta: 5 days, 2:31:41, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.0520, top5_acc: 0.1488, loss_cls: 5.2582, loss: 5.2582, grad_norm: 2.3879 2021-07-07 12:54:21,860 - mmaction - INFO - Epoch [2][820/1879] lr: 1.380e-02, eta: 5 days, 2:28:25, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.0437, top5_acc: 0.1410, loss_cls: 5.2792, loss: 5.2792, grad_norm: 2.3293 2021-07-07 12:54:39,312 - mmaction - INFO - Epoch [2][840/1879] lr: 1.383e-02, eta: 5 days, 2:25:18, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.0469, top5_acc: 0.1422, loss_cls: 5.2170, loss: 5.2170, grad_norm: 2.3466 2021-07-07 12:54:56,805 - mmaction - INFO - Epoch [2][860/1879] lr: 1.386e-02, eta: 5 days, 2:22:15, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0527, top5_acc: 0.1434, loss_cls: 5.1693, loss: 5.1693, grad_norm: 2.3432 2021-07-07 12:55:14,434 - mmaction - INFO - Epoch [2][880/1879] lr: 1.388e-02, eta: 5 days, 2:19:38, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.0398, top5_acc: 0.1387, loss_cls: 5.2958, loss: 5.2958, grad_norm: 2.3813 2021-07-07 12:55:31,912 - mmaction - INFO - Epoch [2][900/1879] lr: 1.391e-02, eta: 5 days, 2:16:38, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.0422, top5_acc: 0.1395, loss_cls: 5.2201, loss: 5.2201, grad_norm: 2.3122 2021-07-07 12:55:49,504 - mmaction - INFO - Epoch [2][920/1879] lr: 1.394e-02, eta: 5 days, 2:13:56, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.0402, top5_acc: 0.1465, loss_cls: 5.2411, loss: 5.2411, grad_norm: 2.3113 2021-07-07 12:56:07,069 - mmaction - INFO - Epoch [2][940/1879] lr: 1.397e-02, eta: 5 days, 2:11:13, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.0512, top5_acc: 0.1496, loss_cls: 5.2182, loss: 5.2182, grad_norm: 2.3505 2021-07-07 12:56:24,507 - mmaction - INFO - Epoch [2][960/1879] lr: 1.400e-02, eta: 5 days, 2:08:15, time: 0.872, data_time: 0.007, memory: 6462, top1_acc: 0.0531, top5_acc: 0.1512, loss_cls: 5.2081, loss: 5.2081, grad_norm: 2.3411 2021-07-07 12:56:42,026 - mmaction - INFO - Epoch [2][980/1879] lr: 1.403e-02, eta: 5 days, 2:05:38, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.0523, top5_acc: 0.1492, loss_cls: 5.1967, loss: 5.1967, grad_norm: 2.3079 2021-07-07 12:56:59,504 - mmaction - INFO - Epoch [2][1000/1879] lr: 1.405e-02, eta: 5 days, 2:02:49, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.0500, top5_acc: 0.1441, loss_cls: 5.2045, loss: 5.2045, grad_norm: 2.3411 2021-07-07 12:57:16,994 - mmaction - INFO - Epoch [2][1020/1879] lr: 1.408e-02, eta: 5 days, 2:00:03, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0484, top5_acc: 0.1375, loss_cls: 5.2488, loss: 5.2488, grad_norm: 2.3350 2021-07-07 12:57:34,534 - mmaction - INFO - Epoch [2][1040/1879] lr: 1.411e-02, eta: 5 days, 1:57:27, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.0398, top5_acc: 0.1355, loss_cls: 5.2434, loss: 5.2434, grad_norm: 2.3526 2021-07-07 12:57:52,004 - mmaction - INFO - Epoch [2][1060/1879] lr: 1.414e-02, eta: 5 days, 1:54:38, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0391, top5_acc: 0.1391, loss_cls: 5.2477, loss: 5.2477, grad_norm: 2.3082 2021-07-07 12:58:09,544 - mmaction - INFO - Epoch [2][1080/1879] lr: 1.417e-02, eta: 5 days, 1:52:13, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.0437, top5_acc: 0.1457, loss_cls: 5.2285, loss: 5.2285, grad_norm: 2.2974 2021-07-07 12:58:27,096 - mmaction - INFO - Epoch [2][1100/1879] lr: 1.419e-02, eta: 5 days, 1:49:44, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.0473, top5_acc: 0.1441, loss_cls: 5.2696, loss: 5.2696, grad_norm: 2.3562 2021-07-07 12:58:44,722 - mmaction - INFO - Epoch [2][1120/1879] lr: 1.422e-02, eta: 5 days, 1:47:34, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.0578, top5_acc: 0.1605, loss_cls: 5.2259, loss: 5.2259, grad_norm: 2.3201 2021-07-07 12:59:02,385 - mmaction - INFO - Epoch [2][1140/1879] lr: 1.425e-02, eta: 5 days, 1:45:25, time: 0.882, data_time: 0.006, memory: 6462, top1_acc: 0.0484, top5_acc: 0.1457, loss_cls: 5.2517, loss: 5.2517, grad_norm: 2.2720 2021-07-07 12:59:19,919 - mmaction - INFO - Epoch [2][1160/1879] lr: 1.428e-02, eta: 5 days, 1:43:01, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.0508, top5_acc: 0.1508, loss_cls: 5.2057, loss: 5.2057, grad_norm: 2.2767 2021-07-07 12:59:37,360 - mmaction - INFO - Epoch [2][1180/1879] lr: 1.431e-02, eta: 5 days, 1:40:23, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0465, top5_acc: 0.1527, loss_cls: 5.2030, loss: 5.2030, grad_norm: 2.3016 2021-07-07 12:59:54,978 - mmaction - INFO - Epoch [2][1200/1879] lr: 1.434e-02, eta: 5 days, 1:38:08, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.0410, top5_acc: 0.1410, loss_cls: 5.2492, loss: 5.2492, grad_norm: 2.3159 2021-07-07 13:00:12,603 - mmaction - INFO - Epoch [2][1220/1879] lr: 1.436e-02, eta: 5 days, 1:36:08, time: 0.883, data_time: 0.006, memory: 6462, top1_acc: 0.0480, top5_acc: 0.1504, loss_cls: 5.2096, loss: 5.2096, grad_norm: 2.3640 2021-07-07 13:00:29,976 - mmaction - INFO - Epoch [2][1240/1879] lr: 1.439e-02, eta: 5 days, 1:33:30, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.0414, top5_acc: 0.1453, loss_cls: 5.1818, loss: 5.1818, grad_norm: 2.2502 2021-07-07 13:00:47,652 - mmaction - INFO - Epoch [2][1260/1879] lr: 1.442e-02, eta: 5 days, 1:31:29, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.0473, top5_acc: 0.1430, loss_cls: 5.2317, loss: 5.2317, grad_norm: 2.2768 2021-07-07 13:01:05,184 - mmaction - INFO - Epoch [2][1280/1879] lr: 1.445e-02, eta: 5 days, 1:29:14, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.0473, top5_acc: 0.1297, loss_cls: 5.2867, loss: 5.2867, grad_norm: 2.2636 2021-07-07 13:01:22,701 - mmaction - INFO - Epoch [2][1300/1879] lr: 1.448e-02, eta: 5 days, 1:27:01, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.0457, top5_acc: 0.1375, loss_cls: 5.1911, loss: 5.1911, grad_norm: 2.3056 2021-07-07 13:01:40,287 - mmaction - INFO - Epoch [2][1320/1879] lr: 1.450e-02, eta: 5 days, 1:24:53, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.0453, top5_acc: 0.1457, loss_cls: 5.1957, loss: 5.1957, grad_norm: 2.3520 2021-07-07 13:01:57,818 - mmaction - INFO - Epoch [2][1340/1879] lr: 1.453e-02, eta: 5 days, 1:22:42, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.0477, top5_acc: 0.1477, loss_cls: 5.2418, loss: 5.2418, grad_norm: 2.2992 2021-07-07 13:02:15,398 - mmaction - INFO - Epoch [2][1360/1879] lr: 1.456e-02, eta: 5 days, 1:20:31, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.0480, top5_acc: 0.1500, loss_cls: 5.2083, loss: 5.2083, grad_norm: 2.2422 2021-07-07 13:02:32,820 - mmaction - INFO - Epoch [2][1380/1879] lr: 1.459e-02, eta: 5 days, 1:18:17, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0535, top5_acc: 0.1465, loss_cls: 5.2216, loss: 5.2216, grad_norm: 2.2779 2021-07-07 13:02:50,257 - mmaction - INFO - Epoch [2][1400/1879] lr: 1.462e-02, eta: 5 days, 1:15:55, time: 0.872, data_time: 0.000, memory: 6462, top1_acc: 0.0426, top5_acc: 0.1453, loss_cls: 5.2130, loss: 5.2130, grad_norm: 2.2991 2021-07-07 13:03:07,799 - mmaction - INFO - Epoch [2][1420/1879] lr: 1.465e-02, eta: 5 days, 1:13:50, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.0520, top5_acc: 0.1367, loss_cls: 5.2352, loss: 5.2352, grad_norm: 2.2953 2021-07-07 13:03:25,264 - mmaction - INFO - Epoch [2][1440/1879] lr: 1.467e-02, eta: 5 days, 1:11:28, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0496, top5_acc: 0.1453, loss_cls: 5.2350, loss: 5.2350, grad_norm: 2.2534 2021-07-07 13:03:42,561 - mmaction - INFO - Epoch [2][1460/1879] lr: 1.470e-02, eta: 5 days, 1:08:55, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.0418, top5_acc: 0.1402, loss_cls: 5.2423, loss: 5.2423, grad_norm: 2.2578 2021-07-07 13:04:00,143 - mmaction - INFO - Epoch [2][1480/1879] lr: 1.473e-02, eta: 5 days, 1:06:57, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.0523, top5_acc: 0.1402, loss_cls: 5.2053, loss: 5.2053, grad_norm: 2.2129 2021-07-07 13:04:17,661 - mmaction - INFO - Epoch [2][1500/1879] lr: 1.476e-02, eta: 5 days, 1:05:00, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.0492, top5_acc: 0.1625, loss_cls: 5.1704, loss: 5.1704, grad_norm: 2.2431 2021-07-07 13:04:35,181 - mmaction - INFO - Epoch [2][1520/1879] lr: 1.479e-02, eta: 5 days, 1:02:59, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.0527, top5_acc: 0.1523, loss_cls: 5.2094, loss: 5.2094, grad_norm: 2.2616 2021-07-07 13:04:52,712 - mmaction - INFO - Epoch [2][1540/1879] lr: 1.481e-02, eta: 5 days, 1:00:53, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.0539, top5_acc: 0.1516, loss_cls: 5.1972, loss: 5.1972, grad_norm: 2.2697 2021-07-07 13:05:10,354 - mmaction - INFO - Epoch [2][1560/1879] lr: 1.484e-02, eta: 5 days, 0:59:13, time: 0.882, data_time: 0.007, memory: 6462, top1_acc: 0.0488, top5_acc: 0.1480, loss_cls: 5.2045, loss: 5.2045, grad_norm: 2.2796 2021-07-07 13:05:27,873 - mmaction - INFO - Epoch [2][1580/1879] lr: 1.487e-02, eta: 5 days, 0:57:19, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.0496, top5_acc: 0.1430, loss_cls: 5.2190, loss: 5.2190, grad_norm: 2.2737 2021-07-07 13:05:45,353 - mmaction - INFO - Epoch [2][1600/1879] lr: 1.490e-02, eta: 5 days, 0:55:10, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.0484, top5_acc: 0.1520, loss_cls: 5.2358, loss: 5.2358, grad_norm: 2.2111 2021-07-07 13:06:02,835 - mmaction - INFO - Epoch [2][1620/1879] lr: 1.493e-02, eta: 5 days, 0:53:21, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.0445, top5_acc: 0.1453, loss_cls: 5.2250, loss: 5.2250, grad_norm: 2.2209 2021-07-07 13:06:20,503 - mmaction - INFO - Epoch [2][1640/1879] lr: 1.496e-02, eta: 5 days, 0:51:36, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.0531, top5_acc: 0.1453, loss_cls: 5.2255, loss: 5.2255, grad_norm: 2.2346 2021-07-07 13:06:37,966 - mmaction - INFO - Epoch [2][1660/1879] lr: 1.498e-02, eta: 5 days, 0:49:40, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.0555, top5_acc: 0.1535, loss_cls: 5.2069, loss: 5.2069, grad_norm: 2.2467 2021-07-07 13:06:55,520 - mmaction - INFO - Epoch [2][1680/1879] lr: 1.501e-02, eta: 5 days, 0:47:55, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.0461, top5_acc: 0.1520, loss_cls: 5.2018, loss: 5.2018, grad_norm: 2.2028 2021-07-07 13:07:13,094 - mmaction - INFO - Epoch [2][1700/1879] lr: 1.504e-02, eta: 5 days, 0:46:06, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.0414, top5_acc: 0.1504, loss_cls: 5.1707, loss: 5.1707, grad_norm: 2.1782 2021-07-07 13:07:30,503 - mmaction - INFO - Epoch [2][1720/1879] lr: 1.507e-02, eta: 5 days, 0:44:01, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.0445, top5_acc: 0.1430, loss_cls: 5.2279, loss: 5.2279, grad_norm: 2.2199 2021-07-07 13:07:48,036 - mmaction - INFO - Epoch [2][1740/1879] lr: 1.510e-02, eta: 5 days, 0:42:14, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.0512, top5_acc: 0.1680, loss_cls: 5.1613, loss: 5.1613, grad_norm: 2.2201 2021-07-07 13:08:05,421 - mmaction - INFO - Epoch [2][1760/1879] lr: 1.512e-02, eta: 5 days, 0:40:09, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.0582, top5_acc: 0.1582, loss_cls: 5.1839, loss: 5.1839, grad_norm: 2.1990 2021-07-07 13:08:22,886 - mmaction - INFO - Epoch [2][1780/1879] lr: 1.515e-02, eta: 5 days, 0:38:14, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0547, top5_acc: 0.1617, loss_cls: 5.1680, loss: 5.1680, grad_norm: 2.2133 2021-07-07 13:08:40,458 - mmaction - INFO - Epoch [2][1800/1879] lr: 1.518e-02, eta: 5 days, 0:36:42, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.0484, top5_acc: 0.1594, loss_cls: 5.1871, loss: 5.1871, grad_norm: 2.1815 2021-07-07 13:08:57,975 - mmaction - INFO - Epoch [2][1820/1879] lr: 1.521e-02, eta: 5 days, 0:34:49, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.0551, top5_acc: 0.1617, loss_cls: 5.1700, loss: 5.1700, grad_norm: 2.2181 2021-07-07 13:09:15,355 - mmaction - INFO - Epoch [2][1840/1879] lr: 1.524e-02, eta: 5 days, 0:32:54, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.0500, top5_acc: 0.1527, loss_cls: 5.1876, loss: 5.1876, grad_norm: 2.2308 2021-07-07 13:09:32,770 - mmaction - INFO - Epoch [2][1860/1879] lr: 1.527e-02, eta: 5 days, 0:30:52, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.0434, top5_acc: 0.1570, loss_cls: 5.1681, loss: 5.1681, grad_norm: 2.2412 2021-07-07 13:11:21,863 - mmaction - INFO - Epoch [3][20/1879] lr: 1.532e-02, eta: 5 days, 2:29:25, time: 4.602, data_time: 3.382, memory: 6462, top1_acc: 0.0563, top5_acc: 0.1570, loss_cls: 5.1515, loss: 5.1515, grad_norm: 2.2080 2021-07-07 13:11:39,039 - mmaction - INFO - Epoch [3][40/1879] lr: 1.535e-02, eta: 5 days, 2:26:15, time: 0.856, data_time: 0.007, memory: 6462, top1_acc: 0.0543, top5_acc: 0.1527, loss_cls: 5.1592, loss: 5.1592, grad_norm: 2.1947 2021-07-07 13:11:56,080 - mmaction - INFO - Epoch [3][60/1879] lr: 1.537e-02, eta: 5 days, 2:23:03, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.0508, top5_acc: 0.1523, loss_cls: 5.1769, loss: 5.1769, grad_norm: 2.2305 2021-07-07 13:12:13,390 - mmaction - INFO - Epoch [3][80/1879] lr: 1.540e-02, eta: 5 days, 2:20:19, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.0492, top5_acc: 0.1578, loss_cls: 5.1469, loss: 5.1469, grad_norm: 2.2760 2021-07-07 13:12:30,750 - mmaction - INFO - Epoch [3][100/1879] lr: 1.543e-02, eta: 5 days, 2:17:47, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.0508, top5_acc: 0.1531, loss_cls: 5.1653, loss: 5.1653, grad_norm: 2.2006 2021-07-07 13:12:48,228 - mmaction - INFO - Epoch [3][120/1879] lr: 1.546e-02, eta: 5 days, 2:15:28, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0527, top5_acc: 0.1566, loss_cls: 5.1455, loss: 5.1455, grad_norm: 2.2126 2021-07-07 13:13:05,510 - mmaction - INFO - Epoch [3][140/1879] lr: 1.549e-02, eta: 5 days, 2:12:49, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.0496, top5_acc: 0.1488, loss_cls: 5.1874, loss: 5.1874, grad_norm: 2.2180 2021-07-07 13:13:22,971 - mmaction - INFO - Epoch [3][160/1879] lr: 1.552e-02, eta: 5 days, 2:10:24, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.0563, top5_acc: 0.1703, loss_cls: 5.1168, loss: 5.1168, grad_norm: 2.1969 2021-07-07 13:13:40,374 - mmaction - INFO - Epoch [3][180/1879] lr: 1.554e-02, eta: 5 days, 2:08:03, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.0453, top5_acc: 0.1477, loss_cls: 5.1823, loss: 5.1823, grad_norm: 2.1993 2021-07-07 13:13:57,729 - mmaction - INFO - Epoch [3][200/1879] lr: 1.557e-02, eta: 5 days, 2:05:37, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.0469, top5_acc: 0.1395, loss_cls: 5.1834, loss: 5.1834, grad_norm: 2.1954 2021-07-07 13:14:15,128 - mmaction - INFO - Epoch [3][220/1879] lr: 1.560e-02, eta: 5 days, 2:03:15, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.0508, top5_acc: 0.1656, loss_cls: 5.1384, loss: 5.1384, grad_norm: 2.1893 2021-07-07 13:14:32,525 - mmaction - INFO - Epoch [3][240/1879] lr: 1.563e-02, eta: 5 days, 2:00:55, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0570, top5_acc: 0.1777, loss_cls: 5.1112, loss: 5.1112, grad_norm: 2.1830 2021-07-07 13:14:49,944 - mmaction - INFO - Epoch [3][260/1879] lr: 1.566e-02, eta: 5 days, 1:58:38, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.0484, top5_acc: 0.1570, loss_cls: 5.1757, loss: 5.1757, grad_norm: 2.1720 2021-07-07 13:15:07,383 - mmaction - INFO - Epoch [3][280/1879] lr: 1.568e-02, eta: 5 days, 1:56:28, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0512, top5_acc: 0.1586, loss_cls: 5.1608, loss: 5.1608, grad_norm: 2.2381 2021-07-07 13:15:24,856 - mmaction - INFO - Epoch [3][300/1879] lr: 1.571e-02, eta: 5 days, 1:54:13, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.0578, top5_acc: 0.1625, loss_cls: 5.1192, loss: 5.1192, grad_norm: 2.1883 2021-07-07 13:15:42,317 - mmaction - INFO - Epoch [3][320/1879] lr: 1.574e-02, eta: 5 days, 1:52:04, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.0594, top5_acc: 0.1645, loss_cls: 5.1623, loss: 5.1623, grad_norm: 2.1584 2021-07-07 13:15:59,800 - mmaction - INFO - Epoch [3][340/1879] lr: 1.577e-02, eta: 5 days, 1:50:06, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.0539, top5_acc: 0.1590, loss_cls: 5.1113, loss: 5.1113, grad_norm: 2.2270 2021-07-07 13:16:17,343 - mmaction - INFO - Epoch [3][360/1879] lr: 1.580e-02, eta: 5 days, 1:48:08, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.0574, top5_acc: 0.1691, loss_cls: 5.1411, loss: 5.1411, grad_norm: 2.1474 2021-07-07 13:16:34,826 - mmaction - INFO - Epoch [3][380/1879] lr: 1.583e-02, eta: 5 days, 1:46:03, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.0574, top5_acc: 0.1652, loss_cls: 5.0887, loss: 5.0887, grad_norm: 2.1735 2021-07-07 13:16:52,226 - mmaction - INFO - Epoch [3][400/1879] lr: 1.585e-02, eta: 5 days, 1:43:49, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.0578, top5_acc: 0.1590, loss_cls: 5.1282, loss: 5.1282, grad_norm: 2.2581 2021-07-07 13:17:09,655 - mmaction - INFO - Epoch [3][420/1879] lr: 1.588e-02, eta: 5 days, 1:41:40, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.0520, top5_acc: 0.1625, loss_cls: 5.1510, loss: 5.1510, grad_norm: 2.1641 2021-07-07 13:17:27,139 - mmaction - INFO - Epoch [3][440/1879] lr: 1.591e-02, eta: 5 days, 1:39:48, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.0512, top5_acc: 0.1578, loss_cls: 5.1520, loss: 5.1520, grad_norm: 2.1269 2021-07-07 13:17:44,767 - mmaction - INFO - Epoch [3][460/1879] lr: 1.594e-02, eta: 5 days, 1:38:02, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.0594, top5_acc: 0.1715, loss_cls: 5.1044, loss: 5.1044, grad_norm: 2.1902 2021-07-07 13:18:02,112 - mmaction - INFO - Epoch [3][480/1879] lr: 1.597e-02, eta: 5 days, 1:35:44, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.0535, top5_acc: 0.1625, loss_cls: 5.1144, loss: 5.1144, grad_norm: 2.2412 2021-07-07 13:18:19,510 - mmaction - INFO - Epoch [3][500/1879] lr: 1.599e-02, eta: 5 days, 1:33:37, time: 0.870, data_time: 0.007, memory: 6462, top1_acc: 0.0535, top5_acc: 0.1523, loss_cls: 5.1570, loss: 5.1570, grad_norm: 2.1904 2021-07-07 13:18:36,919 - mmaction - INFO - Epoch [3][520/1879] lr: 1.602e-02, eta: 5 days, 1:31:36, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0449, top5_acc: 0.1500, loss_cls: 5.1653, loss: 5.1653, grad_norm: 2.1143 2021-07-07 13:18:54,378 - mmaction - INFO - Epoch [3][540/1879] lr: 1.605e-02, eta: 5 days, 1:29:42, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.0520, top5_acc: 0.1594, loss_cls: 5.1312, loss: 5.1312, grad_norm: 2.1351 2021-07-07 13:19:11,793 - mmaction - INFO - Epoch [3][560/1879] lr: 1.608e-02, eta: 5 days, 1:27:42, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.0578, top5_acc: 0.1648, loss_cls: 5.1066, loss: 5.1066, grad_norm: 2.1208 2021-07-07 13:19:29,116 - mmaction - INFO - Epoch [3][580/1879] lr: 1.611e-02, eta: 5 days, 1:25:29, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.0613, top5_acc: 0.1625, loss_cls: 5.0949, loss: 5.0949, grad_norm: 2.1147 2021-07-07 13:19:46,610 - mmaction - INFO - Epoch [3][600/1879] lr: 1.614e-02, eta: 5 days, 1:23:35, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0512, top5_acc: 0.1652, loss_cls: 5.1068, loss: 5.1068, grad_norm: 2.1582 2021-07-07 13:20:04,010 - mmaction - INFO - Epoch [3][620/1879] lr: 1.616e-02, eta: 5 days, 1:21:38, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0605, top5_acc: 0.1664, loss_cls: 5.1033, loss: 5.1033, grad_norm: 2.1429 2021-07-07 13:20:21,411 - mmaction - INFO - Epoch [3][640/1879] lr: 1.619e-02, eta: 5 days, 1:19:37, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.0590, top5_acc: 0.1699, loss_cls: 5.1297, loss: 5.1297, grad_norm: 2.1839 2021-07-07 13:20:38,796 - mmaction - INFO - Epoch [3][660/1879] lr: 1.622e-02, eta: 5 days, 1:17:40, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.0637, top5_acc: 0.1730, loss_cls: 5.1053, loss: 5.1053, grad_norm: 2.2068 2021-07-07 13:20:56,144 - mmaction - INFO - Epoch [3][680/1879] lr: 1.625e-02, eta: 5 days, 1:15:39, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.0605, top5_acc: 0.1609, loss_cls: 5.1397, loss: 5.1397, grad_norm: 2.1852 2021-07-07 13:21:13,592 - mmaction - INFO - Epoch [3][700/1879] lr: 1.628e-02, eta: 5 days, 1:13:40, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.0547, top5_acc: 0.1555, loss_cls: 5.1327, loss: 5.1327, grad_norm: 2.1553 2021-07-07 13:21:30,967 - mmaction - INFO - Epoch [3][720/1879] lr: 1.630e-02, eta: 5 days, 1:11:44, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0645, top5_acc: 0.1664, loss_cls: 5.1451, loss: 5.1451, grad_norm: 2.1243 2021-07-07 13:21:48,387 - mmaction - INFO - Epoch [3][740/1879] lr: 1.633e-02, eta: 5 days, 1:09:50, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.0551, top5_acc: 0.1629, loss_cls: 5.1238, loss: 5.1238, grad_norm: 2.1356 2021-07-07 13:22:05,756 - mmaction - INFO - Epoch [3][760/1879] lr: 1.636e-02, eta: 5 days, 1:07:54, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.0527, top5_acc: 0.1668, loss_cls: 5.1225, loss: 5.1225, grad_norm: 2.1180 2021-07-07 13:22:23,083 - mmaction - INFO - Epoch [3][780/1879] lr: 1.639e-02, eta: 5 days, 1:05:56, time: 0.867, data_time: 0.006, memory: 6462, top1_acc: 0.0547, top5_acc: 0.1676, loss_cls: 5.0927, loss: 5.0927, grad_norm: 2.1066 2021-07-07 13:22:40,633 - mmaction - INFO - Epoch [3][800/1879] lr: 1.642e-02, eta: 5 days, 1:04:20, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.0609, top5_acc: 0.1832, loss_cls: 5.0515, loss: 5.0515, grad_norm: 2.1513 2021-07-07 13:22:58,183 - mmaction - INFO - Epoch [3][820/1879] lr: 1.645e-02, eta: 5 days, 1:02:43, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.0590, top5_acc: 0.1746, loss_cls: 5.0965, loss: 5.0965, grad_norm: 2.1624 2021-07-07 13:23:15,822 - mmaction - INFO - Epoch [3][840/1879] lr: 1.647e-02, eta: 5 days, 1:01:16, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.0551, top5_acc: 0.1672, loss_cls: 5.0946, loss: 5.0946, grad_norm: 2.1602 2021-07-07 13:23:33,258 - mmaction - INFO - Epoch [3][860/1879] lr: 1.650e-02, eta: 5 days, 0:59:31, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0656, top5_acc: 0.1863, loss_cls: 5.0653, loss: 5.0653, grad_norm: 2.1199 2021-07-07 13:23:50,641 - mmaction - INFO - Epoch [3][880/1879] lr: 1.653e-02, eta: 5 days, 0:57:40, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.0668, top5_acc: 0.1781, loss_cls: 5.0363, loss: 5.0363, grad_norm: 2.0901 2021-07-07 13:24:08,102 - mmaction - INFO - Epoch [3][900/1879] lr: 1.656e-02, eta: 5 days, 0:55:55, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0602, top5_acc: 0.1766, loss_cls: 5.1103, loss: 5.1103, grad_norm: 2.1135 2021-07-07 13:24:25,562 - mmaction - INFO - Epoch [3][920/1879] lr: 1.659e-02, eta: 5 days, 0:54:14, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.0613, top5_acc: 0.1824, loss_cls: 5.0565, loss: 5.0565, grad_norm: 2.1470 2021-07-07 13:24:43,012 - mmaction - INFO - Epoch [3][940/1879] lr: 1.661e-02, eta: 5 days, 0:52:34, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0578, top5_acc: 0.1797, loss_cls: 5.0833, loss: 5.0833, grad_norm: 2.1245 2021-07-07 13:25:00,446 - mmaction - INFO - Epoch [3][960/1879] lr: 1.664e-02, eta: 5 days, 0:50:48, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.0652, top5_acc: 0.1797, loss_cls: 5.0902, loss: 5.0902, grad_norm: 2.1239 2021-07-07 13:25:17,747 - mmaction - INFO - Epoch [3][980/1879] lr: 1.667e-02, eta: 5 days, 0:48:55, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.0590, top5_acc: 0.1691, loss_cls: 5.0927, loss: 5.0927, grad_norm: 2.0599 2021-07-07 13:25:35,135 - mmaction - INFO - Epoch [3][1000/1879] lr: 1.670e-02, eta: 5 days, 0:47:10, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0629, top5_acc: 0.1703, loss_cls: 5.1463, loss: 5.1463, grad_norm: 2.1198 2021-07-07 13:25:52,584 - mmaction - INFO - Epoch [3][1020/1879] lr: 1.673e-02, eta: 5 days, 0:45:31, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.0539, top5_acc: 0.1695, loss_cls: 5.0958, loss: 5.0958, grad_norm: 2.0896 2021-07-07 13:26:10,119 - mmaction - INFO - Epoch [3][1040/1879] lr: 1.676e-02, eta: 5 days, 0:43:59, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.0559, top5_acc: 0.1723, loss_cls: 5.0688, loss: 5.0688, grad_norm: 2.0464 2021-07-07 13:26:27,428 - mmaction - INFO - Epoch [3][1060/1879] lr: 1.678e-02, eta: 5 days, 0:42:12, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.0629, top5_acc: 0.1742, loss_cls: 5.1196, loss: 5.1196, grad_norm: 2.1004 2021-07-07 13:26:44,886 - mmaction - INFO - Epoch [3][1080/1879] lr: 1.681e-02, eta: 5 days, 0:40:31, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0563, top5_acc: 0.1703, loss_cls: 5.1133, loss: 5.1133, grad_norm: 2.0797 2021-07-07 13:27:02,345 - mmaction - INFO - Epoch [3][1100/1879] lr: 1.684e-02, eta: 5 days, 0:38:53, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.0574, top5_acc: 0.1688, loss_cls: 5.0768, loss: 5.0768, grad_norm: 2.1611 2021-07-07 13:27:19,788 - mmaction - INFO - Epoch [3][1120/1879] lr: 1.687e-02, eta: 5 days, 0:37:19, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.0543, top5_acc: 0.1684, loss_cls: 5.0870, loss: 5.0870, grad_norm: 2.0954 2021-07-07 13:27:37,264 - mmaction - INFO - Epoch [3][1140/1879] lr: 1.690e-02, eta: 5 days, 0:35:48, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0613, top5_acc: 0.1754, loss_cls: 5.0784, loss: 5.0784, grad_norm: 2.0981 2021-07-07 13:27:54,768 - mmaction - INFO - Epoch [3][1160/1879] lr: 1.692e-02, eta: 5 days, 0:34:18, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0617, top5_acc: 0.1711, loss_cls: 5.0864, loss: 5.0864, grad_norm: 2.0756 2021-07-07 13:28:12,314 - mmaction - INFO - Epoch [3][1180/1879] lr: 1.695e-02, eta: 5 days, 0:32:51, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.0566, top5_acc: 0.1797, loss_cls: 5.0684, loss: 5.0684, grad_norm: 2.0621 2021-07-07 13:28:29,674 - mmaction - INFO - Epoch [3][1200/1879] lr: 1.698e-02, eta: 5 days, 0:31:09, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.0539, top5_acc: 0.1645, loss_cls: 5.1012, loss: 5.1012, grad_norm: 2.1070 2021-07-07 13:28:47,000 - mmaction - INFO - Epoch [3][1220/1879] lr: 1.701e-02, eta: 5 days, 0:29:28, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.0578, top5_acc: 0.1664, loss_cls: 5.1053, loss: 5.1053, grad_norm: 2.1008 2021-07-07 13:29:04,684 - mmaction - INFO - Epoch [3][1240/1879] lr: 1.704e-02, eta: 5 days, 0:28:19, time: 0.885, data_time: 0.005, memory: 6462, top1_acc: 0.0547, top5_acc: 0.1723, loss_cls: 5.0692, loss: 5.0692, grad_norm: 2.0916 2021-07-07 13:29:22,140 - mmaction - INFO - Epoch [3][1260/1879] lr: 1.707e-02, eta: 5 days, 0:26:45, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.0563, top5_acc: 0.1668, loss_cls: 5.1000, loss: 5.1000, grad_norm: 2.1053 2021-07-07 13:29:39,586 - mmaction - INFO - Epoch [3][1280/1879] lr: 1.709e-02, eta: 5 days, 0:25:17, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.0578, top5_acc: 0.1730, loss_cls: 5.0828, loss: 5.0828, grad_norm: 2.1423 2021-07-07 13:29:56,985 - mmaction - INFO - Epoch [3][1300/1879] lr: 1.712e-02, eta: 5 days, 0:23:42, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.0625, top5_acc: 0.1793, loss_cls: 5.0602, loss: 5.0602, grad_norm: 2.1144 2021-07-07 13:30:14,591 - mmaction - INFO - Epoch [3][1320/1879] lr: 1.715e-02, eta: 5 days, 0:22:24, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.0566, top5_acc: 0.1742, loss_cls: 5.0562, loss: 5.0562, grad_norm: 2.0773 2021-07-07 13:30:32,004 - mmaction - INFO - Epoch [3][1340/1879] lr: 1.718e-02, eta: 5 days, 0:20:53, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0574, top5_acc: 0.1637, loss_cls: 5.0715, loss: 5.0715, grad_norm: 2.0753 2021-07-07 13:30:49,319 - mmaction - INFO - Epoch [3][1360/1879] lr: 1.721e-02, eta: 5 days, 0:19:09, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.0668, top5_acc: 0.1750, loss_cls: 5.0558, loss: 5.0558, grad_norm: 2.0457 2021-07-07 13:31:06,710 - mmaction - INFO - Epoch [3][1380/1879] lr: 1.723e-02, eta: 5 days, 0:17:38, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0762, top5_acc: 0.1914, loss_cls: 4.9825, loss: 4.9825, grad_norm: 2.0595 2021-07-07 13:31:24,217 - mmaction - INFO - Epoch [3][1400/1879] lr: 1.726e-02, eta: 5 days, 0:16:14, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0574, top5_acc: 0.1742, loss_cls: 5.0664, loss: 5.0664, grad_norm: 2.1716 2021-07-07 13:31:41,630 - mmaction - INFO - Epoch [3][1420/1879] lr: 1.729e-02, eta: 5 days, 0:14:47, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.0660, top5_acc: 0.1758, loss_cls: 5.0521, loss: 5.0521, grad_norm: 2.0865 2021-07-07 13:31:59,099 - mmaction - INFO - Epoch [3][1440/1879] lr: 1.732e-02, eta: 5 days, 0:13:19, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0563, top5_acc: 0.1605, loss_cls: 5.0891, loss: 5.0891, grad_norm: 2.0233 2021-07-07 13:32:16,463 - mmaction - INFO - Epoch [3][1460/1879] lr: 1.735e-02, eta: 5 days, 0:11:50, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.0633, top5_acc: 0.1828, loss_cls: 5.0832, loss: 5.0832, grad_norm: 2.0672 2021-07-07 13:32:33,976 - mmaction - INFO - Epoch [3][1480/1879] lr: 1.738e-02, eta: 5 days, 0:10:32, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.0656, top5_acc: 0.1957, loss_cls: 5.0299, loss: 5.0299, grad_norm: 2.0998 2021-07-07 13:32:51,689 - mmaction - INFO - Epoch [3][1500/1879] lr: 1.740e-02, eta: 5 days, 0:09:26, time: 0.883, data_time: 0.003, memory: 6462, top1_acc: 0.0543, top5_acc: 0.1664, loss_cls: 5.0631, loss: 5.0631, grad_norm: 2.0779 2021-07-07 13:33:09,262 - mmaction - INFO - Epoch [3][1520/1879] lr: 1.743e-02, eta: 5 days, 0:08:15, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.0516, top5_acc: 0.1664, loss_cls: 5.0722, loss: 5.0722, grad_norm: 2.0581 2021-07-07 13:33:26,564 - mmaction - INFO - Epoch [3][1540/1879] lr: 1.746e-02, eta: 5 days, 0:06:37, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.0691, top5_acc: 0.1711, loss_cls: 5.0767, loss: 5.0767, grad_norm: 2.2288 2021-07-07 13:33:44,144 - mmaction - INFO - Epoch [3][1560/1879] lr: 1.749e-02, eta: 5 days, 0:05:25, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.0598, top5_acc: 0.1816, loss_cls: 5.0406, loss: 5.0406, grad_norm: 2.0252 2021-07-07 13:34:01,546 - mmaction - INFO - Epoch [3][1580/1879] lr: 1.752e-02, eta: 5 days, 0:03:57, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.0629, top5_acc: 0.1816, loss_cls: 5.0348, loss: 5.0348, grad_norm: 2.0883 2021-07-07 13:34:19,034 - mmaction - INFO - Epoch [3][1600/1879] lr: 1.754e-02, eta: 5 days, 0:02:36, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0551, top5_acc: 0.1750, loss_cls: 5.0211, loss: 5.0211, grad_norm: 2.0279 2021-07-07 13:34:36,511 - mmaction - INFO - Epoch [3][1620/1879] lr: 1.757e-02, eta: 5 days, 0:01:20, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.0617, top5_acc: 0.1789, loss_cls: 5.0131, loss: 5.0131, grad_norm: 2.0766 2021-07-07 13:34:54,016 - mmaction - INFO - Epoch [3][1640/1879] lr: 1.760e-02, eta: 5 days, 0:00:02, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.0699, top5_acc: 0.1812, loss_cls: 5.0307, loss: 5.0307, grad_norm: 2.0663 2021-07-07 13:35:11,429 - mmaction - INFO - Epoch [3][1660/1879] lr: 1.763e-02, eta: 4 days, 23:58:38, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.0578, top5_acc: 0.1691, loss_cls: 5.0698, loss: 5.0698, grad_norm: 2.0105 2021-07-07 13:35:28,882 - mmaction - INFO - Epoch [3][1680/1879] lr: 1.766e-02, eta: 4 days, 23:57:19, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0551, top5_acc: 0.1695, loss_cls: 5.1040, loss: 5.1040, grad_norm: 2.0623 2021-07-07 13:35:46,332 - mmaction - INFO - Epoch [3][1700/1879] lr: 1.768e-02, eta: 4 days, 23:55:57, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.0598, top5_acc: 0.1688, loss_cls: 5.0549, loss: 5.0549, grad_norm: 1.9910 2021-07-07 13:36:03,825 - mmaction - INFO - Epoch [3][1720/1879] lr: 1.771e-02, eta: 4 days, 23:54:38, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.0527, top5_acc: 0.1809, loss_cls: 5.0504, loss: 5.0504, grad_norm: 2.0173 2021-07-07 13:36:21,048 - mmaction - INFO - Epoch [3][1740/1879] lr: 1.774e-02, eta: 4 days, 23:53:02, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.0645, top5_acc: 0.1969, loss_cls: 5.0260, loss: 5.0260, grad_norm: 2.0470 2021-07-07 13:36:38,482 - mmaction - INFO - Epoch [3][1760/1879] lr: 1.777e-02, eta: 4 days, 23:51:41, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.0656, top5_acc: 0.1902, loss_cls: 5.0086, loss: 5.0086, grad_norm: 2.0834 2021-07-07 13:36:55,757 - mmaction - INFO - Epoch [3][1780/1879] lr: 1.780e-02, eta: 4 days, 23:50:13, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.0629, top5_acc: 0.1699, loss_cls: 5.0433, loss: 5.0433, grad_norm: 2.0338 2021-07-07 13:37:13,180 - mmaction - INFO - Epoch [3][1800/1879] lr: 1.783e-02, eta: 4 days, 23:48:47, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.0715, top5_acc: 0.1840, loss_cls: 4.9920, loss: 4.9920, grad_norm: 2.0754 2021-07-07 13:37:30,645 - mmaction - INFO - Epoch [3][1820/1879] lr: 1.785e-02, eta: 4 days, 23:47:34, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.0613, top5_acc: 0.1836, loss_cls: 5.0258, loss: 5.0258, grad_norm: 2.0794 2021-07-07 13:37:48,135 - mmaction - INFO - Epoch [3][1840/1879] lr: 1.788e-02, eta: 4 days, 23:46:21, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.0648, top5_acc: 0.1852, loss_cls: 5.0225, loss: 5.0225, grad_norm: 2.1098 2021-07-07 13:38:05,492 - mmaction - INFO - Epoch [3][1860/1879] lr: 1.791e-02, eta: 4 days, 23:44:58, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.0688, top5_acc: 0.1934, loss_cls: 5.0085, loss: 5.0085, grad_norm: 2.0254 2021-07-07 13:40:12,698 - mmaction - INFO - Epoch [4][20/1879] lr: 1.796e-02, eta: 5 days, 1:28:33, time: 5.487, data_time: 4.419, memory: 6462, top1_acc: 0.0633, top5_acc: 0.1836, loss_cls: 5.0087, loss: 5.0087, grad_norm: 2.0404 2021-07-07 13:40:29,857 - mmaction - INFO - Epoch [4][40/1879] lr: 1.799e-02, eta: 5 days, 1:26:33, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.0641, top5_acc: 0.1852, loss_cls: 4.9984, loss: 4.9984, grad_norm: 2.0228 2021-07-07 13:40:47,122 - mmaction - INFO - Epoch [4][60/1879] lr: 1.802e-02, eta: 5 days, 1:24:38, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.0648, top5_acc: 0.1930, loss_cls: 5.0041, loss: 5.0041, grad_norm: 2.0071 2021-07-07 13:41:04,536 - mmaction - INFO - Epoch [4][80/1879] lr: 1.805e-02, eta: 5 days, 1:23:01, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.0676, top5_acc: 0.1848, loss_cls: 4.9782, loss: 4.9782, grad_norm: 2.0433 2021-07-07 13:41:21,923 - mmaction - INFO - Epoch [4][100/1879] lr: 1.807e-02, eta: 5 days, 1:21:21, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.0637, top5_acc: 0.1844, loss_cls: 4.9773, loss: 4.9773, grad_norm: 2.0916 2021-07-07 13:41:39,308 - mmaction - INFO - Epoch [4][120/1879] lr: 1.810e-02, eta: 5 days, 1:19:39, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.0625, top5_acc: 0.1812, loss_cls: 5.0406, loss: 5.0406, grad_norm: 2.1077 2021-07-07 13:41:56,801 - mmaction - INFO - Epoch [4][140/1879] lr: 1.813e-02, eta: 5 days, 1:18:06, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.0602, top5_acc: 0.1766, loss_cls: 5.0130, loss: 5.0130, grad_norm: 1.9788 2021-07-07 13:42:14,185 - mmaction - INFO - Epoch [4][160/1879] lr: 1.816e-02, eta: 5 days, 1:16:25, time: 0.868, data_time: 0.006, memory: 6462, top1_acc: 0.0605, top5_acc: 0.1957, loss_cls: 4.9861, loss: 4.9861, grad_norm: 2.0217 2021-07-07 13:42:31,667 - mmaction - INFO - Epoch [4][180/1879] lr: 1.819e-02, eta: 5 days, 1:14:56, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.0695, top5_acc: 0.1973, loss_cls: 4.9756, loss: 4.9756, grad_norm: 2.0394 2021-07-07 13:42:49,006 - mmaction - INFO - Epoch [4][200/1879] lr: 1.822e-02, eta: 5 days, 1:13:14, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.0664, top5_acc: 0.2008, loss_cls: 4.9583, loss: 4.9583, grad_norm: 2.0323 2021-07-07 13:43:06,450 - mmaction - INFO - Epoch [4][220/1879] lr: 1.824e-02, eta: 5 days, 1:11:43, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.0598, top5_acc: 0.1824, loss_cls: 5.0440, loss: 5.0440, grad_norm: 2.0632 2021-07-07 13:43:23,969 - mmaction - INFO - Epoch [4][240/1879] lr: 1.827e-02, eta: 5 days, 1:10:15, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.0715, top5_acc: 0.1891, loss_cls: 4.9998, loss: 4.9998, grad_norm: 2.0207 2021-07-07 13:43:41,412 - mmaction - INFO - Epoch [4][260/1879] lr: 1.830e-02, eta: 5 days, 1:08:40, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0648, top5_acc: 0.1879, loss_cls: 5.0049, loss: 5.0049, grad_norm: 2.0180 2021-07-07 13:43:58,879 - mmaction - INFO - Epoch [4][280/1879] lr: 1.833e-02, eta: 5 days, 1:07:12, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0621, top5_acc: 0.1891, loss_cls: 5.0166, loss: 5.0166, grad_norm: 1.9785 2021-07-07 13:44:16,288 - mmaction - INFO - Epoch [4][300/1879] lr: 1.836e-02, eta: 5 days, 1:05:37, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0754, top5_acc: 0.1969, loss_cls: 4.9689, loss: 4.9689, grad_norm: 2.0047 2021-07-07 13:44:33,884 - mmaction - INFO - Epoch [4][320/1879] lr: 1.838e-02, eta: 5 days, 1:04:23, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.0605, top5_acc: 0.1879, loss_cls: 5.0149, loss: 5.0149, grad_norm: 2.0596 2021-07-07 13:44:51,373 - mmaction - INFO - Epoch [4][340/1879] lr: 1.841e-02, eta: 5 days, 1:02:52, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.0672, top5_acc: 0.2004, loss_cls: 4.9778, loss: 4.9778, grad_norm: 2.0032 2021-07-07 13:45:08,930 - mmaction - INFO - Epoch [4][360/1879] lr: 1.844e-02, eta: 5 days, 1:01:31, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.0730, top5_acc: 0.1941, loss_cls: 4.9840, loss: 4.9840, grad_norm: 1.9968 2021-07-07 13:45:26,364 - mmaction - INFO - Epoch [4][380/1879] lr: 1.847e-02, eta: 5 days, 1:00:02, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.0633, top5_acc: 0.1906, loss_cls: 5.0082, loss: 5.0082, grad_norm: 1.9818 2021-07-07 13:45:43,816 - mmaction - INFO - Epoch [4][400/1879] lr: 1.850e-02, eta: 5 days, 0:58:33, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.0527, top5_acc: 0.1699, loss_cls: 5.0548, loss: 5.0548, grad_norm: 1.9931 2021-07-07 13:46:01,190 - mmaction - INFO - Epoch [4][420/1879] lr: 1.853e-02, eta: 5 days, 0:56:58, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.0629, top5_acc: 0.1902, loss_cls: 4.9950, loss: 4.9950, grad_norm: 2.0371 2021-07-07 13:46:18,555 - mmaction - INFO - Epoch [4][440/1879] lr: 1.855e-02, eta: 5 days, 0:55:26, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0719, top5_acc: 0.2012, loss_cls: 4.9899, loss: 4.9899, grad_norm: 2.0003 2021-07-07 13:46:35,963 - mmaction - INFO - Epoch [4][460/1879] lr: 1.858e-02, eta: 5 days, 0:53:55, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.0668, top5_acc: 0.1922, loss_cls: 4.9877, loss: 4.9877, grad_norm: 2.0390 2021-07-07 13:46:53,499 - mmaction - INFO - Epoch [4][480/1879] lr: 1.861e-02, eta: 5 days, 0:52:32, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.0621, top5_acc: 0.1867, loss_cls: 5.0058, loss: 5.0058, grad_norm: 2.0795 2021-07-07 13:47:10,920 - mmaction - INFO - Epoch [4][500/1879] lr: 1.864e-02, eta: 5 days, 0:51:08, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0676, top5_acc: 0.1906, loss_cls: 4.9792, loss: 4.9792, grad_norm: 1.9773 2021-07-07 13:47:28,402 - mmaction - INFO - Epoch [4][520/1879] lr: 1.867e-02, eta: 5 days, 0:49:45, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0688, top5_acc: 0.1820, loss_cls: 4.9733, loss: 4.9733, grad_norm: 1.9913 2021-07-07 13:47:45,724 - mmaction - INFO - Epoch [4][540/1879] lr: 1.869e-02, eta: 5 days, 0:48:08, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.0637, top5_acc: 0.1848, loss_cls: 4.9955, loss: 4.9955, grad_norm: 1.9691 2021-07-07 13:48:03,094 - mmaction - INFO - Epoch [4][560/1879] lr: 1.872e-02, eta: 5 days, 0:46:39, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0609, top5_acc: 0.1918, loss_cls: 4.9739, loss: 4.9739, grad_norm: 2.0117 2021-07-07 13:48:20,511 - mmaction - INFO - Epoch [4][580/1879] lr: 1.875e-02, eta: 5 days, 0:45:10, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.0629, top5_acc: 0.1906, loss_cls: 4.9748, loss: 4.9748, grad_norm: 2.0197 2021-07-07 13:48:37,871 - mmaction - INFO - Epoch [4][600/1879] lr: 1.878e-02, eta: 5 days, 0:43:40, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.0742, top5_acc: 0.1926, loss_cls: 4.9460, loss: 4.9460, grad_norm: 2.0086 2021-07-07 13:48:55,281 - mmaction - INFO - Epoch [4][620/1879] lr: 1.881e-02, eta: 5 days, 0:42:13, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.0715, top5_acc: 0.2117, loss_cls: 4.9044, loss: 4.9044, grad_norm: 2.0251 2021-07-07 13:49:12,571 - mmaction - INFO - Epoch [4][640/1879] lr: 1.883e-02, eta: 5 days, 0:40:37, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.0672, top5_acc: 0.1844, loss_cls: 4.9705, loss: 4.9705, grad_norm: 2.0634 2021-07-07 13:49:30,137 - mmaction - INFO - Epoch [4][660/1879] lr: 1.886e-02, eta: 5 days, 0:39:26, time: 0.880, data_time: 0.007, memory: 6462, top1_acc: 0.0664, top5_acc: 0.1910, loss_cls: 4.9912, loss: 4.9912, grad_norm: 2.0001 2021-07-07 13:49:47,450 - mmaction - INFO - Epoch [4][680/1879] lr: 1.889e-02, eta: 5 days, 0:37:51, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.0734, top5_acc: 0.1902, loss_cls: 4.9559, loss: 4.9559, grad_norm: 2.0041 2021-07-07 13:50:04,890 - mmaction - INFO - Epoch [4][700/1879] lr: 1.892e-02, eta: 5 days, 0:36:29, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.0699, top5_acc: 0.2090, loss_cls: 4.9360, loss: 4.9360, grad_norm: 2.0107 2021-07-07 13:50:22,404 - mmaction - INFO - Epoch [4][720/1879] lr: 1.895e-02, eta: 5 days, 0:35:15, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.0723, top5_acc: 0.1953, loss_cls: 4.9450, loss: 4.9450, grad_norm: 1.9833 2021-07-07 13:50:39,893 - mmaction - INFO - Epoch [4][740/1879] lr: 1.898e-02, eta: 5 days, 0:33:53, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.0715, top5_acc: 0.1922, loss_cls: 4.9892, loss: 4.9892, grad_norm: 1.9998 2021-07-07 13:50:57,387 - mmaction - INFO - Epoch [4][760/1879] lr: 1.900e-02, eta: 5 days, 0:32:37, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.0668, top5_acc: 0.1859, loss_cls: 4.9846, loss: 4.9846, grad_norm: 2.0439 2021-07-07 13:51:14,797 - mmaction - INFO - Epoch [4][780/1879] lr: 1.903e-02, eta: 5 days, 0:31:17, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0633, top5_acc: 0.1875, loss_cls: 4.9898, loss: 4.9898, grad_norm: 1.9904 2021-07-07 13:51:32,070 - mmaction - INFO - Epoch [4][800/1879] lr: 1.906e-02, eta: 5 days, 0:29:42, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.0723, top5_acc: 0.1906, loss_cls: 4.9501, loss: 4.9501, grad_norm: 1.9680 2021-07-07 13:51:49,620 - mmaction - INFO - Epoch [4][820/1879] lr: 1.909e-02, eta: 5 days, 0:28:29, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.0684, top5_acc: 0.1957, loss_cls: 4.9762, loss: 4.9762, grad_norm: 2.0002 2021-07-07 13:52:06,941 - mmaction - INFO - Epoch [4][840/1879] lr: 1.912e-02, eta: 5 days, 0:27:03, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.0750, top5_acc: 0.1988, loss_cls: 4.9437, loss: 4.9437, grad_norm: 1.9583 2021-07-07 13:52:24,396 - mmaction - INFO - Epoch [4][860/1879] lr: 1.914e-02, eta: 5 days, 0:25:43, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.0691, top5_acc: 0.1898, loss_cls: 4.9360, loss: 4.9360, grad_norm: 1.9890 2021-07-07 13:52:41,958 - mmaction - INFO - Epoch [4][880/1879] lr: 1.917e-02, eta: 5 days, 0:24:33, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.0699, top5_acc: 0.2016, loss_cls: 4.9496, loss: 4.9496, grad_norm: 1.9867 2021-07-07 13:52:59,434 - mmaction - INFO - Epoch [4][900/1879] lr: 1.920e-02, eta: 5 days, 0:23:16, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.0707, top5_acc: 0.1891, loss_cls: 4.9725, loss: 4.9725, grad_norm: 2.0156 2021-07-07 13:53:17,003 - mmaction - INFO - Epoch [4][920/1879] lr: 1.923e-02, eta: 5 days, 0:22:06, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.0672, top5_acc: 0.1969, loss_cls: 4.9739, loss: 4.9739, grad_norm: 2.0057 2021-07-07 13:53:34,367 - mmaction - INFO - Epoch [4][940/1879] lr: 1.926e-02, eta: 5 days, 0:20:47, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.0680, top5_acc: 0.1984, loss_cls: 4.9511, loss: 4.9511, grad_norm: 1.9446 2021-07-07 13:53:51,803 - mmaction - INFO - Epoch [4][960/1879] lr: 1.929e-02, eta: 5 days, 0:19:28, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0668, top5_acc: 0.1914, loss_cls: 4.9422, loss: 4.9422, grad_norm: 1.9554 2021-07-07 13:54:09,088 - mmaction - INFO - Epoch [4][980/1879] lr: 1.931e-02, eta: 5 days, 0:18:01, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.0695, top5_acc: 0.2016, loss_cls: 4.9428, loss: 4.9428, grad_norm: 1.9818 2021-07-07 13:54:26,517 - mmaction - INFO - Epoch [4][1000/1879] lr: 1.934e-02, eta: 5 days, 0:16:40, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.0664, top5_acc: 0.1891, loss_cls: 4.9788, loss: 4.9788, grad_norm: 1.9743 2021-07-07 13:54:43,899 - mmaction - INFO - Epoch [4][1020/1879] lr: 1.937e-02, eta: 5 days, 0:15:22, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0723, top5_acc: 0.1930, loss_cls: 4.9576, loss: 4.9576, grad_norm: 1.9652 2021-07-07 13:55:01,432 - mmaction - INFO - Epoch [4][1040/1879] lr: 1.940e-02, eta: 5 days, 0:14:07, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0629, top5_acc: 0.2039, loss_cls: 4.9336, loss: 4.9336, grad_norm: 1.9282 2021-07-07 13:55:18,882 - mmaction - INFO - Epoch [4][1060/1879] lr: 1.943e-02, eta: 5 days, 0:12:59, time: 0.877, data_time: 0.008, memory: 6462, top1_acc: 0.0668, top5_acc: 0.2031, loss_cls: 4.9309, loss: 4.9309, grad_norm: 1.9273 2021-07-07 13:55:36,344 - mmaction - INFO - Epoch [4][1080/1879] lr: 1.945e-02, eta: 5 days, 0:11:42, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.0734, top5_acc: 0.1895, loss_cls: 4.9562, loss: 4.9562, grad_norm: 2.0175 2021-07-07 13:55:53,908 - mmaction - INFO - Epoch [4][1100/1879] lr: 1.948e-02, eta: 5 days, 0:10:35, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.0680, top5_acc: 0.1914, loss_cls: 4.9731, loss: 4.9731, grad_norm: 1.9346 2021-07-07 13:56:11,491 - mmaction - INFO - Epoch [4][1120/1879] lr: 1.951e-02, eta: 5 days, 0:09:31, time: 0.880, data_time: 0.007, memory: 6462, top1_acc: 0.0742, top5_acc: 0.1957, loss_cls: 4.9509, loss: 4.9509, grad_norm: 1.9621 2021-07-07 13:56:28,864 - mmaction - INFO - Epoch [4][1140/1879] lr: 1.954e-02, eta: 5 days, 0:08:15, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.0672, top5_acc: 0.1996, loss_cls: 4.9170, loss: 4.9170, grad_norm: 1.9816 2021-07-07 13:56:46,269 - mmaction - INFO - Epoch [4][1160/1879] lr: 1.957e-02, eta: 5 days, 0:06:56, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.0684, top5_acc: 0.1863, loss_cls: 4.9555, loss: 4.9555, grad_norm: 1.9992 2021-07-07 13:57:03,770 - mmaction - INFO - Epoch [4][1180/1879] lr: 1.960e-02, eta: 5 days, 0:05:47, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0680, top5_acc: 0.1934, loss_cls: 4.9679, loss: 4.9679, grad_norm: 1.9830 2021-07-07 13:57:21,222 - mmaction - INFO - Epoch [4][1200/1879] lr: 1.962e-02, eta: 5 days, 0:04:35, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0703, top5_acc: 0.1988, loss_cls: 4.9526, loss: 4.9526, grad_norm: 2.0024 2021-07-07 13:57:38,657 - mmaction - INFO - Epoch [4][1220/1879] lr: 1.965e-02, eta: 5 days, 0:03:20, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.0762, top5_acc: 0.2109, loss_cls: 4.9264, loss: 4.9264, grad_norm: 1.9448 2021-07-07 13:57:56,135 - mmaction - INFO - Epoch [4][1240/1879] lr: 1.968e-02, eta: 5 days, 0:02:10, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.0762, top5_acc: 0.2219, loss_cls: 4.8773, loss: 4.8773, grad_norm: 1.9607 2021-07-07 13:58:13,593 - mmaction - INFO - Epoch [4][1260/1879] lr: 1.971e-02, eta: 5 days, 0:00:57, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0641, top5_acc: 0.1926, loss_cls: 4.9834, loss: 4.9834, grad_norm: 2.0302 2021-07-07 13:58:31,109 - mmaction - INFO - Epoch [4][1280/1879] lr: 1.974e-02, eta: 4 days, 23:59:50, time: 0.876, data_time: 0.009, memory: 6462, top1_acc: 0.0746, top5_acc: 0.2059, loss_cls: 4.9318, loss: 4.9318, grad_norm: 2.0054 2021-07-07 13:58:48,442 - mmaction - INFO - Epoch [4][1300/1879] lr: 1.976e-02, eta: 4 days, 23:58:34, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.0691, top5_acc: 0.2039, loss_cls: 4.9578, loss: 4.9578, grad_norm: 1.9333 2021-07-07 13:59:05,924 - mmaction - INFO - Epoch [4][1320/1879] lr: 1.979e-02, eta: 4 days, 23:57:25, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0707, top5_acc: 0.2035, loss_cls: 4.8962, loss: 4.8962, grad_norm: 1.9338 2021-07-07 13:59:23,354 - mmaction - INFO - Epoch [4][1340/1879] lr: 1.982e-02, eta: 4 days, 23:56:14, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.0637, top5_acc: 0.1906, loss_cls: 4.9599, loss: 4.9599, grad_norm: 1.9238 2021-07-07 13:59:40,718 - mmaction - INFO - Epoch [4][1360/1879] lr: 1.985e-02, eta: 4 days, 23:55:00, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0785, top5_acc: 0.1984, loss_cls: 4.8807, loss: 4.8807, grad_norm: 1.9441 2021-07-07 13:59:58,195 - mmaction - INFO - Epoch [4][1380/1879] lr: 1.988e-02, eta: 4 days, 23:53:49, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.0777, top5_acc: 0.2129, loss_cls: 4.8794, loss: 4.8794, grad_norm: 1.9726 2021-07-07 14:00:15,705 - mmaction - INFO - Epoch [4][1400/1879] lr: 1.991e-02, eta: 4 days, 23:52:46, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.0738, top5_acc: 0.1977, loss_cls: 4.9583, loss: 4.9583, grad_norm: 1.9856 2021-07-07 14:00:33,084 - mmaction - INFO - Epoch [4][1420/1879] lr: 1.993e-02, eta: 4 days, 23:51:33, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.0754, top5_acc: 0.2125, loss_cls: 4.8795, loss: 4.8795, grad_norm: 1.9760 2021-07-07 14:00:50,590 - mmaction - INFO - Epoch [4][1440/1879] lr: 1.996e-02, eta: 4 days, 23:50:24, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.0695, top5_acc: 0.2035, loss_cls: 4.8906, loss: 4.8906, grad_norm: 1.9964 2021-07-07 14:01:08,003 - mmaction - INFO - Epoch [4][1460/1879] lr: 1.999e-02, eta: 4 days, 23:49:16, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.0863, top5_acc: 0.2082, loss_cls: 4.8567, loss: 4.8567, grad_norm: 1.9409 2021-07-07 14:01:25,466 - mmaction - INFO - Epoch [4][1480/1879] lr: 2.002e-02, eta: 4 days, 23:48:07, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.0680, top5_acc: 0.2020, loss_cls: 4.9403, loss: 4.9403, grad_norm: 1.9695 2021-07-07 14:01:42,854 - mmaction - INFO - Epoch [4][1500/1879] lr: 2.005e-02, eta: 4 days, 23:46:55, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.0629, top5_acc: 0.2035, loss_cls: 4.9113, loss: 4.9113, grad_norm: 1.9201 2021-07-07 14:02:00,460 - mmaction - INFO - Epoch [4][1520/1879] lr: 2.007e-02, eta: 4 days, 23:45:56, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.0766, top5_acc: 0.2133, loss_cls: 4.8983, loss: 4.8983, grad_norm: 1.9574 2021-07-07 14:02:18,009 - mmaction - INFO - Epoch [4][1540/1879] lr: 2.010e-02, eta: 4 days, 23:44:55, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.0660, top5_acc: 0.2031, loss_cls: 4.9179, loss: 4.9179, grad_norm: 1.9717 2021-07-07 14:02:35,524 - mmaction - INFO - Epoch [4][1560/1879] lr: 2.013e-02, eta: 4 days, 23:43:51, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.0641, top5_acc: 0.1902, loss_cls: 4.9406, loss: 4.9406, grad_norm: 1.9243 2021-07-07 14:02:52,947 - mmaction - INFO - Epoch [4][1580/1879] lr: 2.016e-02, eta: 4 days, 23:42:43, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.0629, top5_acc: 0.1969, loss_cls: 4.9448, loss: 4.9448, grad_norm: 1.8991 2021-07-07 14:03:10,443 - mmaction - INFO - Epoch [4][1600/1879] lr: 2.019e-02, eta: 4 days, 23:41:38, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0746, top5_acc: 0.2148, loss_cls: 4.8775, loss: 4.8775, grad_norm: 1.9543 2021-07-07 14:03:28,008 - mmaction - INFO - Epoch [4][1620/1879] lr: 2.022e-02, eta: 4 days, 23:40:41, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.0707, top5_acc: 0.2020, loss_cls: 4.9421, loss: 4.9421, grad_norm: 1.9629 2021-07-07 14:03:45,447 - mmaction - INFO - Epoch [4][1640/1879] lr: 2.024e-02, eta: 4 days, 23:39:33, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.0688, top5_acc: 0.2098, loss_cls: 4.8895, loss: 4.8895, grad_norm: 1.9558 2021-07-07 14:04:02,903 - mmaction - INFO - Epoch [4][1660/1879] lr: 2.027e-02, eta: 4 days, 23:38:30, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0676, top5_acc: 0.2000, loss_cls: 4.9348, loss: 4.9348, grad_norm: 1.9831 2021-07-07 14:04:20,326 - mmaction - INFO - Epoch [4][1680/1879] lr: 2.030e-02, eta: 4 days, 23:37:19, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.0703, top5_acc: 0.2070, loss_cls: 4.9264, loss: 4.9264, grad_norm: 1.9356 2021-07-07 14:04:37,823 - mmaction - INFO - Epoch [4][1700/1879] lr: 2.033e-02, eta: 4 days, 23:36:17, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0738, top5_acc: 0.2035, loss_cls: 4.9018, loss: 4.9018, grad_norm: 1.8917 2021-07-07 14:04:55,403 - mmaction - INFO - Epoch [4][1720/1879] lr: 2.036e-02, eta: 4 days, 23:35:22, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.0828, top5_acc: 0.2281, loss_cls: 4.8773, loss: 4.8773, grad_norm: 1.9478 2021-07-07 14:05:12,905 - mmaction - INFO - Epoch [4][1740/1879] lr: 2.038e-02, eta: 4 days, 23:34:23, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.0777, top5_acc: 0.2184, loss_cls: 4.8893, loss: 4.8893, grad_norm: 1.8995 2021-07-07 14:05:30,380 - mmaction - INFO - Epoch [4][1760/1879] lr: 2.041e-02, eta: 4 days, 23:33:19, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.0867, top5_acc: 0.2137, loss_cls: 4.8824, loss: 4.8824, grad_norm: 1.9808 2021-07-07 14:05:47,764 - mmaction - INFO - Epoch [4][1780/1879] lr: 2.044e-02, eta: 4 days, 23:32:07, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.0754, top5_acc: 0.2066, loss_cls: 4.8842, loss: 4.8842, grad_norm: 1.9954 2021-07-07 14:06:05,242 - mmaction - INFO - Epoch [4][1800/1879] lr: 2.047e-02, eta: 4 days, 23:31:06, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.0750, top5_acc: 0.2164, loss_cls: 4.8833, loss: 4.8833, grad_norm: 1.8800 2021-07-07 14:06:22,638 - mmaction - INFO - Epoch [4][1820/1879] lr: 2.050e-02, eta: 4 days, 23:29:58, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.0723, top5_acc: 0.2102, loss_cls: 4.9225, loss: 4.9225, grad_norm: 1.8800 2021-07-07 14:06:40,107 - mmaction - INFO - Epoch [4][1840/1879] lr: 2.052e-02, eta: 4 days, 23:28:54, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0777, top5_acc: 0.2082, loss_cls: 4.9001, loss: 4.9001, grad_norm: 1.9010 2021-07-07 14:06:57,426 - mmaction - INFO - Epoch [4][1860/1879] lr: 2.055e-02, eta: 4 days, 23:27:45, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.0816, top5_acc: 0.2211, loss_cls: 4.8703, loss: 4.8703, grad_norm: 1.9437 2021-07-07 14:07:17,497 - mmaction - INFO - Saving checkpoint at 4 epochs 2021-07-07 14:08:53,282 - mmaction - INFO - Epoch [5][20/1879] lr: 2.060e-02, eta: 5 days, 0:29:30, time: 4.747, data_time: 3.807, memory: 6462, top1_acc: 0.0754, top5_acc: 0.2086, loss_cls: 4.8866, loss: 4.8866, grad_norm: 1.9765 2021-07-07 14:09:10,235 - mmaction - INFO - Epoch [5][40/1879] lr: 2.063e-02, eta: 5 days, 0:27:44, time: 0.847, data_time: 0.006, memory: 6462, top1_acc: 0.0746, top5_acc: 0.2094, loss_cls: 4.8616, loss: 4.8616, grad_norm: 1.9597 2021-07-07 14:09:27,283 - mmaction - INFO - Epoch [5][60/1879] lr: 2.066e-02, eta: 5 days, 0:26:09, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.0855, top5_acc: 0.2270, loss_cls: 4.8237, loss: 4.8237, grad_norm: 1.8684 2021-07-07 14:09:44,653 - mmaction - INFO - Epoch [5][80/1879] lr: 2.069e-02, eta: 5 days, 0:24:49, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.0852, top5_acc: 0.2090, loss_cls: 4.8796, loss: 4.8796, grad_norm: 1.9288 2021-07-07 14:10:02,009 - mmaction - INFO - Epoch [5][100/1879] lr: 2.072e-02, eta: 5 days, 0:23:31, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.0754, top5_acc: 0.2168, loss_cls: 4.8645, loss: 4.8645, grad_norm: 1.9616 2021-07-07 14:10:19,427 - mmaction - INFO - Epoch [5][120/1879] lr: 2.074e-02, eta: 5 days, 0:22:20, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.0672, top5_acc: 0.2113, loss_cls: 4.9194, loss: 4.9194, grad_norm: 1.9203 2021-07-07 14:10:36,869 - mmaction - INFO - Epoch [5][140/1879] lr: 2.077e-02, eta: 5 days, 0:21:08, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.0770, top5_acc: 0.2098, loss_cls: 4.8834, loss: 4.8834, grad_norm: 1.9295 2021-07-07 14:10:54,265 - mmaction - INFO - Epoch [5][160/1879] lr: 2.080e-02, eta: 5 days, 0:19:51, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.0688, top5_acc: 0.2121, loss_cls: 4.8760, loss: 4.8760, grad_norm: 1.9269 2021-07-07 14:11:11,662 - mmaction - INFO - Epoch [5][180/1879] lr: 2.083e-02, eta: 5 days, 0:18:38, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.0730, top5_acc: 0.2047, loss_cls: 4.8607, loss: 4.8607, grad_norm: 1.9117 2021-07-07 14:11:29,126 - mmaction - INFO - Epoch [5][200/1879] lr: 2.086e-02, eta: 5 days, 0:17:28, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0758, top5_acc: 0.2156, loss_cls: 4.8653, loss: 4.8653, grad_norm: 1.9794 2021-07-07 14:11:46,508 - mmaction - INFO - Epoch [5][220/1879] lr: 2.088e-02, eta: 5 days, 0:16:13, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.0859, top5_acc: 0.2094, loss_cls: 4.8561, loss: 4.8561, grad_norm: 1.9154 2021-07-07 14:12:03,915 - mmaction - INFO - Epoch [5][240/1879] lr: 2.091e-02, eta: 5 days, 0:15:02, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0727, top5_acc: 0.2152, loss_cls: 4.8673, loss: 4.8673, grad_norm: 1.9085 2021-07-07 14:12:21,407 - mmaction - INFO - Epoch [5][260/1879] lr: 2.094e-02, eta: 5 days, 0:13:52, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.0750, top5_acc: 0.2070, loss_cls: 4.9141, loss: 4.9141, grad_norm: 1.9592 2021-07-07 14:12:38,759 - mmaction - INFO - Epoch [5][280/1879] lr: 2.097e-02, eta: 5 days, 0:12:41, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.0746, top5_acc: 0.2059, loss_cls: 4.9154, loss: 4.9154, grad_norm: 1.9305 2021-07-07 14:12:56,149 - mmaction - INFO - Epoch [5][300/1879] lr: 2.100e-02, eta: 5 days, 0:11:26, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.0766, top5_acc: 0.2070, loss_cls: 4.9048, loss: 4.9048, grad_norm: 1.9195 2021-07-07 14:13:13,600 - mmaction - INFO - Epoch [5][320/1879] lr: 2.102e-02, eta: 5 days, 0:10:16, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0738, top5_acc: 0.2082, loss_cls: 4.9011, loss: 4.9011, grad_norm: 1.8780 2021-07-07 14:13:31,103 - mmaction - INFO - Epoch [5][340/1879] lr: 2.105e-02, eta: 5 days, 0:09:12, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.0750, top5_acc: 0.2160, loss_cls: 4.8583, loss: 4.8583, grad_norm: 1.8557 2021-07-07 14:13:48,397 - mmaction - INFO - Epoch [5][360/1879] lr: 2.108e-02, eta: 5 days, 0:07:56, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.0824, top5_acc: 0.2270, loss_cls: 4.8192, loss: 4.8192, grad_norm: 1.8848 2021-07-07 14:14:05,730 - mmaction - INFO - Epoch [5][380/1879] lr: 2.111e-02, eta: 5 days, 0:06:40, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.0754, top5_acc: 0.2098, loss_cls: 4.8885, loss: 4.8885, grad_norm: 1.9939 2021-07-07 14:14:23,187 - mmaction - INFO - Epoch [5][400/1879] lr: 2.114e-02, eta: 5 days, 0:05:30, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0816, top5_acc: 0.2238, loss_cls: 4.8034, loss: 4.8034, grad_norm: 1.8890 2021-07-07 14:14:40,567 - mmaction - INFO - Epoch [5][420/1879] lr: 2.117e-02, eta: 5 days, 0:04:19, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.0797, top5_acc: 0.2121, loss_cls: 4.8769, loss: 4.8769, grad_norm: 1.8751 2021-07-07 14:14:58,052 - mmaction - INFO - Epoch [5][440/1879] lr: 2.119e-02, eta: 5 days, 0:03:14, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.0828, top5_acc: 0.2184, loss_cls: 4.8523, loss: 4.8523, grad_norm: 1.8487 2021-07-07 14:15:15,448 - mmaction - INFO - Epoch [5][460/1879] lr: 2.122e-02, eta: 5 days, 0:02:02, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.0820, top5_acc: 0.2199, loss_cls: 4.8474, loss: 4.8474, grad_norm: 1.8910 2021-07-07 14:15:32,854 - mmaction - INFO - Epoch [5][480/1879] lr: 2.125e-02, eta: 5 days, 0:00:55, time: 0.872, data_time: 0.007, memory: 6462, top1_acc: 0.0758, top5_acc: 0.2246, loss_cls: 4.8223, loss: 4.8223, grad_norm: 1.9539 2021-07-07 14:15:50,213 - mmaction - INFO - Epoch [5][500/1879] lr: 2.128e-02, eta: 4 days, 23:59:44, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.0758, top5_acc: 0.2121, loss_cls: 4.8621, loss: 4.8621, grad_norm: 1.8960 2021-07-07 14:16:07,658 - mmaction - INFO - Epoch [5][520/1879] lr: 2.131e-02, eta: 4 days, 23:58:33, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.0734, top5_acc: 0.2047, loss_cls: 4.8996, loss: 4.8996, grad_norm: 1.9020 2021-07-07 14:16:25,103 - mmaction - INFO - Epoch [5][540/1879] lr: 2.133e-02, eta: 4 days, 23:57:33, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.0832, top5_acc: 0.2078, loss_cls: 4.8625, loss: 4.8625, grad_norm: 1.8819 2021-07-07 14:16:42,743 - mmaction - INFO - Epoch [5][560/1879] lr: 2.136e-02, eta: 4 days, 23:56:34, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.0836, top5_acc: 0.2137, loss_cls: 4.8436, loss: 4.8436, grad_norm: 1.8963 2021-07-07 14:17:00,306 - mmaction - INFO - Epoch [5][580/1879] lr: 2.139e-02, eta: 4 days, 23:55:33, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.0758, top5_acc: 0.2152, loss_cls: 4.8491, loss: 4.8491, grad_norm: 1.8850 2021-07-07 14:17:17,783 - mmaction - INFO - Epoch [5][600/1879] lr: 2.142e-02, eta: 4 days, 23:54:32, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.0949, top5_acc: 0.2363, loss_cls: 4.7521, loss: 4.7521, grad_norm: 1.9281 2021-07-07 14:17:35,273 - mmaction - INFO - Epoch [5][620/1879] lr: 2.145e-02, eta: 4 days, 23:53:28, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.0797, top5_acc: 0.2160, loss_cls: 4.8521, loss: 4.8521, grad_norm: 1.9195 2021-07-07 14:17:52,870 - mmaction - INFO - Epoch [5][640/1879] lr: 2.148e-02, eta: 4 days, 23:52:33, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.0813, top5_acc: 0.2230, loss_cls: 4.8058, loss: 4.8058, grad_norm: 1.9053 2021-07-07 14:18:10,367 - mmaction - INFO - Epoch [5][660/1879] lr: 2.150e-02, eta: 4 days, 23:51:31, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.0785, top5_acc: 0.2176, loss_cls: 4.8363, loss: 4.8363, grad_norm: 1.8706 2021-07-07 14:18:27,707 - mmaction - INFO - Epoch [5][680/1879] lr: 2.153e-02, eta: 4 days, 23:50:22, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.0742, top5_acc: 0.2047, loss_cls: 4.8509, loss: 4.8509, grad_norm: 1.8861 2021-07-07 14:18:45,338 - mmaction - INFO - Epoch [5][700/1879] lr: 2.156e-02, eta: 4 days, 23:49:24, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.0867, top5_acc: 0.2219, loss_cls: 4.8334, loss: 4.8334, grad_norm: 1.8850 2021-07-07 14:19:02,668 - mmaction - INFO - Epoch [5][720/1879] lr: 2.159e-02, eta: 4 days, 23:48:17, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.0754, top5_acc: 0.2168, loss_cls: 4.8504, loss: 4.8504, grad_norm: 1.9148 2021-07-07 14:19:20,182 - mmaction - INFO - Epoch [5][740/1879] lr: 2.162e-02, eta: 4 days, 23:47:14, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.0770, top5_acc: 0.2270, loss_cls: 4.8112, loss: 4.8112, grad_norm: 1.8731 2021-07-07 14:19:37,501 - mmaction - INFO - Epoch [5][760/1879] lr: 2.164e-02, eta: 4 days, 23:46:04, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.0789, top5_acc: 0.2195, loss_cls: 4.8343, loss: 4.8343, grad_norm: 1.9389 2021-07-07 14:19:54,942 - mmaction - INFO - Epoch [5][780/1879] lr: 2.167e-02, eta: 4 days, 23:45:01, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.0793, top5_acc: 0.2273, loss_cls: 4.8400, loss: 4.8400, grad_norm: 1.8863 2021-07-07 14:20:12,381 - mmaction - INFO - Epoch [5][800/1879] lr: 2.170e-02, eta: 4 days, 23:43:55, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.0703, top5_acc: 0.2086, loss_cls: 4.8624, loss: 4.8624, grad_norm: 1.9529 2021-07-07 14:20:29,842 - mmaction - INFO - Epoch [5][820/1879] lr: 2.173e-02, eta: 4 days, 23:42:55, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.0773, top5_acc: 0.2234, loss_cls: 4.8213, loss: 4.8213, grad_norm: 1.8500 2021-07-07 14:20:47,294 - mmaction - INFO - Epoch [5][840/1879] lr: 2.176e-02, eta: 4 days, 23:41:54, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0785, top5_acc: 0.2145, loss_cls: 4.8489, loss: 4.8489, grad_norm: 1.8735 2021-07-07 14:21:04,802 - mmaction - INFO - Epoch [5][860/1879] lr: 2.179e-02, eta: 4 days, 23:40:55, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0766, top5_acc: 0.2160, loss_cls: 4.8580, loss: 4.8580, grad_norm: 1.9283 2021-07-07 14:21:22,195 - mmaction - INFO - Epoch [5][880/1879] lr: 2.181e-02, eta: 4 days, 23:39:46, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.0813, top5_acc: 0.2180, loss_cls: 4.8190, loss: 4.8190, grad_norm: 1.8543 2021-07-07 14:21:39,561 - mmaction - INFO - Epoch [5][900/1879] lr: 2.184e-02, eta: 4 days, 23:38:43, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0770, top5_acc: 0.2137, loss_cls: 4.8785, loss: 4.8785, grad_norm: 1.9119 2021-07-07 14:21:57,092 - mmaction - INFO - Epoch [5][920/1879] lr: 2.187e-02, eta: 4 days, 23:37:44, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0859, top5_acc: 0.2254, loss_cls: 4.8084, loss: 4.8084, grad_norm: 1.8952 2021-07-07 14:22:14,488 - mmaction - INFO - Epoch [5][940/1879] lr: 2.190e-02, eta: 4 days, 23:36:39, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.0738, top5_acc: 0.2250, loss_cls: 4.8059, loss: 4.8059, grad_norm: 1.9470 2021-07-07 14:22:31,903 - mmaction - INFO - Epoch [5][960/1879] lr: 2.193e-02, eta: 4 days, 23:35:37, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.0859, top5_acc: 0.2270, loss_cls: 4.8209, loss: 4.8209, grad_norm: 1.9183 2021-07-07 14:22:49,355 - mmaction - INFO - Epoch [5][980/1879] lr: 2.195e-02, eta: 4 days, 23:34:35, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.0832, top5_acc: 0.2227, loss_cls: 4.8270, loss: 4.8270, grad_norm: 1.8599 2021-07-07 14:23:06,689 - mmaction - INFO - Epoch [5][1000/1879] lr: 2.198e-02, eta: 4 days, 23:33:26, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.0844, top5_acc: 0.2336, loss_cls: 4.7957, loss: 4.7957, grad_norm: 1.8829 2021-07-07 14:23:24,157 - mmaction - INFO - Epoch [5][1020/1879] lr: 2.201e-02, eta: 4 days, 23:32:29, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0730, top5_acc: 0.2129, loss_cls: 4.8311, loss: 4.8311, grad_norm: 1.8794 2021-07-07 14:23:41,472 - mmaction - INFO - Epoch [5][1040/1879] lr: 2.204e-02, eta: 4 days, 23:31:20, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.0828, top5_acc: 0.2207, loss_cls: 4.8362, loss: 4.8362, grad_norm: 1.8297 2021-07-07 14:23:58,785 - mmaction - INFO - Epoch [5][1060/1879] lr: 2.207e-02, eta: 4 days, 23:30:14, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.0816, top5_acc: 0.2227, loss_cls: 4.8207, loss: 4.8207, grad_norm: 1.8686 2021-07-07 14:24:16,150 - mmaction - INFO - Epoch [5][1080/1879] lr: 2.209e-02, eta: 4 days, 23:29:06, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.0734, top5_acc: 0.2199, loss_cls: 4.8639, loss: 4.8639, grad_norm: 1.8649 2021-07-07 14:24:33,462 - mmaction - INFO - Epoch [5][1100/1879] lr: 2.212e-02, eta: 4 days, 23:28:00, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.0820, top5_acc: 0.2211, loss_cls: 4.8120, loss: 4.8120, grad_norm: 1.8256 2021-07-07 14:24:50,904 - mmaction - INFO - Epoch [5][1120/1879] lr: 2.215e-02, eta: 4 days, 23:26:59, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.0898, top5_acc: 0.2297, loss_cls: 4.8175, loss: 4.8175, grad_norm: 1.8609 2021-07-07 14:25:08,388 - mmaction - INFO - Epoch [5][1140/1879] lr: 2.218e-02, eta: 4 days, 23:26:01, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.0793, top5_acc: 0.2234, loss_cls: 4.8007, loss: 4.8007, grad_norm: 1.9189 2021-07-07 14:25:25,664 - mmaction - INFO - Epoch [5][1160/1879] lr: 2.221e-02, eta: 4 days, 23:24:52, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.0766, top5_acc: 0.2168, loss_cls: 4.8136, loss: 4.8136, grad_norm: 1.8590 2021-07-07 14:25:43,061 - mmaction - INFO - Epoch [5][1180/1879] lr: 2.224e-02, eta: 4 days, 23:23:50, time: 0.870, data_time: 0.007, memory: 6462, top1_acc: 0.0777, top5_acc: 0.2059, loss_cls: 4.8679, loss: 4.8679, grad_norm: 1.8547 2021-07-07 14:26:00,415 - mmaction - INFO - Epoch [5][1200/1879] lr: 2.226e-02, eta: 4 days, 23:22:47, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.0820, top5_acc: 0.2238, loss_cls: 4.7976, loss: 4.7976, grad_norm: 1.8990 2021-07-07 14:26:17,956 - mmaction - INFO - Epoch [5][1220/1879] lr: 2.229e-02, eta: 4 days, 23:21:51, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.0875, top5_acc: 0.2363, loss_cls: 4.7639, loss: 4.7639, grad_norm: 1.8804 2021-07-07 14:26:35,304 - mmaction - INFO - Epoch [5][1240/1879] lr: 2.232e-02, eta: 4 days, 23:20:50, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0828, top5_acc: 0.2242, loss_cls: 4.7776, loss: 4.7776, grad_norm: 1.8665 2021-07-07 14:26:52,734 - mmaction - INFO - Epoch [5][1260/1879] lr: 2.235e-02, eta: 4 days, 23:19:49, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0730, top5_acc: 0.2250, loss_cls: 4.8216, loss: 4.8216, grad_norm: 1.9148 2021-07-07 14:27:10,162 - mmaction - INFO - Epoch [5][1280/1879] lr: 2.238e-02, eta: 4 days, 23:18:52, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.0855, top5_acc: 0.2383, loss_cls: 4.7774, loss: 4.7774, grad_norm: 1.8738 2021-07-07 14:27:27,708 - mmaction - INFO - Epoch [5][1300/1879] lr: 2.240e-02, eta: 4 days, 23:17:57, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0828, top5_acc: 0.2387, loss_cls: 4.7789, loss: 4.7789, grad_norm: 1.9641 2021-07-07 14:27:45,097 - mmaction - INFO - Epoch [5][1320/1879] lr: 2.243e-02, eta: 4 days, 23:16:59, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.0727, top5_acc: 0.2027, loss_cls: 4.8574, loss: 4.8574, grad_norm: 1.8836 2021-07-07 14:28:02,562 - mmaction - INFO - Epoch [5][1340/1879] lr: 2.246e-02, eta: 4 days, 23:16:02, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.0824, top5_acc: 0.2203, loss_cls: 4.7776, loss: 4.7776, grad_norm: 1.8067 2021-07-07 14:28:19,987 - mmaction - INFO - Epoch [5][1360/1879] lr: 2.249e-02, eta: 4 days, 23:15:00, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.0789, top5_acc: 0.2148, loss_cls: 4.8134, loss: 4.8134, grad_norm: 1.8816 2021-07-07 14:28:37,364 - mmaction - INFO - Epoch [5][1380/1879] lr: 2.252e-02, eta: 4 days, 23:14:02, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.0875, top5_acc: 0.2355, loss_cls: 4.7661, loss: 4.7661, grad_norm: 1.8486 2021-07-07 14:28:54,834 - mmaction - INFO - Epoch [5][1400/1879] lr: 2.255e-02, eta: 4 days, 23:13:03, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.0887, top5_acc: 0.2258, loss_cls: 4.8236, loss: 4.8236, grad_norm: 1.8391 2021-07-07 14:29:12,205 - mmaction - INFO - Epoch [5][1420/1879] lr: 2.257e-02, eta: 4 days, 23:12:04, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0883, top5_acc: 0.2316, loss_cls: 4.7668, loss: 4.7668, grad_norm: 1.8459 2021-07-07 14:29:29,683 - mmaction - INFO - Epoch [5][1440/1879] lr: 2.260e-02, eta: 4 days, 23:11:06, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.0809, top5_acc: 0.2199, loss_cls: 4.8290, loss: 4.8290, grad_norm: 1.8349 2021-07-07 14:29:47,191 - mmaction - INFO - Epoch [5][1460/1879] lr: 2.263e-02, eta: 4 days, 23:10:14, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.0895, top5_acc: 0.2605, loss_cls: 4.7421, loss: 4.7421, grad_norm: 1.8584 2021-07-07 14:30:04,748 - mmaction - INFO - Epoch [5][1480/1879] lr: 2.266e-02, eta: 4 days, 23:09:24, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.0781, top5_acc: 0.2223, loss_cls: 4.7759, loss: 4.7759, grad_norm: 1.8469 2021-07-07 14:30:22,152 - mmaction - INFO - Epoch [5][1500/1879] lr: 2.269e-02, eta: 4 days, 23:08:25, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.0891, top5_acc: 0.2324, loss_cls: 4.7955, loss: 4.7955, grad_norm: 1.8710 2021-07-07 14:30:39,681 - mmaction - INFO - Epoch [5][1520/1879] lr: 2.271e-02, eta: 4 days, 23:07:35, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.0891, top5_acc: 0.2305, loss_cls: 4.7686, loss: 4.7686, grad_norm: 1.9112 2021-07-07 14:30:57,083 - mmaction - INFO - Epoch [5][1540/1879] lr: 2.274e-02, eta: 4 days, 23:06:37, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.0844, top5_acc: 0.2301, loss_cls: 4.8240, loss: 4.8240, grad_norm: 1.8608 2021-07-07 14:31:14,485 - mmaction - INFO - Epoch [5][1560/1879] lr: 2.277e-02, eta: 4 days, 23:05:37, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.0859, top5_acc: 0.2320, loss_cls: 4.7904, loss: 4.7904, grad_norm: 1.8776 2021-07-07 14:31:32,060 - mmaction - INFO - Epoch [5][1580/1879] lr: 2.280e-02, eta: 4 days, 23:04:47, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.0926, top5_acc: 0.2465, loss_cls: 4.7701, loss: 4.7701, grad_norm: 1.8601 2021-07-07 14:31:49,468 - mmaction - INFO - Epoch [5][1600/1879] lr: 2.283e-02, eta: 4 days, 23:03:52, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0766, top5_acc: 0.2160, loss_cls: 4.8123, loss: 4.8123, grad_norm: 1.8674 2021-07-07 14:32:06,872 - mmaction - INFO - Epoch [5][1620/1879] lr: 2.286e-02, eta: 4 days, 23:02:55, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.0742, top5_acc: 0.2227, loss_cls: 4.7862, loss: 4.7862, grad_norm: 1.8253 2021-07-07 14:32:24,281 - mmaction - INFO - Epoch [5][1640/1879] lr: 2.288e-02, eta: 4 days, 23:01:55, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.0879, top5_acc: 0.2434, loss_cls: 4.7395, loss: 4.7395, grad_norm: 1.8728 2021-07-07 14:32:41,710 - mmaction - INFO - Epoch [5][1660/1879] lr: 2.291e-02, eta: 4 days, 23:01:01, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.0879, top5_acc: 0.2211, loss_cls: 4.8057, loss: 4.8057, grad_norm: 1.8816 2021-07-07 14:32:59,290 - mmaction - INFO - Epoch [5][1680/1879] lr: 2.294e-02, eta: 4 days, 23:00:11, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.0848, top5_acc: 0.2281, loss_cls: 4.7755, loss: 4.7755, grad_norm: 1.8245 2021-07-07 14:33:16,722 - mmaction - INFO - Epoch [5][1700/1879] lr: 2.297e-02, eta: 4 days, 22:59:17, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.0809, top5_acc: 0.2203, loss_cls: 4.8109, loss: 4.8109, grad_norm: 1.8231 2021-07-07 14:33:34,138 - mmaction - INFO - Epoch [5][1720/1879] lr: 2.300e-02, eta: 4 days, 22:58:22, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0910, top5_acc: 0.2367, loss_cls: 4.7335, loss: 4.7335, grad_norm: 1.8251 2021-07-07 14:33:51,537 - mmaction - INFO - Epoch [5][1740/1879] lr: 2.302e-02, eta: 4 days, 22:57:23, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.0891, top5_acc: 0.2359, loss_cls: 4.7304, loss: 4.7304, grad_norm: 1.8125 2021-07-07 14:34:09,013 - mmaction - INFO - Epoch [5][1760/1879] lr: 2.305e-02, eta: 4 days, 22:56:31, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0855, top5_acc: 0.2332, loss_cls: 4.7703, loss: 4.7703, grad_norm: 1.9070 2021-07-07 14:34:26,528 - mmaction - INFO - Epoch [5][1780/1879] lr: 2.308e-02, eta: 4 days, 22:55:41, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.0809, top5_acc: 0.2215, loss_cls: 4.8008, loss: 4.8008, grad_norm: 1.8897 2021-07-07 14:34:44,074 - mmaction - INFO - Epoch [5][1800/1879] lr: 2.311e-02, eta: 4 days, 22:54:53, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.0867, top5_acc: 0.2441, loss_cls: 4.7854, loss: 4.7854, grad_norm: 1.8176 2021-07-07 14:35:01,537 - mmaction - INFO - Epoch [5][1820/1879] lr: 2.314e-02, eta: 4 days, 22:53:57, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.0871, top5_acc: 0.2352, loss_cls: 4.7730, loss: 4.7730, grad_norm: 1.8931 2021-07-07 14:35:19,016 - mmaction - INFO - Epoch [5][1840/1879] lr: 2.316e-02, eta: 4 days, 22:53:06, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.0840, top5_acc: 0.2250, loss_cls: 4.8292, loss: 4.8292, grad_norm: 1.7737 2021-07-07 14:35:36,249 - mmaction - INFO - Epoch [5][1860/1879] lr: 2.319e-02, eta: 4 days, 22:52:03, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.0879, top5_acc: 0.2266, loss_cls: 4.7585, loss: 4.7585, grad_norm: 1.7912 2021-07-07 14:38:54,044 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-07 14:38:54,795 - mmaction - INFO - top1_acc 0.0987 top5_acc 0.2626 2021-07-07 14:38:54,795 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-07 14:38:54,877 - mmaction - INFO - mean_acc 0.0985 2021-07-07 14:38:56,105 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_5.pth. 2021-07-07 14:38:56,106 - mmaction - INFO - Best top1_acc is 0.0987 at 5 epoch. 2021-07-07 14:38:56,112 - mmaction - INFO - Epoch(val) [5][155] top1_acc: 0.0987, top5_acc: 0.2626, mean_class_accuracy: 0.0985 2021-07-07 14:40:25,033 - mmaction - INFO - Epoch [6][20/1879] lr: 2.324e-02, eta: 4 days, 23:36:07, time: 4.444, data_time: 3.302, memory: 6462, top1_acc: 0.0863, top5_acc: 0.2371, loss_cls: 4.7561, loss: 4.7561, grad_norm: 1.8813 2021-07-07 14:40:41,831 - mmaction - INFO - Epoch [6][40/1879] lr: 2.327e-02, eta: 4 days, 23:34:38, time: 0.842, data_time: 0.004, memory: 6462, top1_acc: 0.0844, top5_acc: 0.2426, loss_cls: 4.7289, loss: 4.7289, grad_norm: 1.8197 2021-07-07 14:40:59,018 - mmaction - INFO - Epoch [6][60/1879] lr: 2.330e-02, eta: 4 days, 23:33:22, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.0742, top5_acc: 0.2137, loss_cls: 4.8039, loss: 4.8039, grad_norm: 1.8593 2021-07-07 14:41:16,302 - mmaction - INFO - Epoch [6][80/1879] lr: 2.332e-02, eta: 4 days, 23:32:17, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.0863, top5_acc: 0.2395, loss_cls: 4.7630, loss: 4.7630, grad_norm: 1.8196 2021-07-07 14:41:33,729 - mmaction - INFO - Epoch [6][100/1879] lr: 2.335e-02, eta: 4 days, 23:31:18, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0875, top5_acc: 0.2367, loss_cls: 4.7608, loss: 4.7608, grad_norm: 1.8270 2021-07-07 14:41:51,054 - mmaction - INFO - Epoch [6][120/1879] lr: 2.338e-02, eta: 4 days, 23:30:15, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.0852, top5_acc: 0.2316, loss_cls: 4.7481, loss: 4.7481, grad_norm: 1.8495 2021-07-07 14:42:08,524 - mmaction - INFO - Epoch [6][140/1879] lr: 2.341e-02, eta: 4 days, 23:29:16, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0887, top5_acc: 0.2469, loss_cls: 4.7301, loss: 4.7301, grad_norm: 1.8374 2021-07-07 14:42:25,937 - mmaction - INFO - Epoch [6][160/1879] lr: 2.344e-02, eta: 4 days, 23:28:20, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0859, top5_acc: 0.2195, loss_cls: 4.7745, loss: 4.7745, grad_norm: 1.8448 2021-07-07 14:42:43,440 - mmaction - INFO - Epoch [6][180/1879] lr: 2.347e-02, eta: 4 days, 23:27:22, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.0902, top5_acc: 0.2402, loss_cls: 4.7559, loss: 4.7559, grad_norm: 1.8429 2021-07-07 14:43:00,876 - mmaction - INFO - Epoch [6][200/1879] lr: 2.349e-02, eta: 4 days, 23:26:23, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0934, top5_acc: 0.2492, loss_cls: 4.7107, loss: 4.7107, grad_norm: 1.8435 2021-07-07 14:43:18,403 - mmaction - INFO - Epoch [6][220/1879] lr: 2.352e-02, eta: 4 days, 23:25:31, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.0926, top5_acc: 0.2414, loss_cls: 4.7179, loss: 4.7179, grad_norm: 1.8406 2021-07-07 14:43:35,855 - mmaction - INFO - Epoch [6][240/1879] lr: 2.355e-02, eta: 4 days, 23:24:34, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.0844, top5_acc: 0.2355, loss_cls: 4.7439, loss: 4.7439, grad_norm: 1.8055 2021-07-07 14:43:53,407 - mmaction - INFO - Epoch [6][260/1879] lr: 2.358e-02, eta: 4 days, 23:23:42, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.0863, top5_acc: 0.2398, loss_cls: 4.7426, loss: 4.7426, grad_norm: 1.7993 2021-07-07 14:44:10,939 - mmaction - INFO - Epoch [6][280/1879] lr: 2.361e-02, eta: 4 days, 23:22:50, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.0895, top5_acc: 0.2488, loss_cls: 4.7145, loss: 4.7145, grad_norm: 1.8362 2021-07-07 14:44:28,308 - mmaction - INFO - Epoch [6][300/1879] lr: 2.363e-02, eta: 4 days, 23:21:51, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.0879, top5_acc: 0.2457, loss_cls: 4.7155, loss: 4.7155, grad_norm: 1.8150 2021-07-07 14:44:45,870 - mmaction - INFO - Epoch [6][320/1879] lr: 2.366e-02, eta: 4 days, 23:20:59, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.0852, top5_acc: 0.2289, loss_cls: 4.7817, loss: 4.7817, grad_norm: 1.8759 2021-07-07 14:45:03,256 - mmaction - INFO - Epoch [6][340/1879] lr: 2.369e-02, eta: 4 days, 23:20:01, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.0910, top5_acc: 0.2426, loss_cls: 4.6947, loss: 4.6947, grad_norm: 1.8193 2021-07-07 14:45:20,658 - mmaction - INFO - Epoch [6][360/1879] lr: 2.372e-02, eta: 4 days, 23:19:03, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.0895, top5_acc: 0.2555, loss_cls: 4.7054, loss: 4.7054, grad_norm: 1.8689 2021-07-07 14:45:38,089 - mmaction - INFO - Epoch [6][380/1879] lr: 2.375e-02, eta: 4 days, 23:18:06, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0852, top5_acc: 0.2359, loss_cls: 4.7478, loss: 4.7478, grad_norm: 1.8311 2021-07-07 14:45:55,614 - mmaction - INFO - Epoch [6][400/1879] lr: 2.377e-02, eta: 4 days, 23:17:13, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.0922, top5_acc: 0.2379, loss_cls: 4.7120, loss: 4.7120, grad_norm: 1.8164 2021-07-07 14:46:13,092 - mmaction - INFO - Epoch [6][420/1879] lr: 2.380e-02, eta: 4 days, 23:16:19, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0867, top5_acc: 0.2430, loss_cls: 4.7117, loss: 4.7117, grad_norm: 1.8676 2021-07-07 14:46:30,532 - mmaction - INFO - Epoch [6][440/1879] lr: 2.383e-02, eta: 4 days, 23:15:23, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.0840, top5_acc: 0.2277, loss_cls: 4.7951, loss: 4.7951, grad_norm: 1.8379 2021-07-07 14:46:48,015 - mmaction - INFO - Epoch [6][460/1879] lr: 2.386e-02, eta: 4 days, 23:14:29, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0957, top5_acc: 0.2414, loss_cls: 4.7515, loss: 4.7515, grad_norm: 1.8264 2021-07-07 14:47:05,541 - mmaction - INFO - Epoch [6][480/1879] lr: 2.389e-02, eta: 4 days, 23:13:36, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.0941, top5_acc: 0.2453, loss_cls: 4.7177, loss: 4.7177, grad_norm: 1.8393 2021-07-07 14:47:23,070 - mmaction - INFO - Epoch [6][500/1879] lr: 2.392e-02, eta: 4 days, 23:12:46, time: 0.878, data_time: 0.007, memory: 6462, top1_acc: 0.0961, top5_acc: 0.2504, loss_cls: 4.6935, loss: 4.6935, grad_norm: 1.8426 2021-07-07 14:47:40,396 - mmaction - INFO - Epoch [6][520/1879] lr: 2.394e-02, eta: 4 days, 23:11:47, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.0984, top5_acc: 0.2383, loss_cls: 4.7202, loss: 4.7202, grad_norm: 1.8224 2021-07-07 14:47:57,830 - mmaction - INFO - Epoch [6][540/1879] lr: 2.397e-02, eta: 4 days, 23:10:50, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0918, top5_acc: 0.2488, loss_cls: 4.6984, loss: 4.6984, grad_norm: 1.8356 2021-07-07 14:48:15,282 - mmaction - INFO - Epoch [6][560/1879] lr: 2.400e-02, eta: 4 days, 23:09:57, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.0996, top5_acc: 0.2621, loss_cls: 4.6585, loss: 4.6585, grad_norm: 1.8269 2021-07-07 14:48:33,031 - mmaction - INFO - Epoch [6][580/1879] lr: 2.403e-02, eta: 4 days, 23:09:17, time: 0.887, data_time: 0.002, memory: 6462, top1_acc: 0.1059, top5_acc: 0.2492, loss_cls: 4.6850, loss: 4.6850, grad_norm: 1.9020 2021-07-07 14:48:50,354 - mmaction - INFO - Epoch [6][600/1879] lr: 2.406e-02, eta: 4 days, 23:08:16, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.0910, top5_acc: 0.2437, loss_cls: 4.7339, loss: 4.7339, grad_norm: 1.8507 2021-07-07 14:49:07,773 - mmaction - INFO - Epoch [6][620/1879] lr: 2.408e-02, eta: 4 days, 23:07:21, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.0934, top5_acc: 0.2578, loss_cls: 4.6618, loss: 4.6618, grad_norm: 1.8422 2021-07-07 14:49:25,058 - mmaction - INFO - Epoch [6][640/1879] lr: 2.411e-02, eta: 4 days, 23:06:20, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.0891, top5_acc: 0.2414, loss_cls: 4.7364, loss: 4.7364, grad_norm: 1.9076 2021-07-07 14:49:42,733 - mmaction - INFO - Epoch [6][660/1879] lr: 2.414e-02, eta: 4 days, 23:05:36, time: 0.883, data_time: 0.005, memory: 6462, top1_acc: 0.0859, top5_acc: 0.2418, loss_cls: 4.7081, loss: 4.7081, grad_norm: 1.7918 2021-07-07 14:50:00,112 - mmaction - INFO - Epoch [6][680/1879] lr: 2.417e-02, eta: 4 days, 23:04:41, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0945, top5_acc: 0.2426, loss_cls: 4.7084, loss: 4.7084, grad_norm: 1.8456 2021-07-07 14:50:17,657 - mmaction - INFO - Epoch [6][700/1879] lr: 2.420e-02, eta: 4 days, 23:03:48, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.0961, top5_acc: 0.2473, loss_cls: 4.7425, loss: 4.7425, grad_norm: 1.8548 2021-07-07 14:50:35,147 - mmaction - INFO - Epoch [6][720/1879] lr: 2.423e-02, eta: 4 days, 23:03:00, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.0879, top5_acc: 0.2309, loss_cls: 4.7696, loss: 4.7696, grad_norm: 1.8617 2021-07-07 14:50:52,550 - mmaction - INFO - Epoch [6][740/1879] lr: 2.425e-02, eta: 4 days, 23:02:04, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.0875, top5_acc: 0.2441, loss_cls: 4.7259, loss: 4.7259, grad_norm: 1.7841 2021-07-07 14:51:10,010 - mmaction - INFO - Epoch [6][760/1879] lr: 2.428e-02, eta: 4 days, 23:01:10, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.0816, top5_acc: 0.2391, loss_cls: 4.7093, loss: 4.7093, grad_norm: 1.7987 2021-07-07 14:51:27,504 - mmaction - INFO - Epoch [6][780/1879] lr: 2.431e-02, eta: 4 days, 23:00:20, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.0859, top5_acc: 0.2285, loss_cls: 4.7207, loss: 4.7207, grad_norm: 1.8810 2021-07-07 14:51:45,033 - mmaction - INFO - Epoch [6][800/1879] lr: 2.434e-02, eta: 4 days, 22:59:31, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.0805, top5_acc: 0.2301, loss_cls: 4.7239, loss: 4.7239, grad_norm: 1.8345 2021-07-07 14:52:02,645 - mmaction - INFO - Epoch [6][820/1879] lr: 2.437e-02, eta: 4 days, 22:58:44, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.0891, top5_acc: 0.2395, loss_cls: 4.7165, loss: 4.7165, grad_norm: 1.8480 2021-07-07 14:52:20,190 - mmaction - INFO - Epoch [6][840/1879] lr: 2.439e-02, eta: 4 days, 22:57:57, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.0938, top5_acc: 0.2516, loss_cls: 4.6645, loss: 4.6645, grad_norm: 1.8361 2021-07-07 14:52:37,598 - mmaction - INFO - Epoch [6][860/1879] lr: 2.442e-02, eta: 4 days, 22:57:04, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.1004, top5_acc: 0.2566, loss_cls: 4.7045, loss: 4.7045, grad_norm: 1.8479 2021-07-07 14:52:55,128 - mmaction - INFO - Epoch [6][880/1879] lr: 2.445e-02, eta: 4 days, 22:56:16, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.0914, top5_acc: 0.2488, loss_cls: 4.7027, loss: 4.7027, grad_norm: 1.8389 2021-07-07 14:53:12,517 - mmaction - INFO - Epoch [6][900/1879] lr: 2.448e-02, eta: 4 days, 22:55:20, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.0977, top5_acc: 0.2445, loss_cls: 4.6854, loss: 4.6854, grad_norm: 1.8539 2021-07-07 14:53:30,040 - mmaction - INFO - Epoch [6][920/1879] lr: 2.451e-02, eta: 4 days, 22:54:31, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.0895, top5_acc: 0.2422, loss_cls: 4.7300, loss: 4.7300, grad_norm: 1.8447 2021-07-07 14:53:47,599 - mmaction - INFO - Epoch [6][940/1879] lr: 2.454e-02, eta: 4 days, 22:53:44, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.0902, top5_acc: 0.2379, loss_cls: 4.7309, loss: 4.7309, grad_norm: 1.8744 2021-07-07 14:54:04,918 - mmaction - INFO - Epoch [6][960/1879] lr: 2.456e-02, eta: 4 days, 22:52:47, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.0883, top5_acc: 0.2422, loss_cls: 4.7166, loss: 4.7166, grad_norm: 1.8448 2021-07-07 14:54:22,480 - mmaction - INFO - Epoch [6][980/1879] lr: 2.459e-02, eta: 4 days, 22:51:58, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.0961, top5_acc: 0.2598, loss_cls: 4.6854, loss: 4.6854, grad_norm: 1.8417 2021-07-07 14:54:39,984 - mmaction - INFO - Epoch [6][1000/1879] lr: 2.462e-02, eta: 4 days, 22:51:12, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.0871, top5_acc: 0.2555, loss_cls: 4.6758, loss: 4.6758, grad_norm: 1.8103 2021-07-07 14:54:57,499 - mmaction - INFO - Epoch [6][1020/1879] lr: 2.465e-02, eta: 4 days, 22:50:23, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0965, top5_acc: 0.2535, loss_cls: 4.6974, loss: 4.6974, grad_norm: 1.8223 2021-07-07 14:55:14,831 - mmaction - INFO - Epoch [6][1040/1879] lr: 2.468e-02, eta: 4 days, 22:49:27, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.0902, top5_acc: 0.2355, loss_cls: 4.7231, loss: 4.7231, grad_norm: 1.8172 2021-07-07 14:55:32,329 - mmaction - INFO - Epoch [6][1060/1879] lr: 2.470e-02, eta: 4 days, 22:48:36, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.1012, top5_acc: 0.2512, loss_cls: 4.7134, loss: 4.7134, grad_norm: 1.8351 2021-07-07 14:55:49,708 - mmaction - INFO - Epoch [6][1080/1879] lr: 2.473e-02, eta: 4 days, 22:47:44, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0887, top5_acc: 0.2422, loss_cls: 4.7237, loss: 4.7237, grad_norm: 1.7911 2021-07-07 14:56:07,166 - mmaction - INFO - Epoch [6][1100/1879] lr: 2.476e-02, eta: 4 days, 22:46:51, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.0836, top5_acc: 0.2379, loss_cls: 4.7238, loss: 4.7238, grad_norm: 1.8220 2021-07-07 14:56:24,612 - mmaction - INFO - Epoch [6][1120/1879] lr: 2.479e-02, eta: 4 days, 22:46:02, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.1031, top5_acc: 0.2645, loss_cls: 4.6746, loss: 4.6746, grad_norm: 1.8178 2021-07-07 14:56:42,100 - mmaction - INFO - Epoch [6][1140/1879] lr: 2.482e-02, eta: 4 days, 22:45:12, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.0949, top5_acc: 0.2461, loss_cls: 4.6752, loss: 4.6752, grad_norm: 1.8517 2021-07-07 14:56:59,516 - mmaction - INFO - Epoch [6][1160/1879] lr: 2.484e-02, eta: 4 days, 22:44:22, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.0980, top5_acc: 0.2484, loss_cls: 4.7054, loss: 4.7054, grad_norm: 1.8639 2021-07-07 14:57:17,000 - mmaction - INFO - Epoch [6][1180/1879] lr: 2.487e-02, eta: 4 days, 22:43:31, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.0922, top5_acc: 0.2457, loss_cls: 4.7102, loss: 4.7102, grad_norm: 1.8186 2021-07-07 14:57:34,462 - mmaction - INFO - Epoch [6][1200/1879] lr: 2.490e-02, eta: 4 days, 22:42:44, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.0949, top5_acc: 0.2477, loss_cls: 4.6901, loss: 4.6901, grad_norm: 1.8059 2021-07-07 14:57:51,948 - mmaction - INFO - Epoch [6][1220/1879] lr: 2.493e-02, eta: 4 days, 22:41:53, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.1023, top5_acc: 0.2520, loss_cls: 4.6756, loss: 4.6756, grad_norm: 1.8237 2021-07-07 14:58:09,334 - mmaction - INFO - Epoch [6][1240/1879] lr: 2.496e-02, eta: 4 days, 22:41:02, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.0910, top5_acc: 0.2480, loss_cls: 4.7236, loss: 4.7236, grad_norm: 1.8104 2021-07-07 14:58:26,856 - mmaction - INFO - Epoch [6][1260/1879] lr: 2.499e-02, eta: 4 days, 22:40:14, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0930, top5_acc: 0.2398, loss_cls: 4.6985, loss: 4.6985, grad_norm: 1.7694 2021-07-07 14:58:44,422 - mmaction - INFO - Epoch [6][1280/1879] lr: 2.501e-02, eta: 4 days, 22:39:30, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.0969, top5_acc: 0.2641, loss_cls: 4.6877, loss: 4.6877, grad_norm: 1.9028 2021-07-07 14:59:01,957 - mmaction - INFO - Epoch [6][1300/1879] lr: 2.504e-02, eta: 4 days, 22:38:44, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.0930, top5_acc: 0.2352, loss_cls: 4.7437, loss: 4.7437, grad_norm: 1.8282 2021-07-07 14:59:19,388 - mmaction - INFO - Epoch [6][1320/1879] lr: 2.507e-02, eta: 4 days, 22:37:56, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.0977, top5_acc: 0.2617, loss_cls: 4.7215, loss: 4.7215, grad_norm: 1.8406 2021-07-07 14:59:36,968 - mmaction - INFO - Epoch [6][1340/1879] lr: 2.510e-02, eta: 4 days, 22:37:11, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.0996, top5_acc: 0.2664, loss_cls: 4.6520, loss: 4.6520, grad_norm: 1.8340 2021-07-07 14:59:54,405 - mmaction - INFO - Epoch [6][1360/1879] lr: 2.513e-02, eta: 4 days, 22:36:21, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.0984, top5_acc: 0.2637, loss_cls: 4.6531, loss: 4.6531, grad_norm: 1.7925 2021-07-07 15:00:12,057 - mmaction - INFO - Epoch [6][1380/1879] lr: 2.515e-02, eta: 4 days, 22:35:38, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.0996, top5_acc: 0.2496, loss_cls: 4.6785, loss: 4.6785, grad_norm: 1.8441 2021-07-07 15:00:29,557 - mmaction - INFO - Epoch [6][1400/1879] lr: 2.518e-02, eta: 4 days, 22:34:54, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.0930, top5_acc: 0.2488, loss_cls: 4.6869, loss: 4.6869, grad_norm: 1.7847 2021-07-07 15:00:47,041 - mmaction - INFO - Epoch [6][1420/1879] lr: 2.521e-02, eta: 4 days, 22:34:06, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.0875, top5_acc: 0.2465, loss_cls: 4.6944, loss: 4.6944, grad_norm: 1.8081 2021-07-07 15:01:04,669 - mmaction - INFO - Epoch [6][1440/1879] lr: 2.524e-02, eta: 4 days, 22:33:26, time: 0.883, data_time: 0.005, memory: 6462, top1_acc: 0.0988, top5_acc: 0.2605, loss_cls: 4.6136, loss: 4.6136, grad_norm: 1.8001 2021-07-07 15:01:22,052 - mmaction - INFO - Epoch [6][1460/1879] lr: 2.527e-02, eta: 4 days, 22:32:34, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.0961, top5_acc: 0.2492, loss_cls: 4.6909, loss: 4.6909, grad_norm: 1.7966 2021-07-07 15:01:39,496 - mmaction - INFO - Epoch [6][1480/1879] lr: 2.530e-02, eta: 4 days, 22:31:46, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0895, top5_acc: 0.2453, loss_cls: 4.7043, loss: 4.7043, grad_norm: 1.7863 2021-07-07 15:01:56,928 - mmaction - INFO - Epoch [6][1500/1879] lr: 2.532e-02, eta: 4 days, 22:30:55, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.0891, top5_acc: 0.2562, loss_cls: 4.6819, loss: 4.6819, grad_norm: 1.7706 2021-07-07 15:02:14,389 - mmaction - INFO - Epoch [6][1520/1879] lr: 2.535e-02, eta: 4 days, 22:30:07, time: 0.873, data_time: 0.007, memory: 6462, top1_acc: 0.0934, top5_acc: 0.2320, loss_cls: 4.7064, loss: 4.7064, grad_norm: 1.7974 2021-07-07 15:02:31,823 - mmaction - INFO - Epoch [6][1540/1879] lr: 2.538e-02, eta: 4 days, 22:29:18, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.1016, top5_acc: 0.2527, loss_cls: 4.6776, loss: 4.6776, grad_norm: 1.8054 2021-07-07 15:02:49,230 - mmaction - INFO - Epoch [6][1560/1879] lr: 2.541e-02, eta: 4 days, 22:28:28, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.0984, top5_acc: 0.2539, loss_cls: 4.6831, loss: 4.6831, grad_norm: 1.8043 2021-07-07 15:03:06,809 - mmaction - INFO - Epoch [6][1580/1879] lr: 2.544e-02, eta: 4 days, 22:27:46, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.0930, top5_acc: 0.2406, loss_cls: 4.7114, loss: 4.7114, grad_norm: 1.7887 2021-07-07 15:03:24,321 - mmaction - INFO - Epoch [6][1600/1879] lr: 2.546e-02, eta: 4 days, 22:26:59, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0977, top5_acc: 0.2516, loss_cls: 4.6870, loss: 4.6870, grad_norm: 1.8400 2021-07-07 15:03:41,840 - mmaction - INFO - Epoch [6][1620/1879] lr: 2.549e-02, eta: 4 days, 22:26:16, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.1059, top5_acc: 0.2570, loss_cls: 4.6309, loss: 4.6309, grad_norm: 1.7913 2021-07-07 15:03:59,265 - mmaction - INFO - Epoch [6][1640/1879] lr: 2.552e-02, eta: 4 days, 22:25:27, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.0969, top5_acc: 0.2668, loss_cls: 4.5905, loss: 4.5905, grad_norm: 1.8008 2021-07-07 15:04:16,785 - mmaction - INFO - Epoch [6][1660/1879] lr: 2.555e-02, eta: 4 days, 22:24:45, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.1000, top5_acc: 0.2578, loss_cls: 4.6602, loss: 4.6602, grad_norm: 1.8000 2021-07-07 15:04:34,275 - mmaction - INFO - Epoch [6][1680/1879] lr: 2.558e-02, eta: 4 days, 22:23:56, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.0988, top5_acc: 0.2664, loss_cls: 4.6562, loss: 4.6562, grad_norm: 1.8215 2021-07-07 15:04:51,744 - mmaction - INFO - Epoch [6][1700/1879] lr: 2.560e-02, eta: 4 days, 22:23:11, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.0977, top5_acc: 0.2504, loss_cls: 4.6841, loss: 4.6841, grad_norm: 1.8072 2021-07-07 15:05:09,313 - mmaction - INFO - Epoch [6][1720/1879] lr: 2.563e-02, eta: 4 days, 22:22:29, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.0965, top5_acc: 0.2535, loss_cls: 4.6743, loss: 4.6743, grad_norm: 1.8069 2021-07-07 15:05:26,809 - mmaction - INFO - Epoch [6][1740/1879] lr: 2.566e-02, eta: 4 days, 22:21:43, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.0965, top5_acc: 0.2531, loss_cls: 4.6377, loss: 4.6377, grad_norm: 1.8073 2021-07-07 15:05:44,237 - mmaction - INFO - Epoch [6][1760/1879] lr: 2.569e-02, eta: 4 days, 22:20:54, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.1074, top5_acc: 0.2641, loss_cls: 4.6271, loss: 4.6271, grad_norm: 1.8507 2021-07-07 15:06:01,639 - mmaction - INFO - Epoch [6][1780/1879] lr: 2.572e-02, eta: 4 days, 22:20:04, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.0977, top5_acc: 0.2551, loss_cls: 4.6666, loss: 4.6666, grad_norm: 1.8117 2021-07-07 15:06:19,220 - mmaction - INFO - Epoch [6][1800/1879] lr: 2.575e-02, eta: 4 days, 22:19:25, time: 0.881, data_time: 0.007, memory: 6462, top1_acc: 0.1117, top5_acc: 0.2645, loss_cls: 4.5901, loss: 4.5901, grad_norm: 1.8240 2021-07-07 15:06:36,611 - mmaction - INFO - Epoch [6][1820/1879] lr: 2.577e-02, eta: 4 days, 22:18:37, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.1031, top5_acc: 0.2582, loss_cls: 4.6614, loss: 4.6614, grad_norm: 1.8328 2021-07-07 15:06:54,106 - mmaction - INFO - Epoch [6][1840/1879] lr: 2.580e-02, eta: 4 days, 22:17:51, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.1004, top5_acc: 0.2570, loss_cls: 4.6240, loss: 4.6240, grad_norm: 1.8410 2021-07-07 15:07:11,527 - mmaction - INFO - Epoch [6][1860/1879] lr: 2.583e-02, eta: 4 days, 22:17:04, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.0844, top5_acc: 0.2508, loss_cls: 4.6672, loss: 4.6672, grad_norm: 1.8204 2021-07-07 15:09:03,756 - mmaction - INFO - Epoch [7][20/1879] lr: 2.587e-02, eta: 4 days, 22:57:43, time: 4.742, data_time: 3.677, memory: 6462, top1_acc: 0.0914, top5_acc: 0.2480, loss_cls: 4.6752, loss: 4.6752, grad_norm: 1.8481 2021-07-07 15:09:20,704 - mmaction - INFO - Epoch [7][40/1879] lr: 2.590e-02, eta: 4 days, 22:56:30, time: 0.847, data_time: 0.008, memory: 6462, top1_acc: 0.1035, top5_acc: 0.2633, loss_cls: 4.6339, loss: 4.6339, grad_norm: 1.8636 2021-07-07 15:09:37,875 - mmaction - INFO - Epoch [7][60/1879] lr: 2.593e-02, eta: 4 days, 22:55:28, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.0996, top5_acc: 0.2516, loss_cls: 4.6439, loss: 4.6439, grad_norm: 1.8177 2021-07-07 15:09:55,307 - mmaction - INFO - Epoch [7][80/1879] lr: 2.596e-02, eta: 4 days, 22:54:39, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.1004, top5_acc: 0.2637, loss_cls: 4.6296, loss: 4.6296, grad_norm: 1.8278 2021-07-07 15:10:12,854 - mmaction - INFO - Epoch [7][100/1879] lr: 2.599e-02, eta: 4 days, 22:53:51, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.0953, top5_acc: 0.2492, loss_cls: 4.6698, loss: 4.6698, grad_norm: 1.8218 2021-07-07 15:10:30,398 - mmaction - INFO - Epoch [7][120/1879] lr: 2.601e-02, eta: 4 days, 22:53:06, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.0957, top5_acc: 0.2508, loss_cls: 4.6720, loss: 4.6720, grad_norm: 1.8353 2021-07-07 15:10:48,045 - mmaction - INFO - Epoch [7][140/1879] lr: 2.604e-02, eta: 4 days, 22:52:22, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.0895, top5_acc: 0.2531, loss_cls: 4.6993, loss: 4.6993, grad_norm: 1.7978 2021-07-07 15:11:05,710 - mmaction - INFO - Epoch [7][160/1879] lr: 2.607e-02, eta: 4 days, 22:51:41, time: 0.885, data_time: 0.004, memory: 6462, top1_acc: 0.0992, top5_acc: 0.2547, loss_cls: 4.6311, loss: 4.6311, grad_norm: 1.7896 2021-07-07 15:11:23,216 - mmaction - INFO - Epoch [7][180/1879] lr: 2.610e-02, eta: 4 days, 22:50:52, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.1023, top5_acc: 0.2645, loss_cls: 4.6108, loss: 4.6108, grad_norm: 1.8070 2021-07-07 15:11:40,610 - mmaction - INFO - Epoch [7][200/1879] lr: 2.613e-02, eta: 4 days, 22:50:02, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0965, top5_acc: 0.2633, loss_cls: 4.6307, loss: 4.6307, grad_norm: 1.8396 2021-07-07 15:11:57,924 - mmaction - INFO - Epoch [7][220/1879] lr: 2.616e-02, eta: 4 days, 22:49:07, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.0910, top5_acc: 0.2531, loss_cls: 4.6600, loss: 4.6600, grad_norm: 1.8578 2021-07-07 15:12:15,328 - mmaction - INFO - Epoch [7][240/1879] lr: 2.618e-02, eta: 4 days, 22:48:15, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.1035, top5_acc: 0.2691, loss_cls: 4.5866, loss: 4.5866, grad_norm: 1.8393 2021-07-07 15:12:32,710 - mmaction - INFO - Epoch [7][260/1879] lr: 2.621e-02, eta: 4 days, 22:47:23, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.1074, top5_acc: 0.2680, loss_cls: 4.6131, loss: 4.6131, grad_norm: 1.8142 2021-07-07 15:12:50,315 - mmaction - INFO - Epoch [7][280/1879] lr: 2.624e-02, eta: 4 days, 22:46:40, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.1082, top5_acc: 0.2691, loss_cls: 4.6318, loss: 4.6318, grad_norm: 1.8491 2021-07-07 15:13:07,688 - mmaction - INFO - Epoch [7][300/1879] lr: 2.627e-02, eta: 4 days, 22:45:47, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.1043, top5_acc: 0.2625, loss_cls: 4.6330, loss: 4.6330, grad_norm: 1.7682 2021-07-07 15:13:25,155 - mmaction - INFO - Epoch [7][320/1879] lr: 2.630e-02, eta: 4 days, 22:44:58, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.0980, top5_acc: 0.2605, loss_cls: 4.6170, loss: 4.6170, grad_norm: 1.8158 2021-07-07 15:13:42,667 - mmaction - INFO - Epoch [7][340/1879] lr: 2.632e-02, eta: 4 days, 22:44:12, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.1066, top5_acc: 0.2645, loss_cls: 4.5874, loss: 4.5874, grad_norm: 1.8040 2021-07-07 15:14:00,160 - mmaction - INFO - Epoch [7][360/1879] lr: 2.635e-02, eta: 4 days, 22:43:24, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.1027, top5_acc: 0.2586, loss_cls: 4.6150, loss: 4.6150, grad_norm: 1.7914 2021-07-07 15:14:17,644 - mmaction - INFO - Epoch [7][380/1879] lr: 2.638e-02, eta: 4 days, 22:42:37, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.1043, top5_acc: 0.2598, loss_cls: 4.6155, loss: 4.6155, grad_norm: 1.8083 2021-07-07 15:14:35,231 - mmaction - INFO - Epoch [7][400/1879] lr: 2.641e-02, eta: 4 days, 22:41:54, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.0988, top5_acc: 0.2664, loss_cls: 4.6265, loss: 4.6265, grad_norm: 1.8550 2021-07-07 15:14:52,743 - mmaction - INFO - Epoch [7][420/1879] lr: 2.644e-02, eta: 4 days, 22:41:06, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.0938, top5_acc: 0.2586, loss_cls: 4.6921, loss: 4.6921, grad_norm: 1.7862 2021-07-07 15:15:10,198 - mmaction - INFO - Epoch [7][440/1879] lr: 2.646e-02, eta: 4 days, 22:40:20, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.1035, top5_acc: 0.2555, loss_cls: 4.6460, loss: 4.6460, grad_norm: 1.7991 2021-07-07 15:15:28,087 - mmaction - INFO - Epoch [7][460/1879] lr: 2.649e-02, eta: 4 days, 22:39:49, time: 0.894, data_time: 0.004, memory: 6462, top1_acc: 0.1109, top5_acc: 0.2656, loss_cls: 4.5904, loss: 4.5904, grad_norm: 1.8240 2021-07-07 15:15:45,534 - mmaction - INFO - Epoch [7][480/1879] lr: 2.652e-02, eta: 4 days, 22:38:58, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.1152, top5_acc: 0.2863, loss_cls: 4.5399, loss: 4.5399, grad_norm: 1.8801 2021-07-07 15:16:03,025 - mmaction - INFO - Epoch [7][500/1879] lr: 2.655e-02, eta: 4 days, 22:38:13, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.0988, top5_acc: 0.2648, loss_cls: 4.6035, loss: 4.6035, grad_norm: 1.8449 2021-07-07 15:16:20,546 - mmaction - INFO - Epoch [7][520/1879] lr: 2.658e-02, eta: 4 days, 22:37:26, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.0957, top5_acc: 0.2602, loss_cls: 4.6185, loss: 4.6185, grad_norm: 1.7993 2021-07-07 15:16:38,029 - mmaction - INFO - Epoch [7][540/1879] lr: 2.661e-02, eta: 4 days, 22:36:40, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.1066, top5_acc: 0.2762, loss_cls: 4.5962, loss: 4.5962, grad_norm: 1.8218 2021-07-07 15:16:55,452 - mmaction - INFO - Epoch [7][560/1879] lr: 2.663e-02, eta: 4 days, 22:35:51, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0992, top5_acc: 0.2625, loss_cls: 4.6291, loss: 4.6291, grad_norm: 1.8174 2021-07-07 15:17:12,877 - mmaction - INFO - Epoch [7][580/1879] lr: 2.666e-02, eta: 4 days, 22:35:04, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.1082, top5_acc: 0.2633, loss_cls: 4.5816, loss: 4.5816, grad_norm: 1.8472 2021-07-07 15:17:30,273 - mmaction - INFO - Epoch [7][600/1879] lr: 2.669e-02, eta: 4 days, 22:34:14, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.0930, top5_acc: 0.2633, loss_cls: 4.6327, loss: 4.6327, grad_norm: 1.8336 2021-07-07 15:17:47,752 - mmaction - INFO - Epoch [7][620/1879] lr: 2.672e-02, eta: 4 days, 22:33:28, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.1055, top5_acc: 0.2770, loss_cls: 4.5777, loss: 4.5777, grad_norm: 1.8569 2021-07-07 15:18:05,152 - mmaction - INFO - Epoch [7][640/1879] lr: 2.675e-02, eta: 4 days, 22:32:37, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.1051, top5_acc: 0.2652, loss_cls: 4.5952, loss: 4.5952, grad_norm: 1.7877 2021-07-07 15:18:22,640 - mmaction - INFO - Epoch [7][660/1879] lr: 2.677e-02, eta: 4 days, 22:31:52, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.1059, top5_acc: 0.2734, loss_cls: 4.5709, loss: 4.5709, grad_norm: 1.8189 2021-07-07 15:18:40,107 - mmaction - INFO - Epoch [7][680/1879] lr: 2.680e-02, eta: 4 days, 22:31:05, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.1000, top5_acc: 0.2719, loss_cls: 4.6182, loss: 4.6182, grad_norm: 1.8323 2021-07-07 15:18:57,513 - mmaction - INFO - Epoch [7][700/1879] lr: 2.683e-02, eta: 4 days, 22:30:16, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.1035, top5_acc: 0.2668, loss_cls: 4.6213, loss: 4.6213, grad_norm: 1.8335 2021-07-07 15:19:14,982 - mmaction - INFO - Epoch [7][720/1879] lr: 2.686e-02, eta: 4 days, 22:29:28, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.0973, top5_acc: 0.2746, loss_cls: 4.5979, loss: 4.5979, grad_norm: 1.8386 2021-07-07 15:19:32,374 - mmaction - INFO - Epoch [7][740/1879] lr: 2.689e-02, eta: 4 days, 22:28:39, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.1113, top5_acc: 0.2891, loss_cls: 4.5446, loss: 4.5446, grad_norm: 1.8240 2021-07-07 15:19:49,843 - mmaction - INFO - Epoch [7][760/1879] lr: 2.692e-02, eta: 4 days, 22:27:54, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.1012, top5_acc: 0.2570, loss_cls: 4.6398, loss: 4.6398, grad_norm: 1.8193 2021-07-07 15:20:07,264 - mmaction - INFO - Epoch [7][780/1879] lr: 2.694e-02, eta: 4 days, 22:27:07, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.0934, top5_acc: 0.2543, loss_cls: 4.6095, loss: 4.6095, grad_norm: 1.8025 2021-07-07 15:20:24,616 - mmaction - INFO - Epoch [7][800/1879] lr: 2.697e-02, eta: 4 days, 22:26:15, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.1125, top5_acc: 0.2852, loss_cls: 4.5718, loss: 4.5718, grad_norm: 1.8218 2021-07-07 15:20:42,006 - mmaction - INFO - Epoch [7][820/1879] lr: 2.700e-02, eta: 4 days, 22:25:25, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.1102, top5_acc: 0.2766, loss_cls: 4.5623, loss: 4.5623, grad_norm: 1.7924 2021-07-07 15:20:59,390 - mmaction - INFO - Epoch [7][840/1879] lr: 2.703e-02, eta: 4 days, 22:24:37, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.1031, top5_acc: 0.2723, loss_cls: 4.6024, loss: 4.6024, grad_norm: 1.8167 2021-07-07 15:21:16,850 - mmaction - INFO - Epoch [7][860/1879] lr: 2.706e-02, eta: 4 days, 22:23:50, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.1016, top5_acc: 0.2547, loss_cls: 4.6359, loss: 4.6359, grad_norm: 1.8040 2021-07-07 15:21:34,262 - mmaction - INFO - Epoch [7][880/1879] lr: 2.708e-02, eta: 4 days, 22:23:03, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.1062, top5_acc: 0.2773, loss_cls: 4.5580, loss: 4.5580, grad_norm: 1.8215 2021-07-07 15:21:51,847 - mmaction - INFO - Epoch [7][900/1879] lr: 2.711e-02, eta: 4 days, 22:22:22, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.1203, top5_acc: 0.2805, loss_cls: 4.5414, loss: 4.5414, grad_norm: 1.8213 2021-07-07 15:22:09,287 - mmaction - INFO - Epoch [7][920/1879] lr: 2.714e-02, eta: 4 days, 22:21:36, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.1016, top5_acc: 0.2715, loss_cls: 4.5978, loss: 4.5978, grad_norm: 1.8439 2021-07-07 15:22:26,734 - mmaction - INFO - Epoch [7][940/1879] lr: 2.717e-02, eta: 4 days, 22:20:48, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.1102, top5_acc: 0.2832, loss_cls: 4.5604, loss: 4.5604, grad_norm: 1.8421 2021-07-07 15:22:44,287 - mmaction - INFO - Epoch [7][960/1879] lr: 2.720e-02, eta: 4 days, 22:20:08, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.0988, top5_acc: 0.2656, loss_cls: 4.6078, loss: 4.6078, grad_norm: 1.8461 2021-07-07 15:23:01,692 - mmaction - INFO - Epoch [7][980/1879] lr: 2.722e-02, eta: 4 days, 22:19:18, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.1012, top5_acc: 0.2609, loss_cls: 4.6050, loss: 4.6050, grad_norm: 1.8248 2021-07-07 15:23:19,135 - mmaction - INFO - Epoch [7][1000/1879] lr: 2.725e-02, eta: 4 days, 22:18:34, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.1156, top5_acc: 0.2785, loss_cls: 4.5200, loss: 4.5200, grad_norm: 1.8038 2021-07-07 15:23:36,631 - mmaction - INFO - Epoch [7][1020/1879] lr: 2.728e-02, eta: 4 days, 22:17:47, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.1043, top5_acc: 0.2734, loss_cls: 4.5801, loss: 4.5801, grad_norm: 1.8077 2021-07-07 15:23:53,996 - mmaction - INFO - Epoch [7][1040/1879] lr: 2.731e-02, eta: 4 days, 22:17:00, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.1059, top5_acc: 0.2871, loss_cls: 4.5463, loss: 4.5463, grad_norm: 1.8501 2021-07-07 15:24:11,441 - mmaction - INFO - Epoch [7][1060/1879] lr: 2.734e-02, eta: 4 days, 22:16:16, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.1051, top5_acc: 0.2766, loss_cls: 4.5694, loss: 4.5694, grad_norm: 1.8592 2021-07-07 15:24:28,907 - mmaction - INFO - Epoch [7][1080/1879] lr: 2.737e-02, eta: 4 days, 22:15:28, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.1039, top5_acc: 0.2844, loss_cls: 4.5166, loss: 4.5166, grad_norm: 1.8223 2021-07-07 15:24:46,484 - mmaction - INFO - Epoch [7][1100/1879] lr: 2.739e-02, eta: 4 days, 22:14:49, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.1191, top5_acc: 0.2938, loss_cls: 4.4993, loss: 4.4993, grad_norm: 1.8137 2021-07-07 15:25:03,936 - mmaction - INFO - Epoch [7][1120/1879] lr: 2.742e-02, eta: 4 days, 22:14:05, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.1012, top5_acc: 0.2727, loss_cls: 4.5903, loss: 4.5903, grad_norm: 1.8756 2021-07-07 15:25:21,381 - mmaction - INFO - Epoch [7][1140/1879] lr: 2.745e-02, eta: 4 days, 22:13:18, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.0977, top5_acc: 0.2809, loss_cls: 4.5418, loss: 4.5418, grad_norm: 1.8357 2021-07-07 15:25:38,828 - mmaction - INFO - Epoch [7][1160/1879] lr: 2.748e-02, eta: 4 days, 22:12:31, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.1187, top5_acc: 0.2809, loss_cls: 4.5169, loss: 4.5169, grad_norm: 1.8394 2021-07-07 15:25:56,201 - mmaction - INFO - Epoch [7][1180/1879] lr: 2.751e-02, eta: 4 days, 22:11:45, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.1086, top5_acc: 0.2844, loss_cls: 4.5494, loss: 4.5494, grad_norm: 1.7993 2021-07-07 15:26:13,709 - mmaction - INFO - Epoch [7][1200/1879] lr: 2.753e-02, eta: 4 days, 22:11:02, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.1168, top5_acc: 0.2906, loss_cls: 4.5810, loss: 4.5810, grad_norm: 1.8581 2021-07-07 15:26:31,189 - mmaction - INFO - Epoch [7][1220/1879] lr: 2.756e-02, eta: 4 days, 22:10:19, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.1133, top5_acc: 0.2855, loss_cls: 4.5239, loss: 4.5239, grad_norm: 1.8660 2021-07-07 15:26:48,572 - mmaction - INFO - Epoch [7][1240/1879] lr: 2.759e-02, eta: 4 days, 22:09:33, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.1164, top5_acc: 0.2922, loss_cls: 4.5231, loss: 4.5231, grad_norm: 1.8140 2021-07-07 15:27:05,917 - mmaction - INFO - Epoch [7][1260/1879] lr: 2.762e-02, eta: 4 days, 22:08:44, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.1086, top5_acc: 0.2789, loss_cls: 4.5252, loss: 4.5252, grad_norm: 1.8563 2021-07-07 15:27:23,392 - mmaction - INFO - Epoch [7][1280/1879] lr: 2.765e-02, eta: 4 days, 22:08:00, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.1133, top5_acc: 0.2820, loss_cls: 4.5426, loss: 4.5426, grad_norm: 1.8210 2021-07-07 15:27:40,894 - mmaction - INFO - Epoch [7][1300/1879] lr: 2.767e-02, eta: 4 days, 22:07:18, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.1141, top5_acc: 0.2770, loss_cls: 4.5127, loss: 4.5127, grad_norm: 1.8081 2021-07-07 15:27:58,312 - mmaction - INFO - Epoch [7][1320/1879] lr: 2.770e-02, eta: 4 days, 22:06:32, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.1051, top5_acc: 0.2746, loss_cls: 4.5783, loss: 4.5783, grad_norm: 1.8619 2021-07-07 15:28:15,767 - mmaction - INFO - Epoch [7][1340/1879] lr: 2.773e-02, eta: 4 days, 22:05:47, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.1047, top5_acc: 0.2844, loss_cls: 4.5382, loss: 4.5382, grad_norm: 1.8776 2021-07-07 15:28:33,208 - mmaction - INFO - Epoch [7][1360/1879] lr: 2.776e-02, eta: 4 days, 22:05:03, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.1148, top5_acc: 0.2801, loss_cls: 4.5519, loss: 4.5519, grad_norm: 1.8675 2021-07-07 15:28:50,562 - mmaction - INFO - Epoch [7][1380/1879] lr: 2.779e-02, eta: 4 days, 22:04:16, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.1262, top5_acc: 0.2910, loss_cls: 4.4967, loss: 4.4967, grad_norm: 1.8627 2021-07-07 15:29:08,134 - mmaction - INFO - Epoch [7][1400/1879] lr: 2.782e-02, eta: 4 days, 22:03:36, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.1047, top5_acc: 0.2777, loss_cls: 4.5885, loss: 4.5885, grad_norm: 1.8598 2021-07-07 15:29:25,519 - mmaction - INFO - Epoch [7][1420/1879] lr: 2.784e-02, eta: 4 days, 22:02:49, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.1113, top5_acc: 0.2723, loss_cls: 4.5540, loss: 4.5540, grad_norm: 1.7959 2021-07-07 15:29:42,981 - mmaction - INFO - Epoch [7][1440/1879] lr: 2.787e-02, eta: 4 days, 22:02:06, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.1152, top5_acc: 0.2703, loss_cls: 4.6155, loss: 4.6155, grad_norm: 1.8154 2021-07-07 15:30:00,385 - mmaction - INFO - Epoch [7][1460/1879] lr: 2.790e-02, eta: 4 days, 22:01:20, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.1070, top5_acc: 0.2754, loss_cls: 4.5435, loss: 4.5435, grad_norm: 1.7747 2021-07-07 15:30:17,839 - mmaction - INFO - Epoch [7][1480/1879] lr: 2.793e-02, eta: 4 days, 22:00:36, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.1129, top5_acc: 0.2820, loss_cls: 4.5515, loss: 4.5515, grad_norm: 1.8017 2021-07-07 15:30:35,359 - mmaction - INFO - Epoch [7][1500/1879] lr: 2.796e-02, eta: 4 days, 21:59:55, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.1145, top5_acc: 0.2762, loss_cls: 4.4987, loss: 4.4987, grad_norm: 1.8422 2021-07-07 15:30:52,886 - mmaction - INFO - Epoch [7][1520/1879] lr: 2.798e-02, eta: 4 days, 21:59:13, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.1070, top5_acc: 0.2766, loss_cls: 4.5547, loss: 4.5547, grad_norm: 1.8507 2021-07-07 15:31:10,343 - mmaction - INFO - Epoch [7][1540/1879] lr: 2.801e-02, eta: 4 days, 21:58:33, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.1098, top5_acc: 0.2832, loss_cls: 4.5283, loss: 4.5283, grad_norm: 1.8289 2021-07-07 15:31:27,768 - mmaction - INFO - Epoch [7][1560/1879] lr: 2.804e-02, eta: 4 days, 21:57:48, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.1090, top5_acc: 0.2746, loss_cls: 4.5075, loss: 4.5075, grad_norm: 1.8361 2021-07-07 15:31:45,242 - mmaction - INFO - Epoch [7][1580/1879] lr: 2.807e-02, eta: 4 days, 21:57:06, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.1059, top5_acc: 0.2734, loss_cls: 4.5615, loss: 4.5615, grad_norm: 1.8375 2021-07-07 15:32:02,734 - mmaction - INFO - Epoch [7][1600/1879] lr: 2.810e-02, eta: 4 days, 21:56:23, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.1105, top5_acc: 0.2961, loss_cls: 4.5128, loss: 4.5128, grad_norm: 1.8154 2021-07-07 15:32:20,295 - mmaction - INFO - Epoch [7][1620/1879] lr: 2.812e-02, eta: 4 days, 21:55:45, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.1137, top5_acc: 0.2746, loss_cls: 4.5313, loss: 4.5313, grad_norm: 1.7923 2021-07-07 15:32:37,789 - mmaction - INFO - Epoch [7][1640/1879] lr: 2.815e-02, eta: 4 days, 21:55:04, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.1113, top5_acc: 0.2832, loss_cls: 4.5093, loss: 4.5093, grad_norm: 1.8295 2021-07-07 15:32:55,286 - mmaction - INFO - Epoch [7][1660/1879] lr: 2.818e-02, eta: 4 days, 21:54:22, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.1187, top5_acc: 0.2902, loss_cls: 4.4640, loss: 4.4640, grad_norm: 1.8201 2021-07-07 15:33:12,724 - mmaction - INFO - Epoch [7][1680/1879] lr: 2.821e-02, eta: 4 days, 21:53:38, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.1168, top5_acc: 0.2855, loss_cls: 4.5274, loss: 4.5274, grad_norm: 1.8560 2021-07-07 15:33:30,144 - mmaction - INFO - Epoch [7][1700/1879] lr: 2.824e-02, eta: 4 days, 21:52:54, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.1070, top5_acc: 0.2750, loss_cls: 4.5254, loss: 4.5254, grad_norm: 1.8687 2021-07-07 15:33:47,571 - mmaction - INFO - Epoch [7][1720/1879] lr: 2.827e-02, eta: 4 days, 21:52:10, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.1082, top5_acc: 0.2926, loss_cls: 4.4565, loss: 4.4565, grad_norm: 1.8774 2021-07-07 15:34:04,928 - mmaction - INFO - Epoch [7][1740/1879] lr: 2.829e-02, eta: 4 days, 21:51:25, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.1051, top5_acc: 0.2715, loss_cls: 4.5943, loss: 4.5943, grad_norm: 1.8374 2021-07-07 15:34:22,426 - mmaction - INFO - Epoch [7][1760/1879] lr: 2.832e-02, eta: 4 days, 21:50:43, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.1090, top5_acc: 0.2809, loss_cls: 4.5394, loss: 4.5394, grad_norm: 1.7993 2021-07-07 15:34:39,858 - mmaction - INFO - Epoch [7][1780/1879] lr: 2.835e-02, eta: 4 days, 21:50:01, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.1094, top5_acc: 0.2844, loss_cls: 4.5683, loss: 4.5683, grad_norm: 1.8357 2021-07-07 15:34:57,263 - mmaction - INFO - Epoch [7][1800/1879] lr: 2.838e-02, eta: 4 days, 21:49:17, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.1195, top5_acc: 0.2949, loss_cls: 4.5096, loss: 4.5096, grad_norm: 1.8260 2021-07-07 15:35:14,907 - mmaction - INFO - Epoch [7][1820/1879] lr: 2.841e-02, eta: 4 days, 21:48:39, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.1195, top5_acc: 0.2848, loss_cls: 4.5039, loss: 4.5039, grad_norm: 1.8321 2021-07-07 15:35:32,365 - mmaction - INFO - Epoch [7][1840/1879] lr: 2.843e-02, eta: 4 days, 21:47:58, time: 0.874, data_time: 0.008, memory: 6462, top1_acc: 0.1074, top5_acc: 0.2867, loss_cls: 4.4901, loss: 4.4901, grad_norm: 1.8426 2021-07-07 15:35:49,845 - mmaction - INFO - Epoch [7][1860/1879] lr: 2.846e-02, eta: 4 days, 21:47:18, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.1129, top5_acc: 0.2832, loss_cls: 4.5512, loss: 4.5512, grad_norm: 1.8869 2021-07-07 15:37:44,374 - mmaction - INFO - Epoch [8][20/1879] lr: 2.850e-02, eta: 4 days, 22:22:43, time: 4.809, data_time: 3.659, memory: 6462, top1_acc: 0.1098, top5_acc: 0.2996, loss_cls: 4.5029, loss: 4.5029, grad_norm: 1.8907 2021-07-07 15:38:01,643 - mmaction - INFO - Epoch [8][40/1879] lr: 2.853e-02, eta: 4 days, 22:21:51, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.1086, top5_acc: 0.2910, loss_cls: 4.4907, loss: 4.4907, grad_norm: 1.8054 2021-07-07 15:38:18,772 - mmaction - INFO - Epoch [8][60/1879] lr: 2.856e-02, eta: 4 days, 22:20:55, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.1070, top5_acc: 0.2668, loss_cls: 4.5659, loss: 4.5659, grad_norm: 1.8333 2021-07-07 15:38:36,181 - mmaction - INFO - Epoch [8][80/1879] lr: 2.859e-02, eta: 4 days, 22:20:07, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.1211, top5_acc: 0.3000, loss_cls: 4.4414, loss: 4.4414, grad_norm: 1.8313 2021-07-07 15:38:53,556 - mmaction - INFO - Epoch [8][100/1879] lr: 2.862e-02, eta: 4 days, 22:19:19, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.1117, top5_acc: 0.2828, loss_cls: 4.5409, loss: 4.5409, grad_norm: 1.8447 2021-07-07 15:39:11,013 - mmaction - INFO - Epoch [8][120/1879] lr: 2.864e-02, eta: 4 days, 22:18:35, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.1227, top5_acc: 0.2949, loss_cls: 4.4925, loss: 4.4925, grad_norm: 1.8280 2021-07-07 15:39:28,467 - mmaction - INFO - Epoch [8][140/1879] lr: 2.867e-02, eta: 4 days, 22:17:50, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.1270, top5_acc: 0.3074, loss_cls: 4.4427, loss: 4.4427, grad_norm: 1.8307 2021-07-07 15:39:45,812 - mmaction - INFO - Epoch [8][160/1879] lr: 2.870e-02, eta: 4 days, 22:17:02, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.1059, top5_acc: 0.2949, loss_cls: 4.5254, loss: 4.5254, grad_norm: 1.8436 2021-07-07 15:40:03,222 - mmaction - INFO - Epoch [8][180/1879] lr: 2.873e-02, eta: 4 days, 22:16:14, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.1156, top5_acc: 0.2906, loss_cls: 4.5335, loss: 4.5335, grad_norm: 1.8451 2021-07-07 15:40:20,548 - mmaction - INFO - Epoch [8][200/1879] lr: 2.876e-02, eta: 4 days, 22:15:26, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.1309, top5_acc: 0.3035, loss_cls: 4.4170, loss: 4.4170, grad_norm: 1.8587 2021-07-07 15:40:37,976 - mmaction - INFO - Epoch [8][220/1879] lr: 2.878e-02, eta: 4 days, 22:14:41, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.1223, top5_acc: 0.2871, loss_cls: 4.5273, loss: 4.5273, grad_norm: 1.8677 2021-07-07 15:40:55,349 - mmaction - INFO - Epoch [8][240/1879] lr: 2.881e-02, eta: 4 days, 22:13:53, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.1098, top5_acc: 0.2840, loss_cls: 4.5278, loss: 4.5278, grad_norm: 1.8141 2021-07-07 15:41:12,829 - mmaction - INFO - Epoch [8][260/1879] lr: 2.884e-02, eta: 4 days, 22:13:11, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.1172, top5_acc: 0.2930, loss_cls: 4.4711, loss: 4.4711, grad_norm: 1.8451 2021-07-07 15:41:30,283 - mmaction - INFO - Epoch [8][280/1879] lr: 2.887e-02, eta: 4 days, 22:12:26, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.1254, top5_acc: 0.2941, loss_cls: 4.4395, loss: 4.4395, grad_norm: 1.8927 2021-07-07 15:41:47,784 - mmaction - INFO - Epoch [8][300/1879] lr: 2.890e-02, eta: 4 days, 22:11:44, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.1090, top5_acc: 0.2961, loss_cls: 4.5075, loss: 4.5075, grad_norm: 1.8865 2021-07-07 15:42:05,201 - mmaction - INFO - Epoch [8][320/1879] lr: 2.893e-02, eta: 4 days, 22:10:58, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.1277, top5_acc: 0.3051, loss_cls: 4.4291, loss: 4.4291, grad_norm: 1.8764 2021-07-07 15:42:22,626 - mmaction - INFO - Epoch [8][340/1879] lr: 2.895e-02, eta: 4 days, 22:10:12, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.1168, top5_acc: 0.2961, loss_cls: 4.4729, loss: 4.4729, grad_norm: 1.8821 2021-07-07 15:42:40,141 - mmaction - INFO - Epoch [8][360/1879] lr: 2.898e-02, eta: 4 days, 22:09:30, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.1160, top5_acc: 0.3023, loss_cls: 4.4279, loss: 4.4279, grad_norm: 1.8600 2021-07-07 15:42:57,470 - mmaction - INFO - Epoch [8][380/1879] lr: 2.901e-02, eta: 4 days, 22:08:43, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.1164, top5_acc: 0.2898, loss_cls: 4.4799, loss: 4.4799, grad_norm: 1.8585 2021-07-07 15:43:15,016 - mmaction - INFO - Epoch [8][400/1879] lr: 2.904e-02, eta: 4 days, 22:08:01, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.1152, top5_acc: 0.3031, loss_cls: 4.4460, loss: 4.4460, grad_norm: 1.9268 2021-07-07 15:43:32,519 - mmaction - INFO - Epoch [8][420/1879] lr: 2.907e-02, eta: 4 days, 22:07:19, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.1164, top5_acc: 0.2984, loss_cls: 4.5007, loss: 4.5007, grad_norm: 1.8980 2021-07-07 15:43:49,997 - mmaction - INFO - Epoch [8][440/1879] lr: 2.909e-02, eta: 4 days, 22:06:37, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.1117, top5_acc: 0.3043, loss_cls: 4.4697, loss: 4.4697, grad_norm: 1.8534 2021-07-07 15:44:07,405 - mmaction - INFO - Epoch [8][460/1879] lr: 2.912e-02, eta: 4 days, 22:05:51, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.1254, top5_acc: 0.3043, loss_cls: 4.4179, loss: 4.4179, grad_norm: 1.8525 2021-07-07 15:44:24,859 - mmaction - INFO - Epoch [8][480/1879] lr: 2.915e-02, eta: 4 days, 22:05:08, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.1184, top5_acc: 0.3074, loss_cls: 4.4631, loss: 4.4631, grad_norm: 1.8660 2021-07-07 15:44:42,338 - mmaction - INFO - Epoch [8][500/1879] lr: 2.918e-02, eta: 4 days, 22:04:27, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.1133, top5_acc: 0.3063, loss_cls: 4.4639, loss: 4.4639, grad_norm: 1.8338 2021-07-07 15:44:59,802 - mmaction - INFO - Epoch [8][520/1879] lr: 2.921e-02, eta: 4 days, 22:03:43, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.1102, top5_acc: 0.2934, loss_cls: 4.4941, loss: 4.4941, grad_norm: 1.8633 2021-07-07 15:45:17,278 - mmaction - INFO - Epoch [8][540/1879] lr: 2.923e-02, eta: 4 days, 22:02:58, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.1102, top5_acc: 0.2828, loss_cls: 4.5328, loss: 4.5328, grad_norm: 1.8261 2021-07-07 15:45:34,747 - mmaction - INFO - Epoch [8][560/1879] lr: 2.926e-02, eta: 4 days, 22:02:17, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.1164, top5_acc: 0.2938, loss_cls: 4.4571, loss: 4.4571, grad_norm: 1.8345 2021-07-07 15:45:52,127 - mmaction - INFO - Epoch [8][580/1879] lr: 2.929e-02, eta: 4 days, 22:01:31, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.1184, top5_acc: 0.2871, loss_cls: 4.4911, loss: 4.4911, grad_norm: 1.8679 2021-07-07 15:46:09,642 - mmaction - INFO - Epoch [8][600/1879] lr: 2.932e-02, eta: 4 days, 22:00:49, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.1180, top5_acc: 0.2922, loss_cls: 4.4674, loss: 4.4674, grad_norm: 1.8691 2021-07-07 15:46:27,177 - mmaction - INFO - Epoch [8][620/1879] lr: 2.935e-02, eta: 4 days, 22:00:10, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.1191, top5_acc: 0.2996, loss_cls: 4.4951, loss: 4.4951, grad_norm: 1.8563 2021-07-07 15:46:44,636 - mmaction - INFO - Epoch [8][640/1879] lr: 2.938e-02, eta: 4 days, 21:59:27, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.1211, top5_acc: 0.2965, loss_cls: 4.4624, loss: 4.4624, grad_norm: 1.8523 2021-07-07 15:47:02,074 - mmaction - INFO - Epoch [8][660/1879] lr: 2.940e-02, eta: 4 days, 21:58:43, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.1219, top5_acc: 0.3027, loss_cls: 4.4353, loss: 4.4353, grad_norm: 1.9165 2021-07-07 15:47:19,625 - mmaction - INFO - Epoch [8][680/1879] lr: 2.943e-02, eta: 4 days, 21:58:05, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.1176, top5_acc: 0.2969, loss_cls: 4.4880, loss: 4.4880, grad_norm: 1.9133 2021-07-07 15:47:36,980 - mmaction - INFO - Epoch [8][700/1879] lr: 2.946e-02, eta: 4 days, 21:57:19, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.1012, top5_acc: 0.2840, loss_cls: 4.5177, loss: 4.5177, grad_norm: 1.8599 2021-07-07 15:47:54,432 - mmaction - INFO - Epoch [8][720/1879] lr: 2.949e-02, eta: 4 days, 21:56:36, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.1164, top5_acc: 0.2945, loss_cls: 4.4532, loss: 4.4532, grad_norm: 1.8230 2021-07-07 15:48:11,939 - mmaction - INFO - Epoch [8][740/1879] lr: 2.952e-02, eta: 4 days, 21:55:56, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.1176, top5_acc: 0.2961, loss_cls: 4.4813, loss: 4.4813, grad_norm: 1.8551 2021-07-07 15:48:29,465 - mmaction - INFO - Epoch [8][760/1879] lr: 2.954e-02, eta: 4 days, 21:55:16, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.1203, top5_acc: 0.3035, loss_cls: 4.4314, loss: 4.4314, grad_norm: 1.8533 2021-07-07 15:48:46,913 - mmaction - INFO - Epoch [8][780/1879] lr: 2.957e-02, eta: 4 days, 21:54:32, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.1035, top5_acc: 0.2859, loss_cls: 4.4914, loss: 4.4914, grad_norm: 1.8781 2021-07-07 15:49:04,558 - mmaction - INFO - Epoch [8][800/1879] lr: 2.960e-02, eta: 4 days, 21:53:58, time: 0.884, data_time: 0.004, memory: 6462, top1_acc: 0.1242, top5_acc: 0.2984, loss_cls: 4.4477, loss: 4.4477, grad_norm: 1.8766 2021-07-07 15:49:21,916 - mmaction - INFO - Epoch [8][820/1879] lr: 2.963e-02, eta: 4 days, 21:53:12, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.1289, top5_acc: 0.2988, loss_cls: 4.4156, loss: 4.4156, grad_norm: 1.8662 2021-07-07 15:49:39,352 - mmaction - INFO - Epoch [8][840/1879] lr: 2.966e-02, eta: 4 days, 21:52:29, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.1328, top5_acc: 0.3113, loss_cls: 4.4018, loss: 4.4018, grad_norm: 1.8963 2021-07-07 15:49:57,027 - mmaction - INFO - Epoch [8][860/1879] lr: 2.968e-02, eta: 4 days, 21:51:53, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.1074, top5_acc: 0.2992, loss_cls: 4.4469, loss: 4.4469, grad_norm: 1.8754 2021-07-07 15:50:14,521 - mmaction - INFO - Epoch [8][880/1879] lr: 2.971e-02, eta: 4 days, 21:51:13, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.1246, top5_acc: 0.3023, loss_cls: 4.4423, loss: 4.4423, grad_norm: 1.8996 2021-07-07 15:50:31,996 - mmaction - INFO - Epoch [8][900/1879] lr: 2.974e-02, eta: 4 days, 21:50:32, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.1180, top5_acc: 0.2961, loss_cls: 4.4656, loss: 4.4656, grad_norm: 1.8921 2021-07-07 15:50:49,337 - mmaction - INFO - Epoch [8][920/1879] lr: 2.977e-02, eta: 4 days, 21:49:46, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.1191, top5_acc: 0.3020, loss_cls: 4.4346, loss: 4.4346, grad_norm: 1.8399 2021-07-07 15:51:06,882 - mmaction - INFO - Epoch [8][940/1879] lr: 2.980e-02, eta: 4 days, 21:49:07, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.1301, top5_acc: 0.3133, loss_cls: 4.4117, loss: 4.4117, grad_norm: 1.8851 2021-07-07 15:51:24,358 - mmaction - INFO - Epoch [8][960/1879] lr: 2.983e-02, eta: 4 days, 21:48:26, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.1434, top5_acc: 0.3270, loss_cls: 4.3739, loss: 4.3739, grad_norm: 1.8328 2021-07-07 15:51:41,886 - mmaction - INFO - Epoch [8][980/1879] lr: 2.985e-02, eta: 4 days, 21:47:48, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.1191, top5_acc: 0.2953, loss_cls: 4.4129, loss: 4.4129, grad_norm: 1.8842 2021-07-07 15:51:59,198 - mmaction - INFO - Epoch [8][1000/1879] lr: 2.988e-02, eta: 4 days, 21:47:01, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.1285, top5_acc: 0.2902, loss_cls: 4.4468, loss: 4.4468, grad_norm: 1.9044 2021-07-07 15:52:16,647 - mmaction - INFO - Epoch [8][1020/1879] lr: 2.991e-02, eta: 4 days, 21:46:19, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.1215, top5_acc: 0.3078, loss_cls: 4.4211, loss: 4.4211, grad_norm: 1.8942 2021-07-07 15:52:34,089 - mmaction - INFO - Epoch [8][1040/1879] lr: 2.994e-02, eta: 4 days, 21:45:37, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.1246, top5_acc: 0.3098, loss_cls: 4.4336, loss: 4.4336, grad_norm: 1.8594 2021-07-07 15:52:51,571 - mmaction - INFO - Epoch [8][1060/1879] lr: 2.997e-02, eta: 4 days, 21:44:57, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.1160, top5_acc: 0.2918, loss_cls: 4.4789, loss: 4.4789, grad_norm: 1.8681 2021-07-07 15:53:09,035 - mmaction - INFO - Epoch [8][1080/1879] lr: 2.999e-02, eta: 4 days, 21:44:15, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.1227, top5_acc: 0.3082, loss_cls: 4.3946, loss: 4.3946, grad_norm: 1.8370 2021-07-07 15:53:26,574 - mmaction - INFO - Epoch [8][1100/1879] lr: 3.002e-02, eta: 4 days, 21:43:37, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.1262, top5_acc: 0.2922, loss_cls: 4.4519, loss: 4.4519, grad_norm: 1.9092 2021-07-07 15:53:43,954 - mmaction - INFO - Epoch [8][1120/1879] lr: 3.005e-02, eta: 4 days, 21:42:53, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.1176, top5_acc: 0.3016, loss_cls: 4.4734, loss: 4.4734, grad_norm: 1.8746 2021-07-07 15:54:01,341 - mmaction - INFO - Epoch [8][1140/1879] lr: 3.008e-02, eta: 4 days, 21:42:11, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.1266, top5_acc: 0.3191, loss_cls: 4.3690, loss: 4.3690, grad_norm: 1.8350 2021-07-07 15:54:18,659 - mmaction - INFO - Epoch [8][1160/1879] lr: 3.011e-02, eta: 4 days, 21:41:24, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.1324, top5_acc: 0.3191, loss_cls: 4.4338, loss: 4.4338, grad_norm: 1.8895 2021-07-07 15:54:36,125 - mmaction - INFO - Epoch [8][1180/1879] lr: 3.013e-02, eta: 4 days, 21:40:43, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.1227, top5_acc: 0.3051, loss_cls: 4.4272, loss: 4.4272, grad_norm: 1.8637 2021-07-07 15:54:53,535 - mmaction - INFO - Epoch [8][1200/1879] lr: 3.016e-02, eta: 4 days, 21:40:01, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.1234, top5_acc: 0.3027, loss_cls: 4.4118, loss: 4.4118, grad_norm: 1.8538 2021-07-07 15:55:10,948 - mmaction - INFO - Epoch [8][1220/1879] lr: 3.019e-02, eta: 4 days, 21:39:18, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.1266, top5_acc: 0.3023, loss_cls: 4.3773, loss: 4.3773, grad_norm: 1.8884 2021-07-07 15:55:28,446 - mmaction - INFO - Epoch [8][1240/1879] lr: 3.022e-02, eta: 4 days, 21:38:40, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.1355, top5_acc: 0.3105, loss_cls: 4.4187, loss: 4.4187, grad_norm: 1.9155 2021-07-07 15:55:45,843 - mmaction - INFO - Epoch [8][1260/1879] lr: 3.025e-02, eta: 4 days, 21:37:57, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.1125, top5_acc: 0.3047, loss_cls: 4.4308, loss: 4.4308, grad_norm: 1.8683 2021-07-07 15:56:03,391 - mmaction - INFO - Epoch [8][1280/1879] lr: 3.028e-02, eta: 4 days, 21:37:20, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.1176, top5_acc: 0.3027, loss_cls: 4.3880, loss: 4.3880, grad_norm: 1.8652 2021-07-07 15:56:20,951 - mmaction - INFO - Epoch [8][1300/1879] lr: 3.030e-02, eta: 4 days, 21:36:43, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.1234, top5_acc: 0.3090, loss_cls: 4.4011, loss: 4.4011, grad_norm: 1.8539 2021-07-07 15:56:38,337 - mmaction - INFO - Epoch [8][1320/1879] lr: 3.033e-02, eta: 4 days, 21:35:59, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.1184, top5_acc: 0.3008, loss_cls: 4.3996, loss: 4.3996, grad_norm: 1.8786 2021-07-07 15:56:55,863 - mmaction - INFO - Epoch [8][1340/1879] lr: 3.036e-02, eta: 4 days, 21:35:20, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.1375, top5_acc: 0.3129, loss_cls: 4.3924, loss: 4.3924, grad_norm: 1.8859 2021-07-07 15:57:13,367 - mmaction - INFO - Epoch [8][1360/1879] lr: 3.039e-02, eta: 4 days, 21:34:43, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.1270, top5_acc: 0.3125, loss_cls: 4.3882, loss: 4.3882, grad_norm: 1.9084 2021-07-07 15:57:30,898 - mmaction - INFO - Epoch [8][1380/1879] lr: 3.042e-02, eta: 4 days, 21:34:05, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.1242, top5_acc: 0.3133, loss_cls: 4.3842, loss: 4.3842, grad_norm: 1.8927 2021-07-07 15:57:48,338 - mmaction - INFO - Epoch [8][1400/1879] lr: 3.044e-02, eta: 4 days, 21:33:24, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.1203, top5_acc: 0.3055, loss_cls: 4.4447, loss: 4.4447, grad_norm: 1.9087 2021-07-07 15:58:05,916 - mmaction - INFO - Epoch [8][1420/1879] lr: 3.047e-02, eta: 4 days, 21:32:48, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.1238, top5_acc: 0.3199, loss_cls: 4.3726, loss: 4.3726, grad_norm: 1.8952 2021-07-07 15:58:23,422 - mmaction - INFO - Epoch [8][1440/1879] lr: 3.050e-02, eta: 4 days, 21:32:10, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.1266, top5_acc: 0.2945, loss_cls: 4.4119, loss: 4.4119, grad_norm: 1.9384 2021-07-07 15:58:40,914 - mmaction - INFO - Epoch [8][1460/1879] lr: 3.053e-02, eta: 4 days, 21:31:29, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.1336, top5_acc: 0.3187, loss_cls: 4.3634, loss: 4.3634, grad_norm: 1.9185 2021-07-07 15:58:58,368 - mmaction - INFO - Epoch [8][1480/1879] lr: 3.056e-02, eta: 4 days, 21:30:49, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.1270, top5_acc: 0.3043, loss_cls: 4.4596, loss: 4.4596, grad_norm: 1.8996 2021-07-07 15:59:15,900 - mmaction - INFO - Epoch [8][1500/1879] lr: 3.058e-02, eta: 4 days, 21:30:13, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.1227, top5_acc: 0.3012, loss_cls: 4.3902, loss: 4.3902, grad_norm: 1.8577 2021-07-07 15:59:33,408 - mmaction - INFO - Epoch [8][1520/1879] lr: 3.061e-02, eta: 4 days, 21:29:35, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.1434, top5_acc: 0.3164, loss_cls: 4.3563, loss: 4.3563, grad_norm: 1.8866 2021-07-07 15:59:51,026 - mmaction - INFO - Epoch [8][1540/1879] lr: 3.064e-02, eta: 4 days, 21:29:00, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.1301, top5_acc: 0.3043, loss_cls: 4.4081, loss: 4.4081, grad_norm: 1.9194 2021-07-07 16:00:08,592 - mmaction - INFO - Epoch [8][1560/1879] lr: 3.067e-02, eta: 4 days, 21:28:23, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.1324, top5_acc: 0.3172, loss_cls: 4.3513, loss: 4.3513, grad_norm: 1.8393 2021-07-07 16:00:26,175 - mmaction - INFO - Epoch [8][1580/1879] lr: 3.070e-02, eta: 4 days, 21:27:47, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.1285, top5_acc: 0.3176, loss_cls: 4.3332, loss: 4.3332, grad_norm: 1.8925 2021-07-07 16:00:43,716 - mmaction - INFO - Epoch [8][1600/1879] lr: 3.073e-02, eta: 4 days, 21:27:11, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.1305, top5_acc: 0.3113, loss_cls: 4.3775, loss: 4.3775, grad_norm: 1.8901 2021-07-07 16:01:01,272 - mmaction - INFO - Epoch [8][1620/1879] lr: 3.075e-02, eta: 4 days, 21:26:34, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.1309, top5_acc: 0.3047, loss_cls: 4.4130, loss: 4.4130, grad_norm: 1.8850 2021-07-07 16:01:18,768 - mmaction - INFO - Epoch [8][1640/1879] lr: 3.078e-02, eta: 4 days, 21:25:56, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.1281, top5_acc: 0.3145, loss_cls: 4.3796, loss: 4.3796, grad_norm: 1.8585 2021-07-07 16:01:36,406 - mmaction - INFO - Epoch [8][1660/1879] lr: 3.081e-02, eta: 4 days, 21:25:22, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.1336, top5_acc: 0.3137, loss_cls: 4.3504, loss: 4.3504, grad_norm: 1.8853 2021-07-07 16:01:53,867 - mmaction - INFO - Epoch [8][1680/1879] lr: 3.084e-02, eta: 4 days, 21:24:43, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.1223, top5_acc: 0.3152, loss_cls: 4.3694, loss: 4.3694, grad_norm: 1.9589 2021-07-07 16:02:11,489 - mmaction - INFO - Epoch [8][1700/1879] lr: 3.087e-02, eta: 4 days, 21:24:08, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.1238, top5_acc: 0.3289, loss_cls: 4.3714, loss: 4.3714, grad_norm: 1.8801 2021-07-07 16:02:29,048 - mmaction - INFO - Epoch [8][1720/1879] lr: 3.089e-02, eta: 4 days, 21:23:32, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.1297, top5_acc: 0.3105, loss_cls: 4.3965, loss: 4.3965, grad_norm: 1.8976 2021-07-07 16:02:46,548 - mmaction - INFO - Epoch [8][1740/1879] lr: 3.092e-02, eta: 4 days, 21:22:54, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.1328, top5_acc: 0.3199, loss_cls: 4.3608, loss: 4.3608, grad_norm: 1.8760 2021-07-07 16:03:04,164 - mmaction - INFO - Epoch [8][1760/1879] lr: 3.095e-02, eta: 4 days, 21:22:19, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.1328, top5_acc: 0.3305, loss_cls: 4.3176, loss: 4.3176, grad_norm: 1.8634 2021-07-07 16:03:21,800 - mmaction - INFO - Epoch [8][1780/1879] lr: 3.098e-02, eta: 4 days, 21:21:45, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.1238, top5_acc: 0.3195, loss_cls: 4.3581, loss: 4.3581, grad_norm: 1.9335 2021-07-07 16:03:39,359 - mmaction - INFO - Epoch [8][1800/1879] lr: 3.101e-02, eta: 4 days, 21:21:12, time: 0.882, data_time: 0.007, memory: 6462, top1_acc: 0.1355, top5_acc: 0.3187, loss_cls: 4.3729, loss: 4.3729, grad_norm: 1.9297 2021-07-07 16:03:56,854 - mmaction - INFO - Epoch [8][1820/1879] lr: 3.103e-02, eta: 4 days, 21:20:33, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.1281, top5_acc: 0.3027, loss_cls: 4.3926, loss: 4.3926, grad_norm: 1.8930 2021-07-07 16:04:14,458 - mmaction - INFO - Epoch [8][1840/1879] lr: 3.106e-02, eta: 4 days, 21:19:59, time: 0.881, data_time: 0.009, memory: 6462, top1_acc: 0.1211, top5_acc: 0.3293, loss_cls: 4.3111, loss: 4.3111, grad_norm: 1.8673 2021-07-07 16:04:31,944 - mmaction - INFO - Epoch [8][1860/1879] lr: 3.109e-02, eta: 4 days, 21:19:20, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.1234, top5_acc: 0.3160, loss_cls: 4.3841, loss: 4.3841, grad_norm: 1.8857 2021-07-07 16:04:58,185 - mmaction - INFO - Saving checkpoint at 8 epochs 2021-07-07 16:07:28,518 - mmaction - INFO - Epoch [9][20/1879] lr: 3.113e-02, eta: 4 days, 22:17:29, time: 7.459, data_time: 6.364, memory: 6462, top1_acc: 0.1234, top5_acc: 0.3215, loss_cls: 4.3868, loss: 4.3868, grad_norm: 1.8684 2021-07-07 16:07:45,783 - mmaction - INFO - Epoch [9][40/1879] lr: 3.116e-02, eta: 4 days, 22:16:40, time: 0.864, data_time: 0.011, memory: 6462, top1_acc: 0.1332, top5_acc: 0.3191, loss_cls: 4.4072, loss: 4.4072, grad_norm: 1.8818 2021-07-07 16:08:02,915 - mmaction - INFO - Epoch [9][60/1879] lr: 3.118e-02, eta: 4 days, 22:15:46, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.1406, top5_acc: 0.3363, loss_cls: 4.3150, loss: 4.3150, grad_norm: 1.8549 2021-07-07 16:08:20,208 - mmaction - INFO - Epoch [9][80/1879] lr: 3.121e-02, eta: 4 days, 22:14:59, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.1344, top5_acc: 0.3230, loss_cls: 4.3785, loss: 4.3785, grad_norm: 1.8971 2021-07-07 16:08:37,692 - mmaction - INFO - Epoch [9][100/1879] lr: 3.124e-02, eta: 4 days, 22:14:15, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.1191, top5_acc: 0.3203, loss_cls: 4.3499, loss: 4.3499, grad_norm: 1.9407 2021-07-07 16:08:55,205 - mmaction - INFO - Epoch [9][120/1879] lr: 3.127e-02, eta: 4 days, 22:13:33, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.1250, top5_acc: 0.3246, loss_cls: 4.3074, loss: 4.3074, grad_norm: 1.9222 2021-07-07 16:09:12,685 - mmaction - INFO - Epoch [9][140/1879] lr: 3.130e-02, eta: 4 days, 22:12:50, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.1437, top5_acc: 0.3262, loss_cls: 4.3422, loss: 4.3422, grad_norm: 1.9322 2021-07-07 16:09:30,174 - mmaction - INFO - Epoch [9][160/1879] lr: 3.132e-02, eta: 4 days, 22:12:08, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.1336, top5_acc: 0.3258, loss_cls: 4.2946, loss: 4.2946, grad_norm: 1.8780 2021-07-07 16:09:47,718 - mmaction - INFO - Epoch [9][180/1879] lr: 3.135e-02, eta: 4 days, 22:11:27, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.1156, top5_acc: 0.3043, loss_cls: 4.4235, loss: 4.4235, grad_norm: 1.9274 2021-07-07 16:10:05,342 - mmaction - INFO - Epoch [9][200/1879] lr: 3.138e-02, eta: 4 days, 22:10:50, time: 0.882, data_time: 0.006, memory: 6462, top1_acc: 0.1270, top5_acc: 0.2992, loss_cls: 4.4124, loss: 4.4124, grad_norm: 1.8767 2021-07-07 16:10:22,900 - mmaction - INFO - Epoch [9][220/1879] lr: 3.141e-02, eta: 4 days, 22:10:10, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.1328, top5_acc: 0.3367, loss_cls: 4.3075, loss: 4.3075, grad_norm: 1.8946 2021-07-07 16:10:40,312 - mmaction - INFO - Epoch [9][240/1879] lr: 3.144e-02, eta: 4 days, 22:09:26, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.1426, top5_acc: 0.3363, loss_cls: 4.3117, loss: 4.3117, grad_norm: 1.8979 2021-07-07 16:10:57,941 - mmaction - INFO - Epoch [9][260/1879] lr: 3.147e-02, eta: 4 days, 22:08:47, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.1207, top5_acc: 0.3238, loss_cls: 4.3546, loss: 4.3546, grad_norm: 1.9195 2021-07-07 16:11:15,425 - mmaction - INFO - Epoch [9][280/1879] lr: 3.149e-02, eta: 4 days, 22:08:06, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.1395, top5_acc: 0.3285, loss_cls: 4.2965, loss: 4.2965, grad_norm: 1.9137 2021-07-07 16:11:32,952 - mmaction - INFO - Epoch [9][300/1879] lr: 3.152e-02, eta: 4 days, 22:07:25, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.1379, top5_acc: 0.3352, loss_cls: 4.2989, loss: 4.2989, grad_norm: 1.9378 2021-07-07 16:11:50,452 - mmaction - INFO - Epoch [9][320/1879] lr: 3.155e-02, eta: 4 days, 22:06:43, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.1383, top5_acc: 0.3207, loss_cls: 4.3484, loss: 4.3484, grad_norm: 1.9155 2021-07-07 16:12:08,036 - mmaction - INFO - Epoch [9][340/1879] lr: 3.158e-02, eta: 4 days, 22:06:06, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.1238, top5_acc: 0.3121, loss_cls: 4.3755, loss: 4.3755, grad_norm: 1.8792 2021-07-07 16:12:25,651 - mmaction - INFO - Epoch [9][360/1879] lr: 3.161e-02, eta: 4 days, 22:05:26, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.1359, top5_acc: 0.3281, loss_cls: 4.3518, loss: 4.3518, grad_norm: 1.9427 2021-07-07 16:12:43,161 - mmaction - INFO - Epoch [9][380/1879] lr: 3.163e-02, eta: 4 days, 22:04:46, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.1258, top5_acc: 0.3277, loss_cls: 4.3417, loss: 4.3417, grad_norm: 1.9095 2021-07-07 16:13:00,635 - mmaction - INFO - Epoch [9][400/1879] lr: 3.166e-02, eta: 4 days, 22:04:04, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.1305, top5_acc: 0.3164, loss_cls: 4.3644, loss: 4.3644, grad_norm: 1.9285 2021-07-07 16:13:18,152 - mmaction - INFO - Epoch [9][420/1879] lr: 3.169e-02, eta: 4 days, 22:03:25, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.1355, top5_acc: 0.3336, loss_cls: 4.3255, loss: 4.3255, grad_norm: 1.8713 2021-07-07 16:13:35,606 - mmaction - INFO - Epoch [9][440/1879] lr: 3.172e-02, eta: 4 days, 22:02:42, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.1316, top5_acc: 0.3141, loss_cls: 4.3396, loss: 4.3396, grad_norm: 1.8909 2021-07-07 16:13:53,190 - mmaction - INFO - Epoch [9][460/1879] lr: 3.175e-02, eta: 4 days, 22:02:02, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.1398, top5_acc: 0.3445, loss_cls: 4.2623, loss: 4.2623, grad_norm: 1.9331 2021-07-07 16:14:10,673 - mmaction - INFO - Epoch [9][480/1879] lr: 3.177e-02, eta: 4 days, 22:01:21, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.1352, top5_acc: 0.3367, loss_cls: 4.2702, loss: 4.2702, grad_norm: 1.8945 2021-07-07 16:14:28,237 - mmaction - INFO - Epoch [9][500/1879] lr: 3.180e-02, eta: 4 days, 22:00:41, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.1340, top5_acc: 0.3242, loss_cls: 4.3275, loss: 4.3275, grad_norm: 1.8851 2021-07-07 16:14:45,846 - mmaction - INFO - Epoch [9][520/1879] lr: 3.183e-02, eta: 4 days, 22:00:04, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.1324, top5_acc: 0.3340, loss_cls: 4.2984, loss: 4.2984, grad_norm: 1.9288 2021-07-07 16:15:03,404 - mmaction - INFO - Epoch [9][540/1879] lr: 3.186e-02, eta: 4 days, 21:59:27, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.1383, top5_acc: 0.3363, loss_cls: 4.2636, loss: 4.2636, grad_norm: 1.9378 2021-07-07 16:15:21,006 - mmaction - INFO - Epoch [9][560/1879] lr: 3.189e-02, eta: 4 days, 21:58:49, time: 0.880, data_time: 0.000, memory: 6462, top1_acc: 0.1441, top5_acc: 0.3434, loss_cls: 4.2803, loss: 4.2803, grad_norm: 1.9379 2021-07-07 16:15:38,599 - mmaction - INFO - Epoch [9][580/1879] lr: 3.192e-02, eta: 4 days, 21:58:11, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.1488, top5_acc: 0.3422, loss_cls: 4.2729, loss: 4.2729, grad_norm: 1.8627 2021-07-07 16:15:56,153 - mmaction - INFO - Epoch [9][600/1879] lr: 3.194e-02, eta: 4 days, 21:57:31, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.1281, top5_acc: 0.3379, loss_cls: 4.2925, loss: 4.2925, grad_norm: 1.9655 2021-07-07 16:16:13,674 - mmaction - INFO - Epoch [9][620/1879] lr: 3.197e-02, eta: 4 days, 21:56:52, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.1395, top5_acc: 0.3254, loss_cls: 4.3296, loss: 4.3296, grad_norm: 1.9257 2021-07-07 16:16:31,199 - mmaction - INFO - Epoch [9][640/1879] lr: 3.200e-02, eta: 4 days, 21:56:12, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.1336, top5_acc: 0.3258, loss_cls: 4.3142, loss: 4.3142, grad_norm: 1.9256 2021-07-07 16:16:48,755 - mmaction - INFO - Epoch [9][660/1879] lr: 3.203e-02, eta: 4 days, 21:55:32, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.1320, top5_acc: 0.3230, loss_cls: 4.3150, loss: 4.3150, grad_norm: 1.8855 2021-07-07 16:17:06,330 - mmaction - INFO - Epoch [9][680/1879] lr: 3.206e-02, eta: 4 days, 21:54:54, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.1437, top5_acc: 0.3355, loss_cls: 4.2961, loss: 4.2961, grad_norm: 1.9301 2021-07-07 16:17:23,914 - mmaction - INFO - Epoch [9][700/1879] lr: 3.208e-02, eta: 4 days, 21:54:17, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.1383, top5_acc: 0.3516, loss_cls: 4.3095, loss: 4.3095, grad_norm: 1.9502 2021-07-07 16:17:41,502 - mmaction - INFO - Epoch [9][720/1879] lr: 3.211e-02, eta: 4 days, 21:53:39, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.1348, top5_acc: 0.3270, loss_cls: 4.3061, loss: 4.3061, grad_norm: 1.9303 2021-07-07 16:17:59,054 - mmaction - INFO - Epoch [9][740/1879] lr: 3.214e-02, eta: 4 days, 21:53:01, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.1320, top5_acc: 0.3168, loss_cls: 4.3588, loss: 4.3588, grad_norm: 1.9300 2021-07-07 16:18:16,566 - mmaction - INFO - Epoch [9][760/1879] lr: 3.217e-02, eta: 4 days, 21:52:21, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.1426, top5_acc: 0.3359, loss_cls: 4.2744, loss: 4.2744, grad_norm: 1.8963 2021-07-07 16:18:34,054 - mmaction - INFO - Epoch [9][780/1879] lr: 3.220e-02, eta: 4 days, 21:51:40, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.1437, top5_acc: 0.3316, loss_cls: 4.2922, loss: 4.2922, grad_norm: 1.9415 2021-07-07 16:18:51,583 - mmaction - INFO - Epoch [9][800/1879] lr: 3.222e-02, eta: 4 days, 21:51:02, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.1480, top5_acc: 0.3438, loss_cls: 4.2637, loss: 4.2637, grad_norm: 1.9222 2021-07-07 16:19:09,144 - mmaction - INFO - Epoch [9][820/1879] lr: 3.225e-02, eta: 4 days, 21:50:23, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.1453, top5_acc: 0.3410, loss_cls: 4.2681, loss: 4.2681, grad_norm: 1.8905 2021-07-07 16:19:26,684 - mmaction - INFO - Epoch [9][840/1879] lr: 3.228e-02, eta: 4 days, 21:49:45, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.1367, top5_acc: 0.3328, loss_cls: 4.2861, loss: 4.2861, grad_norm: 1.9563 2021-07-07 16:19:44,178 - mmaction - INFO - Epoch [9][860/1879] lr: 3.231e-02, eta: 4 days, 21:49:05, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.1324, top5_acc: 0.3289, loss_cls: 4.3046, loss: 4.3046, grad_norm: 1.9424 2021-07-07 16:20:01,706 - mmaction - INFO - Epoch [9][880/1879] lr: 3.234e-02, eta: 4 days, 21:48:25, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.1387, top5_acc: 0.3215, loss_cls: 4.3245, loss: 4.3245, grad_norm: 1.8835 2021-07-07 16:20:19,255 - mmaction - INFO - Epoch [9][900/1879] lr: 3.236e-02, eta: 4 days, 21:47:46, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.1566, top5_acc: 0.3477, loss_cls: 4.2520, loss: 4.2520, grad_norm: 1.8737 2021-07-07 16:20:36,822 - mmaction - INFO - Epoch [9][920/1879] lr: 3.239e-02, eta: 4 days, 21:47:10, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.1387, top5_acc: 0.3113, loss_cls: 4.3272, loss: 4.3272, grad_norm: 1.9181 2021-07-07 16:20:54,241 - mmaction - INFO - Epoch [9][940/1879] lr: 3.242e-02, eta: 4 days, 21:46:27, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.1418, top5_acc: 0.3512, loss_cls: 4.2441, loss: 4.2441, grad_norm: 1.8689 2021-07-07 16:21:11,865 - mmaction - INFO - Epoch [9][960/1879] lr: 3.245e-02, eta: 4 days, 21:45:51, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.1395, top5_acc: 0.3328, loss_cls: 4.2859, loss: 4.2859, grad_norm: 1.9203 2021-07-07 16:21:29,451 - mmaction - INFO - Epoch [9][980/1879] lr: 3.248e-02, eta: 4 days, 21:45:14, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.1441, top5_acc: 0.3348, loss_cls: 4.2780, loss: 4.2780, grad_norm: 1.9233 2021-07-07 16:21:46,964 - mmaction - INFO - Epoch [9][1000/1879] lr: 3.251e-02, eta: 4 days, 21:44:35, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.1492, top5_acc: 0.3453, loss_cls: 4.2553, loss: 4.2553, grad_norm: 1.9463 2021-07-07 16:22:04,499 - mmaction - INFO - Epoch [9][1020/1879] lr: 3.253e-02, eta: 4 days, 21:43:57, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.1418, top5_acc: 0.3324, loss_cls: 4.3186, loss: 4.3186, grad_norm: 1.9285 2021-07-07 16:22:21,891 - mmaction - INFO - Epoch [9][1040/1879] lr: 3.256e-02, eta: 4 days, 21:43:15, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.1477, top5_acc: 0.3395, loss_cls: 4.2663, loss: 4.2663, grad_norm: 1.8851 2021-07-07 16:22:39,427 - mmaction - INFO - Epoch [9][1060/1879] lr: 3.259e-02, eta: 4 days, 21:42:36, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.1621, top5_acc: 0.3570, loss_cls: 4.2012, loss: 4.2012, grad_norm: 1.9235 2021-07-07 16:22:57,013 - mmaction - INFO - Epoch [9][1080/1879] lr: 3.262e-02, eta: 4 days, 21:41:59, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.1277, top5_acc: 0.3223, loss_cls: 4.3045, loss: 4.3045, grad_norm: 1.9460 2021-07-07 16:23:14,500 - mmaction - INFO - Epoch [9][1100/1879] lr: 3.265e-02, eta: 4 days, 21:41:19, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.1270, top5_acc: 0.3148, loss_cls: 4.3123, loss: 4.3123, grad_norm: 1.8898 2021-07-07 16:23:31,982 - mmaction - INFO - Epoch [9][1120/1879] lr: 3.267e-02, eta: 4 days, 21:40:41, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.1496, top5_acc: 0.3422, loss_cls: 4.2621, loss: 4.2621, grad_norm: 1.9075 2021-07-07 16:23:49,496 - mmaction - INFO - Epoch [9][1140/1879] lr: 3.270e-02, eta: 4 days, 21:40:01, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.1387, top5_acc: 0.3391, loss_cls: 4.2775, loss: 4.2775, grad_norm: 1.9275 2021-07-07 16:24:07,093 - mmaction - INFO - Epoch [9][1160/1879] lr: 3.273e-02, eta: 4 days, 21:39:26, time: 0.882, data_time: 0.007, memory: 6462, top1_acc: 0.1441, top5_acc: 0.3305, loss_cls: 4.2715, loss: 4.2715, grad_norm: 1.9445 2021-07-07 16:24:24,634 - mmaction - INFO - Epoch [9][1180/1879] lr: 3.276e-02, eta: 4 days, 21:38:47, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.1332, top5_acc: 0.3402, loss_cls: 4.2300, loss: 4.2300, grad_norm: 1.9450 2021-07-07 16:24:42,142 - mmaction - INFO - Epoch [9][1200/1879] lr: 3.279e-02, eta: 4 days, 21:38:09, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.1461, top5_acc: 0.3488, loss_cls: 4.2453, loss: 4.2453, grad_norm: 1.8956 2021-07-07 16:24:59,568 - mmaction - INFO - Epoch [9][1220/1879] lr: 3.281e-02, eta: 4 days, 21:37:27, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.1309, top5_acc: 0.3324, loss_cls: 4.3230, loss: 4.3230, grad_norm: 1.9345 2021-07-07 16:25:17,110 - mmaction - INFO - Epoch [9][1240/1879] lr: 3.284e-02, eta: 4 days, 21:36:50, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.1539, top5_acc: 0.3469, loss_cls: 4.2374, loss: 4.2374, grad_norm: 1.9095 2021-07-07 16:25:34,639 - mmaction - INFO - Epoch [9][1260/1879] lr: 3.287e-02, eta: 4 days, 21:36:12, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.1426, top5_acc: 0.3430, loss_cls: 4.2487, loss: 4.2487, grad_norm: 1.9012 2021-07-07 16:25:52,198 - mmaction - INFO - Epoch [9][1280/1879] lr: 3.290e-02, eta: 4 days, 21:35:35, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.1508, top5_acc: 0.3559, loss_cls: 4.2510, loss: 4.2510, grad_norm: 1.9222 2021-07-07 16:26:09,685 - mmaction - INFO - Epoch [9][1300/1879] lr: 3.293e-02, eta: 4 days, 21:34:56, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.1469, top5_acc: 0.3465, loss_cls: 4.2605, loss: 4.2605, grad_norm: 1.9545 2021-07-07 16:26:27,251 - mmaction - INFO - Epoch [9][1320/1879] lr: 3.296e-02, eta: 4 days, 21:34:19, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.1348, top5_acc: 0.3316, loss_cls: 4.2773, loss: 4.2773, grad_norm: 1.9485 2021-07-07 16:26:44,791 - mmaction - INFO - Epoch [9][1340/1879] lr: 3.298e-02, eta: 4 days, 21:33:41, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.1383, top5_acc: 0.3418, loss_cls: 4.2445, loss: 4.2445, grad_norm: 1.9174 2021-07-07 16:27:02,441 - mmaction - INFO - Epoch [9][1360/1879] lr: 3.301e-02, eta: 4 days, 21:33:08, time: 0.884, data_time: 0.006, memory: 6462, top1_acc: 0.1516, top5_acc: 0.3582, loss_cls: 4.1857, loss: 4.1857, grad_norm: 1.9252 2021-07-07 16:27:19,817 - mmaction - INFO - Epoch [9][1380/1879] lr: 3.304e-02, eta: 4 days, 21:32:25, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.1437, top5_acc: 0.3406, loss_cls: 4.2602, loss: 4.2602, grad_norm: 1.9724 2021-07-07 16:27:37,411 - mmaction - INFO - Epoch [9][1400/1879] lr: 3.307e-02, eta: 4 days, 21:31:50, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.1410, top5_acc: 0.3383, loss_cls: 4.2523, loss: 4.2523, grad_norm: 1.9237 2021-07-07 16:27:54,931 - mmaction - INFO - Epoch [9][1420/1879] lr: 3.310e-02, eta: 4 days, 21:31:11, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.1496, top5_acc: 0.3434, loss_cls: 4.2256, loss: 4.2256, grad_norm: 1.9298 2021-07-07 16:28:12,382 - mmaction - INFO - Epoch [9][1440/1879] lr: 3.312e-02, eta: 4 days, 21:30:32, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.1449, top5_acc: 0.3414, loss_cls: 4.2492, loss: 4.2492, grad_norm: 1.9200 2021-07-07 16:28:29,921 - mmaction - INFO - Epoch [9][1460/1879] lr: 3.315e-02, eta: 4 days, 21:29:54, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.1367, top5_acc: 0.3332, loss_cls: 4.2988, loss: 4.2988, grad_norm: 1.9497 2021-07-07 16:28:47,396 - mmaction - INFO - Epoch [9][1480/1879] lr: 3.318e-02, eta: 4 days, 21:29:15, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.1488, top5_acc: 0.3340, loss_cls: 4.2558, loss: 4.2558, grad_norm: 1.9300 2021-07-07 16:29:04,849 - mmaction - INFO - Epoch [9][1500/1879] lr: 3.321e-02, eta: 4 days, 21:28:36, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.1516, top5_acc: 0.3484, loss_cls: 4.2239, loss: 4.2239, grad_norm: 1.9444 2021-07-07 16:29:22,385 - mmaction - INFO - Epoch [9][1520/1879] lr: 3.324e-02, eta: 4 days, 21:27:59, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.1355, top5_acc: 0.3277, loss_cls: 4.2960, loss: 4.2960, grad_norm: 1.9891 2021-07-07 16:29:39,900 - mmaction - INFO - Epoch [9][1540/1879] lr: 3.326e-02, eta: 4 days, 21:27:21, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.1445, top5_acc: 0.3480, loss_cls: 4.2202, loss: 4.2202, grad_norm: 1.9990 2021-07-07 16:29:57,454 - mmaction - INFO - Epoch [9][1560/1879] lr: 3.329e-02, eta: 4 days, 21:26:45, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.1457, top5_acc: 0.3301, loss_cls: 4.2431, loss: 4.2431, grad_norm: 1.9431 2021-07-07 16:30:14,939 - mmaction - INFO - Epoch [9][1580/1879] lr: 3.332e-02, eta: 4 days, 21:26:07, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.1453, top5_acc: 0.3395, loss_cls: 4.2592, loss: 4.2592, grad_norm: 1.9719 2021-07-07 16:30:32,558 - mmaction - INFO - Epoch [9][1600/1879] lr: 3.335e-02, eta: 4 days, 21:25:32, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.1449, top5_acc: 0.3516, loss_cls: 4.2360, loss: 4.2360, grad_norm: 1.9159 2021-07-07 16:30:49,974 - mmaction - INFO - Epoch [9][1620/1879] lr: 3.338e-02, eta: 4 days, 21:24:53, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.1398, top5_acc: 0.3457, loss_cls: 4.2421, loss: 4.2421, grad_norm: 1.9232 2021-07-07 16:31:07,506 - mmaction - INFO - Epoch [9][1640/1879] lr: 3.340e-02, eta: 4 days, 21:24:14, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.1449, top5_acc: 0.3496, loss_cls: 4.2286, loss: 4.2286, grad_norm: 1.9025 2021-07-07 16:31:25,020 - mmaction - INFO - Epoch [9][1660/1879] lr: 3.343e-02, eta: 4 days, 21:23:37, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.1445, top5_acc: 0.3387, loss_cls: 4.2562, loss: 4.2562, grad_norm: 1.9104 2021-07-07 16:31:42,543 - mmaction - INFO - Epoch [9][1680/1879] lr: 3.346e-02, eta: 4 days, 21:22:59, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.1461, top5_acc: 0.3512, loss_cls: 4.2245, loss: 4.2245, grad_norm: 1.9629 2021-07-07 16:32:00,091 - mmaction - INFO - Epoch [9][1700/1879] lr: 3.349e-02, eta: 4 days, 21:22:24, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.1531, top5_acc: 0.3371, loss_cls: 4.2501, loss: 4.2501, grad_norm: 1.9644 2021-07-07 16:32:17,461 - mmaction - INFO - Epoch [9][1720/1879] lr: 3.352e-02, eta: 4 days, 21:21:43, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.1508, top5_acc: 0.3367, loss_cls: 4.2732, loss: 4.2732, grad_norm: 1.9164 2021-07-07 16:32:35,019 - mmaction - INFO - Epoch [9][1740/1879] lr: 3.355e-02, eta: 4 days, 21:21:07, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.1219, top5_acc: 0.3320, loss_cls: 4.2845, loss: 4.2845, grad_norm: 1.9222 2021-07-07 16:32:52,686 - mmaction - INFO - Epoch [9][1760/1879] lr: 3.357e-02, eta: 4 days, 21:20:34, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.1508, top5_acc: 0.3527, loss_cls: 4.2122, loss: 4.2122, grad_norm: 1.9126 2021-07-07 16:33:10,317 - mmaction - INFO - Epoch [9][1780/1879] lr: 3.360e-02, eta: 4 days, 21:19:59, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.1437, top5_acc: 0.3504, loss_cls: 4.2535, loss: 4.2535, grad_norm: 1.9505 2021-07-07 16:33:27,970 - mmaction - INFO - Epoch [9][1800/1879] lr: 3.363e-02, eta: 4 days, 21:19:26, time: 0.884, data_time: 0.005, memory: 6462, top1_acc: 0.1512, top5_acc: 0.3520, loss_cls: 4.1894, loss: 4.1894, grad_norm: 1.9156 2021-07-07 16:33:45,594 - mmaction - INFO - Epoch [9][1820/1879] lr: 3.366e-02, eta: 4 days, 21:18:53, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.1516, top5_acc: 0.3438, loss_cls: 4.2317, loss: 4.2317, grad_norm: 1.9324 2021-07-07 16:34:03,172 - mmaction - INFO - Epoch [9][1840/1879] lr: 3.369e-02, eta: 4 days, 21:18:16, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.1480, top5_acc: 0.3504, loss_cls: 4.2460, loss: 4.2460, grad_norm: 1.9292 2021-07-07 16:34:20,839 - mmaction - INFO - Epoch [9][1860/1879] lr: 3.371e-02, eta: 4 days, 21:17:46, time: 0.887, data_time: 0.004, memory: 6462, top1_acc: 0.1578, top5_acc: 0.3539, loss_cls: 4.1822, loss: 4.1822, grad_norm: 1.8925 2021-07-07 16:37:13,191 - mmaction - INFO - Epoch [10][20/1879] lr: 3.375e-02, eta: 4 days, 22:07:24, time: 7.272, data_time: 6.297, memory: 6462, top1_acc: 0.1523, top5_acc: 0.3594, loss_cls: 4.1506, loss: 4.1506, grad_norm: 1.9208 2021-07-07 16:37:30,361 - mmaction - INFO - Epoch [10][40/1879] lr: 3.378e-02, eta: 4 days, 22:06:34, time: 0.859, data_time: 0.009, memory: 6462, top1_acc: 0.1543, top5_acc: 0.3578, loss_cls: 4.1421, loss: 4.1421, grad_norm: 1.9104 2021-07-07 16:37:47,462 - mmaction - INFO - Epoch [10][60/1879] lr: 3.380e-02, eta: 4 days, 22:05:44, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.1418, top5_acc: 0.3461, loss_cls: 4.1825, loss: 4.1825, grad_norm: 1.9411 2021-07-07 16:38:04,769 - mmaction - INFO - Epoch [10][80/1879] lr: 3.383e-02, eta: 4 days, 22:04:57, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.1480, top5_acc: 0.3563, loss_cls: 4.1902, loss: 4.1902, grad_norm: 1.9535 2021-07-07 16:38:22,334 - mmaction - INFO - Epoch [10][100/1879] lr: 3.386e-02, eta: 4 days, 22:04:17, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.1516, top5_acc: 0.3527, loss_cls: 4.1815, loss: 4.1815, grad_norm: 1.9616 2021-07-07 16:38:39,908 - mmaction - INFO - Epoch [10][120/1879] lr: 3.389e-02, eta: 4 days, 22:03:39, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.1437, top5_acc: 0.3539, loss_cls: 4.1654, loss: 4.1654, grad_norm: 1.9455 2021-07-07 16:38:57,335 - mmaction - INFO - Epoch [10][140/1879] lr: 3.392e-02, eta: 4 days, 22:02:58, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.1465, top5_acc: 0.3488, loss_cls: 4.2031, loss: 4.2031, grad_norm: 1.9518 2021-07-07 16:39:14,903 - mmaction - INFO - Epoch [10][160/1879] lr: 3.394e-02, eta: 4 days, 22:02:17, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.1473, top5_acc: 0.3570, loss_cls: 4.1868, loss: 4.1868, grad_norm: 1.9406 2021-07-07 16:39:32,342 - mmaction - INFO - Epoch [10][180/1879] lr: 3.397e-02, eta: 4 days, 22:01:36, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.1562, top5_acc: 0.3688, loss_cls: 4.1648, loss: 4.1648, grad_norm: 1.9791 2021-07-07 16:39:49,919 - mmaction - INFO - Epoch [10][200/1879] lr: 3.400e-02, eta: 4 days, 22:00:57, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.1484, top5_acc: 0.3504, loss_cls: 4.1895, loss: 4.1895, grad_norm: 1.9384 2021-07-07 16:40:07,503 - mmaction - INFO - Epoch [10][220/1879] lr: 3.403e-02, eta: 4 days, 22:00:19, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.1496, top5_acc: 0.3582, loss_cls: 4.1764, loss: 4.1764, grad_norm: 1.9570 2021-07-07 16:40:24,954 - mmaction - INFO - Epoch [10][240/1879] lr: 3.406e-02, eta: 4 days, 21:59:37, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.1355, top5_acc: 0.3398, loss_cls: 4.2639, loss: 4.2639, grad_norm: 1.9535 2021-07-07 16:40:42,492 - mmaction - INFO - Epoch [10][260/1879] lr: 3.408e-02, eta: 4 days, 21:58:59, time: 0.878, data_time: 0.013, memory: 6462, top1_acc: 0.1457, top5_acc: 0.3648, loss_cls: 4.1595, loss: 4.1595, grad_norm: 1.9465 2021-07-07 16:41:00,132 - mmaction - INFO - Epoch [10][280/1879] lr: 3.411e-02, eta: 4 days, 21:58:21, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.1637, top5_acc: 0.3555, loss_cls: 4.2264, loss: 4.2264, grad_norm: 1.9479 2021-07-07 16:41:17,583 - mmaction - INFO - Epoch [10][300/1879] lr: 3.414e-02, eta: 4 days, 21:57:41, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.1480, top5_acc: 0.3500, loss_cls: 4.2178, loss: 4.2178, grad_norm: 1.9378 2021-07-07 16:41:35,143 - mmaction - INFO - Epoch [10][320/1879] lr: 3.417e-02, eta: 4 days, 21:57:01, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.1488, top5_acc: 0.3617, loss_cls: 4.1351, loss: 4.1351, grad_norm: 1.9292 2021-07-07 16:41:52,622 - mmaction - INFO - Epoch [10][340/1879] lr: 3.420e-02, eta: 4 days, 21:56:22, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.1566, top5_acc: 0.3668, loss_cls: 4.1506, loss: 4.1506, grad_norm: 1.8985 2021-07-07 16:42:10,090 - mmaction - INFO - Epoch [10][360/1879] lr: 3.422e-02, eta: 4 days, 21:55:40, time: 0.872, data_time: 0.000, memory: 6462, top1_acc: 0.1512, top5_acc: 0.3629, loss_cls: 4.1737, loss: 4.1737, grad_norm: 1.9847 2021-07-07 16:42:27,601 - mmaction - INFO - Epoch [10][380/1879] lr: 3.425e-02, eta: 4 days, 21:55:00, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.1566, top5_acc: 0.3543, loss_cls: 4.1419, loss: 4.1419, grad_norm: 1.9737 2021-07-07 16:42:45,043 - mmaction - INFO - Epoch [10][400/1879] lr: 3.428e-02, eta: 4 days, 21:54:20, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.1480, top5_acc: 0.3637, loss_cls: 4.1633, loss: 4.1633, grad_norm: 1.9206 2021-07-07 16:43:02,561 - mmaction - INFO - Epoch [10][420/1879] lr: 3.431e-02, eta: 4 days, 21:53:39, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.1594, top5_acc: 0.3621, loss_cls: 4.1429, loss: 4.1429, grad_norm: 1.9979 2021-07-07 16:43:20,146 - mmaction - INFO - Epoch [10][440/1879] lr: 3.434e-02, eta: 4 days, 21:53:02, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.1535, top5_acc: 0.3551, loss_cls: 4.1844, loss: 4.1844, grad_norm: 1.9781 2021-07-07 16:43:37,654 - mmaction - INFO - Epoch [10][460/1879] lr: 3.437e-02, eta: 4 days, 21:52:21, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.1566, top5_acc: 0.3711, loss_cls: 4.1475, loss: 4.1475, grad_norm: 1.9415 2021-07-07 16:43:55,114 - mmaction - INFO - Epoch [10][480/1879] lr: 3.439e-02, eta: 4 days, 21:51:41, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.1715, top5_acc: 0.3684, loss_cls: 4.1405, loss: 4.1405, grad_norm: 1.9416 2021-07-07 16:44:12,538 - mmaction - INFO - Epoch [10][500/1879] lr: 3.442e-02, eta: 4 days, 21:51:00, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.1500, top5_acc: 0.3637, loss_cls: 4.1602, loss: 4.1602, grad_norm: 1.9445 2021-07-07 16:44:30,016 - mmaction - INFO - Epoch [10][520/1879] lr: 3.445e-02, eta: 4 days, 21:50:20, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.1434, top5_acc: 0.3438, loss_cls: 4.2099, loss: 4.2099, grad_norm: 1.9466 2021-07-07 16:44:47,514 - mmaction - INFO - Epoch [10][540/1879] lr: 3.448e-02, eta: 4 days, 21:49:41, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.1586, top5_acc: 0.3609, loss_cls: 4.1784, loss: 4.1784, grad_norm: 1.9997 2021-07-07 16:45:05,150 - mmaction - INFO - Epoch [10][560/1879] lr: 3.451e-02, eta: 4 days, 21:49:05, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.1586, top5_acc: 0.3531, loss_cls: 4.1828, loss: 4.1828, grad_norm: 1.9742 2021-07-07 16:45:22,596 - mmaction - INFO - Epoch [10][580/1879] lr: 3.453e-02, eta: 4 days, 21:48:23, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.1590, top5_acc: 0.3637, loss_cls: 4.1198, loss: 4.1198, grad_norm: 1.9508 2021-07-07 16:45:40,161 - mmaction - INFO - Epoch [10][600/1879] lr: 3.456e-02, eta: 4 days, 21:47:45, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.1457, top5_acc: 0.3414, loss_cls: 4.2321, loss: 4.2321, grad_norm: 1.9971 2021-07-07 16:45:57,718 - mmaction - INFO - Epoch [10][620/1879] lr: 3.459e-02, eta: 4 days, 21:47:08, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.1512, top5_acc: 0.3605, loss_cls: 4.1744, loss: 4.1744, grad_norm: 1.9658 2021-07-07 16:46:15,211 - mmaction - INFO - Epoch [10][640/1879] lr: 3.462e-02, eta: 4 days, 21:46:28, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.1555, top5_acc: 0.3641, loss_cls: 4.1504, loss: 4.1504, grad_norm: 1.9418 2021-07-07 16:46:32,840 - mmaction - INFO - Epoch [10][660/1879] lr: 3.465e-02, eta: 4 days, 21:45:50, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.1625, top5_acc: 0.3566, loss_cls: 4.1455, loss: 4.1455, grad_norm: 1.9638 2021-07-07 16:46:50,351 - mmaction - INFO - Epoch [10][680/1879] lr: 3.467e-02, eta: 4 days, 21:45:13, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.1617, top5_acc: 0.3527, loss_cls: 4.1479, loss: 4.1479, grad_norm: 1.9209 2021-07-07 16:47:07,857 - mmaction - INFO - Epoch [10][700/1879] lr: 3.470e-02, eta: 4 days, 21:44:34, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.1555, top5_acc: 0.3594, loss_cls: 4.1662, loss: 4.1662, grad_norm: 1.9284 2021-07-07 16:47:25,405 - mmaction - INFO - Epoch [10][720/1879] lr: 3.473e-02, eta: 4 days, 21:43:57, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.1492, top5_acc: 0.3484, loss_cls: 4.2188, loss: 4.2188, grad_norm: 1.9510 2021-07-07 16:47:42,860 - mmaction - INFO - Epoch [10][740/1879] lr: 3.476e-02, eta: 4 days, 21:43:16, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.1398, top5_acc: 0.3465, loss_cls: 4.1781, loss: 4.1781, grad_norm: 1.9678 2021-07-07 16:48:00,378 - mmaction - INFO - Epoch [10][760/1879] lr: 3.479e-02, eta: 4 days, 21:42:37, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.1594, top5_acc: 0.3609, loss_cls: 4.1622, loss: 4.1622, grad_norm: 1.9411 2021-07-07 16:48:17,866 - mmaction - INFO - Epoch [10][780/1879] lr: 3.481e-02, eta: 4 days, 21:41:59, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.1570, top5_acc: 0.3660, loss_cls: 4.1671, loss: 4.1671, grad_norm: 1.9355 2021-07-07 16:48:35,362 - mmaction - INFO - Epoch [10][800/1879] lr: 3.484e-02, eta: 4 days, 21:41:18, time: 0.871, data_time: 0.000, memory: 6462, top1_acc: 0.1527, top5_acc: 0.3570, loss_cls: 4.1736, loss: 4.1736, grad_norm: 1.9167 2021-07-07 16:48:52,957 - mmaction - INFO - Epoch [10][820/1879] lr: 3.487e-02, eta: 4 days, 21:40:42, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.1551, top5_acc: 0.3590, loss_cls: 4.1588, loss: 4.1588, grad_norm: 1.9839 2021-07-07 16:49:10,487 - mmaction - INFO - Epoch [10][840/1879] lr: 3.490e-02, eta: 4 days, 21:40:05, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.1535, top5_acc: 0.3512, loss_cls: 4.2106, loss: 4.2106, grad_norm: 1.9509 2021-07-07 16:49:28,034 - mmaction - INFO - Epoch [10][860/1879] lr: 3.493e-02, eta: 4 days, 21:39:27, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.1508, top5_acc: 0.3512, loss_cls: 4.2117, loss: 4.2117, grad_norm: 1.9785 2021-07-07 16:49:45,637 - mmaction - INFO - Epoch [10][880/1879] lr: 3.496e-02, eta: 4 days, 21:38:50, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.1594, top5_acc: 0.3699, loss_cls: 4.1138, loss: 4.1138, grad_norm: 1.9410 2021-07-07 16:50:03,247 - mmaction - INFO - Epoch [10][900/1879] lr: 3.498e-02, eta: 4 days, 21:38:15, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.1523, top5_acc: 0.3703, loss_cls: 4.0963, loss: 4.0963, grad_norm: 1.9924 2021-07-07 16:50:20,837 - mmaction - INFO - Epoch [10][920/1879] lr: 3.501e-02, eta: 4 days, 21:37:39, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.1543, top5_acc: 0.3457, loss_cls: 4.2208, loss: 4.2208, grad_norm: 1.9521 2021-07-07 16:50:38,204 - mmaction - INFO - Epoch [10][940/1879] lr: 3.504e-02, eta: 4 days, 21:36:57, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.1508, top5_acc: 0.3672, loss_cls: 4.1581, loss: 4.1581, grad_norm: 2.0163 2021-07-07 16:50:55,781 - mmaction - INFO - Epoch [10][960/1879] lr: 3.507e-02, eta: 4 days, 21:36:19, time: 0.876, data_time: 0.000, memory: 6462, top1_acc: 0.1535, top5_acc: 0.3586, loss_cls: 4.2137, loss: 4.2137, grad_norm: 1.9760 2021-07-07 16:51:13,320 - mmaction - INFO - Epoch [10][980/1879] lr: 3.510e-02, eta: 4 days, 21:35:42, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.1543, top5_acc: 0.3684, loss_cls: 4.1249, loss: 4.1249, grad_norm: 1.9191 2021-07-07 16:51:30,908 - mmaction - INFO - Epoch [10][1000/1879] lr: 3.512e-02, eta: 4 days, 21:35:05, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.1484, top5_acc: 0.3684, loss_cls: 4.1014, loss: 4.1014, grad_norm: 1.9380 2021-07-07 16:51:48,436 - mmaction - INFO - Epoch [10][1020/1879] lr: 3.515e-02, eta: 4 days, 21:34:29, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.1570, top5_acc: 0.3512, loss_cls: 4.1952, loss: 4.1952, grad_norm: 1.9695 2021-07-07 16:52:05,908 - mmaction - INFO - Epoch [10][1040/1879] lr: 3.518e-02, eta: 4 days, 21:33:49, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.1566, top5_acc: 0.3617, loss_cls: 4.1313, loss: 4.1313, grad_norm: 2.0155 2021-07-07 16:52:23,537 - mmaction - INFO - Epoch [10][1060/1879] lr: 3.521e-02, eta: 4 days, 21:33:14, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.1473, top5_acc: 0.3480, loss_cls: 4.1950, loss: 4.1950, grad_norm: 1.9699 2021-07-07 16:52:41,025 - mmaction - INFO - Epoch [10][1080/1879] lr: 3.524e-02, eta: 4 days, 21:32:36, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.1371, top5_acc: 0.3570, loss_cls: 4.1779, loss: 4.1779, grad_norm: 1.9555 2021-07-07 16:52:58,596 - mmaction - INFO - Epoch [10][1100/1879] lr: 3.526e-02, eta: 4 days, 21:31:59, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.1629, top5_acc: 0.3684, loss_cls: 4.1131, loss: 4.1131, grad_norm: 1.9479 2021-07-07 16:53:16,301 - mmaction - INFO - Epoch [10][1120/1879] lr: 3.529e-02, eta: 4 days, 21:31:25, time: 0.884, data_time: 0.005, memory: 6462, top1_acc: 0.1695, top5_acc: 0.3836, loss_cls: 4.0532, loss: 4.0532, grad_norm: 1.9674 2021-07-07 16:53:33,838 - mmaction - INFO - Epoch [10][1140/1879] lr: 3.532e-02, eta: 4 days, 21:30:49, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.1539, top5_acc: 0.3781, loss_cls: 4.1291, loss: 4.1291, grad_norm: 1.9550 2021-07-07 16:53:51,475 - mmaction - INFO - Epoch [10][1160/1879] lr: 3.535e-02, eta: 4 days, 21:30:14, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.1621, top5_acc: 0.3895, loss_cls: 4.0631, loss: 4.0631, grad_norm: 1.9372 2021-07-07 16:54:08,915 - mmaction - INFO - Epoch [10][1180/1879] lr: 3.538e-02, eta: 4 days, 21:29:35, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.1559, top5_acc: 0.3594, loss_cls: 4.1518, loss: 4.1518, grad_norm: 1.9680 2021-07-07 16:54:26,517 - mmaction - INFO - Epoch [10][1200/1879] lr: 3.540e-02, eta: 4 days, 21:28:59, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.1629, top5_acc: 0.3691, loss_cls: 4.1304, loss: 4.1304, grad_norm: 1.9524 2021-07-07 16:54:44,097 - mmaction - INFO - Epoch [10][1220/1879] lr: 3.543e-02, eta: 4 days, 21:28:23, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.1648, top5_acc: 0.3738, loss_cls: 4.1106, loss: 4.1106, grad_norm: 1.9590 2021-07-07 16:55:01,622 - mmaction - INFO - Epoch [10][1240/1879] lr: 3.546e-02, eta: 4 days, 21:27:46, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.1680, top5_acc: 0.3785, loss_cls: 4.0712, loss: 4.0712, grad_norm: 1.9841 2021-07-07 16:55:19,159 - mmaction - INFO - Epoch [10][1260/1879] lr: 3.549e-02, eta: 4 days, 21:27:10, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.1652, top5_acc: 0.3781, loss_cls: 4.0991, loss: 4.0991, grad_norm: 1.9435 2021-07-07 16:55:36,696 - mmaction - INFO - Epoch [10][1280/1879] lr: 3.552e-02, eta: 4 days, 21:26:32, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.1516, top5_acc: 0.3645, loss_cls: 4.1101, loss: 4.1101, grad_norm: 2.0116 2021-07-07 16:55:54,394 - mmaction - INFO - Epoch [10][1300/1879] lr: 3.554e-02, eta: 4 days, 21:25:59, time: 0.886, data_time: 0.005, memory: 6462, top1_acc: 0.1582, top5_acc: 0.3691, loss_cls: 4.1172, loss: 4.1172, grad_norm: 1.9445 2021-07-07 16:56:11,969 - mmaction - INFO - Epoch [10][1320/1879] lr: 3.557e-02, eta: 4 days, 21:25:22, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.1559, top5_acc: 0.3508, loss_cls: 4.1837, loss: 4.1837, grad_norm: 2.0138 2021-07-07 16:56:29,514 - mmaction - INFO - Epoch [10][1340/1879] lr: 3.560e-02, eta: 4 days, 21:24:46, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.1684, top5_acc: 0.3793, loss_cls: 4.0613, loss: 4.0613, grad_norm: 1.9349 2021-07-07 16:56:47,055 - mmaction - INFO - Epoch [10][1360/1879] lr: 3.563e-02, eta: 4 days, 21:24:10, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.1586, top5_acc: 0.3816, loss_cls: 4.0937, loss: 4.0937, grad_norm: 1.9450 2021-07-07 16:57:04,685 - mmaction - INFO - Epoch [10][1380/1879] lr: 3.566e-02, eta: 4 days, 21:23:35, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.1594, top5_acc: 0.3746, loss_cls: 4.0888, loss: 4.0888, grad_norm: 1.9224 2021-07-07 16:57:22,308 - mmaction - INFO - Epoch [10][1400/1879] lr: 3.569e-02, eta: 4 days, 21:23:01, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.1562, top5_acc: 0.3629, loss_cls: 4.1356, loss: 4.1356, grad_norm: 2.0380 2021-07-07 16:57:39,800 - mmaction - INFO - Epoch [10][1420/1879] lr: 3.571e-02, eta: 4 days, 21:22:24, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.1652, top5_acc: 0.3535, loss_cls: 4.1654, loss: 4.1654, grad_norm: 1.9515 2021-07-07 16:57:57,252 - mmaction - INFO - Epoch [10][1440/1879] lr: 3.574e-02, eta: 4 days, 21:21:44, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.1621, top5_acc: 0.3750, loss_cls: 4.1332, loss: 4.1332, grad_norm: 1.9446 2021-07-07 16:58:14,701 - mmaction - INFO - Epoch [10][1460/1879] lr: 3.577e-02, eta: 4 days, 21:21:06, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.1621, top5_acc: 0.3699, loss_cls: 4.1418, loss: 4.1418, grad_norm: 1.9469 2021-07-07 16:58:32,182 - mmaction - INFO - Epoch [10][1480/1879] lr: 3.580e-02, eta: 4 days, 21:20:27, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.1625, top5_acc: 0.3719, loss_cls: 4.1401, loss: 4.1401, grad_norm: 1.9477 2021-07-07 16:58:49,670 - mmaction - INFO - Epoch [10][1500/1879] lr: 3.583e-02, eta: 4 days, 21:19:50, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.1750, top5_acc: 0.3969, loss_cls: 4.0066, loss: 4.0066, grad_norm: 1.9473 2021-07-07 16:59:07,169 - mmaction - INFO - Epoch [10][1520/1879] lr: 3.585e-02, eta: 4 days, 21:19:13, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.1723, top5_acc: 0.3820, loss_cls: 4.0637, loss: 4.0637, grad_norm: 1.9620 2021-07-07 16:59:24,847 - mmaction - INFO - Epoch [10][1540/1879] lr: 3.588e-02, eta: 4 days, 21:18:41, time: 0.885, data_time: 0.003, memory: 6462, top1_acc: 0.1699, top5_acc: 0.3797, loss_cls: 4.0895, loss: 4.0895, grad_norm: 1.9825 2021-07-07 16:59:42,367 - mmaction - INFO - Epoch [10][1560/1879] lr: 3.591e-02, eta: 4 days, 21:18:04, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.1535, top5_acc: 0.3781, loss_cls: 4.1228, loss: 4.1228, grad_norm: 2.0411 2021-07-07 16:59:59,892 - mmaction - INFO - Epoch [10][1580/1879] lr: 3.594e-02, eta: 4 days, 21:17:27, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.1637, top5_acc: 0.3691, loss_cls: 4.1064, loss: 4.1064, grad_norm: 2.0211 2021-07-07 17:00:17,486 - mmaction - INFO - Epoch [10][1600/1879] lr: 3.597e-02, eta: 4 days, 21:16:52, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.1512, top5_acc: 0.3758, loss_cls: 4.0840, loss: 4.0840, grad_norm: 2.0090 2021-07-07 17:00:35,052 - mmaction - INFO - Epoch [10][1620/1879] lr: 3.599e-02, eta: 4 days, 21:16:16, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.1680, top5_acc: 0.3734, loss_cls: 4.0982, loss: 4.0982, grad_norm: 1.9602 2021-07-07 17:00:52,695 - mmaction - INFO - Epoch [10][1640/1879] lr: 3.602e-02, eta: 4 days, 21:15:42, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.1617, top5_acc: 0.3688, loss_cls: 4.1308, loss: 4.1308, grad_norm: 1.9704 2021-07-07 17:01:10,188 - mmaction - INFO - Epoch [10][1660/1879] lr: 3.605e-02, eta: 4 days, 21:15:05, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.1590, top5_acc: 0.3711, loss_cls: 4.1277, loss: 4.1277, grad_norm: 1.9471 2021-07-07 17:01:27,747 - mmaction - INFO - Epoch [10][1680/1879] lr: 3.608e-02, eta: 4 days, 21:14:30, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.1609, top5_acc: 0.3805, loss_cls: 4.1092, loss: 4.1092, grad_norm: 1.9682 2021-07-07 17:01:45,376 - mmaction - INFO - Epoch [10][1700/1879] lr: 3.611e-02, eta: 4 days, 21:13:55, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.1672, top5_acc: 0.3766, loss_cls: 4.0921, loss: 4.0921, grad_norm: 1.9826 2021-07-07 17:02:02,774 - mmaction - INFO - Epoch [10][1720/1879] lr: 3.613e-02, eta: 4 days, 21:13:17, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.1660, top5_acc: 0.3840, loss_cls: 4.1090, loss: 4.1090, grad_norm: 1.9956 2021-07-07 17:02:20,218 - mmaction - INFO - Epoch [10][1740/1879] lr: 3.616e-02, eta: 4 days, 21:12:39, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.1465, top5_acc: 0.3594, loss_cls: 4.1555, loss: 4.1555, grad_norm: 1.9870 2021-07-07 17:02:37,751 - mmaction - INFO - Epoch [10][1760/1879] lr: 3.619e-02, eta: 4 days, 21:12:02, time: 0.875, data_time: 0.000, memory: 6462, top1_acc: 0.1684, top5_acc: 0.3832, loss_cls: 4.0685, loss: 4.0685, grad_norm: 1.9793 2021-07-07 17:02:55,223 - mmaction - INFO - Epoch [10][1780/1879] lr: 3.622e-02, eta: 4 days, 21:11:24, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.1777, top5_acc: 0.3895, loss_cls: 4.0486, loss: 4.0486, grad_norm: 1.9321 2021-07-07 17:03:12,781 - mmaction - INFO - Epoch [10][1800/1879] lr: 3.625e-02, eta: 4 days, 21:10:50, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.1680, top5_acc: 0.3742, loss_cls: 4.0621, loss: 4.0621, grad_norm: 1.9334 2021-07-07 17:03:30,297 - mmaction - INFO - Epoch [10][1820/1879] lr: 3.628e-02, eta: 4 days, 21:10:12, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.1707, top5_acc: 0.3852, loss_cls: 4.0405, loss: 4.0405, grad_norm: 1.9718 2021-07-07 17:03:47,879 - mmaction - INFO - Epoch [10][1840/1879] lr: 3.630e-02, eta: 4 days, 21:09:39, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.1703, top5_acc: 0.3777, loss_cls: 4.1073, loss: 4.1073, grad_norm: 1.9896 2021-07-07 17:04:05,403 - mmaction - INFO - Epoch [10][1860/1879] lr: 3.633e-02, eta: 4 days, 21:09:02, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.1738, top5_acc: 0.3766, loss_cls: 4.0908, loss: 4.0908, grad_norm: 1.9489 2021-07-07 17:08:27,430 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-07 17:08:28,228 - mmaction - INFO - top1_acc 0.1799 top5_acc 0.4044 2021-07-07 17:08:28,228 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-07 17:08:28,294 - mmaction - INFO - mean_acc 0.1797 2021-07-07 17:08:29,222 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_10.pth. 2021-07-07 17:08:29,222 - mmaction - INFO - Best top1_acc is 0.1799 at 10 epoch. 2021-07-07 17:08:29,244 - mmaction - INFO - Epoch(val) [10][155] top1_acc: 0.1799, top5_acc: 0.4044, mean_class_accuracy: 0.1797 2021-07-07 17:10:12,994 - mmaction - INFO - Epoch [11][20/1879] lr: 3.636e-02, eta: 4 days, 21:36:18, time: 5.181, data_time: 4.295, memory: 6462, top1_acc: 0.1633, top5_acc: 0.3715, loss_cls: 4.1263, loss: 4.1263, grad_norm: 1.9367 2021-07-07 17:10:30,159 - mmaction - INFO - Epoch [11][40/1879] lr: 3.639e-02, eta: 4 days, 21:35:33, time: 0.861, data_time: 0.007, memory: 6462, top1_acc: 0.1625, top5_acc: 0.3727, loss_cls: 4.0809, loss: 4.0809, grad_norm: 1.9400 2021-07-07 17:10:47,378 - mmaction - INFO - Epoch [11][60/1879] lr: 3.642e-02, eta: 4 days, 21:34:48, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.1648, top5_acc: 0.3891, loss_cls: 4.0895, loss: 4.0895, grad_norm: 2.0091 2021-07-07 17:11:04,698 - mmaction - INFO - Epoch [11][80/1879] lr: 3.644e-02, eta: 4 days, 21:34:05, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.1848, top5_acc: 0.3891, loss_cls: 4.0304, loss: 4.0304, grad_norm: 1.9785 2021-07-07 17:11:22,046 - mmaction - INFO - Epoch [11][100/1879] lr: 3.647e-02, eta: 4 days, 21:33:24, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.1613, top5_acc: 0.3754, loss_cls: 4.1479, loss: 4.1479, grad_norm: 1.9815 2021-07-07 17:11:39,496 - mmaction - INFO - Epoch [11][120/1879] lr: 3.650e-02, eta: 4 days, 21:32:44, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.1637, top5_acc: 0.3828, loss_cls: 4.1160, loss: 4.1160, grad_norm: 2.0021 2021-07-07 17:11:56,982 - mmaction - INFO - Epoch [11][140/1879] lr: 3.653e-02, eta: 4 days, 21:32:06, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.1680, top5_acc: 0.3762, loss_cls: 4.0261, loss: 4.0261, grad_norm: 1.9404 2021-07-07 17:12:14,481 - mmaction - INFO - Epoch [11][160/1879] lr: 3.656e-02, eta: 4 days, 21:31:27, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.1738, top5_acc: 0.3844, loss_cls: 4.0512, loss: 4.0512, grad_norm: 2.0296 2021-07-07 17:12:32,004 - mmaction - INFO - Epoch [11][180/1879] lr: 3.658e-02, eta: 4 days, 21:30:49, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.1688, top5_acc: 0.3879, loss_cls: 4.0616, loss: 4.0616, grad_norm: 1.9761 2021-07-07 17:12:49,441 - mmaction - INFO - Epoch [11][200/1879] lr: 3.661e-02, eta: 4 days, 21:30:10, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.1727, top5_acc: 0.3895, loss_cls: 4.0657, loss: 4.0657, grad_norm: 1.9562 2021-07-07 17:13:06,950 - mmaction - INFO - Epoch [11][220/1879] lr: 3.664e-02, eta: 4 days, 21:29:33, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.1707, top5_acc: 0.3746, loss_cls: 4.0685, loss: 4.0685, grad_norm: 1.9310 2021-07-07 17:13:24,623 - mmaction - INFO - Epoch [11][240/1879] lr: 3.667e-02, eta: 4 days, 21:28:57, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.1641, top5_acc: 0.3742, loss_cls: 4.0529, loss: 4.0529, grad_norm: 1.9674 2021-07-07 17:13:42,097 - mmaction - INFO - Epoch [11][260/1879] lr: 3.670e-02, eta: 4 days, 21:28:20, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.1656, top5_acc: 0.3559, loss_cls: 4.1295, loss: 4.1295, grad_norm: 1.9585 2021-07-07 17:13:59,540 - mmaction - INFO - Epoch [11][280/1879] lr: 3.673e-02, eta: 4 days, 21:27:41, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.1695, top5_acc: 0.3828, loss_cls: 4.0989, loss: 4.0989, grad_norm: 1.9580 2021-07-07 17:14:17,048 - mmaction - INFO - Epoch [11][300/1879] lr: 3.675e-02, eta: 4 days, 21:27:03, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.1773, top5_acc: 0.3848, loss_cls: 4.0145, loss: 4.0145, grad_norm: 1.9265 2021-07-07 17:14:34,645 - mmaction - INFO - Epoch [11][320/1879] lr: 3.678e-02, eta: 4 days, 21:26:28, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.1680, top5_acc: 0.3852, loss_cls: 4.0312, loss: 4.0312, grad_norm: 1.9638 2021-07-07 17:14:52,255 - mmaction - INFO - Epoch [11][340/1879] lr: 3.681e-02, eta: 4 days, 21:25:52, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.1680, top5_acc: 0.3848, loss_cls: 4.1001, loss: 4.1001, grad_norm: 2.0061 2021-07-07 17:15:09,777 - mmaction - INFO - Epoch [11][360/1879] lr: 3.684e-02, eta: 4 days, 21:25:15, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.1664, top5_acc: 0.3824, loss_cls: 4.0819, loss: 4.0819, grad_norm: 1.9721 2021-07-07 17:15:27,292 - mmaction - INFO - Epoch [11][380/1879] lr: 3.687e-02, eta: 4 days, 21:24:38, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.1824, top5_acc: 0.3918, loss_cls: 4.0532, loss: 4.0532, grad_norm: 1.9594 2021-07-07 17:15:44,802 - mmaction - INFO - Epoch [11][400/1879] lr: 3.689e-02, eta: 4 days, 21:24:01, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.1746, top5_acc: 0.3863, loss_cls: 4.0498, loss: 4.0498, grad_norm: 1.9337 2021-07-07 17:16:02,411 - mmaction - INFO - Epoch [11][420/1879] lr: 3.692e-02, eta: 4 days, 21:23:25, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.1617, top5_acc: 0.3777, loss_cls: 4.1151, loss: 4.1151, grad_norm: 1.9235 2021-07-07 17:16:19,944 - mmaction - INFO - Epoch [11][440/1879] lr: 3.695e-02, eta: 4 days, 21:22:49, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.1695, top5_acc: 0.3930, loss_cls: 4.0349, loss: 4.0349, grad_norm: 1.9513 2021-07-07 17:16:37,577 - mmaction - INFO - Epoch [11][460/1879] lr: 3.698e-02, eta: 4 days, 21:22:14, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.1730, top5_acc: 0.3945, loss_cls: 3.9998, loss: 3.9998, grad_norm: 1.9862 2021-07-07 17:16:55,211 - mmaction - INFO - Epoch [11][480/1879] lr: 3.701e-02, eta: 4 days, 21:21:39, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.1645, top5_acc: 0.3816, loss_cls: 4.0825, loss: 4.0825, grad_norm: 1.9615 2021-07-07 17:17:12,611 - mmaction - INFO - Epoch [11][500/1879] lr: 3.703e-02, eta: 4 days, 21:21:00, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.1645, top5_acc: 0.3777, loss_cls: 4.0567, loss: 4.0567, grad_norm: 1.9732 2021-07-07 17:17:30,051 - mmaction - INFO - Epoch [11][520/1879] lr: 3.706e-02, eta: 4 days, 21:20:21, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.1656, top5_acc: 0.3871, loss_cls: 4.0514, loss: 4.0514, grad_norm: 1.9588 2021-07-07 17:17:47,648 - mmaction - INFO - Epoch [11][540/1879] lr: 3.709e-02, eta: 4 days, 21:19:45, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.1684, top5_acc: 0.3848, loss_cls: 4.0417, loss: 4.0417, grad_norm: 1.9533 2021-07-07 17:18:05,154 - mmaction - INFO - Epoch [11][560/1879] lr: 3.712e-02, eta: 4 days, 21:19:08, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.1723, top5_acc: 0.3773, loss_cls: 4.0889, loss: 4.0889, grad_norm: 2.0123 2021-07-07 17:18:22,638 - mmaction - INFO - Epoch [11][580/1879] lr: 3.715e-02, eta: 4 days, 21:18:32, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.1707, top5_acc: 0.3910, loss_cls: 4.0367, loss: 4.0367, grad_norm: 1.9882 2021-07-07 17:18:40,054 - mmaction - INFO - Epoch [11][600/1879] lr: 3.717e-02, eta: 4 days, 21:17:52, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.1652, top5_acc: 0.3996, loss_cls: 4.0035, loss: 4.0035, grad_norm: 1.9581 2021-07-07 17:18:57,596 - mmaction - INFO - Epoch [11][620/1879] lr: 3.720e-02, eta: 4 days, 21:17:15, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.1676, top5_acc: 0.3789, loss_cls: 4.1162, loss: 4.1162, grad_norm: 2.0077 2021-07-07 17:19:15,109 - mmaction - INFO - Epoch [11][640/1879] lr: 3.723e-02, eta: 4 days, 21:16:40, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.1781, top5_acc: 0.3887, loss_cls: 3.9980, loss: 3.9980, grad_norm: 1.9162 2021-07-07 17:19:32,587 - mmaction - INFO - Epoch [11][660/1879] lr: 3.726e-02, eta: 4 days, 21:16:01, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.1629, top5_acc: 0.3902, loss_cls: 4.0396, loss: 4.0396, grad_norm: 1.9761 2021-07-07 17:19:50,059 - mmaction - INFO - Epoch [11][680/1879] lr: 3.729e-02, eta: 4 days, 21:15:24, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.1633, top5_acc: 0.3758, loss_cls: 4.0673, loss: 4.0673, grad_norm: 1.9673 2021-07-07 17:20:07,660 - mmaction - INFO - Epoch [11][700/1879] lr: 3.731e-02, eta: 4 days, 21:14:49, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.1699, top5_acc: 0.3773, loss_cls: 4.0968, loss: 4.0968, grad_norm: 1.9214 2021-07-07 17:20:25,128 - mmaction - INFO - Epoch [11][720/1879] lr: 3.734e-02, eta: 4 days, 21:14:11, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.1609, top5_acc: 0.3934, loss_cls: 4.0440, loss: 4.0440, grad_norm: 1.9548 2021-07-07 17:20:42,702 - mmaction - INFO - Epoch [11][740/1879] lr: 3.737e-02, eta: 4 days, 21:13:36, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.1762, top5_acc: 0.3996, loss_cls: 3.9929, loss: 3.9929, grad_norm: 1.9588 2021-07-07 17:21:00,260 - mmaction - INFO - Epoch [11][760/1879] lr: 3.740e-02, eta: 4 days, 21:13:01, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.1773, top5_acc: 0.3746, loss_cls: 4.0895, loss: 4.0895, grad_norm: 2.0180 2021-07-07 17:21:17,813 - mmaction - INFO - Epoch [11][780/1879] lr: 3.743e-02, eta: 4 days, 21:12:25, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.1660, top5_acc: 0.3875, loss_cls: 4.0432, loss: 4.0432, grad_norm: 1.9747 2021-07-07 17:21:35,450 - mmaction - INFO - Epoch [11][800/1879] lr: 3.745e-02, eta: 4 days, 21:11:51, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.1809, top5_acc: 0.4035, loss_cls: 3.9735, loss: 3.9735, grad_norm: 1.9656 2021-07-07 17:21:52,923 - mmaction - INFO - Epoch [11][820/1879] lr: 3.748e-02, eta: 4 days, 21:11:13, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.1746, top5_acc: 0.3918, loss_cls: 4.0582, loss: 4.0582, grad_norm: 2.0040 2021-07-07 17:22:10,359 - mmaction - INFO - Epoch [11][840/1879] lr: 3.751e-02, eta: 4 days, 21:10:36, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.1648, top5_acc: 0.3695, loss_cls: 4.0908, loss: 4.0908, grad_norm: 1.9593 2021-07-07 17:22:27,901 - mmaction - INFO - Epoch [11][860/1879] lr: 3.754e-02, eta: 4 days, 21:09:59, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.1707, top5_acc: 0.3926, loss_cls: 4.0153, loss: 4.0153, grad_norm: 1.9728 2021-07-07 17:22:45,490 - mmaction - INFO - Epoch [11][880/1879] lr: 3.757e-02, eta: 4 days, 21:09:25, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.1723, top5_acc: 0.3801, loss_cls: 4.0584, loss: 4.0584, grad_norm: 1.9617 2021-07-07 17:23:03,052 - mmaction - INFO - Epoch [11][900/1879] lr: 3.760e-02, eta: 4 days, 21:08:50, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.1766, top5_acc: 0.4023, loss_cls: 3.9508, loss: 3.9508, grad_norm: 1.9541 2021-07-07 17:23:20,561 - mmaction - INFO - Epoch [11][920/1879] lr: 3.762e-02, eta: 4 days, 21:08:14, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.1785, top5_acc: 0.3941, loss_cls: 3.9976, loss: 3.9976, grad_norm: 2.0263 2021-07-07 17:23:38,154 - mmaction - INFO - Epoch [11][940/1879] lr: 3.765e-02, eta: 4 days, 21:07:39, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.1637, top5_acc: 0.3836, loss_cls: 4.0104, loss: 4.0104, grad_norm: 1.9548 2021-07-07 17:23:55,644 - mmaction - INFO - Epoch [11][960/1879] lr: 3.768e-02, eta: 4 days, 21:07:02, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.1832, top5_acc: 0.3941, loss_cls: 3.9852, loss: 3.9852, grad_norm: 1.9709 2021-07-07 17:24:13,154 - mmaction - INFO - Epoch [11][980/1879] lr: 3.771e-02, eta: 4 days, 21:06:26, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.1668, top5_acc: 0.3922, loss_cls: 4.0350, loss: 4.0350, grad_norm: 2.0120 2021-07-07 17:24:30,734 - mmaction - INFO - Epoch [11][1000/1879] lr: 3.774e-02, eta: 4 days, 21:05:51, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.1777, top5_acc: 0.3965, loss_cls: 4.0046, loss: 4.0046, grad_norm: 2.0201 2021-07-07 17:24:48,225 - mmaction - INFO - Epoch [11][1020/1879] lr: 3.776e-02, eta: 4 days, 21:05:15, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.1781, top5_acc: 0.3922, loss_cls: 3.9983, loss: 3.9983, grad_norm: 1.9850 2021-07-07 17:25:05,735 - mmaction - INFO - Epoch [11][1040/1879] lr: 3.779e-02, eta: 4 days, 21:04:38, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.1648, top5_acc: 0.3902, loss_cls: 4.0577, loss: 4.0577, grad_norm: 1.9881 2021-07-07 17:25:23,348 - mmaction - INFO - Epoch [11][1060/1879] lr: 3.782e-02, eta: 4 days, 21:04:06, time: 0.884, data_time: 0.005, memory: 6462, top1_acc: 0.1707, top5_acc: 0.3926, loss_cls: 4.0402, loss: 4.0402, grad_norm: 1.9688 2021-07-07 17:25:40,931 - mmaction - INFO - Epoch [11][1080/1879] lr: 3.785e-02, eta: 4 days, 21:03:30, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.1844, top5_acc: 0.3992, loss_cls: 4.0216, loss: 4.0216, grad_norm: 1.9991 2021-07-07 17:25:58,488 - mmaction - INFO - Epoch [11][1100/1879] lr: 3.788e-02, eta: 4 days, 21:02:55, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.1766, top5_acc: 0.3840, loss_cls: 4.0855, loss: 4.0855, grad_norm: 1.9764 2021-07-07 17:26:16,034 - mmaction - INFO - Epoch [11][1120/1879] lr: 3.790e-02, eta: 4 days, 21:02:20, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.1887, top5_acc: 0.4094, loss_cls: 3.9344, loss: 3.9344, grad_norm: 1.9960 2021-07-07 17:26:33,586 - mmaction - INFO - Epoch [11][1140/1879] lr: 3.793e-02, eta: 4 days, 21:01:45, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.1742, top5_acc: 0.3949, loss_cls: 3.9969, loss: 3.9969, grad_norm: 2.0142 2021-07-07 17:26:51,104 - mmaction - INFO - Epoch [11][1160/1879] lr: 3.796e-02, eta: 4 days, 21:01:10, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.1836, top5_acc: 0.4039, loss_cls: 3.9674, loss: 3.9674, grad_norm: 1.9794 2021-07-07 17:27:08,667 - mmaction - INFO - Epoch [11][1180/1879] lr: 3.799e-02, eta: 4 days, 21:00:35, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.1773, top5_acc: 0.4031, loss_cls: 4.0225, loss: 4.0225, grad_norm: 1.9883 2021-07-07 17:27:26,145 - mmaction - INFO - Epoch [11][1200/1879] lr: 3.802e-02, eta: 4 days, 20:59:59, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.1695, top5_acc: 0.3906, loss_cls: 3.9765, loss: 3.9765, grad_norm: 1.9971 2021-07-07 17:27:43,596 - mmaction - INFO - Epoch [11][1220/1879] lr: 3.804e-02, eta: 4 days, 20:59:21, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.1727, top5_acc: 0.3895, loss_cls: 4.0240, loss: 4.0240, grad_norm: 2.0333 2021-07-07 17:28:01,175 - mmaction - INFO - Epoch [11][1240/1879] lr: 3.807e-02, eta: 4 days, 20:58:47, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.1809, top5_acc: 0.3941, loss_cls: 4.0432, loss: 4.0432, grad_norm: 1.9924 2021-07-07 17:28:18,699 - mmaction - INFO - Epoch [11][1260/1879] lr: 3.810e-02, eta: 4 days, 20:58:10, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.1781, top5_acc: 0.3867, loss_cls: 4.0602, loss: 4.0602, grad_norm: 1.9671 2021-07-07 17:28:36,258 - mmaction - INFO - Epoch [11][1280/1879] lr: 3.813e-02, eta: 4 days, 20:57:36, time: 0.879, data_time: 0.007, memory: 6462, top1_acc: 0.1773, top5_acc: 0.3945, loss_cls: 4.0156, loss: 4.0156, grad_norm: 1.9596 2021-07-07 17:28:53,767 - mmaction - INFO - Epoch [11][1300/1879] lr: 3.816e-02, eta: 4 days, 20:57:02, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.1863, top5_acc: 0.4152, loss_cls: 3.9510, loss: 3.9510, grad_norm: 2.0014 2021-07-07 17:29:11,342 - mmaction - INFO - Epoch [11][1320/1879] lr: 3.818e-02, eta: 4 days, 20:56:27, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.1926, top5_acc: 0.3977, loss_cls: 3.9659, loss: 3.9659, grad_norm: 1.9434 2021-07-07 17:29:28,917 - mmaction - INFO - Epoch [11][1340/1879] lr: 3.821e-02, eta: 4 days, 20:55:52, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.1621, top5_acc: 0.3957, loss_cls: 3.9900, loss: 3.9900, grad_norm: 1.9985 2021-07-07 17:29:46,427 - mmaction - INFO - Epoch [11][1360/1879] lr: 3.824e-02, eta: 4 days, 20:55:17, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.1762, top5_acc: 0.3910, loss_cls: 3.9521, loss: 3.9521, grad_norm: 1.9969 2021-07-07 17:30:03,952 - mmaction - INFO - Epoch [11][1380/1879] lr: 3.827e-02, eta: 4 days, 20:54:43, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.1824, top5_acc: 0.4000, loss_cls: 3.9548, loss: 3.9548, grad_norm: 2.0325 2021-07-07 17:30:21,539 - mmaction - INFO - Epoch [11][1400/1879] lr: 3.830e-02, eta: 4 days, 20:54:08, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.1812, top5_acc: 0.3898, loss_cls: 3.9942, loss: 3.9942, grad_norm: 1.9701 2021-07-07 17:30:38,948 - mmaction - INFO - Epoch [11][1420/1879] lr: 3.832e-02, eta: 4 days, 20:53:31, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.1793, top5_acc: 0.3961, loss_cls: 4.0549, loss: 4.0549, grad_norm: 1.9692 2021-07-07 17:30:56,437 - mmaction - INFO - Epoch [11][1440/1879] lr: 3.835e-02, eta: 4 days, 20:52:55, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.1836, top5_acc: 0.3867, loss_cls: 4.0178, loss: 4.0178, grad_norm: 1.9942 2021-07-07 17:31:13,865 - mmaction - INFO - Epoch [11][1460/1879] lr: 3.838e-02, eta: 4 days, 20:52:17, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.1695, top5_acc: 0.3789, loss_cls: 4.0599, loss: 4.0599, grad_norm: 1.9501 2021-07-07 17:31:31,370 - mmaction - INFO - Epoch [11][1480/1879] lr: 3.841e-02, eta: 4 days, 20:51:42, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.1742, top5_acc: 0.3773, loss_cls: 4.0210, loss: 4.0210, grad_norm: 1.9886 2021-07-07 17:31:48,964 - mmaction - INFO - Epoch [11][1500/1879] lr: 3.844e-02, eta: 4 days, 20:51:08, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.1836, top5_acc: 0.3961, loss_cls: 4.0224, loss: 4.0224, grad_norm: 1.9353 2021-07-07 17:32:06,503 - mmaction - INFO - Epoch [11][1520/1879] lr: 3.847e-02, eta: 4 days, 20:50:34, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.1820, top5_acc: 0.3902, loss_cls: 4.0029, loss: 4.0029, grad_norm: 1.9310 2021-07-07 17:32:23,979 - mmaction - INFO - Epoch [11][1540/1879] lr: 3.849e-02, eta: 4 days, 20:49:57, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.1754, top5_acc: 0.3969, loss_cls: 3.9738, loss: 3.9738, grad_norm: 1.9747 2021-07-07 17:32:41,499 - mmaction - INFO - Epoch [11][1560/1879] lr: 3.852e-02, eta: 4 days, 20:49:23, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.1773, top5_acc: 0.4055, loss_cls: 3.9546, loss: 3.9546, grad_norm: 1.9743 2021-07-07 17:32:58,953 - mmaction - INFO - Epoch [11][1580/1879] lr: 3.855e-02, eta: 4 days, 20:48:46, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.1715, top5_acc: 0.3859, loss_cls: 4.0406, loss: 4.0406, grad_norm: 1.9840 2021-07-07 17:33:16,453 - mmaction - INFO - Epoch [11][1600/1879] lr: 3.858e-02, eta: 4 days, 20:48:10, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.1863, top5_acc: 0.4121, loss_cls: 3.9618, loss: 3.9618, grad_norm: 2.0120 2021-07-07 17:33:33,871 - mmaction - INFO - Epoch [11][1620/1879] lr: 3.861e-02, eta: 4 days, 20:47:34, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.1648, top5_acc: 0.3898, loss_cls: 3.9741, loss: 3.9741, grad_norm: 2.0058 2021-07-07 17:33:51,423 - mmaction - INFO - Epoch [11][1640/1879] lr: 3.863e-02, eta: 4 days, 20:47:00, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.1688, top5_acc: 0.3848, loss_cls: 4.0385, loss: 4.0385, grad_norm: 2.0493 2021-07-07 17:34:08,876 - mmaction - INFO - Epoch [11][1660/1879] lr: 3.866e-02, eta: 4 days, 20:46:23, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.1789, top5_acc: 0.4090, loss_cls: 3.9914, loss: 3.9914, grad_norm: 2.0432 2021-07-07 17:34:26,474 - mmaction - INFO - Epoch [11][1680/1879] lr: 3.869e-02, eta: 4 days, 20:45:49, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.1691, top5_acc: 0.3832, loss_cls: 4.0146, loss: 4.0146, grad_norm: 2.0094 2021-07-07 17:34:43,913 - mmaction - INFO - Epoch [11][1700/1879] lr: 3.872e-02, eta: 4 days, 20:45:14, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.1922, top5_acc: 0.3891, loss_cls: 3.9618, loss: 3.9618, grad_norm: 1.9659 2021-07-07 17:35:01,379 - mmaction - INFO - Epoch [11][1720/1879] lr: 3.875e-02, eta: 4 days, 20:44:37, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.1852, top5_acc: 0.3941, loss_cls: 3.9905, loss: 3.9905, grad_norm: 1.9867 2021-07-07 17:35:19,043 - mmaction - INFO - Epoch [11][1740/1879] lr: 3.877e-02, eta: 4 days, 20:44:05, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.1891, top5_acc: 0.3961, loss_cls: 3.9678, loss: 3.9678, grad_norm: 1.9986 2021-07-07 17:35:36,568 - mmaction - INFO - Epoch [11][1760/1879] lr: 3.880e-02, eta: 4 days, 20:43:32, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.1812, top5_acc: 0.3988, loss_cls: 3.9969, loss: 3.9969, grad_norm: 2.0148 2021-07-07 17:35:54,042 - mmaction - INFO - Epoch [11][1780/1879] lr: 3.883e-02, eta: 4 days, 20:42:55, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.1793, top5_acc: 0.3977, loss_cls: 3.9610, loss: 3.9610, grad_norm: 2.0229 2021-07-07 17:36:11,561 - mmaction - INFO - Epoch [11][1800/1879] lr: 3.886e-02, eta: 4 days, 20:42:22, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.1793, top5_acc: 0.4027, loss_cls: 4.0006, loss: 4.0006, grad_norm: 1.9788 2021-07-07 17:36:29,156 - mmaction - INFO - Epoch [11][1820/1879] lr: 3.889e-02, eta: 4 days, 20:41:48, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.1934, top5_acc: 0.4254, loss_cls: 3.9023, loss: 3.9023, grad_norm: 1.9784 2021-07-07 17:36:46,675 - mmaction - INFO - Epoch [11][1840/1879] lr: 3.891e-02, eta: 4 days, 20:41:15, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.1812, top5_acc: 0.4043, loss_cls: 3.9239, loss: 3.9239, grad_norm: 2.0590 2021-07-07 17:37:04,167 - mmaction - INFO - Epoch [11][1860/1879] lr: 3.894e-02, eta: 4 days, 20:40:39, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.1848, top5_acc: 0.4031, loss_cls: 3.9465, loss: 3.9465, grad_norm: 2.0274 2021-07-07 17:38:59,370 - mmaction - INFO - Epoch [12][20/1879] lr: 3.897e-02, eta: 4 days, 21:01:54, time: 4.724, data_time: 3.603, memory: 6462, top1_acc: 0.1859, top5_acc: 0.4047, loss_cls: 3.9709, loss: 3.9709, grad_norm: 2.0224 2021-07-07 17:39:16,711 - mmaction - INFO - Epoch [12][40/1879] lr: 3.899e-02, eta: 4 days, 21:01:13, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.1773, top5_acc: 0.3863, loss_cls: 3.9864, loss: 3.9864, grad_norm: 2.0142 2021-07-07 17:39:34,028 - mmaction - INFO - Epoch [12][60/1879] lr: 3.902e-02, eta: 4 days, 21:00:33, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.1875, top5_acc: 0.4016, loss_cls: 4.0182, loss: 4.0182, grad_norm: 1.9991 2021-07-07 17:39:51,572 - mmaction - INFO - Epoch [12][80/1879] lr: 3.905e-02, eta: 4 days, 20:59:58, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.1938, top5_acc: 0.4125, loss_cls: 3.9050, loss: 3.9050, grad_norm: 2.0423 2021-07-07 17:40:09,010 - mmaction - INFO - Epoch [12][100/1879] lr: 3.908e-02, eta: 4 days, 20:59:21, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.1828, top5_acc: 0.4090, loss_cls: 3.9389, loss: 3.9389, grad_norm: 2.0049 2021-07-07 17:40:26,577 - mmaction - INFO - Epoch [12][120/1879] lr: 3.911e-02, eta: 4 days, 20:58:47, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.1961, top5_acc: 0.4043, loss_cls: 3.9739, loss: 3.9739, grad_norm: 2.0256 2021-07-07 17:40:44,147 - mmaction - INFO - Epoch [12][140/1879] lr: 3.913e-02, eta: 4 days, 20:58:12, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.1832, top5_acc: 0.3988, loss_cls: 3.9578, loss: 3.9578, grad_norm: 1.9847 2021-07-07 17:41:01,681 - mmaction - INFO - Epoch [12][160/1879] lr: 3.916e-02, eta: 4 days, 20:57:36, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.1922, top5_acc: 0.4215, loss_cls: 3.9224, loss: 3.9224, grad_norm: 1.9598 2021-07-07 17:41:19,147 - mmaction - INFO - Epoch [12][180/1879] lr: 3.919e-02, eta: 4 days, 20:57:00, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.1875, top5_acc: 0.4184, loss_cls: 3.8438, loss: 3.8438, grad_norm: 1.9897 2021-07-07 17:41:36,649 - mmaction - INFO - Epoch [12][200/1879] lr: 3.922e-02, eta: 4 days, 20:56:24, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.1824, top5_acc: 0.3953, loss_cls: 3.9739, loss: 3.9739, grad_norm: 2.0926 2021-07-07 17:41:54,038 - mmaction - INFO - Epoch [12][220/1879] lr: 3.925e-02, eta: 4 days, 20:55:47, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.1801, top5_acc: 0.3863, loss_cls: 3.9910, loss: 3.9910, grad_norm: 1.9997 2021-07-07 17:42:11,593 - mmaction - INFO - Epoch [12][240/1879] lr: 3.927e-02, eta: 4 days, 20:55:10, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.1879, top5_acc: 0.4055, loss_cls: 3.9743, loss: 3.9743, grad_norm: 2.0314 2021-07-07 17:42:29,004 - mmaction - INFO - Epoch [12][260/1879] lr: 3.930e-02, eta: 4 days, 20:54:33, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.1789, top5_acc: 0.3992, loss_cls: 4.0024, loss: 4.0024, grad_norm: 2.0328 2021-07-07 17:42:46,628 - mmaction - INFO - Epoch [12][280/1879] lr: 3.933e-02, eta: 4 days, 20:54:00, time: 0.882, data_time: 0.006, memory: 6462, top1_acc: 0.1855, top5_acc: 0.4023, loss_cls: 3.9562, loss: 3.9562, grad_norm: 2.0299 2021-07-07 17:43:04,188 - mmaction - INFO - Epoch [12][300/1879] lr: 3.936e-02, eta: 4 days, 20:53:26, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.1758, top5_acc: 0.4070, loss_cls: 3.9406, loss: 3.9406, grad_norm: 2.0456 2021-07-07 17:43:21,868 - mmaction - INFO - Epoch [12][320/1879] lr: 3.939e-02, eta: 4 days, 20:52:55, time: 0.886, data_time: 0.006, memory: 6462, top1_acc: 0.1918, top5_acc: 0.4164, loss_cls: 3.9021, loss: 3.9021, grad_norm: 1.9979 2021-07-07 17:43:39,400 - mmaction - INFO - Epoch [12][340/1879] lr: 3.942e-02, eta: 4 days, 20:52:20, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.1820, top5_acc: 0.4039, loss_cls: 3.9615, loss: 3.9615, grad_norm: 1.9888 2021-07-07 17:43:56,886 - mmaction - INFO - Epoch [12][360/1879] lr: 3.944e-02, eta: 4 days, 20:51:43, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.1938, top5_acc: 0.4062, loss_cls: 3.9261, loss: 3.9261, grad_norm: 2.0474 2021-07-07 17:44:14,284 - mmaction - INFO - Epoch [12][380/1879] lr: 3.947e-02, eta: 4 days, 20:51:06, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.1820, top5_acc: 0.4000, loss_cls: 3.9640, loss: 3.9640, grad_norm: 2.0231 2021-07-07 17:44:31,751 - mmaction - INFO - Epoch [12][400/1879] lr: 3.950e-02, eta: 4 days, 20:50:28, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.1902, top5_acc: 0.4082, loss_cls: 3.9334, loss: 3.9334, grad_norm: 2.0103 2021-07-07 17:44:49,237 - mmaction - INFO - Epoch [12][420/1879] lr: 3.953e-02, eta: 4 days, 20:49:53, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.1777, top5_acc: 0.3992, loss_cls: 3.9739, loss: 3.9739, grad_norm: 2.0381 2021-07-07 17:45:06,734 - mmaction - INFO - Epoch [12][440/1879] lr: 3.956e-02, eta: 4 days, 20:49:18, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.1844, top5_acc: 0.4062, loss_cls: 3.9362, loss: 3.9362, grad_norm: 2.0357 2021-07-07 17:45:24,231 - mmaction - INFO - Epoch [12][460/1879] lr: 3.958e-02, eta: 4 days, 20:48:43, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.1914, top5_acc: 0.4098, loss_cls: 3.9224, loss: 3.9224, grad_norm: 1.9811 2021-07-07 17:45:41,875 - mmaction - INFO - Epoch [12][480/1879] lr: 3.961e-02, eta: 4 days, 20:48:10, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.1875, top5_acc: 0.4090, loss_cls: 3.9395, loss: 3.9395, grad_norm: 1.9685 2021-07-07 17:45:59,404 - mmaction - INFO - Epoch [12][500/1879] lr: 3.964e-02, eta: 4 days, 20:47:35, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.1840, top5_acc: 0.4129, loss_cls: 3.9243, loss: 3.9243, grad_norm: 2.0054 2021-07-07 17:46:17,036 - mmaction - INFO - Epoch [12][520/1879] lr: 3.967e-02, eta: 4 days, 20:47:03, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.2000, top5_acc: 0.4246, loss_cls: 3.8717, loss: 3.8717, grad_norm: 2.0043 2021-07-07 17:46:34,375 - mmaction - INFO - Epoch [12][540/1879] lr: 3.970e-02, eta: 4 days, 20:46:24, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.1793, top5_acc: 0.4020, loss_cls: 3.9763, loss: 3.9763, grad_norm: 2.0311 2021-07-07 17:46:51,902 - mmaction - INFO - Epoch [12][560/1879] lr: 3.972e-02, eta: 4 days, 20:45:49, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.1871, top5_acc: 0.4215, loss_cls: 3.9005, loss: 3.9005, grad_norm: 2.0064 2021-07-07 17:47:09,284 - mmaction - INFO - Epoch [12][580/1879] lr: 3.975e-02, eta: 4 days, 20:45:12, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.1930, top5_acc: 0.4066, loss_cls: 3.9343, loss: 3.9343, grad_norm: 1.9978 2021-07-07 17:47:26,820 - mmaction - INFO - Epoch [12][600/1879] lr: 3.978e-02, eta: 4 days, 20:44:37, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.1883, top5_acc: 0.3992, loss_cls: 3.9372, loss: 3.9372, grad_norm: 2.0033 2021-07-07 17:47:44,327 - mmaction - INFO - Epoch [12][620/1879] lr: 3.981e-02, eta: 4 days, 20:44:02, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.1996, top5_acc: 0.4156, loss_cls: 3.9017, loss: 3.9017, grad_norm: 1.9825 2021-07-07 17:48:01,684 - mmaction - INFO - Epoch [12][640/1879] lr: 3.984e-02, eta: 4 days, 20:43:23, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.1898, top5_acc: 0.4191, loss_cls: 3.9161, loss: 3.9161, grad_norm: 2.0464 2021-07-07 17:48:19,215 - mmaction - INFO - Epoch [12][660/1879] lr: 3.986e-02, eta: 4 days, 20:42:49, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.1859, top5_acc: 0.4227, loss_cls: 3.9308, loss: 3.9308, grad_norm: 2.0015 2021-07-07 17:48:36,779 - mmaction - INFO - Epoch [12][680/1879] lr: 3.989e-02, eta: 4 days, 20:42:16, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.2047, top5_acc: 0.4273, loss_cls: 3.8667, loss: 3.8667, grad_norm: 1.9982 2021-07-07 17:48:54,342 - mmaction - INFO - Epoch [12][700/1879] lr: 3.992e-02, eta: 4 days, 20:41:42, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.1879, top5_acc: 0.4027, loss_cls: 3.9822, loss: 3.9822, grad_norm: 2.0548 2021-07-07 17:49:11,897 - mmaction - INFO - Epoch [12][720/1879] lr: 3.995e-02, eta: 4 days, 20:41:09, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.1926, top5_acc: 0.4125, loss_cls: 3.8985, loss: 3.8985, grad_norm: 1.9822 2021-07-07 17:49:29,431 - mmaction - INFO - Epoch [12][740/1879] lr: 3.998e-02, eta: 4 days, 20:40:33, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.1859, top5_acc: 0.4219, loss_cls: 3.9008, loss: 3.9008, grad_norm: 2.0344 2021-07-07 17:49:46,845 - mmaction - INFO - Epoch [12][760/1879] lr: 4.000e-02, eta: 4 days, 20:39:57, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.1863, top5_acc: 0.4238, loss_cls: 3.8722, loss: 3.8722, grad_norm: 2.0139 2021-07-07 17:50:04,515 - mmaction - INFO - Epoch [12][780/1879] lr: 4.003e-02, eta: 4 days, 20:39:25, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.1934, top5_acc: 0.4246, loss_cls: 3.8834, loss: 3.8834, grad_norm: 2.0004 2021-07-07 17:50:22,117 - mmaction - INFO - Epoch [12][800/1879] lr: 4.006e-02, eta: 4 days, 20:38:53, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.1805, top5_acc: 0.4043, loss_cls: 3.9317, loss: 3.9317, grad_norm: 2.0134 2021-07-07 17:50:39,680 - mmaction - INFO - Epoch [12][820/1879] lr: 4.009e-02, eta: 4 days, 20:38:19, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.1777, top5_acc: 0.4023, loss_cls: 4.0043, loss: 4.0043, grad_norm: 2.0193 2021-07-07 17:50:57,253 - mmaction - INFO - Epoch [12][840/1879] lr: 4.012e-02, eta: 4 days, 20:37:47, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.1945, top5_acc: 0.4117, loss_cls: 3.9234, loss: 3.9234, grad_norm: 1.9899 2021-07-07 17:51:14,822 - mmaction - INFO - Epoch [12][860/1879] lr: 4.014e-02, eta: 4 days, 20:37:12, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.1926, top5_acc: 0.4145, loss_cls: 3.9135, loss: 3.9135, grad_norm: 2.0436 2021-07-07 17:51:32,336 - mmaction - INFO - Epoch [12][880/1879] lr: 4.017e-02, eta: 4 days, 20:36:39, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.1891, top5_acc: 0.4086, loss_cls: 3.9502, loss: 3.9502, grad_norm: 2.0287 2021-07-07 17:51:49,894 - mmaction - INFO - Epoch [12][900/1879] lr: 4.020e-02, eta: 4 days, 20:36:04, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.1652, top5_acc: 0.3945, loss_cls: 3.9878, loss: 3.9878, grad_norm: 2.0120 2021-07-07 17:52:07,384 - mmaction - INFO - Epoch [12][920/1879] lr: 4.023e-02, eta: 4 days, 20:35:30, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.1871, top5_acc: 0.4203, loss_cls: 3.8835, loss: 3.8835, grad_norm: 1.9774 2021-07-07 17:52:24,958 - mmaction - INFO - Epoch [12][940/1879] lr: 4.026e-02, eta: 4 days, 20:34:57, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.1934, top5_acc: 0.4195, loss_cls: 3.8621, loss: 3.8621, grad_norm: 2.0152 2021-07-07 17:52:42,500 - mmaction - INFO - Epoch [12][960/1879] lr: 4.028e-02, eta: 4 days, 20:34:24, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.1941, top5_acc: 0.4195, loss_cls: 3.9027, loss: 3.9027, grad_norm: 2.0005 2021-07-07 17:53:00,103 - mmaction - INFO - Epoch [12][980/1879] lr: 4.031e-02, eta: 4 days, 20:33:50, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.1887, top5_acc: 0.4219, loss_cls: 3.8782, loss: 3.8782, grad_norm: 1.9849 2021-07-07 17:53:17,586 - mmaction - INFO - Epoch [12][1000/1879] lr: 4.034e-02, eta: 4 days, 20:33:16, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.2066, top5_acc: 0.4273, loss_cls: 3.8369, loss: 3.8369, grad_norm: 2.0544 2021-07-07 17:53:35,130 - mmaction - INFO - Epoch [12][1020/1879] lr: 4.037e-02, eta: 4 days, 20:32:42, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.1848, top5_acc: 0.4090, loss_cls: 3.8972, loss: 3.8972, grad_norm: 2.1007 2021-07-07 17:53:52,665 - mmaction - INFO - Epoch [12][1040/1879] lr: 4.040e-02, eta: 4 days, 20:32:08, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.1840, top5_acc: 0.4074, loss_cls: 3.9297, loss: 3.9297, grad_norm: 2.0255 2021-07-07 17:54:10,195 - mmaction - INFO - Epoch [12][1060/1879] lr: 4.042e-02, eta: 4 days, 20:31:34, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.1848, top5_acc: 0.4172, loss_cls: 3.8902, loss: 3.8902, grad_norm: 1.9846 2021-07-07 17:54:27,652 - mmaction - INFO - Epoch [12][1080/1879] lr: 4.045e-02, eta: 4 days, 20:30:59, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2012, top5_acc: 0.4184, loss_cls: 3.8624, loss: 3.8624, grad_norm: 2.0403 2021-07-07 17:54:45,174 - mmaction - INFO - Epoch [12][1100/1879] lr: 4.048e-02, eta: 4 days, 20:30:24, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.1996, top5_acc: 0.4227, loss_cls: 3.8604, loss: 3.8604, grad_norm: 2.0227 2021-07-07 17:55:02,657 - mmaction - INFO - Epoch [12][1120/1879] lr: 4.051e-02, eta: 4 days, 20:29:50, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.2047, top5_acc: 0.4285, loss_cls: 3.8575, loss: 3.8575, grad_norm: 2.0712 2021-07-07 17:55:20,228 - mmaction - INFO - Epoch [12][1140/1879] lr: 4.054e-02, eta: 4 days, 20:29:17, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.2051, top5_acc: 0.4367, loss_cls: 3.8238, loss: 3.8238, grad_norm: 2.0474 2021-07-07 17:55:37,851 - mmaction - INFO - Epoch [12][1160/1879] lr: 4.057e-02, eta: 4 days, 20:28:47, time: 0.883, data_time: 0.005, memory: 6462, top1_acc: 0.2000, top5_acc: 0.4352, loss_cls: 3.8639, loss: 3.8639, grad_norm: 2.0790 2021-07-07 17:55:55,287 - mmaction - INFO - Epoch [12][1180/1879] lr: 4.059e-02, eta: 4 days, 20:28:10, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.1816, top5_acc: 0.4184, loss_cls: 3.8743, loss: 3.8743, grad_norm: 2.0151 2021-07-07 17:56:13,002 - mmaction - INFO - Epoch [12][1200/1879] lr: 4.062e-02, eta: 4 days, 20:27:39, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.1898, top5_acc: 0.4074, loss_cls: 3.9679, loss: 3.9679, grad_norm: 2.0132 2021-07-07 17:56:30,354 - mmaction - INFO - Epoch [12][1220/1879] lr: 4.065e-02, eta: 4 days, 20:27:03, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.1961, top5_acc: 0.4176, loss_cls: 3.8778, loss: 3.8778, grad_norm: 2.0422 2021-07-07 17:56:47,921 - mmaction - INFO - Epoch [12][1240/1879] lr: 4.068e-02, eta: 4 days, 20:26:30, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.1824, top5_acc: 0.4133, loss_cls: 3.9278, loss: 3.9278, grad_norm: 2.0354 2021-07-07 17:57:05,538 - mmaction - INFO - Epoch [12][1260/1879] lr: 4.071e-02, eta: 4 days, 20:25:59, time: 0.882, data_time: 0.002, memory: 6462, top1_acc: 0.1793, top5_acc: 0.4184, loss_cls: 3.9317, loss: 3.9317, grad_norm: 2.0612 2021-07-07 17:57:23,191 - mmaction - INFO - Epoch [12][1280/1879] lr: 4.073e-02, eta: 4 days, 20:25:27, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.1879, top5_acc: 0.3992, loss_cls: 3.9231, loss: 3.9231, grad_norm: 2.0183 2021-07-07 17:57:40,736 - mmaction - INFO - Epoch [12][1300/1879] lr: 4.076e-02, eta: 4 days, 20:24:55, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.1914, top5_acc: 0.4078, loss_cls: 3.8811, loss: 3.8811, grad_norm: 1.9838 2021-07-07 17:57:58,327 - mmaction - INFO - Epoch [12][1320/1879] lr: 4.079e-02, eta: 4 days, 20:24:22, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.1922, top5_acc: 0.4098, loss_cls: 3.8883, loss: 3.8883, grad_norm: 2.0001 2021-07-07 17:58:15,756 - mmaction - INFO - Epoch [12][1340/1879] lr: 4.082e-02, eta: 4 days, 20:23:46, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.1969, top5_acc: 0.4129, loss_cls: 3.9181, loss: 3.9181, grad_norm: 1.9975 2021-07-07 17:58:33,276 - mmaction - INFO - Epoch [12][1360/1879] lr: 4.085e-02, eta: 4 days, 20:23:12, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.1918, top5_acc: 0.4184, loss_cls: 3.8829, loss: 3.8829, grad_norm: 2.0589 2021-07-07 17:58:50,920 - mmaction - INFO - Epoch [12][1380/1879] lr: 4.087e-02, eta: 4 days, 20:22:41, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.1758, top5_acc: 0.4059, loss_cls: 3.9611, loss: 3.9611, grad_norm: 2.0490 2021-07-07 17:59:08,515 - mmaction - INFO - Epoch [12][1400/1879] lr: 4.090e-02, eta: 4 days, 20:22:10, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.2094, top5_acc: 0.4270, loss_cls: 3.8061, loss: 3.8061, grad_norm: 1.9443 2021-07-07 17:59:25,870 - mmaction - INFO - Epoch [12][1420/1879] lr: 4.093e-02, eta: 4 days, 20:21:32, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.1941, top5_acc: 0.4059, loss_cls: 3.9475, loss: 3.9475, grad_norm: 2.0196 2021-07-07 17:59:43,396 - mmaction - INFO - Epoch [12][1440/1879] lr: 4.096e-02, eta: 4 days, 20:20:59, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.1883, top5_acc: 0.4156, loss_cls: 3.9230, loss: 3.9230, grad_norm: 2.0359 2021-07-07 18:00:00,808 - mmaction - INFO - Epoch [12][1460/1879] lr: 4.099e-02, eta: 4 days, 20:20:24, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.1941, top5_acc: 0.4172, loss_cls: 3.8977, loss: 3.8977, grad_norm: 2.0546 2021-07-07 18:00:28,531 - mmaction - INFO - Epoch [12][1480/1879] lr: 4.101e-02, eta: 4 days, 20:23:21, time: 1.385, data_time: 0.005, memory: 6462, top1_acc: 0.1871, top5_acc: 0.4191, loss_cls: 3.8894, loss: 3.8894, grad_norm: 2.0175 2021-07-07 18:00:46,309 - mmaction - INFO - Epoch [12][1500/1879] lr: 4.104e-02, eta: 4 days, 20:22:53, time: 0.889, data_time: 0.005, memory: 6462, top1_acc: 0.1816, top5_acc: 0.4059, loss_cls: 3.9445, loss: 3.9445, grad_norm: 2.0716 2021-07-07 18:01:03,857 - mmaction - INFO - Epoch [12][1520/1879] lr: 4.107e-02, eta: 4 days, 20:22:20, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.1980, top5_acc: 0.4078, loss_cls: 3.9135, loss: 3.9135, grad_norm: 2.0248 2021-07-07 18:01:21,359 - mmaction - INFO - Epoch [12][1540/1879] lr: 4.110e-02, eta: 4 days, 20:21:47, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.1922, top5_acc: 0.4152, loss_cls: 3.9079, loss: 3.9079, grad_norm: 2.0339 2021-07-07 18:01:38,924 - mmaction - INFO - Epoch [12][1560/1879] lr: 4.113e-02, eta: 4 days, 20:21:14, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.1918, top5_acc: 0.4133, loss_cls: 3.8822, loss: 3.8822, grad_norm: 2.0130 2021-07-07 18:01:56,468 - mmaction - INFO - Epoch [12][1580/1879] lr: 4.115e-02, eta: 4 days, 20:20:40, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.1887, top5_acc: 0.4270, loss_cls: 3.8696, loss: 3.8696, grad_norm: 2.0015 2021-07-07 18:02:13,976 - mmaction - INFO - Epoch [12][1600/1879] lr: 4.118e-02, eta: 4 days, 20:20:08, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.2035, top5_acc: 0.4324, loss_cls: 3.7872, loss: 3.7872, grad_norm: 2.0605 2021-07-07 18:02:31,554 - mmaction - INFO - Epoch [12][1620/1879] lr: 4.121e-02, eta: 4 days, 20:19:35, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.1988, top5_acc: 0.4227, loss_cls: 3.8602, loss: 3.8602, grad_norm: 2.0555 2021-07-07 18:02:49,185 - mmaction - INFO - Epoch [12][1640/1879] lr: 4.124e-02, eta: 4 days, 20:19:03, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.1934, top5_acc: 0.4195, loss_cls: 3.8723, loss: 3.8723, grad_norm: 2.0110 2021-07-07 18:03:06,769 - mmaction - INFO - Epoch [12][1660/1879] lr: 4.127e-02, eta: 4 days, 20:18:32, time: 0.883, data_time: 0.005, memory: 6462, top1_acc: 0.1941, top5_acc: 0.4266, loss_cls: 3.8382, loss: 3.8382, grad_norm: 2.0184 2021-07-07 18:03:24,370 - mmaction - INFO - Epoch [12][1680/1879] lr: 4.129e-02, eta: 4 days, 20:18:00, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.1957, top5_acc: 0.4242, loss_cls: 3.8749, loss: 3.8749, grad_norm: 2.0337 2021-07-07 18:03:41,767 - mmaction - INFO - Epoch [12][1700/1879] lr: 4.132e-02, eta: 4 days, 20:17:24, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.2125, top5_acc: 0.4406, loss_cls: 3.8207, loss: 3.8207, grad_norm: 2.0472 2021-07-07 18:03:59,272 - mmaction - INFO - Epoch [12][1720/1879] lr: 4.135e-02, eta: 4 days, 20:16:50, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.2031, top5_acc: 0.4199, loss_cls: 3.8322, loss: 3.8322, grad_norm: 2.0254 2021-07-07 18:04:16,775 - mmaction - INFO - Epoch [12][1740/1879] lr: 4.138e-02, eta: 4 days, 20:16:17, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.1988, top5_acc: 0.4246, loss_cls: 3.8925, loss: 3.8925, grad_norm: 2.0353 2021-07-07 18:04:34,334 - mmaction - INFO - Epoch [12][1760/1879] lr: 4.141e-02, eta: 4 days, 20:15:44, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.1891, top5_acc: 0.4168, loss_cls: 3.9276, loss: 3.9276, grad_norm: 2.0416 2021-07-07 18:04:51,866 - mmaction - INFO - Epoch [12][1780/1879] lr: 4.143e-02, eta: 4 days, 20:15:11, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.1938, top5_acc: 0.4363, loss_cls: 3.8251, loss: 3.8251, grad_norm: 2.0019 2021-07-07 18:05:09,321 - mmaction - INFO - Epoch [12][1800/1879] lr: 4.146e-02, eta: 4 days, 20:14:37, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.1918, top5_acc: 0.4223, loss_cls: 3.8836, loss: 3.8836, grad_norm: 2.0366 2021-07-07 18:05:26,869 - mmaction - INFO - Epoch [12][1820/1879] lr: 4.149e-02, eta: 4 days, 20:14:04, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.1816, top5_acc: 0.4062, loss_cls: 3.9265, loss: 3.9265, grad_norm: 2.0412 2021-07-07 18:05:44,243 - mmaction - INFO - Epoch [12][1840/1879] lr: 4.152e-02, eta: 4 days, 20:13:28, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.1949, top5_acc: 0.4223, loss_cls: 3.8772, loss: 3.8772, grad_norm: 2.0570 2021-07-07 18:06:01,777 - mmaction - INFO - Epoch [12][1860/1879] lr: 4.155e-02, eta: 4 days, 20:12:55, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.1871, top5_acc: 0.4301, loss_cls: 3.8501, loss: 3.8501, grad_norm: 2.0590 2021-07-07 18:06:19,985 - mmaction - INFO - Saving checkpoint at 12 epochs 2021-07-07 18:08:58,429 - mmaction - INFO - Epoch [13][20/1879] lr: 4.157e-02, eta: 4 days, 20:53:35, time: 7.870, data_time: 6.769, memory: 6462, top1_acc: 0.2082, top5_acc: 0.4344, loss_cls: 3.8237, loss: 3.8237, grad_norm: 2.0768 2021-07-07 18:09:15,764 - mmaction - INFO - Epoch [13][40/1879] lr: 4.159e-02, eta: 4 days, 20:52:55, time: 0.865, data_time: 0.007, memory: 6462, top1_acc: 0.2004, top5_acc: 0.4273, loss_cls: 3.8460, loss: 3.8460, grad_norm: 2.0541 2021-07-07 18:09:33,012 - mmaction - INFO - Epoch [13][60/1879] lr: 4.162e-02, eta: 4 days, 20:52:15, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.2082, top5_acc: 0.4383, loss_cls: 3.7787, loss: 3.7787, grad_norm: 2.0715 2021-07-07 18:09:50,268 - mmaction - INFO - Epoch [13][80/1879] lr: 4.165e-02, eta: 4 days, 20:51:33, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.2105, top5_acc: 0.4316, loss_cls: 3.8540, loss: 3.8540, grad_norm: 2.0925 2021-07-07 18:10:07,760 - mmaction - INFO - Epoch [13][100/1879] lr: 4.168e-02, eta: 4 days, 20:50:58, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.2004, top5_acc: 0.4289, loss_cls: 3.8434, loss: 3.8434, grad_norm: 2.0560 2021-07-07 18:10:25,244 - mmaction - INFO - Epoch [13][120/1879] lr: 4.171e-02, eta: 4 days, 20:50:22, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.2109, top5_acc: 0.4336, loss_cls: 3.8230, loss: 3.8230, grad_norm: 2.0304 2021-07-07 18:10:42,737 - mmaction - INFO - Epoch [13][140/1879] lr: 4.173e-02, eta: 4 days, 20:49:47, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.1969, top5_acc: 0.4391, loss_cls: 3.7988, loss: 3.7988, grad_norm: 2.0557 2021-07-07 18:11:00,347 - mmaction - INFO - Epoch [13][160/1879] lr: 4.176e-02, eta: 4 days, 20:49:12, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.2039, top5_acc: 0.4301, loss_cls: 3.8630, loss: 3.8630, grad_norm: 2.0405 2021-07-07 18:11:17,822 - mmaction - INFO - Epoch [13][180/1879] lr: 4.179e-02, eta: 4 days, 20:48:36, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.2105, top5_acc: 0.4480, loss_cls: 3.7968, loss: 3.7968, grad_norm: 2.0306 2021-07-07 18:11:35,394 - mmaction - INFO - Epoch [13][200/1879] lr: 4.182e-02, eta: 4 days, 20:48:03, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.2078, top5_acc: 0.4344, loss_cls: 3.8159, loss: 3.8159, grad_norm: 2.0849 2021-07-07 18:11:52,725 - mmaction - INFO - Epoch [13][220/1879] lr: 4.185e-02, eta: 4 days, 20:47:25, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.2062, top5_acc: 0.4383, loss_cls: 3.8104, loss: 3.8104, grad_norm: 2.0681 2021-07-07 18:12:10,209 - mmaction - INFO - Epoch [13][240/1879] lr: 4.187e-02, eta: 4 days, 20:46:48, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.2098, top5_acc: 0.4465, loss_cls: 3.7962, loss: 3.7962, grad_norm: 2.0230 2021-07-07 18:12:27,625 - mmaction - INFO - Epoch [13][260/1879] lr: 4.190e-02, eta: 4 days, 20:46:11, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2160, top5_acc: 0.4410, loss_cls: 3.7607, loss: 3.7607, grad_norm: 2.0524 2021-07-07 18:12:45,220 - mmaction - INFO - Epoch [13][280/1879] lr: 4.193e-02, eta: 4 days, 20:45:38, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.2039, top5_acc: 0.4414, loss_cls: 3.7719, loss: 3.7719, grad_norm: 2.0767 2021-07-07 18:13:02,761 - mmaction - INFO - Epoch [13][300/1879] lr: 4.196e-02, eta: 4 days, 20:45:03, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.2160, top5_acc: 0.4402, loss_cls: 3.7989, loss: 3.7989, grad_norm: 2.1130 2021-07-07 18:13:20,196 - mmaction - INFO - Epoch [13][320/1879] lr: 4.199e-02, eta: 4 days, 20:44:25, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.1949, top5_acc: 0.4273, loss_cls: 3.8396, loss: 3.8396, grad_norm: 2.0765 2021-07-07 18:13:37,812 - mmaction - INFO - Epoch [13][340/1879] lr: 4.201e-02, eta: 4 days, 20:43:53, time: 0.883, data_time: 0.005, memory: 6462, top1_acc: 0.1859, top5_acc: 0.4246, loss_cls: 3.8232, loss: 3.8232, grad_norm: 2.0992 2021-07-07 18:13:55,208 - mmaction - INFO - Epoch [13][360/1879] lr: 4.204e-02, eta: 4 days, 20:43:16, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.1898, top5_acc: 0.4250, loss_cls: 3.8521, loss: 3.8521, grad_norm: 2.1101 2021-07-07 18:14:12,725 - mmaction - INFO - Epoch [13][380/1879] lr: 4.207e-02, eta: 4 days, 20:42:40, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.1816, top5_acc: 0.4090, loss_cls: 3.9054, loss: 3.9054, grad_norm: 2.0695 2021-07-07 18:14:30,355 - mmaction - INFO - Epoch [13][400/1879] lr: 4.210e-02, eta: 4 days, 20:42:08, time: 0.883, data_time: 0.006, memory: 6462, top1_acc: 0.2219, top5_acc: 0.4445, loss_cls: 3.7002, loss: 3.7002, grad_norm: 2.0295 2021-07-07 18:14:47,825 - mmaction - INFO - Epoch [13][420/1879] lr: 4.213e-02, eta: 4 days, 20:41:33, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.2066, top5_acc: 0.4437, loss_cls: 3.7905, loss: 3.7905, grad_norm: 2.1129 2021-07-07 18:15:05,387 - mmaction - INFO - Epoch [13][440/1879] lr: 4.215e-02, eta: 4 days, 20:40:59, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.2047, top5_acc: 0.4285, loss_cls: 3.8614, loss: 3.8614, grad_norm: 2.0901 2021-07-07 18:15:23,038 - mmaction - INFO - Epoch [13][460/1879] lr: 4.218e-02, eta: 4 days, 20:40:26, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.1977, top5_acc: 0.4234, loss_cls: 3.8881, loss: 3.8881, grad_norm: 2.0657 2021-07-07 18:15:40,539 - mmaction - INFO - Epoch [13][480/1879] lr: 4.221e-02, eta: 4 days, 20:39:51, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2094, top5_acc: 0.4387, loss_cls: 3.8035, loss: 3.8035, grad_norm: 2.0592 2021-07-07 18:15:58,053 - mmaction - INFO - Epoch [13][500/1879] lr: 4.224e-02, eta: 4 days, 20:39:17, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.2117, top5_acc: 0.4383, loss_cls: 3.7821, loss: 3.7821, grad_norm: 2.0777 2021-07-07 18:16:15,511 - mmaction - INFO - Epoch [13][520/1879] lr: 4.227e-02, eta: 4 days, 20:38:41, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.1988, top5_acc: 0.4199, loss_cls: 3.8330, loss: 3.8330, grad_norm: 2.0092 2021-07-07 18:16:32,985 - mmaction - INFO - Epoch [13][540/1879] lr: 4.229e-02, eta: 4 days, 20:38:05, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2113, top5_acc: 0.4508, loss_cls: 3.7532, loss: 3.7532, grad_norm: 2.0296 2021-07-07 18:16:50,518 - mmaction - INFO - Epoch [13][560/1879] lr: 4.232e-02, eta: 4 days, 20:37:31, time: 0.877, data_time: 0.007, memory: 6462, top1_acc: 0.1855, top5_acc: 0.4117, loss_cls: 3.8716, loss: 3.8716, grad_norm: 2.0291 2021-07-07 18:17:07,878 - mmaction - INFO - Epoch [13][580/1879] lr: 4.235e-02, eta: 4 days, 20:36:54, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.1969, top5_acc: 0.4422, loss_cls: 3.8109, loss: 3.8109, grad_norm: 2.0469 2021-07-07 18:17:25,331 - mmaction - INFO - Epoch [13][600/1879] lr: 4.238e-02, eta: 4 days, 20:36:17, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2164, top5_acc: 0.4414, loss_cls: 3.7853, loss: 3.7853, grad_norm: 2.0830 2021-07-07 18:17:42,863 - mmaction - INFO - Epoch [13][620/1879] lr: 4.241e-02, eta: 4 days, 20:35:43, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.1906, top5_acc: 0.4234, loss_cls: 3.8808, loss: 3.8808, grad_norm: 2.0953 2021-07-07 18:18:00,325 - mmaction - INFO - Epoch [13][640/1879] lr: 4.243e-02, eta: 4 days, 20:35:08, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.2074, top5_acc: 0.4301, loss_cls: 3.8701, loss: 3.8701, grad_norm: 2.0348 2021-07-07 18:18:17,832 - mmaction - INFO - Epoch [13][660/1879] lr: 4.246e-02, eta: 4 days, 20:34:33, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2027, top5_acc: 0.4316, loss_cls: 3.8529, loss: 3.8529, grad_norm: 2.0628 2021-07-07 18:18:35,345 - mmaction - INFO - Epoch [13][680/1879] lr: 4.249e-02, eta: 4 days, 20:33:58, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.2070, top5_acc: 0.4344, loss_cls: 3.8643, loss: 3.8643, grad_norm: 2.0609 2021-07-07 18:18:52,855 - mmaction - INFO - Epoch [13][700/1879] lr: 4.252e-02, eta: 4 days, 20:33:24, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.1996, top5_acc: 0.4152, loss_cls: 3.8521, loss: 3.8521, grad_norm: 2.0363 2021-07-07 18:19:10,464 - mmaction - INFO - Epoch [13][720/1879] lr: 4.255e-02, eta: 4 days, 20:32:50, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.2180, top5_acc: 0.4465, loss_cls: 3.7692, loss: 3.7692, grad_norm: 2.0473 2021-07-07 18:19:27,943 - mmaction - INFO - Epoch [13][740/1879] lr: 4.257e-02, eta: 4 days, 20:32:17, time: 0.878, data_time: 0.007, memory: 6462, top1_acc: 0.2148, top5_acc: 0.4355, loss_cls: 3.8282, loss: 3.8282, grad_norm: 2.0847 2021-07-07 18:19:45,377 - mmaction - INFO - Epoch [13][760/1879] lr: 4.260e-02, eta: 4 days, 20:31:41, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.2000, top5_acc: 0.4262, loss_cls: 3.8119, loss: 3.8119, grad_norm: 2.0515 2021-07-07 18:20:03,004 - mmaction - INFO - Epoch [13][780/1879] lr: 4.263e-02, eta: 4 days, 20:31:08, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.2176, top5_acc: 0.4477, loss_cls: 3.7549, loss: 3.7549, grad_norm: 2.1265 2021-07-07 18:20:20,579 - mmaction - INFO - Epoch [13][800/1879] lr: 4.266e-02, eta: 4 days, 20:30:35, time: 0.880, data_time: 0.010, memory: 6462, top1_acc: 0.2039, top5_acc: 0.4367, loss_cls: 3.8015, loss: 3.8015, grad_norm: 2.0837 2021-07-07 18:20:38,005 - mmaction - INFO - Epoch [13][820/1879] lr: 4.269e-02, eta: 4 days, 20:29:59, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2105, top5_acc: 0.4359, loss_cls: 3.7691, loss: 3.7691, grad_norm: 2.0043 2021-07-07 18:20:55,524 - mmaction - INFO - Epoch [13][840/1879] lr: 4.271e-02, eta: 4 days, 20:29:25, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.2031, top5_acc: 0.4324, loss_cls: 3.7997, loss: 3.7997, grad_norm: 2.0347 2021-07-07 18:21:13,119 - mmaction - INFO - Epoch [13][860/1879] lr: 4.274e-02, eta: 4 days, 20:28:53, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.2102, top5_acc: 0.4270, loss_cls: 3.8359, loss: 3.8359, grad_norm: 2.1031 2021-07-07 18:21:30,681 - mmaction - INFO - Epoch [13][880/1879] lr: 4.277e-02, eta: 4 days, 20:28:20, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.2062, top5_acc: 0.4402, loss_cls: 3.8020, loss: 3.8020, grad_norm: 2.0632 2021-07-07 18:21:48,317 - mmaction - INFO - Epoch [13][900/1879] lr: 4.280e-02, eta: 4 days, 20:27:47, time: 0.880, data_time: 0.001, memory: 6462, top1_acc: 0.2176, top5_acc: 0.4434, loss_cls: 3.7839, loss: 3.7839, grad_norm: 2.0567 2021-07-07 18:22:05,820 - mmaction - INFO - Epoch [13][920/1879] lr: 4.283e-02, eta: 4 days, 20:27:13, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.2109, top5_acc: 0.4375, loss_cls: 3.7847, loss: 3.7847, grad_norm: 2.0270 2021-07-07 18:22:23,477 - mmaction - INFO - Epoch [13][940/1879] lr: 4.285e-02, eta: 4 days, 20:26:42, time: 0.883, data_time: 0.003, memory: 6462, top1_acc: 0.2039, top5_acc: 0.4332, loss_cls: 3.8602, loss: 3.8602, grad_norm: 2.0772 2021-07-07 18:22:40,955 - mmaction - INFO - Epoch [13][960/1879] lr: 4.288e-02, eta: 4 days, 20:26:07, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.2094, top5_acc: 0.4363, loss_cls: 3.8006, loss: 3.8006, grad_norm: 2.0726 2021-07-07 18:22:58,483 - mmaction - INFO - Epoch [13][980/1879] lr: 4.291e-02, eta: 4 days, 20:25:33, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.2188, top5_acc: 0.4613, loss_cls: 3.7185, loss: 3.7185, grad_norm: 2.0728 2021-07-07 18:23:15,891 - mmaction - INFO - Epoch [13][1000/1879] lr: 4.294e-02, eta: 4 days, 20:24:57, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.2105, top5_acc: 0.4512, loss_cls: 3.7986, loss: 3.7986, grad_norm: 2.0972 2021-07-07 18:23:33,417 - mmaction - INFO - Epoch [13][1020/1879] lr: 4.297e-02, eta: 4 days, 20:24:23, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.1961, top5_acc: 0.4168, loss_cls: 3.8407, loss: 3.8407, grad_norm: 2.0654 2021-07-07 18:23:50,775 - mmaction - INFO - Epoch [13][1040/1879] lr: 4.299e-02, eta: 4 days, 20:23:47, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.2066, top5_acc: 0.4398, loss_cls: 3.8196, loss: 3.8196, grad_norm: 2.0585 2021-07-07 18:24:08,200 - mmaction - INFO - Epoch [13][1060/1879] lr: 4.302e-02, eta: 4 days, 20:23:11, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.2113, top5_acc: 0.4422, loss_cls: 3.7384, loss: 3.7384, grad_norm: 2.0083 2021-07-07 18:24:25,727 - mmaction - INFO - Epoch [13][1080/1879] lr: 4.305e-02, eta: 4 days, 20:22:37, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.2207, top5_acc: 0.4562, loss_cls: 3.7226, loss: 3.7226, grad_norm: 2.0619 2021-07-07 18:24:43,144 - mmaction - INFO - Epoch [13][1100/1879] lr: 4.308e-02, eta: 4 days, 20:22:01, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2070, top5_acc: 0.4328, loss_cls: 3.8441, loss: 3.8441, grad_norm: 2.1120 2021-07-07 18:25:00,778 - mmaction - INFO - Epoch [13][1120/1879] lr: 4.311e-02, eta: 4 days, 20:21:30, time: 0.883, data_time: 0.006, memory: 6462, top1_acc: 0.2039, top5_acc: 0.4352, loss_cls: 3.8139, loss: 3.8139, grad_norm: 2.0768 2021-07-07 18:25:18,284 - mmaction - INFO - Epoch [13][1140/1879] lr: 4.313e-02, eta: 4 days, 20:20:55, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.2066, top5_acc: 0.4461, loss_cls: 3.8109, loss: 3.8109, grad_norm: 2.0777 2021-07-07 18:25:35,827 - mmaction - INFO - Epoch [13][1160/1879] lr: 4.316e-02, eta: 4 days, 20:20:22, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.1973, top5_acc: 0.4297, loss_cls: 3.8153, loss: 3.8153, grad_norm: 2.0320 2021-07-07 18:25:53,247 - mmaction - INFO - Epoch [13][1180/1879] lr: 4.319e-02, eta: 4 days, 20:19:47, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2109, top5_acc: 0.4496, loss_cls: 3.7241, loss: 3.7241, grad_norm: 2.0063 2021-07-07 18:26:10,834 - mmaction - INFO - Epoch [13][1200/1879] lr: 4.322e-02, eta: 4 days, 20:19:15, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.2156, top5_acc: 0.4504, loss_cls: 3.7644, loss: 3.7644, grad_norm: 2.1041 2021-07-07 18:26:28,291 - mmaction - INFO - Epoch [13][1220/1879] lr: 4.325e-02, eta: 4 days, 20:18:39, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2098, top5_acc: 0.4484, loss_cls: 3.7483, loss: 3.7483, grad_norm: 2.0787 2021-07-07 18:26:45,895 - mmaction - INFO - Epoch [13][1240/1879] lr: 4.327e-02, eta: 4 days, 20:18:07, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.2039, top5_acc: 0.4324, loss_cls: 3.8055, loss: 3.8055, grad_norm: 2.1036 2021-07-07 18:27:03,490 - mmaction - INFO - Epoch [13][1260/1879] lr: 4.330e-02, eta: 4 days, 20:17:36, time: 0.883, data_time: 0.005, memory: 6462, top1_acc: 0.2129, top5_acc: 0.4445, loss_cls: 3.7551, loss: 3.7551, grad_norm: 2.0704 2021-07-07 18:27:21,084 - mmaction - INFO - Epoch [13][1280/1879] lr: 4.333e-02, eta: 4 days, 20:17:04, time: 0.879, data_time: 0.000, memory: 6462, top1_acc: 0.2164, top5_acc: 0.4688, loss_cls: 3.6536, loss: 3.6536, grad_norm: 2.0841 2021-07-07 18:27:38,577 - mmaction - INFO - Epoch [13][1300/1879] lr: 4.336e-02, eta: 4 days, 20:16:29, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.1887, top5_acc: 0.4273, loss_cls: 3.8346, loss: 3.8346, grad_norm: 2.0371 2021-07-07 18:27:56,002 - mmaction - INFO - Epoch [13][1320/1879] lr: 4.339e-02, eta: 4 days, 20:15:54, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.2066, top5_acc: 0.4410, loss_cls: 3.7864, loss: 3.7864, grad_norm: 2.0573 2021-07-07 18:28:13,481 - mmaction - INFO - Epoch [13][1340/1879] lr: 4.341e-02, eta: 4 days, 20:15:19, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2148, top5_acc: 0.4457, loss_cls: 3.7404, loss: 3.7404, grad_norm: 2.0966 2021-07-07 18:28:30,848 - mmaction - INFO - Epoch [13][1360/1879] lr: 4.344e-02, eta: 4 days, 20:14:44, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2051, top5_acc: 0.4426, loss_cls: 3.7971, loss: 3.7971, grad_norm: 2.0371 2021-07-07 18:28:48,351 - mmaction - INFO - Epoch [13][1380/1879] lr: 4.347e-02, eta: 4 days, 20:14:10, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.2023, top5_acc: 0.4402, loss_cls: 3.7883, loss: 3.7883, grad_norm: 2.0332 2021-07-07 18:29:05,898 - mmaction - INFO - Epoch [13][1400/1879] lr: 4.350e-02, eta: 4 days, 20:13:37, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.2152, top5_acc: 0.4395, loss_cls: 3.7650, loss: 3.7650, grad_norm: 2.0092 2021-07-07 18:29:23,312 - mmaction - INFO - Epoch [13][1420/1879] lr: 4.353e-02, eta: 4 days, 20:13:01, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.1969, top5_acc: 0.4527, loss_cls: 3.7597, loss: 3.7597, grad_norm: 2.0904 2021-07-07 18:29:40,792 - mmaction - INFO - Epoch [13][1440/1879] lr: 4.355e-02, eta: 4 days, 20:12:27, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.2023, top5_acc: 0.4430, loss_cls: 3.7833, loss: 3.7833, grad_norm: 2.1000 2021-07-07 18:29:58,228 - mmaction - INFO - Epoch [13][1460/1879] lr: 4.358e-02, eta: 4 days, 20:11:53, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.2145, top5_acc: 0.4449, loss_cls: 3.7645, loss: 3.7645, grad_norm: 2.1023 2021-07-07 18:30:15,771 - mmaction - INFO - Epoch [13][1480/1879] lr: 4.361e-02, eta: 4 days, 20:11:19, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.2156, top5_acc: 0.4648, loss_cls: 3.6926, loss: 3.6926, grad_norm: 2.0816 2021-07-07 18:30:33,322 - mmaction - INFO - Epoch [13][1500/1879] lr: 4.364e-02, eta: 4 days, 20:10:47, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.2020, top5_acc: 0.4254, loss_cls: 3.8089, loss: 3.8089, grad_norm: 2.1113 2021-07-07 18:30:50,921 - mmaction - INFO - Epoch [13][1520/1879] lr: 4.367e-02, eta: 4 days, 20:10:15, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.2086, top5_acc: 0.4383, loss_cls: 3.8307, loss: 3.8307, grad_norm: 2.0918 2021-07-07 18:31:08,315 - mmaction - INFO - Epoch [13][1540/1879] lr: 4.370e-02, eta: 4 days, 20:09:40, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2078, top5_acc: 0.4480, loss_cls: 3.7722, loss: 3.7722, grad_norm: 2.0122 2021-07-07 18:31:25,890 - mmaction - INFO - Epoch [13][1560/1879] lr: 4.372e-02, eta: 4 days, 20:09:07, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.2031, top5_acc: 0.4473, loss_cls: 3.7315, loss: 3.7315, grad_norm: 2.0476 2021-07-07 18:31:43,403 - mmaction - INFO - Epoch [13][1580/1879] lr: 4.375e-02, eta: 4 days, 20:08:34, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.2148, top5_acc: 0.4539, loss_cls: 3.7050, loss: 3.7050, grad_norm: 2.0244 2021-07-07 18:32:00,885 - mmaction - INFO - Epoch [13][1600/1879] lr: 4.378e-02, eta: 4 days, 20:08:01, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2117, top5_acc: 0.4633, loss_cls: 3.7632, loss: 3.7632, grad_norm: 2.0664 2021-07-07 18:32:18,402 - mmaction - INFO - Epoch [13][1620/1879] lr: 4.381e-02, eta: 4 days, 20:07:27, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.2070, top5_acc: 0.4383, loss_cls: 3.7840, loss: 3.7840, grad_norm: 2.0927 2021-07-07 18:32:35,815 - mmaction - INFO - Epoch [13][1640/1879] lr: 4.384e-02, eta: 4 days, 20:06:52, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2211, top5_acc: 0.4613, loss_cls: 3.7099, loss: 3.7099, grad_norm: 2.0785 2021-07-07 18:32:53,382 - mmaction - INFO - Epoch [13][1660/1879] lr: 4.386e-02, eta: 4 days, 20:06:20, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.2141, top5_acc: 0.4508, loss_cls: 3.7428, loss: 3.7428, grad_norm: 2.0487 2021-07-07 18:33:10,933 - mmaction - INFO - Epoch [13][1680/1879] lr: 4.389e-02, eta: 4 days, 20:05:48, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.2195, top5_acc: 0.4527, loss_cls: 3.7294, loss: 3.7294, grad_norm: 2.0449 2021-07-07 18:33:28,589 - mmaction - INFO - Epoch [13][1700/1879] lr: 4.392e-02, eta: 4 days, 20:05:17, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.2117, top5_acc: 0.4492, loss_cls: 3.7938, loss: 3.7938, grad_norm: 2.0829 2021-07-07 18:33:46,092 - mmaction - INFO - Epoch [13][1720/1879] lr: 4.395e-02, eta: 4 days, 20:04:44, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.1980, top5_acc: 0.4273, loss_cls: 3.8364, loss: 3.8364, grad_norm: 2.0418 2021-07-07 18:34:03,737 - mmaction - INFO - Epoch [13][1740/1879] lr: 4.398e-02, eta: 4 days, 20:04:14, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.2230, top5_acc: 0.4426, loss_cls: 3.7497, loss: 3.7497, grad_norm: 2.0602 2021-07-07 18:34:21,316 - mmaction - INFO - Epoch [13][1760/1879] lr: 4.400e-02, eta: 4 days, 20:03:41, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.2184, top5_acc: 0.4453, loss_cls: 3.7582, loss: 3.7582, grad_norm: 2.0891 2021-07-07 18:34:38,708 - mmaction - INFO - Epoch [13][1780/1879] lr: 4.403e-02, eta: 4 days, 20:03:06, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.2234, top5_acc: 0.4605, loss_cls: 3.7184, loss: 3.7184, grad_norm: 2.0365 2021-07-07 18:34:56,188 - mmaction - INFO - Epoch [13][1800/1879] lr: 4.406e-02, eta: 4 days, 20:02:32, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.2152, top5_acc: 0.4309, loss_cls: 3.7900, loss: 3.7900, grad_norm: 2.0959 2021-07-07 18:35:13,703 - mmaction - INFO - Epoch [13][1820/1879] lr: 4.409e-02, eta: 4 days, 20:01:59, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.2234, top5_acc: 0.4449, loss_cls: 3.7549, loss: 3.7549, grad_norm: 2.0451 2021-07-07 18:35:31,117 - mmaction - INFO - Epoch [13][1840/1879] lr: 4.412e-02, eta: 4 days, 20:01:26, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.2145, top5_acc: 0.4578, loss_cls: 3.7552, loss: 3.7552, grad_norm: 2.1050 2021-07-07 18:35:48,491 - mmaction - INFO - Epoch [13][1860/1879] lr: 4.414e-02, eta: 4 days, 20:00:50, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.2133, top5_acc: 0.4488, loss_cls: 3.7693, loss: 3.7693, grad_norm: 2.0695 2021-07-07 18:38:46,826 - mmaction - INFO - Epoch [14][20/1879] lr: 4.416e-02, eta: 4 days, 20:36:02, time: 7.532, data_time: 6.468, memory: 6462, top1_acc: 0.2219, top5_acc: 0.4531, loss_cls: 3.7226, loss: 3.7226, grad_norm: 2.0729 2021-07-07 18:39:03,931 - mmaction - INFO - Epoch [14][40/1879] lr: 4.418e-02, eta: 4 days, 20:35:20, time: 0.857, data_time: 0.009, memory: 6462, top1_acc: 0.1965, top5_acc: 0.4469, loss_cls: 3.7650, loss: 3.7650, grad_norm: 2.0649 2021-07-07 18:39:21,042 - mmaction - INFO - Epoch [14][60/1879] lr: 4.421e-02, eta: 4 days, 20:34:37, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.2020, top5_acc: 0.4516, loss_cls: 3.7299, loss: 3.7299, grad_norm: 2.0866 2021-07-07 18:39:38,333 - mmaction - INFO - Epoch [14][80/1879] lr: 4.424e-02, eta: 4 days, 20:33:58, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.2184, top5_acc: 0.4520, loss_cls: 3.6979, loss: 3.6979, grad_norm: 2.0817 2021-07-07 18:39:55,905 - mmaction - INFO - Epoch [14][100/1879] lr: 4.427e-02, eta: 4 days, 20:33:25, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.2070, top5_acc: 0.4594, loss_cls: 3.7571, loss: 3.7571, grad_norm: 2.0915 2021-07-07 18:40:13,457 - mmaction - INFO - Epoch [14][120/1879] lr: 4.430e-02, eta: 4 days, 20:32:51, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.2188, top5_acc: 0.4625, loss_cls: 3.7320, loss: 3.7320, grad_norm: 2.0786 2021-07-07 18:40:31,029 - mmaction - INFO - Epoch [14][140/1879] lr: 4.432e-02, eta: 4 days, 20:32:18, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.2199, top5_acc: 0.4570, loss_cls: 3.7148, loss: 3.7148, grad_norm: 2.0561 2021-07-07 18:40:48,555 - mmaction - INFO - Epoch [14][160/1879] lr: 4.435e-02, eta: 4 days, 20:31:43, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2145, top5_acc: 0.4437, loss_cls: 3.7579, loss: 3.7579, grad_norm: 2.0539 2021-07-07 18:41:06,009 - mmaction - INFO - Epoch [14][180/1879] lr: 4.438e-02, eta: 4 days, 20:31:08, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.2207, top5_acc: 0.4625, loss_cls: 3.6863, loss: 3.6863, grad_norm: 2.0495 2021-07-07 18:41:23,316 - mmaction - INFO - Epoch [14][200/1879] lr: 4.441e-02, eta: 4 days, 20:30:30, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.2234, top5_acc: 0.4566, loss_cls: 3.7359, loss: 3.7359, grad_norm: 2.1033 2021-07-07 18:41:40,826 - mmaction - INFO - Epoch [14][220/1879] lr: 4.444e-02, eta: 4 days, 20:29:55, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.2289, top5_acc: 0.4617, loss_cls: 3.6847, loss: 3.6847, grad_norm: 2.0907 2021-07-07 18:41:58,253 - mmaction - INFO - Epoch [14][240/1879] lr: 4.446e-02, eta: 4 days, 20:29:19, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.2168, top5_acc: 0.4391, loss_cls: 3.7365, loss: 3.7365, grad_norm: 2.0744 2021-07-07 18:42:15,717 - mmaction - INFO - Epoch [14][260/1879] lr: 4.449e-02, eta: 4 days, 20:28:44, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.2316, top5_acc: 0.4582, loss_cls: 3.6978, loss: 3.6978, grad_norm: 2.1170 2021-07-07 18:42:33,104 - mmaction - INFO - Epoch [14][280/1879] lr: 4.452e-02, eta: 4 days, 20:28:07, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.2160, top5_acc: 0.4535, loss_cls: 3.7076, loss: 3.7076, grad_norm: 2.0849 2021-07-07 18:42:50,697 - mmaction - INFO - Epoch [14][300/1879] lr: 4.455e-02, eta: 4 days, 20:27:34, time: 0.879, data_time: 0.007, memory: 6462, top1_acc: 0.2297, top5_acc: 0.4660, loss_cls: 3.6537, loss: 3.6537, grad_norm: 2.0697 2021-07-07 18:43:08,283 - mmaction - INFO - Epoch [14][320/1879] lr: 4.458e-02, eta: 4 days, 20:27:02, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.2168, top5_acc: 0.4711, loss_cls: 3.6593, loss: 3.6593, grad_norm: 2.0750 2021-07-07 18:43:25,866 - mmaction - INFO - Epoch [14][340/1879] lr: 4.460e-02, eta: 4 days, 20:26:28, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.2121, top5_acc: 0.4426, loss_cls: 3.7135, loss: 3.7135, grad_norm: 2.0979 2021-07-07 18:43:43,304 - mmaction - INFO - Epoch [14][360/1879] lr: 4.463e-02, eta: 4 days, 20:25:53, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.2180, top5_acc: 0.4602, loss_cls: 3.7281, loss: 3.7281, grad_norm: 2.1210 2021-07-07 18:44:00,670 - mmaction - INFO - Epoch [14][380/1879] lr: 4.466e-02, eta: 4 days, 20:25:16, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.2277, top5_acc: 0.4590, loss_cls: 3.6580, loss: 3.6580, grad_norm: 2.0604 2021-07-07 18:44:18,229 - mmaction - INFO - Epoch [14][400/1879] lr: 4.469e-02, eta: 4 days, 20:24:42, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.2184, top5_acc: 0.4598, loss_cls: 3.6500, loss: 3.6500, grad_norm: 2.0682 2021-07-07 18:44:35,677 - mmaction - INFO - Epoch [14][420/1879] lr: 4.472e-02, eta: 4 days, 20:24:07, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.2125, top5_acc: 0.4699, loss_cls: 3.6974, loss: 3.6974, grad_norm: 2.1214 2021-07-07 18:44:53,182 - mmaction - INFO - Epoch [14][440/1879] lr: 4.474e-02, eta: 4 days, 20:23:33, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.2129, top5_acc: 0.4398, loss_cls: 3.7625, loss: 3.7625, grad_norm: 2.0948 2021-07-07 18:45:10,675 - mmaction - INFO - Epoch [14][460/1879] lr: 4.477e-02, eta: 4 days, 20:22:58, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.2301, top5_acc: 0.4660, loss_cls: 3.6811, loss: 3.6811, grad_norm: 2.0684 2021-07-07 18:45:27,990 - mmaction - INFO - Epoch [14][480/1879] lr: 4.480e-02, eta: 4 days, 20:22:20, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.2137, top5_acc: 0.4473, loss_cls: 3.7664, loss: 3.7664, grad_norm: 2.1288 2021-07-07 18:45:45,452 - mmaction - INFO - Epoch [14][500/1879] lr: 4.483e-02, eta: 4 days, 20:21:46, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.2133, top5_acc: 0.4363, loss_cls: 3.7790, loss: 3.7790, grad_norm: 2.0655 2021-07-07 18:46:03,055 - mmaction - INFO - Epoch [14][520/1879] lr: 4.486e-02, eta: 4 days, 20:21:13, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.2215, top5_acc: 0.4598, loss_cls: 3.6698, loss: 3.6698, grad_norm: 2.0557 2021-07-07 18:46:20,556 - mmaction - INFO - Epoch [14][540/1879] lr: 4.488e-02, eta: 4 days, 20:20:39, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2133, top5_acc: 0.4488, loss_cls: 3.7359, loss: 3.7359, grad_norm: 2.1218 2021-07-07 18:46:37,947 - mmaction - INFO - Epoch [14][560/1879] lr: 4.491e-02, eta: 4 days, 20:20:03, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.2254, top5_acc: 0.4637, loss_cls: 3.6656, loss: 3.6656, grad_norm: 2.0607 2021-07-07 18:46:55,442 - mmaction - INFO - Epoch [14][580/1879] lr: 4.494e-02, eta: 4 days, 20:19:29, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.2070, top5_acc: 0.4422, loss_cls: 3.7972, loss: 3.7972, grad_norm: 2.1304 2021-07-07 18:47:12,869 - mmaction - INFO - Epoch [14][600/1879] lr: 4.497e-02, eta: 4 days, 20:18:53, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.2211, top5_acc: 0.4684, loss_cls: 3.6985, loss: 3.6985, grad_norm: 2.0654 2021-07-07 18:47:30,458 - mmaction - INFO - Epoch [14][620/1879] lr: 4.500e-02, eta: 4 days, 20:18:21, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.2266, top5_acc: 0.4570, loss_cls: 3.7097, loss: 3.7097, grad_norm: 2.1275 2021-07-07 18:47:47,992 - mmaction - INFO - Epoch [14][640/1879] lr: 4.502e-02, eta: 4 days, 20:17:47, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.2211, top5_acc: 0.4441, loss_cls: 3.7361, loss: 3.7361, grad_norm: 2.0963 2021-07-07 18:48:05,481 - mmaction - INFO - Epoch [14][660/1879] lr: 4.505e-02, eta: 4 days, 20:17:13, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2223, top5_acc: 0.4473, loss_cls: 3.7223, loss: 3.7223, grad_norm: 2.0714 2021-07-07 18:48:22,928 - mmaction - INFO - Epoch [14][680/1879] lr: 4.508e-02, eta: 4 days, 20:16:38, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.2266, top5_acc: 0.4504, loss_cls: 3.7271, loss: 3.7271, grad_norm: 2.0949 2021-07-07 18:48:40,381 - mmaction - INFO - Epoch [14][700/1879] lr: 4.511e-02, eta: 4 days, 20:16:03, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.2379, top5_acc: 0.4715, loss_cls: 3.6167, loss: 3.6167, grad_norm: 2.0358 2021-07-07 18:48:57,850 - mmaction - INFO - Epoch [14][720/1879] lr: 4.514e-02, eta: 4 days, 20:15:29, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.2172, top5_acc: 0.4398, loss_cls: 3.7627, loss: 3.7627, grad_norm: 2.1251 2021-07-07 18:49:15,383 - mmaction - INFO - Epoch [14][740/1879] lr: 4.516e-02, eta: 4 days, 20:14:54, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.2316, top5_acc: 0.4562, loss_cls: 3.6909, loss: 3.6909, grad_norm: 2.0778 2021-07-07 18:49:32,730 - mmaction - INFO - Epoch [14][760/1879] lr: 4.519e-02, eta: 4 days, 20:14:18, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.2254, top5_acc: 0.4555, loss_cls: 3.6911, loss: 3.6911, grad_norm: 2.1529 2021-07-07 18:49:50,372 - mmaction - INFO - Epoch [14][780/1879] lr: 4.522e-02, eta: 4 days, 20:13:47, time: 0.884, data_time: 0.006, memory: 6462, top1_acc: 0.2313, top5_acc: 0.4668, loss_cls: 3.6865, loss: 3.6865, grad_norm: 2.0747 2021-07-07 18:50:07,956 - mmaction - INFO - Epoch [14][800/1879] lr: 4.525e-02, eta: 4 days, 20:13:15, time: 0.880, data_time: 0.001, memory: 6462, top1_acc: 0.2184, top5_acc: 0.4676, loss_cls: 3.6953, loss: 3.6953, grad_norm: 2.0977 2021-07-07 18:50:25,347 - mmaction - INFO - Epoch [14][820/1879] lr: 4.528e-02, eta: 4 days, 20:12:39, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.2215, top5_acc: 0.4566, loss_cls: 3.6976, loss: 3.6976, grad_norm: 2.0874 2021-07-07 18:50:42,771 - mmaction - INFO - Epoch [14][840/1879] lr: 4.530e-02, eta: 4 days, 20:12:04, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.2309, top5_acc: 0.4730, loss_cls: 3.6696, loss: 3.6696, grad_norm: 2.0929 2021-07-07 18:51:00,224 - mmaction - INFO - Epoch [14][860/1879] lr: 4.533e-02, eta: 4 days, 20:11:29, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.2078, top5_acc: 0.4391, loss_cls: 3.7548, loss: 3.7548, grad_norm: 2.0768 2021-07-07 18:51:17,785 - mmaction - INFO - Epoch [14][880/1879] lr: 4.536e-02, eta: 4 days, 20:10:56, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.2242, top5_acc: 0.4641, loss_cls: 3.6990, loss: 3.6990, grad_norm: 2.0890 2021-07-07 18:51:35,176 - mmaction - INFO - Epoch [14][900/1879] lr: 4.539e-02, eta: 4 days, 20:10:20, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.2328, top5_acc: 0.4535, loss_cls: 3.7044, loss: 3.7044, grad_norm: 2.1089 2021-07-07 18:51:52,603 - mmaction - INFO - Epoch [14][920/1879] lr: 4.542e-02, eta: 4 days, 20:09:46, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.2145, top5_acc: 0.4574, loss_cls: 3.7066, loss: 3.7066, grad_norm: 2.1160 2021-07-07 18:52:10,116 - mmaction - INFO - Epoch [14][940/1879] lr: 4.544e-02, eta: 4 days, 20:09:12, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.2324, top5_acc: 0.4781, loss_cls: 3.6117, loss: 3.6117, grad_norm: 2.1110 2021-07-07 18:52:27,563 - mmaction - INFO - Epoch [14][960/1879] lr: 4.547e-02, eta: 4 days, 20:08:37, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.2180, top5_acc: 0.4582, loss_cls: 3.7005, loss: 3.7005, grad_norm: 2.1317 2021-07-07 18:52:44,964 - mmaction - INFO - Epoch [14][980/1879] lr: 4.550e-02, eta: 4 days, 20:08:02, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2344, top5_acc: 0.4613, loss_cls: 3.6754, loss: 3.6754, grad_norm: 2.0655 2021-07-07 18:53:02,410 - mmaction - INFO - Epoch [14][1000/1879] lr: 4.553e-02, eta: 4 days, 20:07:27, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.2309, top5_acc: 0.4781, loss_cls: 3.6503, loss: 3.6503, grad_norm: 2.0992 2021-07-07 18:53:19,884 - mmaction - INFO - Epoch [14][1020/1879] lr: 4.556e-02, eta: 4 days, 20:06:54, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.2223, top5_acc: 0.4582, loss_cls: 3.7059, loss: 3.7059, grad_norm: 2.1273 2021-07-07 18:53:37,459 - mmaction - INFO - Epoch [14][1040/1879] lr: 4.558e-02, eta: 4 days, 20:06:21, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.2215, top5_acc: 0.4539, loss_cls: 3.7068, loss: 3.7068, grad_norm: 2.1237 2021-07-07 18:53:54,939 - mmaction - INFO - Epoch [14][1060/1879] lr: 4.561e-02, eta: 4 days, 20:05:47, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.2250, top5_acc: 0.4766, loss_cls: 3.7173, loss: 3.7173, grad_norm: 2.0990 2021-07-07 18:54:12,520 - mmaction - INFO - Epoch [14][1080/1879] lr: 4.564e-02, eta: 4 days, 20:05:15, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.2242, top5_acc: 0.4695, loss_cls: 3.6842, loss: 3.6842, grad_norm: 2.0960 2021-07-07 18:54:29,886 - mmaction - INFO - Epoch [14][1100/1879] lr: 4.567e-02, eta: 4 days, 20:04:39, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2313, top5_acc: 0.4480, loss_cls: 3.6836, loss: 3.6836, grad_norm: 2.0609 2021-07-07 18:54:47,299 - mmaction - INFO - Epoch [14][1120/1879] lr: 4.570e-02, eta: 4 days, 20:04:04, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.2301, top5_acc: 0.4570, loss_cls: 3.7059, loss: 3.7059, grad_norm: 2.1283 2021-07-07 18:55:04,842 - mmaction - INFO - Epoch [14][1140/1879] lr: 4.572e-02, eta: 4 days, 20:03:31, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.2254, top5_acc: 0.4672, loss_cls: 3.6635, loss: 3.6635, grad_norm: 2.0530 2021-07-07 18:55:22,287 - mmaction - INFO - Epoch [14][1160/1879] lr: 4.575e-02, eta: 4 days, 20:02:58, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.2156, top5_acc: 0.4598, loss_cls: 3.7153, loss: 3.7153, grad_norm: 2.1737 2021-07-07 18:55:39,812 - mmaction - INFO - Epoch [14][1180/1879] lr: 4.578e-02, eta: 4 days, 20:02:24, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.2258, top5_acc: 0.4555, loss_cls: 3.7125, loss: 3.7125, grad_norm: 2.1142 2021-07-07 18:55:57,318 - mmaction - INFO - Epoch [14][1200/1879] lr: 4.581e-02, eta: 4 days, 20:01:51, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.2320, top5_acc: 0.4578, loss_cls: 3.6860, loss: 3.6860, grad_norm: 2.0639 2021-07-07 18:56:14,829 - mmaction - INFO - Epoch [14][1220/1879] lr: 4.584e-02, eta: 4 days, 20:01:17, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2313, top5_acc: 0.4629, loss_cls: 3.6947, loss: 3.6947, grad_norm: 2.1128 2021-07-07 18:56:32,241 - mmaction - INFO - Epoch [14][1240/1879] lr: 4.586e-02, eta: 4 days, 20:00:42, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.2316, top5_acc: 0.4609, loss_cls: 3.6976, loss: 3.6976, grad_norm: 2.1361 2021-07-07 18:56:49,705 - mmaction - INFO - Epoch [14][1260/1879] lr: 4.589e-02, eta: 4 days, 20:00:09, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.2191, top5_acc: 0.4680, loss_cls: 3.6747, loss: 3.6747, grad_norm: 2.1291 2021-07-07 18:57:07,161 - mmaction - INFO - Epoch [14][1280/1879] lr: 4.592e-02, eta: 4 days, 19:59:35, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.2180, top5_acc: 0.4668, loss_cls: 3.6610, loss: 3.6610, grad_norm: 2.0648 2021-07-07 18:57:24,739 - mmaction - INFO - Epoch [14][1300/1879] lr: 4.595e-02, eta: 4 days, 19:59:03, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.2336, top5_acc: 0.4695, loss_cls: 3.6863, loss: 3.6863, grad_norm: 2.0785 2021-07-07 18:57:42,071 - mmaction - INFO - Epoch [14][1320/1879] lr: 4.598e-02, eta: 4 days, 19:58:27, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.2305, top5_acc: 0.4645, loss_cls: 3.6507, loss: 3.6507, grad_norm: 2.0673 2021-07-07 18:57:59,523 - mmaction - INFO - Epoch [14][1340/1879] lr: 4.600e-02, eta: 4 days, 19:57:53, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2445, top5_acc: 0.4750, loss_cls: 3.6429, loss: 3.6429, grad_norm: 2.0841 2021-07-07 18:58:16,881 - mmaction - INFO - Epoch [14][1360/1879] lr: 4.603e-02, eta: 4 days, 19:57:17, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.2359, top5_acc: 0.4707, loss_cls: 3.6652, loss: 3.6652, grad_norm: 2.1041 2021-07-07 18:58:34,413 - mmaction - INFO - Epoch [14][1380/1879] lr: 4.606e-02, eta: 4 days, 19:56:44, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.2293, top5_acc: 0.4828, loss_cls: 3.5938, loss: 3.5938, grad_norm: 2.1262 2021-07-07 18:58:51,907 - mmaction - INFO - Epoch [14][1400/1879] lr: 4.609e-02, eta: 4 days, 19:56:11, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.2301, top5_acc: 0.4617, loss_cls: 3.7072, loss: 3.7072, grad_norm: 2.1545 2021-07-07 18:59:09,376 - mmaction - INFO - Epoch [14][1420/1879] lr: 4.612e-02, eta: 4 days, 19:55:37, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.2062, top5_acc: 0.4457, loss_cls: 3.7353, loss: 3.7353, grad_norm: 2.0705 2021-07-07 18:59:26,722 - mmaction - INFO - Epoch [14][1440/1879] lr: 4.614e-02, eta: 4 days, 19:55:01, time: 0.867, data_time: 0.006, memory: 6462, top1_acc: 0.2195, top5_acc: 0.4660, loss_cls: 3.6696, loss: 3.6696, grad_norm: 2.0867 2021-07-07 18:59:44,239 - mmaction - INFO - Epoch [14][1460/1879] lr: 4.617e-02, eta: 4 days, 19:54:29, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.2250, top5_acc: 0.4656, loss_cls: 3.6899, loss: 3.6899, grad_norm: 2.0851 2021-07-07 19:00:01,786 - mmaction - INFO - Epoch [14][1480/1879] lr: 4.620e-02, eta: 4 days, 19:53:57, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.2301, top5_acc: 0.4801, loss_cls: 3.6437, loss: 3.6437, grad_norm: 2.0939 2021-07-07 19:00:19,201 - mmaction - INFO - Epoch [14][1500/1879] lr: 4.623e-02, eta: 4 days, 19:53:23, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.2414, top5_acc: 0.4680, loss_cls: 3.6373, loss: 3.6373, grad_norm: 2.0918 2021-07-07 19:00:36,675 - mmaction - INFO - Epoch [14][1520/1879] lr: 4.626e-02, eta: 4 days, 19:52:49, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.2297, top5_acc: 0.4594, loss_cls: 3.6758, loss: 3.6758, grad_norm: 2.0583 2021-07-07 19:00:54,182 - mmaction - INFO - Epoch [14][1540/1879] lr: 4.628e-02, eta: 4 days, 19:52:16, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.2211, top5_acc: 0.4555, loss_cls: 3.7050, loss: 3.7050, grad_norm: 2.1096 2021-07-07 19:01:11,513 - mmaction - INFO - Epoch [14][1560/1879] lr: 4.631e-02, eta: 4 days, 19:51:41, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.2145, top5_acc: 0.4512, loss_cls: 3.6810, loss: 3.6810, grad_norm: 2.1157 2021-07-07 19:01:29,102 - mmaction - INFO - Epoch [14][1580/1879] lr: 4.634e-02, eta: 4 days, 19:51:09, time: 0.879, data_time: 0.001, memory: 6462, top1_acc: 0.2137, top5_acc: 0.4566, loss_cls: 3.6756, loss: 3.6756, grad_norm: 2.0736 2021-07-07 19:01:46,595 - mmaction - INFO - Epoch [14][1600/1879] lr: 4.637e-02, eta: 4 days, 19:50:35, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2184, top5_acc: 0.4664, loss_cls: 3.6788, loss: 3.6788, grad_norm: 2.1686 2021-07-07 19:02:04,059 - mmaction - INFO - Epoch [14][1620/1879] lr: 4.640e-02, eta: 4 days, 19:50:02, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2145, top5_acc: 0.4523, loss_cls: 3.7487, loss: 3.7487, grad_norm: 2.1397 2021-07-07 19:02:21,605 - mmaction - INFO - Epoch [14][1640/1879] lr: 4.642e-02, eta: 4 days, 19:49:30, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.2066, top5_acc: 0.4473, loss_cls: 3.7499, loss: 3.7499, grad_norm: 2.0664 2021-07-07 19:02:38,996 - mmaction - INFO - Epoch [14][1660/1879] lr: 4.645e-02, eta: 4 days, 19:48:55, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.2301, top5_acc: 0.4781, loss_cls: 3.6285, loss: 3.6285, grad_norm: 2.0475 2021-07-07 19:02:56,519 - mmaction - INFO - Epoch [14][1680/1879] lr: 4.648e-02, eta: 4 days, 19:48:23, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.2320, top5_acc: 0.4629, loss_cls: 3.5964, loss: 3.5964, grad_norm: 2.0677 2021-07-07 19:03:14,046 - mmaction - INFO - Epoch [14][1700/1879] lr: 4.651e-02, eta: 4 days, 19:47:51, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.2195, top5_acc: 0.4426, loss_cls: 3.7283, loss: 3.7283, grad_norm: 2.1082 2021-07-07 19:03:31,517 - mmaction - INFO - Epoch [14][1720/1879] lr: 4.654e-02, eta: 4 days, 19:47:18, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.2316, top5_acc: 0.4660, loss_cls: 3.6716, loss: 3.6716, grad_norm: 2.0853 2021-07-07 19:03:48,950 - mmaction - INFO - Epoch [14][1740/1879] lr: 4.656e-02, eta: 4 days, 19:46:44, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2203, top5_acc: 0.4777, loss_cls: 3.6251, loss: 3.6251, grad_norm: 2.1080 2021-07-07 19:04:06,338 - mmaction - INFO - Epoch [14][1760/1879] lr: 4.659e-02, eta: 4 days, 19:46:09, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.2297, top5_acc: 0.4641, loss_cls: 3.7016, loss: 3.7016, grad_norm: 2.1194 2021-07-07 19:04:23,695 - mmaction - INFO - Epoch [14][1780/1879] lr: 4.662e-02, eta: 4 days, 19:45:34, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.2406, top5_acc: 0.4805, loss_cls: 3.6116, loss: 3.6116, grad_norm: 2.0667 2021-07-07 19:04:41,173 - mmaction - INFO - Epoch [14][1800/1879] lr: 4.665e-02, eta: 4 days, 19:45:00, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2172, top5_acc: 0.4516, loss_cls: 3.6908, loss: 3.6908, grad_norm: 2.1012 2021-07-07 19:04:58,581 - mmaction - INFO - Epoch [14][1820/1879] lr: 4.668e-02, eta: 4 days, 19:44:26, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2289, top5_acc: 0.4805, loss_cls: 3.5931, loss: 3.5931, grad_norm: 2.0762 2021-07-07 19:05:15,929 - mmaction - INFO - Epoch [14][1840/1879] lr: 4.670e-02, eta: 4 days, 19:43:52, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.2262, top5_acc: 0.4566, loss_cls: 3.6885, loss: 3.6885, grad_norm: 2.1479 2021-07-07 19:05:33,434 - mmaction - INFO - Epoch [14][1860/1879] lr: 4.673e-02, eta: 4 days, 19:43:20, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.2293, top5_acc: 0.4652, loss_cls: 3.6510, loss: 3.6510, grad_norm: 2.0789 2021-07-07 19:08:22,888 - mmaction - INFO - Epoch [15][20/1879] lr: 4.674e-02, eta: 4 days, 20:13:00, time: 7.045, data_time: 6.026, memory: 6462, top1_acc: 0.2270, top5_acc: 0.4723, loss_cls: 3.6600, loss: 3.6600, grad_norm: 2.0644 2021-07-07 19:08:40,001 - mmaction - INFO - Epoch [15][40/1879] lr: 4.677e-02, eta: 4 days, 20:12:20, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.2492, top5_acc: 0.4848, loss_cls: 3.5734, loss: 3.5734, grad_norm: 2.0580 2021-07-07 19:08:57,161 - mmaction - INFO - Epoch [15][60/1879] lr: 4.679e-02, eta: 4 days, 20:11:40, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.2285, top5_acc: 0.4691, loss_cls: 3.6369, loss: 3.6369, grad_norm: 2.1266 2021-07-07 19:09:14,432 - mmaction - INFO - Epoch [15][80/1879] lr: 4.682e-02, eta: 4 days, 20:11:02, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.2297, top5_acc: 0.4855, loss_cls: 3.6274, loss: 3.6274, grad_norm: 2.0861 2021-07-07 19:09:31,842 - mmaction - INFO - Epoch [15][100/1879] lr: 4.685e-02, eta: 4 days, 20:10:26, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.2363, top5_acc: 0.4648, loss_cls: 3.6469, loss: 3.6469, grad_norm: 2.1082 2021-07-07 19:09:49,298 - mmaction - INFO - Epoch [15][120/1879] lr: 4.688e-02, eta: 4 days, 20:09:51, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2387, top5_acc: 0.4910, loss_cls: 3.5633, loss: 3.5633, grad_norm: 2.0928 2021-07-07 19:10:06,730 - mmaction - INFO - Epoch [15][140/1879] lr: 4.691e-02, eta: 4 days, 20:09:17, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2410, top5_acc: 0.4938, loss_cls: 3.5290, loss: 3.5290, grad_norm: 2.0667 2021-07-07 19:10:24,203 - mmaction - INFO - Epoch [15][160/1879] lr: 4.693e-02, eta: 4 days, 20:08:43, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.2234, top5_acc: 0.4578, loss_cls: 3.6740, loss: 3.6740, grad_norm: 2.1648 2021-07-07 19:10:41,704 - mmaction - INFO - Epoch [15][180/1879] lr: 4.696e-02, eta: 4 days, 20:08:08, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2367, top5_acc: 0.4875, loss_cls: 3.5752, loss: 3.5752, grad_norm: 2.1023 2021-07-07 19:10:59,140 - mmaction - INFO - Epoch [15][200/1879] lr: 4.699e-02, eta: 4 days, 20:07:34, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2352, top5_acc: 0.4680, loss_cls: 3.6531, loss: 3.6531, grad_norm: 2.1231 2021-07-07 19:11:16,576 - mmaction - INFO - Epoch [15][220/1879] lr: 4.702e-02, eta: 4 days, 20:06:59, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.2355, top5_acc: 0.4816, loss_cls: 3.6264, loss: 3.6264, grad_norm: 2.1004 2021-07-07 19:11:34,044 - mmaction - INFO - Epoch [15][240/1879] lr: 4.705e-02, eta: 4 days, 20:06:25, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.2395, top5_acc: 0.4676, loss_cls: 3.6559, loss: 3.6559, grad_norm: 2.0954 2021-07-07 19:11:51,611 - mmaction - INFO - Epoch [15][260/1879] lr: 4.707e-02, eta: 4 days, 20:05:52, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.2414, top5_acc: 0.4984, loss_cls: 3.5695, loss: 3.5695, grad_norm: 2.1051 2021-07-07 19:12:09,062 - mmaction - INFO - Epoch [15][280/1879] lr: 4.710e-02, eta: 4 days, 20:05:18, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2340, top5_acc: 0.4809, loss_cls: 3.6251, loss: 3.6251, grad_norm: 2.1163 2021-07-07 19:12:26,513 - mmaction - INFO - Epoch [15][300/1879] lr: 4.713e-02, eta: 4 days, 20:04:43, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.2262, top5_acc: 0.4711, loss_cls: 3.6293, loss: 3.6293, grad_norm: 2.1649 2021-07-07 19:12:44,113 - mmaction - INFO - Epoch [15][320/1879] lr: 4.716e-02, eta: 4 days, 20:04:12, time: 0.882, data_time: 0.002, memory: 6462, top1_acc: 0.2277, top5_acc: 0.4879, loss_cls: 3.5854, loss: 3.5854, grad_norm: 2.1452 2021-07-07 19:13:01,590 - mmaction - INFO - Epoch [15][340/1879] lr: 4.719e-02, eta: 4 days, 20:03:37, time: 0.871, data_time: 0.000, memory: 6462, top1_acc: 0.2387, top5_acc: 0.4840, loss_cls: 3.6095, loss: 3.6095, grad_norm: 2.1312 2021-07-07 19:13:19,156 - mmaction - INFO - Epoch [15][360/1879] lr: 4.721e-02, eta: 4 days, 20:03:05, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.2242, top5_acc: 0.4707, loss_cls: 3.6063, loss: 3.6063, grad_norm: 2.1169 2021-07-07 19:13:36,534 - mmaction - INFO - Epoch [15][380/1879] lr: 4.724e-02, eta: 4 days, 20:02:30, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2223, top5_acc: 0.4680, loss_cls: 3.6851, loss: 3.6851, grad_norm: 2.1370 2021-07-07 19:13:54,085 - mmaction - INFO - Epoch [15][400/1879] lr: 4.727e-02, eta: 4 days, 20:01:57, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.2375, top5_acc: 0.4695, loss_cls: 3.6294, loss: 3.6294, grad_norm: 2.0683 2021-07-07 19:14:11,427 - mmaction - INFO - Epoch [15][420/1879] lr: 4.730e-02, eta: 4 days, 20:01:20, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.2344, top5_acc: 0.4750, loss_cls: 3.6283, loss: 3.6283, grad_norm: 2.1361 2021-07-07 19:14:28,976 - mmaction - INFO - Epoch [15][440/1879] lr: 4.733e-02, eta: 4 days, 20:00:47, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.2297, top5_acc: 0.4527, loss_cls: 3.6949, loss: 3.6949, grad_norm: 2.1099 2021-07-07 19:14:46,390 - mmaction - INFO - Epoch [15][460/1879] lr: 4.735e-02, eta: 4 days, 20:00:13, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2336, top5_acc: 0.4816, loss_cls: 3.6334, loss: 3.6334, grad_norm: 2.1082 2021-07-07 19:15:03,932 - mmaction - INFO - Epoch [15][480/1879] lr: 4.738e-02, eta: 4 days, 19:59:40, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.2426, top5_acc: 0.4766, loss_cls: 3.5789, loss: 3.5789, grad_norm: 2.1148 2021-07-07 19:15:21,238 - mmaction - INFO - Epoch [15][500/1879] lr: 4.741e-02, eta: 4 days, 19:59:03, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.2395, top5_acc: 0.4887, loss_cls: 3.5633, loss: 3.5633, grad_norm: 2.1276 2021-07-07 19:15:38,702 - mmaction - INFO - Epoch [15][520/1879] lr: 4.744e-02, eta: 4 days, 19:58:30, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.2242, top5_acc: 0.4672, loss_cls: 3.6412, loss: 3.6412, grad_norm: 2.1342 2021-07-07 19:15:56,178 - mmaction - INFO - Epoch [15][540/1879] lr: 4.747e-02, eta: 4 days, 19:57:55, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.2258, top5_acc: 0.4668, loss_cls: 3.6547, loss: 3.6547, grad_norm: 2.0839 2021-07-07 19:16:13,723 - mmaction - INFO - Epoch [15][560/1879] lr: 4.749e-02, eta: 4 days, 19:57:23, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.2492, top5_acc: 0.4805, loss_cls: 3.5775, loss: 3.5775, grad_norm: 2.0798 2021-07-07 19:16:31,319 - mmaction - INFO - Epoch [15][580/1879] lr: 4.752e-02, eta: 4 days, 19:56:51, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.2348, top5_acc: 0.4711, loss_cls: 3.6170, loss: 3.6170, grad_norm: 2.1081 2021-07-07 19:16:48,609 - mmaction - INFO - Epoch [15][600/1879] lr: 4.755e-02, eta: 4 days, 19:56:15, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.2203, top5_acc: 0.4668, loss_cls: 3.6514, loss: 3.6514, grad_norm: 2.1646 2021-07-07 19:17:06,185 - mmaction - INFO - Epoch [15][620/1879] lr: 4.758e-02, eta: 4 days, 19:55:42, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.2414, top5_acc: 0.4770, loss_cls: 3.6026, loss: 3.6026, grad_norm: 2.1135 2021-07-07 19:17:23,498 - mmaction - INFO - Epoch [15][640/1879] lr: 4.761e-02, eta: 4 days, 19:55:06, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.2391, top5_acc: 0.4867, loss_cls: 3.5585, loss: 3.5585, grad_norm: 2.1598 2021-07-07 19:17:41,046 - mmaction - INFO - Epoch [15][660/1879] lr: 4.763e-02, eta: 4 days, 19:54:33, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.2328, top5_acc: 0.4633, loss_cls: 3.6158, loss: 3.6158, grad_norm: 2.1240 2021-07-07 19:17:58,502 - mmaction - INFO - Epoch [15][680/1879] lr: 4.766e-02, eta: 4 days, 19:54:00, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2258, top5_acc: 0.4805, loss_cls: 3.6034, loss: 3.6034, grad_norm: 2.1430 2021-07-07 19:18:16,067 - mmaction - INFO - Epoch [15][700/1879] lr: 4.769e-02, eta: 4 days, 19:53:28, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.2461, top5_acc: 0.4859, loss_cls: 3.5600, loss: 3.5600, grad_norm: 2.1478 2021-07-07 19:18:33,479 - mmaction - INFO - Epoch [15][720/1879] lr: 4.772e-02, eta: 4 days, 19:52:53, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2191, top5_acc: 0.4656, loss_cls: 3.6803, loss: 3.6803, grad_norm: 2.0985 2021-07-07 19:18:51,063 - mmaction - INFO - Epoch [15][740/1879] lr: 4.775e-02, eta: 4 days, 19:52:21, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.2316, top5_acc: 0.4582, loss_cls: 3.6421, loss: 3.6421, grad_norm: 2.1368 2021-07-07 19:19:08,564 - mmaction - INFO - Epoch [15][760/1879] lr: 4.777e-02, eta: 4 days, 19:51:48, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.2402, top5_acc: 0.4816, loss_cls: 3.6228, loss: 3.6228, grad_norm: 2.1328 2021-07-07 19:19:26,216 - mmaction - INFO - Epoch [15][780/1879] lr: 4.780e-02, eta: 4 days, 19:51:18, time: 0.885, data_time: 0.005, memory: 6462, top1_acc: 0.2379, top5_acc: 0.4910, loss_cls: 3.5592, loss: 3.5592, grad_norm: 2.0623 2021-07-07 19:19:43,635 - mmaction - INFO - Epoch [15][800/1879] lr: 4.783e-02, eta: 4 days, 19:50:43, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.2211, top5_acc: 0.4676, loss_cls: 3.6746, loss: 3.6746, grad_norm: 2.0984 2021-07-07 19:20:01,272 - mmaction - INFO - Epoch [15][820/1879] lr: 4.786e-02, eta: 4 days, 19:50:13, time: 0.883, data_time: 0.006, memory: 6462, top1_acc: 0.2465, top5_acc: 0.4777, loss_cls: 3.6389, loss: 3.6389, grad_norm: 2.1090 2021-07-07 19:20:18,883 - mmaction - INFO - Epoch [15][840/1879] lr: 4.789e-02, eta: 4 days, 19:49:42, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.2332, top5_acc: 0.4656, loss_cls: 3.6163, loss: 3.6163, grad_norm: 2.0619 2021-07-07 19:20:36,435 - mmaction - INFO - Epoch [15][860/1879] lr: 4.791e-02, eta: 4 days, 19:49:09, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.2359, top5_acc: 0.4730, loss_cls: 3.6082, loss: 3.6082, grad_norm: 2.0557 2021-07-07 19:20:53,935 - mmaction - INFO - Epoch [15][880/1879] lr: 4.794e-02, eta: 4 days, 19:48:37, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.2465, top5_acc: 0.4773, loss_cls: 3.5478, loss: 3.5478, grad_norm: 2.1683 2021-07-07 19:21:11,593 - mmaction - INFO - Epoch [15][900/1879] lr: 4.797e-02, eta: 4 days, 19:48:06, time: 0.883, data_time: 0.005, memory: 6462, top1_acc: 0.2410, top5_acc: 0.4785, loss_cls: 3.6051, loss: 3.6051, grad_norm: 2.1547 2021-07-07 19:21:29,040 - mmaction - INFO - Epoch [15][920/1879] lr: 4.800e-02, eta: 4 days, 19:47:32, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.2461, top5_acc: 0.4742, loss_cls: 3.5919, loss: 3.5919, grad_norm: 2.0897 2021-07-07 19:21:46,695 - mmaction - INFO - Epoch [15][940/1879] lr: 4.803e-02, eta: 4 days, 19:47:02, time: 0.884, data_time: 0.004, memory: 6462, top1_acc: 0.2363, top5_acc: 0.4680, loss_cls: 3.6334, loss: 3.6334, grad_norm: 2.1255 2021-07-07 19:22:04,332 - mmaction - INFO - Epoch [15][960/1879] lr: 4.805e-02, eta: 4 days, 19:46:31, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.2395, top5_acc: 0.4867, loss_cls: 3.5786, loss: 3.5786, grad_norm: 2.1140 2021-07-07 19:22:21,726 - mmaction - INFO - Epoch [15][980/1879] lr: 4.808e-02, eta: 4 days, 19:45:57, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2437, top5_acc: 0.4809, loss_cls: 3.6024, loss: 3.6024, grad_norm: 2.0776 2021-07-07 19:22:39,309 - mmaction - INFO - Epoch [15][1000/1879] lr: 4.811e-02, eta: 4 days, 19:45:25, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.2562, top5_acc: 0.4965, loss_cls: 3.4615, loss: 3.4615, grad_norm: 2.0948 2021-07-07 19:22:56,876 - mmaction - INFO - Epoch [15][1020/1879] lr: 4.814e-02, eta: 4 days, 19:44:54, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.2328, top5_acc: 0.4672, loss_cls: 3.6200, loss: 3.6200, grad_norm: 2.1509 2021-07-07 19:23:14,347 - mmaction - INFO - Epoch [15][1040/1879] lr: 4.817e-02, eta: 4 days, 19:44:21, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.2270, top5_acc: 0.4727, loss_cls: 3.6140, loss: 3.6140, grad_norm: 2.1316 2021-07-07 19:23:31,895 - mmaction - INFO - Epoch [15][1060/1879] lr: 4.819e-02, eta: 4 days, 19:43:48, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.2430, top5_acc: 0.4707, loss_cls: 3.6489, loss: 3.6489, grad_norm: 2.1754 2021-07-07 19:23:49,362 - mmaction - INFO - Epoch [15][1080/1879] lr: 4.822e-02, eta: 4 days, 19:43:15, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.2422, top5_acc: 0.4848, loss_cls: 3.5763, loss: 3.5763, grad_norm: 2.1214 2021-07-07 19:24:06,879 - mmaction - INFO - Epoch [15][1100/1879] lr: 4.825e-02, eta: 4 days, 19:42:43, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.2293, top5_acc: 0.4715, loss_cls: 3.6041, loss: 3.6041, grad_norm: 2.1391 2021-07-07 19:24:24,394 - mmaction - INFO - Epoch [15][1120/1879] lr: 4.828e-02, eta: 4 days, 19:42:10, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.2293, top5_acc: 0.4676, loss_cls: 3.6406, loss: 3.6406, grad_norm: 2.0962 2021-07-07 19:24:41,918 - mmaction - INFO - Epoch [15][1140/1879] lr: 4.831e-02, eta: 4 days, 19:41:38, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.2340, top5_acc: 0.4867, loss_cls: 3.5726, loss: 3.5726, grad_norm: 2.0581 2021-07-07 19:24:59,461 - mmaction - INFO - Epoch [15][1160/1879] lr: 4.833e-02, eta: 4 days, 19:41:06, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.2379, top5_acc: 0.4762, loss_cls: 3.5964, loss: 3.5964, grad_norm: 2.1473 2021-07-07 19:25:16,956 - mmaction - INFO - Epoch [15][1180/1879] lr: 4.836e-02, eta: 4 days, 19:40:34, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.2398, top5_acc: 0.4910, loss_cls: 3.5619, loss: 3.5619, grad_norm: 2.1391 2021-07-07 19:25:34,542 - mmaction - INFO - Epoch [15][1200/1879] lr: 4.839e-02, eta: 4 days, 19:40:02, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.2313, top5_acc: 0.4598, loss_cls: 3.6598, loss: 3.6598, grad_norm: 2.1108 2021-07-07 19:25:52,109 - mmaction - INFO - Epoch [15][1220/1879] lr: 4.842e-02, eta: 4 days, 19:39:31, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.2414, top5_acc: 0.4801, loss_cls: 3.5899, loss: 3.5899, grad_norm: 2.1395 2021-07-07 19:26:09,600 - mmaction - INFO - Epoch [15][1240/1879] lr: 4.845e-02, eta: 4 days, 19:38:57, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.2359, top5_acc: 0.4898, loss_cls: 3.5904, loss: 3.5904, grad_norm: 2.1502 2021-07-07 19:26:27,108 - mmaction - INFO - Epoch [15][1260/1879] lr: 4.847e-02, eta: 4 days, 19:38:26, time: 0.878, data_time: 0.007, memory: 6462, top1_acc: 0.2363, top5_acc: 0.4746, loss_cls: 3.6019, loss: 3.6019, grad_norm: 2.1321 2021-07-07 19:26:44,514 - mmaction - INFO - Epoch [15][1280/1879] lr: 4.850e-02, eta: 4 days, 19:37:52, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.2437, top5_acc: 0.4984, loss_cls: 3.5454, loss: 3.5454, grad_norm: 2.1393 2021-07-07 19:27:01,945 - mmaction - INFO - Epoch [15][1300/1879] lr: 4.853e-02, eta: 4 days, 19:37:18, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.2371, top5_acc: 0.4840, loss_cls: 3.5335, loss: 3.5335, grad_norm: 2.0721 2021-07-07 19:27:19,483 - mmaction - INFO - Epoch [15][1320/1879] lr: 4.856e-02, eta: 4 days, 19:36:46, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.2500, top5_acc: 0.4965, loss_cls: 3.5467, loss: 3.5467, grad_norm: 2.1417 2021-07-07 19:27:37,004 - mmaction - INFO - Epoch [15][1340/1879] lr: 4.858e-02, eta: 4 days, 19:36:14, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.2449, top5_acc: 0.4926, loss_cls: 3.5836, loss: 3.5836, grad_norm: 2.1616 2021-07-07 19:27:54,542 - mmaction - INFO - Epoch [15][1360/1879] lr: 4.861e-02, eta: 4 days, 19:35:42, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.2305, top5_acc: 0.4742, loss_cls: 3.6277, loss: 3.6277, grad_norm: 2.1035 2021-07-07 19:28:12,012 - mmaction - INFO - Epoch [15][1380/1879] lr: 4.864e-02, eta: 4 days, 19:35:09, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.2402, top5_acc: 0.4801, loss_cls: 3.5611, loss: 3.5611, grad_norm: 2.1467 2021-07-07 19:28:29,603 - mmaction - INFO - Epoch [15][1400/1879] lr: 4.867e-02, eta: 4 days, 19:34:38, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.2570, top5_acc: 0.4930, loss_cls: 3.5496, loss: 3.5496, grad_norm: 2.1006 2021-07-07 19:28:47,106 - mmaction - INFO - Epoch [15][1420/1879] lr: 4.870e-02, eta: 4 days, 19:34:05, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.2469, top5_acc: 0.4926, loss_cls: 3.5487, loss: 3.5487, grad_norm: 2.1353 2021-07-07 19:29:04,617 - mmaction - INFO - Epoch [15][1440/1879] lr: 4.872e-02, eta: 4 days, 19:33:34, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.2535, top5_acc: 0.5043, loss_cls: 3.5157, loss: 3.5157, grad_norm: 2.1358 2021-07-07 19:29:21,997 - mmaction - INFO - Epoch [15][1460/1879] lr: 4.875e-02, eta: 4 days, 19:33:00, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.2355, top5_acc: 0.4910, loss_cls: 3.5919, loss: 3.5919, grad_norm: 2.1400 2021-07-07 19:29:39,499 - mmaction - INFO - Epoch [15][1480/1879] lr: 4.878e-02, eta: 4 days, 19:32:27, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.2316, top5_acc: 0.4785, loss_cls: 3.6081, loss: 3.6081, grad_norm: 2.1390 2021-07-07 19:29:57,025 - mmaction - INFO - Epoch [15][1500/1879] lr: 4.881e-02, eta: 4 days, 19:31:55, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.2359, top5_acc: 0.4844, loss_cls: 3.6057, loss: 3.6057, grad_norm: 2.1402 2021-07-07 19:30:14,551 - mmaction - INFO - Epoch [15][1520/1879] lr: 4.884e-02, eta: 4 days, 19:31:23, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2492, top5_acc: 0.4824, loss_cls: 3.5782, loss: 3.5782, grad_norm: 2.1129 2021-07-07 19:30:32,008 - mmaction - INFO - Epoch [15][1540/1879] lr: 4.886e-02, eta: 4 days, 19:30:51, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.2344, top5_acc: 0.4805, loss_cls: 3.5967, loss: 3.5967, grad_norm: 2.1116 2021-07-07 19:30:49,522 - mmaction - INFO - Epoch [15][1560/1879] lr: 4.889e-02, eta: 4 days, 19:30:19, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2313, top5_acc: 0.4930, loss_cls: 3.5767, loss: 3.5767, grad_norm: 2.0727 2021-07-07 19:31:07,062 - mmaction - INFO - Epoch [15][1580/1879] lr: 4.892e-02, eta: 4 days, 19:29:48, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.2281, top5_acc: 0.4832, loss_cls: 3.6604, loss: 3.6604, grad_norm: 2.1221 2021-07-07 19:31:24,580 - mmaction - INFO - Epoch [15][1600/1879] lr: 4.895e-02, eta: 4 days, 19:29:15, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.2367, top5_acc: 0.4961, loss_cls: 3.5415, loss: 3.5415, grad_norm: 2.1310 2021-07-07 19:31:42,075 - mmaction - INFO - Epoch [15][1620/1879] lr: 4.898e-02, eta: 4 days, 19:28:43, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.2594, top5_acc: 0.4941, loss_cls: 3.5357, loss: 3.5357, grad_norm: 2.0982 2021-07-07 19:31:59,665 - mmaction - INFO - Epoch [15][1640/1879] lr: 4.900e-02, eta: 4 days, 19:28:12, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.2324, top5_acc: 0.4832, loss_cls: 3.5937, loss: 3.5937, grad_norm: 2.1286 2021-07-07 19:32:17,034 - mmaction - INFO - Epoch [15][1660/1879] lr: 4.903e-02, eta: 4 days, 19:27:38, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.2398, top5_acc: 0.4730, loss_cls: 3.5733, loss: 3.5733, grad_norm: 2.1197 2021-07-07 19:32:34,529 - mmaction - INFO - Epoch [15][1680/1879] lr: 4.906e-02, eta: 4 days, 19:27:05, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.2293, top5_acc: 0.4715, loss_cls: 3.6536, loss: 3.6536, grad_norm: 2.1349 2021-07-07 19:32:52,161 - mmaction - INFO - Epoch [15][1700/1879] lr: 4.909e-02, eta: 4 days, 19:26:35, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.2344, top5_acc: 0.4941, loss_cls: 3.5508, loss: 3.5508, grad_norm: 2.0906 2021-07-07 19:33:09,588 - mmaction - INFO - Epoch [15][1720/1879] lr: 4.912e-02, eta: 4 days, 19:26:03, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2473, top5_acc: 0.4844, loss_cls: 3.5646, loss: 3.5646, grad_norm: 2.1055 2021-07-07 19:33:27,096 - mmaction - INFO - Epoch [15][1740/1879] lr: 4.914e-02, eta: 4 days, 19:25:30, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.2355, top5_acc: 0.4859, loss_cls: 3.5768, loss: 3.5768, grad_norm: 2.1041 2021-07-07 19:33:44,576 - mmaction - INFO - Epoch [15][1760/1879] lr: 4.917e-02, eta: 4 days, 19:24:58, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2297, top5_acc: 0.4836, loss_cls: 3.5744, loss: 3.5744, grad_norm: 2.1355 2021-07-07 19:34:02,036 - mmaction - INFO - Epoch [15][1780/1879] lr: 4.920e-02, eta: 4 days, 19:24:25, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.2336, top5_acc: 0.4859, loss_cls: 3.5812, loss: 3.5812, grad_norm: 2.1078 2021-07-07 19:34:19,438 - mmaction - INFO - Epoch [15][1800/1879] lr: 4.923e-02, eta: 4 days, 19:23:52, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.2422, top5_acc: 0.4852, loss_cls: 3.5580, loss: 3.5580, grad_norm: 2.1531 2021-07-07 19:34:36,899 - mmaction - INFO - Epoch [15][1820/1879] lr: 4.926e-02, eta: 4 days, 19:23:20, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2465, top5_acc: 0.4813, loss_cls: 3.5916, loss: 3.5916, grad_norm: 2.1116 2021-07-07 19:34:54,351 - mmaction - INFO - Epoch [15][1840/1879] lr: 4.928e-02, eta: 4 days, 19:22:47, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2445, top5_acc: 0.4809, loss_cls: 3.6067, loss: 3.6067, grad_norm: 2.1457 2021-07-07 19:35:11,996 - mmaction - INFO - Epoch [15][1860/1879] lr: 4.931e-02, eta: 4 days, 19:22:16, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.2344, top5_acc: 0.4938, loss_cls: 3.5660, loss: 3.5660, grad_norm: 2.0994 2021-07-07 19:39:42,134 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-07 19:39:42,911 - mmaction - INFO - top1_acc 0.2783 top5_acc 0.5445 2021-07-07 19:39:42,911 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-07 19:39:42,975 - mmaction - INFO - mean_acc 0.2782 2021-07-07 19:39:45,053 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_15.pth. 2021-07-07 19:39:45,053 - mmaction - INFO - Best top1_acc is 0.2783 at 15 epoch. 2021-07-07 19:39:45,059 - mmaction - INFO - Epoch(val) [15][155] top1_acc: 0.2783, top5_acc: 0.5445, mean_class_accuracy: 0.2782 2021-07-07 19:42:09,544 - mmaction - INFO - Epoch [16][20/1879] lr: 4.931e-02, eta: 4 days, 19:50:45, time: 7.223, data_time: 6.278, memory: 6462, top1_acc: 0.2527, top5_acc: 0.5082, loss_cls: 3.5185, loss: 3.5185, grad_norm: 2.1375 2021-07-07 19:42:26,646 - mmaction - INFO - Epoch [16][40/1879] lr: 4.934e-02, eta: 4 days, 19:50:05, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.2621, top5_acc: 0.5070, loss_cls: 3.4284, loss: 3.4284, grad_norm: 2.1218 2021-07-07 19:42:43,924 - mmaction - INFO - Epoch [16][60/1879] lr: 4.937e-02, eta: 4 days, 19:49:28, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.2590, top5_acc: 0.5012, loss_cls: 3.4606, loss: 3.4606, grad_norm: 2.1150 2021-07-07 19:43:00,986 - mmaction - INFO - Epoch [16][80/1879] lr: 4.940e-02, eta: 4 days, 19:48:48, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.2609, top5_acc: 0.5074, loss_cls: 3.4789, loss: 3.4789, grad_norm: 2.1194 2021-07-07 19:43:18,384 - mmaction - INFO - Epoch [16][100/1879] lr: 4.942e-02, eta: 4 days, 19:48:14, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2324, top5_acc: 0.4781, loss_cls: 3.5438, loss: 3.5438, grad_norm: 2.1580 2021-07-07 19:43:35,969 - mmaction - INFO - Epoch [16][120/1879] lr: 4.945e-02, eta: 4 days, 19:47:42, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.2508, top5_acc: 0.4918, loss_cls: 3.5478, loss: 3.5478, grad_norm: 2.1257 2021-07-07 19:43:53,156 - mmaction - INFO - Epoch [16][140/1879] lr: 4.948e-02, eta: 4 days, 19:47:04, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.2418, top5_acc: 0.4859, loss_cls: 3.5687, loss: 3.5687, grad_norm: 2.1388 2021-07-07 19:44:10,821 - mmaction - INFO - Epoch [16][160/1879] lr: 4.951e-02, eta: 4 days, 19:46:33, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.2578, top5_acc: 0.4977, loss_cls: 3.4824, loss: 3.4824, grad_norm: 2.0483 2021-07-07 19:44:28,271 - mmaction - INFO - Epoch [16][180/1879] lr: 4.954e-02, eta: 4 days, 19:46:00, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.2629, top5_acc: 0.5230, loss_cls: 3.3821, loss: 3.3821, grad_norm: 2.1544 2021-07-07 19:44:45,667 - mmaction - INFO - Epoch [16][200/1879] lr: 4.956e-02, eta: 4 days, 19:45:25, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2441, top5_acc: 0.4961, loss_cls: 3.5650, loss: 3.5650, grad_norm: 2.1584 2021-07-07 19:45:03,179 - mmaction - INFO - Epoch [16][220/1879] lr: 4.959e-02, eta: 4 days, 19:44:52, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.2320, top5_acc: 0.4895, loss_cls: 3.5353, loss: 3.5353, grad_norm: 2.1717 2021-07-07 19:45:20,511 - mmaction - INFO - Epoch [16][240/1879] lr: 4.962e-02, eta: 4 days, 19:44:17, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2504, top5_acc: 0.4777, loss_cls: 3.5471, loss: 3.5471, grad_norm: 2.2040 2021-07-07 19:45:38,033 - mmaction - INFO - Epoch [16][260/1879] lr: 4.965e-02, eta: 4 days, 19:43:45, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.2453, top5_acc: 0.4984, loss_cls: 3.4571, loss: 3.4571, grad_norm: 2.1318 2021-07-07 19:45:55,555 - mmaction - INFO - Epoch [16][280/1879] lr: 4.968e-02, eta: 4 days, 19:43:11, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.2434, top5_acc: 0.4992, loss_cls: 3.5272, loss: 3.5272, grad_norm: 2.2015 2021-07-07 19:46:13,097 - mmaction - INFO - Epoch [16][300/1879] lr: 4.970e-02, eta: 4 days, 19:42:39, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.2555, top5_acc: 0.4969, loss_cls: 3.5214, loss: 3.5214, grad_norm: 2.1381 2021-07-07 19:46:30,580 - mmaction - INFO - Epoch [16][320/1879] lr: 4.973e-02, eta: 4 days, 19:42:06, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.2484, top5_acc: 0.4777, loss_cls: 3.5652, loss: 3.5652, grad_norm: 2.1517 2021-07-07 19:46:48,078 - mmaction - INFO - Epoch [16][340/1879] lr: 4.976e-02, eta: 4 days, 19:41:33, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.2465, top5_acc: 0.4938, loss_cls: 3.5010, loss: 3.5010, grad_norm: 2.1249 2021-07-07 19:47:05,692 - mmaction - INFO - Epoch [16][360/1879] lr: 4.979e-02, eta: 4 days, 19:41:02, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.2500, top5_acc: 0.4969, loss_cls: 3.5381, loss: 3.5381, grad_norm: 2.1860 2021-07-07 19:47:23,229 - mmaction - INFO - Epoch [16][380/1879] lr: 4.982e-02, eta: 4 days, 19:40:30, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.2566, top5_acc: 0.4828, loss_cls: 3.5591, loss: 3.5591, grad_norm: 2.1226 2021-07-07 19:47:40,643 - mmaction - INFO - Epoch [16][400/1879] lr: 4.984e-02, eta: 4 days, 19:39:56, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.2391, top5_acc: 0.4895, loss_cls: 3.5604, loss: 3.5604, grad_norm: 2.1604 2021-07-07 19:47:58,095 - mmaction - INFO - Epoch [16][420/1879] lr: 4.987e-02, eta: 4 days, 19:39:23, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.2262, top5_acc: 0.4891, loss_cls: 3.5521, loss: 3.5521, grad_norm: 2.1714 2021-07-07 19:48:15,610 - mmaction - INFO - Epoch [16][440/1879] lr: 4.990e-02, eta: 4 days, 19:38:50, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.2539, top5_acc: 0.4852, loss_cls: 3.5264, loss: 3.5264, grad_norm: 2.1224 2021-07-07 19:48:33,085 - mmaction - INFO - Epoch [16][460/1879] lr: 4.993e-02, eta: 4 days, 19:38:17, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2641, top5_acc: 0.5141, loss_cls: 3.4225, loss: 3.4225, grad_norm: 2.0972 2021-07-07 19:48:50,574 - mmaction - INFO - Epoch [16][480/1879] lr: 4.996e-02, eta: 4 days, 19:37:43, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.2617, top5_acc: 0.5027, loss_cls: 3.4760, loss: 3.4760, grad_norm: 2.1627 2021-07-07 19:49:08,077 - mmaction - INFO - Epoch [16][500/1879] lr: 4.998e-02, eta: 4 days, 19:37:11, time: 0.877, data_time: 0.008, memory: 6462, top1_acc: 0.2508, top5_acc: 0.4840, loss_cls: 3.5579, loss: 3.5579, grad_norm: 2.1632 2021-07-07 19:49:25,510 - mmaction - INFO - Epoch [16][520/1879] lr: 5.001e-02, eta: 4 days, 19:36:38, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.2574, top5_acc: 0.4934, loss_cls: 3.5022, loss: 3.5022, grad_norm: 2.0929 2021-07-07 19:49:42,987 - mmaction - INFO - Epoch [16][540/1879] lr: 5.004e-02, eta: 4 days, 19:36:05, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2426, top5_acc: 0.4820, loss_cls: 3.5793, loss: 3.5793, grad_norm: 2.1784 2021-07-07 19:50:00,368 - mmaction - INFO - Epoch [16][560/1879] lr: 5.007e-02, eta: 4 days, 19:35:30, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.2523, top5_acc: 0.4859, loss_cls: 3.5317, loss: 3.5317, grad_norm: 2.0904 2021-07-07 19:50:17,899 - mmaction - INFO - Epoch [16][580/1879] lr: 5.009e-02, eta: 4 days, 19:34:59, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.2348, top5_acc: 0.4801, loss_cls: 3.5785, loss: 3.5785, grad_norm: 2.1503 2021-07-07 19:50:35,454 - mmaction - INFO - Epoch [16][600/1879] lr: 5.012e-02, eta: 4 days, 19:34:27, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.2500, top5_acc: 0.5004, loss_cls: 3.5419, loss: 3.5419, grad_norm: 2.1516 2021-07-07 19:50:52,931 - mmaction - INFO - Epoch [16][620/1879] lr: 5.015e-02, eta: 4 days, 19:33:53, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.2656, top5_acc: 0.4980, loss_cls: 3.4905, loss: 3.4905, grad_norm: 2.1041 2021-07-07 19:51:10,364 - mmaction - INFO - Epoch [16][640/1879] lr: 5.018e-02, eta: 4 days, 19:33:20, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.2426, top5_acc: 0.4914, loss_cls: 3.5126, loss: 3.5126, grad_norm: 2.1597 2021-07-07 19:51:27,763 - mmaction - INFO - Epoch [16][660/1879] lr: 5.021e-02, eta: 4 days, 19:32:46, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.2477, top5_acc: 0.5023, loss_cls: 3.4966, loss: 3.4966, grad_norm: 2.1599 2021-07-07 19:51:45,221 - mmaction - INFO - Epoch [16][680/1879] lr: 5.023e-02, eta: 4 days, 19:32:13, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2539, top5_acc: 0.4934, loss_cls: 3.5607, loss: 3.5607, grad_norm: 2.1222 2021-07-07 19:52:02,636 - mmaction - INFO - Epoch [16][700/1879] lr: 5.026e-02, eta: 4 days, 19:31:40, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.2625, top5_acc: 0.5012, loss_cls: 3.4715, loss: 3.4715, grad_norm: 2.1013 2021-07-07 19:52:20,225 - mmaction - INFO - Epoch [16][720/1879] lr: 5.029e-02, eta: 4 days, 19:31:08, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.2328, top5_acc: 0.4785, loss_cls: 3.5866, loss: 3.5866, grad_norm: 2.1731 2021-07-07 19:52:37,621 - mmaction - INFO - Epoch [16][740/1879] lr: 5.032e-02, eta: 4 days, 19:30:34, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2480, top5_acc: 0.4957, loss_cls: 3.5570, loss: 3.5570, grad_norm: 2.1366 2021-07-07 19:52:55,077 - mmaction - INFO - Epoch [16][760/1879] lr: 5.035e-02, eta: 4 days, 19:30:00, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.2434, top5_acc: 0.4922, loss_cls: 3.5258, loss: 3.5258, grad_norm: 2.1270 2021-07-07 19:53:12,538 - mmaction - INFO - Epoch [16][780/1879] lr: 5.037e-02, eta: 4 days, 19:29:29, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.2473, top5_acc: 0.4879, loss_cls: 3.5343, loss: 3.5343, grad_norm: 2.1684 2021-07-07 19:53:29,920 - mmaction - INFO - Epoch [16][800/1879] lr: 5.040e-02, eta: 4 days, 19:28:53, time: 0.866, data_time: 0.000, memory: 6462, top1_acc: 0.2379, top5_acc: 0.4863, loss_cls: 3.5485, loss: 3.5485, grad_norm: 2.1518 2021-07-07 19:53:47,404 - mmaction - INFO - Epoch [16][820/1879] lr: 5.043e-02, eta: 4 days, 19:28:21, time: 0.876, data_time: 0.008, memory: 6462, top1_acc: 0.2387, top5_acc: 0.4918, loss_cls: 3.5366, loss: 3.5366, grad_norm: 2.0929 2021-07-07 19:54:04,835 - mmaction - INFO - Epoch [16][840/1879] lr: 5.046e-02, eta: 4 days, 19:27:48, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.2520, top5_acc: 0.5004, loss_cls: 3.5025, loss: 3.5025, grad_norm: 2.1637 2021-07-07 19:54:22,260 - mmaction - INFO - Epoch [16][860/1879] lr: 5.049e-02, eta: 4 days, 19:27:15, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2566, top5_acc: 0.4996, loss_cls: 3.5165, loss: 3.5165, grad_norm: 2.1421 2021-07-07 19:54:39,661 - mmaction - INFO - Epoch [16][880/1879] lr: 5.051e-02, eta: 4 days, 19:26:40, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.2527, top5_acc: 0.4961, loss_cls: 3.4693, loss: 3.4693, grad_norm: 2.1500 2021-07-07 19:54:57,105 - mmaction - INFO - Epoch [16][900/1879] lr: 5.054e-02, eta: 4 days, 19:26:07, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.2492, top5_acc: 0.4934, loss_cls: 3.5170, loss: 3.5170, grad_norm: 2.1709 2021-07-07 19:55:14,596 - mmaction - INFO - Epoch [16][920/1879] lr: 5.057e-02, eta: 4 days, 19:25:34, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.2527, top5_acc: 0.5082, loss_cls: 3.4859, loss: 3.4859, grad_norm: 2.1292 2021-07-07 19:55:32,151 - mmaction - INFO - Epoch [16][940/1879] lr: 5.060e-02, eta: 4 days, 19:25:03, time: 0.879, data_time: 0.007, memory: 6462, top1_acc: 0.2605, top5_acc: 0.5086, loss_cls: 3.4734, loss: 3.4734, grad_norm: 2.1736 2021-07-07 19:55:49,656 - mmaction - INFO - Epoch [16][960/1879] lr: 5.063e-02, eta: 4 days, 19:24:32, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.2492, top5_acc: 0.5070, loss_cls: 3.5025, loss: 3.5025, grad_norm: 2.1652 2021-07-07 19:56:07,161 - mmaction - INFO - Epoch [16][980/1879] lr: 5.065e-02, eta: 4 days, 19:24:00, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2629, top5_acc: 0.5055, loss_cls: 3.4748, loss: 3.4748, grad_norm: 2.1205 2021-07-07 19:56:24,699 - mmaction - INFO - Epoch [16][1000/1879] lr: 5.068e-02, eta: 4 days, 19:23:28, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.2332, top5_acc: 0.4836, loss_cls: 3.5806, loss: 3.5806, grad_norm: 2.1698 2021-07-07 19:56:42,334 - mmaction - INFO - Epoch [16][1020/1879] lr: 5.071e-02, eta: 4 days, 19:22:58, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.2570, top5_acc: 0.4957, loss_cls: 3.5227, loss: 3.5227, grad_norm: 2.1318 2021-07-07 19:56:59,724 - mmaction - INFO - Epoch [16][1040/1879] lr: 5.074e-02, eta: 4 days, 19:22:24, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.2441, top5_acc: 0.4930, loss_cls: 3.5684, loss: 3.5684, grad_norm: 2.1162 2021-07-07 19:57:17,258 - mmaction - INFO - Epoch [16][1060/1879] lr: 5.077e-02, eta: 4 days, 19:21:52, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.2551, top5_acc: 0.5023, loss_cls: 3.5251, loss: 3.5251, grad_norm: 2.1715 2021-07-07 19:57:34,720 - mmaction - INFO - Epoch [16][1080/1879] lr: 5.079e-02, eta: 4 days, 19:21:20, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.2348, top5_acc: 0.4840, loss_cls: 3.5822, loss: 3.5822, grad_norm: 2.1790 2021-07-07 19:57:52,293 - mmaction - INFO - Epoch [16][1100/1879] lr: 5.082e-02, eta: 4 days, 19:20:49, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.2594, top5_acc: 0.4973, loss_cls: 3.5233, loss: 3.5233, grad_norm: 2.1433 2021-07-07 19:58:09,874 - mmaction - INFO - Epoch [16][1120/1879] lr: 5.085e-02, eta: 4 days, 19:20:19, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.2395, top5_acc: 0.4844, loss_cls: 3.5485, loss: 3.5485, grad_norm: 2.1320 2021-07-07 19:58:27,314 - mmaction - INFO - Epoch [16][1140/1879] lr: 5.088e-02, eta: 4 days, 19:19:45, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.2414, top5_acc: 0.4891, loss_cls: 3.5799, loss: 3.5799, grad_norm: 2.1110 2021-07-07 19:58:44,810 - mmaction - INFO - Epoch [16][1160/1879] lr: 5.090e-02, eta: 4 days, 19:19:13, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.2625, top5_acc: 0.5047, loss_cls: 3.4708, loss: 3.4708, grad_norm: 2.1192 2021-07-07 19:59:02,429 - mmaction - INFO - Epoch [16][1180/1879] lr: 5.093e-02, eta: 4 days, 19:18:43, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.2457, top5_acc: 0.4867, loss_cls: 3.5549, loss: 3.5549, grad_norm: 2.1196 2021-07-07 19:59:19,871 - mmaction - INFO - Epoch [16][1200/1879] lr: 5.096e-02, eta: 4 days, 19:18:10, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.2453, top5_acc: 0.4973, loss_cls: 3.5072, loss: 3.5072, grad_norm: 2.0772 2021-07-07 19:59:37,345 - mmaction - INFO - Epoch [16][1220/1879] lr: 5.099e-02, eta: 4 days, 19:17:38, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.2656, top5_acc: 0.5059, loss_cls: 3.4433, loss: 3.4433, grad_norm: 2.1487 2021-07-07 19:59:54,733 - mmaction - INFO - Epoch [16][1240/1879] lr: 5.102e-02, eta: 4 days, 19:17:05, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.2648, top5_acc: 0.5043, loss_cls: 3.4704, loss: 3.4704, grad_norm: 2.0662 2021-07-07 20:00:12,188 - mmaction - INFO - Epoch [16][1260/1879] lr: 5.104e-02, eta: 4 days, 19:16:32, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.2629, top5_acc: 0.5082, loss_cls: 3.4563, loss: 3.4563, grad_norm: 2.1263 2021-07-07 20:00:29,740 - mmaction - INFO - Epoch [16][1280/1879] lr: 5.107e-02, eta: 4 days, 19:16:01, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.2672, top5_acc: 0.5203, loss_cls: 3.4480, loss: 3.4480, grad_norm: 2.1304 2021-07-07 20:00:47,200 - mmaction - INFO - Epoch [16][1300/1879] lr: 5.110e-02, eta: 4 days, 19:15:28, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.2488, top5_acc: 0.5078, loss_cls: 3.4959, loss: 3.4959, grad_norm: 2.1622 2021-07-07 20:01:04,700 - mmaction - INFO - Epoch [16][1320/1879] lr: 5.113e-02, eta: 4 days, 19:14:56, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2582, top5_acc: 0.4980, loss_cls: 3.4953, loss: 3.4953, grad_norm: 2.1396 2021-07-07 20:01:22,122 - mmaction - INFO - Epoch [16][1340/1879] lr: 5.116e-02, eta: 4 days, 19:14:23, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.2609, top5_acc: 0.5074, loss_cls: 3.4783, loss: 3.4783, grad_norm: 2.1039 2021-07-07 20:01:39,610 - mmaction - INFO - Epoch [16][1360/1879] lr: 5.118e-02, eta: 4 days, 19:13:51, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2488, top5_acc: 0.4922, loss_cls: 3.4861, loss: 3.4861, grad_norm: 2.1246 2021-07-07 20:01:57,218 - mmaction - INFO - Epoch [16][1380/1879] lr: 5.121e-02, eta: 4 days, 19:13:21, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.2539, top5_acc: 0.4902, loss_cls: 3.5256, loss: 3.5256, grad_norm: 2.1478 2021-07-07 20:02:14,760 - mmaction - INFO - Epoch [16][1400/1879] lr: 5.124e-02, eta: 4 days, 19:12:50, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.2449, top5_acc: 0.4844, loss_cls: 3.5432, loss: 3.5432, grad_norm: 2.1691 2021-07-07 20:02:32,257 - mmaction - INFO - Epoch [16][1420/1879] lr: 5.127e-02, eta: 4 days, 19:12:19, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.2492, top5_acc: 0.4844, loss_cls: 3.5532, loss: 3.5532, grad_norm: 2.1331 2021-07-07 20:02:49,792 - mmaction - INFO - Epoch [16][1440/1879] lr: 5.130e-02, eta: 4 days, 19:11:48, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.2449, top5_acc: 0.4930, loss_cls: 3.5387, loss: 3.5387, grad_norm: 2.1329 2021-07-07 20:03:07,151 - mmaction - INFO - Epoch [16][1460/1879] lr: 5.132e-02, eta: 4 days, 19:11:14, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.2574, top5_acc: 0.4941, loss_cls: 3.5238, loss: 3.5238, grad_norm: 2.1046 2021-07-07 20:03:24,776 - mmaction - INFO - Epoch [16][1480/1879] lr: 5.135e-02, eta: 4 days, 19:10:43, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.2613, top5_acc: 0.5012, loss_cls: 3.4946, loss: 3.4946, grad_norm: 2.1255 2021-07-07 20:03:42,135 - mmaction - INFO - Epoch [16][1500/1879] lr: 5.138e-02, eta: 4 days, 19:10:10, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.2434, top5_acc: 0.4973, loss_cls: 3.5013, loss: 3.5013, grad_norm: 2.1129 2021-07-07 20:03:59,591 - mmaction - INFO - Epoch [16][1520/1879] lr: 5.141e-02, eta: 4 days, 19:09:37, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2641, top5_acc: 0.5133, loss_cls: 3.4505, loss: 3.4505, grad_norm: 2.1318 2021-07-07 20:04:17,146 - mmaction - INFO - Epoch [16][1540/1879] lr: 5.144e-02, eta: 4 days, 19:09:06, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.2480, top5_acc: 0.5109, loss_cls: 3.4498, loss: 3.4498, grad_norm: 2.1459 2021-07-07 20:04:34,650 - mmaction - INFO - Epoch [16][1560/1879] lr: 5.146e-02, eta: 4 days, 19:08:36, time: 0.878, data_time: 0.007, memory: 6462, top1_acc: 0.2539, top5_acc: 0.5023, loss_cls: 3.4639, loss: 3.4639, grad_norm: 2.1515 2021-07-07 20:04:51,946 - mmaction - INFO - Epoch [16][1580/1879] lr: 5.149e-02, eta: 4 days, 19:08:01, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.2660, top5_acc: 0.4996, loss_cls: 3.4795, loss: 3.4795, grad_norm: 2.1627 2021-07-07 20:05:09,479 - mmaction - INFO - Epoch [16][1600/1879] lr: 5.152e-02, eta: 4 days, 19:07:30, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2551, top5_acc: 0.4992, loss_cls: 3.4992, loss: 3.4992, grad_norm: 2.1197 2021-07-07 20:05:27,055 - mmaction - INFO - Epoch [16][1620/1879] lr: 5.155e-02, eta: 4 days, 19:07:00, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.2586, top5_acc: 0.5094, loss_cls: 3.4689, loss: 3.4689, grad_norm: 2.0912 2021-07-07 20:05:44,622 - mmaction - INFO - Epoch [16][1640/1879] lr: 5.158e-02, eta: 4 days, 19:06:29, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.2605, top5_acc: 0.5082, loss_cls: 3.4810, loss: 3.4810, grad_norm: 2.1169 2021-07-07 20:06:02,167 - mmaction - INFO - Epoch [16][1660/1879] lr: 5.160e-02, eta: 4 days, 19:05:58, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.2594, top5_acc: 0.5098, loss_cls: 3.4378, loss: 3.4378, grad_norm: 2.1486 2021-07-07 20:06:19,694 - mmaction - INFO - Epoch [16][1680/1879] lr: 5.163e-02, eta: 4 days, 19:05:27, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.2547, top5_acc: 0.5133, loss_cls: 3.4635, loss: 3.4635, grad_norm: 2.1772 2021-07-07 20:06:37,146 - mmaction - INFO - Epoch [16][1700/1879] lr: 5.166e-02, eta: 4 days, 19:04:55, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.2680, top5_acc: 0.5125, loss_cls: 3.4330, loss: 3.4330, grad_norm: 2.1185 2021-07-07 20:06:54,749 - mmaction - INFO - Epoch [16][1720/1879] lr: 5.169e-02, eta: 4 days, 19:04:25, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.2488, top5_acc: 0.4883, loss_cls: 3.5068, loss: 3.5068, grad_norm: 2.1492 2021-07-07 20:07:12,210 - mmaction - INFO - Epoch [16][1740/1879] lr: 5.172e-02, eta: 4 days, 19:03:53, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.2590, top5_acc: 0.5074, loss_cls: 3.4535, loss: 3.4535, grad_norm: 2.1676 2021-07-07 20:07:29,780 - mmaction - INFO - Epoch [16][1760/1879] lr: 5.174e-02, eta: 4 days, 19:03:22, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.2664, top5_acc: 0.5012, loss_cls: 3.5023, loss: 3.5023, grad_norm: 2.1348 2021-07-07 20:07:47,174 - mmaction - INFO - Epoch [16][1780/1879] lr: 5.177e-02, eta: 4 days, 19:02:49, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2687, top5_acc: 0.5090, loss_cls: 3.4452, loss: 3.4452, grad_norm: 2.1328 2021-07-07 20:08:04,746 - mmaction - INFO - Epoch [16][1800/1879] lr: 5.180e-02, eta: 4 days, 19:02:19, time: 0.878, data_time: 0.007, memory: 6462, top1_acc: 0.2539, top5_acc: 0.5027, loss_cls: 3.4939, loss: 3.4939, grad_norm: 2.1652 2021-07-07 20:08:22,242 - mmaction - INFO - Epoch [16][1820/1879] lr: 5.183e-02, eta: 4 days, 19:01:48, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.2453, top5_acc: 0.4840, loss_cls: 3.5673, loss: 3.5673, grad_norm: 2.1429 2021-07-07 20:08:39,752 - mmaction - INFO - Epoch [16][1840/1879] lr: 5.185e-02, eta: 4 days, 19:01:16, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.2520, top5_acc: 0.4996, loss_cls: 3.4966, loss: 3.4966, grad_norm: 2.1485 2021-07-07 20:08:57,152 - mmaction - INFO - Epoch [16][1860/1879] lr: 5.188e-02, eta: 4 days, 19:00:43, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2508, top5_acc: 0.5211, loss_cls: 3.4771, loss: 3.4771, grad_norm: 2.1509 2021-07-07 20:09:24,872 - mmaction - INFO - Saving checkpoint at 16 epochs 2021-07-07 20:11:52,443 - mmaction - INFO - Epoch [17][20/1879] lr: 5.188e-02, eta: 4 days, 19:27:39, time: 7.298, data_time: 6.345, memory: 6462, top1_acc: 0.2457, top5_acc: 0.5016, loss_cls: 3.5103, loss: 3.5103, grad_norm: 2.2062 2021-07-07 20:12:09,456 - mmaction - INFO - Epoch [17][40/1879] lr: 5.190e-02, eta: 4 days, 19:26:59, time: 0.851, data_time: 0.007, memory: 6462, top1_acc: 0.2625, top5_acc: 0.5098, loss_cls: 3.4438, loss: 3.4438, grad_norm: 2.1313 2021-07-07 20:12:26,592 - mmaction - INFO - Epoch [17][60/1879] lr: 5.193e-02, eta: 4 days, 19:26:21, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.2594, top5_acc: 0.4898, loss_cls: 3.5258, loss: 3.5258, grad_norm: 2.1439 2021-07-07 20:12:43,966 - mmaction - INFO - Epoch [17][80/1879] lr: 5.196e-02, eta: 4 days, 19:25:47, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.2594, top5_acc: 0.5047, loss_cls: 3.4917, loss: 3.4917, grad_norm: 2.0799 2021-07-07 20:13:01,411 - mmaction - INFO - Epoch [17][100/1879] lr: 5.199e-02, eta: 4 days, 19:25:14, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2719, top5_acc: 0.5176, loss_cls: 3.3828, loss: 3.3828, grad_norm: 2.1430 2021-07-07 20:13:18,859 - mmaction - INFO - Epoch [17][120/1879] lr: 5.202e-02, eta: 4 days, 19:24:41, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2574, top5_acc: 0.5133, loss_cls: 3.4263, loss: 3.4263, grad_norm: 2.1621 2021-07-07 20:13:36,256 - mmaction - INFO - Epoch [17][140/1879] lr: 5.204e-02, eta: 4 days, 19:24:07, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.2582, top5_acc: 0.5055, loss_cls: 3.4702, loss: 3.4702, grad_norm: 2.1140 2021-07-07 20:13:53,769 - mmaction - INFO - Epoch [17][160/1879] lr: 5.207e-02, eta: 4 days, 19:23:34, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2500, top5_acc: 0.5121, loss_cls: 3.4646, loss: 3.4646, grad_norm: 2.1356 2021-07-07 20:14:11,212 - mmaction - INFO - Epoch [17][180/1879] lr: 5.210e-02, eta: 4 days, 19:23:01, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2668, top5_acc: 0.5016, loss_cls: 3.4724, loss: 3.4724, grad_norm: 2.1779 2021-07-07 20:14:28,727 - mmaction - INFO - Epoch [17][200/1879] lr: 5.213e-02, eta: 4 days, 19:22:29, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.2566, top5_acc: 0.5102, loss_cls: 3.4307, loss: 3.4307, grad_norm: 2.1847 2021-07-07 20:14:46,179 - mmaction - INFO - Epoch [17][220/1879] lr: 5.216e-02, eta: 4 days, 19:21:56, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.2613, top5_acc: 0.4969, loss_cls: 3.4732, loss: 3.4732, grad_norm: 2.1144 2021-07-07 20:15:03,788 - mmaction - INFO - Epoch [17][240/1879] lr: 5.218e-02, eta: 4 days, 19:21:26, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.2676, top5_acc: 0.5215, loss_cls: 3.4323, loss: 3.4323, grad_norm: 2.1703 2021-07-07 20:15:21,200 - mmaction - INFO - Epoch [17][260/1879] lr: 5.221e-02, eta: 4 days, 19:20:52, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.2562, top5_acc: 0.4973, loss_cls: 3.5123, loss: 3.5123, grad_norm: 2.1997 2021-07-07 20:15:38,704 - mmaction - INFO - Epoch [17][280/1879] lr: 5.224e-02, eta: 4 days, 19:20:20, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2504, top5_acc: 0.5086, loss_cls: 3.4699, loss: 3.4699, grad_norm: 2.1611 2021-07-07 20:15:56,116 - mmaction - INFO - Epoch [17][300/1879] lr: 5.227e-02, eta: 4 days, 19:19:47, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2633, top5_acc: 0.5125, loss_cls: 3.4466, loss: 3.4466, grad_norm: 2.1268 2021-07-07 20:16:13,808 - mmaction - INFO - Epoch [17][320/1879] lr: 5.230e-02, eta: 4 days, 19:19:18, time: 0.886, data_time: 0.005, memory: 6462, top1_acc: 0.2480, top5_acc: 0.5094, loss_cls: 3.4993, loss: 3.4993, grad_norm: 2.1735 2021-07-07 20:16:31,196 - mmaction - INFO - Epoch [17][340/1879] lr: 5.232e-02, eta: 4 days, 19:18:44, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.2543, top5_acc: 0.5055, loss_cls: 3.4923, loss: 3.4923, grad_norm: 2.1311 2021-07-07 20:16:48,626 - mmaction - INFO - Epoch [17][360/1879] lr: 5.235e-02, eta: 4 days, 19:18:10, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.2637, top5_acc: 0.5121, loss_cls: 3.4217, loss: 3.4217, grad_norm: 2.1241 2021-07-07 20:17:06,143 - mmaction - INFO - Epoch [17][380/1879] lr: 5.238e-02, eta: 4 days, 19:17:39, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.2781, top5_acc: 0.5344, loss_cls: 3.3009, loss: 3.3009, grad_norm: 2.1647 2021-07-07 20:17:23,687 - mmaction - INFO - Epoch [17][400/1879] lr: 5.241e-02, eta: 4 days, 19:17:07, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2535, top5_acc: 0.5090, loss_cls: 3.4481, loss: 3.4481, grad_norm: 2.1904 2021-07-07 20:17:41,175 - mmaction - INFO - Epoch [17][420/1879] lr: 5.243e-02, eta: 4 days, 19:16:35, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2809, top5_acc: 0.5293, loss_cls: 3.2837, loss: 3.2837, grad_norm: 2.1376 2021-07-07 20:17:58,669 - mmaction - INFO - Epoch [17][440/1879] lr: 5.246e-02, eta: 4 days, 19:16:03, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2727, top5_acc: 0.5348, loss_cls: 3.3522, loss: 3.3522, grad_norm: 2.1967 2021-07-07 20:18:16,068 - mmaction - INFO - Epoch [17][460/1879] lr: 5.249e-02, eta: 4 days, 19:15:30, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2477, top5_acc: 0.4973, loss_cls: 3.5191, loss: 3.5191, grad_norm: 2.1763 2021-07-07 20:18:33,663 - mmaction - INFO - Epoch [17][480/1879] lr: 5.252e-02, eta: 4 days, 19:14:58, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.2633, top5_acc: 0.4980, loss_cls: 3.4397, loss: 3.4397, grad_norm: 2.1368 2021-07-07 20:18:51,055 - mmaction - INFO - Epoch [17][500/1879] lr: 5.255e-02, eta: 4 days, 19:14:25, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2750, top5_acc: 0.5020, loss_cls: 3.4390, loss: 3.4390, grad_norm: 2.1132 2021-07-07 20:19:08,575 - mmaction - INFO - Epoch [17][520/1879] lr: 5.257e-02, eta: 4 days, 19:13:53, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2512, top5_acc: 0.4957, loss_cls: 3.5041, loss: 3.5041, grad_norm: 2.1765 2021-07-07 20:19:26,032 - mmaction - INFO - Epoch [17][540/1879] lr: 5.260e-02, eta: 4 days, 19:13:20, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2582, top5_acc: 0.5129, loss_cls: 3.4547, loss: 3.4547, grad_norm: 2.1606 2021-07-07 20:19:43,488 - mmaction - INFO - Epoch [17][560/1879] lr: 5.263e-02, eta: 4 days, 19:12:48, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.2629, top5_acc: 0.4992, loss_cls: 3.4636, loss: 3.4636, grad_norm: 2.1242 2021-07-07 20:20:00,985 - mmaction - INFO - Epoch [17][580/1879] lr: 5.266e-02, eta: 4 days, 19:12:16, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.2605, top5_acc: 0.5180, loss_cls: 3.4238, loss: 3.4238, grad_norm: 2.1403 2021-07-07 20:20:18,404 - mmaction - INFO - Epoch [17][600/1879] lr: 5.269e-02, eta: 4 days, 19:11:43, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.2629, top5_acc: 0.5109, loss_cls: 3.4422, loss: 3.4422, grad_norm: 2.2093 2021-07-07 20:20:35,995 - mmaction - INFO - Epoch [17][620/1879] lr: 5.271e-02, eta: 4 days, 19:11:13, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.2562, top5_acc: 0.4996, loss_cls: 3.5440, loss: 3.5440, grad_norm: 2.1706 2021-07-07 20:20:53,465 - mmaction - INFO - Epoch [17][640/1879] lr: 5.274e-02, eta: 4 days, 19:10:40, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.2746, top5_acc: 0.5219, loss_cls: 3.3724, loss: 3.3724, grad_norm: 2.1194 2021-07-07 20:21:11,043 - mmaction - INFO - Epoch [17][660/1879] lr: 5.277e-02, eta: 4 days, 19:10:09, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.2605, top5_acc: 0.5094, loss_cls: 3.4264, loss: 3.4264, grad_norm: 2.1650 2021-07-07 20:21:28,460 - mmaction - INFO - Epoch [17][680/1879] lr: 5.280e-02, eta: 4 days, 19:09:37, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.2516, top5_acc: 0.5035, loss_cls: 3.4433, loss: 3.4433, grad_norm: 2.1448 2021-07-07 20:21:46,010 - mmaction - INFO - Epoch [17][700/1879] lr: 5.283e-02, eta: 4 days, 19:09:06, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.2637, top5_acc: 0.5133, loss_cls: 3.4394, loss: 3.4394, grad_norm: 2.1883 2021-07-07 20:22:03,629 - mmaction - INFO - Epoch [17][720/1879] lr: 5.285e-02, eta: 4 days, 19:08:35, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.2484, top5_acc: 0.4902, loss_cls: 3.5494, loss: 3.5494, grad_norm: 2.1633 2021-07-07 20:22:21,075 - mmaction - INFO - Epoch [17][740/1879] lr: 5.288e-02, eta: 4 days, 19:08:03, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.2895, top5_acc: 0.5281, loss_cls: 3.3432, loss: 3.3432, grad_norm: 2.1016 2021-07-07 20:22:38,540 - mmaction - INFO - Epoch [17][760/1879] lr: 5.291e-02, eta: 4 days, 19:07:31, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2437, top5_acc: 0.4965, loss_cls: 3.4984, loss: 3.4984, grad_norm: 2.1935 2021-07-07 20:22:55,859 - mmaction - INFO - Epoch [17][780/1879] lr: 5.294e-02, eta: 4 days, 19:06:57, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.2734, top5_acc: 0.5242, loss_cls: 3.3837, loss: 3.3837, grad_norm: 2.0955 2021-07-07 20:23:13,263 - mmaction - INFO - Epoch [17][800/1879] lr: 5.296e-02, eta: 4 days, 19:06:23, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.2656, top5_acc: 0.5074, loss_cls: 3.4369, loss: 3.4369, grad_norm: 2.1681 2021-07-07 20:23:30,769 - mmaction - INFO - Epoch [17][820/1879] lr: 5.299e-02, eta: 4 days, 19:05:51, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2660, top5_acc: 0.5156, loss_cls: 3.4380, loss: 3.4380, grad_norm: 2.1719 2021-07-07 20:23:48,139 - mmaction - INFO - Epoch [17][840/1879] lr: 5.302e-02, eta: 4 days, 19:05:18, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2609, top5_acc: 0.5215, loss_cls: 3.4359, loss: 3.4359, grad_norm: 2.1675 2021-07-07 20:24:05,517 - mmaction - INFO - Epoch [17][860/1879] lr: 5.305e-02, eta: 4 days, 19:04:45, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.2613, top5_acc: 0.5059, loss_cls: 3.4292, loss: 3.4292, grad_norm: 2.1208 2021-07-07 20:24:22,945 - mmaction - INFO - Epoch [17][880/1879] lr: 5.308e-02, eta: 4 days, 19:04:12, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.2621, top5_acc: 0.4953, loss_cls: 3.5105, loss: 3.5105, grad_norm: 2.1198 2021-07-07 20:24:40,503 - mmaction - INFO - Epoch [17][900/1879] lr: 5.310e-02, eta: 4 days, 19:03:42, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.2520, top5_acc: 0.4824, loss_cls: 3.5377, loss: 3.5377, grad_norm: 2.1525 2021-07-07 20:24:57,982 - mmaction - INFO - Epoch [17][920/1879] lr: 5.313e-02, eta: 4 days, 19:03:09, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.2629, top5_acc: 0.5098, loss_cls: 3.4531, loss: 3.4531, grad_norm: 2.1530 2021-07-07 20:25:15,490 - mmaction - INFO - Epoch [17][940/1879] lr: 5.316e-02, eta: 4 days, 19:02:37, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.2648, top5_acc: 0.5066, loss_cls: 3.4343, loss: 3.4343, grad_norm: 2.0995 2021-07-07 20:25:32,953 - mmaction - INFO - Epoch [17][960/1879] lr: 5.319e-02, eta: 4 days, 19:02:06, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.2746, top5_acc: 0.5246, loss_cls: 3.3544, loss: 3.3544, grad_norm: 2.0949 2021-07-07 20:25:50,381 - mmaction - INFO - Epoch [17][980/1879] lr: 5.322e-02, eta: 4 days, 19:01:33, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.2676, top5_acc: 0.5262, loss_cls: 3.3774, loss: 3.3774, grad_norm: 2.1995 2021-07-07 20:26:07,965 - mmaction - INFO - Epoch [17][1000/1879] lr: 5.324e-02, eta: 4 days, 19:01:02, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.2695, top5_acc: 0.5066, loss_cls: 3.4703, loss: 3.4703, grad_norm: 2.1682 2021-07-07 20:26:25,372 - mmaction - INFO - Epoch [17][1020/1879] lr: 5.327e-02, eta: 4 days, 19:00:30, time: 0.873, data_time: 0.007, memory: 6462, top1_acc: 0.2562, top5_acc: 0.5129, loss_cls: 3.4162, loss: 3.4162, grad_norm: 2.1789 2021-07-07 20:26:42,957 - mmaction - INFO - Epoch [17][1040/1879] lr: 5.330e-02, eta: 4 days, 18:59:59, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.2469, top5_acc: 0.4852, loss_cls: 3.5308, loss: 3.5308, grad_norm: 2.1357 2021-07-07 20:27:00,538 - mmaction - INFO - Epoch [17][1060/1879] lr: 5.333e-02, eta: 4 days, 18:59:30, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.2594, top5_acc: 0.4984, loss_cls: 3.4571, loss: 3.4571, grad_norm: 2.1217 2021-07-07 20:27:17,872 - mmaction - INFO - Epoch [17][1080/1879] lr: 5.336e-02, eta: 4 days, 18:58:56, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.2590, top5_acc: 0.5117, loss_cls: 3.4667, loss: 3.4667, grad_norm: 2.1512 2021-07-07 20:27:35,305 - mmaction - INFO - Epoch [17][1100/1879] lr: 5.338e-02, eta: 4 days, 18:58:23, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.2652, top5_acc: 0.5359, loss_cls: 3.3788, loss: 3.3788, grad_norm: 2.1573 2021-07-07 20:27:52,798 - mmaction - INFO - Epoch [17][1120/1879] lr: 5.341e-02, eta: 4 days, 18:57:52, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.2676, top5_acc: 0.5113, loss_cls: 3.4599, loss: 3.4599, grad_norm: 2.1094 2021-07-07 20:28:10,208 - mmaction - INFO - Epoch [17][1140/1879] lr: 5.344e-02, eta: 4 days, 18:57:19, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.2668, top5_acc: 0.5227, loss_cls: 3.3919, loss: 3.3919, grad_norm: 2.1212 2021-07-07 20:28:27,605 - mmaction - INFO - Epoch [17][1160/1879] lr: 5.347e-02, eta: 4 days, 18:56:46, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2586, top5_acc: 0.5195, loss_cls: 3.4700, loss: 3.4700, grad_norm: 2.1264 2021-07-07 20:28:45,182 - mmaction - INFO - Epoch [17][1180/1879] lr: 5.349e-02, eta: 4 days, 18:56:16, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.2633, top5_acc: 0.5004, loss_cls: 3.4638, loss: 3.4638, grad_norm: 2.1306 2021-07-07 20:29:02,532 - mmaction - INFO - Epoch [17][1200/1879] lr: 5.352e-02, eta: 4 days, 18:55:42, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.2762, top5_acc: 0.5207, loss_cls: 3.3972, loss: 3.3972, grad_norm: 2.1354 2021-07-07 20:29:19,921 - mmaction - INFO - Epoch [17][1220/1879] lr: 5.355e-02, eta: 4 days, 18:55:10, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.2664, top5_acc: 0.5125, loss_cls: 3.4366, loss: 3.4366, grad_norm: 2.1338 2021-07-07 20:29:37,375 - mmaction - INFO - Epoch [17][1240/1879] lr: 5.358e-02, eta: 4 days, 18:54:38, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.2672, top5_acc: 0.5125, loss_cls: 3.4348, loss: 3.4348, grad_norm: 2.1452 2021-07-07 20:29:54,932 - mmaction - INFO - Epoch [17][1260/1879] lr: 5.361e-02, eta: 4 days, 18:54:06, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.2594, top5_acc: 0.5105, loss_cls: 3.4681, loss: 3.4681, grad_norm: 2.1490 2021-07-07 20:30:12,276 - mmaction - INFO - Epoch [17][1280/1879] lr: 5.363e-02, eta: 4 days, 18:53:34, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.2617, top5_acc: 0.5062, loss_cls: 3.4326, loss: 3.4326, grad_norm: 2.1636 2021-07-07 20:30:29,854 - mmaction - INFO - Epoch [17][1300/1879] lr: 5.366e-02, eta: 4 days, 18:53:03, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2586, top5_acc: 0.4973, loss_cls: 3.5101, loss: 3.5101, grad_norm: 2.1619 2021-07-07 20:30:47,315 - mmaction - INFO - Epoch [17][1320/1879] lr: 5.369e-02, eta: 4 days, 18:52:32, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.2570, top5_acc: 0.5012, loss_cls: 3.4747, loss: 3.4747, grad_norm: 2.1425 2021-07-07 20:31:04,804 - mmaction - INFO - Epoch [17][1340/1879] lr: 5.372e-02, eta: 4 days, 18:52:00, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2664, top5_acc: 0.5074, loss_cls: 3.4276, loss: 3.4276, grad_norm: 2.0875 2021-07-07 20:31:22,185 - mmaction - INFO - Epoch [17][1360/1879] lr: 5.375e-02, eta: 4 days, 18:51:28, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.2672, top5_acc: 0.5164, loss_cls: 3.4191, loss: 3.4191, grad_norm: 2.1272 2021-07-07 20:31:39,697 - mmaction - INFO - Epoch [17][1380/1879] lr: 5.377e-02, eta: 4 days, 18:50:56, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2684, top5_acc: 0.5207, loss_cls: 3.3887, loss: 3.3887, grad_norm: 2.1281 2021-07-07 20:31:57,184 - mmaction - INFO - Epoch [17][1400/1879] lr: 5.380e-02, eta: 4 days, 18:50:25, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.2625, top5_acc: 0.5047, loss_cls: 3.4638, loss: 3.4638, grad_norm: 2.1269 2021-07-07 20:32:14,547 - mmaction - INFO - Epoch [17][1420/1879] lr: 5.383e-02, eta: 4 days, 18:49:52, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.2672, top5_acc: 0.5133, loss_cls: 3.4052, loss: 3.4052, grad_norm: 2.1441 2021-07-07 20:32:31,966 - mmaction - INFO - Epoch [17][1440/1879] lr: 5.386e-02, eta: 4 days, 18:49:20, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2551, top5_acc: 0.5090, loss_cls: 3.4470, loss: 3.4470, grad_norm: 2.1567 2021-07-07 20:32:49,515 - mmaction - INFO - Epoch [17][1460/1879] lr: 5.389e-02, eta: 4 days, 18:48:50, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.2586, top5_acc: 0.5227, loss_cls: 3.4057, loss: 3.4057, grad_norm: 2.1043 2021-07-07 20:33:06,953 - mmaction - INFO - Epoch [17][1480/1879] lr: 5.391e-02, eta: 4 days, 18:48:17, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.2734, top5_acc: 0.5145, loss_cls: 3.4229, loss: 3.4229, grad_norm: 2.1167 2021-07-07 20:33:24,426 - mmaction - INFO - Epoch [17][1500/1879] lr: 5.394e-02, eta: 4 days, 18:47:46, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.2785, top5_acc: 0.5180, loss_cls: 3.4025, loss: 3.4025, grad_norm: 2.0895 2021-07-07 20:33:41,831 - mmaction - INFO - Epoch [17][1520/1879] lr: 5.397e-02, eta: 4 days, 18:47:14, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.2691, top5_acc: 0.5152, loss_cls: 3.4124, loss: 3.4124, grad_norm: 2.1430 2021-07-07 20:33:59,303 - mmaction - INFO - Epoch [17][1540/1879] lr: 5.400e-02, eta: 4 days, 18:46:42, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2504, top5_acc: 0.5086, loss_cls: 3.4732, loss: 3.4732, grad_norm: 2.1243 2021-07-07 20:34:16,826 - mmaction - INFO - Epoch [17][1560/1879] lr: 5.403e-02, eta: 4 days, 18:46:12, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.2730, top5_acc: 0.5148, loss_cls: 3.4397, loss: 3.4397, grad_norm: 2.1611 2021-07-07 20:34:34,229 - mmaction - INFO - Epoch [17][1580/1879] lr: 5.405e-02, eta: 4 days, 18:45:39, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.2637, top5_acc: 0.5207, loss_cls: 3.4099, loss: 3.4099, grad_norm: 2.1449 2021-07-07 20:34:51,801 - mmaction - INFO - Epoch [17][1600/1879] lr: 5.408e-02, eta: 4 days, 18:45:09, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.2832, top5_acc: 0.5219, loss_cls: 3.3574, loss: 3.3574, grad_norm: 2.1344 2021-07-07 20:35:09,220 - mmaction - INFO - Epoch [17][1620/1879] lr: 5.411e-02, eta: 4 days, 18:44:37, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.2715, top5_acc: 0.5273, loss_cls: 3.3906, loss: 3.3906, grad_norm: 2.1355 2021-07-07 20:35:26,656 - mmaction - INFO - Epoch [17][1640/1879] lr: 5.414e-02, eta: 4 days, 18:44:05, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.2613, top5_acc: 0.5125, loss_cls: 3.4337, loss: 3.4337, grad_norm: 2.1484 2021-07-07 20:35:44,049 - mmaction - INFO - Epoch [17][1660/1879] lr: 5.416e-02, eta: 4 days, 18:43:33, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2574, top5_acc: 0.5074, loss_cls: 3.4439, loss: 3.4439, grad_norm: 2.1394 2021-07-07 20:36:01,539 - mmaction - INFO - Epoch [17][1680/1879] lr: 5.419e-02, eta: 4 days, 18:43:02, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2574, top5_acc: 0.4988, loss_cls: 3.4827, loss: 3.4827, grad_norm: 2.1049 2021-07-07 20:36:19,008 - mmaction - INFO - Epoch [17][1700/1879] lr: 5.422e-02, eta: 4 days, 18:42:30, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.2609, top5_acc: 0.5086, loss_cls: 3.4679, loss: 3.4679, grad_norm: 2.1314 2021-07-07 20:36:36,462 - mmaction - INFO - Epoch [17][1720/1879] lr: 5.425e-02, eta: 4 days, 18:41:58, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2625, top5_acc: 0.5281, loss_cls: 3.4223, loss: 3.4223, grad_norm: 2.1616 2021-07-07 20:36:53,921 - mmaction - INFO - Epoch [17][1740/1879] lr: 5.428e-02, eta: 4 days, 18:41:27, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.2680, top5_acc: 0.5207, loss_cls: 3.4099, loss: 3.4099, grad_norm: 2.1325 2021-07-07 20:37:11,403 - mmaction - INFO - Epoch [17][1760/1879] lr: 5.430e-02, eta: 4 days, 18:40:56, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.2742, top5_acc: 0.5125, loss_cls: 3.4406, loss: 3.4406, grad_norm: 2.1204 2021-07-07 20:37:28,729 - mmaction - INFO - Epoch [17][1780/1879] lr: 5.433e-02, eta: 4 days, 18:40:23, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.2543, top5_acc: 0.5031, loss_cls: 3.5029, loss: 3.5029, grad_norm: 2.1381 2021-07-07 20:37:46,147 - mmaction - INFO - Epoch [17][1800/1879] lr: 5.436e-02, eta: 4 days, 18:39:51, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.2652, top5_acc: 0.5164, loss_cls: 3.4118, loss: 3.4118, grad_norm: 2.1165 2021-07-07 20:38:03,527 - mmaction - INFO - Epoch [17][1820/1879] lr: 5.439e-02, eta: 4 days, 18:39:19, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2687, top5_acc: 0.5012, loss_cls: 3.4493, loss: 3.4493, grad_norm: 2.1499 2021-07-07 20:38:21,043 - mmaction - INFO - Epoch [17][1840/1879] lr: 5.442e-02, eta: 4 days, 18:38:48, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2668, top5_acc: 0.5074, loss_cls: 3.4833, loss: 3.4833, grad_norm: 2.1683 2021-07-07 20:38:38,432 - mmaction - INFO - Epoch [17][1860/1879] lr: 5.444e-02, eta: 4 days, 18:38:15, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2543, top5_acc: 0.5012, loss_cls: 3.4624, loss: 3.4624, grad_norm: 2.1319 2021-07-07 20:41:30,068 - mmaction - INFO - Epoch [18][20/1879] lr: 5.443e-02, eta: 4 days, 19:03:33, time: 7.320, data_time: 6.046, memory: 6462, top1_acc: 0.2816, top5_acc: 0.5309, loss_cls: 3.3725, loss: 3.3725, grad_norm: 2.1291 2021-07-07 20:41:47,365 - mmaction - INFO - Epoch [18][40/1879] lr: 5.446e-02, eta: 4 days, 19:02:57, time: 0.862, data_time: 0.007, memory: 6462, top1_acc: 0.2797, top5_acc: 0.5316, loss_cls: 3.3904, loss: 3.3904, grad_norm: 2.1449 2021-07-07 20:42:04,475 - mmaction - INFO - Epoch [18][60/1879] lr: 5.449e-02, eta: 4 days, 19:02:21, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.2785, top5_acc: 0.5188, loss_cls: 3.4262, loss: 3.4262, grad_norm: 2.1608 2021-07-07 20:42:21,755 - mmaction - INFO - Epoch [18][80/1879] lr: 5.451e-02, eta: 4 days, 19:01:46, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.2793, top5_acc: 0.5133, loss_cls: 3.4117, loss: 3.4117, grad_norm: 2.1323 2021-07-07 20:42:39,152 - mmaction - INFO - Epoch [18][100/1879] lr: 5.454e-02, eta: 4 days, 19:01:13, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.2754, top5_acc: 0.5184, loss_cls: 3.3950, loss: 3.3950, grad_norm: 2.1283 2021-07-07 20:42:56,590 - mmaction - INFO - Epoch [18][120/1879] lr: 5.457e-02, eta: 4 days, 19:00:41, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2785, top5_acc: 0.5375, loss_cls: 3.3130, loss: 3.3130, grad_norm: 2.1460 2021-07-07 20:43:14,045 - mmaction - INFO - Epoch [18][140/1879] lr: 5.460e-02, eta: 4 days, 19:00:08, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.2898, top5_acc: 0.5328, loss_cls: 3.3402, loss: 3.3402, grad_norm: 2.1732 2021-07-07 20:43:31,491 - mmaction - INFO - Epoch [18][160/1879] lr: 5.463e-02, eta: 4 days, 18:59:36, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.2750, top5_acc: 0.5152, loss_cls: 3.3794, loss: 3.3794, grad_norm: 2.2393 2021-07-07 20:43:48,930 - mmaction - INFO - Epoch [18][180/1879] lr: 5.465e-02, eta: 4 days, 18:59:03, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.2914, top5_acc: 0.5250, loss_cls: 3.3408, loss: 3.3408, grad_norm: 2.2094 2021-07-07 20:44:06,404 - mmaction - INFO - Epoch [18][200/1879] lr: 5.468e-02, eta: 4 days, 18:58:31, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.2687, top5_acc: 0.5238, loss_cls: 3.3606, loss: 3.3606, grad_norm: 2.1810 2021-07-07 20:44:23,699 - mmaction - INFO - Epoch [18][220/1879] lr: 5.471e-02, eta: 4 days, 18:57:57, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.2594, top5_acc: 0.5035, loss_cls: 3.4635, loss: 3.4635, grad_norm: 2.1452 2021-07-07 20:44:41,176 - mmaction - INFO - Epoch [18][240/1879] lr: 5.474e-02, eta: 4 days, 18:57:25, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2641, top5_acc: 0.5117, loss_cls: 3.4571, loss: 3.4571, grad_norm: 2.1267 2021-07-07 20:44:58,556 - mmaction - INFO - Epoch [18][260/1879] lr: 5.476e-02, eta: 4 days, 18:56:51, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.2684, top5_acc: 0.5160, loss_cls: 3.4262, loss: 3.4262, grad_norm: 2.1540 2021-07-07 20:45:16,260 - mmaction - INFO - Epoch [18][280/1879] lr: 5.479e-02, eta: 4 days, 18:56:22, time: 0.884, data_time: 0.005, memory: 6462, top1_acc: 0.2629, top5_acc: 0.5094, loss_cls: 3.4574, loss: 3.4574, grad_norm: 2.1424 2021-07-07 20:45:33,667 - mmaction - INFO - Epoch [18][300/1879] lr: 5.482e-02, eta: 4 days, 18:55:50, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2660, top5_acc: 0.5199, loss_cls: 3.3637, loss: 3.3637, grad_norm: 2.1332 2021-07-07 20:45:51,222 - mmaction - INFO - Epoch [18][320/1879] lr: 5.485e-02, eta: 4 days, 18:55:19, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2691, top5_acc: 0.5109, loss_cls: 3.4197, loss: 3.4197, grad_norm: 2.1220 2021-07-07 20:46:08,662 - mmaction - INFO - Epoch [18][340/1879] lr: 5.488e-02, eta: 4 days, 18:54:47, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.2727, top5_acc: 0.5199, loss_cls: 3.4288, loss: 3.4288, grad_norm: 2.2055 2021-07-07 20:46:26,122 - mmaction - INFO - Epoch [18][360/1879] lr: 5.490e-02, eta: 4 days, 18:54:16, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2742, top5_acc: 0.5262, loss_cls: 3.3640, loss: 3.3640, grad_norm: 2.1118 2021-07-07 20:46:43,586 - mmaction - INFO - Epoch [18][380/1879] lr: 5.493e-02, eta: 4 days, 18:53:43, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.2641, top5_acc: 0.5242, loss_cls: 3.3833, loss: 3.3833, grad_norm: 2.1740 2021-07-07 20:47:01,079 - mmaction - INFO - Epoch [18][400/1879] lr: 5.496e-02, eta: 4 days, 18:53:11, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.2730, top5_acc: 0.5289, loss_cls: 3.3425, loss: 3.3425, grad_norm: 2.1343 2021-07-07 20:47:18,475 - mmaction - INFO - Epoch [18][420/1879] lr: 5.499e-02, eta: 4 days, 18:52:39, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2855, top5_acc: 0.5332, loss_cls: 3.3255, loss: 3.3255, grad_norm: 2.1394 2021-07-07 20:47:35,973 - mmaction - INFO - Epoch [18][440/1879] lr: 5.502e-02, eta: 4 days, 18:52:08, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.2723, top5_acc: 0.5293, loss_cls: 3.3679, loss: 3.3679, grad_norm: 2.1188 2021-07-07 20:47:53,387 - mmaction - INFO - Epoch [18][460/1879] lr: 5.504e-02, eta: 4 days, 18:51:35, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.2793, top5_acc: 0.5109, loss_cls: 3.3669, loss: 3.3669, grad_norm: 2.1353 2021-07-07 20:48:10,905 - mmaction - INFO - Epoch [18][480/1879] lr: 5.507e-02, eta: 4 days, 18:51:04, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.2684, top5_acc: 0.5141, loss_cls: 3.3769, loss: 3.3769, grad_norm: 2.1606 2021-07-07 20:48:28,402 - mmaction - INFO - Epoch [18][500/1879] lr: 5.510e-02, eta: 4 days, 18:50:32, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.2816, top5_acc: 0.5195, loss_cls: 3.4034, loss: 3.4034, grad_norm: 2.1513 2021-07-07 20:48:45,947 - mmaction - INFO - Epoch [18][520/1879] lr: 5.513e-02, eta: 4 days, 18:50:01, time: 0.877, data_time: 0.008, memory: 6462, top1_acc: 0.2777, top5_acc: 0.5199, loss_cls: 3.3723, loss: 3.3723, grad_norm: 2.1394 2021-07-07 20:49:03,401 - mmaction - INFO - Epoch [18][540/1879] lr: 5.515e-02, eta: 4 days, 18:49:30, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.2715, top5_acc: 0.5094, loss_cls: 3.4846, loss: 3.4846, grad_norm: 2.1635 2021-07-07 20:49:20,882 - mmaction - INFO - Epoch [18][560/1879] lr: 5.518e-02, eta: 4 days, 18:48:58, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2527, top5_acc: 0.5164, loss_cls: 3.4139, loss: 3.4139, grad_norm: 2.1726 2021-07-07 20:49:38,382 - mmaction - INFO - Epoch [18][580/1879] lr: 5.521e-02, eta: 4 days, 18:48:27, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.2797, top5_acc: 0.5266, loss_cls: 3.3350, loss: 3.3350, grad_norm: 2.1168 2021-07-07 20:49:55,825 - mmaction - INFO - Epoch [18][600/1879] lr: 5.524e-02, eta: 4 days, 18:47:55, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2668, top5_acc: 0.5188, loss_cls: 3.4246, loss: 3.4246, grad_norm: 2.1115 2021-07-07 20:50:13,416 - mmaction - INFO - Epoch [18][620/1879] lr: 5.527e-02, eta: 4 days, 18:47:24, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.2832, top5_acc: 0.5316, loss_cls: 3.3615, loss: 3.3615, grad_norm: 2.1619 2021-07-07 20:50:30,999 - mmaction - INFO - Epoch [18][640/1879] lr: 5.529e-02, eta: 4 days, 18:46:55, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.2742, top5_acc: 0.5230, loss_cls: 3.3809, loss: 3.3809, grad_norm: 2.1236 2021-07-07 20:50:48,497 - mmaction - INFO - Epoch [18][660/1879] lr: 5.532e-02, eta: 4 days, 18:46:24, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.2852, top5_acc: 0.5316, loss_cls: 3.3314, loss: 3.3314, grad_norm: 2.1228 2021-07-07 20:51:05,962 - mmaction - INFO - Epoch [18][680/1879] lr: 5.535e-02, eta: 4 days, 18:45:52, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.2793, top5_acc: 0.5152, loss_cls: 3.4207, loss: 3.4207, grad_norm: 2.1401 2021-07-07 20:51:23,522 - mmaction - INFO - Epoch [18][700/1879] lr: 5.538e-02, eta: 4 days, 18:45:21, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.2738, top5_acc: 0.5352, loss_cls: 3.3369, loss: 3.3369, grad_norm: 2.1429 2021-07-07 20:51:41,084 - mmaction - INFO - Epoch [18][720/1879] lr: 5.541e-02, eta: 4 days, 18:44:51, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.2641, top5_acc: 0.5242, loss_cls: 3.4008, loss: 3.4008, grad_norm: 2.1531 2021-07-07 20:51:58,583 - mmaction - INFO - Epoch [18][740/1879] lr: 5.543e-02, eta: 4 days, 18:44:19, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.2723, top5_acc: 0.5164, loss_cls: 3.4076, loss: 3.4076, grad_norm: 2.1613 2021-07-07 20:52:16,045 - mmaction - INFO - Epoch [18][760/1879] lr: 5.546e-02, eta: 4 days, 18:43:48, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2781, top5_acc: 0.5395, loss_cls: 3.2980, loss: 3.2980, grad_norm: 2.1799 2021-07-07 20:52:33,364 - mmaction - INFO - Epoch [18][780/1879] lr: 5.549e-02, eta: 4 days, 18:43:15, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.2898, top5_acc: 0.5375, loss_cls: 3.3198, loss: 3.3198, grad_norm: 2.1344 2021-07-07 20:52:50,888 - mmaction - INFO - Epoch [18][800/1879] lr: 5.552e-02, eta: 4 days, 18:42:44, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.2832, top5_acc: 0.5285, loss_cls: 3.3669, loss: 3.3669, grad_norm: 2.1603 2021-07-07 20:53:08,461 - mmaction - INFO - Epoch [18][820/1879] lr: 5.554e-02, eta: 4 days, 18:42:14, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.2809, top5_acc: 0.5301, loss_cls: 3.3167, loss: 3.3167, grad_norm: 2.1870 2021-07-07 20:53:25,899 - mmaction - INFO - Epoch [18][840/1879] lr: 5.557e-02, eta: 4 days, 18:41:42, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.2680, top5_acc: 0.5238, loss_cls: 3.4207, loss: 3.4207, grad_norm: 2.2121 2021-07-07 20:53:43,393 - mmaction - INFO - Epoch [18][860/1879] lr: 5.560e-02, eta: 4 days, 18:41:11, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.2605, top5_acc: 0.5094, loss_cls: 3.5021, loss: 3.5021, grad_norm: 2.1692 2021-07-07 20:54:00,885 - mmaction - INFO - Epoch [18][880/1879] lr: 5.563e-02, eta: 4 days, 18:40:39, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2625, top5_acc: 0.5059, loss_cls: 3.4076, loss: 3.4076, grad_norm: 2.1337 2021-07-07 20:54:18,484 - mmaction - INFO - Epoch [18][900/1879] lr: 5.566e-02, eta: 4 days, 18:40:11, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.2699, top5_acc: 0.5188, loss_cls: 3.3744, loss: 3.3744, grad_norm: 2.1703 2021-07-07 20:54:35,974 - mmaction - INFO - Epoch [18][920/1879] lr: 5.568e-02, eta: 4 days, 18:39:39, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2777, top5_acc: 0.5375, loss_cls: 3.3438, loss: 3.3438, grad_norm: 2.1424 2021-07-07 20:54:53,447 - mmaction - INFO - Epoch [18][940/1879] lr: 5.571e-02, eta: 4 days, 18:39:08, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.2605, top5_acc: 0.5098, loss_cls: 3.4385, loss: 3.4385, grad_norm: 2.1100 2021-07-07 20:55:10,868 - mmaction - INFO - Epoch [18][960/1879] lr: 5.574e-02, eta: 4 days, 18:38:36, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2781, top5_acc: 0.5371, loss_cls: 3.3404, loss: 3.3404, grad_norm: 2.1703 2021-07-07 20:55:28,368 - mmaction - INFO - Epoch [18][980/1879] lr: 5.577e-02, eta: 4 days, 18:38:05, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.2797, top5_acc: 0.5402, loss_cls: 3.3230, loss: 3.3230, grad_norm: 2.1694 2021-07-07 20:55:45,916 - mmaction - INFO - Epoch [18][1000/1879] lr: 5.580e-02, eta: 4 days, 18:37:34, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.2766, top5_acc: 0.5195, loss_cls: 3.4121, loss: 3.4121, grad_norm: 2.2017 2021-07-07 20:56:03,433 - mmaction - INFO - Epoch [18][1020/1879] lr: 5.582e-02, eta: 4 days, 18:37:04, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.2699, top5_acc: 0.5184, loss_cls: 3.4361, loss: 3.4361, grad_norm: 2.1590 2021-07-07 20:56:20,985 - mmaction - INFO - Epoch [18][1040/1879] lr: 5.585e-02, eta: 4 days, 18:36:34, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.2629, top5_acc: 0.5258, loss_cls: 3.3996, loss: 3.3996, grad_norm: 2.1326 2021-07-07 20:56:38,493 - mmaction - INFO - Epoch [18][1060/1879] lr: 5.588e-02, eta: 4 days, 18:36:03, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.2559, top5_acc: 0.5156, loss_cls: 3.4327, loss: 3.4327, grad_norm: 2.1218 2021-07-07 20:56:56,095 - mmaction - INFO - Epoch [18][1080/1879] lr: 5.591e-02, eta: 4 days, 18:35:33, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.2707, top5_acc: 0.5277, loss_cls: 3.3331, loss: 3.3331, grad_norm: 2.1424 2021-07-07 20:57:13,617 - mmaction - INFO - Epoch [18][1100/1879] lr: 5.594e-02, eta: 4 days, 18:35:02, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.2824, top5_acc: 0.5344, loss_cls: 3.3432, loss: 3.3432, grad_norm: 2.1574 2021-07-07 20:57:31,151 - mmaction - INFO - Epoch [18][1120/1879] lr: 5.596e-02, eta: 4 days, 18:34:33, time: 0.880, data_time: 0.007, memory: 6462, top1_acc: 0.2852, top5_acc: 0.5359, loss_cls: 3.3262, loss: 3.3262, grad_norm: 2.1458 2021-07-07 20:57:48,593 - mmaction - INFO - Epoch [18][1140/1879] lr: 5.599e-02, eta: 4 days, 18:34:01, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.2594, top5_acc: 0.5090, loss_cls: 3.4110, loss: 3.4110, grad_norm: 2.1632 2021-07-07 20:58:06,014 - mmaction - INFO - Epoch [18][1160/1879] lr: 5.602e-02, eta: 4 days, 18:33:29, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.2586, top5_acc: 0.5133, loss_cls: 3.4181, loss: 3.4181, grad_norm: 2.1778 2021-07-07 20:58:23,480 - mmaction - INFO - Epoch [18][1180/1879] lr: 5.605e-02, eta: 4 days, 18:32:58, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.2820, top5_acc: 0.5449, loss_cls: 3.3137, loss: 3.3137, grad_norm: 2.1329 2021-07-07 20:58:40,965 - mmaction - INFO - Epoch [18][1200/1879] lr: 5.607e-02, eta: 4 days, 18:32:26, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2691, top5_acc: 0.5238, loss_cls: 3.3767, loss: 3.3767, grad_norm: 2.2094 2021-07-07 20:58:58,413 - mmaction - INFO - Epoch [18][1220/1879] lr: 5.610e-02, eta: 4 days, 18:31:55, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2711, top5_acc: 0.5211, loss_cls: 3.3928, loss: 3.3928, grad_norm: 2.1321 2021-07-07 20:59:15,916 - mmaction - INFO - Epoch [18][1240/1879] lr: 5.613e-02, eta: 4 days, 18:31:24, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2711, top5_acc: 0.5023, loss_cls: 3.4398, loss: 3.4398, grad_norm: 2.1247 2021-07-07 20:59:33,423 - mmaction - INFO - Epoch [18][1260/1879] lr: 5.616e-02, eta: 4 days, 18:30:54, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.2742, top5_acc: 0.5352, loss_cls: 3.3249, loss: 3.3249, grad_norm: 2.1334 2021-07-07 20:59:50,977 - mmaction - INFO - Epoch [18][1280/1879] lr: 5.619e-02, eta: 4 days, 18:30:24, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.2762, top5_acc: 0.5273, loss_cls: 3.3754, loss: 3.3754, grad_norm: 2.1338 2021-07-07 21:00:08,534 - mmaction - INFO - Epoch [18][1300/1879] lr: 5.621e-02, eta: 4 days, 18:29:54, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.2836, top5_acc: 0.5281, loss_cls: 3.3673, loss: 3.3673, grad_norm: 2.1438 2021-07-07 21:00:26,005 - mmaction - INFO - Epoch [18][1320/1879] lr: 5.624e-02, eta: 4 days, 18:29:23, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.2828, top5_acc: 0.5367, loss_cls: 3.3312, loss: 3.3312, grad_norm: 2.1384 2021-07-07 21:00:43,643 - mmaction - INFO - Epoch [18][1340/1879] lr: 5.627e-02, eta: 4 days, 18:28:54, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.2734, top5_acc: 0.5156, loss_cls: 3.3840, loss: 3.3840, grad_norm: 2.1930 2021-07-07 21:01:01,112 - mmaction - INFO - Epoch [18][1360/1879] lr: 5.630e-02, eta: 4 days, 18:28:23, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2754, top5_acc: 0.5176, loss_cls: 3.4190, loss: 3.4190, grad_norm: 2.1211 2021-07-07 21:01:18,519 - mmaction - INFO - Epoch [18][1380/1879] lr: 5.633e-02, eta: 4 days, 18:27:51, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.2687, top5_acc: 0.5316, loss_cls: 3.3771, loss: 3.3771, grad_norm: 2.1337 2021-07-07 21:01:35,991 - mmaction - INFO - Epoch [18][1400/1879] lr: 5.635e-02, eta: 4 days, 18:27:20, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2715, top5_acc: 0.5188, loss_cls: 3.4048, loss: 3.4048, grad_norm: 2.1767 2021-07-07 21:01:53,475 - mmaction - INFO - Epoch [18][1420/1879] lr: 5.638e-02, eta: 4 days, 18:26:49, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.2801, top5_acc: 0.5258, loss_cls: 3.3786, loss: 3.3786, grad_norm: 2.1530 2021-07-07 21:02:11,261 - mmaction - INFO - Epoch [18][1440/1879] lr: 5.641e-02, eta: 4 days, 18:26:22, time: 0.890, data_time: 0.006, memory: 6462, top1_acc: 0.2867, top5_acc: 0.5316, loss_cls: 3.3250, loss: 3.3250, grad_norm: 2.1203 2021-07-07 21:02:28,614 - mmaction - INFO - Epoch [18][1460/1879] lr: 5.644e-02, eta: 4 days, 18:25:51, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2680, top5_acc: 0.5285, loss_cls: 3.3454, loss: 3.3454, grad_norm: 2.1628 2021-07-07 21:02:46,020 - mmaction - INFO - Epoch [18][1480/1879] lr: 5.646e-02, eta: 4 days, 18:25:19, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.2770, top5_acc: 0.5211, loss_cls: 3.3986, loss: 3.3986, grad_norm: 2.1122 2021-07-07 21:03:03,411 - mmaction - INFO - Epoch [18][1500/1879] lr: 5.649e-02, eta: 4 days, 18:24:47, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.2867, top5_acc: 0.5254, loss_cls: 3.3916, loss: 3.3916, grad_norm: 2.1244 2021-07-07 21:03:20,967 - mmaction - INFO - Epoch [18][1520/1879] lr: 5.652e-02, eta: 4 days, 18:24:16, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.2730, top5_acc: 0.5074, loss_cls: 3.4319, loss: 3.4319, grad_norm: 2.1708 2021-07-07 21:03:38,378 - mmaction - INFO - Epoch [18][1540/1879] lr: 5.655e-02, eta: 4 days, 18:23:45, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2758, top5_acc: 0.5371, loss_cls: 3.3588, loss: 3.3588, grad_norm: 2.1002 2021-07-07 21:03:55,849 - mmaction - INFO - Epoch [18][1560/1879] lr: 5.658e-02, eta: 4 days, 18:23:14, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2758, top5_acc: 0.5340, loss_cls: 3.3698, loss: 3.3698, grad_norm: 2.1903 2021-07-07 21:04:13,175 - mmaction - INFO - Epoch [18][1580/1879] lr: 5.660e-02, eta: 4 days, 18:22:42, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.2930, top5_acc: 0.5328, loss_cls: 3.3270, loss: 3.3270, grad_norm: 2.1008 2021-07-07 21:04:30,654 - mmaction - INFO - Epoch [18][1600/1879] lr: 5.663e-02, eta: 4 days, 18:22:11, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.2836, top5_acc: 0.5344, loss_cls: 3.3315, loss: 3.3315, grad_norm: 2.1568 2021-07-07 21:04:48,054 - mmaction - INFO - Epoch [18][1620/1879] lr: 5.666e-02, eta: 4 days, 18:21:39, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.2656, top5_acc: 0.5184, loss_cls: 3.3956, loss: 3.3956, grad_norm: 2.1380 2021-07-07 21:05:05,502 - mmaction - INFO - Epoch [18][1640/1879] lr: 5.669e-02, eta: 4 days, 18:21:08, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2875, top5_acc: 0.5426, loss_cls: 3.3080, loss: 3.3080, grad_norm: 2.1571 2021-07-07 21:05:22,957 - mmaction - INFO - Epoch [18][1660/1879] lr: 5.672e-02, eta: 4 days, 18:20:37, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.2699, top5_acc: 0.5184, loss_cls: 3.3882, loss: 3.3882, grad_norm: 2.1890 2021-07-07 21:05:40,433 - mmaction - INFO - Epoch [18][1680/1879] lr: 5.674e-02, eta: 4 days, 18:20:06, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.2703, top5_acc: 0.5242, loss_cls: 3.3887, loss: 3.3887, grad_norm: 2.1375 2021-07-07 21:05:57,954 - mmaction - INFO - Epoch [18][1700/1879] lr: 5.677e-02, eta: 4 days, 18:19:36, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.2652, top5_acc: 0.5207, loss_cls: 3.4281, loss: 3.4281, grad_norm: 2.1831 2021-07-07 21:06:15,473 - mmaction - INFO - Epoch [18][1720/1879] lr: 5.680e-02, eta: 4 days, 18:19:06, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.2750, top5_acc: 0.5234, loss_cls: 3.3843, loss: 3.3843, grad_norm: 2.1922 2021-07-07 21:06:33,031 - mmaction - INFO - Epoch [18][1740/1879] lr: 5.683e-02, eta: 4 days, 18:18:36, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2582, top5_acc: 0.5160, loss_cls: 3.3960, loss: 3.3960, grad_norm: 2.1261 2021-07-07 21:06:50,408 - mmaction - INFO - Epoch [18][1760/1879] lr: 5.685e-02, eta: 4 days, 18:18:04, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.2898, top5_acc: 0.5410, loss_cls: 3.3286, loss: 3.3286, grad_norm: 2.1615 2021-07-07 21:07:07,928 - mmaction - INFO - Epoch [18][1780/1879] lr: 5.688e-02, eta: 4 days, 18:17:34, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2895, top5_acc: 0.5324, loss_cls: 3.3240, loss: 3.3240, grad_norm: 2.1510 2021-07-07 21:07:25,450 - mmaction - INFO - Epoch [18][1800/1879] lr: 5.691e-02, eta: 4 days, 18:17:04, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.2617, top5_acc: 0.5004, loss_cls: 3.4755, loss: 3.4755, grad_norm: 2.1131 2021-07-07 21:07:42,955 - mmaction - INFO - Epoch [18][1820/1879] lr: 5.694e-02, eta: 4 days, 18:16:34, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.2809, top5_acc: 0.5277, loss_cls: 3.3713, loss: 3.3713, grad_norm: 2.1552 2021-07-07 21:08:00,420 - mmaction - INFO - Epoch [18][1840/1879] lr: 5.697e-02, eta: 4 days, 18:16:03, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.2719, top5_acc: 0.5133, loss_cls: 3.3997, loss: 3.3997, grad_norm: 2.1782 2021-07-07 21:08:17,956 - mmaction - INFO - Epoch [18][1860/1879] lr: 5.699e-02, eta: 4 days, 18:15:33, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2836, top5_acc: 0.5281, loss_cls: 3.3575, loss: 3.3575, grad_norm: 2.1761 2021-07-07 21:11:10,775 - mmaction - INFO - Epoch [19][20/1879] lr: 5.697e-02, eta: 4 days, 18:39:38, time: 7.395, data_time: 6.014, memory: 6462, top1_acc: 0.2680, top5_acc: 0.5277, loss_cls: 3.3690, loss: 3.3690, grad_norm: 2.1477 2021-07-07 21:11:27,982 - mmaction - INFO - Epoch [19][40/1879] lr: 5.700e-02, eta: 4 days, 18:39:03, time: 0.862, data_time: 0.008, memory: 6462, top1_acc: 0.2762, top5_acc: 0.5266, loss_cls: 3.3728, loss: 3.3728, grad_norm: 2.1997 2021-07-07 21:11:45,157 - mmaction - INFO - Epoch [19][60/1879] lr: 5.703e-02, eta: 4 days, 18:38:28, time: 0.860, data_time: 0.006, memory: 6462, top1_acc: 0.2812, top5_acc: 0.5316, loss_cls: 3.3376, loss: 3.3376, grad_norm: 2.1035 2021-07-07 21:12:02,489 - mmaction - INFO - Epoch [19][80/1879] lr: 5.706e-02, eta: 4 days, 18:37:54, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3000, top5_acc: 0.5289, loss_cls: 3.3130, loss: 3.3130, grad_norm: 2.0911 2021-07-07 21:12:19,849 - mmaction - INFO - Epoch [19][100/1879] lr: 5.708e-02, eta: 4 days, 18:37:22, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.2879, top5_acc: 0.5371, loss_cls: 3.3043, loss: 3.3043, grad_norm: 2.1061 2021-07-07 21:12:37,297 - mmaction - INFO - Epoch [19][120/1879] lr: 5.711e-02, eta: 4 days, 18:36:50, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.2723, top5_acc: 0.5199, loss_cls: 3.3621, loss: 3.3621, grad_norm: 2.1845 2021-07-07 21:12:54,700 - mmaction - INFO - Epoch [19][140/1879] lr: 5.714e-02, eta: 4 days, 18:36:18, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.2750, top5_acc: 0.5219, loss_cls: 3.3319, loss: 3.3319, grad_norm: 2.1887 2021-07-07 21:13:12,013 - mmaction - INFO - Epoch [19][160/1879] lr: 5.717e-02, eta: 4 days, 18:35:43, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.2801, top5_acc: 0.5398, loss_cls: 3.3266, loss: 3.3266, grad_norm: 2.1268 2021-07-07 21:13:29,545 - mmaction - INFO - Epoch [19][180/1879] lr: 5.720e-02, eta: 4 days, 18:35:13, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.2785, top5_acc: 0.5422, loss_cls: 3.3542, loss: 3.3542, grad_norm: 2.1472 2021-07-07 21:13:46,932 - mmaction - INFO - Epoch [19][200/1879] lr: 5.722e-02, eta: 4 days, 18:34:41, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2992, top5_acc: 0.5465, loss_cls: 3.2772, loss: 3.2772, grad_norm: 2.1626 2021-07-07 21:14:04,427 - mmaction - INFO - Epoch [19][220/1879] lr: 5.725e-02, eta: 4 days, 18:34:09, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2812, top5_acc: 0.5266, loss_cls: 3.3576, loss: 3.3576, grad_norm: 2.1612 2021-07-07 21:14:21,815 - mmaction - INFO - Epoch [19][240/1879] lr: 5.728e-02, eta: 4 days, 18:33:37, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2844, top5_acc: 0.5328, loss_cls: 3.3060, loss: 3.3060, grad_norm: 2.1940 2021-07-07 21:14:39,324 - mmaction - INFO - Epoch [19][260/1879] lr: 5.731e-02, eta: 4 days, 18:33:06, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.2844, top5_acc: 0.5410, loss_cls: 3.3102, loss: 3.3102, grad_norm: 2.1665 2021-07-07 21:14:56,733 - mmaction - INFO - Epoch [19][280/1879] lr: 5.733e-02, eta: 4 days, 18:32:34, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.2895, top5_acc: 0.5289, loss_cls: 3.3446, loss: 3.3446, grad_norm: 2.1474 2021-07-07 21:15:14,173 - mmaction - INFO - Epoch [19][300/1879] lr: 5.736e-02, eta: 4 days, 18:32:03, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2809, top5_acc: 0.5309, loss_cls: 3.3533, loss: 3.3533, grad_norm: 2.1236 2021-07-07 21:15:31,696 - mmaction - INFO - Epoch [19][320/1879] lr: 5.739e-02, eta: 4 days, 18:31:32, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.2844, top5_acc: 0.5332, loss_cls: 3.3089, loss: 3.3089, grad_norm: 2.1540 2021-07-07 21:15:49,200 - mmaction - INFO - Epoch [19][340/1879] lr: 5.742e-02, eta: 4 days, 18:31:00, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2977, top5_acc: 0.5352, loss_cls: 3.3020, loss: 3.3020, grad_norm: 2.1850 2021-07-07 21:16:06,654 - mmaction - INFO - Epoch [19][360/1879] lr: 5.745e-02, eta: 4 days, 18:30:30, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.2957, top5_acc: 0.5391, loss_cls: 3.2972, loss: 3.2972, grad_norm: 2.1608 2021-07-07 21:16:24,174 - mmaction - INFO - Epoch [19][380/1879] lr: 5.747e-02, eta: 4 days, 18:29:59, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2793, top5_acc: 0.5414, loss_cls: 3.3155, loss: 3.3155, grad_norm: 2.2242 2021-07-07 21:16:41,435 - mmaction - INFO - Epoch [19][400/1879] lr: 5.750e-02, eta: 4 days, 18:29:25, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.2820, top5_acc: 0.5277, loss_cls: 3.3250, loss: 3.3250, grad_norm: 2.1778 2021-07-07 21:16:58,914 - mmaction - INFO - Epoch [19][420/1879] lr: 5.753e-02, eta: 4 days, 18:28:54, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2824, top5_acc: 0.5395, loss_cls: 3.2626, loss: 3.2626, grad_norm: 2.1572 2021-07-07 21:17:16,331 - mmaction - INFO - Epoch [19][440/1879] lr: 5.756e-02, eta: 4 days, 18:28:22, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.2801, top5_acc: 0.5312, loss_cls: 3.3098, loss: 3.3098, grad_norm: 2.1832 2021-07-07 21:17:33,860 - mmaction - INFO - Epoch [19][460/1879] lr: 5.759e-02, eta: 4 days, 18:27:51, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.2727, top5_acc: 0.5156, loss_cls: 3.3623, loss: 3.3623, grad_norm: 2.2101 2021-07-07 21:17:51,335 - mmaction - INFO - Epoch [19][480/1879] lr: 5.761e-02, eta: 4 days, 18:27:21, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.2953, top5_acc: 0.5355, loss_cls: 3.2629, loss: 3.2629, grad_norm: 2.1179 2021-07-07 21:18:08,779 - mmaction - INFO - Epoch [19][500/1879] lr: 5.764e-02, eta: 4 days, 18:26:49, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.2754, top5_acc: 0.5367, loss_cls: 3.3279, loss: 3.3279, grad_norm: 2.1794 2021-07-07 21:18:26,267 - mmaction - INFO - Epoch [19][520/1879] lr: 5.767e-02, eta: 4 days, 18:26:18, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.2973, top5_acc: 0.5570, loss_cls: 3.2279, loss: 3.2279, grad_norm: 2.1565 2021-07-07 21:18:43,679 - mmaction - INFO - Epoch [19][540/1879] lr: 5.770e-02, eta: 4 days, 18:25:46, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2902, top5_acc: 0.5543, loss_cls: 3.2774, loss: 3.2774, grad_norm: 2.1805 2021-07-07 21:19:01,042 - mmaction - INFO - Epoch [19][560/1879] lr: 5.772e-02, eta: 4 days, 18:25:14, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.2805, top5_acc: 0.5254, loss_cls: 3.3582, loss: 3.3582, grad_norm: 2.1731 2021-07-07 21:19:18,559 - mmaction - INFO - Epoch [19][580/1879] lr: 5.775e-02, eta: 4 days, 18:24:43, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2906, top5_acc: 0.5547, loss_cls: 3.2466, loss: 3.2466, grad_norm: 2.1622 2021-07-07 21:19:36,003 - mmaction - INFO - Epoch [19][600/1879] lr: 5.778e-02, eta: 4 days, 18:24:11, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.2824, top5_acc: 0.5137, loss_cls: 3.3575, loss: 3.3575, grad_norm: 2.1682 2021-07-07 21:19:53,493 - mmaction - INFO - Epoch [19][620/1879] lr: 5.781e-02, eta: 4 days, 18:23:41, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.2871, top5_acc: 0.5305, loss_cls: 3.3079, loss: 3.3079, grad_norm: 2.1407 2021-07-07 21:20:10,981 - mmaction - INFO - Epoch [19][640/1879] lr: 5.784e-02, eta: 4 days, 18:23:10, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.2871, top5_acc: 0.5250, loss_cls: 3.2932, loss: 3.2932, grad_norm: 2.1250 2021-07-07 21:20:28,605 - mmaction - INFO - Epoch [19][660/1879] lr: 5.786e-02, eta: 4 days, 18:22:41, time: 0.880, data_time: 0.001, memory: 6462, top1_acc: 0.2707, top5_acc: 0.5309, loss_cls: 3.3459, loss: 3.3459, grad_norm: 2.1386 2021-07-07 21:20:46,068 - mmaction - INFO - Epoch [19][680/1879] lr: 5.789e-02, eta: 4 days, 18:22:10, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2797, top5_acc: 0.5414, loss_cls: 3.3039, loss: 3.3039, grad_norm: 2.1428 2021-07-07 21:21:03,479 - mmaction - INFO - Epoch [19][700/1879] lr: 5.792e-02, eta: 4 days, 18:21:38, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.2898, top5_acc: 0.5500, loss_cls: 3.2682, loss: 3.2682, grad_norm: 2.1739 2021-07-07 21:21:20,958 - mmaction - INFO - Epoch [19][720/1879] lr: 5.795e-02, eta: 4 days, 18:21:07, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.2844, top5_acc: 0.5613, loss_cls: 3.2939, loss: 3.2939, grad_norm: 2.1405 2021-07-07 21:21:38,435 - mmaction - INFO - Epoch [19][740/1879] lr: 5.798e-02, eta: 4 days, 18:20:36, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.2984, top5_acc: 0.5359, loss_cls: 3.3212, loss: 3.3212, grad_norm: 2.1368 2021-07-07 21:21:56,017 - mmaction - INFO - Epoch [19][760/1879] lr: 5.800e-02, eta: 4 days, 18:20:06, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.2852, top5_acc: 0.5324, loss_cls: 3.3431, loss: 3.3431, grad_norm: 2.0955 2021-07-07 21:22:13,413 - mmaction - INFO - Epoch [19][780/1879] lr: 5.803e-02, eta: 4 days, 18:19:35, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2816, top5_acc: 0.5461, loss_cls: 3.2853, loss: 3.2853, grad_norm: 2.1313 2021-07-07 21:22:31,000 - mmaction - INFO - Epoch [19][800/1879] lr: 5.806e-02, eta: 4 days, 18:19:05, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.2918, top5_acc: 0.5473, loss_cls: 3.3096, loss: 3.3096, grad_norm: 2.2140 2021-07-07 21:22:48,490 - mmaction - INFO - Epoch [19][820/1879] lr: 5.809e-02, eta: 4 days, 18:18:35, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.2719, top5_acc: 0.5297, loss_cls: 3.3212, loss: 3.3212, grad_norm: 2.2395 2021-07-07 21:23:05,965 - mmaction - INFO - Epoch [19][840/1879] lr: 5.811e-02, eta: 4 days, 18:18:04, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.2805, top5_acc: 0.5270, loss_cls: 3.3328, loss: 3.3328, grad_norm: 2.1937 2021-07-07 21:23:23,606 - mmaction - INFO - Epoch [19][860/1879] lr: 5.814e-02, eta: 4 days, 18:17:34, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.2672, top5_acc: 0.5242, loss_cls: 3.3789, loss: 3.3789, grad_norm: 2.1730 2021-07-07 21:23:41,045 - mmaction - INFO - Epoch [19][880/1879] lr: 5.817e-02, eta: 4 days, 18:17:04, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2961, top5_acc: 0.5355, loss_cls: 3.2985, loss: 3.2985, grad_norm: 2.1741 2021-07-07 21:23:58,540 - mmaction - INFO - Epoch [19][900/1879] lr: 5.820e-02, eta: 4 days, 18:16:33, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.2977, top5_acc: 0.5395, loss_cls: 3.2777, loss: 3.2777, grad_norm: 2.1213 2021-07-07 21:24:15,914 - mmaction - INFO - Epoch [19][920/1879] lr: 5.823e-02, eta: 4 days, 18:16:01, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3008, top5_acc: 0.5371, loss_cls: 3.2904, loss: 3.2904, grad_norm: 2.2066 2021-07-07 21:24:33,322 - mmaction - INFO - Epoch [19][940/1879] lr: 5.825e-02, eta: 4 days, 18:15:29, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.2687, top5_acc: 0.5262, loss_cls: 3.3651, loss: 3.3651, grad_norm: 2.1411 2021-07-07 21:24:50,776 - mmaction - INFO - Epoch [19][960/1879] lr: 5.828e-02, eta: 4 days, 18:14:59, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3012, top5_acc: 0.5371, loss_cls: 3.2736, loss: 3.2736, grad_norm: 2.1630 2021-07-07 21:25:08,199 - mmaction - INFO - Epoch [19][980/1879] lr: 5.831e-02, eta: 4 days, 18:14:27, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3000, top5_acc: 0.5383, loss_cls: 3.3089, loss: 3.3089, grad_norm: 2.1524 2021-07-07 21:25:25,573 - mmaction - INFO - Epoch [19][1000/1879] lr: 5.834e-02, eta: 4 days, 18:13:55, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.2703, top5_acc: 0.5188, loss_cls: 3.3692, loss: 3.3692, grad_norm: 2.1425 2021-07-07 21:25:43,044 - mmaction - INFO - Epoch [19][1020/1879] lr: 5.836e-02, eta: 4 days, 18:13:24, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2875, top5_acc: 0.5391, loss_cls: 3.2856, loss: 3.2856, grad_norm: 2.1589 2021-07-07 21:26:00,585 - mmaction - INFO - Epoch [19][1040/1879] lr: 5.839e-02, eta: 4 days, 18:12:55, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.2879, top5_acc: 0.5359, loss_cls: 3.3238, loss: 3.3238, grad_norm: 2.1368 2021-07-07 21:26:18,033 - mmaction - INFO - Epoch [19][1060/1879] lr: 5.842e-02, eta: 4 days, 18:12:23, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2949, top5_acc: 0.5441, loss_cls: 3.2699, loss: 3.2699, grad_norm: 2.1267 2021-07-07 21:26:35,478 - mmaction - INFO - Epoch [19][1080/1879] lr: 5.845e-02, eta: 4 days, 18:11:52, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2766, top5_acc: 0.5430, loss_cls: 3.3078, loss: 3.3078, grad_norm: 2.1702 2021-07-07 21:26:53,090 - mmaction - INFO - Epoch [19][1100/1879] lr: 5.848e-02, eta: 4 days, 18:11:23, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.2887, top5_acc: 0.5434, loss_cls: 3.3113, loss: 3.3113, grad_norm: 2.1664 2021-07-07 21:27:10,442 - mmaction - INFO - Epoch [19][1120/1879] lr: 5.850e-02, eta: 4 days, 18:10:52, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.2891, top5_acc: 0.5266, loss_cls: 3.3037, loss: 3.3037, grad_norm: 2.1282 2021-07-07 21:27:27,899 - mmaction - INFO - Epoch [19][1140/1879] lr: 5.853e-02, eta: 4 days, 18:10:20, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2816, top5_acc: 0.5500, loss_cls: 3.3056, loss: 3.3056, grad_norm: 2.1971 2021-07-07 21:27:45,277 - mmaction - INFO - Epoch [19][1160/1879] lr: 5.856e-02, eta: 4 days, 18:09:49, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2672, top5_acc: 0.5168, loss_cls: 3.4070, loss: 3.4070, grad_norm: 2.1641 2021-07-07 21:28:02,693 - mmaction - INFO - Epoch [19][1180/1879] lr: 5.859e-02, eta: 4 days, 18:09:17, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.2707, top5_acc: 0.5254, loss_cls: 3.3564, loss: 3.3564, grad_norm: 2.1190 2021-07-07 21:28:20,062 - mmaction - INFO - Epoch [19][1200/1879] lr: 5.862e-02, eta: 4 days, 18:08:46, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3020, top5_acc: 0.5551, loss_cls: 3.2304, loss: 3.2304, grad_norm: 2.1223 2021-07-07 21:28:37,657 - mmaction - INFO - Epoch [19][1220/1879] lr: 5.864e-02, eta: 4 days, 18:08:16, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.2777, top5_acc: 0.5383, loss_cls: 3.3454, loss: 3.3454, grad_norm: 2.1770 2021-07-07 21:28:55,139 - mmaction - INFO - Epoch [19][1240/1879] lr: 5.867e-02, eta: 4 days, 18:07:45, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2887, top5_acc: 0.5348, loss_cls: 3.2954, loss: 3.2954, grad_norm: 2.1040 2021-07-07 21:29:12,654 - mmaction - INFO - Epoch [19][1260/1879] lr: 5.870e-02, eta: 4 days, 18:07:16, time: 0.878, data_time: 0.007, memory: 6462, top1_acc: 0.2934, top5_acc: 0.5367, loss_cls: 3.2715, loss: 3.2715, grad_norm: 2.1488 2021-07-07 21:29:30,033 - mmaction - INFO - Epoch [19][1280/1879] lr: 5.873e-02, eta: 4 days, 18:06:44, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.2645, top5_acc: 0.5285, loss_cls: 3.3675, loss: 3.3675, grad_norm: 2.1670 2021-07-07 21:29:47,573 - mmaction - INFO - Epoch [19][1300/1879] lr: 5.875e-02, eta: 4 days, 18:06:14, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.2848, top5_acc: 0.5270, loss_cls: 3.3588, loss: 3.3588, grad_norm: 2.0993 2021-07-07 21:30:04,991 - mmaction - INFO - Epoch [19][1320/1879] lr: 5.878e-02, eta: 4 days, 18:05:43, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2875, top5_acc: 0.5516, loss_cls: 3.2669, loss: 3.2669, grad_norm: 2.1640 2021-07-07 21:30:22,499 - mmaction - INFO - Epoch [19][1340/1879] lr: 5.881e-02, eta: 4 days, 18:05:13, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.2910, top5_acc: 0.5309, loss_cls: 3.2712, loss: 3.2712, grad_norm: 2.2050 2021-07-07 21:30:40,111 - mmaction - INFO - Epoch [19][1360/1879] lr: 5.884e-02, eta: 4 days, 18:04:44, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.2738, top5_acc: 0.5215, loss_cls: 3.3426, loss: 3.3426, grad_norm: 2.2204 2021-07-07 21:30:57,555 - mmaction - INFO - Epoch [19][1380/1879] lr: 5.887e-02, eta: 4 days, 18:04:14, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3027, top5_acc: 0.5465, loss_cls: 3.2654, loss: 3.2654, grad_norm: 2.2181 2021-07-07 21:31:14,944 - mmaction - INFO - Epoch [19][1400/1879] lr: 5.889e-02, eta: 4 days, 18:03:42, time: 0.867, data_time: 0.000, memory: 6462, top1_acc: 0.2824, top5_acc: 0.5234, loss_cls: 3.3228, loss: 3.3228, grad_norm: 2.1314 2021-07-07 21:31:32,446 - mmaction - INFO - Epoch [19][1420/1879] lr: 5.892e-02, eta: 4 days, 18:03:13, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.2969, top5_acc: 0.5324, loss_cls: 3.3263, loss: 3.3263, grad_norm: 2.1610 2021-07-07 21:31:49,899 - mmaction - INFO - Epoch [19][1440/1879] lr: 5.895e-02, eta: 4 days, 18:02:41, time: 0.870, data_time: 0.008, memory: 6462, top1_acc: 0.2805, top5_acc: 0.5250, loss_cls: 3.3964, loss: 3.3964, grad_norm: 2.1236 2021-07-07 21:32:07,411 - mmaction - INFO - Epoch [19][1460/1879] lr: 5.898e-02, eta: 4 days, 18:02:11, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.2949, top5_acc: 0.5383, loss_cls: 3.2969, loss: 3.2969, grad_norm: 2.1276 2021-07-07 21:32:24,876 - mmaction - INFO - Epoch [19][1480/1879] lr: 5.900e-02, eta: 4 days, 18:01:41, time: 0.874, data_time: 0.009, memory: 6462, top1_acc: 0.2852, top5_acc: 0.5344, loss_cls: 3.3213, loss: 3.3213, grad_norm: 2.1243 2021-07-07 21:32:42,327 - mmaction - INFO - Epoch [19][1500/1879] lr: 5.903e-02, eta: 4 days, 18:01:11, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2930, top5_acc: 0.5180, loss_cls: 3.3346, loss: 3.3346, grad_norm: 2.1426 2021-07-07 21:32:59,953 - mmaction - INFO - Epoch [19][1520/1879] lr: 5.906e-02, eta: 4 days, 18:00:42, time: 0.880, data_time: 0.015, memory: 6462, top1_acc: 0.2754, top5_acc: 0.5371, loss_cls: 3.3451, loss: 3.3451, grad_norm: 2.1339 2021-07-07 21:33:17,356 - mmaction - INFO - Epoch [19][1540/1879] lr: 5.909e-02, eta: 4 days, 18:00:11, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2883, top5_acc: 0.5437, loss_cls: 3.2830, loss: 3.2830, grad_norm: 2.1023 2021-07-07 21:33:34,918 - mmaction - INFO - Epoch [19][1560/1879] lr: 5.912e-02, eta: 4 days, 17:59:42, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.2832, top5_acc: 0.5316, loss_cls: 3.3594, loss: 3.3594, grad_norm: 2.1698 2021-07-07 21:33:52,278 - mmaction - INFO - Epoch [19][1580/1879] lr: 5.914e-02, eta: 4 days, 17:59:10, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.2656, top5_acc: 0.5164, loss_cls: 3.3835, loss: 3.3835, grad_norm: 2.1896 2021-07-07 21:34:09,783 - mmaction - INFO - Epoch [19][1600/1879] lr: 5.917e-02, eta: 4 days, 17:58:40, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3047, top5_acc: 0.5551, loss_cls: 3.2650, loss: 3.2650, grad_norm: 2.1324 2021-07-07 21:34:27,336 - mmaction - INFO - Epoch [19][1620/1879] lr: 5.920e-02, eta: 4 days, 17:58:11, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.2922, top5_acc: 0.5375, loss_cls: 3.2896, loss: 3.2896, grad_norm: 2.1836 2021-07-07 21:34:44,844 - mmaction - INFO - Epoch [19][1640/1879] lr: 5.923e-02, eta: 4 days, 17:57:41, time: 0.874, data_time: 0.010, memory: 6462, top1_acc: 0.2879, top5_acc: 0.5332, loss_cls: 3.3363, loss: 3.3363, grad_norm: 2.1640 2021-07-07 21:35:02,234 - mmaction - INFO - Epoch [19][1660/1879] lr: 5.926e-02, eta: 4 days, 17:57:10, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2969, top5_acc: 0.5418, loss_cls: 3.2452, loss: 3.2452, grad_norm: 2.1397 2021-07-07 21:35:19,537 - mmaction - INFO - Epoch [19][1680/1879] lr: 5.928e-02, eta: 4 days, 17:56:37, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.2969, top5_acc: 0.5555, loss_cls: 3.2554, loss: 3.2554, grad_norm: 2.1120 2021-07-07 21:35:37,153 - mmaction - INFO - Epoch [19][1700/1879] lr: 5.931e-02, eta: 4 days, 17:56:09, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.2805, top5_acc: 0.5355, loss_cls: 3.3301, loss: 3.3301, grad_norm: 2.1275 2021-07-07 21:35:54,625 - mmaction - INFO - Epoch [19][1720/1879] lr: 5.934e-02, eta: 4 days, 17:55:39, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2793, top5_acc: 0.5223, loss_cls: 3.3558, loss: 3.3558, grad_norm: 2.1189 2021-07-07 21:36:12,216 - mmaction - INFO - Epoch [19][1740/1879] lr: 5.937e-02, eta: 4 days, 17:55:10, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.2754, top5_acc: 0.5215, loss_cls: 3.3301, loss: 3.3301, grad_norm: 2.0946 2021-07-07 21:36:29,734 - mmaction - INFO - Epoch [19][1760/1879] lr: 5.939e-02, eta: 4 days, 17:54:40, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.2926, top5_acc: 0.5535, loss_cls: 3.2625, loss: 3.2625, grad_norm: 2.1821 2021-07-07 21:36:47,229 - mmaction - INFO - Epoch [19][1780/1879] lr: 5.942e-02, eta: 4 days, 17:54:10, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2895, top5_acc: 0.5469, loss_cls: 3.3077, loss: 3.3077, grad_norm: 2.1623 2021-07-07 21:37:04,697 - mmaction - INFO - Epoch [19][1800/1879] lr: 5.945e-02, eta: 4 days, 17:53:41, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.2844, top5_acc: 0.5281, loss_cls: 3.3734, loss: 3.3734, grad_norm: 2.1450 2021-07-07 21:37:22,156 - mmaction - INFO - Epoch [19][1820/1879] lr: 5.948e-02, eta: 4 days, 17:53:10, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.2852, top5_acc: 0.5371, loss_cls: 3.3152, loss: 3.3152, grad_norm: 2.0816 2021-07-07 21:37:39,635 - mmaction - INFO - Epoch [19][1840/1879] lr: 5.951e-02, eta: 4 days, 17:52:40, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.2832, top5_acc: 0.5297, loss_cls: 3.3494, loss: 3.3494, grad_norm: 2.1422 2021-07-07 21:37:57,066 - mmaction - INFO - Epoch [19][1860/1879] lr: 5.953e-02, eta: 4 days, 17:52:09, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2887, top5_acc: 0.5332, loss_cls: 3.3108, loss: 3.3108, grad_norm: 2.1269 2021-07-07 21:39:49,947 - mmaction - INFO - Epoch [20][20/1879] lr: 5.950e-02, eta: 4 days, 18:03:28, time: 4.662, data_time: 3.469, memory: 6462, top1_acc: 0.2883, top5_acc: 0.5324, loss_cls: 3.3092, loss: 3.3092, grad_norm: 2.1381 2021-07-07 21:40:07,281 - mmaction - INFO - Epoch [20][40/1879] lr: 5.953e-02, eta: 4 days, 18:02:56, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.2898, top5_acc: 0.5434, loss_cls: 3.2768, loss: 3.2768, grad_norm: 2.1604 2021-07-07 21:40:24,696 - mmaction - INFO - Epoch [20][60/1879] lr: 5.956e-02, eta: 4 days, 18:02:25, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3004, top5_acc: 0.5531, loss_cls: 3.2218, loss: 3.2218, grad_norm: 2.1234 2021-07-07 21:40:42,041 - mmaction - INFO - Epoch [20][80/1879] lr: 5.959e-02, eta: 4 days, 18:01:52, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.2871, top5_acc: 0.5309, loss_cls: 3.3097, loss: 3.3097, grad_norm: 2.1521 2021-07-07 21:40:59,366 - mmaction - INFO - Epoch [20][100/1879] lr: 5.962e-02, eta: 4 days, 18:01:20, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.2953, top5_acc: 0.5484, loss_cls: 3.2262, loss: 3.2262, grad_norm: 2.1121 2021-07-07 21:41:16,744 - mmaction - INFO - Epoch [20][120/1879] lr: 5.964e-02, eta: 4 days, 18:00:49, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.2797, top5_acc: 0.5320, loss_cls: 3.3506, loss: 3.3506, grad_norm: 2.1909 2021-07-07 21:41:34,262 - mmaction - INFO - Epoch [20][140/1879] lr: 5.967e-02, eta: 4 days, 18:00:19, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.2613, top5_acc: 0.5086, loss_cls: 3.3881, loss: 3.3881, grad_norm: 2.1717 2021-07-07 21:41:51,744 - mmaction - INFO - Epoch [20][160/1879] lr: 5.970e-02, eta: 4 days, 17:59:48, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2859, top5_acc: 0.5266, loss_cls: 3.3508, loss: 3.3508, grad_norm: 2.1397 2021-07-07 21:42:09,119 - mmaction - INFO - Epoch [20][180/1879] lr: 5.973e-02, eta: 4 days, 17:59:17, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3008, top5_acc: 0.5578, loss_cls: 3.2278, loss: 3.2278, grad_norm: 2.1341 2021-07-07 21:42:26,644 - mmaction - INFO - Epoch [20][200/1879] lr: 5.975e-02, eta: 4 days, 17:58:47, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3043, top5_acc: 0.5543, loss_cls: 3.2577, loss: 3.2577, grad_norm: 2.1344 2021-07-07 21:42:44,040 - mmaction - INFO - Epoch [20][220/1879] lr: 5.978e-02, eta: 4 days, 17:58:16, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2914, top5_acc: 0.5668, loss_cls: 3.2334, loss: 3.2334, grad_norm: 2.1308 2021-07-07 21:43:01,528 - mmaction - INFO - Epoch [20][240/1879] lr: 5.981e-02, eta: 4 days, 17:57:45, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2883, top5_acc: 0.5344, loss_cls: 3.3188, loss: 3.3188, grad_norm: 2.1552 2021-07-07 21:43:18,893 - mmaction - INFO - Epoch [20][260/1879] lr: 5.984e-02, eta: 4 days, 17:57:14, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.2926, top5_acc: 0.5391, loss_cls: 3.2616, loss: 3.2616, grad_norm: 2.1668 2021-07-07 21:43:36,413 - mmaction - INFO - Epoch [20][280/1879] lr: 5.987e-02, eta: 4 days, 17:56:44, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3047, top5_acc: 0.5590, loss_cls: 3.2031, loss: 3.2031, grad_norm: 2.1986 2021-07-07 21:43:53,901 - mmaction - INFO - Epoch [20][300/1879] lr: 5.989e-02, eta: 4 days, 17:56:14, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.2871, top5_acc: 0.5293, loss_cls: 3.3260, loss: 3.3260, grad_norm: 2.1374 2021-07-07 21:44:11,435 - mmaction - INFO - Epoch [20][320/1879] lr: 5.992e-02, eta: 4 days, 17:55:44, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3051, top5_acc: 0.5602, loss_cls: 3.2486, loss: 3.2486, grad_norm: 2.1048 2021-07-07 21:44:28,822 - mmaction - INFO - Epoch [20][340/1879] lr: 5.995e-02, eta: 4 days, 17:55:14, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2969, top5_acc: 0.5574, loss_cls: 3.1848, loss: 3.1848, grad_norm: 2.1787 2021-07-07 21:44:46,318 - mmaction - INFO - Epoch [20][360/1879] lr: 5.998e-02, eta: 4 days, 17:54:43, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2695, top5_acc: 0.5312, loss_cls: 3.3520, loss: 3.3520, grad_norm: 2.1749 2021-07-07 21:45:03,926 - mmaction - INFO - Epoch [20][380/1879] lr: 6.001e-02, eta: 4 days, 17:54:15, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.2902, top5_acc: 0.5371, loss_cls: 3.2573, loss: 3.2573, grad_norm: 2.1525 2021-07-07 21:45:21,308 - mmaction - INFO - Epoch [20][400/1879] lr: 6.003e-02, eta: 4 days, 17:53:44, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.2898, top5_acc: 0.5480, loss_cls: 3.2540, loss: 3.2540, grad_norm: 2.1524 2021-07-07 21:45:38,919 - mmaction - INFO - Epoch [20][420/1879] lr: 6.006e-02, eta: 4 days, 17:53:14, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.2918, top5_acc: 0.5324, loss_cls: 3.3117, loss: 3.3117, grad_norm: 2.2188 2021-07-07 21:45:56,303 - mmaction - INFO - Epoch [20][440/1879] lr: 6.009e-02, eta: 4 days, 17:52:43, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.2902, top5_acc: 0.5340, loss_cls: 3.2907, loss: 3.2907, grad_norm: 2.1165 2021-07-07 21:46:13,854 - mmaction - INFO - Epoch [20][460/1879] lr: 6.012e-02, eta: 4 days, 17:52:14, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5563, loss_cls: 3.2373, loss: 3.2373, grad_norm: 2.1278 2021-07-07 21:46:31,422 - mmaction - INFO - Epoch [20][480/1879] lr: 6.014e-02, eta: 4 days, 17:51:45, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.2949, top5_acc: 0.5441, loss_cls: 3.2439, loss: 3.2439, grad_norm: 2.1447 2021-07-07 21:46:48,897 - mmaction - INFO - Epoch [20][500/1879] lr: 6.017e-02, eta: 4 days, 17:51:15, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2906, top5_acc: 0.5426, loss_cls: 3.2307, loss: 3.2307, grad_norm: 2.1781 2021-07-07 21:47:06,309 - mmaction - INFO - Epoch [20][520/1879] lr: 6.020e-02, eta: 4 days, 17:50:44, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2820, top5_acc: 0.5301, loss_cls: 3.3374, loss: 3.3374, grad_norm: 2.1241 2021-07-07 21:47:23,783 - mmaction - INFO - Epoch [20][540/1879] lr: 6.023e-02, eta: 4 days, 17:50:14, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5520, loss_cls: 3.2173, loss: 3.2173, grad_norm: 2.1309 2021-07-07 21:47:41,196 - mmaction - INFO - Epoch [20][560/1879] lr: 6.026e-02, eta: 4 days, 17:49:43, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3039, top5_acc: 0.5531, loss_cls: 3.2120, loss: 3.2120, grad_norm: 2.2002 2021-07-07 21:47:58,712 - mmaction - INFO - Epoch [20][580/1879] lr: 6.028e-02, eta: 4 days, 17:49:14, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5430, loss_cls: 3.2617, loss: 3.2617, grad_norm: 2.1677 2021-07-07 21:48:16,080 - mmaction - INFO - Epoch [20][600/1879] lr: 6.031e-02, eta: 4 days, 17:48:42, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.2852, top5_acc: 0.5363, loss_cls: 3.3250, loss: 3.3250, grad_norm: 2.1456 2021-07-07 21:48:33,597 - mmaction - INFO - Epoch [20][620/1879] lr: 6.034e-02, eta: 4 days, 17:48:12, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5512, loss_cls: 3.2647, loss: 3.2647, grad_norm: 2.1394 2021-07-07 21:48:50,986 - mmaction - INFO - Epoch [20][640/1879] lr: 6.037e-02, eta: 4 days, 17:47:41, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5422, loss_cls: 3.2352, loss: 3.2352, grad_norm: 2.1031 2021-07-07 21:49:08,413 - mmaction - INFO - Epoch [20][660/1879] lr: 6.039e-02, eta: 4 days, 17:47:11, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3098, top5_acc: 0.5520, loss_cls: 3.2397, loss: 3.2397, grad_norm: 2.1439 2021-07-07 21:49:25,736 - mmaction - INFO - Epoch [20][680/1879] lr: 6.042e-02, eta: 4 days, 17:46:39, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.2867, top5_acc: 0.5352, loss_cls: 3.3038, loss: 3.3038, grad_norm: 2.1858 2021-07-07 21:49:43,202 - mmaction - INFO - Epoch [20][700/1879] lr: 6.045e-02, eta: 4 days, 17:46:08, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.2887, top5_acc: 0.5523, loss_cls: 3.2086, loss: 3.2086, grad_norm: 2.1766 2021-07-07 21:50:00,594 - mmaction - INFO - Epoch [20][720/1879] lr: 6.048e-02, eta: 4 days, 17:45:38, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2844, top5_acc: 0.5320, loss_cls: 3.3455, loss: 3.3455, grad_norm: 2.2189 2021-07-07 21:50:18,164 - mmaction - INFO - Epoch [20][740/1879] lr: 6.051e-02, eta: 4 days, 17:45:08, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.2707, top5_acc: 0.5242, loss_cls: 3.3652, loss: 3.3652, grad_norm: 2.1682 2021-07-07 21:50:35,589 - mmaction - INFO - Epoch [20][760/1879] lr: 6.053e-02, eta: 4 days, 17:44:38, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3219, top5_acc: 0.5664, loss_cls: 3.1572, loss: 3.1572, grad_norm: 2.0963 2021-07-07 21:50:52,988 - mmaction - INFO - Epoch [20][780/1879] lr: 6.056e-02, eta: 4 days, 17:44:07, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2953, top5_acc: 0.5414, loss_cls: 3.2638, loss: 3.2638, grad_norm: 2.1941 2021-07-07 21:51:10,433 - mmaction - INFO - Epoch [20][800/1879] lr: 6.059e-02, eta: 4 days, 17:43:37, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.2891, top5_acc: 0.5391, loss_cls: 3.2963, loss: 3.2963, grad_norm: 2.1426 2021-07-07 21:51:27,953 - mmaction - INFO - Epoch [20][820/1879] lr: 6.062e-02, eta: 4 days, 17:43:07, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5633, loss_cls: 3.1816, loss: 3.1816, grad_norm: 2.1765 2021-07-07 21:51:45,344 - mmaction - INFO - Epoch [20][840/1879] lr: 6.064e-02, eta: 4 days, 17:42:37, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5668, loss_cls: 3.1914, loss: 3.1914, grad_norm: 2.1507 2021-07-07 21:52:02,746 - mmaction - INFO - Epoch [20][860/1879] lr: 6.067e-02, eta: 4 days, 17:42:05, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3012, top5_acc: 0.5465, loss_cls: 3.2874, loss: 3.2874, grad_norm: 2.1776 2021-07-07 21:52:20,151 - mmaction - INFO - Epoch [20][880/1879] lr: 6.070e-02, eta: 4 days, 17:41:34, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.2832, top5_acc: 0.5387, loss_cls: 3.3426, loss: 3.3426, grad_norm: 2.1409 2021-07-07 21:52:37,467 - mmaction - INFO - Epoch [20][900/1879] lr: 6.073e-02, eta: 4 days, 17:41:03, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.2875, top5_acc: 0.5484, loss_cls: 3.2775, loss: 3.2775, grad_norm: 2.1335 2021-07-07 21:52:54,817 - mmaction - INFO - Epoch [20][920/1879] lr: 6.076e-02, eta: 4 days, 17:40:32, time: 0.868, data_time: 0.006, memory: 6462, top1_acc: 0.3051, top5_acc: 0.5492, loss_cls: 3.2306, loss: 3.2306, grad_norm: 2.1900 2021-07-07 21:53:12,253 - mmaction - INFO - Epoch [20][940/1879] lr: 6.078e-02, eta: 4 days, 17:40:02, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3016, top5_acc: 0.5504, loss_cls: 3.2160, loss: 3.2160, grad_norm: 2.1254 2021-07-07 21:53:29,702 - mmaction - INFO - Epoch [20][960/1879] lr: 6.081e-02, eta: 4 days, 17:39:31, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3012, top5_acc: 0.5430, loss_cls: 3.2496, loss: 3.2496, grad_norm: 2.1716 2021-07-07 21:53:47,076 - mmaction - INFO - Epoch [20][980/1879] lr: 6.084e-02, eta: 4 days, 17:39:00, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.2871, top5_acc: 0.5621, loss_cls: 3.2216, loss: 3.2216, grad_norm: 2.2239 2021-07-07 21:54:04,547 - mmaction - INFO - Epoch [20][1000/1879] lr: 6.087e-02, eta: 4 days, 17:38:31, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3063, top5_acc: 0.5535, loss_cls: 3.2326, loss: 3.2326, grad_norm: 2.1852 2021-07-07 21:54:21,999 - mmaction - INFO - Epoch [20][1020/1879] lr: 6.089e-02, eta: 4 days, 17:38:01, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.2832, top5_acc: 0.5426, loss_cls: 3.2890, loss: 3.2890, grad_norm: 2.2051 2021-07-07 21:54:39,602 - mmaction - INFO - Epoch [20][1040/1879] lr: 6.092e-02, eta: 4 days, 17:37:32, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.2930, top5_acc: 0.5605, loss_cls: 3.2184, loss: 3.2184, grad_norm: 2.1451 2021-07-07 21:54:56,987 - mmaction - INFO - Epoch [20][1060/1879] lr: 6.095e-02, eta: 4 days, 17:37:01, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.2953, top5_acc: 0.5633, loss_cls: 3.2299, loss: 3.2299, grad_norm: 2.2158 2021-07-07 21:55:14,434 - mmaction - INFO - Epoch [20][1080/1879] lr: 6.098e-02, eta: 4 days, 17:36:31, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.2938, top5_acc: 0.5539, loss_cls: 3.2354, loss: 3.2354, grad_norm: 2.1249 2021-07-07 21:55:31,733 - mmaction - INFO - Epoch [20][1100/1879] lr: 6.101e-02, eta: 4 days, 17:35:59, time: 0.867, data_time: 0.006, memory: 6462, top1_acc: 0.2828, top5_acc: 0.5305, loss_cls: 3.3140, loss: 3.3140, grad_norm: 2.1362 2021-07-07 21:55:49,126 - mmaction - INFO - Epoch [20][1120/1879] lr: 6.103e-02, eta: 4 days, 17:35:28, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.3090, top5_acc: 0.5539, loss_cls: 3.2340, loss: 3.2340, grad_norm: 2.1745 2021-07-07 21:56:06,472 - mmaction - INFO - Epoch [20][1140/1879] lr: 6.106e-02, eta: 4 days, 17:34:58, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.2687, top5_acc: 0.5293, loss_cls: 3.3481, loss: 3.3481, grad_norm: 2.1533 2021-07-07 21:56:24,025 - mmaction - INFO - Epoch [20][1160/1879] lr: 6.109e-02, eta: 4 days, 17:34:29, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.2879, top5_acc: 0.5309, loss_cls: 3.2800, loss: 3.2800, grad_norm: 2.1242 2021-07-07 21:56:41,433 - mmaction - INFO - Epoch [20][1180/1879] lr: 6.112e-02, eta: 4 days, 17:33:59, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3074, top5_acc: 0.5543, loss_cls: 3.2133, loss: 3.2133, grad_norm: 2.1464 2021-07-07 21:56:58,964 - mmaction - INFO - Epoch [20][1200/1879] lr: 6.114e-02, eta: 4 days, 17:33:29, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2992, top5_acc: 0.5621, loss_cls: 3.2219, loss: 3.2219, grad_norm: 2.1707 2021-07-07 21:57:16,331 - mmaction - INFO - Epoch [20][1220/1879] lr: 6.117e-02, eta: 4 days, 17:32:59, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.2875, top5_acc: 0.5375, loss_cls: 3.2823, loss: 3.2823, grad_norm: 2.1824 2021-07-07 21:57:33,727 - mmaction - INFO - Epoch [20][1240/1879] lr: 6.120e-02, eta: 4 days, 17:32:28, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.2867, top5_acc: 0.5422, loss_cls: 3.3226, loss: 3.3226, grad_norm: 2.1777 2021-07-07 21:57:51,198 - mmaction - INFO - Epoch [20][1260/1879] lr: 6.123e-02, eta: 4 days, 17:31:58, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.2902, top5_acc: 0.5410, loss_cls: 3.2894, loss: 3.2894, grad_norm: 2.1092 2021-07-07 21:58:08,680 - mmaction - INFO - Epoch [20][1280/1879] lr: 6.126e-02, eta: 4 days, 17:31:28, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5539, loss_cls: 3.1965, loss: 3.1965, grad_norm: 2.1114 2021-07-07 21:58:26,151 - mmaction - INFO - Epoch [20][1300/1879] lr: 6.128e-02, eta: 4 days, 17:30:59, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.2930, top5_acc: 0.5586, loss_cls: 3.2224, loss: 3.2224, grad_norm: 2.1405 2021-07-07 21:58:43,485 - mmaction - INFO - Epoch [20][1320/1879] lr: 6.131e-02, eta: 4 days, 17:30:28, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.2945, top5_acc: 0.5492, loss_cls: 3.2582, loss: 3.2582, grad_norm: 2.1393 2021-07-07 21:59:01,005 - mmaction - INFO - Epoch [20][1340/1879] lr: 6.134e-02, eta: 4 days, 17:29:58, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2953, top5_acc: 0.5410, loss_cls: 3.2557, loss: 3.2557, grad_norm: 2.1370 2021-07-07 21:59:18,428 - mmaction - INFO - Epoch [20][1360/1879] lr: 6.137e-02, eta: 4 days, 17:29:28, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2926, top5_acc: 0.5469, loss_cls: 3.2690, loss: 3.2690, grad_norm: 2.1500 2021-07-07 21:59:35,906 - mmaction - INFO - Epoch [20][1380/1879] lr: 6.139e-02, eta: 4 days, 17:28:59, time: 0.874, data_time: 0.009, memory: 6462, top1_acc: 0.2930, top5_acc: 0.5508, loss_cls: 3.2674, loss: 3.2674, grad_norm: 2.1306 2021-07-07 21:59:53,437 - mmaction - INFO - Epoch [20][1400/1879] lr: 6.142e-02, eta: 4 days, 17:28:30, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.2852, top5_acc: 0.5301, loss_cls: 3.3319, loss: 3.3319, grad_norm: 2.1329 2021-07-07 22:00:10,886 - mmaction - INFO - Epoch [20][1420/1879] lr: 6.145e-02, eta: 4 days, 17:28:00, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3184, top5_acc: 0.5648, loss_cls: 3.1697, loss: 3.1697, grad_norm: 2.1419 2021-07-07 22:00:28,316 - mmaction - INFO - Epoch [20][1440/1879] lr: 6.148e-02, eta: 4 days, 17:27:30, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.2953, top5_acc: 0.5551, loss_cls: 3.2202, loss: 3.2202, grad_norm: 2.1575 2021-07-07 22:00:45,743 - mmaction - INFO - Epoch [20][1460/1879] lr: 6.151e-02, eta: 4 days, 17:27:00, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3047, top5_acc: 0.5500, loss_cls: 3.2190, loss: 3.2190, grad_norm: 2.1169 2021-07-07 22:01:03,233 - mmaction - INFO - Epoch [20][1480/1879] lr: 6.153e-02, eta: 4 days, 17:26:31, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3043, top5_acc: 0.5516, loss_cls: 3.2614, loss: 3.2614, grad_norm: 2.1256 2021-07-07 22:01:20,702 - mmaction - INFO - Epoch [20][1500/1879] lr: 6.156e-02, eta: 4 days, 17:26:01, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5660, loss_cls: 3.2033, loss: 3.2033, grad_norm: 2.1377 2021-07-07 22:01:38,113 - mmaction - INFO - Epoch [20][1520/1879] lr: 6.159e-02, eta: 4 days, 17:25:31, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.2828, top5_acc: 0.5297, loss_cls: 3.3549, loss: 3.3549, grad_norm: 2.1241 2021-07-07 22:01:55,530 - mmaction - INFO - Epoch [20][1540/1879] lr: 6.162e-02, eta: 4 days, 17:25:01, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2820, top5_acc: 0.5367, loss_cls: 3.3147, loss: 3.3147, grad_norm: 2.2060 2021-07-07 22:02:13,009 - mmaction - INFO - Epoch [20][1560/1879] lr: 6.164e-02, eta: 4 days, 17:24:31, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2715, top5_acc: 0.5516, loss_cls: 3.2616, loss: 3.2616, grad_norm: 2.1510 2021-07-07 22:02:30,540 - mmaction - INFO - Epoch [20][1580/1879] lr: 6.167e-02, eta: 4 days, 17:24:03, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.2996, top5_acc: 0.5406, loss_cls: 3.2564, loss: 3.2564, grad_norm: 2.0972 2021-07-07 22:02:48,010 - mmaction - INFO - Epoch [20][1600/1879] lr: 6.170e-02, eta: 4 days, 17:23:33, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2848, top5_acc: 0.5430, loss_cls: 3.2861, loss: 3.2861, grad_norm: 2.1556 2021-07-07 22:03:05,468 - mmaction - INFO - Epoch [20][1620/1879] lr: 6.173e-02, eta: 4 days, 17:23:04, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.2938, top5_acc: 0.5578, loss_cls: 3.2387, loss: 3.2387, grad_norm: 2.1922 2021-07-07 22:03:22,907 - mmaction - INFO - Epoch [20][1640/1879] lr: 6.176e-02, eta: 4 days, 17:22:34, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2980, top5_acc: 0.5531, loss_cls: 3.2553, loss: 3.2553, grad_norm: 2.1832 2021-07-07 22:03:40,331 - mmaction - INFO - Epoch [20][1660/1879] lr: 6.178e-02, eta: 4 days, 17:22:04, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2938, top5_acc: 0.5477, loss_cls: 3.2603, loss: 3.2603, grad_norm: 2.1477 2021-07-07 22:03:57,847 - mmaction - INFO - Epoch [20][1680/1879] lr: 6.181e-02, eta: 4 days, 17:21:35, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3109, top5_acc: 0.5551, loss_cls: 3.2370, loss: 3.2370, grad_norm: 2.1336 2021-07-07 22:04:15,283 - mmaction - INFO - Epoch [20][1700/1879] lr: 6.184e-02, eta: 4 days, 17:21:05, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5535, loss_cls: 3.2514, loss: 3.2514, grad_norm: 2.1166 2021-07-07 22:04:32,708 - mmaction - INFO - Epoch [20][1720/1879] lr: 6.187e-02, eta: 4 days, 17:20:35, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.2977, top5_acc: 0.5395, loss_cls: 3.2537, loss: 3.2537, grad_norm: 2.1810 2021-07-07 22:04:50,056 - mmaction - INFO - Epoch [20][1740/1879] lr: 6.190e-02, eta: 4 days, 17:20:04, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5574, loss_cls: 3.1905, loss: 3.1905, grad_norm: 2.1303 2021-07-07 22:05:07,532 - mmaction - INFO - Epoch [20][1760/1879] lr: 6.192e-02, eta: 4 days, 17:19:35, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3027, top5_acc: 0.5574, loss_cls: 3.2095, loss: 3.2095, grad_norm: 2.0974 2021-07-07 22:05:24,908 - mmaction - INFO - Epoch [20][1780/1879] lr: 6.195e-02, eta: 4 days, 17:19:04, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.2828, top5_acc: 0.5273, loss_cls: 3.3371, loss: 3.3371, grad_norm: 2.1323 2021-07-07 22:05:42,299 - mmaction - INFO - Epoch [20][1800/1879] lr: 6.198e-02, eta: 4 days, 17:18:35, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2867, top5_acc: 0.5437, loss_cls: 3.2690, loss: 3.2690, grad_norm: 2.1640 2021-07-07 22:05:59,820 - mmaction - INFO - Epoch [20][1820/1879] lr: 6.201e-02, eta: 4 days, 17:18:05, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2762, top5_acc: 0.5406, loss_cls: 3.2992, loss: 3.2992, grad_norm: 2.2191 2021-07-07 22:06:17,156 - mmaction - INFO - Epoch [20][1840/1879] lr: 6.203e-02, eta: 4 days, 17:17:35, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.2840, top5_acc: 0.5406, loss_cls: 3.2483, loss: 3.2483, grad_norm: 2.1625 2021-07-07 22:06:34,620 - mmaction - INFO - Epoch [20][1860/1879] lr: 6.206e-02, eta: 4 days, 17:17:05, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2926, top5_acc: 0.5406, loss_cls: 3.3078, loss: 3.3078, grad_norm: 2.1148 2021-07-07 22:10:48,207 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-07 22:10:49,052 - mmaction - INFO - top1_acc 0.3538 top5_acc 0.6252 2021-07-07 22:10:49,052 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-07 22:10:49,099 - mmaction - INFO - mean_acc 0.3537 2021-07-07 22:10:49,800 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_20.pth. 2021-07-07 22:10:49,800 - mmaction - INFO - Best top1_acc is 0.3538 at 20 epoch. 2021-07-07 22:10:49,820 - mmaction - INFO - Saving checkpoint at 20 epochs 2021-07-07 22:10:50,542 - mmaction - INFO - Epoch(val) [20][155] top1_acc: 0.3538, top5_acc: 0.6252, mean_class_accuracy: 0.3537 2021-07-07 22:12:49,907 - mmaction - INFO - Epoch [21][20/1879] lr: 6.202e-02, eta: 4 days, 17:32:53, time: 5.965, data_time: 5.087, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5699, loss_cls: 3.1555, loss: 3.1555, grad_norm: 2.1180 2021-07-07 22:13:06,991 - mmaction - INFO - Epoch [21][40/1879] lr: 6.205e-02, eta: 4 days, 17:32:18, time: 0.852, data_time: 0.008, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5609, loss_cls: 3.1973, loss: 3.1973, grad_norm: 2.1237 2021-07-07 22:13:24,107 - mmaction - INFO - Epoch [21][60/1879] lr: 6.208e-02, eta: 4 days, 17:31:44, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.2883, top5_acc: 0.5359, loss_cls: 3.3187, loss: 3.3187, grad_norm: 2.1557 2021-07-07 22:13:41,253 - mmaction - INFO - Epoch [21][80/1879] lr: 6.211e-02, eta: 4 days, 17:31:11, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.2957, top5_acc: 0.5605, loss_cls: 3.1945, loss: 3.1945, grad_norm: 2.1132 2021-07-07 22:13:58,640 - mmaction - INFO - Epoch [21][100/1879] lr: 6.214e-02, eta: 4 days, 17:30:40, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2781, top5_acc: 0.5391, loss_cls: 3.2757, loss: 3.2757, grad_norm: 2.1922 2021-07-07 22:14:16,145 - mmaction - INFO - Epoch [21][120/1879] lr: 6.216e-02, eta: 4 days, 17:30:10, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.2984, top5_acc: 0.5520, loss_cls: 3.2230, loss: 3.2230, grad_norm: 2.1465 2021-07-07 22:14:33,586 - mmaction - INFO - Epoch [21][140/1879] lr: 6.219e-02, eta: 4 days, 17:29:41, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3051, top5_acc: 0.5543, loss_cls: 3.2189, loss: 3.2189, grad_norm: 2.1841 2021-07-07 22:14:51,013 - mmaction - INFO - Epoch [21][160/1879] lr: 6.222e-02, eta: 4 days, 17:29:10, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3063, top5_acc: 0.5539, loss_cls: 3.1827, loss: 3.1827, grad_norm: 2.1290 2021-07-07 22:15:08,461 - mmaction - INFO - Epoch [21][180/1879] lr: 6.225e-02, eta: 4 days, 17:28:41, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5574, loss_cls: 3.2050, loss: 3.2050, grad_norm: 2.1852 2021-07-07 22:15:25,663 - mmaction - INFO - Epoch [21][200/1879] lr: 6.227e-02, eta: 4 days, 17:28:08, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5598, loss_cls: 3.1611, loss: 3.1611, grad_norm: 2.1481 2021-07-07 22:15:43,022 - mmaction - INFO - Epoch [21][220/1879] lr: 6.230e-02, eta: 4 days, 17:27:37, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.2922, top5_acc: 0.5465, loss_cls: 3.2232, loss: 3.2232, grad_norm: 2.1545 2021-07-07 22:16:00,511 - mmaction - INFO - Epoch [21][240/1879] lr: 6.233e-02, eta: 4 days, 17:27:07, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.2977, top5_acc: 0.5523, loss_cls: 3.2151, loss: 3.2151, grad_norm: 2.1557 2021-07-07 22:16:17,975 - mmaction - INFO - Epoch [21][260/1879] lr: 6.236e-02, eta: 4 days, 17:26:37, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2930, top5_acc: 0.5406, loss_cls: 3.2811, loss: 3.2811, grad_norm: 2.1808 2021-07-07 22:16:35,311 - mmaction - INFO - Epoch [21][280/1879] lr: 6.239e-02, eta: 4 days, 17:26:06, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3109, top5_acc: 0.5605, loss_cls: 3.1666, loss: 3.1666, grad_norm: 2.1557 2021-07-07 22:16:52,816 - mmaction - INFO - Epoch [21][300/1879] lr: 6.241e-02, eta: 4 days, 17:25:37, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2949, top5_acc: 0.5766, loss_cls: 3.1674, loss: 3.1674, grad_norm: 2.1728 2021-07-07 22:17:10,418 - mmaction - INFO - Epoch [21][320/1879] lr: 6.244e-02, eta: 4 days, 17:25:08, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5559, loss_cls: 3.2227, loss: 3.2227, grad_norm: 2.1712 2021-07-07 22:17:27,833 - mmaction - INFO - Epoch [21][340/1879] lr: 6.247e-02, eta: 4 days, 17:24:38, time: 0.872, data_time: 0.007, memory: 6462, top1_acc: 0.2988, top5_acc: 0.5754, loss_cls: 3.1701, loss: 3.1701, grad_norm: 2.1021 2021-07-07 22:17:45,198 - mmaction - INFO - Epoch [21][360/1879] lr: 6.250e-02, eta: 4 days, 17:24:08, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.2914, top5_acc: 0.5402, loss_cls: 3.2525, loss: 3.2525, grad_norm: 2.1933 2021-07-07 22:18:02,634 - mmaction - INFO - Epoch [21][380/1879] lr: 6.252e-02, eta: 4 days, 17:23:37, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.2918, top5_acc: 0.5527, loss_cls: 3.2738, loss: 3.2738, grad_norm: 2.1600 2021-07-07 22:18:20,049 - mmaction - INFO - Epoch [21][400/1879] lr: 6.255e-02, eta: 4 days, 17:23:07, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3055, top5_acc: 0.5437, loss_cls: 3.2440, loss: 3.2440, grad_norm: 2.0990 2021-07-07 22:18:37,594 - mmaction - INFO - Epoch [21][420/1879] lr: 6.258e-02, eta: 4 days, 17:22:39, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.2770, top5_acc: 0.5254, loss_cls: 3.3217, loss: 3.3217, grad_norm: 2.1756 2021-07-07 22:18:54,962 - mmaction - INFO - Epoch [21][440/1879] lr: 6.261e-02, eta: 4 days, 17:22:08, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.2938, top5_acc: 0.5496, loss_cls: 3.2403, loss: 3.2403, grad_norm: 2.1250 2021-07-07 22:19:12,423 - mmaction - INFO - Epoch [21][460/1879] lr: 6.263e-02, eta: 4 days, 17:21:38, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.2988, top5_acc: 0.5539, loss_cls: 3.2158, loss: 3.2158, grad_norm: 2.1459 2021-07-07 22:19:29,842 - mmaction - INFO - Epoch [21][480/1879] lr: 6.266e-02, eta: 4 days, 17:21:08, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2988, top5_acc: 0.5566, loss_cls: 3.2113, loss: 3.2113, grad_norm: 2.1438 2021-07-07 22:19:47,220 - mmaction - INFO - Epoch [21][500/1879] lr: 6.269e-02, eta: 4 days, 17:20:37, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3082, top5_acc: 0.5539, loss_cls: 3.2540, loss: 3.2540, grad_norm: 2.1787 2021-07-07 22:20:04,616 - mmaction - INFO - Epoch [21][520/1879] lr: 6.272e-02, eta: 4 days, 17:20:07, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2922, top5_acc: 0.5520, loss_cls: 3.2342, loss: 3.2342, grad_norm: 2.1272 2021-07-07 22:20:22,110 - mmaction - INFO - Epoch [21][540/1879] lr: 6.275e-02, eta: 4 days, 17:19:38, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.2996, top5_acc: 0.5621, loss_cls: 3.1983, loss: 3.1983, grad_norm: 2.1354 2021-07-07 22:20:39,493 - mmaction - INFO - Epoch [21][560/1879] lr: 6.277e-02, eta: 4 days, 17:19:08, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3020, top5_acc: 0.5516, loss_cls: 3.2398, loss: 3.2398, grad_norm: 2.1437 2021-07-07 22:20:56,863 - mmaction - INFO - Epoch [21][580/1879] lr: 6.280e-02, eta: 4 days, 17:18:37, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3004, top5_acc: 0.5563, loss_cls: 3.2024, loss: 3.2024, grad_norm: 2.1438 2021-07-07 22:21:14,459 - mmaction - INFO - Epoch [21][600/1879] lr: 6.283e-02, eta: 4 days, 17:18:09, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3051, top5_acc: 0.5652, loss_cls: 3.2359, loss: 3.2359, grad_norm: 2.1239 2021-07-07 22:21:31,910 - mmaction - INFO - Epoch [21][620/1879] lr: 6.286e-02, eta: 4 days, 17:17:39, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.2961, top5_acc: 0.5359, loss_cls: 3.2631, loss: 3.2631, grad_norm: 2.1275 2021-07-07 22:21:49,265 - mmaction - INFO - Epoch [21][640/1879] lr: 6.288e-02, eta: 4 days, 17:17:09, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.2922, top5_acc: 0.5473, loss_cls: 3.2625, loss: 3.2625, grad_norm: 2.1685 2021-07-07 22:22:06,783 - mmaction - INFO - Epoch [21][660/1879] lr: 6.291e-02, eta: 4 days, 17:16:39, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.2910, top5_acc: 0.5441, loss_cls: 3.2950, loss: 3.2950, grad_norm: 2.2052 2021-07-07 22:22:24,170 - mmaction - INFO - Epoch [21][680/1879] lr: 6.294e-02, eta: 4 days, 17:16:09, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2953, top5_acc: 0.5453, loss_cls: 3.2553, loss: 3.2553, grad_norm: 2.1187 2021-07-07 22:22:41,623 - mmaction - INFO - Epoch [21][700/1879] lr: 6.297e-02, eta: 4 days, 17:15:39, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3059, top5_acc: 0.5414, loss_cls: 3.2603, loss: 3.2603, grad_norm: 2.1468 2021-07-07 22:22:59,111 - mmaction - INFO - Epoch [21][720/1879] lr: 6.300e-02, eta: 4 days, 17:15:10, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.2953, top5_acc: 0.5449, loss_cls: 3.2271, loss: 3.2271, grad_norm: 2.0888 2021-07-07 22:23:16,607 - mmaction - INFO - Epoch [21][740/1879] lr: 6.302e-02, eta: 4 days, 17:14:41, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3047, top5_acc: 0.5426, loss_cls: 3.2274, loss: 3.2274, grad_norm: 2.1309 2021-07-07 22:23:34,088 - mmaction - INFO - Epoch [21][760/1879] lr: 6.305e-02, eta: 4 days, 17:14:12, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3016, top5_acc: 0.5613, loss_cls: 3.2028, loss: 3.2028, grad_norm: 2.1642 2021-07-07 22:23:51,505 - mmaction - INFO - Epoch [21][780/1879] lr: 6.308e-02, eta: 4 days, 17:13:42, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.2961, top5_acc: 0.5488, loss_cls: 3.2526, loss: 3.2526, grad_norm: 2.1913 2021-07-07 22:24:09,074 - mmaction - INFO - Epoch [21][800/1879] lr: 6.311e-02, eta: 4 days, 17:13:14, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3051, top5_acc: 0.5520, loss_cls: 3.2682, loss: 3.2682, grad_norm: 2.1286 2021-07-07 22:24:26,600 - mmaction - INFO - Epoch [21][820/1879] lr: 6.313e-02, eta: 4 days, 17:12:45, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5613, loss_cls: 3.1947, loss: 3.1947, grad_norm: 2.1423 2021-07-07 22:24:44,060 - mmaction - INFO - Epoch [21][840/1879] lr: 6.316e-02, eta: 4 days, 17:12:16, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.2965, top5_acc: 0.5617, loss_cls: 3.2061, loss: 3.2061, grad_norm: 2.1215 2021-07-07 22:25:01,468 - mmaction - INFO - Epoch [21][860/1879] lr: 6.319e-02, eta: 4 days, 17:11:45, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3055, top5_acc: 0.5672, loss_cls: 3.2026, loss: 3.2026, grad_norm: 2.1489 2021-07-07 22:25:18,916 - mmaction - INFO - Epoch [21][880/1879] lr: 6.322e-02, eta: 4 days, 17:11:16, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2898, top5_acc: 0.5551, loss_cls: 3.2210, loss: 3.2210, grad_norm: 2.1285 2021-07-07 22:25:36,340 - mmaction - INFO - Epoch [21][900/1879] lr: 6.325e-02, eta: 4 days, 17:10:46, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.2820, top5_acc: 0.5441, loss_cls: 3.2553, loss: 3.2553, grad_norm: 2.1699 2021-07-07 22:25:53,739 - mmaction - INFO - Epoch [21][920/1879] lr: 6.327e-02, eta: 4 days, 17:10:16, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2906, top5_acc: 0.5328, loss_cls: 3.2649, loss: 3.2649, grad_norm: 2.1595 2021-07-07 22:26:11,257 - mmaction - INFO - Epoch [21][940/1879] lr: 6.330e-02, eta: 4 days, 17:09:47, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2930, top5_acc: 0.5563, loss_cls: 3.2296, loss: 3.2296, grad_norm: 2.1416 2021-07-07 22:26:28,644 - mmaction - INFO - Epoch [21][960/1879] lr: 6.333e-02, eta: 4 days, 17:09:17, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2789, top5_acc: 0.5270, loss_cls: 3.3278, loss: 3.3278, grad_norm: 2.1358 2021-07-07 22:26:46,134 - mmaction - INFO - Epoch [21][980/1879] lr: 6.336e-02, eta: 4 days, 17:08:48, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3090, top5_acc: 0.5535, loss_cls: 3.2375, loss: 3.2375, grad_norm: 2.1072 2021-07-07 22:27:03,452 - mmaction - INFO - Epoch [21][1000/1879] lr: 6.338e-02, eta: 4 days, 17:08:17, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.2910, top5_acc: 0.5598, loss_cls: 3.2497, loss: 3.2497, grad_norm: 2.1264 2021-07-07 22:27:20,905 - mmaction - INFO - Epoch [21][1020/1879] lr: 6.341e-02, eta: 4 days, 17:07:48, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5563, loss_cls: 3.2371, loss: 3.2371, grad_norm: 2.1661 2021-07-07 22:27:38,407 - mmaction - INFO - Epoch [21][1040/1879] lr: 6.344e-02, eta: 4 days, 17:07:20, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3051, top5_acc: 0.5402, loss_cls: 3.2606, loss: 3.2606, grad_norm: 2.1557 2021-07-07 22:27:55,867 - mmaction - INFO - Epoch [21][1060/1879] lr: 6.347e-02, eta: 4 days, 17:06:50, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3082, top5_acc: 0.5687, loss_cls: 3.1952, loss: 3.1952, grad_norm: 2.1368 2021-07-07 22:28:13,267 - mmaction - INFO - Epoch [21][1080/1879] lr: 6.350e-02, eta: 4 days, 17:06:20, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.2980, top5_acc: 0.5496, loss_cls: 3.2337, loss: 3.2337, grad_norm: 2.1091 2021-07-07 22:28:30,668 - mmaction - INFO - Epoch [21][1100/1879] lr: 6.352e-02, eta: 4 days, 17:05:50, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5457, loss_cls: 3.2138, loss: 3.2138, grad_norm: 2.1234 2021-07-07 22:28:48,172 - mmaction - INFO - Epoch [21][1120/1879] lr: 6.355e-02, eta: 4 days, 17:05:21, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3113, top5_acc: 0.5563, loss_cls: 3.1670, loss: 3.1670, grad_norm: 2.1492 2021-07-07 22:29:05,536 - mmaction - INFO - Epoch [21][1140/1879] lr: 6.358e-02, eta: 4 days, 17:04:51, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.2992, top5_acc: 0.5402, loss_cls: 3.2856, loss: 3.2856, grad_norm: 2.1541 2021-07-07 22:29:23,055 - mmaction - INFO - Epoch [21][1160/1879] lr: 6.361e-02, eta: 4 days, 17:04:22, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3012, top5_acc: 0.5652, loss_cls: 3.1715, loss: 3.1715, grad_norm: 2.1538 2021-07-07 22:29:40,483 - mmaction - INFO - Epoch [21][1180/1879] lr: 6.363e-02, eta: 4 days, 17:03:53, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5656, loss_cls: 3.1806, loss: 3.1806, grad_norm: 2.1406 2021-07-07 22:29:57,922 - mmaction - INFO - Epoch [21][1200/1879] lr: 6.366e-02, eta: 4 days, 17:03:23, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5742, loss_cls: 3.1327, loss: 3.1327, grad_norm: 2.1477 2021-07-07 22:30:15,529 - mmaction - INFO - Epoch [21][1220/1879] lr: 6.369e-02, eta: 4 days, 17:02:55, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.2973, top5_acc: 0.5551, loss_cls: 3.2022, loss: 3.2022, grad_norm: 2.2110 2021-07-07 22:30:33,030 - mmaction - INFO - Epoch [21][1240/1879] lr: 6.372e-02, eta: 4 days, 17:02:27, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3098, top5_acc: 0.5539, loss_cls: 3.1944, loss: 3.1944, grad_norm: 2.1902 2021-07-07 22:30:50,420 - mmaction - INFO - Epoch [21][1260/1879] lr: 6.375e-02, eta: 4 days, 17:01:57, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.2934, top5_acc: 0.5406, loss_cls: 3.2514, loss: 3.2514, grad_norm: 2.1360 2021-07-07 22:31:07,902 - mmaction - INFO - Epoch [21][1280/1879] lr: 6.377e-02, eta: 4 days, 17:01:28, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5762, loss_cls: 3.1604, loss: 3.1604, grad_norm: 2.1041 2021-07-07 22:31:25,395 - mmaction - INFO - Epoch [21][1300/1879] lr: 6.380e-02, eta: 4 days, 17:00:59, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3152, top5_acc: 0.5695, loss_cls: 3.1740, loss: 3.1740, grad_norm: 2.1165 2021-07-07 22:31:42,835 - mmaction - INFO - Epoch [21][1320/1879] lr: 6.383e-02, eta: 4 days, 17:00:30, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3215, top5_acc: 0.5574, loss_cls: 3.1837, loss: 3.1837, grad_norm: 2.1880 2021-07-07 22:32:00,263 - mmaction - INFO - Epoch [21][1340/1879] lr: 6.386e-02, eta: 4 days, 17:00:01, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.2934, top5_acc: 0.5496, loss_cls: 3.2234, loss: 3.2234, grad_norm: 2.1623 2021-07-07 22:32:17,725 - mmaction - INFO - Epoch [21][1360/1879] lr: 6.388e-02, eta: 4 days, 16:59:32, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3043, top5_acc: 0.5574, loss_cls: 3.1863, loss: 3.1863, grad_norm: 2.1539 2021-07-07 22:32:35,193 - mmaction - INFO - Epoch [21][1380/1879] lr: 6.391e-02, eta: 4 days, 16:59:02, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3137, top5_acc: 0.5504, loss_cls: 3.1976, loss: 3.1976, grad_norm: 2.1139 2021-07-07 22:32:52,677 - mmaction - INFO - Epoch [21][1400/1879] lr: 6.394e-02, eta: 4 days, 16:58:34, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.2914, top5_acc: 0.5488, loss_cls: 3.2540, loss: 3.2540, grad_norm: 2.1666 2021-07-07 22:33:10,115 - mmaction - INFO - Epoch [21][1420/1879] lr: 6.397e-02, eta: 4 days, 16:58:04, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3047, top5_acc: 0.5594, loss_cls: 3.1793, loss: 3.1793, grad_norm: 2.1439 2021-07-07 22:33:27,670 - mmaction - INFO - Epoch [21][1440/1879] lr: 6.399e-02, eta: 4 days, 16:57:36, time: 0.877, data_time: 0.007, memory: 6462, top1_acc: 0.2973, top5_acc: 0.5355, loss_cls: 3.2698, loss: 3.2698, grad_norm: 2.1635 2021-07-07 22:33:45,200 - mmaction - INFO - Epoch [21][1460/1879] lr: 6.402e-02, eta: 4 days, 16:57:08, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5559, loss_cls: 3.1714, loss: 3.1714, grad_norm: 2.1132 2021-07-07 22:34:02,643 - mmaction - INFO - Epoch [21][1480/1879] lr: 6.405e-02, eta: 4 days, 16:56:39, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5523, loss_cls: 3.2389, loss: 3.2389, grad_norm: 2.1844 2021-07-07 22:34:20,040 - mmaction - INFO - Epoch [21][1500/1879] lr: 6.408e-02, eta: 4 days, 16:56:09, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3086, top5_acc: 0.5586, loss_cls: 3.2386, loss: 3.2386, grad_norm: 2.2124 2021-07-07 22:34:37,574 - mmaction - INFO - Epoch [21][1520/1879] lr: 6.411e-02, eta: 4 days, 16:55:41, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3000, top5_acc: 0.5629, loss_cls: 3.2329, loss: 3.2329, grad_norm: 2.1013 2021-07-07 22:34:54,930 - mmaction - INFO - Epoch [21][1540/1879] lr: 6.413e-02, eta: 4 days, 16:55:11, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.2973, top5_acc: 0.5512, loss_cls: 3.2141, loss: 3.2141, grad_norm: 2.1372 2021-07-07 22:35:12,540 - mmaction - INFO - Epoch [21][1560/1879] lr: 6.416e-02, eta: 4 days, 16:54:43, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.2879, top5_acc: 0.5469, loss_cls: 3.2654, loss: 3.2654, grad_norm: 2.2040 2021-07-07 22:35:29,942 - mmaction - INFO - Epoch [21][1580/1879] lr: 6.419e-02, eta: 4 days, 16:54:14, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.2840, top5_acc: 0.5375, loss_cls: 3.2768, loss: 3.2768, grad_norm: 2.1603 2021-07-07 22:35:47,280 - mmaction - INFO - Epoch [21][1600/1879] lr: 6.422e-02, eta: 4 days, 16:53:43, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.2984, top5_acc: 0.5449, loss_cls: 3.2382, loss: 3.2382, grad_norm: 2.1237 2021-07-07 22:36:04,809 - mmaction - INFO - Epoch [21][1620/1879] lr: 6.424e-02, eta: 4 days, 16:53:15, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.2988, top5_acc: 0.5543, loss_cls: 3.2235, loss: 3.2235, grad_norm: 2.1525 2021-07-07 22:36:22,277 - mmaction - INFO - Epoch [21][1640/1879] lr: 6.427e-02, eta: 4 days, 16:52:46, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3102, top5_acc: 0.5539, loss_cls: 3.2292, loss: 3.2292, grad_norm: 2.1369 2021-07-07 22:36:39,779 - mmaction - INFO - Epoch [21][1660/1879] lr: 6.430e-02, eta: 4 days, 16:52:18, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5441, loss_cls: 3.2473, loss: 3.2473, grad_norm: 2.1347 2021-07-07 22:36:57,205 - mmaction - INFO - Epoch [21][1680/1879] lr: 6.433e-02, eta: 4 days, 16:51:48, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3141, top5_acc: 0.5645, loss_cls: 3.1876, loss: 3.1876, grad_norm: 2.1532 2021-07-07 22:37:14,535 - mmaction - INFO - Epoch [21][1700/1879] lr: 6.436e-02, eta: 4 days, 16:51:18, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5512, loss_cls: 3.2278, loss: 3.2278, grad_norm: 2.1695 2021-07-07 22:37:31,977 - mmaction - INFO - Epoch [21][1720/1879] lr: 6.438e-02, eta: 4 days, 16:50:49, time: 0.869, data_time: 0.008, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5574, loss_cls: 3.1771, loss: 3.1771, grad_norm: 2.1346 2021-07-07 22:37:49,328 - mmaction - INFO - Epoch [21][1740/1879] lr: 6.441e-02, eta: 4 days, 16:50:19, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3063, top5_acc: 0.5512, loss_cls: 3.2384, loss: 3.2384, grad_norm: 2.1601 2021-07-07 22:38:06,746 - mmaction - INFO - Epoch [21][1760/1879] lr: 6.444e-02, eta: 4 days, 16:49:50, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.2980, top5_acc: 0.5512, loss_cls: 3.2015, loss: 3.2015, grad_norm: 2.1415 2021-07-07 22:38:24,118 - mmaction - INFO - Epoch [21][1780/1879] lr: 6.447e-02, eta: 4 days, 16:49:20, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.2965, top5_acc: 0.5375, loss_cls: 3.2902, loss: 3.2902, grad_norm: 2.1448 2021-07-07 22:38:41,586 - mmaction - INFO - Epoch [21][1800/1879] lr: 6.449e-02, eta: 4 days, 16:48:51, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3109, top5_acc: 0.5527, loss_cls: 3.2023, loss: 3.2023, grad_norm: 2.0849 2021-07-07 22:38:58,863 - mmaction - INFO - Epoch [21][1820/1879] lr: 6.452e-02, eta: 4 days, 16:48:20, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.3145, top5_acc: 0.5687, loss_cls: 3.1551, loss: 3.1551, grad_norm: 2.1850 2021-07-07 22:39:16,397 - mmaction - INFO - Epoch [21][1840/1879] lr: 6.455e-02, eta: 4 days, 16:47:52, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3113, top5_acc: 0.5602, loss_cls: 3.1800, loss: 3.1800, grad_norm: 2.1136 2021-07-07 22:39:33,745 - mmaction - INFO - Epoch [21][1860/1879] lr: 6.458e-02, eta: 4 days, 16:47:22, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3105, top5_acc: 0.5488, loss_cls: 3.2564, loss: 3.2564, grad_norm: 2.2222 2021-07-07 22:42:26,305 - mmaction - INFO - Epoch [22][20/1879] lr: 6.453e-02, eta: 4 days, 17:08:18, time: 7.569, data_time: 6.137, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5687, loss_cls: 3.1144, loss: 3.1144, grad_norm: 2.1503 2021-07-07 22:42:43,320 - mmaction - INFO - Epoch [22][40/1879] lr: 6.456e-02, eta: 4 days, 17:07:44, time: 0.851, data_time: 0.003, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5789, loss_cls: 3.1258, loss: 3.1258, grad_norm: 2.1695 2021-07-07 22:43:00,523 - mmaction - INFO - Epoch [22][60/1879] lr: 6.459e-02, eta: 4 days, 17:07:11, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.2996, top5_acc: 0.5535, loss_cls: 3.2303, loss: 3.2303, grad_norm: 2.2070 2021-07-07 22:43:17,862 - mmaction - INFO - Epoch [22][80/1879] lr: 6.461e-02, eta: 4 days, 17:06:41, time: 0.868, data_time: 0.007, memory: 6462, top1_acc: 0.3090, top5_acc: 0.5672, loss_cls: 3.1483, loss: 3.1483, grad_norm: 2.1380 2021-07-07 22:43:35,252 - mmaction - INFO - Epoch [22][100/1879] lr: 6.464e-02, eta: 4 days, 17:06:10, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3117, top5_acc: 0.5680, loss_cls: 3.1325, loss: 3.1325, grad_norm: 2.1761 2021-07-07 22:43:52,523 - mmaction - INFO - Epoch [22][120/1879] lr: 6.467e-02, eta: 4 days, 17:05:39, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.2992, top5_acc: 0.5504, loss_cls: 3.2048, loss: 3.2048, grad_norm: 2.1183 2021-07-07 22:44:09,963 - mmaction - INFO - Epoch [22][140/1879] lr: 6.470e-02, eta: 4 days, 17:05:09, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3074, top5_acc: 0.5535, loss_cls: 3.1911, loss: 3.1911, grad_norm: 2.1457 2021-07-07 22:44:27,328 - mmaction - INFO - Epoch [22][160/1879] lr: 6.473e-02, eta: 4 days, 17:04:39, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5703, loss_cls: 3.1562, loss: 3.1562, grad_norm: 2.1487 2021-07-07 22:44:44,774 - mmaction - INFO - Epoch [22][180/1879] lr: 6.475e-02, eta: 4 days, 17:04:09, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5680, loss_cls: 3.2047, loss: 3.2047, grad_norm: 2.1786 2021-07-07 22:45:02,056 - mmaction - INFO - Epoch [22][200/1879] lr: 6.478e-02, eta: 4 days, 17:03:38, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.2953, top5_acc: 0.5418, loss_cls: 3.2526, loss: 3.2526, grad_norm: 2.1760 2021-07-07 22:45:19,485 - mmaction - INFO - Epoch [22][220/1879] lr: 6.481e-02, eta: 4 days, 17:03:08, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2906, top5_acc: 0.5461, loss_cls: 3.3101, loss: 3.3101, grad_norm: 2.1938 2021-07-07 22:45:36,869 - mmaction - INFO - Epoch [22][240/1879] lr: 6.484e-02, eta: 4 days, 17:02:38, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.3117, top5_acc: 0.5605, loss_cls: 3.1811, loss: 3.1811, grad_norm: 2.0869 2021-07-07 22:45:54,188 - mmaction - INFO - Epoch [22][260/1879] lr: 6.486e-02, eta: 4 days, 17:02:07, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.3023, top5_acc: 0.5434, loss_cls: 3.2298, loss: 3.2298, grad_norm: 2.1597 2021-07-07 22:46:11,684 - mmaction - INFO - Epoch [22][280/1879] lr: 6.489e-02, eta: 4 days, 17:01:38, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.2738, top5_acc: 0.5348, loss_cls: 3.3347, loss: 3.3347, grad_norm: 2.1254 2021-07-07 22:46:29,126 - mmaction - INFO - Epoch [22][300/1879] lr: 6.492e-02, eta: 4 days, 17:01:08, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.2910, top5_acc: 0.5520, loss_cls: 3.2250, loss: 3.2250, grad_norm: 2.1344 2021-07-07 22:46:46,770 - mmaction - INFO - Epoch [22][320/1879] lr: 6.495e-02, eta: 4 days, 17:00:41, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5609, loss_cls: 3.1705, loss: 3.1705, grad_norm: 2.1185 2021-07-07 22:47:04,227 - mmaction - INFO - Epoch [22][340/1879] lr: 6.497e-02, eta: 4 days, 17:00:12, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5605, loss_cls: 3.1531, loss: 3.1531, grad_norm: 2.1388 2021-07-07 22:47:21,627 - mmaction - INFO - Epoch [22][360/1879] lr: 6.500e-02, eta: 4 days, 16:59:41, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.2953, top5_acc: 0.5426, loss_cls: 3.2735, loss: 3.2735, grad_norm: 2.1356 2021-07-07 22:47:39,053 - mmaction - INFO - Epoch [22][380/1879] lr: 6.503e-02, eta: 4 days, 16:59:12, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.2926, top5_acc: 0.5426, loss_cls: 3.2844, loss: 3.2844, grad_norm: 2.1696 2021-07-07 22:47:56,461 - mmaction - INFO - Epoch [22][400/1879] lr: 6.506e-02, eta: 4 days, 16:58:42, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.3105, top5_acc: 0.5609, loss_cls: 3.1715, loss: 3.1715, grad_norm: 2.1475 2021-07-07 22:48:13,864 - mmaction - INFO - Epoch [22][420/1879] lr: 6.509e-02, eta: 4 days, 16:58:12, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3000, top5_acc: 0.5563, loss_cls: 3.1934, loss: 3.1934, grad_norm: 2.1749 2021-07-07 22:48:31,280 - mmaction - INFO - Epoch [22][440/1879] lr: 6.511e-02, eta: 4 days, 16:57:42, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5687, loss_cls: 3.1733, loss: 3.1733, grad_norm: 2.1392 2021-07-07 22:48:48,605 - mmaction - INFO - Epoch [22][460/1879] lr: 6.514e-02, eta: 4 days, 16:57:12, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3152, top5_acc: 0.5648, loss_cls: 3.1492, loss: 3.1492, grad_norm: 2.1602 2021-07-07 22:49:06,054 - mmaction - INFO - Epoch [22][480/1879] lr: 6.517e-02, eta: 4 days, 16:56:43, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.2977, top5_acc: 0.5402, loss_cls: 3.2698, loss: 3.2698, grad_norm: 2.1345 2021-07-07 22:49:23,389 - mmaction - INFO - Epoch [22][500/1879] lr: 6.520e-02, eta: 4 days, 16:56:12, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.2941, top5_acc: 0.5402, loss_cls: 3.2465, loss: 3.2465, grad_norm: 2.1597 2021-07-07 22:49:40,825 - mmaction - INFO - Epoch [22][520/1879] lr: 6.522e-02, eta: 4 days, 16:55:43, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3086, top5_acc: 0.5691, loss_cls: 3.1409, loss: 3.1409, grad_norm: 2.1124 2021-07-07 22:49:58,273 - mmaction - INFO - Epoch [22][540/1879] lr: 6.525e-02, eta: 4 days, 16:55:13, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.2965, top5_acc: 0.5570, loss_cls: 3.2345, loss: 3.2345, grad_norm: 2.1451 2021-07-07 22:50:15,722 - mmaction - INFO - Epoch [22][560/1879] lr: 6.528e-02, eta: 4 days, 16:54:44, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3051, top5_acc: 0.5422, loss_cls: 3.2434, loss: 3.2434, grad_norm: 2.1224 2021-07-07 22:50:33,240 - mmaction - INFO - Epoch [22][580/1879] lr: 6.531e-02, eta: 4 days, 16:54:16, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5805, loss_cls: 3.1218, loss: 3.1218, grad_norm: 2.1617 2021-07-07 22:50:50,686 - mmaction - INFO - Epoch [22][600/1879] lr: 6.534e-02, eta: 4 days, 16:53:46, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3020, top5_acc: 0.5547, loss_cls: 3.2402, loss: 3.2402, grad_norm: 2.1472 2021-07-07 22:51:08,261 - mmaction - INFO - Epoch [22][620/1879] lr: 6.536e-02, eta: 4 days, 16:53:19, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3020, top5_acc: 0.5613, loss_cls: 3.1868, loss: 3.1868, grad_norm: 2.1411 2021-07-07 22:51:25,681 - mmaction - INFO - Epoch [22][640/1879] lr: 6.539e-02, eta: 4 days, 16:52:49, time: 0.869, data_time: 0.000, memory: 6462, top1_acc: 0.2957, top5_acc: 0.5566, loss_cls: 3.2089, loss: 3.2089, grad_norm: 2.1423 2021-07-07 22:51:43,153 - mmaction - INFO - Epoch [22][660/1879] lr: 6.542e-02, eta: 4 days, 16:52:19, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3105, top5_acc: 0.5633, loss_cls: 3.1718, loss: 3.1718, grad_norm: 2.1534 2021-07-07 22:52:00,596 - mmaction - INFO - Epoch [22][680/1879] lr: 6.545e-02, eta: 4 days, 16:51:50, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3059, top5_acc: 0.5477, loss_cls: 3.2317, loss: 3.2317, grad_norm: 2.2036 2021-07-07 22:52:18,004 - mmaction - INFO - Epoch [22][700/1879] lr: 6.547e-02, eta: 4 days, 16:51:21, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.2969, top5_acc: 0.5621, loss_cls: 3.2125, loss: 3.2125, grad_norm: 2.1127 2021-07-07 22:52:35,536 - mmaction - INFO - Epoch [22][720/1879] lr: 6.550e-02, eta: 4 days, 16:50:53, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3109, top5_acc: 0.5613, loss_cls: 3.1620, loss: 3.1620, grad_norm: 2.1658 2021-07-07 22:52:53,103 - mmaction - INFO - Epoch [22][740/1879] lr: 6.553e-02, eta: 4 days, 16:50:24, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3172, top5_acc: 0.5691, loss_cls: 3.1319, loss: 3.1319, grad_norm: 2.1183 2021-07-07 22:53:10,485 - mmaction - INFO - Epoch [22][760/1879] lr: 6.556e-02, eta: 4 days, 16:49:55, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3000, top5_acc: 0.5527, loss_cls: 3.2125, loss: 3.2125, grad_norm: 2.1451 2021-07-07 22:53:27,998 - mmaction - INFO - Epoch [22][780/1879] lr: 6.558e-02, eta: 4 days, 16:49:26, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3043, top5_acc: 0.5664, loss_cls: 3.1570, loss: 3.1570, grad_norm: 2.1713 2021-07-07 22:53:45,505 - mmaction - INFO - Epoch [22][800/1879] lr: 6.561e-02, eta: 4 days, 16:48:58, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3008, top5_acc: 0.5547, loss_cls: 3.1888, loss: 3.1888, grad_norm: 2.0821 2021-07-07 22:54:03,064 - mmaction - INFO - Epoch [22][820/1879] lr: 6.564e-02, eta: 4 days, 16:48:29, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3063, top5_acc: 0.5699, loss_cls: 3.1827, loss: 3.1827, grad_norm: 2.1464 2021-07-07 22:54:20,490 - mmaction - INFO - Epoch [22][840/1879] lr: 6.567e-02, eta: 4 days, 16:48:00, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.2930, top5_acc: 0.5375, loss_cls: 3.2624, loss: 3.2624, grad_norm: 2.1204 2021-07-07 22:54:37,997 - mmaction - INFO - Epoch [22][860/1879] lr: 6.570e-02, eta: 4 days, 16:47:31, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5547, loss_cls: 3.1998, loss: 3.1998, grad_norm: 2.1704 2021-07-07 22:54:55,397 - mmaction - INFO - Epoch [22][880/1879] lr: 6.572e-02, eta: 4 days, 16:47:02, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3012, top5_acc: 0.5574, loss_cls: 3.1530, loss: 3.1530, grad_norm: 2.1766 2021-07-07 22:55:12,932 - mmaction - INFO - Epoch [22][900/1879] lr: 6.575e-02, eta: 4 days, 16:46:34, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3129, top5_acc: 0.5477, loss_cls: 3.2299, loss: 3.2299, grad_norm: 2.1382 2021-07-07 22:55:30,386 - mmaction - INFO - Epoch [22][920/1879] lr: 6.578e-02, eta: 4 days, 16:46:05, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.2938, top5_acc: 0.5441, loss_cls: 3.2382, loss: 3.2382, grad_norm: 2.1677 2021-07-07 22:55:47,820 - mmaction - INFO - Epoch [22][940/1879] lr: 6.581e-02, eta: 4 days, 16:45:35, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5594, loss_cls: 3.1947, loss: 3.1947, grad_norm: 2.1219 2021-07-07 22:56:05,236 - mmaction - INFO - Epoch [22][960/1879] lr: 6.583e-02, eta: 4 days, 16:45:06, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3227, top5_acc: 0.5754, loss_cls: 3.1121, loss: 3.1121, grad_norm: 2.1615 2021-07-07 22:56:22,682 - mmaction - INFO - Epoch [22][980/1879] lr: 6.586e-02, eta: 4 days, 16:44:37, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3020, top5_acc: 0.5625, loss_cls: 3.1889, loss: 3.1889, grad_norm: 2.1841 2021-07-07 22:56:40,043 - mmaction - INFO - Epoch [22][1000/1879] lr: 6.589e-02, eta: 4 days, 16:44:07, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3117, top5_acc: 0.5531, loss_cls: 3.1784, loss: 3.1784, grad_norm: 2.2014 2021-07-07 22:56:57,571 - mmaction - INFO - Epoch [22][1020/1879] lr: 6.592e-02, eta: 4 days, 16:43:39, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3020, top5_acc: 0.5578, loss_cls: 3.1760, loss: 3.1760, grad_norm: 2.1446 2021-07-07 22:57:14,966 - mmaction - INFO - Epoch [22][1040/1879] lr: 6.594e-02, eta: 4 days, 16:43:09, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5707, loss_cls: 3.1122, loss: 3.1122, grad_norm: 2.1167 2021-07-07 22:57:32,475 - mmaction - INFO - Epoch [22][1060/1879] lr: 6.597e-02, eta: 4 days, 16:42:41, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3215, top5_acc: 0.5730, loss_cls: 3.1225, loss: 3.1225, grad_norm: 2.1640 2021-07-07 22:57:49,986 - mmaction - INFO - Epoch [22][1080/1879] lr: 6.600e-02, eta: 4 days, 16:42:13, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5707, loss_cls: 3.1368, loss: 3.1368, grad_norm: 2.1919 2021-07-07 22:58:07,522 - mmaction - INFO - Epoch [22][1100/1879] lr: 6.603e-02, eta: 4 days, 16:41:45, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5785, loss_cls: 3.1348, loss: 3.1348, grad_norm: 2.1586 2021-07-07 22:58:25,022 - mmaction - INFO - Epoch [22][1120/1879] lr: 6.606e-02, eta: 4 days, 16:41:16, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3039, top5_acc: 0.5719, loss_cls: 3.1845, loss: 3.1845, grad_norm: 2.1879 2021-07-07 22:58:42,408 - mmaction - INFO - Epoch [22][1140/1879] lr: 6.608e-02, eta: 4 days, 16:40:47, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3023, top5_acc: 0.5523, loss_cls: 3.2375, loss: 3.2375, grad_norm: 2.1641 2021-07-07 22:58:59,941 - mmaction - INFO - Epoch [22][1160/1879] lr: 6.611e-02, eta: 4 days, 16:40:18, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3082, top5_acc: 0.5664, loss_cls: 3.1712, loss: 3.1712, grad_norm: 2.1555 2021-07-07 22:59:17,415 - mmaction - INFO - Epoch [22][1180/1879] lr: 6.614e-02, eta: 4 days, 16:39:50, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5520, loss_cls: 3.1738, loss: 3.1738, grad_norm: 2.1933 2021-07-07 22:59:34,831 - mmaction - INFO - Epoch [22][1200/1879] lr: 6.617e-02, eta: 4 days, 16:39:20, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5840, loss_cls: 3.1220, loss: 3.1220, grad_norm: 2.1252 2021-07-07 22:59:52,243 - mmaction - INFO - Epoch [22][1220/1879] lr: 6.619e-02, eta: 4 days, 16:38:51, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3059, top5_acc: 0.5680, loss_cls: 3.1629, loss: 3.1629, grad_norm: 2.1442 2021-07-07 23:00:09,751 - mmaction - INFO - Epoch [22][1240/1879] lr: 6.622e-02, eta: 4 days, 16:38:23, time: 0.876, data_time: 0.008, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5625, loss_cls: 3.1763, loss: 3.1763, grad_norm: 2.1223 2021-07-07 23:00:27,180 - mmaction - INFO - Epoch [22][1260/1879] lr: 6.625e-02, eta: 4 days, 16:37:54, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.2977, top5_acc: 0.5418, loss_cls: 3.2128, loss: 3.2128, grad_norm: 2.1280 2021-07-07 23:00:44,677 - mmaction - INFO - Epoch [22][1280/1879] lr: 6.628e-02, eta: 4 days, 16:37:26, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.2969, top5_acc: 0.5426, loss_cls: 3.2151, loss: 3.2151, grad_norm: 2.1377 2021-07-07 23:01:02,056 - mmaction - INFO - Epoch [22][1300/1879] lr: 6.631e-02, eta: 4 days, 16:36:56, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.2938, top5_acc: 0.5559, loss_cls: 3.2358, loss: 3.2358, grad_norm: 2.1280 2021-07-07 23:01:19,510 - mmaction - INFO - Epoch [22][1320/1879] lr: 6.633e-02, eta: 4 days, 16:36:27, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3105, top5_acc: 0.5621, loss_cls: 3.1827, loss: 3.1827, grad_norm: 2.1525 2021-07-07 23:01:37,063 - mmaction - INFO - Epoch [22][1340/1879] lr: 6.636e-02, eta: 4 days, 16:36:00, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5387, loss_cls: 3.2483, loss: 3.2483, grad_norm: 2.1520 2021-07-07 23:01:54,543 - mmaction - INFO - Epoch [22][1360/1879] lr: 6.639e-02, eta: 4 days, 16:35:30, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3074, top5_acc: 0.5672, loss_cls: 3.1557, loss: 3.1557, grad_norm: 2.1205 2021-07-07 23:02:11,927 - mmaction - INFO - Epoch [22][1380/1879] lr: 6.642e-02, eta: 4 days, 16:35:01, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.2906, top5_acc: 0.5500, loss_cls: 3.2414, loss: 3.2414, grad_norm: 2.1824 2021-07-07 23:02:29,406 - mmaction - INFO - Epoch [22][1400/1879] lr: 6.644e-02, eta: 4 days, 16:34:33, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.2895, top5_acc: 0.5512, loss_cls: 3.2478, loss: 3.2478, grad_norm: 2.1382 2021-07-07 23:02:46,827 - mmaction - INFO - Epoch [22][1420/1879] lr: 6.647e-02, eta: 4 days, 16:34:04, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3051, top5_acc: 0.5555, loss_cls: 3.1913, loss: 3.1913, grad_norm: 2.1516 2021-07-07 23:03:04,254 - mmaction - INFO - Epoch [22][1440/1879] lr: 6.650e-02, eta: 4 days, 16:33:34, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5445, loss_cls: 3.2122, loss: 3.2122, grad_norm: 2.1900 2021-07-07 23:03:21,807 - mmaction - INFO - Epoch [22][1460/1879] lr: 6.653e-02, eta: 4 days, 16:33:07, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.2895, top5_acc: 0.5508, loss_cls: 3.2669, loss: 3.2669, grad_norm: 2.1446 2021-07-07 23:03:39,313 - mmaction - INFO - Epoch [22][1480/1879] lr: 6.655e-02, eta: 4 days, 16:32:38, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3172, top5_acc: 0.5559, loss_cls: 3.1830, loss: 3.1830, grad_norm: 2.1389 2021-07-07 23:03:56,806 - mmaction - INFO - Epoch [22][1500/1879] lr: 6.658e-02, eta: 4 days, 16:32:10, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.2988, top5_acc: 0.5434, loss_cls: 3.2203, loss: 3.2203, grad_norm: 2.1255 2021-07-07 23:04:14,192 - mmaction - INFO - Epoch [22][1520/1879] lr: 6.661e-02, eta: 4 days, 16:31:41, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5605, loss_cls: 3.1999, loss: 3.1999, grad_norm: 2.1473 2021-07-07 23:04:31,610 - mmaction - INFO - Epoch [22][1540/1879] lr: 6.664e-02, eta: 4 days, 16:31:12, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3074, top5_acc: 0.5613, loss_cls: 3.1878, loss: 3.1878, grad_norm: 2.1477 2021-07-07 23:04:48,993 - mmaction - INFO - Epoch [22][1560/1879] lr: 6.667e-02, eta: 4 days, 16:30:42, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5629, loss_cls: 3.1722, loss: 3.1722, grad_norm: 2.1050 2021-07-07 23:05:06,502 - mmaction - INFO - Epoch [22][1580/1879] lr: 6.669e-02, eta: 4 days, 16:30:14, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3023, top5_acc: 0.5617, loss_cls: 3.1801, loss: 3.1801, grad_norm: 2.1143 2021-07-07 23:05:23,911 - mmaction - INFO - Epoch [22][1600/1879] lr: 6.672e-02, eta: 4 days, 16:29:45, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.2980, top5_acc: 0.5484, loss_cls: 3.2401, loss: 3.2401, grad_norm: 2.1057 2021-07-07 23:05:41,388 - mmaction - INFO - Epoch [22][1620/1879] lr: 6.675e-02, eta: 4 days, 16:29:17, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3082, top5_acc: 0.5574, loss_cls: 3.1975, loss: 3.1975, grad_norm: 2.1586 2021-07-07 23:05:58,957 - mmaction - INFO - Epoch [22][1640/1879] lr: 6.678e-02, eta: 4 days, 16:28:50, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3137, top5_acc: 0.5578, loss_cls: 3.1491, loss: 3.1491, grad_norm: 2.1134 2021-07-07 23:06:16,460 - mmaction - INFO - Epoch [22][1660/1879] lr: 6.680e-02, eta: 4 days, 16:28:21, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3141, top5_acc: 0.5730, loss_cls: 3.1447, loss: 3.1447, grad_norm: 2.1203 2021-07-07 23:06:33,914 - mmaction - INFO - Epoch [22][1680/1879] lr: 6.683e-02, eta: 4 days, 16:27:52, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3109, top5_acc: 0.5520, loss_cls: 3.1728, loss: 3.1728, grad_norm: 2.0639 2021-07-07 23:06:51,367 - mmaction - INFO - Epoch [22][1700/1879] lr: 6.686e-02, eta: 4 days, 16:27:24, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5699, loss_cls: 3.1582, loss: 3.1582, grad_norm: 2.1502 2021-07-07 23:07:08,696 - mmaction - INFO - Epoch [22][1720/1879] lr: 6.689e-02, eta: 4 days, 16:26:54, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5605, loss_cls: 3.2096, loss: 3.2096, grad_norm: 2.1612 2021-07-07 23:07:26,253 - mmaction - INFO - Epoch [22][1740/1879] lr: 6.691e-02, eta: 4 days, 16:26:27, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3020, top5_acc: 0.5465, loss_cls: 3.2128, loss: 3.2128, grad_norm: 2.1192 2021-07-07 23:07:43,724 - mmaction - INFO - Epoch [22][1760/1879] lr: 6.694e-02, eta: 4 days, 16:25:58, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3102, top5_acc: 0.5738, loss_cls: 3.1409, loss: 3.1409, grad_norm: 2.1193 2021-07-07 23:08:01,225 - mmaction - INFO - Epoch [22][1780/1879] lr: 6.697e-02, eta: 4 days, 16:25:30, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5680, loss_cls: 3.1120, loss: 3.1120, grad_norm: 2.1079 2021-07-07 23:08:18,743 - mmaction - INFO - Epoch [22][1800/1879] lr: 6.700e-02, eta: 4 days, 16:25:02, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3180, top5_acc: 0.5734, loss_cls: 3.1408, loss: 3.1408, grad_norm: 2.0845 2021-07-07 23:08:36,193 - mmaction - INFO - Epoch [22][1820/1879] lr: 6.703e-02, eta: 4 days, 16:24:33, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.2953, top5_acc: 0.5566, loss_cls: 3.2019, loss: 3.2019, grad_norm: 2.1825 2021-07-07 23:08:53,655 - mmaction - INFO - Epoch [22][1840/1879] lr: 6.705e-02, eta: 4 days, 16:24:05, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.2992, top5_acc: 0.5590, loss_cls: 3.1947, loss: 3.1947, grad_norm: 2.1494 2021-07-07 23:09:11,098 - mmaction - INFO - Epoch [22][1860/1879] lr: 6.708e-02, eta: 4 days, 16:23:37, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3184, top5_acc: 0.5711, loss_cls: 3.1568, loss: 3.1568, grad_norm: 2.2026 2021-07-07 23:12:16,000 - mmaction - INFO - Epoch [23][20/1879] lr: 6.703e-02, eta: 4 days, 16:45:23, time: 8.109, data_time: 6.706, memory: 6462, top1_acc: 0.3145, top5_acc: 0.5652, loss_cls: 3.1686, loss: 3.1686, grad_norm: 2.1603 2021-07-07 23:12:33,103 - mmaction - INFO - Epoch [23][40/1879] lr: 6.705e-02, eta: 4 days, 16:44:51, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5836, loss_cls: 3.0901, loss: 3.0901, grad_norm: 2.0522 2021-07-07 23:12:50,312 - mmaction - INFO - Epoch [23][60/1879] lr: 6.708e-02, eta: 4 days, 16:44:19, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5777, loss_cls: 3.1200, loss: 3.1200, grad_norm: 2.1269 2021-07-07 23:13:07,668 - mmaction - INFO - Epoch [23][80/1879] lr: 6.711e-02, eta: 4 days, 16:43:49, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5734, loss_cls: 3.1323, loss: 3.1323, grad_norm: 2.1536 2021-07-07 23:13:25,096 - mmaction - INFO - Epoch [23][100/1879] lr: 6.714e-02, eta: 4 days, 16:43:19, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3172, top5_acc: 0.5617, loss_cls: 3.1848, loss: 3.1848, grad_norm: 2.1700 2021-07-07 23:13:42,483 - mmaction - INFO - Epoch [23][120/1879] lr: 6.716e-02, eta: 4 days, 16:42:50, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5660, loss_cls: 3.1568, loss: 3.1568, grad_norm: 2.1259 2021-07-07 23:13:59,933 - mmaction - INFO - Epoch [23][140/1879] lr: 6.719e-02, eta: 4 days, 16:42:21, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3152, top5_acc: 0.5707, loss_cls: 3.1367, loss: 3.1367, grad_norm: 2.2214 2021-07-07 23:14:17,509 - mmaction - INFO - Epoch [23][160/1879] lr: 6.722e-02, eta: 4 days, 16:41:52, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.3145, top5_acc: 0.5797, loss_cls: 3.1355, loss: 3.1355, grad_norm: 2.1767 2021-07-07 23:14:34,847 - mmaction - INFO - Epoch [23][180/1879] lr: 6.725e-02, eta: 4 days, 16:41:22, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.3113, top5_acc: 0.5711, loss_cls: 3.1283, loss: 3.1283, grad_norm: 2.1648 2021-07-07 23:14:52,182 - mmaction - INFO - Epoch [23][200/1879] lr: 6.727e-02, eta: 4 days, 16:40:52, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5645, loss_cls: 3.1473, loss: 3.1473, grad_norm: 2.1987 2021-07-07 23:15:09,833 - mmaction - INFO - Epoch [23][220/1879] lr: 6.730e-02, eta: 4 days, 16:40:24, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3148, top5_acc: 0.5719, loss_cls: 3.1818, loss: 3.1818, grad_norm: 2.1442 2021-07-07 23:15:27,191 - mmaction - INFO - Epoch [23][240/1879] lr: 6.733e-02, eta: 4 days, 16:39:54, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5687, loss_cls: 3.1388, loss: 3.1388, grad_norm: 2.1225 2021-07-07 23:15:44,569 - mmaction - INFO - Epoch [23][260/1879] lr: 6.736e-02, eta: 4 days, 16:39:24, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5664, loss_cls: 3.1428, loss: 3.1428, grad_norm: 2.1416 2021-07-07 23:16:02,083 - mmaction - INFO - Epoch [23][280/1879] lr: 6.739e-02, eta: 4 days, 16:38:56, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3086, top5_acc: 0.5691, loss_cls: 3.1709, loss: 3.1709, grad_norm: 2.1883 2021-07-07 23:16:19,394 - mmaction - INFO - Epoch [23][300/1879] lr: 6.741e-02, eta: 4 days, 16:38:26, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.3043, top5_acc: 0.5684, loss_cls: 3.1540, loss: 3.1540, grad_norm: 2.1631 2021-07-07 23:16:36,838 - mmaction - INFO - Epoch [23][320/1879] lr: 6.744e-02, eta: 4 days, 16:37:56, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3172, top5_acc: 0.5734, loss_cls: 3.1041, loss: 3.1041, grad_norm: 2.1544 2021-07-07 23:16:54,392 - mmaction - INFO - Epoch [23][340/1879] lr: 6.747e-02, eta: 4 days, 16:37:29, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3086, top5_acc: 0.5672, loss_cls: 3.1716, loss: 3.1716, grad_norm: 2.1890 2021-07-07 23:17:11,802 - mmaction - INFO - Epoch [23][360/1879] lr: 6.750e-02, eta: 4 days, 16:36:59, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3008, top5_acc: 0.5574, loss_cls: 3.2277, loss: 3.2277, grad_norm: 2.2073 2021-07-07 23:17:29,277 - mmaction - INFO - Epoch [23][380/1879] lr: 6.752e-02, eta: 4 days, 16:36:30, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5563, loss_cls: 3.1963, loss: 3.1963, grad_norm: 2.1457 2021-07-07 23:17:46,629 - mmaction - INFO - Epoch [23][400/1879] lr: 6.755e-02, eta: 4 days, 16:36:00, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3172, top5_acc: 0.5703, loss_cls: 3.1256, loss: 3.1256, grad_norm: 2.1467 2021-07-07 23:18:04,087 - mmaction - INFO - Epoch [23][420/1879] lr: 6.758e-02, eta: 4 days, 16:35:31, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3105, top5_acc: 0.5566, loss_cls: 3.2457, loss: 3.2457, grad_norm: 2.1643 2021-07-07 23:18:21,610 - mmaction - INFO - Epoch [23][440/1879] lr: 6.761e-02, eta: 4 days, 16:35:03, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3148, top5_acc: 0.5629, loss_cls: 3.1350, loss: 3.1350, grad_norm: 2.1114 2021-07-07 23:18:39,056 - mmaction - INFO - Epoch [23][460/1879] lr: 6.763e-02, eta: 4 days, 16:34:34, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3059, top5_acc: 0.5512, loss_cls: 3.2111, loss: 3.2111, grad_norm: 2.1178 2021-07-07 23:18:56,703 - mmaction - INFO - Epoch [23][480/1879] lr: 6.766e-02, eta: 4 days, 16:34:07, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5750, loss_cls: 3.1119, loss: 3.1119, grad_norm: 2.1435 2021-07-07 23:19:14,127 - mmaction - INFO - Epoch [23][500/1879] lr: 6.769e-02, eta: 4 days, 16:33:37, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.3227, top5_acc: 0.5816, loss_cls: 3.1222, loss: 3.1222, grad_norm: 2.1396 2021-07-07 23:19:31,568 - mmaction - INFO - Epoch [23][520/1879] lr: 6.772e-02, eta: 4 days, 16:33:09, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3133, top5_acc: 0.5797, loss_cls: 3.0961, loss: 3.0961, grad_norm: 2.1865 2021-07-07 23:19:49,081 - mmaction - INFO - Epoch [23][540/1879] lr: 6.774e-02, eta: 4 days, 16:32:41, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3105, top5_acc: 0.5543, loss_cls: 3.1883, loss: 3.1883, grad_norm: 2.1543 2021-07-07 23:20:06,505 - mmaction - INFO - Epoch [23][560/1879] lr: 6.777e-02, eta: 4 days, 16:32:11, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5758, loss_cls: 3.1100, loss: 3.1100, grad_norm: 2.1041 2021-07-07 23:20:24,107 - mmaction - INFO - Epoch [23][580/1879] lr: 6.780e-02, eta: 4 days, 16:31:44, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5602, loss_cls: 3.1721, loss: 3.1721, grad_norm: 2.1544 2021-07-07 23:20:41,663 - mmaction - INFO - Epoch [23][600/1879] lr: 6.783e-02, eta: 4 days, 16:31:16, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3113, top5_acc: 0.5656, loss_cls: 3.1795, loss: 3.1795, grad_norm: 2.1684 2021-07-07 23:20:59,206 - mmaction - INFO - Epoch [23][620/1879] lr: 6.786e-02, eta: 4 days, 16:30:48, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5719, loss_cls: 3.1671, loss: 3.1671, grad_norm: 2.1356 2021-07-07 23:21:16,760 - mmaction - INFO - Epoch [23][640/1879] lr: 6.788e-02, eta: 4 days, 16:30:20, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3008, top5_acc: 0.5434, loss_cls: 3.2207, loss: 3.2207, grad_norm: 2.1058 2021-07-07 23:21:34,247 - mmaction - INFO - Epoch [23][660/1879] lr: 6.791e-02, eta: 4 days, 16:29:51, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5820, loss_cls: 3.0790, loss: 3.0790, grad_norm: 2.1288 2021-07-07 23:21:51,706 - mmaction - INFO - Epoch [23][680/1879] lr: 6.794e-02, eta: 4 days, 16:29:23, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5691, loss_cls: 3.1842, loss: 3.1842, grad_norm: 2.1349 2021-07-07 23:22:09,293 - mmaction - INFO - Epoch [23][700/1879] lr: 6.797e-02, eta: 4 days, 16:28:55, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3098, top5_acc: 0.5539, loss_cls: 3.2149, loss: 3.2149, grad_norm: 2.1345 2021-07-07 23:22:26,687 - mmaction - INFO - Epoch [23][720/1879] lr: 6.799e-02, eta: 4 days, 16:28:26, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.2969, top5_acc: 0.5535, loss_cls: 3.1884, loss: 3.1884, grad_norm: 2.1213 2021-07-07 23:22:44,098 - mmaction - INFO - Epoch [23][740/1879] lr: 6.802e-02, eta: 4 days, 16:27:56, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3031, top5_acc: 0.5543, loss_cls: 3.2314, loss: 3.2314, grad_norm: 2.1461 2021-07-07 23:23:01,624 - mmaction - INFO - Epoch [23][760/1879] lr: 6.805e-02, eta: 4 days, 16:27:29, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5773, loss_cls: 3.0885, loss: 3.0885, grad_norm: 2.1849 2021-07-07 23:23:19,153 - mmaction - INFO - Epoch [23][780/1879] lr: 6.808e-02, eta: 4 days, 16:27:00, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5668, loss_cls: 3.1616, loss: 3.1616, grad_norm: 2.0813 2021-07-07 23:23:36,533 - mmaction - INFO - Epoch [23][800/1879] lr: 6.810e-02, eta: 4 days, 16:26:31, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5586, loss_cls: 3.0968, loss: 3.0968, grad_norm: 2.1395 2021-07-07 23:23:54,088 - mmaction - INFO - Epoch [23][820/1879] lr: 6.813e-02, eta: 4 days, 16:26:03, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3121, top5_acc: 0.5613, loss_cls: 3.1755, loss: 3.1755, grad_norm: 2.1718 2021-07-07 23:24:11,635 - mmaction - INFO - Epoch [23][840/1879] lr: 6.816e-02, eta: 4 days, 16:25:36, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3219, top5_acc: 0.5668, loss_cls: 3.1209, loss: 3.1209, grad_norm: 2.1690 2021-07-07 23:24:29,000 - mmaction - INFO - Epoch [23][860/1879] lr: 6.819e-02, eta: 4 days, 16:25:06, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5660, loss_cls: 3.1448, loss: 3.1448, grad_norm: 2.1488 2021-07-07 23:24:46,447 - mmaction - INFO - Epoch [23][880/1879] lr: 6.822e-02, eta: 4 days, 16:24:37, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5699, loss_cls: 3.1469, loss: 3.1469, grad_norm: 2.2072 2021-07-07 23:25:03,929 - mmaction - INFO - Epoch [23][900/1879] lr: 6.824e-02, eta: 4 days, 16:24:08, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5754, loss_cls: 3.0926, loss: 3.0926, grad_norm: 2.0966 2021-07-07 23:25:21,417 - mmaction - INFO - Epoch [23][920/1879] lr: 6.827e-02, eta: 4 days, 16:23:40, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3090, top5_acc: 0.5563, loss_cls: 3.2212, loss: 3.2212, grad_norm: 2.2183 2021-07-07 23:25:38,856 - mmaction - INFO - Epoch [23][940/1879] lr: 6.830e-02, eta: 4 days, 16:23:11, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3086, top5_acc: 0.5547, loss_cls: 3.1947, loss: 3.1947, grad_norm: 2.1075 2021-07-07 23:25:56,384 - mmaction - INFO - Epoch [23][960/1879] lr: 6.833e-02, eta: 4 days, 16:22:43, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3051, top5_acc: 0.5766, loss_cls: 3.1532, loss: 3.1532, grad_norm: 2.1695 2021-07-07 23:26:13,798 - mmaction - INFO - Epoch [23][980/1879] lr: 6.835e-02, eta: 4 days, 16:22:14, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5676, loss_cls: 3.1438, loss: 3.1438, grad_norm: 2.0986 2021-07-07 23:26:31,202 - mmaction - INFO - Epoch [23][1000/1879] lr: 6.838e-02, eta: 4 days, 16:21:45, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3141, top5_acc: 0.5637, loss_cls: 3.1506, loss: 3.1506, grad_norm: 2.0962 2021-07-07 23:26:48,688 - mmaction - INFO - Epoch [23][1020/1879] lr: 6.841e-02, eta: 4 days, 16:21:17, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3121, top5_acc: 0.5695, loss_cls: 3.1413, loss: 3.1413, grad_norm: 2.1612 2021-07-07 23:27:06,209 - mmaction - INFO - Epoch [23][1040/1879] lr: 6.844e-02, eta: 4 days, 16:20:49, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3129, top5_acc: 0.5754, loss_cls: 3.1333, loss: 3.1333, grad_norm: 2.1241 2021-07-07 23:27:23,542 - mmaction - INFO - Epoch [23][1060/1879] lr: 6.846e-02, eta: 4 days, 16:20:19, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5590, loss_cls: 3.1870, loss: 3.1870, grad_norm: 2.1437 2021-07-07 23:27:41,007 - mmaction - INFO - Epoch [23][1080/1879] lr: 6.849e-02, eta: 4 days, 16:19:50, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.2945, top5_acc: 0.5687, loss_cls: 3.1373, loss: 3.1373, grad_norm: 2.1134 2021-07-07 23:27:58,549 - mmaction - INFO - Epoch [23][1100/1879] lr: 6.852e-02, eta: 4 days, 16:19:22, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3121, top5_acc: 0.5777, loss_cls: 3.1451, loss: 3.1451, grad_norm: 2.1412 2021-07-07 23:28:16,029 - mmaction - INFO - Epoch [23][1120/1879] lr: 6.855e-02, eta: 4 days, 16:18:54, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5582, loss_cls: 3.1978, loss: 3.1978, grad_norm: 2.1140 2021-07-07 23:28:33,515 - mmaction - INFO - Epoch [23][1140/1879] lr: 6.857e-02, eta: 4 days, 16:18:26, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3047, top5_acc: 0.5574, loss_cls: 3.2040, loss: 3.2040, grad_norm: 2.1198 2021-07-07 23:28:50,969 - mmaction - INFO - Epoch [23][1160/1879] lr: 6.860e-02, eta: 4 days, 16:17:58, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3063, top5_acc: 0.5711, loss_cls: 3.1637, loss: 3.1637, grad_norm: 2.0942 2021-07-07 23:29:08,493 - mmaction - INFO - Epoch [23][1180/1879] lr: 6.863e-02, eta: 4 days, 16:17:30, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3137, top5_acc: 0.5684, loss_cls: 3.1283, loss: 3.1283, grad_norm: 2.1400 2021-07-07 23:29:25,835 - mmaction - INFO - Epoch [23][1200/1879] lr: 6.866e-02, eta: 4 days, 16:17:00, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5633, loss_cls: 3.1668, loss: 3.1668, grad_norm: 2.0921 2021-07-07 23:29:43,376 - mmaction - INFO - Epoch [23][1220/1879] lr: 6.869e-02, eta: 4 days, 16:16:32, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5707, loss_cls: 3.1447, loss: 3.1447, grad_norm: 2.1167 2021-07-07 23:30:00,820 - mmaction - INFO - Epoch [23][1240/1879] lr: 6.871e-02, eta: 4 days, 16:16:03, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3051, top5_acc: 0.5605, loss_cls: 3.1824, loss: 3.1824, grad_norm: 2.0979 2021-07-07 23:30:18,348 - mmaction - INFO - Epoch [23][1260/1879] lr: 6.874e-02, eta: 4 days, 16:15:35, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3145, top5_acc: 0.5727, loss_cls: 3.1778, loss: 3.1778, grad_norm: 2.1318 2021-07-07 23:30:35,684 - mmaction - INFO - Epoch [23][1280/1879] lr: 6.877e-02, eta: 4 days, 16:15:06, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3227, top5_acc: 0.5641, loss_cls: 3.1305, loss: 3.1305, grad_norm: 2.1264 2021-07-07 23:30:53,235 - mmaction - INFO - Epoch [23][1300/1879] lr: 6.880e-02, eta: 4 days, 16:14:39, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5645, loss_cls: 3.1796, loss: 3.1796, grad_norm: 2.1046 2021-07-07 23:31:10,730 - mmaction - INFO - Epoch [23][1320/1879] lr: 6.882e-02, eta: 4 days, 16:14:10, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5766, loss_cls: 3.1180, loss: 3.1180, grad_norm: 2.1319 2021-07-07 23:31:28,275 - mmaction - INFO - Epoch [23][1340/1879] lr: 6.885e-02, eta: 4 days, 16:13:43, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5828, loss_cls: 3.1055, loss: 3.1055, grad_norm: 2.0909 2021-07-07 23:31:45,686 - mmaction - INFO - Epoch [23][1360/1879] lr: 6.888e-02, eta: 4 days, 16:13:13, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5660, loss_cls: 3.1228, loss: 3.1228, grad_norm: 2.1062 2021-07-07 23:32:03,242 - mmaction - INFO - Epoch [23][1380/1879] lr: 6.891e-02, eta: 4 days, 16:12:46, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3098, top5_acc: 0.5625, loss_cls: 3.1983, loss: 3.1983, grad_norm: 2.1518 2021-07-07 23:32:20,684 - mmaction - INFO - Epoch [23][1400/1879] lr: 6.893e-02, eta: 4 days, 16:12:18, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3113, top5_acc: 0.5625, loss_cls: 3.1941, loss: 3.1941, grad_norm: 2.1059 2021-07-07 23:32:38,032 - mmaction - INFO - Epoch [23][1420/1879] lr: 6.896e-02, eta: 4 days, 16:11:48, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.2980, top5_acc: 0.5719, loss_cls: 3.1355, loss: 3.1355, grad_norm: 2.1503 2021-07-07 23:32:55,440 - mmaction - INFO - Epoch [23][1440/1879] lr: 6.899e-02, eta: 4 days, 16:11:19, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.2992, top5_acc: 0.5574, loss_cls: 3.2215, loss: 3.2215, grad_norm: 2.2006 2021-07-07 23:33:13,019 - mmaction - INFO - Epoch [23][1460/1879] lr: 6.902e-02, eta: 4 days, 16:10:52, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5703, loss_cls: 3.1267, loss: 3.1267, grad_norm: 2.0800 2021-07-07 23:33:30,554 - mmaction - INFO - Epoch [23][1480/1879] lr: 6.905e-02, eta: 4 days, 16:10:24, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3137, top5_acc: 0.5828, loss_cls: 3.0948, loss: 3.0948, grad_norm: 2.1383 2021-07-07 23:33:47,973 - mmaction - INFO - Epoch [23][1500/1879] lr: 6.907e-02, eta: 4 days, 16:09:56, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3020, top5_acc: 0.5590, loss_cls: 3.1948, loss: 3.1948, grad_norm: 2.1511 2021-07-07 23:34:05,349 - mmaction - INFO - Epoch [23][1520/1879] lr: 6.910e-02, eta: 4 days, 16:09:26, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3137, top5_acc: 0.5590, loss_cls: 3.1824, loss: 3.1824, grad_norm: 2.1249 2021-07-07 23:34:22,801 - mmaction - INFO - Epoch [23][1540/1879] lr: 6.913e-02, eta: 4 days, 16:08:58, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3086, top5_acc: 0.5590, loss_cls: 3.1815, loss: 3.1815, grad_norm: 2.1365 2021-07-07 23:34:40,304 - mmaction - INFO - Epoch [23][1560/1879] lr: 6.916e-02, eta: 4 days, 16:08:30, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3051, top5_acc: 0.5602, loss_cls: 3.2002, loss: 3.2002, grad_norm: 2.1520 2021-07-07 23:34:57,719 - mmaction - INFO - Epoch [23][1580/1879] lr: 6.918e-02, eta: 4 days, 16:08:01, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5727, loss_cls: 3.1369, loss: 3.1369, grad_norm: 2.1578 2021-07-07 23:35:15,220 - mmaction - INFO - Epoch [23][1600/1879] lr: 6.921e-02, eta: 4 days, 16:07:34, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3129, top5_acc: 0.5695, loss_cls: 3.1497, loss: 3.1497, grad_norm: 2.1097 2021-07-07 23:35:32,835 - mmaction - INFO - Epoch [23][1620/1879] lr: 6.924e-02, eta: 4 days, 16:07:07, time: 0.879, data_time: 0.001, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5730, loss_cls: 3.1191, loss: 3.1191, grad_norm: 2.1434 2021-07-07 23:35:50,297 - mmaction - INFO - Epoch [23][1640/1879] lr: 6.927e-02, eta: 4 days, 16:06:39, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5711, loss_cls: 3.1425, loss: 3.1425, grad_norm: 2.1899 2021-07-07 23:36:07,845 - mmaction - INFO - Epoch [23][1660/1879] lr: 6.929e-02, eta: 4 days, 16:06:10, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.2992, top5_acc: 0.5535, loss_cls: 3.1838, loss: 3.1838, grad_norm: 2.1502 2021-07-07 23:36:25,384 - mmaction - INFO - Epoch [23][1680/1879] lr: 6.932e-02, eta: 4 days, 16:05:43, time: 0.878, data_time: 0.007, memory: 6462, top1_acc: 0.3082, top5_acc: 0.5719, loss_cls: 3.1533, loss: 3.1533, grad_norm: 2.1408 2021-07-07 23:36:42,792 - mmaction - INFO - Epoch [23][1700/1879] lr: 6.935e-02, eta: 4 days, 16:05:15, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5887, loss_cls: 3.0850, loss: 3.0850, grad_norm: 2.1750 2021-07-07 23:37:00,217 - mmaction - INFO - Epoch [23][1720/1879] lr: 6.938e-02, eta: 4 days, 16:04:46, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3133, top5_acc: 0.5707, loss_cls: 3.1610, loss: 3.1610, grad_norm: 2.1663 2021-07-07 23:37:17,705 - mmaction - INFO - Epoch [23][1740/1879] lr: 6.940e-02, eta: 4 days, 16:04:18, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5652, loss_cls: 3.1808, loss: 3.1808, grad_norm: 2.2332 2021-07-07 23:37:35,246 - mmaction - INFO - Epoch [23][1760/1879] lr: 6.943e-02, eta: 4 days, 16:03:51, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5785, loss_cls: 3.0908, loss: 3.0908, grad_norm: 2.1124 2021-07-07 23:37:52,719 - mmaction - INFO - Epoch [23][1780/1879] lr: 6.946e-02, eta: 4 days, 16:03:23, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3027, top5_acc: 0.5543, loss_cls: 3.2278, loss: 3.2278, grad_norm: 2.1585 2021-07-07 23:38:10,125 - mmaction - INFO - Epoch [23][1800/1879] lr: 6.949e-02, eta: 4 days, 16:02:54, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5566, loss_cls: 3.1611, loss: 3.1611, grad_norm: 2.0921 2021-07-07 23:38:27,612 - mmaction - INFO - Epoch [23][1820/1879] lr: 6.952e-02, eta: 4 days, 16:02:26, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5809, loss_cls: 3.0982, loss: 3.0982, grad_norm: 2.0974 2021-07-07 23:38:45,008 - mmaction - INFO - Epoch [23][1840/1879] lr: 6.954e-02, eta: 4 days, 16:01:57, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5930, loss_cls: 3.0624, loss: 3.0624, grad_norm: 2.1417 2021-07-07 23:39:02,409 - mmaction - INFO - Epoch [23][1860/1879] lr: 6.957e-02, eta: 4 days, 16:01:28, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5703, loss_cls: 3.1108, loss: 3.1108, grad_norm: 2.1190 2021-07-07 23:41:53,739 - mmaction - INFO - Epoch [24][20/1879] lr: 6.951e-02, eta: 4 days, 16:19:24, time: 7.283, data_time: 6.359, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5734, loss_cls: 3.1061, loss: 3.1061, grad_norm: 2.1452 2021-07-07 23:42:10,765 - mmaction - INFO - Epoch [24][40/1879] lr: 6.953e-02, eta: 4 days, 16:18:50, time: 0.847, data_time: 0.006, memory: 6462, top1_acc: 0.3176, top5_acc: 0.5832, loss_cls: 3.1144, loss: 3.1144, grad_norm: 2.2124 2021-07-07 23:42:28,012 - mmaction - INFO - Epoch [24][60/1879] lr: 6.956e-02, eta: 4 days, 16:18:19, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5719, loss_cls: 3.1280, loss: 3.1280, grad_norm: 2.1692 2021-07-07 23:42:45,399 - mmaction - INFO - Epoch [24][80/1879] lr: 6.959e-02, eta: 4 days, 16:17:50, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5727, loss_cls: 3.0987, loss: 3.0987, grad_norm: 2.1092 2021-07-07 23:43:02,778 - mmaction - INFO - Epoch [24][100/1879] lr: 6.962e-02, eta: 4 days, 16:17:20, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3148, top5_acc: 0.5844, loss_cls: 3.1053, loss: 3.1053, grad_norm: 2.1558 2021-07-07 23:43:20,323 - mmaction - INFO - Epoch [24][120/1879] lr: 6.964e-02, eta: 4 days, 16:16:53, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5656, loss_cls: 3.1846, loss: 3.1846, grad_norm: 2.1424 2021-07-07 23:43:37,815 - mmaction - INFO - Epoch [24][140/1879] lr: 6.967e-02, eta: 4 days, 16:16:24, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5703, loss_cls: 3.1413, loss: 3.1413, grad_norm: 2.1120 2021-07-07 23:43:55,148 - mmaction - INFO - Epoch [24][160/1879] lr: 6.970e-02, eta: 4 days, 16:15:54, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5641, loss_cls: 3.1811, loss: 3.1811, grad_norm: 2.1217 2021-07-07 23:44:12,549 - mmaction - INFO - Epoch [24][180/1879] lr: 6.973e-02, eta: 4 days, 16:15:25, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3086, top5_acc: 0.5695, loss_cls: 3.1593, loss: 3.1593, grad_norm: 2.1328 2021-07-07 23:44:30,000 - mmaction - INFO - Epoch [24][200/1879] lr: 6.975e-02, eta: 4 days, 16:14:56, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5785, loss_cls: 3.0966, loss: 3.0966, grad_norm: 2.1272 2021-07-07 23:44:47,413 - mmaction - INFO - Epoch [24][220/1879] lr: 6.978e-02, eta: 4 days, 16:14:27, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5824, loss_cls: 3.1552, loss: 3.1552, grad_norm: 2.1462 2021-07-07 23:45:04,984 - mmaction - INFO - Epoch [24][240/1879] lr: 6.981e-02, eta: 4 days, 16:14:00, time: 0.881, data_time: 0.007, memory: 6462, top1_acc: 0.3129, top5_acc: 0.5711, loss_cls: 3.1523, loss: 3.1523, grad_norm: 2.1519 2021-07-07 23:45:22,461 - mmaction - INFO - Epoch [24][260/1879] lr: 6.984e-02, eta: 4 days, 16:13:31, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5641, loss_cls: 3.1727, loss: 3.1727, grad_norm: 2.1523 2021-07-07 23:45:40,046 - mmaction - INFO - Epoch [24][280/1879] lr: 6.987e-02, eta: 4 days, 16:13:04, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5625, loss_cls: 3.1282, loss: 3.1282, grad_norm: 2.1129 2021-07-07 23:45:57,519 - mmaction - INFO - Epoch [24][300/1879] lr: 6.989e-02, eta: 4 days, 16:12:35, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5656, loss_cls: 3.1806, loss: 3.1806, grad_norm: 2.1519 2021-07-07 23:46:15,098 - mmaction - INFO - Epoch [24][320/1879] lr: 6.992e-02, eta: 4 days, 16:12:08, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5824, loss_cls: 3.0995, loss: 3.0995, grad_norm: 2.1066 2021-07-07 23:46:32,434 - mmaction - INFO - Epoch [24][340/1879] lr: 6.995e-02, eta: 4 days, 16:11:38, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5648, loss_cls: 3.1364, loss: 3.1364, grad_norm: 2.1241 2021-07-07 23:46:50,043 - mmaction - INFO - Epoch [24][360/1879] lr: 6.998e-02, eta: 4 days, 16:11:11, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3242, top5_acc: 0.5676, loss_cls: 3.1321, loss: 3.1321, grad_norm: 2.1291 2021-07-07 23:47:07,569 - mmaction - INFO - Epoch [24][380/1879] lr: 7.000e-02, eta: 4 days, 16:10:43, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3152, top5_acc: 0.5797, loss_cls: 3.1206, loss: 3.1206, grad_norm: 2.1416 2021-07-07 23:47:25,214 - mmaction - INFO - Epoch [24][400/1879] lr: 7.003e-02, eta: 4 days, 16:10:16, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5887, loss_cls: 3.0793, loss: 3.0793, grad_norm: 2.1216 2021-07-07 23:47:42,709 - mmaction - INFO - Epoch [24][420/1879] lr: 7.006e-02, eta: 4 days, 16:09:49, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3027, top5_acc: 0.5672, loss_cls: 3.1826, loss: 3.1826, grad_norm: 2.1428 2021-07-07 23:48:00,218 - mmaction - INFO - Epoch [24][440/1879] lr: 7.009e-02, eta: 4 days, 16:09:20, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5824, loss_cls: 3.0825, loss: 3.0825, grad_norm: 2.1544 2021-07-07 23:48:17,823 - mmaction - INFO - Epoch [24][460/1879] lr: 7.011e-02, eta: 4 days, 16:08:54, time: 0.881, data_time: 0.001, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5687, loss_cls: 3.1396, loss: 3.1396, grad_norm: 2.1999 2021-07-07 23:48:35,294 - mmaction - INFO - Epoch [24][480/1879] lr: 7.014e-02, eta: 4 days, 16:08:25, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3184, top5_acc: 0.5918, loss_cls: 3.0925, loss: 3.0925, grad_norm: 2.1277 2021-07-07 23:48:52,770 - mmaction - INFO - Epoch [24][500/1879] lr: 7.017e-02, eta: 4 days, 16:07:57, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3109, top5_acc: 0.5723, loss_cls: 3.1401, loss: 3.1401, grad_norm: 2.1678 2021-07-07 23:49:10,420 - mmaction - INFO - Epoch [24][520/1879] lr: 7.020e-02, eta: 4 days, 16:07:30, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3039, top5_acc: 0.5723, loss_cls: 3.1222, loss: 3.1222, grad_norm: 2.0996 2021-07-07 23:49:27,759 - mmaction - INFO - Epoch [24][540/1879] lr: 7.022e-02, eta: 4 days, 16:07:00, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5676, loss_cls: 3.1536, loss: 3.1536, grad_norm: 2.1675 2021-07-07 23:49:45,311 - mmaction - INFO - Epoch [24][560/1879] lr: 7.025e-02, eta: 4 days, 16:06:33, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3070, top5_acc: 0.5512, loss_cls: 3.1658, loss: 3.1658, grad_norm: 2.1270 2021-07-07 23:50:02,871 - mmaction - INFO - Epoch [24][580/1879] lr: 7.028e-02, eta: 4 days, 16:06:05, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5883, loss_cls: 3.0846, loss: 3.0846, grad_norm: 2.0906 2021-07-07 23:50:20,340 - mmaction - INFO - Epoch [24][600/1879] lr: 7.031e-02, eta: 4 days, 16:05:37, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5770, loss_cls: 3.1055, loss: 3.1055, grad_norm: 2.1162 2021-07-07 23:50:37,923 - mmaction - INFO - Epoch [24][620/1879] lr: 7.033e-02, eta: 4 days, 16:05:10, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5758, loss_cls: 3.1080, loss: 3.1080, grad_norm: 2.2140 2021-07-07 23:50:55,416 - mmaction - INFO - Epoch [24][640/1879] lr: 7.036e-02, eta: 4 days, 16:04:42, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3098, top5_acc: 0.5637, loss_cls: 3.1676, loss: 3.1676, grad_norm: 2.1778 2021-07-07 23:51:12,928 - mmaction - INFO - Epoch [24][660/1879] lr: 7.039e-02, eta: 4 days, 16:04:14, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5855, loss_cls: 3.1347, loss: 3.1347, grad_norm: 2.0961 2021-07-07 23:51:30,499 - mmaction - INFO - Epoch [24][680/1879] lr: 7.042e-02, eta: 4 days, 16:03:46, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5617, loss_cls: 3.1030, loss: 3.1030, grad_norm: 2.1309 2021-07-07 23:51:48,022 - mmaction - INFO - Epoch [24][700/1879] lr: 7.045e-02, eta: 4 days, 16:03:18, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5793, loss_cls: 3.0781, loss: 3.0781, grad_norm: 2.1126 2021-07-07 23:52:05,514 - mmaction - INFO - Epoch [24][720/1879] lr: 7.047e-02, eta: 4 days, 16:02:50, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3070, top5_acc: 0.5582, loss_cls: 3.1637, loss: 3.1637, grad_norm: 2.1801 2021-07-07 23:52:22,979 - mmaction - INFO - Epoch [24][740/1879] lr: 7.050e-02, eta: 4 days, 16:02:22, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5805, loss_cls: 3.1194, loss: 3.1194, grad_norm: 2.1180 2021-07-07 23:52:40,438 - mmaction - INFO - Epoch [24][760/1879] lr: 7.053e-02, eta: 4 days, 16:01:54, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5781, loss_cls: 3.0848, loss: 3.0848, grad_norm: 2.1312 2021-07-07 23:52:57,892 - mmaction - INFO - Epoch [24][780/1879] lr: 7.056e-02, eta: 4 days, 16:01:25, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3219, top5_acc: 0.5664, loss_cls: 3.1503, loss: 3.1503, grad_norm: 2.1736 2021-07-07 23:53:15,449 - mmaction - INFO - Epoch [24][800/1879] lr: 7.058e-02, eta: 4 days, 16:00:58, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5859, loss_cls: 3.0195, loss: 3.0195, grad_norm: 2.1371 2021-07-07 23:53:32,940 - mmaction - INFO - Epoch [24][820/1879] lr: 7.061e-02, eta: 4 days, 16:00:30, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5754, loss_cls: 3.1453, loss: 3.1453, grad_norm: 2.0969 2021-07-07 23:53:50,432 - mmaction - INFO - Epoch [24][840/1879] lr: 7.064e-02, eta: 4 days, 16:00:02, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5727, loss_cls: 3.1737, loss: 3.1737, grad_norm: 2.1420 2021-07-07 23:54:07,895 - mmaction - INFO - Epoch [24][860/1879] lr: 7.067e-02, eta: 4 days, 15:59:34, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3152, top5_acc: 0.5625, loss_cls: 3.1932, loss: 3.1932, grad_norm: 2.1201 2021-07-07 23:54:25,335 - mmaction - INFO - Epoch [24][880/1879] lr: 7.069e-02, eta: 4 days, 15:59:06, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3145, top5_acc: 0.5750, loss_cls: 3.1143, loss: 3.1143, grad_norm: 2.1196 2021-07-07 23:54:42,828 - mmaction - INFO - Epoch [24][900/1879] lr: 7.072e-02, eta: 4 days, 15:58:37, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3215, top5_acc: 0.5770, loss_cls: 3.1021, loss: 3.1021, grad_norm: 2.1671 2021-07-07 23:55:00,300 - mmaction - INFO - Epoch [24][920/1879] lr: 7.075e-02, eta: 4 days, 15:58:09, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3098, top5_acc: 0.5563, loss_cls: 3.2116, loss: 3.2116, grad_norm: 2.1365 2021-07-07 23:55:17,797 - mmaction - INFO - Epoch [24][940/1879] lr: 7.078e-02, eta: 4 days, 15:57:41, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5781, loss_cls: 3.1210, loss: 3.1210, grad_norm: 2.0948 2021-07-07 23:55:35,308 - mmaction - INFO - Epoch [24][960/1879] lr: 7.080e-02, eta: 4 days, 15:57:13, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3109, top5_acc: 0.5672, loss_cls: 3.1746, loss: 3.1746, grad_norm: 2.1167 2021-07-07 23:55:52,851 - mmaction - INFO - Epoch [24][980/1879] lr: 7.083e-02, eta: 4 days, 15:56:46, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5707, loss_cls: 3.1261, loss: 3.1261, grad_norm: 2.1313 2021-07-07 23:56:10,415 - mmaction - INFO - Epoch [24][1000/1879] lr: 7.086e-02, eta: 4 days, 15:56:19, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5680, loss_cls: 3.1202, loss: 3.1202, grad_norm: 2.1599 2021-07-07 23:56:28,012 - mmaction - INFO - Epoch [24][1020/1879] lr: 7.089e-02, eta: 4 days, 15:55:52, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3180, top5_acc: 0.5652, loss_cls: 3.1482, loss: 3.1482, grad_norm: 2.0867 2021-07-07 23:56:45,444 - mmaction - INFO - Epoch [24][1040/1879] lr: 7.091e-02, eta: 4 days, 15:55:23, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3180, top5_acc: 0.5746, loss_cls: 3.1603, loss: 3.1603, grad_norm: 2.1069 2021-07-07 23:57:02,850 - mmaction - INFO - Epoch [24][1060/1879] lr: 7.094e-02, eta: 4 days, 15:54:55, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5715, loss_cls: 3.1325, loss: 3.1325, grad_norm: 2.1025 2021-07-07 23:57:20,310 - mmaction - INFO - Epoch [24][1080/1879] lr: 7.097e-02, eta: 4 days, 15:54:26, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5703, loss_cls: 3.1426, loss: 3.1426, grad_norm: 2.1048 2021-07-07 23:57:37,966 - mmaction - INFO - Epoch [24][1100/1879] lr: 7.100e-02, eta: 4 days, 15:54:00, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5613, loss_cls: 3.1478, loss: 3.1478, grad_norm: 2.1531 2021-07-07 23:57:55,522 - mmaction - INFO - Epoch [24][1120/1879] lr: 7.103e-02, eta: 4 days, 15:53:33, time: 0.880, data_time: 0.007, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5871, loss_cls: 3.0768, loss: 3.0768, grad_norm: 2.1106 2021-07-07 23:58:12,968 - mmaction - INFO - Epoch [24][1140/1879] lr: 7.105e-02, eta: 4 days, 15:53:05, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3117, top5_acc: 0.5566, loss_cls: 3.1761, loss: 3.1761, grad_norm: 2.1062 2021-07-07 23:58:30,365 - mmaction - INFO - Epoch [24][1160/1879] lr: 7.108e-02, eta: 4 days, 15:52:35, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5754, loss_cls: 3.1171, loss: 3.1171, grad_norm: 2.1188 2021-07-07 23:58:47,793 - mmaction - INFO - Epoch [24][1180/1879] lr: 7.111e-02, eta: 4 days, 15:52:07, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5867, loss_cls: 3.0658, loss: 3.0658, grad_norm: 2.1419 2021-07-07 23:59:05,147 - mmaction - INFO - Epoch [24][1200/1879] lr: 7.114e-02, eta: 4 days, 15:51:38, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5789, loss_cls: 3.1053, loss: 3.1053, grad_norm: 2.1530 2021-07-07 23:59:22,660 - mmaction - INFO - Epoch [24][1220/1879] lr: 7.116e-02, eta: 4 days, 15:51:11, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3086, top5_acc: 0.5777, loss_cls: 3.1718, loss: 3.1718, grad_norm: 2.1440 2021-07-07 23:59:40,184 - mmaction - INFO - Epoch [24][1240/1879] lr: 7.119e-02, eta: 4 days, 15:50:43, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3184, top5_acc: 0.5559, loss_cls: 3.1598, loss: 3.1598, grad_norm: 2.0916 2021-07-07 23:59:57,696 - mmaction - INFO - Epoch [24][1260/1879] lr: 7.122e-02, eta: 4 days, 15:50:16, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5785, loss_cls: 3.0951, loss: 3.0951, grad_norm: 2.1104 2021-07-08 00:00:20,845 - mmaction - INFO - Epoch [24][1280/1879] lr: 7.125e-02, eta: 4 days, 15:50:43, time: 1.153, data_time: 0.001, memory: 6462, top1_acc: 0.2996, top5_acc: 0.5625, loss_cls: 3.1768, loss: 3.1768, grad_norm: 2.1727 2021-07-08 00:00:38,395 - mmaction - INFO - Epoch [24][1300/1879] lr: 7.127e-02, eta: 4 days, 15:50:16, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3004, top5_acc: 0.5617, loss_cls: 3.1516, loss: 3.1516, grad_norm: 2.1439 2021-07-08 00:00:55,913 - mmaction - INFO - Epoch [24][1320/1879] lr: 7.130e-02, eta: 4 days, 15:49:48, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3082, top5_acc: 0.5586, loss_cls: 3.1821, loss: 3.1821, grad_norm: 2.1245 2021-07-08 00:01:13,343 - mmaction - INFO - Epoch [24][1340/1879] lr: 7.133e-02, eta: 4 days, 15:49:20, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5797, loss_cls: 3.1176, loss: 3.1176, grad_norm: 2.0713 2021-07-08 00:01:30,903 - mmaction - INFO - Epoch [24][1360/1879] lr: 7.136e-02, eta: 4 days, 15:48:52, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3090, top5_acc: 0.5695, loss_cls: 3.1724, loss: 3.1724, grad_norm: 2.1682 2021-07-08 00:01:48,340 - mmaction - INFO - Epoch [24][1380/1879] lr: 7.138e-02, eta: 4 days, 15:48:24, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5785, loss_cls: 3.0431, loss: 3.0431, grad_norm: 2.0991 2021-07-08 00:02:05,943 - mmaction - INFO - Epoch [24][1400/1879] lr: 7.141e-02, eta: 4 days, 15:47:58, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3109, top5_acc: 0.5637, loss_cls: 3.1417, loss: 3.1417, grad_norm: 2.1118 2021-07-08 00:02:23,482 - mmaction - INFO - Epoch [24][1420/1879] lr: 7.144e-02, eta: 4 days, 15:47:31, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5988, loss_cls: 3.0394, loss: 3.0394, grad_norm: 2.0770 2021-07-08 00:02:40,901 - mmaction - INFO - Epoch [24][1440/1879] lr: 7.147e-02, eta: 4 days, 15:47:02, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5637, loss_cls: 3.1499, loss: 3.1499, grad_norm: 2.1413 2021-07-08 00:02:58,390 - mmaction - INFO - Epoch [24][1460/1879] lr: 7.149e-02, eta: 4 days, 15:46:34, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5773, loss_cls: 3.1041, loss: 3.1041, grad_norm: 2.1441 2021-07-08 00:03:15,982 - mmaction - INFO - Epoch [24][1480/1879] lr: 7.152e-02, eta: 4 days, 15:46:07, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3117, top5_acc: 0.5844, loss_cls: 3.1068, loss: 3.1068, grad_norm: 2.1821 2021-07-08 00:03:33,452 - mmaction - INFO - Epoch [24][1500/1879] lr: 7.155e-02, eta: 4 days, 15:45:40, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5789, loss_cls: 3.0864, loss: 3.0864, grad_norm: 2.1445 2021-07-08 00:03:51,055 - mmaction - INFO - Epoch [24][1520/1879] lr: 7.158e-02, eta: 4 days, 15:45:13, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5488, loss_cls: 3.1938, loss: 3.1938, grad_norm: 2.0939 2021-07-08 00:04:08,489 - mmaction - INFO - Epoch [24][1540/1879] lr: 7.161e-02, eta: 4 days, 15:44:44, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3117, top5_acc: 0.5488, loss_cls: 3.2147, loss: 3.2147, grad_norm: 2.0990 2021-07-08 00:04:26,052 - mmaction - INFO - Epoch [24][1560/1879] lr: 7.163e-02, eta: 4 days, 15:44:18, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3137, top5_acc: 0.5645, loss_cls: 3.1862, loss: 3.1862, grad_norm: 2.1377 2021-07-08 00:04:43,528 - mmaction - INFO - Epoch [24][1580/1879] lr: 7.166e-02, eta: 4 days, 15:43:50, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3180, top5_acc: 0.5719, loss_cls: 3.0823, loss: 3.0823, grad_norm: 2.1577 2021-07-08 00:05:00,991 - mmaction - INFO - Epoch [24][1600/1879] lr: 7.169e-02, eta: 4 days, 15:43:21, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3199, top5_acc: 0.5770, loss_cls: 3.1408, loss: 3.1408, grad_norm: 2.1366 2021-07-08 00:05:18,465 - mmaction - INFO - Epoch [24][1620/1879] lr: 7.172e-02, eta: 4 days, 15:42:54, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5703, loss_cls: 3.0895, loss: 3.0895, grad_norm: 2.1399 2021-07-08 00:05:36,079 - mmaction - INFO - Epoch [24][1640/1879] lr: 7.174e-02, eta: 4 days, 15:42:27, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5789, loss_cls: 3.0961, loss: 3.0961, grad_norm: 2.1508 2021-07-08 00:05:53,616 - mmaction - INFO - Epoch [24][1660/1879] lr: 7.177e-02, eta: 4 days, 15:42:00, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5859, loss_cls: 3.0444, loss: 3.0444, grad_norm: 2.1012 2021-07-08 00:06:11,091 - mmaction - INFO - Epoch [24][1680/1879] lr: 7.180e-02, eta: 4 days, 15:41:32, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3113, top5_acc: 0.5621, loss_cls: 3.1827, loss: 3.1827, grad_norm: 2.1131 2021-07-08 00:06:28,540 - mmaction - INFO - Epoch [24][1700/1879] lr: 7.183e-02, eta: 4 days, 15:41:05, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3043, top5_acc: 0.5648, loss_cls: 3.1629, loss: 3.1629, grad_norm: 2.1346 2021-07-08 00:06:46,106 - mmaction - INFO - Epoch [24][1720/1879] lr: 7.185e-02, eta: 4 days, 15:40:38, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.3133, top5_acc: 0.5660, loss_cls: 3.1272, loss: 3.1272, grad_norm: 2.1228 2021-07-08 00:07:03,517 - mmaction - INFO - Epoch [24][1740/1879] lr: 7.188e-02, eta: 4 days, 15:40:09, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3152, top5_acc: 0.5711, loss_cls: 3.1040, loss: 3.1040, grad_norm: 2.0951 2021-07-08 00:07:20,889 - mmaction - INFO - Epoch [24][1760/1879] lr: 7.191e-02, eta: 4 days, 15:39:40, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5766, loss_cls: 3.1381, loss: 3.1381, grad_norm: 2.1480 2021-07-08 00:07:38,317 - mmaction - INFO - Epoch [24][1780/1879] lr: 7.194e-02, eta: 4 days, 15:39:12, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3199, top5_acc: 0.5516, loss_cls: 3.2300, loss: 3.2300, grad_norm: 2.0891 2021-07-08 00:07:55,732 - mmaction - INFO - Epoch [24][1800/1879] lr: 7.196e-02, eta: 4 days, 15:38:43, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5629, loss_cls: 3.1797, loss: 3.1797, grad_norm: 2.1212 2021-07-08 00:08:13,098 - mmaction - INFO - Epoch [24][1820/1879] lr: 7.199e-02, eta: 4 days, 15:38:15, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5727, loss_cls: 3.1174, loss: 3.1174, grad_norm: 2.1082 2021-07-08 00:08:30,599 - mmaction - INFO - Epoch [24][1840/1879] lr: 7.202e-02, eta: 4 days, 15:37:47, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3219, top5_acc: 0.5738, loss_cls: 3.0993, loss: 3.0993, grad_norm: 2.1309 2021-07-08 00:08:48,051 - mmaction - INFO - Epoch [24][1860/1879] lr: 7.205e-02, eta: 4 days, 15:37:19, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3035, top5_acc: 0.5535, loss_cls: 3.2042, loss: 3.2042, grad_norm: 2.1171 2021-07-08 00:09:20,953 - mmaction - INFO - Saving checkpoint at 24 epochs 2021-07-08 00:11:50,142 - mmaction - INFO - Epoch [25][20/1879] lr: 7.197e-02, eta: 4 days, 15:54:45, time: 7.395, data_time: 6.395, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5828, loss_cls: 3.0842, loss: 3.0842, grad_norm: 2.1107 2021-07-08 00:12:07,349 - mmaction - INFO - Epoch [25][40/1879] lr: 7.200e-02, eta: 4 days, 15:54:14, time: 0.859, data_time: 0.008, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5977, loss_cls: 3.0409, loss: 3.0409, grad_norm: 2.1518 2021-07-08 00:12:24,588 - mmaction - INFO - Epoch [25][60/1879] lr: 7.203e-02, eta: 4 days, 15:53:44, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3066, top5_acc: 0.5625, loss_cls: 3.2000, loss: 3.2000, grad_norm: 2.1695 2021-07-08 00:12:41,912 - mmaction - INFO - Epoch [25][80/1879] lr: 7.206e-02, eta: 4 days, 15:53:14, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5797, loss_cls: 3.0725, loss: 3.0725, grad_norm: 2.0945 2021-07-08 00:12:59,347 - mmaction - INFO - Epoch [25][100/1879] lr: 7.208e-02, eta: 4 days, 15:52:46, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3219, top5_acc: 0.5828, loss_cls: 3.1058, loss: 3.1058, grad_norm: 2.1531 2021-07-08 00:13:16,715 - mmaction - INFO - Epoch [25][120/1879] lr: 7.211e-02, eta: 4 days, 15:52:17, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5840, loss_cls: 3.0656, loss: 3.0656, grad_norm: 2.1554 2021-07-08 00:13:34,276 - mmaction - INFO - Epoch [25][140/1879] lr: 7.214e-02, eta: 4 days, 15:51:49, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5879, loss_cls: 3.0770, loss: 3.0770, grad_norm: 2.1103 2021-07-08 00:13:51,731 - mmaction - INFO - Epoch [25][160/1879] lr: 7.217e-02, eta: 4 days, 15:51:21, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5645, loss_cls: 3.0908, loss: 3.0908, grad_norm: 2.1352 2021-07-08 00:14:09,203 - mmaction - INFO - Epoch [25][180/1879] lr: 7.219e-02, eta: 4 days, 15:50:52, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5699, loss_cls: 3.1145, loss: 3.1145, grad_norm: 2.0967 2021-07-08 00:14:26,700 - mmaction - INFO - Epoch [25][200/1879] lr: 7.222e-02, eta: 4 days, 15:50:25, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5762, loss_cls: 3.1196, loss: 3.1196, grad_norm: 2.1306 2021-07-08 00:14:44,142 - mmaction - INFO - Epoch [25][220/1879] lr: 7.225e-02, eta: 4 days, 15:49:56, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5668, loss_cls: 3.1186, loss: 3.1186, grad_norm: 2.0852 2021-07-08 00:15:01,619 - mmaction - INFO - Epoch [25][240/1879] lr: 7.228e-02, eta: 4 days, 15:49:28, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5730, loss_cls: 3.1145, loss: 3.1145, grad_norm: 2.1379 2021-07-08 00:15:19,250 - mmaction - INFO - Epoch [25][260/1879] lr: 7.230e-02, eta: 4 days, 15:49:01, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5875, loss_cls: 3.0465, loss: 3.0465, grad_norm: 2.1030 2021-07-08 00:15:36,772 - mmaction - INFO - Epoch [25][280/1879] lr: 7.233e-02, eta: 4 days, 15:48:33, time: 0.878, data_time: 0.007, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5926, loss_cls: 3.0425, loss: 3.0425, grad_norm: 2.1600 2021-07-08 00:15:54,241 - mmaction - INFO - Epoch [25][300/1879] lr: 7.236e-02, eta: 4 days, 15:48:06, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3176, top5_acc: 0.5664, loss_cls: 3.1153, loss: 3.1153, grad_norm: 2.1064 2021-07-08 00:16:11,809 - mmaction - INFO - Epoch [25][320/1879] lr: 7.239e-02, eta: 4 days, 15:47:38, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5852, loss_cls: 3.0774, loss: 3.0774, grad_norm: 2.1337 2021-07-08 00:16:29,342 - mmaction - INFO - Epoch [25][340/1879] lr: 7.241e-02, eta: 4 days, 15:47:11, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5867, loss_cls: 3.0532, loss: 3.0532, grad_norm: 2.1326 2021-07-08 00:16:46,911 - mmaction - INFO - Epoch [25][360/1879] lr: 7.244e-02, eta: 4 days, 15:46:43, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5930, loss_cls: 3.0714, loss: 3.0714, grad_norm: 2.1037 2021-07-08 00:17:04,399 - mmaction - INFO - Epoch [25][380/1879] lr: 7.247e-02, eta: 4 days, 15:46:16, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5738, loss_cls: 3.1061, loss: 3.1061, grad_norm: 2.1609 2021-07-08 00:17:21,869 - mmaction - INFO - Epoch [25][400/1879] lr: 7.250e-02, eta: 4 days, 15:45:47, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3129, top5_acc: 0.5641, loss_cls: 3.1338, loss: 3.1338, grad_norm: 2.1911 2021-07-08 00:17:39,440 - mmaction - INFO - Epoch [25][420/1879] lr: 7.252e-02, eta: 4 days, 15:45:20, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5793, loss_cls: 3.0944, loss: 3.0944, grad_norm: 2.1221 2021-07-08 00:17:56,991 - mmaction - INFO - Epoch [25][440/1879] lr: 7.255e-02, eta: 4 days, 15:44:53, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5793, loss_cls: 3.0857, loss: 3.0857, grad_norm: 2.1131 2021-07-08 00:18:14,687 - mmaction - INFO - Epoch [25][460/1879] lr: 7.258e-02, eta: 4 days, 15:44:27, time: 0.885, data_time: 0.002, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5813, loss_cls: 3.0819, loss: 3.0819, grad_norm: 2.1364 2021-07-08 00:18:32,256 - mmaction - INFO - Epoch [25][480/1879] lr: 7.261e-02, eta: 4 days, 15:43:59, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5773, loss_cls: 3.1038, loss: 3.1038, grad_norm: 2.1308 2021-07-08 00:18:49,684 - mmaction - INFO - Epoch [25][500/1879] lr: 7.263e-02, eta: 4 days, 15:43:32, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3141, top5_acc: 0.5695, loss_cls: 3.1125, loss: 3.1125, grad_norm: 2.1205 2021-07-08 00:19:07,158 - mmaction - INFO - Epoch [25][520/1879] lr: 7.266e-02, eta: 4 days, 15:43:04, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5695, loss_cls: 3.1483, loss: 3.1483, grad_norm: 2.1163 2021-07-08 00:19:24,553 - mmaction - INFO - Epoch [25][540/1879] lr: 7.269e-02, eta: 4 days, 15:42:35, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5734, loss_cls: 3.0873, loss: 3.0873, grad_norm: 2.1289 2021-07-08 00:19:42,229 - mmaction - INFO - Epoch [25][560/1879] lr: 7.272e-02, eta: 4 days, 15:42:08, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5699, loss_cls: 3.0834, loss: 3.0834, grad_norm: 2.1799 2021-07-08 00:19:59,647 - mmaction - INFO - Epoch [25][580/1879] lr: 7.274e-02, eta: 4 days, 15:41:40, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3020, top5_acc: 0.5594, loss_cls: 3.1834, loss: 3.1834, grad_norm: 2.1320 2021-07-08 00:20:17,170 - mmaction - INFO - Epoch [25][600/1879] lr: 7.277e-02, eta: 4 days, 15:41:12, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5805, loss_cls: 3.1240, loss: 3.1240, grad_norm: 2.1046 2021-07-08 00:20:34,676 - mmaction - INFO - Epoch [25][620/1879] lr: 7.280e-02, eta: 4 days, 15:40:45, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5723, loss_cls: 3.1154, loss: 3.1154, grad_norm: 2.1433 2021-07-08 00:20:52,235 - mmaction - INFO - Epoch [25][640/1879] lr: 7.283e-02, eta: 4 days, 15:40:18, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5902, loss_cls: 3.0737, loss: 3.0737, grad_norm: 2.0755 2021-07-08 00:21:09,773 - mmaction - INFO - Epoch [25][660/1879] lr: 7.285e-02, eta: 4 days, 15:39:50, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5648, loss_cls: 3.1402, loss: 3.1402, grad_norm: 2.1139 2021-07-08 00:21:27,292 - mmaction - INFO - Epoch [25][680/1879] lr: 7.288e-02, eta: 4 days, 15:39:22, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5750, loss_cls: 3.0964, loss: 3.0964, grad_norm: 2.1012 2021-07-08 00:21:44,785 - mmaction - INFO - Epoch [25][700/1879] lr: 7.291e-02, eta: 4 days, 15:38:55, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5895, loss_cls: 3.0106, loss: 3.0106, grad_norm: 2.1190 2021-07-08 00:22:02,365 - mmaction - INFO - Epoch [25][720/1879] lr: 7.294e-02, eta: 4 days, 15:38:28, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5613, loss_cls: 3.1265, loss: 3.1265, grad_norm: 2.1670 2021-07-08 00:22:19,652 - mmaction - INFO - Epoch [25][740/1879] lr: 7.296e-02, eta: 4 days, 15:37:58, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5789, loss_cls: 3.0997, loss: 3.0997, grad_norm: 2.1297 2021-07-08 00:22:37,184 - mmaction - INFO - Epoch [25][760/1879] lr: 7.299e-02, eta: 4 days, 15:37:31, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5793, loss_cls: 3.1060, loss: 3.1060, grad_norm: 2.1097 2021-07-08 00:22:54,678 - mmaction - INFO - Epoch [25][780/1879] lr: 7.302e-02, eta: 4 days, 15:37:03, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3199, top5_acc: 0.5676, loss_cls: 3.1487, loss: 3.1487, grad_norm: 2.1319 2021-07-08 00:23:12,185 - mmaction - INFO - Epoch [25][800/1879] lr: 7.305e-02, eta: 4 days, 15:36:36, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5793, loss_cls: 3.1132, loss: 3.1132, grad_norm: 2.1285 2021-07-08 00:23:29,814 - mmaction - INFO - Epoch [25][820/1879] lr: 7.308e-02, eta: 4 days, 15:36:09, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5652, loss_cls: 3.1770, loss: 3.1770, grad_norm: 2.1805 2021-07-08 00:23:47,369 - mmaction - INFO - Epoch [25][840/1879] lr: 7.310e-02, eta: 4 days, 15:35:42, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3148, top5_acc: 0.5691, loss_cls: 3.1507, loss: 3.1507, grad_norm: 2.1374 2021-07-08 00:24:04,835 - mmaction - INFO - Epoch [25][860/1879] lr: 7.313e-02, eta: 4 days, 15:35:14, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5828, loss_cls: 3.0867, loss: 3.0867, grad_norm: 2.1007 2021-07-08 00:24:22,337 - mmaction - INFO - Epoch [25][880/1879] lr: 7.316e-02, eta: 4 days, 15:34:46, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5738, loss_cls: 3.1164, loss: 3.1164, grad_norm: 2.1894 2021-07-08 00:24:39,751 - mmaction - INFO - Epoch [25][900/1879] lr: 7.319e-02, eta: 4 days, 15:34:18, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5758, loss_cls: 3.0782, loss: 3.0782, grad_norm: 2.0473 2021-07-08 00:24:57,492 - mmaction - INFO - Epoch [25][920/1879] lr: 7.321e-02, eta: 4 days, 15:33:53, time: 0.886, data_time: 0.005, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5762, loss_cls: 3.0967, loss: 3.0967, grad_norm: 2.1403 2021-07-08 00:25:14,978 - mmaction - INFO - Epoch [25][940/1879] lr: 7.324e-02, eta: 4 days, 15:33:25, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3113, top5_acc: 0.5605, loss_cls: 3.1097, loss: 3.1097, grad_norm: 2.1037 2021-07-08 00:25:32,599 - mmaction - INFO - Epoch [25][960/1879] lr: 7.327e-02, eta: 4 days, 15:32:58, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.2988, top5_acc: 0.5527, loss_cls: 3.2314, loss: 3.2314, grad_norm: 2.1218 2021-07-08 00:25:50,011 - mmaction - INFO - Epoch [25][980/1879] lr: 7.330e-02, eta: 4 days, 15:32:30, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3023, top5_acc: 0.5684, loss_cls: 3.1392, loss: 3.1392, grad_norm: 2.1313 2021-07-08 00:26:07,576 - mmaction - INFO - Epoch [25][1000/1879] lr: 7.332e-02, eta: 4 days, 15:32:04, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5754, loss_cls: 3.1160, loss: 3.1160, grad_norm: 2.0481 2021-07-08 00:26:25,128 - mmaction - INFO - Epoch [25][1020/1879] lr: 7.335e-02, eta: 4 days, 15:31:36, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5801, loss_cls: 3.0935, loss: 3.0935, grad_norm: 2.1001 2021-07-08 00:26:42,638 - mmaction - INFO - Epoch [25][1040/1879] lr: 7.338e-02, eta: 4 days, 15:31:09, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5840, loss_cls: 3.0476, loss: 3.0476, grad_norm: 2.1087 2021-07-08 00:26:59,994 - mmaction - INFO - Epoch [25][1060/1879] lr: 7.341e-02, eta: 4 days, 15:30:40, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5637, loss_cls: 3.0954, loss: 3.0954, grad_norm: 2.1572 2021-07-08 00:27:17,570 - mmaction - INFO - Epoch [25][1080/1879] lr: 7.343e-02, eta: 4 days, 15:30:13, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5746, loss_cls: 3.1488, loss: 3.1488, grad_norm: 2.1035 2021-07-08 00:27:35,149 - mmaction - INFO - Epoch [25][1100/1879] lr: 7.346e-02, eta: 4 days, 15:29:47, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5883, loss_cls: 3.0699, loss: 3.0699, grad_norm: 2.0497 2021-07-08 00:27:52,635 - mmaction - INFO - Epoch [25][1120/1879] lr: 7.349e-02, eta: 4 days, 15:29:19, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.2965, top5_acc: 0.5555, loss_cls: 3.2326, loss: 3.2326, grad_norm: 2.1204 2021-07-08 00:28:10,311 - mmaction - INFO - Epoch [25][1140/1879] lr: 7.352e-02, eta: 4 days, 15:28:52, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5820, loss_cls: 3.0792, loss: 3.0792, grad_norm: 2.0686 2021-07-08 00:28:27,941 - mmaction - INFO - Epoch [25][1160/1879] lr: 7.354e-02, eta: 4 days, 15:28:27, time: 0.884, data_time: 0.007, memory: 6462, top1_acc: 0.3109, top5_acc: 0.5672, loss_cls: 3.1152, loss: 3.1152, grad_norm: 2.1046 2021-07-08 00:28:45,494 - mmaction - INFO - Epoch [25][1180/1879] lr: 7.357e-02, eta: 4 days, 15:28:00, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5828, loss_cls: 3.1360, loss: 3.1360, grad_norm: 2.1548 2021-07-08 00:29:03,049 - mmaction - INFO - Epoch [25][1200/1879] lr: 7.360e-02, eta: 4 days, 15:27:33, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3109, top5_acc: 0.5652, loss_cls: 3.1678, loss: 3.1678, grad_norm: 2.1432 2021-07-08 00:29:20,642 - mmaction - INFO - Epoch [25][1220/1879] lr: 7.363e-02, eta: 4 days, 15:27:06, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3137, top5_acc: 0.5875, loss_cls: 3.0950, loss: 3.0950, grad_norm: 2.0830 2021-07-08 00:29:38,084 - mmaction - INFO - Epoch [25][1240/1879] lr: 7.365e-02, eta: 4 days, 15:26:38, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3133, top5_acc: 0.5629, loss_cls: 3.1379, loss: 3.1379, grad_norm: 2.0866 2021-07-08 00:29:55,730 - mmaction - INFO - Epoch [25][1260/1879] lr: 7.368e-02, eta: 4 days, 15:26:12, time: 0.884, data_time: 0.002, memory: 6462, top1_acc: 0.3176, top5_acc: 0.5648, loss_cls: 3.1345, loss: 3.1345, grad_norm: 2.0661 2021-07-08 00:30:13,375 - mmaction - INFO - Epoch [25][1280/1879] lr: 7.371e-02, eta: 4 days, 15:25:46, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5516, loss_cls: 3.1839, loss: 3.1839, grad_norm: 2.1150 2021-07-08 00:30:30,985 - mmaction - INFO - Epoch [25][1300/1879] lr: 7.374e-02, eta: 4 days, 15:25:19, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5773, loss_cls: 3.0911, loss: 3.0911, grad_norm: 2.0519 2021-07-08 00:30:48,558 - mmaction - INFO - Epoch [25][1320/1879] lr: 7.376e-02, eta: 4 days, 15:24:52, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5773, loss_cls: 3.1018, loss: 3.1018, grad_norm: 2.1064 2021-07-08 00:31:06,130 - mmaction - INFO - Epoch [25][1340/1879] lr: 7.379e-02, eta: 4 days, 15:24:26, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3215, top5_acc: 0.5820, loss_cls: 3.0759, loss: 3.0759, grad_norm: 2.1364 2021-07-08 00:31:23,745 - mmaction - INFO - Epoch [25][1360/1879] lr: 7.382e-02, eta: 4 days, 15:24:00, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5836, loss_cls: 3.1074, loss: 3.1074, grad_norm: 2.0934 2021-07-08 00:31:41,263 - mmaction - INFO - Epoch [25][1380/1879] lr: 7.385e-02, eta: 4 days, 15:23:33, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5648, loss_cls: 3.1536, loss: 3.1536, grad_norm: 2.1562 2021-07-08 00:31:58,883 - mmaction - INFO - Epoch [25][1400/1879] lr: 7.387e-02, eta: 4 days, 15:23:06, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5734, loss_cls: 3.1433, loss: 3.1433, grad_norm: 2.1626 2021-07-08 00:32:16,355 - mmaction - INFO - Epoch [25][1420/1879] lr: 7.390e-02, eta: 4 days, 15:22:38, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5730, loss_cls: 3.1071, loss: 3.1071, grad_norm: 2.0973 2021-07-08 00:32:33,897 - mmaction - INFO - Epoch [25][1440/1879] lr: 7.393e-02, eta: 4 days, 15:22:12, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5645, loss_cls: 3.1172, loss: 3.1172, grad_norm: 2.0695 2021-07-08 00:32:51,361 - mmaction - INFO - Epoch [25][1460/1879] lr: 7.396e-02, eta: 4 days, 15:21:44, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5801, loss_cls: 3.0852, loss: 3.0852, grad_norm: 2.1451 2021-07-08 00:33:08,864 - mmaction - INFO - Epoch [25][1480/1879] lr: 7.399e-02, eta: 4 days, 15:21:16, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5793, loss_cls: 3.0955, loss: 3.0955, grad_norm: 2.1217 2021-07-08 00:33:26,351 - mmaction - INFO - Epoch [25][1500/1879] lr: 7.401e-02, eta: 4 days, 15:20:49, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5793, loss_cls: 3.0862, loss: 3.0862, grad_norm: 2.1200 2021-07-08 00:33:43,910 - mmaction - INFO - Epoch [25][1520/1879] lr: 7.404e-02, eta: 4 days, 15:20:22, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5871, loss_cls: 3.0385, loss: 3.0385, grad_norm: 2.1190 2021-07-08 00:34:01,426 - mmaction - INFO - Epoch [25][1540/1879] lr: 7.407e-02, eta: 4 days, 15:19:55, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3199, top5_acc: 0.5660, loss_cls: 3.1273, loss: 3.1273, grad_norm: 2.1719 2021-07-08 00:34:19,026 - mmaction - INFO - Epoch [25][1560/1879] lr: 7.410e-02, eta: 4 days, 15:19:29, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5773, loss_cls: 3.1551, loss: 3.1551, grad_norm: 2.1169 2021-07-08 00:34:36,512 - mmaction - INFO - Epoch [25][1580/1879] lr: 7.412e-02, eta: 4 days, 15:19:01, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3090, top5_acc: 0.5711, loss_cls: 3.1325, loss: 3.1325, grad_norm: 2.1151 2021-07-08 00:34:53,953 - mmaction - INFO - Epoch [25][1600/1879] lr: 7.415e-02, eta: 4 days, 15:18:33, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3219, top5_acc: 0.5965, loss_cls: 3.0103, loss: 3.0103, grad_norm: 2.1164 2021-07-08 00:35:11,599 - mmaction - INFO - Epoch [25][1620/1879] lr: 7.418e-02, eta: 4 days, 15:18:07, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5668, loss_cls: 3.1076, loss: 3.1076, grad_norm: 2.1618 2021-07-08 00:35:29,072 - mmaction - INFO - Epoch [25][1640/1879] lr: 7.421e-02, eta: 4 days, 15:17:40, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3176, top5_acc: 0.5754, loss_cls: 3.0799, loss: 3.0799, grad_norm: 2.0987 2021-07-08 00:35:46,568 - mmaction - INFO - Epoch [25][1660/1879] lr: 7.423e-02, eta: 4 days, 15:17:12, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3133, top5_acc: 0.5586, loss_cls: 3.1601, loss: 3.1601, grad_norm: 2.1532 2021-07-08 00:36:04,027 - mmaction - INFO - Epoch [25][1680/1879] lr: 7.426e-02, eta: 4 days, 15:16:45, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5789, loss_cls: 3.0673, loss: 3.0673, grad_norm: 2.0555 2021-07-08 00:36:21,695 - mmaction - INFO - Epoch [25][1700/1879] lr: 7.429e-02, eta: 4 days, 15:16:19, time: 0.884, data_time: 0.004, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5855, loss_cls: 3.0981, loss: 3.0981, grad_norm: 2.1379 2021-07-08 00:36:39,189 - mmaction - INFO - Epoch [25][1720/1879] lr: 7.432e-02, eta: 4 days, 15:15:52, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5723, loss_cls: 3.1626, loss: 3.1626, grad_norm: 2.1166 2021-07-08 00:36:56,743 - mmaction - INFO - Epoch [25][1740/1879] lr: 7.434e-02, eta: 4 days, 15:15:25, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5793, loss_cls: 3.0923, loss: 3.0923, grad_norm: 2.0990 2021-07-08 00:37:14,265 - mmaction - INFO - Epoch [25][1760/1879] lr: 7.437e-02, eta: 4 days, 15:14:58, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5762, loss_cls: 3.0809, loss: 3.0809, grad_norm: 2.1384 2021-07-08 00:37:31,818 - mmaction - INFO - Epoch [25][1780/1879] lr: 7.440e-02, eta: 4 days, 15:14:31, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5699, loss_cls: 3.1171, loss: 3.1171, grad_norm: 2.1222 2021-07-08 00:37:49,270 - mmaction - INFO - Epoch [25][1800/1879] lr: 7.443e-02, eta: 4 days, 15:14:03, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5816, loss_cls: 3.1095, loss: 3.1095, grad_norm: 2.1186 2021-07-08 00:38:06,872 - mmaction - INFO - Epoch [25][1820/1879] lr: 7.445e-02, eta: 4 days, 15:13:37, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3078, top5_acc: 0.5648, loss_cls: 3.1323, loss: 3.1323, grad_norm: 2.0694 2021-07-08 00:38:24,373 - mmaction - INFO - Epoch [25][1840/1879] lr: 7.448e-02, eta: 4 days, 15:13:10, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5609, loss_cls: 3.1555, loss: 3.1555, grad_norm: 2.1181 2021-07-08 00:38:41,920 - mmaction - INFO - Epoch [25][1860/1879] lr: 7.451e-02, eta: 4 days, 15:12:43, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3219, top5_acc: 0.5687, loss_cls: 3.1551, loss: 3.1551, grad_norm: 2.0922 2021-07-08 00:42:59,935 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 00:43:00,750 - mmaction - INFO - top1_acc 0.3691 top5_acc 0.6501 2021-07-08 00:43:00,750 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 00:43:00,809 - mmaction - INFO - mean_acc 0.3689 2021-07-08 00:43:01,235 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_25.pth. 2021-07-08 00:43:01,235 - mmaction - INFO - Best top1_acc is 0.3691 at 25 epoch. 2021-07-08 00:43:01,241 - mmaction - INFO - Epoch(val) [25][155] top1_acc: 0.3691, top5_acc: 0.6501, mean_class_accuracy: 0.3689 2021-07-08 00:44:33,178 - mmaction - INFO - Epoch [26][20/1879] lr: 7.442e-02, eta: 4 days, 15:20:43, time: 4.594, data_time: 3.410, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5879, loss_cls: 3.0101, loss: 3.0101, grad_norm: 2.1142 2021-07-08 00:44:50,187 - mmaction - INFO - Epoch [26][40/1879] lr: 7.445e-02, eta: 4 days, 15:20:10, time: 0.847, data_time: 0.005, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5871, loss_cls: 3.0878, loss: 3.0878, grad_norm: 2.1226 2021-07-08 00:45:07,465 - mmaction - INFO - Epoch [26][60/1879] lr: 7.448e-02, eta: 4 days, 15:19:42, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5719, loss_cls: 3.0907, loss: 3.0907, grad_norm: 2.0674 2021-07-08 00:45:24,775 - mmaction - INFO - Epoch [26][80/1879] lr: 7.451e-02, eta: 4 days, 15:19:12, time: 0.864, data_time: 0.000, memory: 6462, top1_acc: 0.3438, top5_acc: 0.6039, loss_cls: 2.9510, loss: 2.9510, grad_norm: 2.0797 2021-07-08 00:45:42,228 - mmaction - INFO - Epoch [26][100/1879] lr: 7.453e-02, eta: 4 days, 15:18:45, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3215, top5_acc: 0.5684, loss_cls: 3.1116, loss: 3.1116, grad_norm: 2.1633 2021-07-08 00:45:59,703 - mmaction - INFO - Epoch [26][120/1879] lr: 7.456e-02, eta: 4 days, 15:18:17, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5660, loss_cls: 3.1195, loss: 3.1195, grad_norm: 2.1374 2021-07-08 00:46:17,312 - mmaction - INFO - Epoch [26][140/1879] lr: 7.459e-02, eta: 4 days, 15:17:51, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5855, loss_cls: 3.0442, loss: 3.0442, grad_norm: 2.1041 2021-07-08 00:46:34,816 - mmaction - INFO - Epoch [26][160/1879] lr: 7.462e-02, eta: 4 days, 15:17:23, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5941, loss_cls: 3.0470, loss: 3.0470, grad_norm: 2.1264 2021-07-08 00:46:52,403 - mmaction - INFO - Epoch [26][180/1879] lr: 7.464e-02, eta: 4 days, 15:16:57, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6012, loss_cls: 3.0400, loss: 3.0400, grad_norm: 2.0798 2021-07-08 00:47:09,815 - mmaction - INFO - Epoch [26][200/1879] lr: 7.467e-02, eta: 4 days, 15:16:28, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3105, top5_acc: 0.5824, loss_cls: 3.0973, loss: 3.0973, grad_norm: 2.1433 2021-07-08 00:47:27,224 - mmaction - INFO - Epoch [26][220/1879] lr: 7.470e-02, eta: 4 days, 15:16:00, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5793, loss_cls: 3.0851, loss: 3.0851, grad_norm: 2.1057 2021-07-08 00:47:44,675 - mmaction - INFO - Epoch [26][240/1879] lr: 7.473e-02, eta: 4 days, 15:15:32, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5742, loss_cls: 3.1080, loss: 3.1080, grad_norm: 2.0966 2021-07-08 00:48:02,032 - mmaction - INFO - Epoch [26][260/1879] lr: 7.475e-02, eta: 4 days, 15:15:04, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5801, loss_cls: 3.1262, loss: 3.1262, grad_norm: 2.1379 2021-07-08 00:48:19,597 - mmaction - INFO - Epoch [26][280/1879] lr: 7.478e-02, eta: 4 days, 15:14:37, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5687, loss_cls: 3.0863, loss: 3.0863, grad_norm: 2.0935 2021-07-08 00:48:37,111 - mmaction - INFO - Epoch [26][300/1879] lr: 7.481e-02, eta: 4 days, 15:14:10, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5848, loss_cls: 3.1211, loss: 3.1211, grad_norm: 2.1393 2021-07-08 00:48:54,805 - mmaction - INFO - Epoch [26][320/1879] lr: 7.484e-02, eta: 4 days, 15:13:44, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5898, loss_cls: 3.0867, loss: 3.0867, grad_norm: 2.1225 2021-07-08 00:49:12,308 - mmaction - INFO - Epoch [26][340/1879] lr: 7.486e-02, eta: 4 days, 15:13:17, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5938, loss_cls: 3.0037, loss: 3.0037, grad_norm: 2.0565 2021-07-08 00:49:29,913 - mmaction - INFO - Epoch [26][360/1879] lr: 7.489e-02, eta: 4 days, 15:12:51, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3375, top5_acc: 0.6090, loss_cls: 2.9747, loss: 2.9747, grad_norm: 2.1137 2021-07-08 00:49:47,411 - mmaction - INFO - Epoch [26][380/1879] lr: 7.492e-02, eta: 4 days, 15:12:23, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5840, loss_cls: 3.0565, loss: 3.0565, grad_norm: 2.1697 2021-07-08 00:50:04,915 - mmaction - INFO - Epoch [26][400/1879] lr: 7.495e-02, eta: 4 days, 15:11:56, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5836, loss_cls: 3.0970, loss: 3.0970, grad_norm: 2.1173 2021-07-08 00:50:22,487 - mmaction - INFO - Epoch [26][420/1879] lr: 7.497e-02, eta: 4 days, 15:11:29, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3227, top5_acc: 0.5863, loss_cls: 3.0923, loss: 3.0923, grad_norm: 2.1389 2021-07-08 00:50:39,984 - mmaction - INFO - Epoch [26][440/1879] lr: 7.500e-02, eta: 4 days, 15:11:02, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.3137, top5_acc: 0.5836, loss_cls: 3.1082, loss: 3.1082, grad_norm: 2.1118 2021-07-08 00:50:57,393 - mmaction - INFO - Epoch [26][460/1879] lr: 7.503e-02, eta: 4 days, 15:10:34, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5727, loss_cls: 3.0781, loss: 3.0781, grad_norm: 2.0573 2021-07-08 00:51:14,927 - mmaction - INFO - Epoch [26][480/1879] lr: 7.506e-02, eta: 4 days, 15:10:07, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3148, top5_acc: 0.5676, loss_cls: 3.1398, loss: 3.1398, grad_norm: 2.0921 2021-07-08 00:51:32,314 - mmaction - INFO - Epoch [26][500/1879] lr: 7.508e-02, eta: 4 days, 15:09:39, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5813, loss_cls: 3.0817, loss: 3.0817, grad_norm: 2.0936 2021-07-08 00:51:49,900 - mmaction - INFO - Epoch [26][520/1879] lr: 7.511e-02, eta: 4 days, 15:09:12, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5813, loss_cls: 3.1105, loss: 3.1105, grad_norm: 2.1335 2021-07-08 00:52:07,569 - mmaction - INFO - Epoch [26][540/1879] lr: 7.514e-02, eta: 4 days, 15:08:46, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5957, loss_cls: 3.0213, loss: 3.0213, grad_norm: 2.0958 2021-07-08 00:52:25,097 - mmaction - INFO - Epoch [26][560/1879] lr: 7.517e-02, eta: 4 days, 15:08:20, time: 0.880, data_time: 0.008, memory: 6462, top1_acc: 0.3219, top5_acc: 0.5715, loss_cls: 3.1492, loss: 3.1492, grad_norm: 2.2084 2021-07-08 00:52:42,509 - mmaction - INFO - Epoch [26][580/1879] lr: 7.519e-02, eta: 4 days, 15:07:52, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5844, loss_cls: 3.0886, loss: 3.0886, grad_norm: 2.1458 2021-07-08 00:52:59,961 - mmaction - INFO - Epoch [26][600/1879] lr: 7.522e-02, eta: 4 days, 15:07:24, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5801, loss_cls: 3.1275, loss: 3.1275, grad_norm: 2.1032 2021-07-08 00:53:17,450 - mmaction - INFO - Epoch [26][620/1879] lr: 7.525e-02, eta: 4 days, 15:06:57, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5895, loss_cls: 3.0509, loss: 3.0509, grad_norm: 2.0732 2021-07-08 00:53:34,958 - mmaction - INFO - Epoch [26][640/1879] lr: 7.528e-02, eta: 4 days, 15:06:30, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5785, loss_cls: 3.0934, loss: 3.0934, grad_norm: 2.1332 2021-07-08 00:53:52,416 - mmaction - INFO - Epoch [26][660/1879] lr: 7.530e-02, eta: 4 days, 15:06:02, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5719, loss_cls: 3.0696, loss: 3.0696, grad_norm: 2.1170 2021-07-08 00:54:09,950 - mmaction - INFO - Epoch [26][680/1879] lr: 7.533e-02, eta: 4 days, 15:05:35, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3133, top5_acc: 0.5699, loss_cls: 3.1300, loss: 3.1300, grad_norm: 2.1352 2021-07-08 00:54:27,547 - mmaction - INFO - Epoch [26][700/1879] lr: 7.536e-02, eta: 4 days, 15:05:09, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5805, loss_cls: 3.0882, loss: 3.0882, grad_norm: 2.0781 2021-07-08 00:54:45,029 - mmaction - INFO - Epoch [26][720/1879] lr: 7.539e-02, eta: 4 days, 15:04:42, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3152, top5_acc: 0.5742, loss_cls: 3.1624, loss: 3.1624, grad_norm: 2.0997 2021-07-08 00:55:02,658 - mmaction - INFO - Epoch [26][740/1879] lr: 7.541e-02, eta: 4 days, 15:04:16, time: 0.883, data_time: 0.005, memory: 6462, top1_acc: 0.3199, top5_acc: 0.5762, loss_cls: 3.1001, loss: 3.1001, grad_norm: 2.0735 2021-07-08 00:55:20,133 - mmaction - INFO - Epoch [26][760/1879] lr: 7.544e-02, eta: 4 days, 15:03:49, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3082, top5_acc: 0.5516, loss_cls: 3.2054, loss: 3.2054, grad_norm: 2.1466 2021-07-08 00:55:37,532 - mmaction - INFO - Epoch [26][780/1879] lr: 7.547e-02, eta: 4 days, 15:03:20, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5750, loss_cls: 3.0996, loss: 3.0996, grad_norm: 2.0790 2021-07-08 00:55:54,974 - mmaction - INFO - Epoch [26][800/1879] lr: 7.550e-02, eta: 4 days, 15:02:53, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5809, loss_cls: 3.0949, loss: 3.0949, grad_norm: 2.0839 2021-07-08 00:56:12,537 - mmaction - INFO - Epoch [26][820/1879] lr: 7.552e-02, eta: 4 days, 15:02:26, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5742, loss_cls: 3.1285, loss: 3.1285, grad_norm: 2.1383 2021-07-08 00:56:30,118 - mmaction - INFO - Epoch [26][840/1879] lr: 7.555e-02, eta: 4 days, 15:02:00, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5742, loss_cls: 3.0869, loss: 3.0869, grad_norm: 2.1111 2021-07-08 00:56:47,538 - mmaction - INFO - Epoch [26][860/1879] lr: 7.558e-02, eta: 4 days, 15:01:32, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5684, loss_cls: 3.1088, loss: 3.1088, grad_norm: 2.0981 2021-07-08 00:57:05,118 - mmaction - INFO - Epoch [26][880/1879] lr: 7.561e-02, eta: 4 days, 15:01:06, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5891, loss_cls: 3.0361, loss: 3.0361, grad_norm: 2.1016 2021-07-08 00:57:22,537 - mmaction - INFO - Epoch [26][900/1879] lr: 7.563e-02, eta: 4 days, 15:00:38, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3133, top5_acc: 0.5793, loss_cls: 3.1030, loss: 3.1030, grad_norm: 2.0921 2021-07-08 00:57:40,083 - mmaction - INFO - Epoch [26][920/1879] lr: 7.566e-02, eta: 4 days, 15:00:11, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5813, loss_cls: 3.0762, loss: 3.0762, grad_norm: 2.1379 2021-07-08 00:57:57,505 - mmaction - INFO - Epoch [26][940/1879] lr: 7.569e-02, eta: 4 days, 14:59:43, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5734, loss_cls: 3.0807, loss: 3.0807, grad_norm: 2.0950 2021-07-08 00:58:14,952 - mmaction - INFO - Epoch [26][960/1879] lr: 7.572e-02, eta: 4 days, 14:59:16, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5773, loss_cls: 3.0544, loss: 3.0544, grad_norm: 2.1200 2021-07-08 00:58:32,413 - mmaction - INFO - Epoch [26][980/1879] lr: 7.574e-02, eta: 4 days, 14:58:48, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3172, top5_acc: 0.5918, loss_cls: 3.1171, loss: 3.1171, grad_norm: 2.1233 2021-07-08 00:58:49,823 - mmaction - INFO - Epoch [26][1000/1879] lr: 7.577e-02, eta: 4 days, 14:58:21, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5891, loss_cls: 3.0829, loss: 3.0829, grad_norm: 2.1151 2021-07-08 00:59:07,413 - mmaction - INFO - Epoch [26][1020/1879] lr: 7.580e-02, eta: 4 days, 14:57:54, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5809, loss_cls: 3.1154, loss: 3.1154, grad_norm: 2.0955 2021-07-08 00:59:24,899 - mmaction - INFO - Epoch [26][1040/1879] lr: 7.583e-02, eta: 4 days, 14:57:27, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5996, loss_cls: 3.0516, loss: 3.0516, grad_norm: 2.1117 2021-07-08 00:59:42,398 - mmaction - INFO - Epoch [26][1060/1879] lr: 7.586e-02, eta: 4 days, 14:57:00, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3148, top5_acc: 0.5844, loss_cls: 3.0674, loss: 3.0674, grad_norm: 2.1296 2021-07-08 00:59:59,931 - mmaction - INFO - Epoch [26][1080/1879] lr: 7.588e-02, eta: 4 days, 14:56:34, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5898, loss_cls: 3.0531, loss: 3.0531, grad_norm: 2.0968 2021-07-08 01:00:17,451 - mmaction - INFO - Epoch [26][1100/1879] lr: 7.591e-02, eta: 4 days, 14:56:07, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5930, loss_cls: 3.0200, loss: 3.0200, grad_norm: 2.0549 2021-07-08 01:00:35,001 - mmaction - INFO - Epoch [26][1120/1879] lr: 7.594e-02, eta: 4 days, 14:55:40, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5793, loss_cls: 3.1287, loss: 3.1287, grad_norm: 2.1232 2021-07-08 01:00:52,328 - mmaction - INFO - Epoch [26][1140/1879] lr: 7.597e-02, eta: 4 days, 14:55:12, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3180, top5_acc: 0.5723, loss_cls: 3.1387, loss: 3.1387, grad_norm: 2.1076 2021-07-08 01:01:09,804 - mmaction - INFO - Epoch [26][1160/1879] lr: 7.599e-02, eta: 4 days, 14:54:44, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5723, loss_cls: 3.0876, loss: 3.0876, grad_norm: 2.0762 2021-07-08 01:01:27,345 - mmaction - INFO - Epoch [26][1180/1879] lr: 7.602e-02, eta: 4 days, 14:54:18, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5832, loss_cls: 3.0809, loss: 3.0809, grad_norm: 2.1541 2021-07-08 01:01:44,836 - mmaction - INFO - Epoch [26][1200/1879] lr: 7.605e-02, eta: 4 days, 14:53:51, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5930, loss_cls: 2.9966, loss: 2.9966, grad_norm: 2.0789 2021-07-08 01:02:02,400 - mmaction - INFO - Epoch [26][1220/1879] lr: 7.608e-02, eta: 4 days, 14:53:24, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5801, loss_cls: 3.0579, loss: 3.0579, grad_norm: 2.0946 2021-07-08 01:02:19,960 - mmaction - INFO - Epoch [26][1240/1879] lr: 7.610e-02, eta: 4 days, 14:52:58, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5629, loss_cls: 3.1330, loss: 3.1330, grad_norm: 2.0738 2021-07-08 01:02:37,399 - mmaction - INFO - Epoch [26][1260/1879] lr: 7.613e-02, eta: 4 days, 14:52:30, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3215, top5_acc: 0.5793, loss_cls: 3.1097, loss: 3.1097, grad_norm: 2.0700 2021-07-08 01:02:54,969 - mmaction - INFO - Epoch [26][1280/1879] lr: 7.616e-02, eta: 4 days, 14:52:04, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5668, loss_cls: 3.1496, loss: 3.1496, grad_norm: 2.1018 2021-07-08 01:03:12,463 - mmaction - INFO - Epoch [26][1300/1879] lr: 7.619e-02, eta: 4 days, 14:51:37, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3148, top5_acc: 0.5762, loss_cls: 3.1331, loss: 3.1331, grad_norm: 2.0980 2021-07-08 01:03:30,016 - mmaction - INFO - Epoch [26][1320/1879] lr: 7.621e-02, eta: 4 days, 14:51:11, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5785, loss_cls: 3.1017, loss: 3.1017, grad_norm: 2.0751 2021-07-08 01:03:47,606 - mmaction - INFO - Epoch [26][1340/1879] lr: 7.624e-02, eta: 4 days, 14:50:45, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3199, top5_acc: 0.5750, loss_cls: 3.1314, loss: 3.1314, grad_norm: 2.1100 2021-07-08 01:04:05,079 - mmaction - INFO - Epoch [26][1360/1879] lr: 7.627e-02, eta: 4 days, 14:50:18, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5824, loss_cls: 3.0555, loss: 3.0555, grad_norm: 2.0579 2021-07-08 01:04:22,591 - mmaction - INFO - Epoch [26][1380/1879] lr: 7.630e-02, eta: 4 days, 14:49:51, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5855, loss_cls: 3.0520, loss: 3.0520, grad_norm: 2.0635 2021-07-08 01:04:40,045 - mmaction - INFO - Epoch [26][1400/1879] lr: 7.632e-02, eta: 4 days, 14:49:23, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5938, loss_cls: 3.0596, loss: 3.0596, grad_norm: 2.0674 2021-07-08 01:04:57,617 - mmaction - INFO - Epoch [26][1420/1879] lr: 7.635e-02, eta: 4 days, 14:48:57, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5617, loss_cls: 3.1306, loss: 3.1306, grad_norm: 2.0844 2021-07-08 01:05:15,266 - mmaction - INFO - Epoch [26][1440/1879] lr: 7.638e-02, eta: 4 days, 14:48:31, time: 0.882, data_time: 0.007, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5891, loss_cls: 3.0412, loss: 3.0412, grad_norm: 2.0941 2021-07-08 01:05:32,765 - mmaction - INFO - Epoch [26][1460/1879] lr: 7.641e-02, eta: 4 days, 14:48:05, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3137, top5_acc: 0.5715, loss_cls: 3.1300, loss: 3.1300, grad_norm: 2.1451 2021-07-08 01:05:50,224 - mmaction - INFO - Epoch [26][1480/1879] lr: 7.643e-02, eta: 4 days, 14:47:38, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5855, loss_cls: 3.0466, loss: 3.0466, grad_norm: 2.1103 2021-07-08 01:06:07,826 - mmaction - INFO - Epoch [26][1500/1879] lr: 7.646e-02, eta: 4 days, 14:47:11, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5781, loss_cls: 3.1258, loss: 3.1258, grad_norm: 2.0931 2021-07-08 01:06:25,280 - mmaction - INFO - Epoch [26][1520/1879] lr: 7.649e-02, eta: 4 days, 14:46:44, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5809, loss_cls: 3.1075, loss: 3.1075, grad_norm: 2.1316 2021-07-08 01:06:42,742 - mmaction - INFO - Epoch [26][1540/1879] lr: 7.652e-02, eta: 4 days, 14:46:17, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5613, loss_cls: 3.1545, loss: 3.1545, grad_norm: 2.1102 2021-07-08 01:07:00,286 - mmaction - INFO - Epoch [26][1560/1879] lr: 7.654e-02, eta: 4 days, 14:45:51, time: 0.879, data_time: 0.007, memory: 6462, top1_acc: 0.3152, top5_acc: 0.5719, loss_cls: 3.1345, loss: 3.1345, grad_norm: 2.0888 2021-07-08 01:07:17,919 - mmaction - INFO - Epoch [26][1580/1879] lr: 7.657e-02, eta: 4 days, 14:45:25, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.3199, top5_acc: 0.5871, loss_cls: 3.0623, loss: 3.0623, grad_norm: 2.1347 2021-07-08 01:07:35,467 - mmaction - INFO - Epoch [26][1600/1879] lr: 7.660e-02, eta: 4 days, 14:44:59, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3070, top5_acc: 0.5723, loss_cls: 3.1283, loss: 3.1283, grad_norm: 2.1181 2021-07-08 01:07:52,896 - mmaction - INFO - Epoch [26][1620/1879] lr: 7.663e-02, eta: 4 days, 14:44:31, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5836, loss_cls: 3.0472, loss: 3.0472, grad_norm: 2.0442 2021-07-08 01:08:10,413 - mmaction - INFO - Epoch [26][1640/1879] lr: 7.665e-02, eta: 4 days, 14:44:05, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5801, loss_cls: 3.0597, loss: 3.0597, grad_norm: 2.0316 2021-07-08 01:08:27,871 - mmaction - INFO - Epoch [26][1660/1879] lr: 7.668e-02, eta: 4 days, 14:43:38, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5852, loss_cls: 3.0548, loss: 3.0548, grad_norm: 2.0898 2021-07-08 01:08:45,407 - mmaction - INFO - Epoch [26][1680/1879] lr: 7.671e-02, eta: 4 days, 14:43:11, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5730, loss_cls: 3.0897, loss: 3.0897, grad_norm: 2.0800 2021-07-08 01:09:02,716 - mmaction - INFO - Epoch [26][1700/1879] lr: 7.674e-02, eta: 4 days, 14:42:43, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5836, loss_cls: 3.0519, loss: 3.0519, grad_norm: 2.0992 2021-07-08 01:09:20,183 - mmaction - INFO - Epoch [26][1720/1879] lr: 7.676e-02, eta: 4 days, 14:42:16, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5863, loss_cls: 3.0328, loss: 3.0328, grad_norm: 2.1004 2021-07-08 01:09:37,623 - mmaction - INFO - Epoch [26][1740/1879] lr: 7.679e-02, eta: 4 days, 14:41:48, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3137, top5_acc: 0.5637, loss_cls: 3.1401, loss: 3.1401, grad_norm: 2.1199 2021-07-08 01:09:55,174 - mmaction - INFO - Epoch [26][1760/1879] lr: 7.682e-02, eta: 4 days, 14:41:22, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5836, loss_cls: 3.0458, loss: 3.0458, grad_norm: 2.0943 2021-07-08 01:10:12,760 - mmaction - INFO - Epoch [26][1780/1879] lr: 7.685e-02, eta: 4 days, 14:40:56, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5879, loss_cls: 3.0457, loss: 3.0457, grad_norm: 2.1160 2021-07-08 01:10:30,281 - mmaction - INFO - Epoch [26][1800/1879] lr: 7.687e-02, eta: 4 days, 14:40:29, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5762, loss_cls: 3.0830, loss: 3.0830, grad_norm: 2.1538 2021-07-08 01:10:47,857 - mmaction - INFO - Epoch [26][1820/1879] lr: 7.690e-02, eta: 4 days, 14:40:04, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5645, loss_cls: 3.1327, loss: 3.1327, grad_norm: 2.0923 2021-07-08 01:11:05,417 - mmaction - INFO - Epoch [26][1840/1879] lr: 7.693e-02, eta: 4 days, 14:39:37, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5680, loss_cls: 3.1361, loss: 3.1361, grad_norm: 2.1343 2021-07-08 01:11:22,841 - mmaction - INFO - Epoch [26][1860/1879] lr: 7.696e-02, eta: 4 days, 14:39:10, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5797, loss_cls: 3.0596, loss: 3.0596, grad_norm: 2.0708 2021-07-08 01:14:11,406 - mmaction - INFO - Epoch [27][20/1879] lr: 7.686e-02, eta: 4 days, 14:54:23, time: 7.164, data_time: 6.227, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5875, loss_cls: 3.0464, loss: 3.0464, grad_norm: 2.0948 2021-07-08 01:14:28,517 - mmaction - INFO - Epoch [27][40/1879] lr: 7.689e-02, eta: 4 days, 14:53:52, time: 0.854, data_time: 0.007, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5824, loss_cls: 3.0338, loss: 3.0338, grad_norm: 2.1106 2021-07-08 01:14:45,869 - mmaction - INFO - Epoch [27][60/1879] lr: 7.692e-02, eta: 4 days, 14:53:24, time: 0.871, data_time: 0.011, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5879, loss_cls: 3.0658, loss: 3.0658, grad_norm: 2.1240 2021-07-08 01:15:03,221 - mmaction - INFO - Epoch [27][80/1879] lr: 7.694e-02, eta: 4 days, 14:52:56, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5887, loss_cls: 3.0409, loss: 3.0409, grad_norm: 2.0878 2021-07-08 01:15:20,648 - mmaction - INFO - Epoch [27][100/1879] lr: 7.697e-02, eta: 4 days, 14:52:28, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5789, loss_cls: 3.0678, loss: 3.0678, grad_norm: 2.1588 2021-07-08 01:15:38,190 - mmaction - INFO - Epoch [27][120/1879] lr: 7.700e-02, eta: 4 days, 14:52:01, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5922, loss_cls: 3.0822, loss: 3.0822, grad_norm: 2.1199 2021-07-08 01:15:55,690 - mmaction - INFO - Epoch [27][140/1879] lr: 7.703e-02, eta: 4 days, 14:51:34, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3469, top5_acc: 0.5863, loss_cls: 3.0168, loss: 3.0168, grad_norm: 2.0838 2021-07-08 01:16:13,234 - mmaction - INFO - Epoch [27][160/1879] lr: 7.705e-02, eta: 4 days, 14:51:07, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5828, loss_cls: 3.0662, loss: 3.0662, grad_norm: 2.1129 2021-07-08 01:16:30,867 - mmaction - INFO - Epoch [27][180/1879] lr: 7.708e-02, eta: 4 days, 14:50:41, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5980, loss_cls: 3.0291, loss: 3.0291, grad_norm: 2.1198 2021-07-08 01:16:48,339 - mmaction - INFO - Epoch [27][200/1879] lr: 7.711e-02, eta: 4 days, 14:50:14, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3113, top5_acc: 0.5828, loss_cls: 3.0756, loss: 3.0756, grad_norm: 2.1497 2021-07-08 01:17:05,868 - mmaction - INFO - Epoch [27][220/1879] lr: 7.714e-02, eta: 4 days, 14:49:48, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5801, loss_cls: 3.0643, loss: 3.0643, grad_norm: 2.0844 2021-07-08 01:17:23,365 - mmaction - INFO - Epoch [27][240/1879] lr: 7.716e-02, eta: 4 days, 14:49:20, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5844, loss_cls: 3.0772, loss: 3.0772, grad_norm: 2.1758 2021-07-08 01:17:40,892 - mmaction - INFO - Epoch [27][260/1879] lr: 7.719e-02, eta: 4 days, 14:48:54, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5871, loss_cls: 3.0647, loss: 3.0647, grad_norm: 2.1003 2021-07-08 01:17:58,504 - mmaction - INFO - Epoch [27][280/1879] lr: 7.722e-02, eta: 4 days, 14:48:27, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5887, loss_cls: 3.0150, loss: 3.0150, grad_norm: 2.0872 2021-07-08 01:18:15,931 - mmaction - INFO - Epoch [27][300/1879] lr: 7.724e-02, eta: 4 days, 14:48:00, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5832, loss_cls: 3.0430, loss: 3.0430, grad_norm: 2.1021 2021-07-08 01:18:33,550 - mmaction - INFO - Epoch [27][320/1879] lr: 7.727e-02, eta: 4 days, 14:47:33, time: 0.879, data_time: 0.007, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5816, loss_cls: 3.0709, loss: 3.0709, grad_norm: 2.0962 2021-07-08 01:18:51,230 - mmaction - INFO - Epoch [27][340/1879] lr: 7.730e-02, eta: 4 days, 14:47:08, time: 0.886, data_time: 0.008, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5754, loss_cls: 3.0967, loss: 3.0967, grad_norm: 2.1273 2021-07-08 01:19:08,750 - mmaction - INFO - Epoch [27][360/1879] lr: 7.733e-02, eta: 4 days, 14:46:41, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3129, top5_acc: 0.5801, loss_cls: 3.1047, loss: 3.1047, grad_norm: 2.1292 2021-07-08 01:19:26,230 - mmaction - INFO - Epoch [27][380/1879] lr: 7.735e-02, eta: 4 days, 14:46:14, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5715, loss_cls: 3.0744, loss: 3.0744, grad_norm: 2.0646 2021-07-08 01:19:43,721 - mmaction - INFO - Epoch [27][400/1879] lr: 7.738e-02, eta: 4 days, 14:45:47, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5801, loss_cls: 3.0944, loss: 3.0944, grad_norm: 2.0897 2021-07-08 01:20:01,275 - mmaction - INFO - Epoch [27][420/1879] lr: 7.741e-02, eta: 4 days, 14:45:21, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5906, loss_cls: 3.0519, loss: 3.0519, grad_norm: 2.0287 2021-07-08 01:20:18,808 - mmaction - INFO - Epoch [27][440/1879] lr: 7.744e-02, eta: 4 days, 14:44:54, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3531, top5_acc: 0.5930, loss_cls: 2.9858, loss: 2.9858, grad_norm: 2.1119 2021-07-08 01:20:36,298 - mmaction - INFO - Epoch [27][460/1879] lr: 7.746e-02, eta: 4 days, 14:44:27, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5723, loss_cls: 3.1390, loss: 3.1390, grad_norm: 2.1288 2021-07-08 01:20:53,868 - mmaction - INFO - Epoch [27][480/1879] lr: 7.749e-02, eta: 4 days, 14:44:00, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5852, loss_cls: 3.0491, loss: 3.0491, grad_norm: 2.0749 2021-07-08 01:21:11,294 - mmaction - INFO - Epoch [27][500/1879] lr: 7.752e-02, eta: 4 days, 14:43:33, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3500, top5_acc: 0.5945, loss_cls: 2.9917, loss: 2.9917, grad_norm: 2.1039 2021-07-08 01:21:28,853 - mmaction - INFO - Epoch [27][520/1879] lr: 7.755e-02, eta: 4 days, 14:43:07, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5922, loss_cls: 3.0556, loss: 3.0556, grad_norm: 2.1505 2021-07-08 01:21:46,318 - mmaction - INFO - Epoch [27][540/1879] lr: 7.757e-02, eta: 4 days, 14:42:39, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5855, loss_cls: 3.0739, loss: 3.0739, grad_norm: 2.1406 2021-07-08 01:22:03,965 - mmaction - INFO - Epoch [27][560/1879] lr: 7.760e-02, eta: 4 days, 14:42:14, time: 0.883, data_time: 0.003, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5672, loss_cls: 3.1229, loss: 3.1229, grad_norm: 2.1263 2021-07-08 01:22:21,404 - mmaction - INFO - Epoch [27][580/1879] lr: 7.763e-02, eta: 4 days, 14:41:46, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5848, loss_cls: 3.0663, loss: 3.0663, grad_norm: 2.1173 2021-07-08 01:22:39,102 - mmaction - INFO - Epoch [27][600/1879] lr: 7.766e-02, eta: 4 days, 14:41:21, time: 0.885, data_time: 0.003, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5883, loss_cls: 3.0097, loss: 3.0097, grad_norm: 2.1310 2021-07-08 01:22:56,705 - mmaction - INFO - Epoch [27][620/1879] lr: 7.768e-02, eta: 4 days, 14:40:55, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5793, loss_cls: 3.1062, loss: 3.1062, grad_norm: 2.0699 2021-07-08 01:23:14,329 - mmaction - INFO - Epoch [27][640/1879] lr: 7.771e-02, eta: 4 days, 14:40:29, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.3496, top5_acc: 0.5984, loss_cls: 2.9813, loss: 2.9813, grad_norm: 2.0854 2021-07-08 01:23:31,868 - mmaction - INFO - Epoch [27][660/1879] lr: 7.774e-02, eta: 4 days, 14:40:03, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5969, loss_cls: 2.9995, loss: 2.9995, grad_norm: 2.0961 2021-07-08 01:23:49,290 - mmaction - INFO - Epoch [27][680/1879] lr: 7.777e-02, eta: 4 days, 14:39:35, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5988, loss_cls: 3.0234, loss: 3.0234, grad_norm: 2.1116 2021-07-08 01:24:06,884 - mmaction - INFO - Epoch [27][700/1879] lr: 7.779e-02, eta: 4 days, 14:39:09, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5582, loss_cls: 3.1950, loss: 3.1950, grad_norm: 2.1346 2021-07-08 01:24:24,506 - mmaction - INFO - Epoch [27][720/1879] lr: 7.782e-02, eta: 4 days, 14:38:43, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5816, loss_cls: 3.0764, loss: 3.0764, grad_norm: 2.0960 2021-07-08 01:24:41,996 - mmaction - INFO - Epoch [27][740/1879] lr: 7.785e-02, eta: 4 days, 14:38:17, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5855, loss_cls: 3.0817, loss: 3.0817, grad_norm: 2.0929 2021-07-08 01:24:59,511 - mmaction - INFO - Epoch [27][760/1879] lr: 7.788e-02, eta: 4 days, 14:37:50, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5828, loss_cls: 3.0716, loss: 3.0716, grad_norm: 2.0705 2021-07-08 01:25:17,020 - mmaction - INFO - Epoch [27][780/1879] lr: 7.790e-02, eta: 4 days, 14:37:23, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6043, loss_cls: 2.9889, loss: 2.9889, grad_norm: 2.0779 2021-07-08 01:25:34,554 - mmaction - INFO - Epoch [27][800/1879] lr: 7.793e-02, eta: 4 days, 14:36:57, time: 0.876, data_time: 0.000, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5859, loss_cls: 3.0579, loss: 3.0579, grad_norm: 2.1323 2021-07-08 01:25:52,201 - mmaction - INFO - Epoch [27][820/1879] lr: 7.796e-02, eta: 4 days, 14:36:31, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5934, loss_cls: 3.0058, loss: 3.0058, grad_norm: 2.1194 2021-07-08 01:26:09,763 - mmaction - INFO - Epoch [27][840/1879] lr: 7.799e-02, eta: 4 days, 14:36:05, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5758, loss_cls: 3.1025, loss: 3.1025, grad_norm: 2.1347 2021-07-08 01:26:27,279 - mmaction - INFO - Epoch [27][860/1879] lr: 7.801e-02, eta: 4 days, 14:35:38, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5965, loss_cls: 3.0265, loss: 3.0265, grad_norm: 2.0629 2021-07-08 01:26:44,710 - mmaction - INFO - Epoch [27][880/1879] lr: 7.804e-02, eta: 4 days, 14:35:11, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5828, loss_cls: 3.0273, loss: 3.0273, grad_norm: 2.0975 2021-07-08 01:27:02,293 - mmaction - INFO - Epoch [27][900/1879] lr: 7.807e-02, eta: 4 days, 14:34:44, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5875, loss_cls: 3.0174, loss: 3.0174, grad_norm: 2.0947 2021-07-08 01:27:19,753 - mmaction - INFO - Epoch [27][920/1879] lr: 7.810e-02, eta: 4 days, 14:34:18, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5863, loss_cls: 3.0581, loss: 3.0581, grad_norm: 2.0808 2021-07-08 01:27:37,299 - mmaction - INFO - Epoch [27][940/1879] lr: 7.812e-02, eta: 4 days, 14:33:51, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5680, loss_cls: 3.1224, loss: 3.1224, grad_norm: 2.0899 2021-07-08 01:27:54,759 - mmaction - INFO - Epoch [27][960/1879] lr: 7.815e-02, eta: 4 days, 14:33:24, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5934, loss_cls: 3.0400, loss: 3.0400, grad_norm: 2.0918 2021-07-08 01:28:12,307 - mmaction - INFO - Epoch [27][980/1879] lr: 7.818e-02, eta: 4 days, 14:32:58, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5926, loss_cls: 3.0303, loss: 3.0303, grad_norm: 2.0720 2021-07-08 01:28:29,720 - mmaction - INFO - Epoch [27][1000/1879] lr: 7.821e-02, eta: 4 days, 14:32:30, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5910, loss_cls: 3.0456, loss: 3.0456, grad_norm: 2.0711 2021-07-08 01:28:47,226 - mmaction - INFO - Epoch [27][1020/1879] lr: 7.823e-02, eta: 4 days, 14:32:03, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5828, loss_cls: 3.0635, loss: 3.0635, grad_norm: 2.1702 2021-07-08 01:29:04,595 - mmaction - INFO - Epoch [27][1040/1879] lr: 7.826e-02, eta: 4 days, 14:31:36, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3141, top5_acc: 0.5715, loss_cls: 3.1454, loss: 3.1454, grad_norm: 2.1007 2021-07-08 01:29:22,159 - mmaction - INFO - Epoch [27][1060/1879] lr: 7.829e-02, eta: 4 days, 14:31:09, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5770, loss_cls: 3.1155, loss: 3.1155, grad_norm: 2.1120 2021-07-08 01:29:39,604 - mmaction - INFO - Epoch [27][1080/1879] lr: 7.832e-02, eta: 4 days, 14:30:42, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5930, loss_cls: 2.9907, loss: 2.9907, grad_norm: 2.0208 2021-07-08 01:29:57,133 - mmaction - INFO - Epoch [27][1100/1879] lr: 7.834e-02, eta: 4 days, 14:30:16, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5813, loss_cls: 3.0767, loss: 3.0767, grad_norm: 2.1026 2021-07-08 01:30:14,775 - mmaction - INFO - Epoch [27][1120/1879] lr: 7.837e-02, eta: 4 days, 14:29:50, time: 0.882, data_time: 0.002, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5594, loss_cls: 3.1243, loss: 3.1243, grad_norm: 2.0894 2021-07-08 01:30:32,368 - mmaction - INFO - Epoch [27][1140/1879] lr: 7.840e-02, eta: 4 days, 14:29:24, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3148, top5_acc: 0.5707, loss_cls: 3.1009, loss: 3.1009, grad_norm: 2.0598 2021-07-08 01:30:49,947 - mmaction - INFO - Epoch [27][1160/1879] lr: 7.843e-02, eta: 4 days, 14:28:58, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5832, loss_cls: 3.0749, loss: 3.0749, grad_norm: 2.1242 2021-07-08 01:31:07,525 - mmaction - INFO - Epoch [27][1180/1879] lr: 7.845e-02, eta: 4 days, 14:28:32, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3176, top5_acc: 0.5781, loss_cls: 3.1008, loss: 3.1008, grad_norm: 2.1692 2021-07-08 01:31:24,976 - mmaction - INFO - Epoch [27][1200/1879] lr: 7.848e-02, eta: 4 days, 14:28:05, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5863, loss_cls: 3.0586, loss: 3.0586, grad_norm: 2.1050 2021-07-08 01:31:42,544 - mmaction - INFO - Epoch [27][1220/1879] lr: 7.851e-02, eta: 4 days, 14:27:39, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5824, loss_cls: 3.0323, loss: 3.0323, grad_norm: 2.0793 2021-07-08 01:32:00,204 - mmaction - INFO - Epoch [27][1240/1879] lr: 7.854e-02, eta: 4 days, 14:27:14, time: 0.884, data_time: 0.004, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5867, loss_cls: 2.9949, loss: 2.9949, grad_norm: 2.0631 2021-07-08 01:32:17,753 - mmaction - INFO - Epoch [27][1260/1879] lr: 7.856e-02, eta: 4 days, 14:26:47, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5773, loss_cls: 3.0910, loss: 3.0910, grad_norm: 2.1371 2021-07-08 01:32:35,424 - mmaction - INFO - Epoch [27][1280/1879] lr: 7.859e-02, eta: 4 days, 14:26:22, time: 0.882, data_time: 0.002, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5797, loss_cls: 3.0974, loss: 3.0974, grad_norm: 2.0861 2021-07-08 01:32:52,925 - mmaction - INFO - Epoch [27][1300/1879] lr: 7.862e-02, eta: 4 days, 14:25:55, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5648, loss_cls: 3.1456, loss: 3.1456, grad_norm: 2.1014 2021-07-08 01:33:10,481 - mmaction - INFO - Epoch [27][1320/1879] lr: 7.865e-02, eta: 4 days, 14:25:30, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5687, loss_cls: 3.0977, loss: 3.0977, grad_norm: 2.0894 2021-07-08 01:33:27,859 - mmaction - INFO - Epoch [27][1340/1879] lr: 7.867e-02, eta: 4 days, 14:25:02, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5859, loss_cls: 3.0443, loss: 3.0443, grad_norm: 2.1222 2021-07-08 01:33:45,457 - mmaction - INFO - Epoch [27][1360/1879] lr: 7.870e-02, eta: 4 days, 14:24:36, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5828, loss_cls: 3.1059, loss: 3.1059, grad_norm: 2.1335 2021-07-08 01:34:02,942 - mmaction - INFO - Epoch [27][1380/1879] lr: 7.873e-02, eta: 4 days, 14:24:09, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5781, loss_cls: 3.0854, loss: 3.0854, grad_norm: 2.0549 2021-07-08 01:34:20,564 - mmaction - INFO - Epoch [27][1400/1879] lr: 7.876e-02, eta: 4 days, 14:23:44, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5793, loss_cls: 3.0793, loss: 3.0793, grad_norm: 2.0744 2021-07-08 01:34:38,003 - mmaction - INFO - Epoch [27][1420/1879] lr: 7.878e-02, eta: 4 days, 14:23:17, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5867, loss_cls: 3.0782, loss: 3.0782, grad_norm: 2.0910 2021-07-08 01:34:55,573 - mmaction - INFO - Epoch [27][1440/1879] lr: 7.881e-02, eta: 4 days, 14:22:50, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5723, loss_cls: 3.0699, loss: 3.0699, grad_norm: 2.0994 2021-07-08 01:35:13,085 - mmaction - INFO - Epoch [27][1460/1879] lr: 7.884e-02, eta: 4 days, 14:22:24, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5957, loss_cls: 3.0387, loss: 3.0387, grad_norm: 2.1335 2021-07-08 01:35:30,676 - mmaction - INFO - Epoch [27][1480/1879] lr: 7.887e-02, eta: 4 days, 14:21:58, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5758, loss_cls: 3.1074, loss: 3.1074, grad_norm: 2.1409 2021-07-08 01:35:48,227 - mmaction - INFO - Epoch [27][1500/1879] lr: 7.889e-02, eta: 4 days, 14:21:32, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5754, loss_cls: 3.0694, loss: 3.0694, grad_norm: 2.0890 2021-07-08 01:36:05,824 - mmaction - INFO - Epoch [27][1520/1879] lr: 7.892e-02, eta: 4 days, 14:21:06, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5844, loss_cls: 3.0635, loss: 3.0635, grad_norm: 2.1202 2021-07-08 01:36:23,384 - mmaction - INFO - Epoch [27][1540/1879] lr: 7.895e-02, eta: 4 days, 14:20:40, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3195, top5_acc: 0.5820, loss_cls: 3.0682, loss: 3.0682, grad_norm: 2.1087 2021-07-08 01:36:40,890 - mmaction - INFO - Epoch [27][1560/1879] lr: 7.898e-02, eta: 4 days, 14:20:14, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5875, loss_cls: 3.0889, loss: 3.0889, grad_norm: 2.1217 2021-07-08 01:36:58,367 - mmaction - INFO - Epoch [27][1580/1879] lr: 7.900e-02, eta: 4 days, 14:19:47, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5742, loss_cls: 3.1168, loss: 3.1168, grad_norm: 2.0542 2021-07-08 01:37:15,894 - mmaction - INFO - Epoch [27][1600/1879] lr: 7.903e-02, eta: 4 days, 14:19:21, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5832, loss_cls: 3.0723, loss: 3.0723, grad_norm: 2.0679 2021-07-08 01:37:33,421 - mmaction - INFO - Epoch [27][1620/1879] lr: 7.906e-02, eta: 4 days, 14:18:54, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3375, top5_acc: 0.6047, loss_cls: 2.9920, loss: 2.9920, grad_norm: 2.0492 2021-07-08 01:37:50,807 - mmaction - INFO - Epoch [27][1640/1879] lr: 7.909e-02, eta: 4 days, 14:18:27, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5770, loss_cls: 3.0855, loss: 3.0855, grad_norm: 2.0875 2021-07-08 01:38:08,284 - mmaction - INFO - Epoch [27][1660/1879] lr: 7.911e-02, eta: 4 days, 14:18:00, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5781, loss_cls: 3.0459, loss: 3.0459, grad_norm: 2.0236 2021-07-08 01:38:25,809 - mmaction - INFO - Epoch [27][1680/1879] lr: 7.914e-02, eta: 4 days, 14:17:34, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5703, loss_cls: 3.1348, loss: 3.1348, grad_norm: 2.0791 2021-07-08 01:38:43,270 - mmaction - INFO - Epoch [27][1700/1879] lr: 7.917e-02, eta: 4 days, 14:17:07, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5691, loss_cls: 3.1131, loss: 3.1131, grad_norm: 2.0969 2021-07-08 01:39:00,710 - mmaction - INFO - Epoch [27][1720/1879] lr: 7.919e-02, eta: 4 days, 14:16:40, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5762, loss_cls: 3.0954, loss: 3.0954, grad_norm: 2.0644 2021-07-08 01:39:18,296 - mmaction - INFO - Epoch [27][1740/1879] lr: 7.922e-02, eta: 4 days, 14:16:14, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5883, loss_cls: 3.0462, loss: 3.0462, grad_norm: 2.0583 2021-07-08 01:39:35,786 - mmaction - INFO - Epoch [27][1760/1879] lr: 7.925e-02, eta: 4 days, 14:15:47, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5926, loss_cls: 3.0636, loss: 3.0636, grad_norm: 2.0840 2021-07-08 01:39:53,223 - mmaction - INFO - Epoch [27][1780/1879] lr: 7.928e-02, eta: 4 days, 14:15:21, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5871, loss_cls: 3.0910, loss: 3.0910, grad_norm: 2.1185 2021-07-08 01:40:10,757 - mmaction - INFO - Epoch [27][1800/1879] lr: 7.930e-02, eta: 4 days, 14:14:54, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5949, loss_cls: 3.0286, loss: 3.0286, grad_norm: 2.0802 2021-07-08 01:40:28,244 - mmaction - INFO - Epoch [27][1820/1879] lr: 7.933e-02, eta: 4 days, 14:14:28, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5672, loss_cls: 3.1080, loss: 3.1080, grad_norm: 2.0912 2021-07-08 01:40:45,646 - mmaction - INFO - Epoch [27][1840/1879] lr: 7.936e-02, eta: 4 days, 14:14:01, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3133, top5_acc: 0.5684, loss_cls: 3.0964, loss: 3.0964, grad_norm: 2.0961 2021-07-08 01:41:03,077 - mmaction - INFO - Epoch [27][1860/1879] lr: 7.939e-02, eta: 4 days, 14:13:33, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5656, loss_cls: 3.1071, loss: 3.1071, grad_norm: 2.0760 2021-07-08 01:43:52,629 - mmaction - INFO - Epoch [28][20/1879] lr: 7.928e-02, eta: 4 days, 14:28:13, time: 7.197, data_time: 6.224, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5660, loss_cls: 3.0984, loss: 3.0984, grad_norm: 2.0850 2021-07-08 01:44:09,824 - mmaction - INFO - Epoch [28][40/1879] lr: 7.931e-02, eta: 4 days, 14:27:44, time: 0.861, data_time: 0.008, memory: 6462, top1_acc: 0.3355, top5_acc: 0.6023, loss_cls: 3.0098, loss: 3.0098, grad_norm: 2.0699 2021-07-08 01:44:27,055 - mmaction - INFO - Epoch [28][60/1879] lr: 7.934e-02, eta: 4 days, 14:27:15, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5914, loss_cls: 3.0043, loss: 3.0043, grad_norm: 2.1134 2021-07-08 01:44:44,428 - mmaction - INFO - Epoch [28][80/1879] lr: 7.936e-02, eta: 4 days, 14:26:46, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5996, loss_cls: 2.9645, loss: 2.9645, grad_norm: 2.1409 2021-07-08 01:45:01,868 - mmaction - INFO - Epoch [28][100/1879] lr: 7.939e-02, eta: 4 days, 14:26:19, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3137, top5_acc: 0.5820, loss_cls: 3.1162, loss: 3.1162, grad_norm: 2.1089 2021-07-08 01:45:19,270 - mmaction - INFO - Epoch [28][120/1879] lr: 7.942e-02, eta: 4 days, 14:25:52, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5973, loss_cls: 3.0443, loss: 3.0443, grad_norm: 2.0464 2021-07-08 01:45:36,771 - mmaction - INFO - Epoch [28][140/1879] lr: 7.945e-02, eta: 4 days, 14:25:25, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5918, loss_cls: 3.0486, loss: 3.0486, grad_norm: 2.0996 2021-07-08 01:45:54,362 - mmaction - INFO - Epoch [28][160/1879] lr: 7.947e-02, eta: 4 days, 14:24:59, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5754, loss_cls: 3.0962, loss: 3.0962, grad_norm: 2.0913 2021-07-08 01:46:11,831 - mmaction - INFO - Epoch [28][180/1879] lr: 7.950e-02, eta: 4 days, 14:24:32, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5859, loss_cls: 3.0294, loss: 3.0294, grad_norm: 2.0326 2021-07-08 01:46:29,217 - mmaction - INFO - Epoch [28][200/1879] lr: 7.953e-02, eta: 4 days, 14:24:04, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5875, loss_cls: 3.0563, loss: 3.0563, grad_norm: 2.0771 2021-07-08 01:46:46,476 - mmaction - INFO - Epoch [28][220/1879] lr: 7.956e-02, eta: 4 days, 14:23:35, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3383, top5_acc: 0.6074, loss_cls: 3.0093, loss: 3.0093, grad_norm: 2.0963 2021-07-08 01:47:04,001 - mmaction - INFO - Epoch [28][240/1879] lr: 7.958e-02, eta: 4 days, 14:23:09, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5973, loss_cls: 2.9934, loss: 2.9934, grad_norm: 2.1272 2021-07-08 01:47:21,425 - mmaction - INFO - Epoch [28][260/1879] lr: 7.961e-02, eta: 4 days, 14:22:41, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6023, loss_cls: 2.9669, loss: 2.9669, grad_norm: 2.1219 2021-07-08 01:47:38,944 - mmaction - INFO - Epoch [28][280/1879] lr: 7.964e-02, eta: 4 days, 14:22:15, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5914, loss_cls: 3.0433, loss: 3.0433, grad_norm: 2.1004 2021-07-08 01:47:56,405 - mmaction - INFO - Epoch [28][300/1879] lr: 7.966e-02, eta: 4 days, 14:21:48, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5766, loss_cls: 3.0962, loss: 3.0962, grad_norm: 2.1108 2021-07-08 01:48:13,869 - mmaction - INFO - Epoch [28][320/1879] lr: 7.969e-02, eta: 4 days, 14:21:21, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5836, loss_cls: 3.0660, loss: 3.0660, grad_norm: 2.1243 2021-07-08 01:48:31,428 - mmaction - INFO - Epoch [28][340/1879] lr: 7.972e-02, eta: 4 days, 14:20:54, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5883, loss_cls: 3.0978, loss: 3.0978, grad_norm: 2.0805 2021-07-08 01:48:48,920 - mmaction - INFO - Epoch [28][360/1879] lr: 7.975e-02, eta: 4 days, 14:20:28, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5797, loss_cls: 3.1101, loss: 3.1101, grad_norm: 2.0872 2021-07-08 01:49:06,253 - mmaction - INFO - Epoch [28][380/1879] lr: 7.977e-02, eta: 4 days, 14:19:59, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3133, top5_acc: 0.5660, loss_cls: 3.1666, loss: 3.1666, grad_norm: 2.1227 2021-07-08 01:49:23,792 - mmaction - INFO - Epoch [28][400/1879] lr: 7.980e-02, eta: 4 days, 14:19:33, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5852, loss_cls: 3.1179, loss: 3.1179, grad_norm: 2.0874 2021-07-08 01:49:41,279 - mmaction - INFO - Epoch [28][420/1879] lr: 7.983e-02, eta: 4 days, 14:19:06, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5809, loss_cls: 3.0899, loss: 3.0899, grad_norm: 2.1108 2021-07-08 01:49:58,636 - mmaction - INFO - Epoch [28][440/1879] lr: 7.986e-02, eta: 4 days, 14:18:39, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5746, loss_cls: 3.0910, loss: 3.0910, grad_norm: 2.0904 2021-07-08 01:50:16,201 - mmaction - INFO - Epoch [28][460/1879] lr: 7.988e-02, eta: 4 days, 14:18:12, time: 0.874, data_time: 0.000, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5953, loss_cls: 3.0504, loss: 3.0504, grad_norm: 2.1016 2021-07-08 01:50:33,665 - mmaction - INFO - Epoch [28][480/1879] lr: 7.991e-02, eta: 4 days, 14:17:45, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5832, loss_cls: 3.0699, loss: 3.0699, grad_norm: 2.1008 2021-07-08 01:50:51,093 - mmaction - INFO - Epoch [28][500/1879] lr: 7.994e-02, eta: 4 days, 14:17:18, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5715, loss_cls: 3.1491, loss: 3.1491, grad_norm: 2.1431 2021-07-08 01:51:08,575 - mmaction - INFO - Epoch [28][520/1879] lr: 7.997e-02, eta: 4 days, 14:16:51, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5781, loss_cls: 3.0825, loss: 3.0825, grad_norm: 2.0778 2021-07-08 01:51:26,067 - mmaction - INFO - Epoch [28][540/1879] lr: 7.999e-02, eta: 4 days, 14:16:24, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5758, loss_cls: 3.0878, loss: 3.0878, grad_norm: 2.0950 2021-07-08 01:51:43,602 - mmaction - INFO - Epoch [28][560/1879] lr: 8.002e-02, eta: 4 days, 14:15:58, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5891, loss_cls: 3.0380, loss: 3.0380, grad_norm: 2.1486 2021-07-08 01:52:01,059 - mmaction - INFO - Epoch [28][580/1879] lr: 8.005e-02, eta: 4 days, 14:15:31, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5664, loss_cls: 3.1392, loss: 3.1392, grad_norm: 2.1304 2021-07-08 01:52:18,512 - mmaction - INFO - Epoch [28][600/1879] lr: 8.008e-02, eta: 4 days, 14:15:04, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5844, loss_cls: 3.0705, loss: 3.0705, grad_norm: 2.1076 2021-07-08 01:52:35,936 - mmaction - INFO - Epoch [28][620/1879] lr: 8.010e-02, eta: 4 days, 14:14:37, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5746, loss_cls: 3.0985, loss: 3.0985, grad_norm: 2.0530 2021-07-08 01:52:53,441 - mmaction - INFO - Epoch [28][640/1879] lr: 8.013e-02, eta: 4 days, 14:14:10, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3469, top5_acc: 0.5949, loss_cls: 2.9835, loss: 2.9835, grad_norm: 2.0324 2021-07-08 01:53:10,918 - mmaction - INFO - Epoch [28][660/1879] lr: 8.016e-02, eta: 4 days, 14:13:43, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5918, loss_cls: 3.0419, loss: 3.0419, grad_norm: 2.0755 2021-07-08 01:53:28,398 - mmaction - INFO - Epoch [28][680/1879] lr: 8.019e-02, eta: 4 days, 14:13:16, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5836, loss_cls: 3.0578, loss: 3.0578, grad_norm: 2.1109 2021-07-08 01:53:45,839 - mmaction - INFO - Epoch [28][700/1879] lr: 8.021e-02, eta: 4 days, 14:12:50, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5871, loss_cls: 3.0483, loss: 3.0483, grad_norm: 2.0999 2021-07-08 01:54:03,329 - mmaction - INFO - Epoch [28][720/1879] lr: 8.024e-02, eta: 4 days, 14:12:23, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5801, loss_cls: 3.0355, loss: 3.0355, grad_norm: 2.0789 2021-07-08 01:54:20,866 - mmaction - INFO - Epoch [28][740/1879] lr: 8.027e-02, eta: 4 days, 14:11:57, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3570, top5_acc: 0.5996, loss_cls: 3.0027, loss: 3.0027, grad_norm: 2.0939 2021-07-08 01:54:38,323 - mmaction - INFO - Epoch [28][760/1879] lr: 8.030e-02, eta: 4 days, 14:11:30, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3414, top5_acc: 0.6102, loss_cls: 2.9798, loss: 2.9798, grad_norm: 2.0990 2021-07-08 01:54:55,870 - mmaction - INFO - Epoch [28][780/1879] lr: 8.032e-02, eta: 4 days, 14:11:04, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5977, loss_cls: 3.0267, loss: 3.0267, grad_norm: 2.1182 2021-07-08 01:55:13,288 - mmaction - INFO - Epoch [28][800/1879] lr: 8.035e-02, eta: 4 days, 14:10:36, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6012, loss_cls: 2.9499, loss: 2.9499, grad_norm: 2.0614 2021-07-08 01:55:30,767 - mmaction - INFO - Epoch [28][820/1879] lr: 8.038e-02, eta: 4 days, 14:10:09, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5668, loss_cls: 3.1288, loss: 3.1288, grad_norm: 2.1071 2021-07-08 01:55:48,192 - mmaction - INFO - Epoch [28][840/1879] lr: 8.040e-02, eta: 4 days, 14:09:42, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5809, loss_cls: 3.0831, loss: 3.0831, grad_norm: 2.1053 2021-07-08 01:56:05,749 - mmaction - INFO - Epoch [28][860/1879] lr: 8.043e-02, eta: 4 days, 14:09:16, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5863, loss_cls: 3.0531, loss: 3.0531, grad_norm: 2.0873 2021-07-08 01:56:23,169 - mmaction - INFO - Epoch [28][880/1879] lr: 8.046e-02, eta: 4 days, 14:08:49, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3391, top5_acc: 0.6000, loss_cls: 3.0322, loss: 3.0322, grad_norm: 2.0928 2021-07-08 01:56:40,599 - mmaction - INFO - Epoch [28][900/1879] lr: 8.049e-02, eta: 4 days, 14:08:22, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5820, loss_cls: 3.1001, loss: 3.1001, grad_norm: 2.0237 2021-07-08 01:56:58,086 - mmaction - INFO - Epoch [28][920/1879] lr: 8.051e-02, eta: 4 days, 14:07:55, time: 0.873, data_time: 0.000, memory: 6462, top1_acc: 0.3227, top5_acc: 0.5797, loss_cls: 3.1240, loss: 3.1240, grad_norm: 2.1271 2021-07-08 01:57:15,657 - mmaction - INFO - Epoch [28][940/1879] lr: 8.054e-02, eta: 4 days, 14:07:29, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3379, top5_acc: 0.6062, loss_cls: 3.0009, loss: 3.0009, grad_norm: 2.1239 2021-07-08 01:57:33,146 - mmaction - INFO - Epoch [28][960/1879] lr: 8.057e-02, eta: 4 days, 14:07:03, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5918, loss_cls: 3.0457, loss: 3.0457, grad_norm: 2.0919 2021-07-08 01:57:50,601 - mmaction - INFO - Epoch [28][980/1879] lr: 8.060e-02, eta: 4 days, 14:06:36, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5934, loss_cls: 3.0159, loss: 3.0159, grad_norm: 2.1118 2021-07-08 01:58:08,027 - mmaction - INFO - Epoch [28][1000/1879] lr: 8.062e-02, eta: 4 days, 14:06:09, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5832, loss_cls: 3.0445, loss: 3.0445, grad_norm: 2.0202 2021-07-08 01:58:25,602 - mmaction - INFO - Epoch [28][1020/1879] lr: 8.065e-02, eta: 4 days, 14:05:43, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5793, loss_cls: 3.0464, loss: 3.0464, grad_norm: 2.0024 2021-07-08 01:58:43,086 - mmaction - INFO - Epoch [28][1040/1879] lr: 8.068e-02, eta: 4 days, 14:05:17, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5879, loss_cls: 3.0751, loss: 3.0751, grad_norm: 2.1185 2021-07-08 01:59:00,638 - mmaction - INFO - Epoch [28][1060/1879] lr: 8.071e-02, eta: 4 days, 14:04:50, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3422, top5_acc: 0.6168, loss_cls: 2.9111, loss: 2.9111, grad_norm: 2.0724 2021-07-08 01:59:18,191 - mmaction - INFO - Epoch [28][1080/1879] lr: 8.073e-02, eta: 4 days, 14:04:24, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3184, top5_acc: 0.5723, loss_cls: 3.1112, loss: 3.1112, grad_norm: 2.1487 2021-07-08 01:59:35,771 - mmaction - INFO - Epoch [28][1100/1879] lr: 8.076e-02, eta: 4 days, 14:03:59, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5813, loss_cls: 3.0587, loss: 3.0587, grad_norm: 2.0658 2021-07-08 01:59:53,373 - mmaction - INFO - Epoch [28][1120/1879] lr: 8.079e-02, eta: 4 days, 14:03:33, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5941, loss_cls: 3.0066, loss: 3.0066, grad_norm: 2.0552 2021-07-08 02:00:10,856 - mmaction - INFO - Epoch [28][1140/1879] lr: 8.082e-02, eta: 4 days, 14:03:06, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5805, loss_cls: 3.0778, loss: 3.0778, grad_norm: 2.1229 2021-07-08 02:00:28,449 - mmaction - INFO - Epoch [28][1160/1879] lr: 8.084e-02, eta: 4 days, 14:02:41, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3156, top5_acc: 0.5813, loss_cls: 3.0831, loss: 3.0831, grad_norm: 2.0710 2021-07-08 02:00:46,055 - mmaction - INFO - Epoch [28][1180/1879] lr: 8.087e-02, eta: 4 days, 14:02:15, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5676, loss_cls: 3.0962, loss: 3.0962, grad_norm: 2.0850 2021-07-08 02:01:03,607 - mmaction - INFO - Epoch [28][1200/1879] lr: 8.090e-02, eta: 4 days, 14:01:49, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5613, loss_cls: 3.1247, loss: 3.1247, grad_norm: 2.0731 2021-07-08 02:01:21,288 - mmaction - INFO - Epoch [28][1220/1879] lr: 8.093e-02, eta: 4 days, 14:01:24, time: 0.884, data_time: 0.003, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5859, loss_cls: 3.0231, loss: 3.0231, grad_norm: 2.0678 2021-07-08 02:01:38,887 - mmaction - INFO - Epoch [28][1240/1879] lr: 8.095e-02, eta: 4 days, 14:00:59, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5687, loss_cls: 3.1094, loss: 3.1094, grad_norm: 2.0659 2021-07-08 02:01:56,457 - mmaction - INFO - Epoch [28][1260/1879] lr: 8.098e-02, eta: 4 days, 14:00:33, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5754, loss_cls: 3.0625, loss: 3.0625, grad_norm: 2.0891 2021-07-08 02:02:14,165 - mmaction - INFO - Epoch [28][1280/1879] lr: 8.101e-02, eta: 4 days, 14:00:08, time: 0.887, data_time: 0.004, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5906, loss_cls: 3.0206, loss: 3.0206, grad_norm: 2.0785 2021-07-08 02:02:31,691 - mmaction - INFO - Epoch [28][1300/1879] lr: 8.104e-02, eta: 4 days, 13:59:42, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5828, loss_cls: 3.0833, loss: 3.0833, grad_norm: 2.1064 2021-07-08 02:02:49,151 - mmaction - INFO - Epoch [28][1320/1879] lr: 8.106e-02, eta: 4 days, 13:59:15, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5898, loss_cls: 3.0584, loss: 3.0584, grad_norm: 2.0354 2021-07-08 02:03:06,652 - mmaction - INFO - Epoch [28][1340/1879] lr: 8.109e-02, eta: 4 days, 13:58:49, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5773, loss_cls: 3.0924, loss: 3.0924, grad_norm: 2.0741 2021-07-08 02:03:24,357 - mmaction - INFO - Epoch [28][1360/1879] lr: 8.112e-02, eta: 4 days, 13:58:24, time: 0.885, data_time: 0.004, memory: 6462, top1_acc: 0.3125, top5_acc: 0.5687, loss_cls: 3.1625, loss: 3.1625, grad_norm: 2.1195 2021-07-08 02:03:41,930 - mmaction - INFO - Epoch [28][1380/1879] lr: 8.114e-02, eta: 4 days, 13:57:58, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5895, loss_cls: 3.0101, loss: 3.0101, grad_norm: 2.0458 2021-07-08 02:03:59,424 - mmaction - INFO - Epoch [28][1400/1879] lr: 8.117e-02, eta: 4 days, 13:57:32, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5934, loss_cls: 3.0242, loss: 3.0242, grad_norm: 2.0306 2021-07-08 02:04:17,101 - mmaction - INFO - Epoch [28][1420/1879] lr: 8.120e-02, eta: 4 days, 13:57:07, time: 0.886, data_time: 0.003, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5859, loss_cls: 3.0633, loss: 3.0633, grad_norm: 2.0685 2021-07-08 02:04:34,553 - mmaction - INFO - Epoch [28][1440/1879] lr: 8.123e-02, eta: 4 days, 13:56:40, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5887, loss_cls: 3.0590, loss: 3.0590, grad_norm: 2.0630 2021-07-08 02:04:52,051 - mmaction - INFO - Epoch [28][1460/1879] lr: 8.125e-02, eta: 4 days, 13:56:14, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5777, loss_cls: 3.0931, loss: 3.0931, grad_norm: 2.1173 2021-07-08 02:05:09,643 - mmaction - INFO - Epoch [28][1480/1879] lr: 8.128e-02, eta: 4 days, 13:55:48, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5922, loss_cls: 3.0330, loss: 3.0330, grad_norm: 2.0586 2021-07-08 02:05:27,138 - mmaction - INFO - Epoch [28][1500/1879] lr: 8.131e-02, eta: 4 days, 13:55:22, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3430, top5_acc: 0.6051, loss_cls: 3.0082, loss: 3.0082, grad_norm: 2.1285 2021-07-08 02:05:44,778 - mmaction - INFO - Epoch [28][1520/1879] lr: 8.134e-02, eta: 4 days, 13:54:57, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5738, loss_cls: 3.0923, loss: 3.0923, grad_norm: 2.1232 2021-07-08 02:06:02,342 - mmaction - INFO - Epoch [28][1540/1879] lr: 8.136e-02, eta: 4 days, 13:54:31, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5820, loss_cls: 3.1029, loss: 3.1029, grad_norm: 2.0752 2021-07-08 02:06:19,807 - mmaction - INFO - Epoch [28][1560/1879] lr: 8.139e-02, eta: 4 days, 13:54:05, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5953, loss_cls: 2.9969, loss: 2.9969, grad_norm: 2.0197 2021-07-08 02:06:37,410 - mmaction - INFO - Epoch [28][1580/1879] lr: 8.142e-02, eta: 4 days, 13:53:39, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5777, loss_cls: 3.0786, loss: 3.0786, grad_norm: 2.1124 2021-07-08 02:06:54,965 - mmaction - INFO - Epoch [28][1600/1879] lr: 8.145e-02, eta: 4 days, 13:53:13, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5793, loss_cls: 3.0734, loss: 3.0734, grad_norm: 2.1151 2021-07-08 02:07:12,457 - mmaction - INFO - Epoch [28][1620/1879] lr: 8.147e-02, eta: 4 days, 13:52:47, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3242, top5_acc: 0.5840, loss_cls: 3.0516, loss: 3.0516, grad_norm: 2.1139 2021-07-08 02:07:29,911 - mmaction - INFO - Epoch [28][1640/1879] lr: 8.150e-02, eta: 4 days, 13:52:20, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5906, loss_cls: 3.0453, loss: 3.0453, grad_norm: 2.1091 2021-07-08 02:07:47,509 - mmaction - INFO - Epoch [28][1660/1879] lr: 8.153e-02, eta: 4 days, 13:51:55, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5816, loss_cls: 3.0624, loss: 3.0624, grad_norm: 2.1033 2021-07-08 02:08:04,934 - mmaction - INFO - Epoch [28][1680/1879] lr: 8.156e-02, eta: 4 days, 13:51:28, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5781, loss_cls: 3.0858, loss: 3.0858, grad_norm: 2.1032 2021-07-08 02:08:22,616 - mmaction - INFO - Epoch [28][1700/1879] lr: 8.158e-02, eta: 4 days, 13:51:03, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5859, loss_cls: 3.1046, loss: 3.1046, grad_norm: 2.0239 2021-07-08 02:08:40,139 - mmaction - INFO - Epoch [28][1720/1879] lr: 8.161e-02, eta: 4 days, 13:50:37, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5785, loss_cls: 3.0830, loss: 3.0830, grad_norm: 2.1775 2021-07-08 02:08:57,626 - mmaction - INFO - Epoch [28][1740/1879] lr: 8.164e-02, eta: 4 days, 13:50:11, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5855, loss_cls: 3.0397, loss: 3.0397, grad_norm: 2.0317 2021-07-08 02:09:15,150 - mmaction - INFO - Epoch [28][1760/1879] lr: 8.167e-02, eta: 4 days, 13:49:45, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3102, top5_acc: 0.5859, loss_cls: 3.0733, loss: 3.0733, grad_norm: 2.0986 2021-07-08 02:09:32,640 - mmaction - INFO - Epoch [28][1780/1879] lr: 8.169e-02, eta: 4 days, 13:49:18, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5797, loss_cls: 3.0476, loss: 3.0476, grad_norm: 2.0407 2021-07-08 02:09:50,151 - mmaction - INFO - Epoch [28][1800/1879] lr: 8.172e-02, eta: 4 days, 13:48:52, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5902, loss_cls: 3.0528, loss: 3.0528, grad_norm: 2.0977 2021-07-08 02:10:07,772 - mmaction - INFO - Epoch [28][1820/1879] lr: 8.175e-02, eta: 4 days, 13:48:27, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5832, loss_cls: 3.0850, loss: 3.0850, grad_norm: 2.1218 2021-07-08 02:10:25,199 - mmaction - INFO - Epoch [28][1840/1879] lr: 8.178e-02, eta: 4 days, 13:48:00, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3379, top5_acc: 0.6043, loss_cls: 2.9866, loss: 2.9866, grad_norm: 2.0458 2021-07-08 02:10:42,780 - mmaction - INFO - Epoch [28][1860/1879] lr: 8.180e-02, eta: 4 days, 13:47:35, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3227, top5_acc: 0.5707, loss_cls: 3.1253, loss: 3.1253, grad_norm: 2.1099 2021-07-08 02:11:03,066 - mmaction - INFO - Saving checkpoint at 28 epochs 2021-07-08 02:13:28,748 - mmaction - INFO - Epoch [29][20/1879] lr: 8.169e-02, eta: 4 days, 14:01:48, time: 7.259, data_time: 6.027, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6168, loss_cls: 2.9577, loss: 2.9577, grad_norm: 2.0696 2021-07-08 02:13:46,260 - mmaction - INFO - Epoch [29][40/1879] lr: 8.171e-02, eta: 4 days, 14:01:20, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3430, top5_acc: 0.6160, loss_cls: 2.9035, loss: 2.9035, grad_norm: 2.0642 2021-07-08 02:14:03,508 - mmaction - INFO - Epoch [29][60/1879] lr: 8.174e-02, eta: 4 days, 14:00:52, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5992, loss_cls: 2.9829, loss: 2.9829, grad_norm: 2.0586 2021-07-08 02:14:20,689 - mmaction - INFO - Epoch [29][80/1879] lr: 8.177e-02, eta: 4 days, 14:00:23, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5855, loss_cls: 3.0129, loss: 3.0129, grad_norm: 2.0520 2021-07-08 02:14:38,262 - mmaction - INFO - Epoch [29][100/1879] lr: 8.179e-02, eta: 4 days, 13:59:57, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5965, loss_cls: 2.9517, loss: 2.9517, grad_norm: 2.0817 2021-07-08 02:14:55,735 - mmaction - INFO - Epoch [29][120/1879] lr: 8.182e-02, eta: 4 days, 13:59:30, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5953, loss_cls: 3.0017, loss: 3.0017, grad_norm: 2.0514 2021-07-08 02:15:13,276 - mmaction - INFO - Epoch [29][140/1879] lr: 8.185e-02, eta: 4 days, 13:59:04, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5855, loss_cls: 3.0669, loss: 3.0669, grad_norm: 2.0843 2021-07-08 02:15:30,883 - mmaction - INFO - Epoch [29][160/1879] lr: 8.188e-02, eta: 4 days, 13:58:38, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5934, loss_cls: 3.0205, loss: 3.0205, grad_norm: 2.0800 2021-07-08 02:15:48,376 - mmaction - INFO - Epoch [29][180/1879] lr: 8.190e-02, eta: 4 days, 13:58:12, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3187, top5_acc: 0.5934, loss_cls: 3.0138, loss: 3.0138, grad_norm: 2.0993 2021-07-08 02:16:05,852 - mmaction - INFO - Epoch [29][200/1879] lr: 8.193e-02, eta: 4 days, 13:57:45, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5898, loss_cls: 3.0141, loss: 3.0141, grad_norm: 2.0680 2021-07-08 02:16:23,351 - mmaction - INFO - Epoch [29][220/1879] lr: 8.196e-02, eta: 4 days, 13:57:19, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3391, top5_acc: 0.6012, loss_cls: 2.9613, loss: 2.9613, grad_norm: 2.0817 2021-07-08 02:16:40,793 - mmaction - INFO - Epoch [29][240/1879] lr: 8.199e-02, eta: 4 days, 13:56:52, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5910, loss_cls: 3.0138, loss: 3.0138, grad_norm: 2.0803 2021-07-08 02:16:58,254 - mmaction - INFO - Epoch [29][260/1879] lr: 8.201e-02, eta: 4 days, 13:56:25, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3242, top5_acc: 0.5836, loss_cls: 3.0803, loss: 3.0803, grad_norm: 2.0524 2021-07-08 02:17:15,731 - mmaction - INFO - Epoch [29][280/1879] lr: 8.204e-02, eta: 4 days, 13:55:58, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5750, loss_cls: 3.0716, loss: 3.0716, grad_norm: 2.0988 2021-07-08 02:17:33,220 - mmaction - INFO - Epoch [29][300/1879] lr: 8.207e-02, eta: 4 days, 13:55:32, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5840, loss_cls: 3.0204, loss: 3.0204, grad_norm: 2.0352 2021-07-08 02:17:50,642 - mmaction - INFO - Epoch [29][320/1879] lr: 8.210e-02, eta: 4 days, 13:55:04, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3508, top5_acc: 0.6008, loss_cls: 2.9774, loss: 2.9774, grad_norm: 2.0627 2021-07-08 02:18:08,249 - mmaction - INFO - Epoch [29][340/1879] lr: 8.212e-02, eta: 4 days, 13:54:39, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5836, loss_cls: 3.0090, loss: 3.0090, grad_norm: 2.0616 2021-07-08 02:18:25,750 - mmaction - INFO - Epoch [29][360/1879] lr: 8.215e-02, eta: 4 days, 13:54:12, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5891, loss_cls: 3.0425, loss: 3.0425, grad_norm: 2.1223 2021-07-08 02:18:43,278 - mmaction - INFO - Epoch [29][380/1879] lr: 8.218e-02, eta: 4 days, 13:53:46, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5930, loss_cls: 3.0663, loss: 3.0663, grad_norm: 2.0491 2021-07-08 02:19:00,765 - mmaction - INFO - Epoch [29][400/1879] lr: 8.220e-02, eta: 4 days, 13:53:20, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5926, loss_cls: 3.0040, loss: 3.0040, grad_norm: 2.0541 2021-07-08 02:19:18,352 - mmaction - INFO - Epoch [29][420/1879] lr: 8.223e-02, eta: 4 days, 13:52:54, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.3395, top5_acc: 0.6012, loss_cls: 2.9905, loss: 2.9905, grad_norm: 2.0674 2021-07-08 02:19:35,866 - mmaction - INFO - Epoch [29][440/1879] lr: 8.226e-02, eta: 4 days, 13:52:27, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5828, loss_cls: 3.0660, loss: 3.0660, grad_norm: 2.1248 2021-07-08 02:19:53,369 - mmaction - INFO - Epoch [29][460/1879] lr: 8.229e-02, eta: 4 days, 13:52:01, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3145, top5_acc: 0.5676, loss_cls: 3.1152, loss: 3.1152, grad_norm: 2.0952 2021-07-08 02:20:10,885 - mmaction - INFO - Epoch [29][480/1879] lr: 8.231e-02, eta: 4 days, 13:51:35, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5766, loss_cls: 3.0874, loss: 3.0874, grad_norm: 2.0594 2021-07-08 02:20:28,507 - mmaction - INFO - Epoch [29][500/1879] lr: 8.234e-02, eta: 4 days, 13:51:09, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5766, loss_cls: 3.0827, loss: 3.0827, grad_norm: 2.0663 2021-07-08 02:20:46,053 - mmaction - INFO - Epoch [29][520/1879] lr: 8.237e-02, eta: 4 days, 13:50:44, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5762, loss_cls: 3.1068, loss: 3.1068, grad_norm: 2.0799 2021-07-08 02:21:03,699 - mmaction - INFO - Epoch [29][540/1879] lr: 8.240e-02, eta: 4 days, 13:50:18, time: 0.880, data_time: 0.001, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6027, loss_cls: 2.9497, loss: 2.9497, grad_norm: 2.0704 2021-07-08 02:21:21,361 - mmaction - INFO - Epoch [29][560/1879] lr: 8.242e-02, eta: 4 days, 13:49:53, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5867, loss_cls: 3.1181, loss: 3.1181, grad_norm: 2.1018 2021-07-08 02:21:38,902 - mmaction - INFO - Epoch [29][580/1879] lr: 8.245e-02, eta: 4 days, 13:49:27, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5871, loss_cls: 3.0357, loss: 3.0357, grad_norm: 2.0486 2021-07-08 02:21:56,513 - mmaction - INFO - Epoch [29][600/1879] lr: 8.248e-02, eta: 4 days, 13:49:01, time: 0.879, data_time: 0.008, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5836, loss_cls: 3.1068, loss: 3.1068, grad_norm: 2.0693 2021-07-08 02:22:14,035 - mmaction - INFO - Epoch [29][620/1879] lr: 8.251e-02, eta: 4 days, 13:48:35, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5910, loss_cls: 3.0323, loss: 3.0323, grad_norm: 2.0529 2021-07-08 02:22:31,563 - mmaction - INFO - Epoch [29][640/1879] lr: 8.253e-02, eta: 4 days, 13:48:09, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3254, top5_acc: 0.5840, loss_cls: 3.0757, loss: 3.0757, grad_norm: 2.1395 2021-07-08 02:22:49,151 - mmaction - INFO - Epoch [29][660/1879] lr: 8.256e-02, eta: 4 days, 13:47:43, time: 0.878, data_time: 0.007, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5953, loss_cls: 3.0146, loss: 3.0146, grad_norm: 2.0356 2021-07-08 02:23:06,727 - mmaction - INFO - Epoch [29][680/1879] lr: 8.259e-02, eta: 4 days, 13:47:18, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5879, loss_cls: 3.0231, loss: 3.0231, grad_norm: 2.0875 2021-07-08 02:23:24,351 - mmaction - INFO - Epoch [29][700/1879] lr: 8.262e-02, eta: 4 days, 13:46:52, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3227, top5_acc: 0.5871, loss_cls: 3.1007, loss: 3.1007, grad_norm: 2.1260 2021-07-08 02:23:41,981 - mmaction - INFO - Epoch [29][720/1879] lr: 8.264e-02, eta: 4 days, 13:46:27, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5820, loss_cls: 3.0638, loss: 3.0638, grad_norm: 2.0370 2021-07-08 02:23:59,439 - mmaction - INFO - Epoch [29][740/1879] lr: 8.267e-02, eta: 4 days, 13:46:00, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5789, loss_cls: 3.0549, loss: 3.0549, grad_norm: 2.1000 2021-07-08 02:24:17,073 - mmaction - INFO - Epoch [29][760/1879] lr: 8.270e-02, eta: 4 days, 13:45:35, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.3320, top5_acc: 0.6016, loss_cls: 3.0282, loss: 3.0282, grad_norm: 2.0631 2021-07-08 02:24:34,780 - mmaction - INFO - Epoch [29][780/1879] lr: 8.272e-02, eta: 4 days, 13:45:11, time: 0.887, data_time: 0.005, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5926, loss_cls: 2.9917, loss: 2.9917, grad_norm: 2.0996 2021-07-08 02:24:52,360 - mmaction - INFO - Epoch [29][800/1879] lr: 8.275e-02, eta: 4 days, 13:44:45, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5879, loss_cls: 3.0396, loss: 3.0396, grad_norm: 2.0747 2021-07-08 02:25:09,989 - mmaction - INFO - Epoch [29][820/1879] lr: 8.278e-02, eta: 4 days, 13:44:20, time: 0.883, data_time: 0.006, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5863, loss_cls: 3.0129, loss: 3.0129, grad_norm: 2.0477 2021-07-08 02:25:27,568 - mmaction - INFO - Epoch [29][840/1879] lr: 8.281e-02, eta: 4 days, 13:43:54, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5898, loss_cls: 3.0089, loss: 3.0089, grad_norm: 2.1187 2021-07-08 02:25:45,207 - mmaction - INFO - Epoch [29][860/1879] lr: 8.283e-02, eta: 4 days, 13:43:29, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5945, loss_cls: 3.0148, loss: 3.0148, grad_norm: 2.1032 2021-07-08 02:26:02,795 - mmaction - INFO - Epoch [29][880/1879] lr: 8.286e-02, eta: 4 days, 13:43:03, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5863, loss_cls: 3.0328, loss: 3.0328, grad_norm: 2.1335 2021-07-08 02:26:20,303 - mmaction - INFO - Epoch [29][900/1879] lr: 8.289e-02, eta: 4 days, 13:42:37, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5836, loss_cls: 3.0914, loss: 3.0914, grad_norm: 2.0687 2021-07-08 02:26:37,799 - mmaction - INFO - Epoch [29][920/1879] lr: 8.292e-02, eta: 4 days, 13:42:10, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5965, loss_cls: 3.0058, loss: 3.0058, grad_norm: 2.0977 2021-07-08 02:26:55,434 - mmaction - INFO - Epoch [29][940/1879] lr: 8.294e-02, eta: 4 days, 13:41:45, time: 0.883, data_time: 0.003, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5664, loss_cls: 3.0787, loss: 3.0787, grad_norm: 2.0634 2021-07-08 02:27:12,920 - mmaction - INFO - Epoch [29][960/1879] lr: 8.297e-02, eta: 4 days, 13:41:19, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3469, top5_acc: 0.5984, loss_cls: 3.0214, loss: 3.0214, grad_norm: 2.0635 2021-07-08 02:27:30,463 - mmaction - INFO - Epoch [29][980/1879] lr: 8.300e-02, eta: 4 days, 13:40:53, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5762, loss_cls: 3.0447, loss: 3.0447, grad_norm: 2.0901 2021-07-08 02:27:48,004 - mmaction - INFO - Epoch [29][1000/1879] lr: 8.303e-02, eta: 4 days, 13:40:27, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3242, top5_acc: 0.5727, loss_cls: 3.0763, loss: 3.0763, grad_norm: 2.0618 2021-07-08 02:28:05,650 - mmaction - INFO - Epoch [29][1020/1879] lr: 8.305e-02, eta: 4 days, 13:40:02, time: 0.882, data_time: 0.001, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5922, loss_cls: 3.0610, loss: 3.0610, grad_norm: 2.0604 2021-07-08 02:28:23,256 - mmaction - INFO - Epoch [29][1040/1879] lr: 8.308e-02, eta: 4 days, 13:39:37, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5777, loss_cls: 3.0558, loss: 3.0558, grad_norm: 2.0650 2021-07-08 02:28:40,834 - mmaction - INFO - Epoch [29][1060/1879] lr: 8.311e-02, eta: 4 days, 13:39:11, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5883, loss_cls: 3.0395, loss: 3.0395, grad_norm: 2.1060 2021-07-08 02:28:58,434 - mmaction - INFO - Epoch [29][1080/1879] lr: 8.313e-02, eta: 4 days, 13:38:46, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5914, loss_cls: 3.0212, loss: 3.0212, grad_norm: 2.0926 2021-07-08 02:29:15,966 - mmaction - INFO - Epoch [29][1100/1879] lr: 8.316e-02, eta: 4 days, 13:38:19, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5828, loss_cls: 3.0973, loss: 3.0973, grad_norm: 2.0981 2021-07-08 02:29:33,542 - mmaction - INFO - Epoch [29][1120/1879] lr: 8.319e-02, eta: 4 days, 13:37:54, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5922, loss_cls: 3.0499, loss: 3.0499, grad_norm: 2.1005 2021-07-08 02:29:51,095 - mmaction - INFO - Epoch [29][1140/1879] lr: 8.322e-02, eta: 4 days, 13:37:28, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5918, loss_cls: 3.0682, loss: 3.0682, grad_norm: 2.1044 2021-07-08 02:30:08,594 - mmaction - INFO - Epoch [29][1160/1879] lr: 8.324e-02, eta: 4 days, 13:37:02, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5859, loss_cls: 3.0214, loss: 3.0214, grad_norm: 2.1124 2021-07-08 02:30:26,138 - mmaction - INFO - Epoch [29][1180/1879] lr: 8.327e-02, eta: 4 days, 13:36:36, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5898, loss_cls: 3.0274, loss: 3.0274, grad_norm: 2.0707 2021-07-08 02:30:43,661 - mmaction - INFO - Epoch [29][1200/1879] lr: 8.330e-02, eta: 4 days, 13:36:10, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5766, loss_cls: 3.0785, loss: 3.0785, grad_norm: 2.0703 2021-07-08 02:31:01,181 - mmaction - INFO - Epoch [29][1220/1879] lr: 8.333e-02, eta: 4 days, 13:35:44, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5863, loss_cls: 2.9995, loss: 2.9995, grad_norm: 2.0346 2021-07-08 02:31:18,680 - mmaction - INFO - Epoch [29][1240/1879] lr: 8.335e-02, eta: 4 days, 13:35:18, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5852, loss_cls: 3.0477, loss: 3.0477, grad_norm: 2.1129 2021-07-08 02:31:36,296 - mmaction - INFO - Epoch [29][1260/1879] lr: 8.338e-02, eta: 4 days, 13:34:53, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5961, loss_cls: 3.0486, loss: 3.0486, grad_norm: 2.0653 2021-07-08 02:31:53,833 - mmaction - INFO - Epoch [29][1280/1879] lr: 8.341e-02, eta: 4 days, 13:34:27, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5941, loss_cls: 3.0201, loss: 3.0201, grad_norm: 2.1070 2021-07-08 02:32:11,289 - mmaction - INFO - Epoch [29][1300/1879] lr: 8.344e-02, eta: 4 days, 13:34:00, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5738, loss_cls: 3.1078, loss: 3.1078, grad_norm: 2.0771 2021-07-08 02:32:28,710 - mmaction - INFO - Epoch [29][1320/1879] lr: 8.346e-02, eta: 4 days, 13:33:34, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3527, top5_acc: 0.5949, loss_cls: 3.0553, loss: 3.0553, grad_norm: 2.0576 2021-07-08 02:32:46,296 - mmaction - INFO - Epoch [29][1340/1879] lr: 8.349e-02, eta: 4 days, 13:33:08, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3547, top5_acc: 0.5813, loss_cls: 3.0262, loss: 3.0262, grad_norm: 2.0394 2021-07-08 02:33:03,711 - mmaction - INFO - Epoch [29][1360/1879] lr: 8.352e-02, eta: 4 days, 13:32:41, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5934, loss_cls: 3.0775, loss: 3.0775, grad_norm: 2.1167 2021-07-08 02:33:21,296 - mmaction - INFO - Epoch [29][1380/1879] lr: 8.354e-02, eta: 4 days, 13:32:16, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5813, loss_cls: 3.0246, loss: 3.0246, grad_norm: 2.0628 2021-07-08 02:33:38,819 - mmaction - INFO - Epoch [29][1400/1879] lr: 8.357e-02, eta: 4 days, 13:31:50, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3094, top5_acc: 0.5727, loss_cls: 3.1168, loss: 3.1168, grad_norm: 2.0953 2021-07-08 02:33:56,417 - mmaction - INFO - Epoch [29][1420/1879] lr: 8.360e-02, eta: 4 days, 13:31:24, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3352, top5_acc: 0.6121, loss_cls: 2.9805, loss: 2.9805, grad_norm: 2.0827 2021-07-08 02:34:13,902 - mmaction - INFO - Epoch [29][1440/1879] lr: 8.363e-02, eta: 4 days, 13:30:58, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5859, loss_cls: 3.0228, loss: 3.0228, grad_norm: 2.0771 2021-07-08 02:34:31,384 - mmaction - INFO - Epoch [29][1460/1879] lr: 8.365e-02, eta: 4 days, 13:30:32, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5809, loss_cls: 3.0628, loss: 3.0628, grad_norm: 2.0219 2021-07-08 02:34:48,901 - mmaction - INFO - Epoch [29][1480/1879] lr: 8.368e-02, eta: 4 days, 13:30:06, time: 0.879, data_time: 0.007, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5832, loss_cls: 3.0465, loss: 3.0465, grad_norm: 2.1015 2021-07-08 02:35:06,543 - mmaction - INFO - Epoch [29][1500/1879] lr: 8.371e-02, eta: 4 days, 13:29:41, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5863, loss_cls: 3.0462, loss: 3.0462, grad_norm: 2.0738 2021-07-08 02:35:24,032 - mmaction - INFO - Epoch [29][1520/1879] lr: 8.374e-02, eta: 4 days, 13:29:15, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5879, loss_cls: 3.0046, loss: 3.0046, grad_norm: 2.0545 2021-07-08 02:35:41,504 - mmaction - INFO - Epoch [29][1540/1879] lr: 8.376e-02, eta: 4 days, 13:28:49, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5813, loss_cls: 3.0997, loss: 3.0997, grad_norm: 2.0727 2021-07-08 02:35:59,049 - mmaction - INFO - Epoch [29][1560/1879] lr: 8.379e-02, eta: 4 days, 13:28:23, time: 0.876, data_time: 0.000, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5977, loss_cls: 2.9572, loss: 2.9572, grad_norm: 2.0543 2021-07-08 02:36:16,493 - mmaction - INFO - Epoch [29][1580/1879] lr: 8.382e-02, eta: 4 days, 13:27:56, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5848, loss_cls: 3.0651, loss: 3.0651, grad_norm: 2.1080 2021-07-08 02:36:34,124 - mmaction - INFO - Epoch [29][1600/1879] lr: 8.385e-02, eta: 4 days, 13:27:31, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5965, loss_cls: 3.0366, loss: 3.0366, grad_norm: 2.0595 2021-07-08 02:36:51,731 - mmaction - INFO - Epoch [29][1620/1879] lr: 8.387e-02, eta: 4 days, 13:27:06, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3227, top5_acc: 0.5723, loss_cls: 3.1235, loss: 3.1235, grad_norm: 2.0781 2021-07-08 02:37:09,253 - mmaction - INFO - Epoch [29][1640/1879] lr: 8.390e-02, eta: 4 days, 13:26:40, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3176, top5_acc: 0.5719, loss_cls: 3.1055, loss: 3.1055, grad_norm: 2.0883 2021-07-08 02:37:26,793 - mmaction - INFO - Epoch [29][1660/1879] lr: 8.393e-02, eta: 4 days, 13:26:15, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5941, loss_cls: 3.0039, loss: 3.0039, grad_norm: 2.0723 2021-07-08 02:37:44,284 - mmaction - INFO - Epoch [29][1680/1879] lr: 8.396e-02, eta: 4 days, 13:25:48, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5863, loss_cls: 3.0551, loss: 3.0551, grad_norm: 2.0412 2021-07-08 02:38:01,872 - mmaction - INFO - Epoch [29][1700/1879] lr: 8.398e-02, eta: 4 days, 13:25:23, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5719, loss_cls: 3.1082, loss: 3.1082, grad_norm: 2.1077 2021-07-08 02:38:19,457 - mmaction - INFO - Epoch [29][1720/1879] lr: 8.401e-02, eta: 4 days, 13:24:58, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5961, loss_cls: 3.0341, loss: 3.0341, grad_norm: 2.0650 2021-07-08 02:38:36,964 - mmaction - INFO - Epoch [29][1740/1879] lr: 8.404e-02, eta: 4 days, 13:24:32, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5844, loss_cls: 3.0343, loss: 3.0343, grad_norm: 2.0532 2021-07-08 02:38:54,489 - mmaction - INFO - Epoch [29][1760/1879] lr: 8.406e-02, eta: 4 days, 13:24:06, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5922, loss_cls: 3.0010, loss: 3.0010, grad_norm: 2.0468 2021-07-08 02:39:11,983 - mmaction - INFO - Epoch [29][1780/1879] lr: 8.409e-02, eta: 4 days, 13:23:40, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3242, top5_acc: 0.5703, loss_cls: 3.1317, loss: 3.1317, grad_norm: 2.1179 2021-07-08 02:39:29,397 - mmaction - INFO - Epoch [29][1800/1879] lr: 8.412e-02, eta: 4 days, 13:23:13, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5918, loss_cls: 3.0348, loss: 3.0348, grad_norm: 2.0802 2021-07-08 02:39:46,835 - mmaction - INFO - Epoch [29][1820/1879] lr: 8.415e-02, eta: 4 days, 13:22:47, time: 0.871, data_time: 0.000, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5824, loss_cls: 3.0628, loss: 3.0628, grad_norm: 2.0794 2021-07-08 02:40:04,434 - mmaction - INFO - Epoch [29][1840/1879] lr: 8.417e-02, eta: 4 days, 13:22:22, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5988, loss_cls: 3.0097, loss: 3.0097, grad_norm: 2.0786 2021-07-08 02:40:21,927 - mmaction - INFO - Epoch [29][1860/1879] lr: 8.420e-02, eta: 4 days, 13:21:56, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5918, loss_cls: 3.0393, loss: 3.0393, grad_norm: 2.1048 2021-07-08 02:42:38,475 - mmaction - INFO - Epoch [30][20/1879] lr: 8.407e-02, eta: 4 days, 13:31:57, time: 5.875, data_time: 4.849, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5859, loss_cls: 3.0221, loss: 3.0221, grad_norm: 2.0484 2021-07-08 02:42:55,657 - mmaction - INFO - Epoch [30][40/1879] lr: 8.410e-02, eta: 4 days, 13:31:28, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5918, loss_cls: 3.0200, loss: 3.0200, grad_norm: 2.0839 2021-07-08 02:43:12,775 - mmaction - INFO - Epoch [30][60/1879] lr: 8.413e-02, eta: 4 days, 13:30:59, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5785, loss_cls: 3.0644, loss: 3.0644, grad_norm: 2.0560 2021-07-08 02:43:30,286 - mmaction - INFO - Epoch [30][80/1879] lr: 8.415e-02, eta: 4 days, 13:30:33, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5766, loss_cls: 3.0483, loss: 3.0483, grad_norm: 2.0394 2021-07-08 02:43:47,830 - mmaction - INFO - Epoch [30][100/1879] lr: 8.418e-02, eta: 4 days, 13:30:07, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5887, loss_cls: 3.0413, loss: 3.0413, grad_norm: 2.0399 2021-07-08 02:44:05,312 - mmaction - INFO - Epoch [30][120/1879] lr: 8.421e-02, eta: 4 days, 13:29:41, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5992, loss_cls: 3.0350, loss: 3.0350, grad_norm: 2.0234 2021-07-08 02:44:22,769 - mmaction - INFO - Epoch [30][140/1879] lr: 8.424e-02, eta: 4 days, 13:29:14, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3543, top5_acc: 0.5973, loss_cls: 2.9893, loss: 2.9893, grad_norm: 2.0086 2021-07-08 02:44:40,206 - mmaction - INFO - Epoch [30][160/1879] lr: 8.426e-02, eta: 4 days, 13:28:47, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5852, loss_cls: 3.0385, loss: 3.0385, grad_norm: 2.0736 2021-07-08 02:44:57,703 - mmaction - INFO - Epoch [30][180/1879] lr: 8.429e-02, eta: 4 days, 13:28:21, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5992, loss_cls: 2.9971, loss: 2.9971, grad_norm: 2.1048 2021-07-08 02:45:15,451 - mmaction - INFO - Epoch [30][200/1879] lr: 8.432e-02, eta: 4 days, 13:27:57, time: 0.885, data_time: 0.002, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6012, loss_cls: 2.9593, loss: 2.9593, grad_norm: 2.0632 2021-07-08 02:45:32,885 - mmaction - INFO - Epoch [30][220/1879] lr: 8.435e-02, eta: 4 days, 13:27:31, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5855, loss_cls: 3.0386, loss: 3.0386, grad_norm: 2.1060 2021-07-08 02:45:50,417 - mmaction - INFO - Epoch [30][240/1879] lr: 8.437e-02, eta: 4 days, 13:27:05, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5965, loss_cls: 3.0027, loss: 3.0027, grad_norm: 2.1005 2021-07-08 02:46:07,925 - mmaction - INFO - Epoch [30][260/1879] lr: 8.440e-02, eta: 4 days, 13:26:39, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5898, loss_cls: 3.0413, loss: 3.0413, grad_norm: 2.0334 2021-07-08 02:46:25,506 - mmaction - INFO - Epoch [30][280/1879] lr: 8.443e-02, eta: 4 days, 13:26:13, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3359, top5_acc: 0.6023, loss_cls: 2.9973, loss: 2.9973, grad_norm: 2.0266 2021-07-08 02:46:43,015 - mmaction - INFO - Epoch [30][300/1879] lr: 8.445e-02, eta: 4 days, 13:25:47, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6074, loss_cls: 2.9702, loss: 2.9702, grad_norm: 2.0407 2021-07-08 02:47:00,484 - mmaction - INFO - Epoch [30][320/1879] lr: 8.448e-02, eta: 4 days, 13:25:20, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5996, loss_cls: 2.9990, loss: 2.9990, grad_norm: 2.0846 2021-07-08 02:47:18,177 - mmaction - INFO - Epoch [30][340/1879] lr: 8.451e-02, eta: 4 days, 13:24:56, time: 0.887, data_time: 0.004, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5859, loss_cls: 3.0168, loss: 3.0168, grad_norm: 2.0425 2021-07-08 02:47:35,529 - mmaction - INFO - Epoch [30][360/1879] lr: 8.454e-02, eta: 4 days, 13:24:28, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6016, loss_cls: 2.9663, loss: 2.9663, grad_norm: 2.0550 2021-07-08 02:47:53,064 - mmaction - INFO - Epoch [30][380/1879] lr: 8.456e-02, eta: 4 days, 13:24:02, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3512, top5_acc: 0.5965, loss_cls: 3.0130, loss: 3.0130, grad_norm: 2.1356 2021-07-08 02:48:10,588 - mmaction - INFO - Epoch [30][400/1879] lr: 8.459e-02, eta: 4 days, 13:23:37, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5777, loss_cls: 3.0430, loss: 3.0430, grad_norm: 2.1002 2021-07-08 02:48:28,028 - mmaction - INFO - Epoch [30][420/1879] lr: 8.462e-02, eta: 4 days, 13:23:10, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5824, loss_cls: 3.0842, loss: 3.0842, grad_norm: 2.1082 2021-07-08 02:48:45,565 - mmaction - INFO - Epoch [30][440/1879] lr: 8.465e-02, eta: 4 days, 13:22:45, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5922, loss_cls: 3.0460, loss: 3.0460, grad_norm: 1.9830 2021-07-08 02:49:03,009 - mmaction - INFO - Epoch [30][460/1879] lr: 8.467e-02, eta: 4 days, 13:22:18, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3410, top5_acc: 0.6031, loss_cls: 2.9762, loss: 2.9762, grad_norm: 2.0839 2021-07-08 02:49:20,567 - mmaction - INFO - Epoch [30][480/1879] lr: 8.470e-02, eta: 4 days, 13:21:52, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5832, loss_cls: 3.0943, loss: 3.0943, grad_norm: 2.0826 2021-07-08 02:49:38,096 - mmaction - INFO - Epoch [30][500/1879] lr: 8.473e-02, eta: 4 days, 13:21:27, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6035, loss_cls: 2.9934, loss: 2.9934, grad_norm: 2.0500 2021-07-08 02:49:55,662 - mmaction - INFO - Epoch [30][520/1879] lr: 8.475e-02, eta: 4 days, 13:21:01, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3355, top5_acc: 0.6035, loss_cls: 2.9892, loss: 2.9892, grad_norm: 2.0957 2021-07-08 02:50:13,113 - mmaction - INFO - Epoch [30][540/1879] lr: 8.478e-02, eta: 4 days, 13:20:34, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3422, top5_acc: 0.6020, loss_cls: 2.9868, loss: 2.9868, grad_norm: 2.0870 2021-07-08 02:50:30,694 - mmaction - INFO - Epoch [30][560/1879] lr: 8.481e-02, eta: 4 days, 13:20:09, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5871, loss_cls: 3.0162, loss: 3.0162, grad_norm: 2.0774 2021-07-08 02:50:48,290 - mmaction - INFO - Epoch [30][580/1879] lr: 8.484e-02, eta: 4 days, 13:19:43, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5902, loss_cls: 3.0099, loss: 3.0099, grad_norm: 2.0051 2021-07-08 02:51:05,947 - mmaction - INFO - Epoch [30][600/1879] lr: 8.486e-02, eta: 4 days, 13:19:18, time: 0.882, data_time: 0.006, memory: 6462, top1_acc: 0.3312, top5_acc: 0.6004, loss_cls: 3.0330, loss: 3.0330, grad_norm: 2.1071 2021-07-08 02:51:23,498 - mmaction - INFO - Epoch [30][620/1879] lr: 8.489e-02, eta: 4 days, 13:18:53, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6031, loss_cls: 3.0100, loss: 3.0100, grad_norm: 2.1453 2021-07-08 02:51:41,017 - mmaction - INFO - Epoch [30][640/1879] lr: 8.492e-02, eta: 4 days, 13:18:27, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5809, loss_cls: 3.0805, loss: 3.0805, grad_norm: 2.0727 2021-07-08 02:51:58,642 - mmaction - INFO - Epoch [30][660/1879] lr: 8.495e-02, eta: 4 days, 13:18:02, time: 0.884, data_time: 0.005, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5965, loss_cls: 3.0298, loss: 3.0298, grad_norm: 2.0376 2021-07-08 02:52:16,190 - mmaction - INFO - Epoch [30][680/1879] lr: 8.497e-02, eta: 4 days, 13:17:36, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5770, loss_cls: 3.0246, loss: 3.0246, grad_norm: 2.0641 2021-07-08 02:52:33,879 - mmaction - INFO - Epoch [30][700/1879] lr: 8.500e-02, eta: 4 days, 13:17:12, time: 0.884, data_time: 0.002, memory: 6462, top1_acc: 0.3211, top5_acc: 0.5902, loss_cls: 3.0373, loss: 3.0373, grad_norm: 2.0490 2021-07-08 02:52:51,288 - mmaction - INFO - Epoch [30][720/1879] lr: 8.503e-02, eta: 4 days, 13:16:45, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5852, loss_cls: 3.0271, loss: 3.0271, grad_norm: 2.0920 2021-07-08 02:53:08,845 - mmaction - INFO - Epoch [30][740/1879] lr: 8.505e-02, eta: 4 days, 13:16:19, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5832, loss_cls: 3.0585, loss: 3.0585, grad_norm: 2.0806 2021-07-08 02:53:26,325 - mmaction - INFO - Epoch [30][760/1879] lr: 8.508e-02, eta: 4 days, 13:15:53, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6012, loss_cls: 3.0023, loss: 3.0023, grad_norm: 2.0413 2021-07-08 02:53:43,863 - mmaction - INFO - Epoch [30][780/1879] lr: 8.511e-02, eta: 4 days, 13:15:28, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5801, loss_cls: 3.0416, loss: 3.0416, grad_norm: 2.0815 2021-07-08 02:54:01,285 - mmaction - INFO - Epoch [30][800/1879] lr: 8.514e-02, eta: 4 days, 13:15:01, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5813, loss_cls: 3.0931, loss: 3.0931, grad_norm: 2.0658 2021-07-08 02:54:18,906 - mmaction - INFO - Epoch [30][820/1879] lr: 8.516e-02, eta: 4 days, 13:14:36, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3242, top5_acc: 0.5828, loss_cls: 3.0819, loss: 3.0819, grad_norm: 2.0658 2021-07-08 02:54:36,355 - mmaction - INFO - Epoch [30][840/1879] lr: 8.519e-02, eta: 4 days, 13:14:09, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5848, loss_cls: 3.0731, loss: 3.0731, grad_norm: 2.1388 2021-07-08 02:54:53,888 - mmaction - INFO - Epoch [30][860/1879] lr: 8.522e-02, eta: 4 days, 13:13:44, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5902, loss_cls: 3.0499, loss: 3.0499, grad_norm: 2.0536 2021-07-08 02:55:11,345 - mmaction - INFO - Epoch [30][880/1879] lr: 8.525e-02, eta: 4 days, 13:13:18, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5957, loss_cls: 3.0123, loss: 3.0123, grad_norm: 2.0785 2021-07-08 02:55:28,805 - mmaction - INFO - Epoch [30][900/1879] lr: 8.527e-02, eta: 4 days, 13:12:51, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5996, loss_cls: 2.9777, loss: 2.9777, grad_norm: 2.0698 2021-07-08 02:55:46,329 - mmaction - INFO - Epoch [30][920/1879] lr: 8.530e-02, eta: 4 days, 13:12:25, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5941, loss_cls: 3.0102, loss: 3.0102, grad_norm: 2.0445 2021-07-08 02:56:04,016 - mmaction - INFO - Epoch [30][940/1879] lr: 8.533e-02, eta: 4 days, 13:12:01, time: 0.886, data_time: 0.006, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5828, loss_cls: 3.0887, loss: 3.0887, grad_norm: 2.0729 2021-07-08 02:56:21,438 - mmaction - INFO - Epoch [30][960/1879] lr: 8.535e-02, eta: 4 days, 13:11:35, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5918, loss_cls: 3.0050, loss: 3.0050, grad_norm: 2.0553 2021-07-08 02:56:38,945 - mmaction - INFO - Epoch [30][980/1879] lr: 8.538e-02, eta: 4 days, 13:11:08, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5785, loss_cls: 3.0535, loss: 3.0535, grad_norm: 2.0890 2021-07-08 02:56:56,501 - mmaction - INFO - Epoch [30][1000/1879] lr: 8.541e-02, eta: 4 days, 13:10:43, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5859, loss_cls: 3.0386, loss: 3.0386, grad_norm: 2.0564 2021-07-08 02:57:14,128 - mmaction - INFO - Epoch [30][1020/1879] lr: 8.544e-02, eta: 4 days, 13:10:18, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5863, loss_cls: 3.0796, loss: 3.0796, grad_norm: 2.0729 2021-07-08 02:57:31,680 - mmaction - INFO - Epoch [30][1040/1879] lr: 8.546e-02, eta: 4 days, 13:09:52, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5922, loss_cls: 2.9815, loss: 2.9815, grad_norm: 2.0831 2021-07-08 02:57:49,277 - mmaction - INFO - Epoch [30][1060/1879] lr: 8.549e-02, eta: 4 days, 13:09:27, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5875, loss_cls: 3.0599, loss: 3.0599, grad_norm: 2.0460 2021-07-08 02:58:06,821 - mmaction - INFO - Epoch [30][1080/1879] lr: 8.552e-02, eta: 4 days, 13:09:02, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5949, loss_cls: 3.0664, loss: 3.0664, grad_norm: 2.1001 2021-07-08 02:58:24,447 - mmaction - INFO - Epoch [30][1100/1879] lr: 8.555e-02, eta: 4 days, 13:08:37, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5934, loss_cls: 3.0223, loss: 3.0223, grad_norm: 2.0632 2021-07-08 02:58:41,953 - mmaction - INFO - Epoch [30][1120/1879] lr: 8.557e-02, eta: 4 days, 13:08:11, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6008, loss_cls: 3.0163, loss: 3.0163, grad_norm: 1.9881 2021-07-08 02:58:59,428 - mmaction - INFO - Epoch [30][1140/1879] lr: 8.560e-02, eta: 4 days, 13:07:45, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5891, loss_cls: 3.0585, loss: 3.0585, grad_norm: 2.1159 2021-07-08 02:59:17,009 - mmaction - INFO - Epoch [30][1160/1879] lr: 8.563e-02, eta: 4 days, 13:07:20, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6055, loss_cls: 2.9508, loss: 2.9508, grad_norm: 2.0779 2021-07-08 02:59:34,541 - mmaction - INFO - Epoch [30][1180/1879] lr: 8.566e-02, eta: 4 days, 13:06:54, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5910, loss_cls: 3.0333, loss: 3.0333, grad_norm: 2.1106 2021-07-08 02:59:52,089 - mmaction - INFO - Epoch [30][1200/1879] lr: 8.568e-02, eta: 4 days, 13:06:28, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5863, loss_cls: 3.0213, loss: 3.0213, grad_norm: 2.1177 2021-07-08 03:00:09,573 - mmaction - INFO - Epoch [30][1220/1879] lr: 8.571e-02, eta: 4 days, 13:06:02, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5793, loss_cls: 3.0872, loss: 3.0872, grad_norm: 2.1065 2021-07-08 03:00:27,038 - mmaction - INFO - Epoch [30][1240/1879] lr: 8.574e-02, eta: 4 days, 13:05:36, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5945, loss_cls: 3.0128, loss: 3.0128, grad_norm: 2.0178 2021-07-08 03:00:44,656 - mmaction - INFO - Epoch [30][1260/1879] lr: 8.576e-02, eta: 4 days, 13:05:11, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6105, loss_cls: 2.9159, loss: 2.9159, grad_norm: 2.0861 2021-07-08 03:01:02,219 - mmaction - INFO - Epoch [30][1280/1879] lr: 8.579e-02, eta: 4 days, 13:04:45, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5863, loss_cls: 3.0459, loss: 3.0459, grad_norm: 2.0740 2021-07-08 03:01:19,766 - mmaction - INFO - Epoch [30][1300/1879] lr: 8.582e-02, eta: 4 days, 13:04:20, time: 0.880, data_time: 0.007, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5887, loss_cls: 3.0737, loss: 3.0737, grad_norm: 2.0319 2021-07-08 03:01:37,361 - mmaction - INFO - Epoch [30][1320/1879] lr: 8.585e-02, eta: 4 days, 13:03:55, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3465, top5_acc: 0.5965, loss_cls: 2.9857, loss: 2.9857, grad_norm: 2.0204 2021-07-08 03:01:54,911 - mmaction - INFO - Epoch [30][1340/1879] lr: 8.587e-02, eta: 4 days, 13:03:30, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5816, loss_cls: 3.0730, loss: 3.0730, grad_norm: 2.1114 2021-07-08 03:02:12,424 - mmaction - INFO - Epoch [30][1360/1879] lr: 8.590e-02, eta: 4 days, 13:03:04, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5898, loss_cls: 3.0367, loss: 3.0367, grad_norm: 2.0721 2021-07-08 03:02:29,909 - mmaction - INFO - Epoch [30][1380/1879] lr: 8.593e-02, eta: 4 days, 13:02:38, time: 0.872, data_time: 0.000, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5730, loss_cls: 3.0895, loss: 3.0895, grad_norm: 2.0652 2021-07-08 03:02:47,492 - mmaction - INFO - Epoch [30][1400/1879] lr: 8.596e-02, eta: 4 days, 13:02:13, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5898, loss_cls: 3.0072, loss: 3.0072, grad_norm: 2.0405 2021-07-08 03:03:05,094 - mmaction - INFO - Epoch [30][1420/1879] lr: 8.598e-02, eta: 4 days, 13:01:48, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5957, loss_cls: 3.0201, loss: 3.0201, grad_norm: 2.0862 2021-07-08 03:03:22,675 - mmaction - INFO - Epoch [30][1440/1879] lr: 8.601e-02, eta: 4 days, 13:01:23, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3410, top5_acc: 0.6133, loss_cls: 2.9871, loss: 2.9871, grad_norm: 2.0649 2021-07-08 03:03:40,220 - mmaction - INFO - Epoch [30][1460/1879] lr: 8.604e-02, eta: 4 days, 13:00:57, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3457, top5_acc: 0.6047, loss_cls: 3.0177, loss: 3.0177, grad_norm: 2.0969 2021-07-08 03:03:57,703 - mmaction - INFO - Epoch [30][1480/1879] lr: 8.606e-02, eta: 4 days, 13:00:32, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5691, loss_cls: 3.1078, loss: 3.1078, grad_norm: 2.0758 2021-07-08 03:04:15,159 - mmaction - INFO - Epoch [30][1500/1879] lr: 8.609e-02, eta: 4 days, 13:00:05, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5836, loss_cls: 3.0724, loss: 3.0724, grad_norm: 2.0411 2021-07-08 03:04:32,659 - mmaction - INFO - Epoch [30][1520/1879] lr: 8.612e-02, eta: 4 days, 12:59:40, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5879, loss_cls: 3.0442, loss: 3.0442, grad_norm: 2.0555 2021-07-08 03:04:50,208 - mmaction - INFO - Epoch [30][1540/1879] lr: 8.615e-02, eta: 4 days, 12:59:14, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5879, loss_cls: 3.0398, loss: 3.0398, grad_norm: 1.9955 2021-07-08 03:05:07,804 - mmaction - INFO - Epoch [30][1560/1879] lr: 8.617e-02, eta: 4 days, 12:58:49, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5949, loss_cls: 2.9747, loss: 2.9747, grad_norm: 2.0662 2021-07-08 03:05:25,279 - mmaction - INFO - Epoch [30][1580/1879] lr: 8.620e-02, eta: 4 days, 12:58:23, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6082, loss_cls: 2.9689, loss: 2.9689, grad_norm: 1.9821 2021-07-08 03:05:42,791 - mmaction - INFO - Epoch [30][1600/1879] lr: 8.623e-02, eta: 4 days, 12:57:57, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5898, loss_cls: 3.0682, loss: 3.0682, grad_norm: 2.0474 2021-07-08 03:06:00,281 - mmaction - INFO - Epoch [30][1620/1879] lr: 8.626e-02, eta: 4 days, 12:57:32, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5793, loss_cls: 3.0570, loss: 3.0570, grad_norm: 2.0310 2021-07-08 03:06:17,781 - mmaction - INFO - Epoch [30][1640/1879] lr: 8.628e-02, eta: 4 days, 12:57:06, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5828, loss_cls: 3.0916, loss: 3.0916, grad_norm: 2.0263 2021-07-08 03:06:35,375 - mmaction - INFO - Epoch [30][1660/1879] lr: 8.631e-02, eta: 4 days, 12:56:41, time: 0.879, data_time: 0.001, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5922, loss_cls: 3.0014, loss: 3.0014, grad_norm: 2.0426 2021-07-08 03:06:52,875 - mmaction - INFO - Epoch [30][1680/1879] lr: 8.634e-02, eta: 4 days, 12:56:15, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5852, loss_cls: 3.0621, loss: 3.0621, grad_norm: 2.0298 2021-07-08 03:07:10,437 - mmaction - INFO - Epoch [30][1700/1879] lr: 8.636e-02, eta: 4 days, 12:55:50, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3488, top5_acc: 0.5883, loss_cls: 3.0026, loss: 3.0026, grad_norm: 2.1142 2021-07-08 03:07:27,974 - mmaction - INFO - Epoch [30][1720/1879] lr: 8.639e-02, eta: 4 days, 12:55:24, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6094, loss_cls: 2.9623, loss: 2.9623, grad_norm: 2.0513 2021-07-08 03:07:45,521 - mmaction - INFO - Epoch [30][1740/1879] lr: 8.642e-02, eta: 4 days, 12:54:59, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5836, loss_cls: 3.0272, loss: 3.0272, grad_norm: 2.0768 2021-07-08 03:08:03,084 - mmaction - INFO - Epoch [30][1760/1879] lr: 8.645e-02, eta: 4 days, 12:54:34, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5793, loss_cls: 3.0934, loss: 3.0934, grad_norm: 2.0797 2021-07-08 03:08:20,561 - mmaction - INFO - Epoch [30][1780/1879] lr: 8.647e-02, eta: 4 days, 12:54:08, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5809, loss_cls: 3.0387, loss: 3.0387, grad_norm: 2.0783 2021-07-08 03:08:38,016 - mmaction - INFO - Epoch [30][1800/1879] lr: 8.650e-02, eta: 4 days, 12:53:42, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5680, loss_cls: 3.1183, loss: 3.1183, grad_norm: 2.0727 2021-07-08 03:08:55,494 - mmaction - INFO - Epoch [30][1820/1879] lr: 8.653e-02, eta: 4 days, 12:53:16, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5910, loss_cls: 3.0245, loss: 3.0245, grad_norm: 2.0278 2021-07-08 03:09:13,068 - mmaction - INFO - Epoch [30][1840/1879] lr: 8.656e-02, eta: 4 days, 12:52:51, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5852, loss_cls: 3.0466, loss: 3.0466, grad_norm: 2.0450 2021-07-08 03:09:30,463 - mmaction - INFO - Epoch [30][1860/1879] lr: 8.658e-02, eta: 4 days, 12:52:24, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5922, loss_cls: 3.0671, loss: 3.0671, grad_norm: 2.0761 2021-07-08 03:13:28,214 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 03:13:29,031 - mmaction - INFO - top1_acc 0.3987 top5_acc 0.6648 2021-07-08 03:13:29,032 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 03:13:29,110 - mmaction - INFO - mean_acc 0.3986 2021-07-08 03:13:30,241 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_30.pth. 2021-07-08 03:13:30,241 - mmaction - INFO - Best top1_acc is 0.3987 at 30 epoch. 2021-07-08 03:13:30,261 - mmaction - INFO - Epoch(val) [30][155] top1_acc: 0.3987, top5_acc: 0.6648, mean_class_accuracy: 0.3986 2021-07-08 03:15:05,125 - mmaction - INFO - Epoch [31][20/1879] lr: 8.644e-02, eta: 4 days, 12:59:11, time: 4.739, data_time: 3.515, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5926, loss_cls: 3.0236, loss: 3.0236, grad_norm: 2.0175 2021-07-08 03:15:22,330 - mmaction - INFO - Epoch [31][40/1879] lr: 8.647e-02, eta: 4 days, 12:58:43, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5914, loss_cls: 3.0174, loss: 3.0174, grad_norm: 2.0511 2021-07-08 03:15:39,552 - mmaction - INFO - Epoch [31][60/1879] lr: 8.650e-02, eta: 4 days, 12:58:15, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3582, top5_acc: 0.5957, loss_cls: 2.9658, loss: 2.9658, grad_norm: 2.0179 2021-07-08 03:15:56,894 - mmaction - INFO - Epoch [31][80/1879] lr: 8.652e-02, eta: 4 days, 12:57:48, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5906, loss_cls: 3.0121, loss: 3.0121, grad_norm: 2.0425 2021-07-08 03:16:14,356 - mmaction - INFO - Epoch [31][100/1879] lr: 8.655e-02, eta: 4 days, 12:57:22, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3227, top5_acc: 0.5816, loss_cls: 3.0644, loss: 3.0644, grad_norm: 2.0662 2021-07-08 03:16:31,694 - mmaction - INFO - Epoch [31][120/1879] lr: 8.658e-02, eta: 4 days, 12:56:55, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5805, loss_cls: 3.0451, loss: 3.0451, grad_norm: 2.0712 2021-07-08 03:16:49,131 - mmaction - INFO - Epoch [31][140/1879] lr: 8.661e-02, eta: 4 days, 12:56:29, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5832, loss_cls: 3.0259, loss: 3.0259, grad_norm: 2.0695 2021-07-08 03:17:06,662 - mmaction - INFO - Epoch [31][160/1879] lr: 8.663e-02, eta: 4 days, 12:56:03, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5879, loss_cls: 3.0522, loss: 3.0522, grad_norm: 2.0440 2021-07-08 03:17:24,025 - mmaction - INFO - Epoch [31][180/1879] lr: 8.666e-02, eta: 4 days, 12:55:36, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5863, loss_cls: 3.0057, loss: 3.0057, grad_norm: 2.0392 2021-07-08 03:17:41,476 - mmaction - INFO - Epoch [31][200/1879] lr: 8.669e-02, eta: 4 days, 12:55:10, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5988, loss_cls: 3.0061, loss: 3.0061, grad_norm: 2.0560 2021-07-08 03:17:58,896 - mmaction - INFO - Epoch [31][220/1879] lr: 8.671e-02, eta: 4 days, 12:54:44, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5738, loss_cls: 3.0679, loss: 3.0679, grad_norm: 2.0687 2021-07-08 03:18:16,364 - mmaction - INFO - Epoch [31][240/1879] lr: 8.674e-02, eta: 4 days, 12:54:18, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5961, loss_cls: 3.0370, loss: 3.0370, grad_norm: 2.0311 2021-07-08 03:18:33,771 - mmaction - INFO - Epoch [31][260/1879] lr: 8.677e-02, eta: 4 days, 12:53:51, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5922, loss_cls: 3.0717, loss: 3.0717, grad_norm: 2.0348 2021-07-08 03:18:51,283 - mmaction - INFO - Epoch [31][280/1879] lr: 8.680e-02, eta: 4 days, 12:53:26, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5910, loss_cls: 2.9862, loss: 2.9862, grad_norm: 2.0234 2021-07-08 03:19:08,832 - mmaction - INFO - Epoch [31][300/1879] lr: 8.682e-02, eta: 4 days, 12:53:00, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5840, loss_cls: 3.0606, loss: 3.0606, grad_norm: 2.0772 2021-07-08 03:19:26,320 - mmaction - INFO - Epoch [31][320/1879] lr: 8.685e-02, eta: 4 days, 12:52:34, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5949, loss_cls: 2.9924, loss: 2.9924, grad_norm: 2.0402 2021-07-08 03:19:43,945 - mmaction - INFO - Epoch [31][340/1879] lr: 8.688e-02, eta: 4 days, 12:52:10, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.3547, top5_acc: 0.5988, loss_cls: 2.9795, loss: 2.9795, grad_norm: 2.0949 2021-07-08 03:20:01,341 - mmaction - INFO - Epoch [31][360/1879] lr: 8.690e-02, eta: 4 days, 12:51:43, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6066, loss_cls: 2.9559, loss: 2.9559, grad_norm: 2.0672 2021-07-08 03:20:18,845 - mmaction - INFO - Epoch [31][380/1879] lr: 8.693e-02, eta: 4 days, 12:51:17, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3242, top5_acc: 0.5914, loss_cls: 3.0406, loss: 3.0406, grad_norm: 2.0994 2021-07-08 03:20:36,446 - mmaction - INFO - Epoch [31][400/1879] lr: 8.696e-02, eta: 4 days, 12:50:53, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5953, loss_cls: 3.0259, loss: 3.0259, grad_norm: 2.0340 2021-07-08 03:20:54,022 - mmaction - INFO - Epoch [31][420/1879] lr: 8.699e-02, eta: 4 days, 12:50:27, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5918, loss_cls: 2.9919, loss: 2.9919, grad_norm: 2.0240 2021-07-08 03:21:11,657 - mmaction - INFO - Epoch [31][440/1879] lr: 8.701e-02, eta: 4 days, 12:50:02, time: 0.884, data_time: 0.004, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5891, loss_cls: 3.0296, loss: 3.0296, grad_norm: 2.0193 2021-07-08 03:21:29,185 - mmaction - INFO - Epoch [31][460/1879] lr: 8.704e-02, eta: 4 days, 12:49:37, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3547, top5_acc: 0.5953, loss_cls: 2.9526, loss: 2.9526, grad_norm: 2.0449 2021-07-08 03:21:46,856 - mmaction - INFO - Epoch [31][480/1879] lr: 8.707e-02, eta: 4 days, 12:49:12, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5938, loss_cls: 3.0419, loss: 3.0419, grad_norm: 2.0732 2021-07-08 03:22:04,487 - mmaction - INFO - Epoch [31][500/1879] lr: 8.710e-02, eta: 4 days, 12:48:47, time: 0.881, data_time: 0.008, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6117, loss_cls: 2.9480, loss: 2.9480, grad_norm: 2.1055 2021-07-08 03:22:21,908 - mmaction - INFO - Epoch [31][520/1879] lr: 8.712e-02, eta: 4 days, 12:48:22, time: 0.874, data_time: 0.008, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5887, loss_cls: 3.0192, loss: 3.0192, grad_norm: 2.0764 2021-07-08 03:22:39,331 - mmaction - INFO - Epoch [31][540/1879] lr: 8.715e-02, eta: 4 days, 12:47:55, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5906, loss_cls: 3.0294, loss: 3.0294, grad_norm: 2.1012 2021-07-08 03:22:56,980 - mmaction - INFO - Epoch [31][560/1879] lr: 8.718e-02, eta: 4 days, 12:47:31, time: 0.884, data_time: 0.006, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5801, loss_cls: 3.0591, loss: 3.0591, grad_norm: 2.0667 2021-07-08 03:23:14,592 - mmaction - INFO - Epoch [31][580/1879] lr: 8.720e-02, eta: 4 days, 12:47:06, time: 0.879, data_time: 0.001, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5898, loss_cls: 3.0472, loss: 3.0472, grad_norm: 2.0760 2021-07-08 03:23:32,136 - mmaction - INFO - Epoch [31][600/1879] lr: 8.723e-02, eta: 4 days, 12:46:40, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5895, loss_cls: 3.0074, loss: 3.0074, grad_norm: 2.0107 2021-07-08 03:23:49,664 - mmaction - INFO - Epoch [31][620/1879] lr: 8.726e-02, eta: 4 days, 12:46:15, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5945, loss_cls: 3.0442, loss: 3.0442, grad_norm: 2.0856 2021-07-08 03:24:07,121 - mmaction - INFO - Epoch [31][640/1879] lr: 8.729e-02, eta: 4 days, 12:45:49, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3516, top5_acc: 0.5953, loss_cls: 2.9635, loss: 2.9635, grad_norm: 2.0742 2021-07-08 03:24:24,640 - mmaction - INFO - Epoch [31][660/1879] lr: 8.731e-02, eta: 4 days, 12:45:23, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3398, top5_acc: 0.6051, loss_cls: 2.9335, loss: 2.9335, grad_norm: 2.1434 2021-07-08 03:24:42,089 - mmaction - INFO - Epoch [31][680/1879] lr: 8.734e-02, eta: 4 days, 12:44:57, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5969, loss_cls: 3.0165, loss: 3.0165, grad_norm: 2.0659 2021-07-08 03:24:59,524 - mmaction - INFO - Epoch [31][700/1879] lr: 8.737e-02, eta: 4 days, 12:44:31, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5871, loss_cls: 3.0460, loss: 3.0460, grad_norm: 2.0686 2021-07-08 03:25:17,080 - mmaction - INFO - Epoch [31][720/1879] lr: 8.740e-02, eta: 4 days, 12:44:05, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3383, top5_acc: 0.6020, loss_cls: 3.0098, loss: 3.0098, grad_norm: 2.0467 2021-07-08 03:25:34,478 - mmaction - INFO - Epoch [31][740/1879] lr: 8.742e-02, eta: 4 days, 12:43:39, time: 0.874, data_time: 0.008, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5891, loss_cls: 3.0355, loss: 3.0355, grad_norm: 2.0668 2021-07-08 03:25:51,888 - mmaction - INFO - Epoch [31][760/1879] lr: 8.745e-02, eta: 4 days, 12:43:13, time: 0.871, data_time: 0.008, memory: 6462, top1_acc: 0.3500, top5_acc: 0.5906, loss_cls: 3.0029, loss: 3.0029, grad_norm: 2.0301 2021-07-08 03:26:09,432 - mmaction - INFO - Epoch [31][780/1879] lr: 8.748e-02, eta: 4 days, 12:42:47, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3395, top5_acc: 0.6043, loss_cls: 2.9379, loss: 2.9379, grad_norm: 2.0751 2021-07-08 03:26:26,959 - mmaction - INFO - Epoch [31][800/1879] lr: 8.750e-02, eta: 4 days, 12:42:22, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5848, loss_cls: 3.0610, loss: 3.0610, grad_norm: 2.0675 2021-07-08 03:26:44,496 - mmaction - INFO - Epoch [31][820/1879] lr: 8.753e-02, eta: 4 days, 12:41:57, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5914, loss_cls: 2.9995, loss: 2.9995, grad_norm: 2.0082 2021-07-08 03:27:01,911 - mmaction - INFO - Epoch [31][840/1879] lr: 8.756e-02, eta: 4 days, 12:41:31, time: 0.871, data_time: 0.007, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5785, loss_cls: 3.0466, loss: 3.0466, grad_norm: 2.0826 2021-07-08 03:27:19,417 - mmaction - INFO - Epoch [31][860/1879] lr: 8.759e-02, eta: 4 days, 12:41:05, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5859, loss_cls: 3.0049, loss: 3.0049, grad_norm: 2.0771 2021-07-08 03:27:36,815 - mmaction - INFO - Epoch [31][880/1879] lr: 8.761e-02, eta: 4 days, 12:40:39, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3246, top5_acc: 0.5898, loss_cls: 3.0712, loss: 3.0712, grad_norm: 2.0788 2021-07-08 03:27:54,409 - mmaction - INFO - Epoch [31][900/1879] lr: 8.764e-02, eta: 4 days, 12:40:14, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3391, top5_acc: 0.6059, loss_cls: 2.9975, loss: 2.9975, grad_norm: 2.0400 2021-07-08 03:28:11,961 - mmaction - INFO - Epoch [31][920/1879] lr: 8.767e-02, eta: 4 days, 12:39:49, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5809, loss_cls: 3.0528, loss: 3.0528, grad_norm: 2.0592 2021-07-08 03:28:29,540 - mmaction - INFO - Epoch [31][940/1879] lr: 8.769e-02, eta: 4 days, 12:39:24, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5957, loss_cls: 3.0026, loss: 3.0026, grad_norm: 2.0460 2021-07-08 03:28:47,006 - mmaction - INFO - Epoch [31][960/1879] lr: 8.772e-02, eta: 4 days, 12:38:58, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5898, loss_cls: 2.9800, loss: 2.9800, grad_norm: 2.0097 2021-07-08 03:29:04,315 - mmaction - INFO - Epoch [31][980/1879] lr: 8.775e-02, eta: 4 days, 12:38:31, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5957, loss_cls: 3.0525, loss: 3.0525, grad_norm: 2.0503 2021-07-08 03:29:21,837 - mmaction - INFO - Epoch [31][1000/1879] lr: 8.778e-02, eta: 4 days, 12:38:05, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5984, loss_cls: 2.9920, loss: 2.9920, grad_norm: 2.0873 2021-07-08 03:29:39,220 - mmaction - INFO - Epoch [31][1020/1879] lr: 8.780e-02, eta: 4 days, 12:37:39, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5984, loss_cls: 3.0414, loss: 3.0414, grad_norm: 2.0692 2021-07-08 03:29:56,799 - mmaction - INFO - Epoch [31][1040/1879] lr: 8.783e-02, eta: 4 days, 12:37:14, time: 0.880, data_time: 0.007, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5914, loss_cls: 3.0238, loss: 3.0238, grad_norm: 2.0724 2021-07-08 03:30:14,347 - mmaction - INFO - Epoch [31][1060/1879] lr: 8.786e-02, eta: 4 days, 12:36:49, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6004, loss_cls: 3.0082, loss: 3.0082, grad_norm: 2.0644 2021-07-08 03:30:31,942 - mmaction - INFO - Epoch [31][1080/1879] lr: 8.789e-02, eta: 4 days, 12:36:24, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5957, loss_cls: 3.0155, loss: 3.0155, grad_norm: 2.0986 2021-07-08 03:30:49,503 - mmaction - INFO - Epoch [31][1100/1879] lr: 8.791e-02, eta: 4 days, 12:35:59, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5977, loss_cls: 3.0293, loss: 3.0293, grad_norm: 2.0246 2021-07-08 03:31:07,054 - mmaction - INFO - Epoch [31][1120/1879] lr: 8.794e-02, eta: 4 days, 12:35:34, time: 0.878, data_time: 0.008, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5766, loss_cls: 3.0906, loss: 3.0906, grad_norm: 2.0544 2021-07-08 03:31:24,660 - mmaction - INFO - Epoch [31][1140/1879] lr: 8.797e-02, eta: 4 days, 12:35:09, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5746, loss_cls: 3.0673, loss: 3.0673, grad_norm: 2.0429 2021-07-08 03:31:42,175 - mmaction - INFO - Epoch [31][1160/1879] lr: 8.799e-02, eta: 4 days, 12:34:44, time: 0.876, data_time: 0.011, memory: 6462, top1_acc: 0.3395, top5_acc: 0.6086, loss_cls: 2.9899, loss: 2.9899, grad_norm: 2.0374 2021-07-08 03:31:59,709 - mmaction - INFO - Epoch [31][1180/1879] lr: 8.802e-02, eta: 4 days, 12:34:18, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5992, loss_cls: 3.0008, loss: 3.0008, grad_norm: 2.0607 2021-07-08 03:32:17,161 - mmaction - INFO - Epoch [31][1200/1879] lr: 8.805e-02, eta: 4 days, 12:33:52, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5805, loss_cls: 3.0630, loss: 3.0630, grad_norm: 2.0639 2021-07-08 03:32:34,545 - mmaction - INFO - Epoch [31][1220/1879] lr: 8.808e-02, eta: 4 days, 12:33:26, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5910, loss_cls: 3.0339, loss: 3.0339, grad_norm: 2.0612 2021-07-08 03:32:52,060 - mmaction - INFO - Epoch [31][1240/1879] lr: 8.810e-02, eta: 4 days, 12:33:01, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5852, loss_cls: 3.0784, loss: 3.0784, grad_norm: 2.0638 2021-07-08 03:33:09,577 - mmaction - INFO - Epoch [31][1260/1879] lr: 8.813e-02, eta: 4 days, 12:32:35, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5922, loss_cls: 3.0311, loss: 3.0311, grad_norm: 2.0347 2021-07-08 03:33:27,070 - mmaction - INFO - Epoch [31][1280/1879] lr: 8.816e-02, eta: 4 days, 12:32:10, time: 0.878, data_time: 0.008, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5715, loss_cls: 3.1035, loss: 3.1035, grad_norm: 2.0730 2021-07-08 03:33:44,415 - mmaction - INFO - Epoch [31][1300/1879] lr: 8.818e-02, eta: 4 days, 12:31:43, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5828, loss_cls: 3.0607, loss: 3.0607, grad_norm: 1.9927 2021-07-08 03:34:01,919 - mmaction - INFO - Epoch [31][1320/1879] lr: 8.821e-02, eta: 4 days, 12:31:17, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3359, top5_acc: 0.6031, loss_cls: 3.0182, loss: 3.0182, grad_norm: 1.9971 2021-07-08 03:34:19,316 - mmaction - INFO - Epoch [31][1340/1879] lr: 8.824e-02, eta: 4 days, 12:30:51, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5941, loss_cls: 3.0006, loss: 3.0006, grad_norm: 2.0414 2021-07-08 03:34:36,844 - mmaction - INFO - Epoch [31][1360/1879] lr: 8.827e-02, eta: 4 days, 12:30:26, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5914, loss_cls: 3.0559, loss: 3.0559, grad_norm: 2.0843 2021-07-08 03:34:54,340 - mmaction - INFO - Epoch [31][1380/1879] lr: 8.829e-02, eta: 4 days, 12:30:01, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3168, top5_acc: 0.5750, loss_cls: 3.0826, loss: 3.0826, grad_norm: 2.0975 2021-07-08 03:35:11,772 - mmaction - INFO - Epoch [31][1400/1879] lr: 8.832e-02, eta: 4 days, 12:29:35, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6188, loss_cls: 2.8804, loss: 2.8804, grad_norm: 2.0566 2021-07-08 03:35:29,320 - mmaction - INFO - Epoch [31][1420/1879] lr: 8.835e-02, eta: 4 days, 12:29:09, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5898, loss_cls: 3.0753, loss: 3.0753, grad_norm: 2.0425 2021-07-08 03:35:46,803 - mmaction - INFO - Epoch [31][1440/1879] lr: 8.838e-02, eta: 4 days, 12:28:44, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5883, loss_cls: 3.0527, loss: 3.0527, grad_norm: 2.0222 2021-07-08 03:36:04,308 - mmaction - INFO - Epoch [31][1460/1879] lr: 8.840e-02, eta: 4 days, 12:28:18, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5887, loss_cls: 3.0659, loss: 3.0659, grad_norm: 1.9964 2021-07-08 03:36:21,773 - mmaction - INFO - Epoch [31][1480/1879] lr: 8.843e-02, eta: 4 days, 12:27:53, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6113, loss_cls: 2.9544, loss: 2.9544, grad_norm: 2.0443 2021-07-08 03:36:39,275 - mmaction - INFO - Epoch [31][1500/1879] lr: 8.846e-02, eta: 4 days, 12:27:28, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5824, loss_cls: 3.0408, loss: 3.0408, grad_norm: 1.9726 2021-07-08 03:36:56,856 - mmaction - INFO - Epoch [31][1520/1879] lr: 8.848e-02, eta: 4 days, 12:27:02, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5945, loss_cls: 2.9754, loss: 2.9754, grad_norm: 2.0237 2021-07-08 03:37:14,320 - mmaction - INFO - Epoch [31][1540/1879] lr: 8.851e-02, eta: 4 days, 12:26:37, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5766, loss_cls: 3.0877, loss: 3.0877, grad_norm: 2.0407 2021-07-08 03:37:31,771 - mmaction - INFO - Epoch [31][1560/1879] lr: 8.854e-02, eta: 4 days, 12:26:11, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5902, loss_cls: 3.0124, loss: 3.0124, grad_norm: 2.0215 2021-07-08 03:37:49,259 - mmaction - INFO - Epoch [31][1580/1879] lr: 8.857e-02, eta: 4 days, 12:25:46, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3367, top5_acc: 0.6000, loss_cls: 3.0050, loss: 3.0050, grad_norm: 2.0592 2021-07-08 03:38:06,674 - mmaction - INFO - Epoch [31][1600/1879] lr: 8.859e-02, eta: 4 days, 12:25:20, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5742, loss_cls: 3.0770, loss: 3.0770, grad_norm: 2.0398 2021-07-08 03:38:24,172 - mmaction - INFO - Epoch [31][1620/1879] lr: 8.862e-02, eta: 4 days, 12:24:54, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3543, top5_acc: 0.5930, loss_cls: 2.9791, loss: 2.9791, grad_norm: 2.0645 2021-07-08 03:38:41,732 - mmaction - INFO - Epoch [31][1640/1879] lr: 8.865e-02, eta: 4 days, 12:24:29, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5777, loss_cls: 3.0501, loss: 3.0501, grad_norm: 2.0150 2021-07-08 03:38:59,267 - mmaction - INFO - Epoch [31][1660/1879] lr: 8.867e-02, eta: 4 days, 12:24:04, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5895, loss_cls: 3.0269, loss: 3.0269, grad_norm: 2.0322 2021-07-08 03:39:16,672 - mmaction - INFO - Epoch [31][1680/1879] lr: 8.870e-02, eta: 4 days, 12:23:38, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3430, top5_acc: 0.6000, loss_cls: 2.9678, loss: 2.9678, grad_norm: 2.0354 2021-07-08 03:39:34,121 - mmaction - INFO - Epoch [31][1700/1879] lr: 8.873e-02, eta: 4 days, 12:23:12, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3238, top5_acc: 0.5789, loss_cls: 3.1126, loss: 3.1126, grad_norm: 2.1015 2021-07-08 03:39:51,525 - mmaction - INFO - Epoch [31][1720/1879] lr: 8.876e-02, eta: 4 days, 12:22:46, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5898, loss_cls: 3.0293, loss: 3.0293, grad_norm: 2.0192 2021-07-08 03:40:09,149 - mmaction - INFO - Epoch [31][1740/1879] lr: 8.878e-02, eta: 4 days, 12:22:22, time: 0.880, data_time: 0.001, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5891, loss_cls: 3.0068, loss: 3.0068, grad_norm: 2.0647 2021-07-08 03:40:26,668 - mmaction - INFO - Epoch [31][1760/1879] lr: 8.881e-02, eta: 4 days, 12:21:56, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5863, loss_cls: 3.0323, loss: 3.0323, grad_norm: 2.0390 2021-07-08 03:40:44,202 - mmaction - INFO - Epoch [31][1780/1879] lr: 8.884e-02, eta: 4 days, 12:21:32, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5992, loss_cls: 3.0248, loss: 3.0248, grad_norm: 2.0457 2021-07-08 03:41:01,665 - mmaction - INFO - Epoch [31][1800/1879] lr: 8.887e-02, eta: 4 days, 12:21:06, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5910, loss_cls: 3.0388, loss: 3.0388, grad_norm: 2.0343 2021-07-08 03:41:19,149 - mmaction - INFO - Epoch [31][1820/1879] lr: 8.889e-02, eta: 4 days, 12:20:40, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3391, top5_acc: 0.6039, loss_cls: 2.9578, loss: 2.9578, grad_norm: 2.0326 2021-07-08 03:41:36,676 - mmaction - INFO - Epoch [31][1840/1879] lr: 8.892e-02, eta: 4 days, 12:20:15, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5926, loss_cls: 3.0450, loss: 3.0450, grad_norm: 2.0415 2021-07-08 03:41:54,212 - mmaction - INFO - Epoch [31][1860/1879] lr: 8.895e-02, eta: 4 days, 12:19:50, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5977, loss_cls: 2.9746, loss: 2.9746, grad_norm: 2.0110 2021-07-08 03:44:33,376 - mmaction - INFO - Epoch [32][20/1879] lr: 8.879e-02, eta: 4 days, 12:31:31, time: 6.878, data_time: 5.663, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5938, loss_cls: 3.0186, loss: 3.0186, grad_norm: 2.0799 2021-07-08 03:44:50,432 - mmaction - INFO - Epoch [32][40/1879] lr: 8.882e-02, eta: 4 days, 12:31:02, time: 0.852, data_time: 0.004, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6117, loss_cls: 2.9457, loss: 2.9457, grad_norm: 2.0511 2021-07-08 03:45:07,858 - mmaction - INFO - Epoch [32][60/1879] lr: 8.885e-02, eta: 4 days, 12:30:36, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6012, loss_cls: 3.0120, loss: 3.0120, grad_norm: 2.0045 2021-07-08 03:45:25,253 - mmaction - INFO - Epoch [32][80/1879] lr: 8.888e-02, eta: 4 days, 12:30:10, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5879, loss_cls: 3.0314, loss: 3.0314, grad_norm: 2.0320 2021-07-08 03:45:42,704 - mmaction - INFO - Epoch [32][100/1879] lr: 8.890e-02, eta: 4 days, 12:29:44, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5922, loss_cls: 2.9926, loss: 2.9926, grad_norm: 2.0577 2021-07-08 03:46:00,223 - mmaction - INFO - Epoch [32][120/1879] lr: 8.893e-02, eta: 4 days, 12:29:18, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5965, loss_cls: 3.0377, loss: 3.0377, grad_norm: 2.0714 2021-07-08 03:46:17,663 - mmaction - INFO - Epoch [32][140/1879] lr: 8.896e-02, eta: 4 days, 12:28:53, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5777, loss_cls: 3.0275, loss: 3.0275, grad_norm: 2.0022 2021-07-08 03:46:35,184 - mmaction - INFO - Epoch [32][160/1879] lr: 8.898e-02, eta: 4 days, 12:28:27, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5973, loss_cls: 2.9988, loss: 2.9988, grad_norm: 2.0509 2021-07-08 03:46:52,659 - mmaction - INFO - Epoch [32][180/1879] lr: 8.901e-02, eta: 4 days, 12:28:01, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3465, top5_acc: 0.5926, loss_cls: 3.0141, loss: 3.0141, grad_norm: 2.0185 2021-07-08 03:47:10,127 - mmaction - INFO - Epoch [32][200/1879] lr: 8.904e-02, eta: 4 days, 12:27:35, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6094, loss_cls: 2.8964, loss: 2.8964, grad_norm: 1.9926 2021-07-08 03:47:27,602 - mmaction - INFO - Epoch [32][220/1879] lr: 8.907e-02, eta: 4 days, 12:27:10, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3531, top5_acc: 0.5945, loss_cls: 2.9882, loss: 2.9882, grad_norm: 2.0341 2021-07-08 03:47:45,147 - mmaction - INFO - Epoch [32][240/1879] lr: 8.909e-02, eta: 4 days, 12:26:45, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6016, loss_cls: 2.8953, loss: 2.8953, grad_norm: 2.0185 2021-07-08 03:48:02,557 - mmaction - INFO - Epoch [32][260/1879] lr: 8.912e-02, eta: 4 days, 12:26:18, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5875, loss_cls: 3.0023, loss: 3.0023, grad_norm: 2.0508 2021-07-08 03:48:20,115 - mmaction - INFO - Epoch [32][280/1879] lr: 8.915e-02, eta: 4 days, 12:25:53, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5891, loss_cls: 3.0356, loss: 3.0356, grad_norm: 2.0988 2021-07-08 03:48:37,568 - mmaction - INFO - Epoch [32][300/1879] lr: 8.917e-02, eta: 4 days, 12:25:27, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5852, loss_cls: 3.0117, loss: 3.0117, grad_norm: 2.0172 2021-07-08 03:48:55,077 - mmaction - INFO - Epoch [32][320/1879] lr: 8.920e-02, eta: 4 days, 12:25:02, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3535, top5_acc: 0.5969, loss_cls: 2.9715, loss: 2.9715, grad_norm: 2.0094 2021-07-08 03:49:12,558 - mmaction - INFO - Epoch [32][340/1879] lr: 8.923e-02, eta: 4 days, 12:24:36, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6086, loss_cls: 2.9050, loss: 2.9050, grad_norm: 2.0551 2021-07-08 03:49:30,065 - mmaction - INFO - Epoch [32][360/1879] lr: 8.926e-02, eta: 4 days, 12:24:11, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5992, loss_cls: 2.9636, loss: 2.9636, grad_norm: 2.1452 2021-07-08 03:49:47,542 - mmaction - INFO - Epoch [32][380/1879] lr: 8.928e-02, eta: 4 days, 12:23:45, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6207, loss_cls: 2.9546, loss: 2.9546, grad_norm: 2.0776 2021-07-08 03:50:05,040 - mmaction - INFO - Epoch [32][400/1879] lr: 8.931e-02, eta: 4 days, 12:23:20, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3484, top5_acc: 0.5914, loss_cls: 2.9570, loss: 2.9570, grad_norm: 2.0600 2021-07-08 03:50:22,549 - mmaction - INFO - Epoch [32][420/1879] lr: 8.934e-02, eta: 4 days, 12:22:54, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5918, loss_cls: 3.0099, loss: 3.0099, grad_norm: 2.0701 2021-07-08 03:50:40,068 - mmaction - INFO - Epoch [32][440/1879] lr: 8.936e-02, eta: 4 days, 12:22:29, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5926, loss_cls: 3.0485, loss: 3.0485, grad_norm: 2.0793 2021-07-08 03:50:57,579 - mmaction - INFO - Epoch [32][460/1879] lr: 8.939e-02, eta: 4 days, 12:22:03, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5922, loss_cls: 3.0278, loss: 3.0278, grad_norm: 2.0563 2021-07-08 03:51:15,053 - mmaction - INFO - Epoch [32][480/1879] lr: 8.942e-02, eta: 4 days, 12:21:38, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5906, loss_cls: 3.0370, loss: 3.0370, grad_norm: 2.0428 2021-07-08 03:51:32,676 - mmaction - INFO - Epoch [32][500/1879] lr: 8.945e-02, eta: 4 days, 12:21:13, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5973, loss_cls: 2.9846, loss: 2.9846, grad_norm: 2.0877 2021-07-08 03:51:50,011 - mmaction - INFO - Epoch [32][520/1879] lr: 8.947e-02, eta: 4 days, 12:20:46, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5883, loss_cls: 3.0293, loss: 3.0293, grad_norm: 2.0424 2021-07-08 03:52:07,427 - mmaction - INFO - Epoch [32][540/1879] lr: 8.950e-02, eta: 4 days, 12:20:20, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5883, loss_cls: 3.0377, loss: 3.0377, grad_norm: 2.0096 2021-07-08 03:52:24,896 - mmaction - INFO - Epoch [32][560/1879] lr: 8.953e-02, eta: 4 days, 12:19:55, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3465, top5_acc: 0.5871, loss_cls: 3.0298, loss: 3.0298, grad_norm: 2.0671 2021-07-08 03:52:42,311 - mmaction - INFO - Epoch [32][580/1879] lr: 8.955e-02, eta: 4 days, 12:19:29, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6117, loss_cls: 2.9146, loss: 2.9146, grad_norm: 2.0927 2021-07-08 03:52:59,936 - mmaction - INFO - Epoch [32][600/1879] lr: 8.958e-02, eta: 4 days, 12:19:04, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.3484, top5_acc: 0.5891, loss_cls: 3.0011, loss: 3.0011, grad_norm: 2.0817 2021-07-08 03:53:17,480 - mmaction - INFO - Epoch [32][620/1879] lr: 8.961e-02, eta: 4 days, 12:18:39, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5875, loss_cls: 3.0696, loss: 3.0696, grad_norm: 2.1023 2021-07-08 03:53:35,100 - mmaction - INFO - Epoch [32][640/1879] lr: 8.964e-02, eta: 4 days, 12:18:14, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3426, top5_acc: 0.6023, loss_cls: 2.9835, loss: 2.9835, grad_norm: 2.0589 2021-07-08 03:53:52,625 - mmaction - INFO - Epoch [32][660/1879] lr: 8.966e-02, eta: 4 days, 12:17:49, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5969, loss_cls: 2.9814, loss: 2.9814, grad_norm: 2.0075 2021-07-08 03:54:09,984 - mmaction - INFO - Epoch [32][680/1879] lr: 8.969e-02, eta: 4 days, 12:17:22, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3207, top5_acc: 0.5801, loss_cls: 3.0665, loss: 3.0665, grad_norm: 2.0224 2021-07-08 03:54:27,563 - mmaction - INFO - Epoch [32][700/1879] lr: 8.972e-02, eta: 4 days, 12:16:57, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5973, loss_cls: 3.0083, loss: 3.0083, grad_norm: 2.0133 2021-07-08 03:54:44,996 - mmaction - INFO - Epoch [32][720/1879] lr: 8.974e-02, eta: 4 days, 12:16:32, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5863, loss_cls: 3.0399, loss: 3.0399, grad_norm: 2.0578 2021-07-08 03:55:02,562 - mmaction - INFO - Epoch [32][740/1879] lr: 8.977e-02, eta: 4 days, 12:16:07, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3441, top5_acc: 0.6016, loss_cls: 2.9723, loss: 2.9723, grad_norm: 2.0443 2021-07-08 03:55:19,991 - mmaction - INFO - Epoch [32][760/1879] lr: 8.980e-02, eta: 4 days, 12:15:41, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5934, loss_cls: 3.0228, loss: 3.0228, grad_norm: 2.0462 2021-07-08 03:55:37,459 - mmaction - INFO - Epoch [32][780/1879] lr: 8.983e-02, eta: 4 days, 12:15:15, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5875, loss_cls: 2.9892, loss: 2.9892, grad_norm: 2.0798 2021-07-08 03:55:55,003 - mmaction - INFO - Epoch [32][800/1879] lr: 8.985e-02, eta: 4 days, 12:14:50, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5938, loss_cls: 3.0298, loss: 3.0298, grad_norm: 2.1370 2021-07-08 03:56:12,565 - mmaction - INFO - Epoch [32][820/1879] lr: 8.988e-02, eta: 4 days, 12:14:25, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5887, loss_cls: 3.0276, loss: 3.0276, grad_norm: 2.0276 2021-07-08 03:56:30,146 - mmaction - INFO - Epoch [32][840/1879] lr: 8.991e-02, eta: 4 days, 12:14:00, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3504, top5_acc: 0.5852, loss_cls: 3.0000, loss: 3.0000, grad_norm: 2.0093 2021-07-08 03:56:47,663 - mmaction - INFO - Epoch [32][860/1879] lr: 8.993e-02, eta: 4 days, 12:13:35, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5891, loss_cls: 3.0210, loss: 3.0210, grad_norm: 2.0334 2021-07-08 03:57:05,107 - mmaction - INFO - Epoch [32][880/1879] lr: 8.996e-02, eta: 4 days, 12:13:09, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5754, loss_cls: 3.1201, loss: 3.1201, grad_norm: 2.0668 2021-07-08 03:57:22,615 - mmaction - INFO - Epoch [32][900/1879] lr: 8.999e-02, eta: 4 days, 12:12:44, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5973, loss_cls: 3.0170, loss: 3.0170, grad_norm: 2.0370 2021-07-08 03:57:40,014 - mmaction - INFO - Epoch [32][920/1879] lr: 9.002e-02, eta: 4 days, 12:12:18, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3391, top5_acc: 0.6109, loss_cls: 2.9234, loss: 2.9234, grad_norm: 2.0448 2021-07-08 03:57:57,527 - mmaction - INFO - Epoch [32][940/1879] lr: 9.004e-02, eta: 4 days, 12:11:53, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3484, top5_acc: 0.5992, loss_cls: 2.9872, loss: 2.9872, grad_norm: 2.0523 2021-07-08 03:58:15,017 - mmaction - INFO - Epoch [32][960/1879] lr: 9.007e-02, eta: 4 days, 12:11:27, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6008, loss_cls: 2.9809, loss: 2.9809, grad_norm: 2.0402 2021-07-08 03:58:32,469 - mmaction - INFO - Epoch [32][980/1879] lr: 9.010e-02, eta: 4 days, 12:11:01, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3395, top5_acc: 0.6066, loss_cls: 2.9649, loss: 2.9649, grad_norm: 2.0466 2021-07-08 03:58:50,080 - mmaction - INFO - Epoch [32][1000/1879] lr: 9.013e-02, eta: 4 days, 12:10:37, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5938, loss_cls: 3.0143, loss: 3.0143, grad_norm: 2.0633 2021-07-08 03:59:07,498 - mmaction - INFO - Epoch [32][1020/1879] lr: 9.015e-02, eta: 4 days, 12:10:11, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6016, loss_cls: 2.9757, loss: 2.9757, grad_norm: 2.0504 2021-07-08 03:59:25,061 - mmaction - INFO - Epoch [32][1040/1879] lr: 9.018e-02, eta: 4 days, 12:09:46, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5855, loss_cls: 3.0270, loss: 3.0270, grad_norm: 2.0544 2021-07-08 03:59:42,538 - mmaction - INFO - Epoch [32][1060/1879] lr: 9.021e-02, eta: 4 days, 12:09:20, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5836, loss_cls: 3.0052, loss: 3.0052, grad_norm: 2.0448 2021-07-08 04:00:00,137 - mmaction - INFO - Epoch [32][1080/1879] lr: 9.023e-02, eta: 4 days, 12:08:56, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3430, top5_acc: 0.6008, loss_cls: 2.9870, loss: 2.9870, grad_norm: 2.0295 2021-07-08 04:00:17,699 - mmaction - INFO - Epoch [32][1100/1879] lr: 9.026e-02, eta: 4 days, 12:08:31, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5930, loss_cls: 3.0044, loss: 3.0044, grad_norm: 2.0458 2021-07-08 04:00:35,259 - mmaction - INFO - Epoch [32][1120/1879] lr: 9.029e-02, eta: 4 days, 12:08:06, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3434, top5_acc: 0.6066, loss_cls: 2.9719, loss: 2.9719, grad_norm: 2.0321 2021-07-08 04:00:52,839 - mmaction - INFO - Epoch [32][1140/1879] lr: 9.032e-02, eta: 4 days, 12:07:41, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5871, loss_cls: 3.0538, loss: 3.0538, grad_norm: 2.0571 2021-07-08 04:01:10,379 - mmaction - INFO - Epoch [32][1160/1879] lr: 9.034e-02, eta: 4 days, 12:07:16, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5785, loss_cls: 3.0675, loss: 3.0675, grad_norm: 2.0755 2021-07-08 04:01:27,951 - mmaction - INFO - Epoch [32][1180/1879] lr: 9.037e-02, eta: 4 days, 12:06:51, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5926, loss_cls: 3.0300, loss: 3.0300, grad_norm: 2.0571 2021-07-08 04:01:45,392 - mmaction - INFO - Epoch [32][1200/1879] lr: 9.040e-02, eta: 4 days, 12:06:26, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5883, loss_cls: 3.0457, loss: 3.0457, grad_norm: 2.0500 2021-07-08 04:02:02,844 - mmaction - INFO - Epoch [32][1220/1879] lr: 9.042e-02, eta: 4 days, 12:06:00, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3488, top5_acc: 0.5953, loss_cls: 3.0280, loss: 3.0280, grad_norm: 2.0098 2021-07-08 04:02:20,242 - mmaction - INFO - Epoch [32][1240/1879] lr: 9.045e-02, eta: 4 days, 12:05:34, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5988, loss_cls: 3.0051, loss: 3.0051, grad_norm: 2.0568 2021-07-08 04:02:37,715 - mmaction - INFO - Epoch [32][1260/1879] lr: 9.048e-02, eta: 4 days, 12:05:09, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5762, loss_cls: 3.0753, loss: 3.0753, grad_norm: 2.0990 2021-07-08 04:02:55,234 - mmaction - INFO - Epoch [32][1280/1879] lr: 9.051e-02, eta: 4 days, 12:04:43, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5902, loss_cls: 3.0042, loss: 3.0042, grad_norm: 2.0485 2021-07-08 04:03:12,747 - mmaction - INFO - Epoch [32][1300/1879] lr: 9.053e-02, eta: 4 days, 12:04:18, time: 0.878, data_time: 0.008, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5820, loss_cls: 3.0553, loss: 3.0553, grad_norm: 2.0684 2021-07-08 04:03:30,355 - mmaction - INFO - Epoch [32][1320/1879] lr: 9.056e-02, eta: 4 days, 12:03:54, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5984, loss_cls: 2.9781, loss: 2.9781, grad_norm: 2.0290 2021-07-08 04:03:47,826 - mmaction - INFO - Epoch [32][1340/1879] lr: 9.059e-02, eta: 4 days, 12:03:28, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5910, loss_cls: 3.0252, loss: 3.0252, grad_norm: 2.0281 2021-07-08 04:04:05,290 - mmaction - INFO - Epoch [32][1360/1879] lr: 9.061e-02, eta: 4 days, 12:03:03, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5988, loss_cls: 2.9908, loss: 2.9908, grad_norm: 2.0023 2021-07-08 04:04:22,925 - mmaction - INFO - Epoch [32][1380/1879] lr: 9.064e-02, eta: 4 days, 12:02:38, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5945, loss_cls: 2.9637, loss: 2.9637, grad_norm: 2.0160 2021-07-08 04:04:40,210 - mmaction - INFO - Epoch [32][1400/1879] lr: 9.067e-02, eta: 4 days, 12:02:12, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5961, loss_cls: 3.0385, loss: 3.0385, grad_norm: 2.0851 2021-07-08 04:04:57,712 - mmaction - INFO - Epoch [32][1420/1879] lr: 9.070e-02, eta: 4 days, 12:01:47, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5859, loss_cls: 3.0503, loss: 3.0503, grad_norm: 2.0603 2021-07-08 04:05:15,151 - mmaction - INFO - Epoch [32][1440/1879] lr: 9.072e-02, eta: 4 days, 12:01:21, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3258, top5_acc: 0.5828, loss_cls: 3.0453, loss: 3.0453, grad_norm: 2.0696 2021-07-08 04:05:32,538 - mmaction - INFO - Epoch [32][1460/1879] lr: 9.075e-02, eta: 4 days, 12:00:55, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5875, loss_cls: 3.0569, loss: 3.0569, grad_norm: 2.0561 2021-07-08 04:05:49,954 - mmaction - INFO - Epoch [32][1480/1879] lr: 9.078e-02, eta: 4 days, 12:00:29, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5789, loss_cls: 3.0444, loss: 3.0444, grad_norm: 2.0095 2021-07-08 04:06:07,527 - mmaction - INFO - Epoch [32][1500/1879] lr: 9.080e-02, eta: 4 days, 12:00:04, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3250, top5_acc: 0.5773, loss_cls: 3.0977, loss: 3.0977, grad_norm: 2.0679 2021-07-08 04:06:24,980 - mmaction - INFO - Epoch [32][1520/1879] lr: 9.083e-02, eta: 4 days, 11:59:39, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5863, loss_cls: 3.0652, loss: 3.0652, grad_norm: 2.0377 2021-07-08 04:06:42,413 - mmaction - INFO - Epoch [32][1540/1879] lr: 9.086e-02, eta: 4 days, 11:59:13, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6004, loss_cls: 2.9618, loss: 2.9618, grad_norm: 2.0420 2021-07-08 04:06:59,948 - mmaction - INFO - Epoch [32][1560/1879] lr: 9.089e-02, eta: 4 days, 11:58:48, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5750, loss_cls: 3.0608, loss: 3.0608, grad_norm: 2.0305 2021-07-08 04:07:17,399 - mmaction - INFO - Epoch [32][1580/1879] lr: 9.091e-02, eta: 4 days, 11:58:23, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5938, loss_cls: 3.0020, loss: 3.0020, grad_norm: 2.0743 2021-07-08 04:07:34,951 - mmaction - INFO - Epoch [32][1600/1879] lr: 9.094e-02, eta: 4 days, 11:57:58, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5895, loss_cls: 3.0771, loss: 3.0771, grad_norm: 2.0387 2021-07-08 04:07:52,455 - mmaction - INFO - Epoch [32][1620/1879] lr: 9.097e-02, eta: 4 days, 11:57:33, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5852, loss_cls: 3.0383, loss: 3.0383, grad_norm: 1.9838 2021-07-08 04:08:09,959 - mmaction - INFO - Epoch [32][1640/1879] lr: 9.099e-02, eta: 4 days, 11:57:07, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5969, loss_cls: 3.0024, loss: 3.0024, grad_norm: 2.0340 2021-07-08 04:08:27,436 - mmaction - INFO - Epoch [32][1660/1879] lr: 9.102e-02, eta: 4 days, 11:56:42, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 2.9953, loss: 2.9953, grad_norm: 2.0016 2021-07-08 04:08:44,902 - mmaction - INFO - Epoch [32][1680/1879] lr: 9.105e-02, eta: 4 days, 11:56:17, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3488, top5_acc: 0.5984, loss_cls: 2.9603, loss: 2.9603, grad_norm: 2.0613 2021-07-08 04:09:02,371 - mmaction - INFO - Epoch [32][1700/1879] lr: 9.108e-02, eta: 4 days, 11:55:51, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5801, loss_cls: 3.1021, loss: 3.1021, grad_norm: 2.0461 2021-07-08 04:09:19,784 - mmaction - INFO - Epoch [32][1720/1879] lr: 9.110e-02, eta: 4 days, 11:55:26, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5941, loss_cls: 2.9931, loss: 2.9931, grad_norm: 2.0640 2021-07-08 04:09:37,303 - mmaction - INFO - Epoch [32][1740/1879] lr: 9.113e-02, eta: 4 days, 11:55:00, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6047, loss_cls: 2.9668, loss: 2.9668, grad_norm: 2.0314 2021-07-08 04:09:54,785 - mmaction - INFO - Epoch [32][1760/1879] lr: 9.116e-02, eta: 4 days, 11:54:35, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3543, top5_acc: 0.5852, loss_cls: 2.9992, loss: 2.9992, grad_norm: 2.0185 2021-07-08 04:10:12,273 - mmaction - INFO - Epoch [32][1780/1879] lr: 9.118e-02, eta: 4 days, 11:54:10, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3406, top5_acc: 0.6094, loss_cls: 2.9964, loss: 2.9964, grad_norm: 2.0308 2021-07-08 04:10:29,753 - mmaction - INFO - Epoch [32][1800/1879] lr: 9.121e-02, eta: 4 days, 11:53:45, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5871, loss_cls: 3.0438, loss: 3.0438, grad_norm: 2.0094 2021-07-08 04:10:47,200 - mmaction - INFO - Epoch [32][1820/1879] lr: 9.124e-02, eta: 4 days, 11:53:19, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5996, loss_cls: 3.0043, loss: 3.0043, grad_norm: 2.1120 2021-07-08 04:11:04,738 - mmaction - INFO - Epoch [32][1840/1879] lr: 9.127e-02, eta: 4 days, 11:52:54, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3227, top5_acc: 0.5875, loss_cls: 3.0750, loss: 3.0750, grad_norm: 2.0201 2021-07-08 04:11:22,068 - mmaction - INFO - Epoch [32][1860/1879] lr: 9.129e-02, eta: 4 days, 11:52:28, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6090, loss_cls: 2.9377, loss: 2.9377, grad_norm: 2.0385 2021-07-08 04:11:47,867 - mmaction - INFO - Saving checkpoint at 32 epochs 2021-07-08 04:14:13,568 - mmaction - INFO - Epoch [33][20/1879] lr: 9.113e-02, eta: 4 days, 12:04:36, time: 7.255, data_time: 6.231, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5887, loss_cls: 3.0103, loss: 3.0103, grad_norm: 2.0262 2021-07-08 04:14:30,791 - mmaction - INFO - Epoch [33][40/1879] lr: 9.115e-02, eta: 4 days, 12:04:08, time: 0.861, data_time: 0.007, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5965, loss_cls: 3.0185, loss: 3.0185, grad_norm: 2.0067 2021-07-08 04:14:47,872 - mmaction - INFO - Epoch [33][60/1879] lr: 9.118e-02, eta: 4 days, 12:03:40, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6012, loss_cls: 2.9462, loss: 2.9462, grad_norm: 2.0397 2021-07-08 04:15:05,355 - mmaction - INFO - Epoch [33][80/1879] lr: 9.121e-02, eta: 4 days, 12:03:15, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6074, loss_cls: 2.9570, loss: 2.9570, grad_norm: 2.0293 2021-07-08 04:15:22,682 - mmaction - INFO - Epoch [33][100/1879] lr: 9.124e-02, eta: 4 days, 12:02:48, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6062, loss_cls: 2.9612, loss: 2.9612, grad_norm: 2.0695 2021-07-08 04:15:40,152 - mmaction - INFO - Epoch [33][120/1879] lr: 9.126e-02, eta: 4 days, 12:02:23, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5824, loss_cls: 3.0258, loss: 3.0258, grad_norm: 2.0501 2021-07-08 04:15:57,571 - mmaction - INFO - Epoch [33][140/1879] lr: 9.129e-02, eta: 4 days, 12:01:57, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6066, loss_cls: 2.9809, loss: 2.9809, grad_norm: 2.0787 2021-07-08 04:16:15,023 - mmaction - INFO - Epoch [33][160/1879] lr: 9.132e-02, eta: 4 days, 12:01:31, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3512, top5_acc: 0.5957, loss_cls: 2.9708, loss: 2.9708, grad_norm: 2.0592 2021-07-08 04:16:32,416 - mmaction - INFO - Epoch [33][180/1879] lr: 9.134e-02, eta: 4 days, 12:01:05, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6008, loss_cls: 2.9470, loss: 2.9470, grad_norm: 2.0756 2021-07-08 04:16:49,981 - mmaction - INFO - Epoch [33][200/1879] lr: 9.137e-02, eta: 4 days, 12:00:40, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5832, loss_cls: 3.0512, loss: 3.0512, grad_norm: 2.0449 2021-07-08 04:17:07,403 - mmaction - INFO - Epoch [33][220/1879] lr: 9.140e-02, eta: 4 days, 12:00:14, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5902, loss_cls: 3.0118, loss: 3.0118, grad_norm: 2.0564 2021-07-08 04:17:24,921 - mmaction - INFO - Epoch [33][240/1879] lr: 9.143e-02, eta: 4 days, 11:59:49, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.5918, loss_cls: 3.0059, loss: 3.0059, grad_norm: 2.0062 2021-07-08 04:17:42,294 - mmaction - INFO - Epoch [33][260/1879] lr: 9.145e-02, eta: 4 days, 11:59:22, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5754, loss_cls: 3.0801, loss: 3.0801, grad_norm: 2.0091 2021-07-08 04:17:59,701 - mmaction - INFO - Epoch [33][280/1879] lr: 9.148e-02, eta: 4 days, 11:58:57, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5980, loss_cls: 3.0277, loss: 3.0277, grad_norm: 1.9890 2021-07-08 04:18:17,228 - mmaction - INFO - Epoch [33][300/1879] lr: 9.151e-02, eta: 4 days, 11:58:31, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5797, loss_cls: 3.0311, loss: 3.0311, grad_norm: 2.0507 2021-07-08 04:18:34,835 - mmaction - INFO - Epoch [33][320/1879] lr: 9.153e-02, eta: 4 days, 11:58:07, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3422, top5_acc: 0.6062, loss_cls: 2.9940, loss: 2.9940, grad_norm: 1.9910 2021-07-08 04:18:52,452 - mmaction - INFO - Epoch [33][340/1879] lr: 9.156e-02, eta: 4 days, 11:57:42, time: 0.882, data_time: 0.006, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5996, loss_cls: 2.9933, loss: 2.9933, grad_norm: 2.0509 2021-07-08 04:19:09,962 - mmaction - INFO - Epoch [33][360/1879] lr: 9.159e-02, eta: 4 days, 11:57:17, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5902, loss_cls: 3.0230, loss: 3.0230, grad_norm: 2.0052 2021-07-08 04:19:27,520 - mmaction - INFO - Epoch [33][380/1879] lr: 9.161e-02, eta: 4 days, 11:56:52, time: 0.878, data_time: 0.008, memory: 6462, top1_acc: 0.3371, top5_acc: 0.6004, loss_cls: 2.9829, loss: 2.9829, grad_norm: 2.0361 2021-07-08 04:19:45,082 - mmaction - INFO - Epoch [33][400/1879] lr: 9.164e-02, eta: 4 days, 11:56:27, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3594, top5_acc: 0.5992, loss_cls: 2.9814, loss: 2.9814, grad_norm: 2.0247 2021-07-08 04:20:02,556 - mmaction - INFO - Epoch [33][420/1879] lr: 9.167e-02, eta: 4 days, 11:56:02, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5961, loss_cls: 2.9869, loss: 2.9869, grad_norm: 2.0808 2021-07-08 04:20:19,930 - mmaction - INFO - Epoch [33][440/1879] lr: 9.170e-02, eta: 4 days, 11:55:36, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5844, loss_cls: 3.0319, loss: 3.0319, grad_norm: 2.0239 2021-07-08 04:20:37,487 - mmaction - INFO - Epoch [33][460/1879] lr: 9.172e-02, eta: 4 days, 11:55:11, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3438, top5_acc: 0.6051, loss_cls: 2.9706, loss: 2.9706, grad_norm: 1.9972 2021-07-08 04:20:55,092 - mmaction - INFO - Epoch [33][480/1879] lr: 9.175e-02, eta: 4 days, 11:54:46, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6168, loss_cls: 2.9440, loss: 2.9440, grad_norm: 2.0282 2021-07-08 04:21:12,557 - mmaction - INFO - Epoch [33][500/1879] lr: 9.178e-02, eta: 4 days, 11:54:20, time: 0.876, data_time: 0.008, memory: 6462, top1_acc: 0.3508, top5_acc: 0.6055, loss_cls: 2.9398, loss: 2.9398, grad_norm: 2.0565 2021-07-08 04:21:29,944 - mmaction - INFO - Epoch [33][520/1879] lr: 9.180e-02, eta: 4 days, 11:53:55, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3516, top5_acc: 0.5984, loss_cls: 3.0036, loss: 3.0036, grad_norm: 2.0683 2021-07-08 04:21:47,502 - mmaction - INFO - Epoch [33][540/1879] lr: 9.183e-02, eta: 4 days, 11:53:30, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6027, loss_cls: 2.9745, loss: 2.9745, grad_norm: 2.0435 2021-07-08 04:22:04,976 - mmaction - INFO - Epoch [33][560/1879] lr: 9.186e-02, eta: 4 days, 11:53:04, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6027, loss_cls: 2.9574, loss: 2.9574, grad_norm: 2.0379 2021-07-08 04:22:22,477 - mmaction - INFO - Epoch [33][580/1879] lr: 9.189e-02, eta: 4 days, 11:52:39, time: 0.877, data_time: 0.010, memory: 6462, top1_acc: 0.3383, top5_acc: 0.6027, loss_cls: 3.0195, loss: 3.0195, grad_norm: 2.0615 2021-07-08 04:22:39,818 - mmaction - INFO - Epoch [33][600/1879] lr: 9.191e-02, eta: 4 days, 11:52:13, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5703, loss_cls: 3.0811, loss: 3.0811, grad_norm: 2.0250 2021-07-08 04:22:57,415 - mmaction - INFO - Epoch [33][620/1879] lr: 9.194e-02, eta: 4 days, 11:51:48, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5852, loss_cls: 3.0158, loss: 3.0158, grad_norm: 2.0575 2021-07-08 04:23:14,788 - mmaction - INFO - Epoch [33][640/1879] lr: 9.197e-02, eta: 4 days, 11:51:22, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5699, loss_cls: 3.1299, loss: 3.1299, grad_norm: 2.0590 2021-07-08 04:23:32,237 - mmaction - INFO - Epoch [33][660/1879] lr: 9.199e-02, eta: 4 days, 11:50:56, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5934, loss_cls: 3.0019, loss: 3.0019, grad_norm: 2.0148 2021-07-08 04:23:49,696 - mmaction - INFO - Epoch [33][680/1879] lr: 9.202e-02, eta: 4 days, 11:50:31, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5852, loss_cls: 3.0346, loss: 3.0346, grad_norm: 2.0950 2021-07-08 04:24:07,192 - mmaction - INFO - Epoch [33][700/1879] lr: 9.205e-02, eta: 4 days, 11:50:05, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5926, loss_cls: 3.0722, loss: 3.0722, grad_norm: 2.0940 2021-07-08 04:24:24,575 - mmaction - INFO - Epoch [33][720/1879] lr: 9.208e-02, eta: 4 days, 11:49:39, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5891, loss_cls: 3.0785, loss: 3.0785, grad_norm: 2.0185 2021-07-08 04:24:42,182 - mmaction - INFO - Epoch [33][740/1879] lr: 9.210e-02, eta: 4 days, 11:49:15, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6258, loss_cls: 2.8764, loss: 2.8764, grad_norm: 2.0514 2021-07-08 04:24:59,729 - mmaction - INFO - Epoch [33][760/1879] lr: 9.213e-02, eta: 4 days, 11:48:50, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5867, loss_cls: 2.9961, loss: 2.9961, grad_norm: 2.0264 2021-07-08 04:25:17,193 - mmaction - INFO - Epoch [33][780/1879] lr: 9.216e-02, eta: 4 days, 11:48:24, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3449, top5_acc: 0.6066, loss_cls: 2.9898, loss: 2.9898, grad_norm: 2.0077 2021-07-08 04:25:34,754 - mmaction - INFO - Epoch [33][800/1879] lr: 9.218e-02, eta: 4 days, 11:48:00, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3402, top5_acc: 0.6000, loss_cls: 3.0136, loss: 3.0136, grad_norm: 1.9875 2021-07-08 04:25:52,226 - mmaction - INFO - Epoch [33][820/1879] lr: 9.221e-02, eta: 4 days, 11:47:34, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5883, loss_cls: 3.0566, loss: 3.0566, grad_norm: 2.0352 2021-07-08 04:26:09,752 - mmaction - INFO - Epoch [33][840/1879] lr: 9.224e-02, eta: 4 days, 11:47:09, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5754, loss_cls: 3.0737, loss: 3.0737, grad_norm: 2.0596 2021-07-08 04:26:27,171 - mmaction - INFO - Epoch [33][860/1879] lr: 9.227e-02, eta: 4 days, 11:46:43, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5910, loss_cls: 3.0352, loss: 3.0352, grad_norm: 1.9911 2021-07-08 04:26:44,699 - mmaction - INFO - Epoch [33][880/1879] lr: 9.229e-02, eta: 4 days, 11:46:19, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5863, loss_cls: 3.0313, loss: 3.0313, grad_norm: 2.0626 2021-07-08 04:27:02,171 - mmaction - INFO - Epoch [33][900/1879] lr: 9.232e-02, eta: 4 days, 11:45:53, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3508, top5_acc: 0.6012, loss_cls: 2.9957, loss: 2.9957, grad_norm: 2.0599 2021-07-08 04:27:19,597 - mmaction - INFO - Epoch [33][920/1879] lr: 9.235e-02, eta: 4 days, 11:45:28, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3625, top5_acc: 0.5879, loss_cls: 3.0507, loss: 3.0507, grad_norm: 2.0215 2021-07-08 04:27:37,077 - mmaction - INFO - Epoch [33][940/1879] lr: 9.237e-02, eta: 4 days, 11:45:02, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5848, loss_cls: 3.0467, loss: 3.0467, grad_norm: 1.9835 2021-07-08 04:27:54,600 - mmaction - INFO - Epoch [33][960/1879] lr: 9.240e-02, eta: 4 days, 11:44:37, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3398, top5_acc: 0.6004, loss_cls: 2.9835, loss: 2.9835, grad_norm: 2.0039 2021-07-08 04:28:12,258 - mmaction - INFO - Epoch [33][980/1879] lr: 9.243e-02, eta: 4 days, 11:44:13, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6020, loss_cls: 2.9614, loss: 2.9614, grad_norm: 2.0081 2021-07-08 04:28:29,611 - mmaction - INFO - Epoch [33][1000/1879] lr: 9.246e-02, eta: 4 days, 11:43:47, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3223, top5_acc: 0.5742, loss_cls: 3.0341, loss: 3.0341, grad_norm: 2.0931 2021-07-08 04:28:47,124 - mmaction - INFO - Epoch [33][1020/1879] lr: 9.248e-02, eta: 4 days, 11:43:22, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3434, top5_acc: 0.6016, loss_cls: 2.9765, loss: 2.9765, grad_norm: 2.0144 2021-07-08 04:29:04,567 - mmaction - INFO - Epoch [33][1040/1879] lr: 9.251e-02, eta: 4 days, 11:42:56, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6023, loss_cls: 2.9918, loss: 2.9918, grad_norm: 2.0368 2021-07-08 04:29:22,022 - mmaction - INFO - Epoch [33][1060/1879] lr: 9.254e-02, eta: 4 days, 11:42:31, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5906, loss_cls: 3.0113, loss: 3.0113, grad_norm: 2.0480 2021-07-08 04:29:39,334 - mmaction - INFO - Epoch [33][1080/1879] lr: 9.256e-02, eta: 4 days, 11:42:04, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5969, loss_cls: 2.9870, loss: 2.9870, grad_norm: 2.0021 2021-07-08 04:29:56,941 - mmaction - INFO - Epoch [33][1100/1879] lr: 9.259e-02, eta: 4 days, 11:41:40, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5906, loss_cls: 3.0134, loss: 3.0134, grad_norm: 1.9983 2021-07-08 04:30:14,347 - mmaction - INFO - Epoch [33][1120/1879] lr: 9.262e-02, eta: 4 days, 11:41:15, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6105, loss_cls: 2.9507, loss: 2.9507, grad_norm: 2.0388 2021-07-08 04:30:31,879 - mmaction - INFO - Epoch [33][1140/1879] lr: 9.264e-02, eta: 4 days, 11:40:49, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5754, loss_cls: 3.0833, loss: 3.0833, grad_norm: 2.0716 2021-07-08 04:30:49,378 - mmaction - INFO - Epoch [33][1160/1879] lr: 9.267e-02, eta: 4 days, 11:40:24, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3453, top5_acc: 0.6039, loss_cls: 2.9850, loss: 2.9850, grad_norm: 2.0118 2021-07-08 04:31:06,921 - mmaction - INFO - Epoch [33][1180/1879] lr: 9.270e-02, eta: 4 days, 11:40:00, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5996, loss_cls: 3.0195, loss: 3.0195, grad_norm: 2.0349 2021-07-08 04:31:24,450 - mmaction - INFO - Epoch [33][1200/1879] lr: 9.273e-02, eta: 4 days, 11:39:35, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5875, loss_cls: 3.0527, loss: 3.0527, grad_norm: 2.0664 2021-07-08 04:31:41,944 - mmaction - INFO - Epoch [33][1220/1879] lr: 9.275e-02, eta: 4 days, 11:39:09, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.9618, loss: 2.9618, grad_norm: 2.0091 2021-07-08 04:31:59,456 - mmaction - INFO - Epoch [33][1240/1879] lr: 9.278e-02, eta: 4 days, 11:38:45, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5805, loss_cls: 3.0605, loss: 3.0605, grad_norm: 2.0194 2021-07-08 04:32:17,020 - mmaction - INFO - Epoch [33][1260/1879] lr: 9.281e-02, eta: 4 days, 11:38:20, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3234, top5_acc: 0.5789, loss_cls: 3.1409, loss: 3.1409, grad_norm: 2.0169 2021-07-08 04:32:34,590 - mmaction - INFO - Epoch [33][1280/1879] lr: 9.283e-02, eta: 4 days, 11:37:55, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6027, loss_cls: 2.9776, loss: 2.9776, grad_norm: 1.9842 2021-07-08 04:32:52,061 - mmaction - INFO - Epoch [33][1300/1879] lr: 9.286e-02, eta: 4 days, 11:37:30, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3547, top5_acc: 0.5961, loss_cls: 2.9718, loss: 2.9718, grad_norm: 2.0182 2021-07-08 04:33:09,525 - mmaction - INFO - Epoch [33][1320/1879] lr: 9.289e-02, eta: 4 days, 11:37:04, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3566, top5_acc: 0.5980, loss_cls: 2.9818, loss: 2.9818, grad_norm: 1.9790 2021-07-08 04:33:26,981 - mmaction - INFO - Epoch [33][1340/1879] lr: 9.292e-02, eta: 4 days, 11:36:39, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3684, top5_acc: 0.5980, loss_cls: 2.9662, loss: 2.9662, grad_norm: 2.0092 2021-07-08 04:33:44,521 - mmaction - INFO - Epoch [33][1360/1879] lr: 9.294e-02, eta: 4 days, 11:36:14, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5602, loss_cls: 3.1478, loss: 3.1478, grad_norm: 2.0435 2021-07-08 04:34:02,009 - mmaction - INFO - Epoch [33][1380/1879] lr: 9.297e-02, eta: 4 days, 11:35:49, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3680, top5_acc: 0.5988, loss_cls: 2.9886, loss: 2.9886, grad_norm: 1.9766 2021-07-08 04:34:19,441 - mmaction - INFO - Epoch [33][1400/1879] lr: 9.300e-02, eta: 4 days, 11:35:24, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6012, loss_cls: 2.9651, loss: 2.9651, grad_norm: 2.0507 2021-07-08 04:34:36,931 - mmaction - INFO - Epoch [33][1420/1879] lr: 9.302e-02, eta: 4 days, 11:34:59, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3590, top5_acc: 0.5992, loss_cls: 2.9711, loss: 2.9711, grad_norm: 2.0503 2021-07-08 04:34:54,413 - mmaction - INFO - Epoch [33][1440/1879] lr: 9.305e-02, eta: 4 days, 11:34:33, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5781, loss_cls: 3.0272, loss: 3.0272, grad_norm: 2.0648 2021-07-08 04:35:11,977 - mmaction - INFO - Epoch [33][1460/1879] lr: 9.308e-02, eta: 4 days, 11:34:09, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6047, loss_cls: 2.9963, loss: 2.9963, grad_norm: 2.0161 2021-07-08 04:35:29,485 - mmaction - INFO - Epoch [33][1480/1879] lr: 9.311e-02, eta: 4 days, 11:33:44, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6078, loss_cls: 2.9295, loss: 2.9295, grad_norm: 2.0070 2021-07-08 04:35:46,848 - mmaction - INFO - Epoch [33][1500/1879] lr: 9.313e-02, eta: 4 days, 11:33:18, time: 0.867, data_time: 0.006, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5879, loss_cls: 3.0358, loss: 3.0358, grad_norm: 2.0369 2021-07-08 04:36:04,417 - mmaction - INFO - Epoch [33][1520/1879] lr: 9.316e-02, eta: 4 days, 11:32:53, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5883, loss_cls: 3.0162, loss: 3.0162, grad_norm: 1.9994 2021-07-08 04:36:21,901 - mmaction - INFO - Epoch [33][1540/1879] lr: 9.319e-02, eta: 4 days, 11:32:28, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5953, loss_cls: 3.0429, loss: 3.0429, grad_norm: 2.0567 2021-07-08 04:36:39,415 - mmaction - INFO - Epoch [33][1560/1879] lr: 9.321e-02, eta: 4 days, 11:32:03, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5922, loss_cls: 3.0240, loss: 3.0240, grad_norm: 2.0183 2021-07-08 04:36:56,940 - mmaction - INFO - Epoch [33][1580/1879] lr: 9.324e-02, eta: 4 days, 11:31:38, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3191, top5_acc: 0.5750, loss_cls: 3.0736, loss: 3.0736, grad_norm: 2.0139 2021-07-08 04:37:14,353 - mmaction - INFO - Epoch [33][1600/1879] lr: 9.327e-02, eta: 4 days, 11:31:13, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3262, top5_acc: 0.5871, loss_cls: 3.0503, loss: 3.0503, grad_norm: 2.0567 2021-07-08 04:37:31,791 - mmaction - INFO - Epoch [33][1620/1879] lr: 9.330e-02, eta: 4 days, 11:30:47, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5973, loss_cls: 2.9960, loss: 2.9960, grad_norm: 2.0555 2021-07-08 04:37:49,222 - mmaction - INFO - Epoch [33][1640/1879] lr: 9.332e-02, eta: 4 days, 11:30:22, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3426, top5_acc: 0.6016, loss_cls: 2.9561, loss: 2.9561, grad_norm: 1.9864 2021-07-08 04:38:06,579 - mmaction - INFO - Epoch [33][1660/1879] lr: 9.335e-02, eta: 4 days, 11:29:56, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6020, loss_cls: 2.9508, loss: 2.9508, grad_norm: 2.0528 2021-07-08 04:38:24,045 - mmaction - INFO - Epoch [33][1680/1879] lr: 9.338e-02, eta: 4 days, 11:29:31, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3203, top5_acc: 0.5707, loss_cls: 3.1523, loss: 3.1523, grad_norm: 2.0478 2021-07-08 04:38:41,497 - mmaction - INFO - Epoch [33][1700/1879] lr: 9.340e-02, eta: 4 days, 11:29:06, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3270, top5_acc: 0.5848, loss_cls: 3.0668, loss: 3.0668, grad_norm: 2.0118 2021-07-08 04:38:58,889 - mmaction - INFO - Epoch [33][1720/1879] lr: 9.343e-02, eta: 4 days, 11:28:40, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5988, loss_cls: 2.9870, loss: 2.9870, grad_norm: 1.9946 2021-07-08 04:39:16,379 - mmaction - INFO - Epoch [33][1740/1879] lr: 9.346e-02, eta: 4 days, 11:28:15, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6121, loss_cls: 2.9231, loss: 2.9231, grad_norm: 2.0515 2021-07-08 04:39:33,866 - mmaction - INFO - Epoch [33][1760/1879] lr: 9.349e-02, eta: 4 days, 11:27:50, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5734, loss_cls: 3.0812, loss: 3.0812, grad_norm: 2.0108 2021-07-08 04:39:51,230 - mmaction - INFO - Epoch [33][1780/1879] lr: 9.351e-02, eta: 4 days, 11:27:24, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3516, top5_acc: 0.5969, loss_cls: 2.9840, loss: 2.9840, grad_norm: 2.0029 2021-07-08 04:40:08,846 - mmaction - INFO - Epoch [33][1800/1879] lr: 9.354e-02, eta: 4 days, 11:27:00, time: 0.882, data_time: 0.006, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5836, loss_cls: 3.0658, loss: 3.0658, grad_norm: 2.0352 2021-07-08 04:40:26,304 - mmaction - INFO - Epoch [33][1820/1879] lr: 9.357e-02, eta: 4 days, 11:26:35, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3504, top5_acc: 0.5898, loss_cls: 2.9687, loss: 2.9687, grad_norm: 2.0053 2021-07-08 04:40:43,835 - mmaction - INFO - Epoch [33][1840/1879] lr: 9.359e-02, eta: 4 days, 11:26:09, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5789, loss_cls: 3.0721, loss: 3.0721, grad_norm: 2.0136 2021-07-08 04:41:01,255 - mmaction - INFO - Epoch [33][1860/1879] lr: 9.362e-02, eta: 4 days, 11:25:44, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5957, loss_cls: 3.0109, loss: 3.0109, grad_norm: 2.0391 2021-07-08 04:43:52,747 - mmaction - INFO - Epoch [34][20/1879] lr: 9.344e-02, eta: 4 days, 11:37:29, time: 7.281, data_time: 6.286, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5824, loss_cls: 3.0569, loss: 3.0569, grad_norm: 2.0169 2021-07-08 04:44:09,949 - mmaction - INFO - Epoch [34][40/1879] lr: 9.347e-02, eta: 4 days, 11:37:02, time: 0.863, data_time: 0.010, memory: 6462, top1_acc: 0.3516, top5_acc: 0.5953, loss_cls: 2.9847, loss: 2.9847, grad_norm: 1.9905 2021-07-08 04:44:27,012 - mmaction - INFO - Epoch [34][60/1879] lr: 9.350e-02, eta: 4 days, 11:36:34, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.3520, top5_acc: 0.5957, loss_cls: 2.9603, loss: 2.9603, grad_norm: 2.0080 2021-07-08 04:44:44,279 - mmaction - INFO - Epoch [34][80/1879] lr: 9.352e-02, eta: 4 days, 11:36:07, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6109, loss_cls: 2.9156, loss: 2.9156, grad_norm: 2.0135 2021-07-08 04:45:01,688 - mmaction - INFO - Epoch [34][100/1879] lr: 9.355e-02, eta: 4 days, 11:35:41, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6062, loss_cls: 2.9374, loss: 2.9374, grad_norm: 2.0264 2021-07-08 04:45:19,278 - mmaction - INFO - Epoch [34][120/1879] lr: 9.358e-02, eta: 4 days, 11:35:17, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3465, top5_acc: 0.5977, loss_cls: 2.9662, loss: 2.9662, grad_norm: 2.0509 2021-07-08 04:45:36,848 - mmaction - INFO - Epoch [34][140/1879] lr: 9.360e-02, eta: 4 days, 11:34:52, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3441, top5_acc: 0.6039, loss_cls: 2.9789, loss: 2.9789, grad_norm: 2.0155 2021-07-08 04:45:54,303 - mmaction - INFO - Epoch [34][160/1879] lr: 9.363e-02, eta: 4 days, 11:34:26, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5875, loss_cls: 3.0179, loss: 3.0179, grad_norm: 2.0503 2021-07-08 04:46:11,752 - mmaction - INFO - Epoch [34][180/1879] lr: 9.366e-02, eta: 4 days, 11:34:01, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3363, top5_acc: 0.6004, loss_cls: 2.9758, loss: 2.9758, grad_norm: 2.0494 2021-07-08 04:46:29,249 - mmaction - INFO - Epoch [34][200/1879] lr: 9.368e-02, eta: 4 days, 11:33:36, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5820, loss_cls: 3.0499, loss: 3.0499, grad_norm: 2.1081 2021-07-08 04:46:46,656 - mmaction - INFO - Epoch [34][220/1879] lr: 9.371e-02, eta: 4 days, 11:33:10, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5977, loss_cls: 3.0118, loss: 3.0118, grad_norm: 1.9887 2021-07-08 04:47:04,069 - mmaction - INFO - Epoch [34][240/1879] lr: 9.374e-02, eta: 4 days, 11:32:44, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5996, loss_cls: 2.9643, loss: 2.9643, grad_norm: 2.0632 2021-07-08 04:47:21,588 - mmaction - INFO - Epoch [34][260/1879] lr: 9.377e-02, eta: 4 days, 11:32:19, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5918, loss_cls: 2.9823, loss: 2.9823, grad_norm: 2.0005 2021-07-08 04:47:39,035 - mmaction - INFO - Epoch [34][280/1879] lr: 9.379e-02, eta: 4 days, 11:31:54, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5891, loss_cls: 3.0293, loss: 3.0293, grad_norm: 2.0305 2021-07-08 04:47:56,574 - mmaction - INFO - Epoch [34][300/1879] lr: 9.382e-02, eta: 4 days, 11:31:28, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6043, loss_cls: 2.9312, loss: 2.9312, grad_norm: 2.0206 2021-07-08 04:48:14,033 - mmaction - INFO - Epoch [34][320/1879] lr: 9.385e-02, eta: 4 days, 11:31:03, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5906, loss_cls: 3.0134, loss: 3.0134, grad_norm: 2.0428 2021-07-08 04:48:31,492 - mmaction - INFO - Epoch [34][340/1879] lr: 9.387e-02, eta: 4 days, 11:30:38, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5926, loss_cls: 2.9785, loss: 2.9785, grad_norm: 2.0180 2021-07-08 04:48:48,886 - mmaction - INFO - Epoch [34][360/1879] lr: 9.390e-02, eta: 4 days, 11:30:12, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3391, top5_acc: 0.6039, loss_cls: 2.9540, loss: 2.9540, grad_norm: 2.0620 2021-07-08 04:49:06,437 - mmaction - INFO - Epoch [34][380/1879] lr: 9.393e-02, eta: 4 days, 11:29:47, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5891, loss_cls: 2.9932, loss: 2.9932, grad_norm: 2.0169 2021-07-08 04:49:23,977 - mmaction - INFO - Epoch [34][400/1879] lr: 9.396e-02, eta: 4 days, 11:29:23, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3555, top5_acc: 0.5922, loss_cls: 2.9672, loss: 2.9672, grad_norm: 2.0084 2021-07-08 04:49:41,476 - mmaction - INFO - Epoch [34][420/1879] lr: 9.398e-02, eta: 4 days, 11:28:57, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3379, top5_acc: 0.6023, loss_cls: 3.0011, loss: 3.0011, grad_norm: 2.0686 2021-07-08 04:49:58,867 - mmaction - INFO - Epoch [34][440/1879] lr: 9.401e-02, eta: 4 days, 11:28:31, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3445, top5_acc: 0.6035, loss_cls: 2.9467, loss: 2.9467, grad_norm: 2.0806 2021-07-08 04:50:16,399 - mmaction - INFO - Epoch [34][460/1879] lr: 9.404e-02, eta: 4 days, 11:28:07, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5902, loss_cls: 3.0273, loss: 3.0273, grad_norm: 2.0537 2021-07-08 04:50:33,912 - mmaction - INFO - Epoch [34][480/1879] lr: 9.406e-02, eta: 4 days, 11:27:42, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6098, loss_cls: 2.9266, loss: 2.9266, grad_norm: 2.0527 2021-07-08 04:50:51,478 - mmaction - INFO - Epoch [34][500/1879] lr: 9.409e-02, eta: 4 days, 11:27:17, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5984, loss_cls: 2.9817, loss: 2.9817, grad_norm: 2.0265 2021-07-08 04:51:08,905 - mmaction - INFO - Epoch [34][520/1879] lr: 9.412e-02, eta: 4 days, 11:26:51, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6059, loss_cls: 2.9379, loss: 2.9379, grad_norm: 2.0740 2021-07-08 04:51:26,533 - mmaction - INFO - Epoch [34][540/1879] lr: 9.414e-02, eta: 4 days, 11:26:27, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3219, top5_acc: 0.5859, loss_cls: 3.0423, loss: 3.0423, grad_norm: 2.0479 2021-07-08 04:51:44,010 - mmaction - INFO - Epoch [34][560/1879] lr: 9.417e-02, eta: 4 days, 11:26:02, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6023, loss_cls: 2.9861, loss: 2.9861, grad_norm: 2.0454 2021-07-08 04:52:01,541 - mmaction - INFO - Epoch [34][580/1879] lr: 9.420e-02, eta: 4 days, 11:25:37, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5883, loss_cls: 3.0401, loss: 3.0401, grad_norm: 2.0707 2021-07-08 04:52:19,020 - mmaction - INFO - Epoch [34][600/1879] lr: 9.423e-02, eta: 4 days, 11:25:12, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3484, top5_acc: 0.5926, loss_cls: 3.0059, loss: 3.0059, grad_norm: 2.0388 2021-07-08 04:52:36,523 - mmaction - INFO - Epoch [34][620/1879] lr: 9.425e-02, eta: 4 days, 11:24:47, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5879, loss_cls: 3.0270, loss: 3.0270, grad_norm: 2.0266 2021-07-08 04:52:53,996 - mmaction - INFO - Epoch [34][640/1879] lr: 9.428e-02, eta: 4 days, 11:24:22, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3484, top5_acc: 0.5965, loss_cls: 2.9901, loss: 2.9901, grad_norm: 1.9980 2021-07-08 04:53:11,494 - mmaction - INFO - Epoch [34][660/1879] lr: 9.431e-02, eta: 4 days, 11:23:56, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3352, top5_acc: 0.6000, loss_cls: 2.9787, loss: 2.9787, grad_norm: 2.0236 2021-07-08 04:53:28,965 - mmaction - INFO - Epoch [34][680/1879] lr: 9.433e-02, eta: 4 days, 11:23:31, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3355, top5_acc: 0.5867, loss_cls: 3.0306, loss: 3.0306, grad_norm: 2.0385 2021-07-08 04:53:46,518 - mmaction - INFO - Epoch [34][700/1879] lr: 9.436e-02, eta: 4 days, 11:23:06, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3434, top5_acc: 0.6000, loss_cls: 2.9808, loss: 2.9808, grad_norm: 2.0265 2021-07-08 04:54:03,981 - mmaction - INFO - Epoch [34][720/1879] lr: 9.439e-02, eta: 4 days, 11:22:41, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5840, loss_cls: 3.0386, loss: 3.0386, grad_norm: 2.0245 2021-07-08 04:54:21,441 - mmaction - INFO - Epoch [34][740/1879] lr: 9.441e-02, eta: 4 days, 11:22:16, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5902, loss_cls: 3.0090, loss: 3.0090, grad_norm: 2.0653 2021-07-08 04:54:38,875 - mmaction - INFO - Epoch [34][760/1879] lr: 9.444e-02, eta: 4 days, 11:21:51, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5922, loss_cls: 3.0162, loss: 3.0162, grad_norm: 2.0066 2021-07-08 04:54:56,239 - mmaction - INFO - Epoch [34][780/1879] lr: 9.447e-02, eta: 4 days, 11:21:24, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6188, loss_cls: 2.9146, loss: 2.9146, grad_norm: 1.9710 2021-07-08 04:55:13,906 - mmaction - INFO - Epoch [34][800/1879] lr: 9.450e-02, eta: 4 days, 11:21:00, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5887, loss_cls: 3.0022, loss: 3.0022, grad_norm: 2.0405 2021-07-08 04:55:31,373 - mmaction - INFO - Epoch [34][820/1879] lr: 9.452e-02, eta: 4 days, 11:20:35, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5828, loss_cls: 3.0567, loss: 3.0567, grad_norm: 2.0171 2021-07-08 04:55:48,890 - mmaction - INFO - Epoch [34][840/1879] lr: 9.455e-02, eta: 4 days, 11:20:11, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6012, loss_cls: 2.9990, loss: 2.9990, grad_norm: 2.0140 2021-07-08 04:56:06,447 - mmaction - INFO - Epoch [34][860/1879] lr: 9.458e-02, eta: 4 days, 11:19:46, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3398, top5_acc: 0.6051, loss_cls: 3.0033, loss: 3.0033, grad_norm: 2.0131 2021-07-08 04:56:23,955 - mmaction - INFO - Epoch [34][880/1879] lr: 9.460e-02, eta: 4 days, 11:19:21, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5957, loss_cls: 3.0381, loss: 3.0381, grad_norm: 2.0209 2021-07-08 04:56:41,504 - mmaction - INFO - Epoch [34][900/1879] lr: 9.463e-02, eta: 4 days, 11:18:56, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3445, top5_acc: 0.6078, loss_cls: 2.9579, loss: 2.9579, grad_norm: 1.9769 2021-07-08 04:56:58,942 - mmaction - INFO - Epoch [34][920/1879] lr: 9.466e-02, eta: 4 days, 11:18:31, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6000, loss_cls: 3.0114, loss: 3.0114, grad_norm: 2.0208 2021-07-08 04:57:16,516 - mmaction - INFO - Epoch [34][940/1879] lr: 9.469e-02, eta: 4 days, 11:18:06, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5859, loss_cls: 3.0424, loss: 3.0424, grad_norm: 2.0130 2021-07-08 04:57:34,060 - mmaction - INFO - Epoch [34][960/1879] lr: 9.471e-02, eta: 4 days, 11:17:42, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6070, loss_cls: 2.9449, loss: 2.9449, grad_norm: 2.0163 2021-07-08 04:57:51,558 - mmaction - INFO - Epoch [34][980/1879] lr: 9.474e-02, eta: 4 days, 11:17:17, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3160, top5_acc: 0.5883, loss_cls: 3.1086, loss: 3.1086, grad_norm: 2.0521 2021-07-08 04:58:09,079 - mmaction - INFO - Epoch [34][1000/1879] lr: 9.477e-02, eta: 4 days, 11:16:52, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5973, loss_cls: 3.0133, loss: 3.0133, grad_norm: 2.0235 2021-07-08 04:58:26,540 - mmaction - INFO - Epoch [34][1020/1879] lr: 9.479e-02, eta: 4 days, 11:16:27, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5801, loss_cls: 3.0459, loss: 3.0459, grad_norm: 2.0541 2021-07-08 04:58:44,001 - mmaction - INFO - Epoch [34][1040/1879] lr: 9.482e-02, eta: 4 days, 11:16:01, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5938, loss_cls: 2.9865, loss: 2.9865, grad_norm: 1.9962 2021-07-08 04:59:01,590 - mmaction - INFO - Epoch [34][1060/1879] lr: 9.485e-02, eta: 4 days, 11:15:37, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5891, loss_cls: 2.9971, loss: 2.9971, grad_norm: 1.9856 2021-07-08 04:59:19,101 - mmaction - INFO - Epoch [34][1080/1879] lr: 9.487e-02, eta: 4 days, 11:15:12, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3273, top5_acc: 0.5809, loss_cls: 3.0755, loss: 3.0755, grad_norm: 2.0200 2021-07-08 04:59:36,571 - mmaction - INFO - Epoch [34][1100/1879] lr: 9.490e-02, eta: 4 days, 11:14:47, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5961, loss_cls: 3.0082, loss: 3.0082, grad_norm: 2.0543 2021-07-08 04:59:54,094 - mmaction - INFO - Epoch [34][1120/1879] lr: 9.493e-02, eta: 4 days, 11:14:22, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3563, top5_acc: 0.5945, loss_cls: 2.9993, loss: 2.9993, grad_norm: 2.0255 2021-07-08 05:00:11,627 - mmaction - INFO - Epoch [34][1140/1879] lr: 9.496e-02, eta: 4 days, 11:13:57, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5840, loss_cls: 3.0411, loss: 3.0411, grad_norm: 1.9676 2021-07-08 05:00:29,072 - mmaction - INFO - Epoch [34][1160/1879] lr: 9.498e-02, eta: 4 days, 11:13:32, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3508, top5_acc: 0.5906, loss_cls: 3.0177, loss: 3.0177, grad_norm: 2.0471 2021-07-08 05:00:46,507 - mmaction - INFO - Epoch [34][1180/1879] lr: 9.501e-02, eta: 4 days, 11:13:07, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5918, loss_cls: 3.0214, loss: 3.0214, grad_norm: 2.0605 2021-07-08 05:01:04,045 - mmaction - INFO - Epoch [34][1200/1879] lr: 9.504e-02, eta: 4 days, 11:12:42, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5855, loss_cls: 3.0645, loss: 3.0645, grad_norm: 1.9829 2021-07-08 05:01:21,494 - mmaction - INFO - Epoch [34][1220/1879] lr: 9.506e-02, eta: 4 days, 11:12:17, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3535, top5_acc: 0.5934, loss_cls: 2.9583, loss: 2.9583, grad_norm: 1.9632 2021-07-08 05:01:38,887 - mmaction - INFO - Epoch [34][1240/1879] lr: 9.509e-02, eta: 4 days, 11:11:51, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3465, top5_acc: 0.5883, loss_cls: 2.9954, loss: 2.9954, grad_norm: 2.0236 2021-07-08 05:01:56,475 - mmaction - INFO - Epoch [34][1260/1879] lr: 9.512e-02, eta: 4 days, 11:11:27, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5992, loss_cls: 3.0146, loss: 3.0146, grad_norm: 1.9925 2021-07-08 05:02:13,995 - mmaction - INFO - Epoch [34][1280/1879] lr: 9.514e-02, eta: 4 days, 11:11:02, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5965, loss_cls: 2.9783, loss: 2.9783, grad_norm: 2.0181 2021-07-08 05:02:31,374 - mmaction - INFO - Epoch [34][1300/1879] lr: 9.517e-02, eta: 4 days, 11:10:36, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5809, loss_cls: 3.0499, loss: 3.0499, grad_norm: 2.0624 2021-07-08 05:02:48,840 - mmaction - INFO - Epoch [34][1320/1879] lr: 9.520e-02, eta: 4 days, 11:10:12, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5781, loss_cls: 3.0472, loss: 3.0472, grad_norm: 2.0324 2021-07-08 05:03:06,339 - mmaction - INFO - Epoch [34][1340/1879] lr: 9.523e-02, eta: 4 days, 11:09:46, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5863, loss_cls: 3.0458, loss: 3.0458, grad_norm: 2.0090 2021-07-08 05:03:23,777 - mmaction - INFO - Epoch [34][1360/1879] lr: 9.525e-02, eta: 4 days, 11:09:21, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5699, loss_cls: 3.0833, loss: 3.0833, grad_norm: 1.9683 2021-07-08 05:03:41,270 - mmaction - INFO - Epoch [34][1380/1879] lr: 9.528e-02, eta: 4 days, 11:08:56, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3469, top5_acc: 0.5980, loss_cls: 2.9788, loss: 2.9788, grad_norm: 2.0066 2021-07-08 05:03:58,764 - mmaction - INFO - Epoch [34][1400/1879] lr: 9.531e-02, eta: 4 days, 11:08:31, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5883, loss_cls: 3.0224, loss: 3.0224, grad_norm: 1.9731 2021-07-08 05:04:16,213 - mmaction - INFO - Epoch [34][1420/1879] lr: 9.533e-02, eta: 4 days, 11:08:06, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5895, loss_cls: 3.0165, loss: 3.0165, grad_norm: 2.0147 2021-07-08 05:04:33,721 - mmaction - INFO - Epoch [34][1440/1879] lr: 9.536e-02, eta: 4 days, 11:07:41, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5992, loss_cls: 2.9863, loss: 2.9863, grad_norm: 2.0756 2021-07-08 05:04:51,164 - mmaction - INFO - Epoch [34][1460/1879] lr: 9.539e-02, eta: 4 days, 11:07:16, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6051, loss_cls: 2.9977, loss: 2.9977, grad_norm: 2.0173 2021-07-08 05:05:08,541 - mmaction - INFO - Epoch [34][1480/1879] lr: 9.541e-02, eta: 4 days, 11:06:50, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5742, loss_cls: 3.0686, loss: 3.0686, grad_norm: 2.0185 2021-07-08 05:05:26,001 - mmaction - INFO - Epoch [34][1500/1879] lr: 9.544e-02, eta: 4 days, 11:06:25, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6156, loss_cls: 2.9039, loss: 2.9039, grad_norm: 2.0108 2021-07-08 05:05:43,408 - mmaction - INFO - Epoch [34][1520/1879] lr: 9.547e-02, eta: 4 days, 11:06:00, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3488, top5_acc: 0.5980, loss_cls: 3.0195, loss: 3.0195, grad_norm: 2.0302 2021-07-08 05:06:00,787 - mmaction - INFO - Epoch [34][1540/1879] lr: 9.550e-02, eta: 4 days, 11:05:34, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5875, loss_cls: 3.0520, loss: 3.0520, grad_norm: 1.9577 2021-07-08 05:06:18,204 - mmaction - INFO - Epoch [34][1560/1879] lr: 9.552e-02, eta: 4 days, 11:05:09, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5863, loss_cls: 3.0696, loss: 3.0696, grad_norm: 2.0605 2021-07-08 05:06:35,666 - mmaction - INFO - Epoch [34][1580/1879] lr: 9.555e-02, eta: 4 days, 11:04:44, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5922, loss_cls: 3.0346, loss: 3.0346, grad_norm: 2.0223 2021-07-08 05:06:53,060 - mmaction - INFO - Epoch [34][1600/1879] lr: 9.558e-02, eta: 4 days, 11:04:18, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5871, loss_cls: 3.0251, loss: 3.0251, grad_norm: 1.9832 2021-07-08 05:07:10,521 - mmaction - INFO - Epoch [34][1620/1879] lr: 9.560e-02, eta: 4 days, 11:03:53, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5945, loss_cls: 3.0305, loss: 3.0305, grad_norm: 2.0169 2021-07-08 05:07:27,988 - mmaction - INFO - Epoch [34][1640/1879] lr: 9.563e-02, eta: 4 days, 11:03:28, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6004, loss_cls: 3.0239, loss: 3.0239, grad_norm: 2.0422 2021-07-08 05:07:45,489 - mmaction - INFO - Epoch [34][1660/1879] lr: 9.566e-02, eta: 4 days, 11:03:03, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5871, loss_cls: 3.0147, loss: 3.0147, grad_norm: 2.0691 2021-07-08 05:08:03,081 - mmaction - INFO - Epoch [34][1680/1879] lr: 9.569e-02, eta: 4 days, 11:02:39, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5914, loss_cls: 3.0353, loss: 3.0353, grad_norm: 2.0281 2021-07-08 05:08:20,403 - mmaction - INFO - Epoch [34][1700/1879] lr: 9.571e-02, eta: 4 days, 11:02:13, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5777, loss_cls: 3.0705, loss: 3.0705, grad_norm: 2.0325 2021-07-08 05:08:37,840 - mmaction - INFO - Epoch [34][1720/1879] lr: 9.574e-02, eta: 4 days, 11:01:48, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.3504, top5_acc: 0.5895, loss_cls: 3.0120, loss: 3.0120, grad_norm: 2.0054 2021-07-08 05:08:55,240 - mmaction - INFO - Epoch [34][1740/1879] lr: 9.577e-02, eta: 4 days, 11:01:22, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3391, top5_acc: 0.6105, loss_cls: 2.9843, loss: 2.9843, grad_norm: 2.0324 2021-07-08 05:09:12,787 - mmaction - INFO - Epoch [34][1760/1879] lr: 9.579e-02, eta: 4 days, 11:00:58, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3324, top5_acc: 0.6031, loss_cls: 2.9907, loss: 2.9907, grad_norm: 1.9866 2021-07-08 05:09:30,248 - mmaction - INFO - Epoch [34][1780/1879] lr: 9.582e-02, eta: 4 days, 11:00:33, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5949, loss_cls: 3.0330, loss: 3.0330, grad_norm: 2.0194 2021-07-08 05:09:47,632 - mmaction - INFO - Epoch [34][1800/1879] lr: 9.585e-02, eta: 4 days, 11:00:07, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5898, loss_cls: 3.0040, loss: 3.0040, grad_norm: 1.9767 2021-07-08 05:10:05,258 - mmaction - INFO - Epoch [34][1820/1879] lr: 9.587e-02, eta: 4 days, 10:59:44, time: 0.883, data_time: 0.002, memory: 6462, top1_acc: 0.3508, top5_acc: 0.6062, loss_cls: 2.9535, loss: 2.9535, grad_norm: 1.9698 2021-07-08 05:10:22,570 - mmaction - INFO - Epoch [34][1840/1879] lr: 9.590e-02, eta: 4 days, 10:59:17, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5945, loss_cls: 3.0117, loss: 3.0117, grad_norm: 1.9975 2021-07-08 05:10:40,060 - mmaction - INFO - Epoch [34][1860/1879] lr: 9.593e-02, eta: 4 days, 10:58:52, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6027, loss_cls: 2.9589, loss: 2.9589, grad_norm: 2.0005 2021-07-08 05:13:32,745 - mmaction - INFO - Epoch [35][20/1879] lr: 9.571e-02, eta: 4 days, 11:10:20, time: 7.347, data_time: 6.022, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6023, loss_cls: 2.9298, loss: 2.9298, grad_norm: 1.9889 2021-07-08 05:13:49,895 - mmaction - INFO - Epoch [35][40/1879] lr: 9.571e-02, eta: 4 days, 11:09:53, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6051, loss_cls: 2.9221, loss: 2.9221, grad_norm: 2.0069 2021-07-08 05:14:07,055 - mmaction - INFO - Epoch [35][60/1879] lr: 9.571e-02, eta: 4 days, 11:09:26, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3219, top5_acc: 0.5867, loss_cls: 3.0356, loss: 3.0356, grad_norm: 2.0473 2021-07-08 05:14:24,359 - mmaction - INFO - Epoch [35][80/1879] lr: 9.571e-02, eta: 4 days, 11:08:59, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3309, top5_acc: 0.5723, loss_cls: 3.0561, loss: 3.0561, grad_norm: 2.0134 2021-07-08 05:14:41,660 - mmaction - INFO - Epoch [35][100/1879] lr: 9.571e-02, eta: 4 days, 11:08:33, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3359, top5_acc: 0.6059, loss_cls: 2.9747, loss: 2.9747, grad_norm: 2.0098 2021-07-08 05:14:59,176 - mmaction - INFO - Epoch [35][120/1879] lr: 9.571e-02, eta: 4 days, 11:08:08, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6004, loss_cls: 2.9603, loss: 2.9603, grad_norm: 2.0048 2021-07-08 05:15:16,645 - mmaction - INFO - Epoch [35][140/1879] lr: 9.571e-02, eta: 4 days, 11:07:43, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3609, top5_acc: 0.5941, loss_cls: 2.9673, loss: 2.9673, grad_norm: 1.9832 2021-07-08 05:15:34,162 - mmaction - INFO - Epoch [35][160/1879] lr: 9.571e-02, eta: 4 days, 11:07:18, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3457, top5_acc: 0.6066, loss_cls: 2.9737, loss: 2.9737, grad_norm: 2.0395 2021-07-08 05:15:51,598 - mmaction - INFO - Epoch [35][180/1879] lr: 9.571e-02, eta: 4 days, 11:06:52, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6207, loss_cls: 2.8786, loss: 2.8786, grad_norm: 2.0247 2021-07-08 05:16:09,008 - mmaction - INFO - Epoch [35][200/1879] lr: 9.571e-02, eta: 4 days, 11:06:27, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3469, top5_acc: 0.5984, loss_cls: 2.9963, loss: 2.9963, grad_norm: 2.0038 2021-07-08 05:16:26,409 - mmaction - INFO - Epoch [35][220/1879] lr: 9.571e-02, eta: 4 days, 11:06:01, time: 0.870, data_time: 0.007, memory: 6462, top1_acc: 0.3434, top5_acc: 0.6020, loss_cls: 2.9806, loss: 2.9806, grad_norm: 1.9792 2021-07-08 05:16:43,915 - mmaction - INFO - Epoch [35][240/1879] lr: 9.571e-02, eta: 4 days, 11:05:36, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5887, loss_cls: 3.0656, loss: 3.0656, grad_norm: 1.9852 2021-07-08 05:17:01,326 - mmaction - INFO - Epoch [35][260/1879] lr: 9.571e-02, eta: 4 days, 11:05:11, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5977, loss_cls: 2.9772, loss: 2.9772, grad_norm: 2.0092 2021-07-08 05:17:18,649 - mmaction - INFO - Epoch [35][280/1879] lr: 9.571e-02, eta: 4 days, 11:04:45, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5922, loss_cls: 3.0150, loss: 3.0150, grad_norm: 2.0450 2021-07-08 05:17:36,118 - mmaction - INFO - Epoch [35][300/1879] lr: 9.571e-02, eta: 4 days, 11:04:20, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5938, loss_cls: 2.9649, loss: 2.9649, grad_norm: 1.9983 2021-07-08 05:17:53,558 - mmaction - INFO - Epoch [35][320/1879] lr: 9.571e-02, eta: 4 days, 11:03:54, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5980, loss_cls: 2.9713, loss: 2.9713, grad_norm: 2.0419 2021-07-08 05:18:11,107 - mmaction - INFO - Epoch [35][340/1879] lr: 9.571e-02, eta: 4 days, 11:03:30, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3352, top5_acc: 0.6023, loss_cls: 3.0029, loss: 3.0029, grad_norm: 2.0552 2021-07-08 05:18:28,454 - mmaction - INFO - Epoch [35][360/1879] lr: 9.571e-02, eta: 4 days, 11:03:04, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3453, top5_acc: 0.6000, loss_cls: 3.0168, loss: 3.0168, grad_norm: 1.9935 2021-07-08 05:18:45,836 - mmaction - INFO - Epoch [35][380/1879] lr: 9.571e-02, eta: 4 days, 11:02:38, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5910, loss_cls: 3.0127, loss: 3.0127, grad_norm: 2.0347 2021-07-08 05:19:03,396 - mmaction - INFO - Epoch [35][400/1879] lr: 9.571e-02, eta: 4 days, 11:02:13, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3352, top5_acc: 0.6023, loss_cls: 2.9746, loss: 2.9746, grad_norm: 1.9892 2021-07-08 05:19:20,768 - mmaction - INFO - Epoch [35][420/1879] lr: 9.571e-02, eta: 4 days, 11:01:48, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3512, top5_acc: 0.5934, loss_cls: 2.9808, loss: 2.9808, grad_norm: 2.0219 2021-07-08 05:19:38,376 - mmaction - INFO - Epoch [35][440/1879] lr: 9.571e-02, eta: 4 days, 11:01:23, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6129, loss_cls: 2.9256, loss: 2.9256, grad_norm: 2.0167 2021-07-08 05:19:55,799 - mmaction - INFO - Epoch [35][460/1879] lr: 9.571e-02, eta: 4 days, 11:00:58, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6051, loss_cls: 2.9769, loss: 2.9769, grad_norm: 2.0637 2021-07-08 05:20:13,410 - mmaction - INFO - Epoch [35][480/1879] lr: 9.571e-02, eta: 4 days, 11:00:34, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5898, loss_cls: 2.9950, loss: 2.9950, grad_norm: 1.9742 2021-07-08 05:20:30,789 - mmaction - INFO - Epoch [35][500/1879] lr: 9.571e-02, eta: 4 days, 11:00:08, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5816, loss_cls: 3.0817, loss: 3.0817, grad_norm: 2.0121 2021-07-08 05:20:48,253 - mmaction - INFO - Epoch [35][520/1879] lr: 9.571e-02, eta: 4 days, 10:59:43, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3512, top5_acc: 0.5883, loss_cls: 3.0103, loss: 3.0103, grad_norm: 1.9874 2021-07-08 05:21:05,655 - mmaction - INFO - Epoch [35][540/1879] lr: 9.571e-02, eta: 4 days, 10:59:18, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5926, loss_cls: 3.0375, loss: 3.0375, grad_norm: 1.9630 2021-07-08 05:21:23,140 - mmaction - INFO - Epoch [35][560/1879] lr: 9.571e-02, eta: 4 days, 10:58:52, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6031, loss_cls: 2.9676, loss: 2.9676, grad_norm: 2.0015 2021-07-08 05:21:40,596 - mmaction - INFO - Epoch [35][580/1879] lr: 9.571e-02, eta: 4 days, 10:58:28, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3434, top5_acc: 0.6035, loss_cls: 2.9425, loss: 2.9425, grad_norm: 2.0197 2021-07-08 05:21:57,976 - mmaction - INFO - Epoch [35][600/1879] lr: 9.571e-02, eta: 4 days, 10:58:02, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3164, top5_acc: 0.5910, loss_cls: 3.0654, loss: 3.0654, grad_norm: 2.1148 2021-07-08 05:22:15,496 - mmaction - INFO - Epoch [35][620/1879] lr: 9.571e-02, eta: 4 days, 10:57:37, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5961, loss_cls: 2.9775, loss: 2.9775, grad_norm: 2.0307 2021-07-08 05:22:33,086 - mmaction - INFO - Epoch [35][640/1879] lr: 9.571e-02, eta: 4 days, 10:57:13, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6047, loss_cls: 2.9327, loss: 2.9327, grad_norm: 1.9734 2021-07-08 05:22:50,566 - mmaction - INFO - Epoch [35][660/1879] lr: 9.571e-02, eta: 4 days, 10:56:48, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6039, loss_cls: 2.9897, loss: 2.9897, grad_norm: 2.0173 2021-07-08 05:23:08,024 - mmaction - INFO - Epoch [35][680/1879] lr: 9.571e-02, eta: 4 days, 10:56:23, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6055, loss_cls: 2.9716, loss: 2.9716, grad_norm: 2.0081 2021-07-08 05:23:25,485 - mmaction - INFO - Epoch [35][700/1879] lr: 9.571e-02, eta: 4 days, 10:55:57, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6023, loss_cls: 2.9391, loss: 2.9391, grad_norm: 2.0322 2021-07-08 05:23:42,937 - mmaction - INFO - Epoch [35][720/1879] lr: 9.571e-02, eta: 4 days, 10:55:32, time: 0.875, data_time: 0.008, memory: 6462, top1_acc: 0.3449, top5_acc: 0.6094, loss_cls: 2.9636, loss: 2.9636, grad_norm: 2.0175 2021-07-08 05:24:00,288 - mmaction - INFO - Epoch [35][740/1879] lr: 9.571e-02, eta: 4 days, 10:55:07, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5922, loss_cls: 3.0238, loss: 3.0238, grad_norm: 2.0110 2021-07-08 05:24:17,930 - mmaction - INFO - Epoch [35][760/1879] lr: 9.571e-02, eta: 4 days, 10:54:42, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3398, top5_acc: 0.6023, loss_cls: 2.9885, loss: 2.9885, grad_norm: 2.0350 2021-07-08 05:24:35,385 - mmaction - INFO - Epoch [35][780/1879] lr: 9.571e-02, eta: 4 days, 10:54:18, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3453, top5_acc: 0.6102, loss_cls: 2.9767, loss: 2.9767, grad_norm: 2.0070 2021-07-08 05:24:52,824 - mmaction - INFO - Epoch [35][800/1879] lr: 9.571e-02, eta: 4 days, 10:53:52, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5984, loss_cls: 3.0399, loss: 3.0399, grad_norm: 2.0386 2021-07-08 05:25:10,357 - mmaction - INFO - Epoch [35][820/1879] lr: 9.571e-02, eta: 4 days, 10:53:27, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5879, loss_cls: 3.0458, loss: 3.0458, grad_norm: 2.0387 2021-07-08 05:25:27,717 - mmaction - INFO - Epoch [35][840/1879] lr: 9.571e-02, eta: 4 days, 10:53:02, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6070, loss_cls: 2.9255, loss: 2.9255, grad_norm: 1.9817 2021-07-08 05:25:45,309 - mmaction - INFO - Epoch [35][860/1879] lr: 9.571e-02, eta: 4 days, 10:52:38, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5914, loss_cls: 2.9969, loss: 2.9969, grad_norm: 2.0033 2021-07-08 05:26:02,741 - mmaction - INFO - Epoch [35][880/1879] lr: 9.571e-02, eta: 4 days, 10:52:12, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3516, top5_acc: 0.5992, loss_cls: 2.9865, loss: 2.9865, grad_norm: 2.0015 2021-07-08 05:26:20,229 - mmaction - INFO - Epoch [35][900/1879] lr: 9.571e-02, eta: 4 days, 10:51:47, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5875, loss_cls: 3.0409, loss: 3.0409, grad_norm: 2.0494 2021-07-08 05:26:37,708 - mmaction - INFO - Epoch [35][920/1879] lr: 9.571e-02, eta: 4 days, 10:51:22, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5984, loss_cls: 2.9998, loss: 2.9998, grad_norm: 1.9572 2021-07-08 05:26:55,153 - mmaction - INFO - Epoch [35][940/1879] lr: 9.571e-02, eta: 4 days, 10:50:57, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3520, top5_acc: 0.5855, loss_cls: 2.9977, loss: 2.9977, grad_norm: 2.0078 2021-07-08 05:27:12,563 - mmaction - INFO - Epoch [35][960/1879] lr: 9.571e-02, eta: 4 days, 10:50:32, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5965, loss_cls: 3.0026, loss: 3.0026, grad_norm: 2.0534 2021-07-08 05:27:30,154 - mmaction - INFO - Epoch [35][980/1879] lr: 9.571e-02, eta: 4 days, 10:50:08, time: 0.879, data_time: 0.007, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6059, loss_cls: 2.9459, loss: 2.9459, grad_norm: 1.9756 2021-07-08 05:27:47,587 - mmaction - INFO - Epoch [35][1000/1879] lr: 9.571e-02, eta: 4 days, 10:49:43, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5816, loss_cls: 3.0256, loss: 3.0256, grad_norm: 2.0623 2021-07-08 05:28:05,108 - mmaction - INFO - Epoch [35][1020/1879] lr: 9.571e-02, eta: 4 days, 10:49:18, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5949, loss_cls: 3.0145, loss: 3.0145, grad_norm: 2.0597 2021-07-08 05:28:22,506 - mmaction - INFO - Epoch [35][1040/1879] lr: 9.571e-02, eta: 4 days, 10:48:53, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6027, loss_cls: 2.9519, loss: 2.9519, grad_norm: 1.9922 2021-07-08 05:28:40,054 - mmaction - INFO - Epoch [35][1060/1879] lr: 9.571e-02, eta: 4 days, 10:48:28, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3406, top5_acc: 0.6070, loss_cls: 2.9706, loss: 2.9706, grad_norm: 1.9845 2021-07-08 05:28:57,422 - mmaction - INFO - Epoch [35][1080/1879] lr: 9.571e-02, eta: 4 days, 10:48:03, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5965, loss_cls: 3.0043, loss: 3.0043, grad_norm: 2.0334 2021-07-08 05:29:14,922 - mmaction - INFO - Epoch [35][1100/1879] lr: 9.571e-02, eta: 4 days, 10:47:37, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3324, top5_acc: 0.5949, loss_cls: 3.0215, loss: 3.0215, grad_norm: 2.0463 2021-07-08 05:29:32,250 - mmaction - INFO - Epoch [35][1120/1879] lr: 9.571e-02, eta: 4 days, 10:47:12, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3516, top5_acc: 0.5922, loss_cls: 3.0204, loss: 3.0204, grad_norm: 2.0222 2021-07-08 05:29:49,700 - mmaction - INFO - Epoch [35][1140/1879] lr: 9.571e-02, eta: 4 days, 10:46:47, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5824, loss_cls: 2.9977, loss: 2.9977, grad_norm: 2.0643 2021-07-08 05:30:07,259 - mmaction - INFO - Epoch [35][1160/1879] lr: 9.571e-02, eta: 4 days, 10:46:22, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5879, loss_cls: 3.0173, loss: 3.0173, grad_norm: 2.0302 2021-07-08 05:30:24,769 - mmaction - INFO - Epoch [35][1180/1879] lr: 9.571e-02, eta: 4 days, 10:45:58, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5895, loss_cls: 2.9920, loss: 2.9920, grad_norm: 2.0232 2021-07-08 05:30:42,262 - mmaction - INFO - Epoch [35][1200/1879] lr: 9.571e-02, eta: 4 days, 10:45:33, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3555, top5_acc: 0.5973, loss_cls: 2.9846, loss: 2.9846, grad_norm: 2.0563 2021-07-08 05:30:59,654 - mmaction - INFO - Epoch [35][1220/1879] lr: 9.571e-02, eta: 4 days, 10:45:07, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3402, top5_acc: 0.6031, loss_cls: 2.9779, loss: 2.9779, grad_norm: 2.0486 2021-07-08 05:31:16,969 - mmaction - INFO - Epoch [35][1240/1879] lr: 9.571e-02, eta: 4 days, 10:44:42, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6012, loss_cls: 2.9462, loss: 2.9462, grad_norm: 2.0356 2021-07-08 05:31:34,470 - mmaction - INFO - Epoch [35][1260/1879] lr: 9.571e-02, eta: 4 days, 10:44:17, time: 0.874, data_time: 0.000, memory: 6462, top1_acc: 0.3422, top5_acc: 0.6027, loss_cls: 3.0017, loss: 3.0017, grad_norm: 2.0404 2021-07-08 05:31:51,915 - mmaction - INFO - Epoch [35][1280/1879] lr: 9.571e-02, eta: 4 days, 10:43:52, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3527, top5_acc: 0.5918, loss_cls: 2.9894, loss: 2.9894, grad_norm: 2.0240 2021-07-08 05:32:09,355 - mmaction - INFO - Epoch [35][1300/1879] lr: 9.571e-02, eta: 4 days, 10:43:27, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5906, loss_cls: 3.0337, loss: 3.0337, grad_norm: 1.9857 2021-07-08 05:32:26,761 - mmaction - INFO - Epoch [35][1320/1879] lr: 9.571e-02, eta: 4 days, 10:43:01, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3488, top5_acc: 0.5996, loss_cls: 2.9634, loss: 2.9634, grad_norm: 2.0156 2021-07-08 05:32:44,143 - mmaction - INFO - Epoch [35][1340/1879] lr: 9.571e-02, eta: 4 days, 10:42:36, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3328, top5_acc: 0.5965, loss_cls: 3.0318, loss: 3.0318, grad_norm: 2.0302 2021-07-08 05:33:01,613 - mmaction - INFO - Epoch [35][1360/1879] lr: 9.571e-02, eta: 4 days, 10:42:11, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6102, loss_cls: 2.9258, loss: 2.9258, grad_norm: 1.9902 2021-07-08 05:33:19,014 - mmaction - INFO - Epoch [35][1380/1879] lr: 9.571e-02, eta: 4 days, 10:41:45, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5840, loss_cls: 3.0871, loss: 3.0871, grad_norm: 2.0663 2021-07-08 05:33:36,646 - mmaction - INFO - Epoch [35][1400/1879] lr: 9.571e-02, eta: 4 days, 10:41:22, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6023, loss_cls: 2.9588, loss: 2.9588, grad_norm: 2.0795 2021-07-08 05:33:54,123 - mmaction - INFO - Epoch [35][1420/1879] lr: 9.571e-02, eta: 4 days, 10:40:57, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6176, loss_cls: 2.9020, loss: 2.9020, grad_norm: 2.0022 2021-07-08 05:34:11,685 - mmaction - INFO - Epoch [35][1440/1879] lr: 9.571e-02, eta: 4 days, 10:40:32, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5934, loss_cls: 2.9778, loss: 2.9778, grad_norm: 2.0297 2021-07-08 05:34:29,189 - mmaction - INFO - Epoch [35][1460/1879] lr: 9.571e-02, eta: 4 days, 10:40:08, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5977, loss_cls: 2.9636, loss: 2.9636, grad_norm: 2.0182 2021-07-08 05:34:46,613 - mmaction - INFO - Epoch [35][1480/1879] lr: 9.571e-02, eta: 4 days, 10:39:43, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5988, loss_cls: 3.0297, loss: 3.0297, grad_norm: 2.0113 2021-07-08 05:35:04,273 - mmaction - INFO - Epoch [35][1500/1879] lr: 9.571e-02, eta: 4 days, 10:39:19, time: 0.883, data_time: 0.005, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6145, loss_cls: 2.9620, loss: 2.9620, grad_norm: 1.9715 2021-07-08 05:35:21,877 - mmaction - INFO - Epoch [35][1520/1879] lr: 9.571e-02, eta: 4 days, 10:38:55, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.3344, top5_acc: 0.5918, loss_cls: 3.0072, loss: 3.0072, grad_norm: 2.0006 2021-07-08 05:35:39,402 - mmaction - INFO - Epoch [35][1540/1879] lr: 9.571e-02, eta: 4 days, 10:38:30, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3508, top5_acc: 0.5883, loss_cls: 3.0169, loss: 3.0169, grad_norm: 2.0195 2021-07-08 05:35:56,883 - mmaction - INFO - Epoch [35][1560/1879] lr: 9.571e-02, eta: 4 days, 10:38:06, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3273, top5_acc: 0.6027, loss_cls: 3.0205, loss: 3.0205, grad_norm: 2.0572 2021-07-08 05:36:14,234 - mmaction - INFO - Epoch [35][1580/1879] lr: 9.571e-02, eta: 4 days, 10:37:40, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3363, top5_acc: 0.5973, loss_cls: 2.9889, loss: 2.9889, grad_norm: 1.9810 2021-07-08 05:36:31,781 - mmaction - INFO - Epoch [35][1600/1879] lr: 9.571e-02, eta: 4 days, 10:37:16, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6168, loss_cls: 2.9237, loss: 2.9237, grad_norm: 2.0614 2021-07-08 05:36:49,202 - mmaction - INFO - Epoch [35][1620/1879] lr: 9.571e-02, eta: 4 days, 10:36:51, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5953, loss_cls: 3.0005, loss: 3.0005, grad_norm: 2.0918 2021-07-08 05:37:06,764 - mmaction - INFO - Epoch [35][1640/1879] lr: 9.571e-02, eta: 4 days, 10:36:26, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3488, top5_acc: 0.5965, loss_cls: 3.0224, loss: 3.0224, grad_norm: 2.0217 2021-07-08 05:37:24,118 - mmaction - INFO - Epoch [35][1660/1879] lr: 9.571e-02, eta: 4 days, 10:36:01, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5992, loss_cls: 2.9888, loss: 2.9888, grad_norm: 1.9968 2021-07-08 05:37:41,571 - mmaction - INFO - Epoch [35][1680/1879] lr: 9.571e-02, eta: 4 days, 10:35:36, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5840, loss_cls: 2.9965, loss: 2.9965, grad_norm: 2.0158 2021-07-08 05:37:58,964 - mmaction - INFO - Epoch [35][1700/1879] lr: 9.571e-02, eta: 4 days, 10:35:11, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3520, top5_acc: 0.5969, loss_cls: 2.9739, loss: 2.9739, grad_norm: 1.9924 2021-07-08 05:38:16,511 - mmaction - INFO - Epoch [35][1720/1879] lr: 9.571e-02, eta: 4 days, 10:34:46, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5922, loss_cls: 3.0164, loss: 3.0164, grad_norm: 2.0620 2021-07-08 05:38:34,055 - mmaction - INFO - Epoch [35][1740/1879] lr: 9.571e-02, eta: 4 days, 10:34:22, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3465, top5_acc: 0.5949, loss_cls: 3.0068, loss: 3.0068, grad_norm: 2.0543 2021-07-08 05:38:51,545 - mmaction - INFO - Epoch [35][1760/1879] lr: 9.571e-02, eta: 4 days, 10:33:57, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5984, loss_cls: 2.9604, loss: 2.9604, grad_norm: 2.0065 2021-07-08 05:39:09,009 - mmaction - INFO - Epoch [35][1780/1879] lr: 9.571e-02, eta: 4 days, 10:33:32, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3367, top5_acc: 0.6027, loss_cls: 2.9746, loss: 2.9746, grad_norm: 2.0096 2021-07-08 05:39:26,422 - mmaction - INFO - Epoch [35][1800/1879] lr: 9.571e-02, eta: 4 days, 10:33:07, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6102, loss_cls: 2.9142, loss: 2.9142, grad_norm: 1.9752 2021-07-08 05:39:43,854 - mmaction - INFO - Epoch [35][1820/1879] lr: 9.571e-02, eta: 4 days, 10:32:42, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3570, top5_acc: 0.5973, loss_cls: 2.9562, loss: 2.9562, grad_norm: 1.9923 2021-07-08 05:40:01,234 - mmaction - INFO - Epoch [35][1840/1879] lr: 9.571e-02, eta: 4 days, 10:32:17, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3508, top5_acc: 0.6125, loss_cls: 2.9757, loss: 2.9757, grad_norm: 1.9806 2021-07-08 05:40:18,717 - mmaction - INFO - Epoch [35][1860/1879] lr: 9.571e-02, eta: 4 days, 10:31:52, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6066, loss_cls: 2.9732, loss: 2.9732, grad_norm: 2.0209 2021-07-08 05:44:44,618 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 05:44:45,409 - mmaction - INFO - top1_acc 0.4037 top5_acc 0.6757 2021-07-08 05:44:45,410 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 05:44:45,453 - mmaction - INFO - mean_acc 0.4035 2021-07-08 05:44:47,586 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_35.pth. 2021-07-08 05:44:47,587 - mmaction - INFO - Best top1_acc is 0.4037 at 35 epoch. 2021-07-08 05:44:47,599 - mmaction - INFO - Epoch(val) [35][155] top1_acc: 0.4037, top5_acc: 0.6757, mean_class_accuracy: 0.4035 2021-07-08 05:46:21,990 - mmaction - INFO - Epoch [36][20/1879] lr: 9.546e-02, eta: 4 days, 10:37:24, time: 4.718, data_time: 3.312, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6039, loss_cls: 2.9295, loss: 2.9295, grad_norm: 2.0417 2021-07-08 05:46:39,094 - mmaction - INFO - Epoch [36][40/1879] lr: 9.546e-02, eta: 4 days, 10:36:57, time: 0.856, data_time: 0.009, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6051, loss_cls: 2.9710, loss: 2.9710, grad_norm: 2.0250 2021-07-08 05:46:56,249 - mmaction - INFO - Epoch [36][60/1879] lr: 9.546e-02, eta: 4 days, 10:36:30, time: 0.857, data_time: 0.001, memory: 6462, top1_acc: 0.3457, top5_acc: 0.6027, loss_cls: 2.9527, loss: 2.9527, grad_norm: 1.9952 2021-07-08 05:47:13,571 - mmaction - INFO - Epoch [36][80/1879] lr: 9.546e-02, eta: 4 days, 10:36:04, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6207, loss_cls: 2.9095, loss: 2.9095, grad_norm: 2.0542 2021-07-08 05:47:31,162 - mmaction - INFO - Epoch [36][100/1879] lr: 9.546e-02, eta: 4 days, 10:35:40, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6004, loss_cls: 2.9557, loss: 2.9557, grad_norm: 2.0244 2021-07-08 05:47:48,594 - mmaction - INFO - Epoch [36][120/1879] lr: 9.546e-02, eta: 4 days, 10:35:15, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6234, loss_cls: 2.8883, loss: 2.8883, grad_norm: 1.9704 2021-07-08 05:48:05,949 - mmaction - INFO - Epoch [36][140/1879] lr: 9.546e-02, eta: 4 days, 10:34:49, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5859, loss_cls: 3.0444, loss: 3.0444, grad_norm: 2.0140 2021-07-08 05:48:23,451 - mmaction - INFO - Epoch [36][160/1879] lr: 9.546e-02, eta: 4 days, 10:34:24, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6266, loss_cls: 2.8357, loss: 2.8357, grad_norm: 2.0149 2021-07-08 05:48:41,007 - mmaction - INFO - Epoch [36][180/1879] lr: 9.546e-02, eta: 4 days, 10:34:00, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6008, loss_cls: 2.9161, loss: 2.9161, grad_norm: 2.0576 2021-07-08 05:48:58,431 - mmaction - INFO - Epoch [36][200/1879] lr: 9.546e-02, eta: 4 days, 10:33:35, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5898, loss_cls: 2.9896, loss: 2.9896, grad_norm: 2.0548 2021-07-08 05:49:15,877 - mmaction - INFO - Epoch [36][220/1879] lr: 9.546e-02, eta: 4 days, 10:33:10, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5871, loss_cls: 3.0040, loss: 3.0040, grad_norm: 2.0011 2021-07-08 05:49:33,261 - mmaction - INFO - Epoch [36][240/1879] lr: 9.546e-02, eta: 4 days, 10:32:45, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6102, loss_cls: 2.9189, loss: 2.9189, grad_norm: 2.0372 2021-07-08 05:49:50,712 - mmaction - INFO - Epoch [36][260/1879] lr: 9.546e-02, eta: 4 days, 10:32:20, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5992, loss_cls: 2.9612, loss: 2.9612, grad_norm: 2.0513 2021-07-08 05:50:08,284 - mmaction - INFO - Epoch [36][280/1879] lr: 9.546e-02, eta: 4 days, 10:31:55, time: 0.877, data_time: 0.007, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6016, loss_cls: 2.9532, loss: 2.9532, grad_norm: 2.0033 2021-07-08 05:50:25,772 - mmaction - INFO - Epoch [36][300/1879] lr: 9.546e-02, eta: 4 days, 10:31:31, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6117, loss_cls: 2.9003, loss: 2.9003, grad_norm: 2.0354 2021-07-08 05:50:43,254 - mmaction - INFO - Epoch [36][320/1879] lr: 9.546e-02, eta: 4 days, 10:31:06, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3512, top5_acc: 0.5953, loss_cls: 2.9842, loss: 2.9842, grad_norm: 2.0928 2021-07-08 05:51:00,710 - mmaction - INFO - Epoch [36][340/1879] lr: 9.546e-02, eta: 4 days, 10:30:41, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3426, top5_acc: 0.6023, loss_cls: 3.0010, loss: 3.0010, grad_norm: 2.0504 2021-07-08 05:51:18,206 - mmaction - INFO - Epoch [36][360/1879] lr: 9.546e-02, eta: 4 days, 10:30:16, time: 0.876, data_time: 0.008, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5906, loss_cls: 2.9974, loss: 2.9974, grad_norm: 1.9708 2021-07-08 05:51:35,627 - mmaction - INFO - Epoch [36][380/1879] lr: 9.546e-02, eta: 4 days, 10:29:51, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6043, loss_cls: 2.9481, loss: 2.9481, grad_norm: 1.9849 2021-07-08 05:51:53,161 - mmaction - INFO - Epoch [36][400/1879] lr: 9.546e-02, eta: 4 days, 10:29:27, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6039, loss_cls: 2.9330, loss: 2.9330, grad_norm: 2.0009 2021-07-08 05:52:10,540 - mmaction - INFO - Epoch [36][420/1879] lr: 9.546e-02, eta: 4 days, 10:29:01, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5992, loss_cls: 2.9831, loss: 2.9831, grad_norm: 2.0616 2021-07-08 05:52:28,075 - mmaction - INFO - Epoch [36][440/1879] lr: 9.546e-02, eta: 4 days, 10:28:37, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6094, loss_cls: 2.9596, loss: 2.9596, grad_norm: 2.0190 2021-07-08 05:52:45,616 - mmaction - INFO - Epoch [36][460/1879] lr: 9.546e-02, eta: 4 days, 10:28:12, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3445, top5_acc: 0.6066, loss_cls: 2.9298, loss: 2.9298, grad_norm: 2.0178 2021-07-08 05:53:03,125 - mmaction - INFO - Epoch [36][480/1879] lr: 9.546e-02, eta: 4 days, 10:27:48, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3297, top5_acc: 0.5910, loss_cls: 3.0225, loss: 3.0225, grad_norm: 2.0696 2021-07-08 05:53:20,469 - mmaction - INFO - Epoch [36][500/1879] lr: 9.546e-02, eta: 4 days, 10:27:22, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3410, top5_acc: 0.6008, loss_cls: 2.9697, loss: 2.9697, grad_norm: 2.0129 2021-07-08 05:53:38,056 - mmaction - INFO - Epoch [36][520/1879] lr: 9.546e-02, eta: 4 days, 10:26:58, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6020, loss_cls: 2.9881, loss: 2.9881, grad_norm: 1.9836 2021-07-08 05:53:55,625 - mmaction - INFO - Epoch [36][540/1879] lr: 9.546e-02, eta: 4 days, 10:26:34, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6137, loss_cls: 2.9272, loss: 2.9272, grad_norm: 1.9797 2021-07-08 05:54:13,184 - mmaction - INFO - Epoch [36][560/1879] lr: 9.546e-02, eta: 4 days, 10:26:10, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3563, top5_acc: 0.5980, loss_cls: 2.9573, loss: 2.9573, grad_norm: 2.0031 2021-07-08 05:54:30,601 - mmaction - INFO - Epoch [36][580/1879] lr: 9.546e-02, eta: 4 days, 10:25:45, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6031, loss_cls: 2.9628, loss: 2.9628, grad_norm: 2.0282 2021-07-08 05:54:48,045 - mmaction - INFO - Epoch [36][600/1879] lr: 9.546e-02, eta: 4 days, 10:25:20, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5859, loss_cls: 3.0509, loss: 3.0509, grad_norm: 1.9979 2021-07-08 05:55:05,526 - mmaction - INFO - Epoch [36][620/1879] lr: 9.546e-02, eta: 4 days, 10:24:55, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6043, loss_cls: 2.9516, loss: 2.9516, grad_norm: 2.0070 2021-07-08 05:55:22,979 - mmaction - INFO - Epoch [36][640/1879] lr: 9.546e-02, eta: 4 days, 10:24:30, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5871, loss_cls: 2.9834, loss: 2.9834, grad_norm: 2.0219 2021-07-08 05:55:40,451 - mmaction - INFO - Epoch [36][660/1879] lr: 9.546e-02, eta: 4 days, 10:24:05, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5988, loss_cls: 3.0019, loss: 3.0019, grad_norm: 2.0101 2021-07-08 05:55:58,031 - mmaction - INFO - Epoch [36][680/1879] lr: 9.546e-02, eta: 4 days, 10:23:41, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5918, loss_cls: 3.0096, loss: 3.0096, grad_norm: 2.0157 2021-07-08 05:56:15,636 - mmaction - INFO - Epoch [36][700/1879] lr: 9.546e-02, eta: 4 days, 10:23:17, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3457, top5_acc: 0.6035, loss_cls: 2.9606, loss: 2.9606, grad_norm: 2.0070 2021-07-08 05:56:33,099 - mmaction - INFO - Epoch [36][720/1879] lr: 9.546e-02, eta: 4 days, 10:22:52, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3410, top5_acc: 0.6031, loss_cls: 3.0371, loss: 3.0371, grad_norm: 2.0177 2021-07-08 05:56:50,616 - mmaction - INFO - Epoch [36][740/1879] lr: 9.546e-02, eta: 4 days, 10:22:28, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3508, top5_acc: 0.5891, loss_cls: 3.0124, loss: 3.0124, grad_norm: 2.0357 2021-07-08 05:57:07,998 - mmaction - INFO - Epoch [36][760/1879] lr: 9.546e-02, eta: 4 days, 10:22:03, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5957, loss_cls: 3.0342, loss: 3.0342, grad_norm: 1.9888 2021-07-08 05:57:25,453 - mmaction - INFO - Epoch [36][780/1879] lr: 9.546e-02, eta: 4 days, 10:21:38, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3512, top5_acc: 0.5949, loss_cls: 2.9998, loss: 2.9998, grad_norm: 2.0023 2021-07-08 05:57:43,021 - mmaction - INFO - Epoch [36][800/1879] lr: 9.546e-02, eta: 4 days, 10:21:14, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6066, loss_cls: 2.9680, loss: 2.9680, grad_norm: 2.0254 2021-07-08 05:58:00,491 - mmaction - INFO - Epoch [36][820/1879] lr: 9.546e-02, eta: 4 days, 10:20:49, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5930, loss_cls: 3.0296, loss: 3.0296, grad_norm: 2.0102 2021-07-08 05:58:17,900 - mmaction - INFO - Epoch [36][840/1879] lr: 9.546e-02, eta: 4 days, 10:20:24, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6152, loss_cls: 2.8793, loss: 2.8793, grad_norm: 1.9812 2021-07-08 05:58:35,384 - mmaction - INFO - Epoch [36][860/1879] lr: 9.546e-02, eta: 4 days, 10:19:59, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6125, loss_cls: 2.8840, loss: 2.8840, grad_norm: 2.0198 2021-07-08 05:58:52,873 - mmaction - INFO - Epoch [36][880/1879] lr: 9.546e-02, eta: 4 days, 10:19:35, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6152, loss_cls: 2.9217, loss: 2.9217, grad_norm: 1.9898 2021-07-08 05:59:10,375 - mmaction - INFO - Epoch [36][900/1879] lr: 9.546e-02, eta: 4 days, 10:19:10, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3570, top5_acc: 0.5965, loss_cls: 2.9757, loss: 2.9757, grad_norm: 2.0438 2021-07-08 05:59:27,871 - mmaction - INFO - Epoch [36][920/1879] lr: 9.546e-02, eta: 4 days, 10:18:46, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6160, loss_cls: 2.9091, loss: 2.9091, grad_norm: 2.0663 2021-07-08 05:59:45,375 - mmaction - INFO - Epoch [36][940/1879] lr: 9.546e-02, eta: 4 days, 10:18:21, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3285, top5_acc: 0.5836, loss_cls: 3.0379, loss: 3.0379, grad_norm: 2.0350 2021-07-08 06:00:05,131 - mmaction - INFO - Epoch [36][960/1879] lr: 9.546e-02, eta: 4 days, 10:18:07, time: 0.961, data_time: 0.002, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6090, loss_cls: 2.9525, loss: 2.9525, grad_norm: 2.0463 2021-07-08 06:00:33,934 - mmaction - INFO - Epoch [36][980/1879] lr: 9.546e-02, eta: 4 days, 10:18:56, time: 1.466, data_time: 0.034, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6055, loss_cls: 2.9674, loss: 2.9674, grad_norm: 2.0363 2021-07-08 06:00:51,492 - mmaction - INFO - Epoch [36][1000/1879] lr: 9.546e-02, eta: 4 days, 10:18:32, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6156, loss_cls: 2.8937, loss: 2.8937, grad_norm: 2.0182 2021-07-08 06:01:08,883 - mmaction - INFO - Epoch [36][1020/1879] lr: 9.546e-02, eta: 4 days, 10:18:07, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5930, loss_cls: 3.0047, loss: 3.0047, grad_norm: 2.0753 2021-07-08 06:01:26,378 - mmaction - INFO - Epoch [36][1040/1879] lr: 9.546e-02, eta: 4 days, 10:17:42, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5965, loss_cls: 2.9518, loss: 2.9518, grad_norm: 1.9830 2021-07-08 06:01:43,833 - mmaction - INFO - Epoch [36][1060/1879] lr: 9.546e-02, eta: 4 days, 10:17:18, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3438, top5_acc: 0.6062, loss_cls: 2.9530, loss: 2.9530, grad_norm: 2.0085 2021-07-08 06:02:01,415 - mmaction - INFO - Epoch [36][1080/1879] lr: 9.546e-02, eta: 4 days, 10:16:53, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5918, loss_cls: 3.0075, loss: 3.0075, grad_norm: 2.0020 2021-07-08 06:02:18,815 - mmaction - INFO - Epoch [36][1100/1879] lr: 9.546e-02, eta: 4 days, 10:16:29, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6031, loss_cls: 2.9637, loss: 2.9637, grad_norm: 1.9864 2021-07-08 06:02:36,456 - mmaction - INFO - Epoch [36][1120/1879] lr: 9.546e-02, eta: 4 days, 10:16:05, time: 0.880, data_time: 0.001, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5988, loss_cls: 2.9630, loss: 2.9630, grad_norm: 1.9594 2021-07-08 06:02:53,969 - mmaction - INFO - Epoch [36][1140/1879] lr: 9.546e-02, eta: 4 days, 10:15:40, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6051, loss_cls: 2.9766, loss: 2.9766, grad_norm: 2.0006 2021-07-08 06:03:11,525 - mmaction - INFO - Epoch [36][1160/1879] lr: 9.546e-02, eta: 4 days, 10:15:16, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6102, loss_cls: 2.9377, loss: 2.9377, grad_norm: 2.0152 2021-07-08 06:03:28,977 - mmaction - INFO - Epoch [36][1180/1879] lr: 9.546e-02, eta: 4 days, 10:14:51, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5918, loss_cls: 3.0080, loss: 3.0080, grad_norm: 1.9981 2021-07-08 06:03:46,585 - mmaction - INFO - Epoch [36][1200/1879] lr: 9.546e-02, eta: 4 days, 10:14:28, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3230, top5_acc: 0.5895, loss_cls: 3.0570, loss: 3.0570, grad_norm: 2.0734 2021-07-08 06:04:04,157 - mmaction - INFO - Epoch [36][1220/1879] lr: 9.546e-02, eta: 4 days, 10:14:03, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3469, top5_acc: 0.5969, loss_cls: 2.9970, loss: 2.9970, grad_norm: 2.0464 2021-07-08 06:04:21,534 - mmaction - INFO - Epoch [36][1240/1879] lr: 9.546e-02, eta: 4 days, 10:13:38, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3305, top5_acc: 0.5941, loss_cls: 3.0234, loss: 3.0234, grad_norm: 1.9531 2021-07-08 06:04:39,145 - mmaction - INFO - Epoch [36][1260/1879] lr: 9.546e-02, eta: 4 days, 10:13:14, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5961, loss_cls: 3.0074, loss: 3.0074, grad_norm: 1.9965 2021-07-08 06:04:56,596 - mmaction - INFO - Epoch [36][1280/1879] lr: 9.546e-02, eta: 4 days, 10:12:50, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6000, loss_cls: 2.9722, loss: 2.9722, grad_norm: 2.0496 2021-07-08 06:05:14,138 - mmaction - INFO - Epoch [36][1300/1879] lr: 9.546e-02, eta: 4 days, 10:12:25, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3426, top5_acc: 0.6047, loss_cls: 2.9632, loss: 2.9632, grad_norm: 2.0149 2021-07-08 06:05:31,646 - mmaction - INFO - Epoch [36][1320/1879] lr: 9.546e-02, eta: 4 days, 10:12:01, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5914, loss_cls: 3.0133, loss: 3.0133, grad_norm: 2.0678 2021-07-08 06:05:49,088 - mmaction - INFO - Epoch [36][1340/1879] lr: 9.546e-02, eta: 4 days, 10:11:36, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3449, top5_acc: 0.6031, loss_cls: 2.9685, loss: 2.9685, grad_norm: 1.9355 2021-07-08 06:06:06,577 - mmaction - INFO - Epoch [36][1360/1879] lr: 9.546e-02, eta: 4 days, 10:11:11, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5863, loss_cls: 3.0707, loss: 3.0707, grad_norm: 2.0060 2021-07-08 06:06:24,173 - mmaction - INFO - Epoch [36][1380/1879] lr: 9.546e-02, eta: 4 days, 10:10:47, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3336, top5_acc: 0.5926, loss_cls: 3.0014, loss: 3.0014, grad_norm: 2.0548 2021-07-08 06:06:41,645 - mmaction - INFO - Epoch [36][1400/1879] lr: 9.546e-02, eta: 4 days, 10:10:23, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5977, loss_cls: 2.9900, loss: 2.9900, grad_norm: 1.9886 2021-07-08 06:06:59,076 - mmaction - INFO - Epoch [36][1420/1879] lr: 9.546e-02, eta: 4 days, 10:09:58, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5898, loss_cls: 2.9715, loss: 2.9715, grad_norm: 2.0119 2021-07-08 06:07:16,600 - mmaction - INFO - Epoch [36][1440/1879] lr: 9.546e-02, eta: 4 days, 10:09:34, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3488, top5_acc: 0.5934, loss_cls: 2.9695, loss: 2.9695, grad_norm: 1.9913 2021-07-08 06:07:34,003 - mmaction - INFO - Epoch [36][1460/1879] lr: 9.546e-02, eta: 4 days, 10:09:09, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3508, top5_acc: 0.5977, loss_cls: 2.9598, loss: 2.9598, grad_norm: 1.9924 2021-07-08 06:07:51,430 - mmaction - INFO - Epoch [36][1480/1879] lr: 9.546e-02, eta: 4 days, 10:08:44, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6047, loss_cls: 2.9538, loss: 2.9538, grad_norm: 2.0195 2021-07-08 06:08:08,942 - mmaction - INFO - Epoch [36][1500/1879] lr: 9.546e-02, eta: 4 days, 10:08:19, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6164, loss_cls: 2.9366, loss: 2.9366, grad_norm: 2.0778 2021-07-08 06:08:26,456 - mmaction - INFO - Epoch [36][1520/1879] lr: 9.546e-02, eta: 4 days, 10:07:55, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5770, loss_cls: 3.0625, loss: 3.0625, grad_norm: 2.0545 2021-07-08 06:08:44,073 - mmaction - INFO - Epoch [36][1540/1879] lr: 9.546e-02, eta: 4 days, 10:07:32, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5871, loss_cls: 3.0308, loss: 3.0308, grad_norm: 2.0240 2021-07-08 06:09:01,618 - mmaction - INFO - Epoch [36][1560/1879] lr: 9.546e-02, eta: 4 days, 10:07:07, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3488, top5_acc: 0.5992, loss_cls: 2.9793, loss: 2.9793, grad_norm: 1.9957 2021-07-08 06:09:19,029 - mmaction - INFO - Epoch [36][1580/1879] lr: 9.546e-02, eta: 4 days, 10:06:42, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5941, loss_cls: 2.9946, loss: 2.9946, grad_norm: 2.0101 2021-07-08 06:09:36,481 - mmaction - INFO - Epoch [36][1600/1879] lr: 9.546e-02, eta: 4 days, 10:06:18, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5824, loss_cls: 3.0207, loss: 3.0207, grad_norm: 2.0215 2021-07-08 06:09:53,928 - mmaction - INFO - Epoch [36][1620/1879] lr: 9.546e-02, eta: 4 days, 10:05:53, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3484, top5_acc: 0.5953, loss_cls: 3.0249, loss: 3.0249, grad_norm: 2.0340 2021-07-08 06:10:11,484 - mmaction - INFO - Epoch [36][1640/1879] lr: 9.546e-02, eta: 4 days, 10:05:29, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3434, top5_acc: 0.6004, loss_cls: 2.9530, loss: 2.9530, grad_norm: 2.0154 2021-07-08 06:10:28,940 - mmaction - INFO - Epoch [36][1660/1879] lr: 9.546e-02, eta: 4 days, 10:05:04, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3441, top5_acc: 0.6117, loss_cls: 3.0059, loss: 3.0059, grad_norm: 2.0330 2021-07-08 06:10:46,448 - mmaction - INFO - Epoch [36][1680/1879] lr: 9.546e-02, eta: 4 days, 10:04:40, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6043, loss_cls: 3.0025, loss: 3.0025, grad_norm: 2.0107 2021-07-08 06:11:04,051 - mmaction - INFO - Epoch [36][1700/1879] lr: 9.546e-02, eta: 4 days, 10:04:16, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.3582, top5_acc: 0.5969, loss_cls: 2.9980, loss: 2.9980, grad_norm: 1.9561 2021-07-08 06:11:21,555 - mmaction - INFO - Epoch [36][1720/1879] lr: 9.546e-02, eta: 4 days, 10:03:52, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6184, loss_cls: 2.8973, loss: 2.8973, grad_norm: 1.9964 2021-07-08 06:11:39,057 - mmaction - INFO - Epoch [36][1740/1879] lr: 9.546e-02, eta: 4 days, 10:03:27, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3281, top5_acc: 0.5871, loss_cls: 3.0399, loss: 3.0399, grad_norm: 2.0153 2021-07-08 06:11:56,537 - mmaction - INFO - Epoch [36][1760/1879] lr: 9.546e-02, eta: 4 days, 10:03:03, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5930, loss_cls: 2.9983, loss: 2.9983, grad_norm: 1.9697 2021-07-08 06:12:13,949 - mmaction - INFO - Epoch [36][1780/1879] lr: 9.546e-02, eta: 4 days, 10:02:38, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3293, top5_acc: 0.5883, loss_cls: 3.0691, loss: 3.0691, grad_norm: 2.0176 2021-07-08 06:12:31,411 - mmaction - INFO - Epoch [36][1800/1879] lr: 9.546e-02, eta: 4 days, 10:02:13, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6000, loss_cls: 2.9577, loss: 2.9577, grad_norm: 1.9755 2021-07-08 06:12:48,826 - mmaction - INFO - Epoch [36][1820/1879] lr: 9.546e-02, eta: 4 days, 10:01:48, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3508, top5_acc: 0.6035, loss_cls: 2.9796, loss: 2.9796, grad_norm: 1.9910 2021-07-08 06:13:06,358 - mmaction - INFO - Epoch [36][1840/1879] lr: 9.546e-02, eta: 4 days, 10:01:24, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3512, top5_acc: 0.5918, loss_cls: 2.9705, loss: 2.9705, grad_norm: 2.0172 2021-07-08 06:13:23,968 - mmaction - INFO - Epoch [36][1860/1879] lr: 9.546e-02, eta: 4 days, 10:01:01, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.3484, top5_acc: 0.5973, loss_cls: 2.9807, loss: 2.9807, grad_norm: 2.0427 2021-07-08 06:13:56,105 - mmaction - INFO - Saving checkpoint at 36 epochs 2021-07-08 06:16:20,839 - mmaction - INFO - Epoch [37][20/1879] lr: 9.520e-02, eta: 4 days, 10:11:23, time: 7.191, data_time: 6.087, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5785, loss_cls: 3.0257, loss: 3.0257, grad_norm: 2.0203 2021-07-08 06:16:38,255 - mmaction - INFO - Epoch [37][40/1879] lr: 9.520e-02, eta: 4 days, 10:10:58, time: 0.870, data_time: 0.007, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6059, loss_cls: 2.9308, loss: 2.9308, grad_norm: 1.9898 2021-07-08 06:16:55,459 - mmaction - INFO - Epoch [37][60/1879] lr: 9.520e-02, eta: 4 days, 10:10:32, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6160, loss_cls: 2.8879, loss: 2.8879, grad_norm: 2.0078 2021-07-08 06:17:12,864 - mmaction - INFO - Epoch [37][80/1879] lr: 9.520e-02, eta: 4 days, 10:10:07, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3383, top5_acc: 0.6016, loss_cls: 2.9814, loss: 2.9814, grad_norm: 2.0668 2021-07-08 06:17:30,266 - mmaction - INFO - Epoch [37][100/1879] lr: 9.520e-02, eta: 4 days, 10:09:42, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.5879, loss_cls: 2.9737, loss: 2.9737, grad_norm: 2.0410 2021-07-08 06:17:47,587 - mmaction - INFO - Epoch [37][120/1879] lr: 9.520e-02, eta: 4 days, 10:09:16, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3402, top5_acc: 0.6012, loss_cls: 3.0034, loss: 3.0034, grad_norm: 2.0881 2021-07-08 06:18:04,980 - mmaction - INFO - Epoch [37][140/1879] lr: 9.520e-02, eta: 4 days, 10:08:50, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6027, loss_cls: 2.9476, loss: 2.9476, grad_norm: 1.9891 2021-07-08 06:18:22,461 - mmaction - INFO - Epoch [37][160/1879] lr: 9.520e-02, eta: 4 days, 10:08:26, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6047, loss_cls: 2.9735, loss: 2.9735, grad_norm: 2.0387 2021-07-08 06:18:39,841 - mmaction - INFO - Epoch [37][180/1879] lr: 9.520e-02, eta: 4 days, 10:08:01, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6117, loss_cls: 2.9733, loss: 2.9733, grad_norm: 2.0164 2021-07-08 06:18:57,191 - mmaction - INFO - Epoch [37][200/1879] lr: 9.520e-02, eta: 4 days, 10:07:35, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6090, loss_cls: 2.9345, loss: 2.9345, grad_norm: 2.0318 2021-07-08 06:19:14,604 - mmaction - INFO - Epoch [37][220/1879] lr: 9.520e-02, eta: 4 days, 10:07:10, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6074, loss_cls: 2.9182, loss: 2.9182, grad_norm: 2.0419 2021-07-08 06:19:32,060 - mmaction - INFO - Epoch [37][240/1879] lr: 9.520e-02, eta: 4 days, 10:06:45, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6168, loss_cls: 2.9374, loss: 2.9374, grad_norm: 2.0076 2021-07-08 06:19:49,525 - mmaction - INFO - Epoch [37][260/1879] lr: 9.520e-02, eta: 4 days, 10:06:21, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3469, top5_acc: 0.5859, loss_cls: 3.0483, loss: 3.0483, grad_norm: 2.0140 2021-07-08 06:20:07,015 - mmaction - INFO - Epoch [37][280/1879] lr: 9.520e-02, eta: 4 days, 10:05:56, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6074, loss_cls: 2.9390, loss: 2.9390, grad_norm: 2.0062 2021-07-08 06:20:24,486 - mmaction - INFO - Epoch [37][300/1879] lr: 9.520e-02, eta: 4 days, 10:05:31, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3457, top5_acc: 0.6059, loss_cls: 2.9291, loss: 2.9291, grad_norm: 2.0823 2021-07-08 06:20:42,001 - mmaction - INFO - Epoch [37][320/1879] lr: 9.520e-02, eta: 4 days, 10:05:07, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3645, top5_acc: 0.5980, loss_cls: 2.9677, loss: 2.9677, grad_norm: 2.0289 2021-07-08 06:20:59,515 - mmaction - INFO - Epoch [37][340/1879] lr: 9.520e-02, eta: 4 days, 10:04:43, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3184, top5_acc: 0.5949, loss_cls: 3.0061, loss: 3.0061, grad_norm: 2.0673 2021-07-08 06:21:17,002 - mmaction - INFO - Epoch [37][360/1879] lr: 9.520e-02, eta: 4 days, 10:04:18, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6031, loss_cls: 2.9761, loss: 2.9761, grad_norm: 2.0443 2021-07-08 06:21:34,433 - mmaction - INFO - Epoch [37][380/1879] lr: 9.520e-02, eta: 4 days, 10:03:53, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6039, loss_cls: 2.9357, loss: 2.9357, grad_norm: 1.9957 2021-07-08 06:21:51,976 - mmaction - INFO - Epoch [37][400/1879] lr: 9.520e-02, eta: 4 days, 10:03:29, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6027, loss_cls: 2.9860, loss: 2.9860, grad_norm: 2.0142 2021-07-08 06:22:09,475 - mmaction - INFO - Epoch [37][420/1879] lr: 9.520e-02, eta: 4 days, 10:03:04, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3434, top5_acc: 0.6035, loss_cls: 2.9947, loss: 2.9947, grad_norm: 2.0003 2021-07-08 06:22:26,966 - mmaction - INFO - Epoch [37][440/1879] lr: 9.520e-02, eta: 4 days, 10:02:39, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6148, loss_cls: 2.9438, loss: 2.9438, grad_norm: 2.0323 2021-07-08 06:22:44,544 - mmaction - INFO - Epoch [37][460/1879] lr: 9.520e-02, eta: 4 days, 10:02:16, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6117, loss_cls: 2.9404, loss: 2.9404, grad_norm: 2.0397 2021-07-08 06:23:02,043 - mmaction - INFO - Epoch [37][480/1879] lr: 9.520e-02, eta: 4 days, 10:01:51, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3484, top5_acc: 0.5988, loss_cls: 2.9502, loss: 2.9502, grad_norm: 2.0342 2021-07-08 06:23:19,579 - mmaction - INFO - Epoch [37][500/1879] lr: 9.520e-02, eta: 4 days, 10:01:27, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6094, loss_cls: 2.9314, loss: 2.9314, grad_norm: 2.0635 2021-07-08 06:23:37,005 - mmaction - INFO - Epoch [37][520/1879] lr: 9.520e-02, eta: 4 days, 10:01:02, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5984, loss_cls: 2.9831, loss: 2.9831, grad_norm: 2.0891 2021-07-08 06:23:54,534 - mmaction - INFO - Epoch [37][540/1879] lr: 9.520e-02, eta: 4 days, 10:00:37, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3504, top5_acc: 0.5953, loss_cls: 3.0090, loss: 3.0090, grad_norm: 1.9914 2021-07-08 06:24:11,950 - mmaction - INFO - Epoch [37][560/1879] lr: 9.520e-02, eta: 4 days, 10:00:12, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6176, loss_cls: 2.8630, loss: 2.8630, grad_norm: 2.0134 2021-07-08 06:24:29,299 - mmaction - INFO - Epoch [37][580/1879] lr: 9.520e-02, eta: 4 days, 9:59:47, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6059, loss_cls: 2.9479, loss: 2.9479, grad_norm: 2.0253 2021-07-08 06:24:46,670 - mmaction - INFO - Epoch [37][600/1879] lr: 9.520e-02, eta: 4 days, 9:59:22, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3539, top5_acc: 0.5992, loss_cls: 2.9706, loss: 2.9706, grad_norm: 2.0139 2021-07-08 06:25:04,003 - mmaction - INFO - Epoch [37][620/1879] lr: 9.520e-02, eta: 4 days, 9:58:57, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6137, loss_cls: 2.8900, loss: 2.8900, grad_norm: 1.9945 2021-07-08 06:25:21,528 - mmaction - INFO - Epoch [37][640/1879] lr: 9.520e-02, eta: 4 days, 9:58:32, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6188, loss_cls: 2.8981, loss: 2.8981, grad_norm: 2.0122 2021-07-08 06:25:38,965 - mmaction - INFO - Epoch [37][660/1879] lr: 9.520e-02, eta: 4 days, 9:58:07, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5824, loss_cls: 3.0261, loss: 3.0261, grad_norm: 1.9700 2021-07-08 06:25:56,420 - mmaction - INFO - Epoch [37][680/1879] lr: 9.520e-02, eta: 4 days, 9:57:42, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5988, loss_cls: 2.9525, loss: 2.9525, grad_norm: 2.0470 2021-07-08 06:26:13,994 - mmaction - INFO - Epoch [37][700/1879] lr: 9.520e-02, eta: 4 days, 9:57:18, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5883, loss_cls: 3.0007, loss: 3.0007, grad_norm: 1.9789 2021-07-08 06:26:31,372 - mmaction - INFO - Epoch [37][720/1879] lr: 9.520e-02, eta: 4 days, 9:56:54, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3543, top5_acc: 0.5953, loss_cls: 3.0016, loss: 3.0016, grad_norm: 2.0193 2021-07-08 06:26:48,941 - mmaction - INFO - Epoch [37][740/1879] lr: 9.520e-02, eta: 4 days, 9:56:29, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6035, loss_cls: 2.9552, loss: 2.9552, grad_norm: 2.0329 2021-07-08 06:27:06,253 - mmaction - INFO - Epoch [37][760/1879] lr: 9.520e-02, eta: 4 days, 9:56:04, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5926, loss_cls: 3.0191, loss: 3.0191, grad_norm: 2.0472 2021-07-08 06:27:23,897 - mmaction - INFO - Epoch [37][780/1879] lr: 9.520e-02, eta: 4 days, 9:55:40, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6105, loss_cls: 2.9334, loss: 2.9334, grad_norm: 2.0347 2021-07-08 06:27:41,472 - mmaction - INFO - Epoch [37][800/1879] lr: 9.520e-02, eta: 4 days, 9:55:16, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3387, top5_acc: 0.6121, loss_cls: 2.9671, loss: 2.9671, grad_norm: 2.0481 2021-07-08 06:27:59,019 - mmaction - INFO - Epoch [37][820/1879] lr: 9.520e-02, eta: 4 days, 9:54:52, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6277, loss_cls: 2.8379, loss: 2.8379, grad_norm: 2.0382 2021-07-08 06:28:16,477 - mmaction - INFO - Epoch [37][840/1879] lr: 9.520e-02, eta: 4 days, 9:54:27, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5863, loss_cls: 3.0027, loss: 3.0027, grad_norm: 2.0721 2021-07-08 06:28:33,827 - mmaction - INFO - Epoch [37][860/1879] lr: 9.520e-02, eta: 4 days, 9:54:02, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3434, top5_acc: 0.6094, loss_cls: 2.9589, loss: 2.9589, grad_norm: 2.0117 2021-07-08 06:28:51,246 - mmaction - INFO - Epoch [37][880/1879] lr: 9.520e-02, eta: 4 days, 9:53:37, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6043, loss_cls: 2.9703, loss: 2.9703, grad_norm: 2.1052 2021-07-08 06:29:08,737 - mmaction - INFO - Epoch [37][900/1879] lr: 9.520e-02, eta: 4 days, 9:53:13, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5910, loss_cls: 2.9984, loss: 2.9984, grad_norm: 1.9977 2021-07-08 06:29:26,158 - mmaction - INFO - Epoch [37][920/1879] lr: 9.520e-02, eta: 4 days, 9:52:48, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3301, top5_acc: 0.6004, loss_cls: 3.0210, loss: 3.0210, grad_norm: 2.0097 2021-07-08 06:29:43,691 - mmaction - INFO - Epoch [37][940/1879] lr: 9.520e-02, eta: 4 days, 9:52:24, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6062, loss_cls: 2.9498, loss: 2.9498, grad_norm: 1.9569 2021-07-08 06:30:01,219 - mmaction - INFO - Epoch [37][960/1879] lr: 9.520e-02, eta: 4 days, 9:52:00, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6098, loss_cls: 2.9139, loss: 2.9139, grad_norm: 2.0145 2021-07-08 06:30:18,683 - mmaction - INFO - Epoch [37][980/1879] lr: 9.520e-02, eta: 4 days, 9:51:35, time: 0.872, data_time: 0.010, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5938, loss_cls: 2.9787, loss: 2.9787, grad_norm: 2.0842 2021-07-08 06:30:36,270 - mmaction - INFO - Epoch [37][1000/1879] lr: 9.520e-02, eta: 4 days, 9:51:11, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5945, loss_cls: 2.9879, loss: 2.9879, grad_norm: 2.0257 2021-07-08 06:30:53,764 - mmaction - INFO - Epoch [37][1020/1879] lr: 9.520e-02, eta: 4 days, 9:50:46, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3453, top5_acc: 0.6016, loss_cls: 3.0241, loss: 3.0241, grad_norm: 1.9883 2021-07-08 06:31:11,090 - mmaction - INFO - Epoch [37][1040/1879] lr: 9.520e-02, eta: 4 days, 9:50:21, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.3289, top5_acc: 0.5855, loss_cls: 3.0062, loss: 3.0062, grad_norm: 2.0140 2021-07-08 06:31:28,614 - mmaction - INFO - Epoch [37][1060/1879] lr: 9.520e-02, eta: 4 days, 9:49:57, time: 0.876, data_time: 0.009, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5953, loss_cls: 3.0280, loss: 3.0280, grad_norm: 2.0600 2021-07-08 06:31:46,224 - mmaction - INFO - Epoch [37][1080/1879] lr: 9.520e-02, eta: 4 days, 9:49:33, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.3551, top5_acc: 0.5875, loss_cls: 3.0145, loss: 3.0145, grad_norm: 1.9778 2021-07-08 06:32:03,634 - mmaction - INFO - Epoch [37][1100/1879] lr: 9.520e-02, eta: 4 days, 9:49:08, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3500, top5_acc: 0.5957, loss_cls: 2.9892, loss: 2.9892, grad_norm: 1.9883 2021-07-08 06:32:21,195 - mmaction - INFO - Epoch [37][1120/1879] lr: 9.520e-02, eta: 4 days, 9:48:44, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6012, loss_cls: 2.9715, loss: 2.9715, grad_norm: 2.0213 2021-07-08 06:32:38,826 - mmaction - INFO - Epoch [37][1140/1879] lr: 9.520e-02, eta: 4 days, 9:48:21, time: 0.884, data_time: 0.003, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6000, loss_cls: 2.9842, loss: 2.9842, grad_norm: 1.9993 2021-07-08 06:32:56,302 - mmaction - INFO - Epoch [37][1160/1879] lr: 9.520e-02, eta: 4 days, 9:47:56, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6309, loss_cls: 2.8380, loss: 2.8380, grad_norm: 2.0020 2021-07-08 06:33:13,793 - mmaction - INFO - Epoch [37][1180/1879] lr: 9.520e-02, eta: 4 days, 9:47:32, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5988, loss_cls: 2.9864, loss: 2.9864, grad_norm: 2.0811 2021-07-08 06:33:31,292 - mmaction - INFO - Epoch [37][1200/1879] lr: 9.520e-02, eta: 4 days, 9:47:08, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5945, loss_cls: 2.9882, loss: 2.9882, grad_norm: 2.0224 2021-07-08 06:33:48,726 - mmaction - INFO - Epoch [37][1220/1879] lr: 9.520e-02, eta: 4 days, 9:46:43, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6066, loss_cls: 2.9186, loss: 2.9186, grad_norm: 1.9708 2021-07-08 06:34:06,208 - mmaction - INFO - Epoch [37][1240/1879] lr: 9.520e-02, eta: 4 days, 9:46:18, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5852, loss_cls: 3.0406, loss: 3.0406, grad_norm: 2.0142 2021-07-08 06:34:23,815 - mmaction - INFO - Epoch [37][1260/1879] lr: 9.520e-02, eta: 4 days, 9:45:55, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6141, loss_cls: 2.9494, loss: 2.9494, grad_norm: 2.0104 2021-07-08 06:34:41,237 - mmaction - INFO - Epoch [37][1280/1879] lr: 9.520e-02, eta: 4 days, 9:45:30, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3277, top5_acc: 0.5625, loss_cls: 3.1041, loss: 3.1041, grad_norm: 2.0277 2021-07-08 06:34:58,676 - mmaction - INFO - Epoch [37][1300/1879] lr: 9.520e-02, eta: 4 days, 9:45:05, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5977, loss_cls: 2.9770, loss: 2.9770, grad_norm: 2.0115 2021-07-08 06:35:16,272 - mmaction - INFO - Epoch [37][1320/1879] lr: 9.520e-02, eta: 4 days, 9:44:41, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6004, loss_cls: 2.9830, loss: 2.9830, grad_norm: 2.0181 2021-07-08 06:35:33,741 - mmaction - INFO - Epoch [37][1340/1879] lr: 9.520e-02, eta: 4 days, 9:44:17, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3434, top5_acc: 0.6062, loss_cls: 2.9971, loss: 2.9971, grad_norm: 2.0208 2021-07-08 06:35:51,284 - mmaction - INFO - Epoch [37][1360/1879] lr: 9.520e-02, eta: 4 days, 9:43:53, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6008, loss_cls: 2.9958, loss: 2.9958, grad_norm: 2.0385 2021-07-08 06:36:08,770 - mmaction - INFO - Epoch [37][1380/1879] lr: 9.520e-02, eta: 4 days, 9:43:28, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5980, loss_cls: 2.9865, loss: 2.9865, grad_norm: 2.0447 2021-07-08 06:36:26,317 - mmaction - INFO - Epoch [37][1400/1879] lr: 9.520e-02, eta: 4 days, 9:43:05, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5957, loss_cls: 2.9924, loss: 2.9924, grad_norm: 2.0690 2021-07-08 06:36:43,743 - mmaction - INFO - Epoch [37][1420/1879] lr: 9.520e-02, eta: 4 days, 9:42:40, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3457, top5_acc: 0.6137, loss_cls: 2.9167, loss: 2.9167, grad_norm: 2.0161 2021-07-08 06:37:01,198 - mmaction - INFO - Epoch [37][1440/1879] lr: 9.520e-02, eta: 4 days, 9:42:15, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6152, loss_cls: 2.8966, loss: 2.8966, grad_norm: 2.0816 2021-07-08 06:37:18,630 - mmaction - INFO - Epoch [37][1460/1879] lr: 9.520e-02, eta: 4 days, 9:41:50, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3523, top5_acc: 0.5953, loss_cls: 2.9754, loss: 2.9754, grad_norm: 1.9963 2021-07-08 06:37:36,165 - mmaction - INFO - Epoch [37][1480/1879] lr: 9.520e-02, eta: 4 days, 9:41:26, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3574, top5_acc: 0.5949, loss_cls: 3.0041, loss: 3.0041, grad_norm: 2.0199 2021-07-08 06:37:53,639 - mmaction - INFO - Epoch [37][1500/1879] lr: 9.520e-02, eta: 4 days, 9:41:02, time: 0.874, data_time: 0.008, memory: 6462, top1_acc: 0.3312, top5_acc: 0.5945, loss_cls: 2.9940, loss: 2.9940, grad_norm: 2.0035 2021-07-08 06:38:11,105 - mmaction - INFO - Epoch [37][1520/1879] lr: 9.520e-02, eta: 4 days, 9:40:37, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6004, loss_cls: 2.9380, loss: 2.9380, grad_norm: 2.0136 2021-07-08 06:38:28,484 - mmaction - INFO - Epoch [37][1540/1879] lr: 9.520e-02, eta: 4 days, 9:40:12, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6145, loss_cls: 2.9153, loss: 2.9153, grad_norm: 1.9905 2021-07-08 06:38:46,057 - mmaction - INFO - Epoch [37][1560/1879] lr: 9.520e-02, eta: 4 days, 9:39:49, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6145, loss_cls: 2.8700, loss: 2.8700, grad_norm: 2.0782 2021-07-08 06:39:03,541 - mmaction - INFO - Epoch [37][1580/1879] lr: 9.520e-02, eta: 4 days, 9:39:25, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6004, loss_cls: 2.9928, loss: 2.9928, grad_norm: 2.0504 2021-07-08 06:39:20,993 - mmaction - INFO - Epoch [37][1600/1879] lr: 9.520e-02, eta: 4 days, 9:39:00, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6109, loss_cls: 2.9311, loss: 2.9311, grad_norm: 1.9508 2021-07-08 06:39:38,410 - mmaction - INFO - Epoch [37][1620/1879] lr: 9.520e-02, eta: 4 days, 9:38:35, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5906, loss_cls: 3.0358, loss: 3.0358, grad_norm: 2.0012 2021-07-08 06:39:55,943 - mmaction - INFO - Epoch [37][1640/1879] lr: 9.520e-02, eta: 4 days, 9:38:11, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6070, loss_cls: 2.9551, loss: 2.9551, grad_norm: 2.0589 2021-07-08 06:40:13,517 - mmaction - INFO - Epoch [37][1660/1879] lr: 9.520e-02, eta: 4 days, 9:37:47, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3527, top5_acc: 0.5930, loss_cls: 2.9571, loss: 2.9571, grad_norm: 2.0378 2021-07-08 06:40:30,981 - mmaction - INFO - Epoch [37][1680/1879] lr: 9.520e-02, eta: 4 days, 9:37:23, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5895, loss_cls: 2.9998, loss: 2.9998, grad_norm: 2.0610 2021-07-08 06:40:48,468 - mmaction - INFO - Epoch [37][1700/1879] lr: 9.520e-02, eta: 4 days, 9:36:58, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3465, top5_acc: 0.5945, loss_cls: 3.0047, loss: 3.0047, grad_norm: 2.0371 2021-07-08 06:41:05,907 - mmaction - INFO - Epoch [37][1720/1879] lr: 9.520e-02, eta: 4 days, 9:36:34, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6070, loss_cls: 2.9474, loss: 2.9474, grad_norm: 2.0113 2021-07-08 06:41:23,298 - mmaction - INFO - Epoch [37][1740/1879] lr: 9.520e-02, eta: 4 days, 9:36:09, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3512, top5_acc: 0.5957, loss_cls: 2.9673, loss: 2.9673, grad_norm: 2.0124 2021-07-08 06:41:40,693 - mmaction - INFO - Epoch [37][1760/1879] lr: 9.520e-02, eta: 4 days, 9:35:44, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6027, loss_cls: 2.9348, loss: 2.9348, grad_norm: 2.0236 2021-07-08 06:41:58,112 - mmaction - INFO - Epoch [37][1780/1879] lr: 9.520e-02, eta: 4 days, 9:35:19, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3383, top5_acc: 0.5941, loss_cls: 3.0129, loss: 3.0129, grad_norm: 2.0584 2021-07-08 06:42:15,643 - mmaction - INFO - Epoch [37][1800/1879] lr: 9.520e-02, eta: 4 days, 9:34:55, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5992, loss_cls: 3.0112, loss: 3.0112, grad_norm: 1.9813 2021-07-08 06:42:33,113 - mmaction - INFO - Epoch [37][1820/1879] lr: 9.520e-02, eta: 4 days, 9:34:31, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3504, top5_acc: 0.5824, loss_cls: 3.0155, loss: 3.0155, grad_norm: 1.9735 2021-07-08 06:42:50,669 - mmaction - INFO - Epoch [37][1840/1879] lr: 9.520e-02, eta: 4 days, 9:34:07, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5906, loss_cls: 3.0184, loss: 3.0184, grad_norm: 2.0778 2021-07-08 06:43:08,009 - mmaction - INFO - Epoch [37][1860/1879] lr: 9.520e-02, eta: 4 days, 9:33:42, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5938, loss_cls: 2.9704, loss: 2.9704, grad_norm: 2.0618 2021-07-08 06:45:54,486 - mmaction - INFO - Epoch [38][20/1879] lr: 9.493e-02, eta: 4 days, 9:43:25, time: 7.036, data_time: 6.048, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6156, loss_cls: 2.9197, loss: 2.9197, grad_norm: 2.0242 2021-07-08 06:46:11,845 - mmaction - INFO - Epoch [38][40/1879] lr: 9.493e-02, eta: 4 days, 9:43:00, time: 0.869, data_time: 0.007, memory: 6462, top1_acc: 0.3531, top5_acc: 0.5953, loss_cls: 2.9787, loss: 2.9787, grad_norm: 2.0173 2021-07-08 06:46:29,086 - mmaction - INFO - Epoch [38][60/1879] lr: 9.493e-02, eta: 4 days, 9:42:34, time: 0.860, data_time: 0.001, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6105, loss_cls: 2.9327, loss: 2.9327, grad_norm: 2.0276 2021-07-08 06:46:46,358 - mmaction - INFO - Epoch [38][80/1879] lr: 9.493e-02, eta: 4 days, 9:42:09, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.3480, top5_acc: 0.6156, loss_cls: 2.9105, loss: 2.9105, grad_norm: 2.0123 2021-07-08 06:47:03,697 - mmaction - INFO - Epoch [38][100/1879] lr: 9.493e-02, eta: 4 days, 9:41:43, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6359, loss_cls: 2.8114, loss: 2.8114, grad_norm: 2.0152 2021-07-08 06:47:21,121 - mmaction - INFO - Epoch [38][120/1879] lr: 9.493e-02, eta: 4 days, 9:41:18, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6242, loss_cls: 2.8838, loss: 2.8838, grad_norm: 2.0589 2021-07-08 06:47:38,635 - mmaction - INFO - Epoch [38][140/1879] lr: 9.493e-02, eta: 4 days, 9:40:54, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6184, loss_cls: 2.9492, loss: 2.9492, grad_norm: 2.0771 2021-07-08 06:47:56,097 - mmaction - INFO - Epoch [38][160/1879] lr: 9.493e-02, eta: 4 days, 9:40:29, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6051, loss_cls: 2.9092, loss: 2.9092, grad_norm: 1.9786 2021-07-08 06:48:13,472 - mmaction - INFO - Epoch [38][180/1879] lr: 9.493e-02, eta: 4 days, 9:40:04, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3410, top5_acc: 0.6055, loss_cls: 2.9525, loss: 2.9525, grad_norm: 2.0539 2021-07-08 06:48:30,887 - mmaction - INFO - Epoch [38][200/1879] lr: 9.493e-02, eta: 4 days, 9:39:39, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5848, loss_cls: 3.0211, loss: 3.0211, grad_norm: 2.0501 2021-07-08 06:48:48,229 - mmaction - INFO - Epoch [38][220/1879] lr: 9.493e-02, eta: 4 days, 9:39:14, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6203, loss_cls: 2.8878, loss: 2.8878, grad_norm: 2.0271 2021-07-08 06:49:05,620 - mmaction - INFO - Epoch [38][240/1879] lr: 9.493e-02, eta: 4 days, 9:38:49, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6066, loss_cls: 2.9478, loss: 2.9478, grad_norm: 2.0036 2021-07-08 06:49:23,057 - mmaction - INFO - Epoch [38][260/1879] lr: 9.493e-02, eta: 4 days, 9:38:25, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6242, loss_cls: 2.8333, loss: 2.8333, grad_norm: 2.0142 2021-07-08 06:49:40,552 - mmaction - INFO - Epoch [38][280/1879] lr: 9.493e-02, eta: 4 days, 9:38:00, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5914, loss_cls: 3.0535, loss: 3.0535, grad_norm: 2.0551 2021-07-08 06:49:58,158 - mmaction - INFO - Epoch [38][300/1879] lr: 9.493e-02, eta: 4 days, 9:37:36, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5980, loss_cls: 2.9719, loss: 2.9719, grad_norm: 2.0419 2021-07-08 06:50:15,683 - mmaction - INFO - Epoch [38][320/1879] lr: 9.493e-02, eta: 4 days, 9:37:12, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6082, loss_cls: 2.9002, loss: 2.9002, grad_norm: 1.9822 2021-07-08 06:50:33,164 - mmaction - INFO - Epoch [38][340/1879] lr: 9.493e-02, eta: 4 days, 9:36:48, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3445, top5_acc: 0.6051, loss_cls: 2.9411, loss: 2.9411, grad_norm: 1.9907 2021-07-08 06:50:50,685 - mmaction - INFO - Epoch [38][360/1879] lr: 9.493e-02, eta: 4 days, 9:36:23, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5879, loss_cls: 3.0269, loss: 3.0269, grad_norm: 2.0371 2021-07-08 06:51:08,152 - mmaction - INFO - Epoch [38][380/1879] lr: 9.493e-02, eta: 4 days, 9:35:59, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6188, loss_cls: 2.9195, loss: 2.9195, grad_norm: 1.9934 2021-07-08 06:51:25,541 - mmaction - INFO - Epoch [38][400/1879] lr: 9.493e-02, eta: 4 days, 9:35:34, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6168, loss_cls: 2.8932, loss: 2.8932, grad_norm: 2.0309 2021-07-08 06:51:43,040 - mmaction - INFO - Epoch [38][420/1879] lr: 9.493e-02, eta: 4 days, 9:35:09, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3629, top5_acc: 0.5996, loss_cls: 2.9457, loss: 2.9457, grad_norm: 2.0573 2021-07-08 06:52:00,521 - mmaction - INFO - Epoch [38][440/1879] lr: 9.493e-02, eta: 4 days, 9:34:45, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5938, loss_cls: 3.0078, loss: 3.0078, grad_norm: 2.0481 2021-07-08 06:52:17,924 - mmaction - INFO - Epoch [38][460/1879] lr: 9.493e-02, eta: 4 days, 9:34:20, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3289, top5_acc: 0.6023, loss_cls: 3.0088, loss: 3.0088, grad_norm: 2.0222 2021-07-08 06:52:35,382 - mmaction - INFO - Epoch [38][480/1879] lr: 9.493e-02, eta: 4 days, 9:33:56, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6254, loss_cls: 2.8224, loss: 2.8224, grad_norm: 1.9792 2021-07-08 06:52:52,806 - mmaction - INFO - Epoch [38][500/1879] lr: 9.493e-02, eta: 4 days, 9:33:31, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6203, loss_cls: 2.8716, loss: 2.8716, grad_norm: 2.0557 2021-07-08 06:53:10,222 - mmaction - INFO - Epoch [38][520/1879] lr: 9.493e-02, eta: 4 days, 9:33:06, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3469, top5_acc: 0.6008, loss_cls: 2.9569, loss: 2.9569, grad_norm: 2.0478 2021-07-08 06:53:27,679 - mmaction - INFO - Epoch [38][540/1879] lr: 9.493e-02, eta: 4 days, 9:32:41, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3453, top5_acc: 0.6156, loss_cls: 2.9474, loss: 2.9474, grad_norm: 2.0686 2021-07-08 06:53:45,171 - mmaction - INFO - Epoch [38][560/1879] lr: 9.493e-02, eta: 4 days, 9:32:17, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6094, loss_cls: 2.9373, loss: 2.9373, grad_norm: 2.0620 2021-07-08 06:54:02,685 - mmaction - INFO - Epoch [38][580/1879] lr: 9.493e-02, eta: 4 days, 9:31:53, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6148, loss_cls: 2.8916, loss: 2.8916, grad_norm: 2.0413 2021-07-08 06:54:20,069 - mmaction - INFO - Epoch [38][600/1879] lr: 9.493e-02, eta: 4 days, 9:31:28, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6098, loss_cls: 2.9696, loss: 2.9696, grad_norm: 2.0478 2021-07-08 06:54:37,686 - mmaction - INFO - Epoch [38][620/1879] lr: 9.493e-02, eta: 4 days, 9:31:04, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5938, loss_cls: 2.9839, loss: 2.9839, grad_norm: 2.0855 2021-07-08 06:54:55,233 - mmaction - INFO - Epoch [38][640/1879] lr: 9.493e-02, eta: 4 days, 9:30:40, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3520, top5_acc: 0.5898, loss_cls: 3.0010, loss: 3.0010, grad_norm: 2.0677 2021-07-08 06:55:12,677 - mmaction - INFO - Epoch [38][660/1879] lr: 9.493e-02, eta: 4 days, 9:30:16, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3434, top5_acc: 0.5949, loss_cls: 3.0125, loss: 3.0125, grad_norm: 2.0273 2021-07-08 06:55:30,170 - mmaction - INFO - Epoch [38][680/1879] lr: 9.493e-02, eta: 4 days, 9:29:51, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3504, top5_acc: 0.5926, loss_cls: 3.0009, loss: 3.0009, grad_norm: 1.9979 2021-07-08 06:55:47,642 - mmaction - INFO - Epoch [38][700/1879] lr: 9.493e-02, eta: 4 days, 9:29:27, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6090, loss_cls: 2.9066, loss: 2.9066, grad_norm: 1.9544 2021-07-08 06:56:05,116 - mmaction - INFO - Epoch [38][720/1879] lr: 9.493e-02, eta: 4 days, 9:29:03, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3391, top5_acc: 0.5980, loss_cls: 2.9970, loss: 2.9970, grad_norm: 2.0702 2021-07-08 06:56:22,621 - mmaction - INFO - Epoch [38][740/1879] lr: 9.493e-02, eta: 4 days, 9:28:38, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3359, top5_acc: 0.5938, loss_cls: 3.0595, loss: 3.0595, grad_norm: 2.0300 2021-07-08 06:56:40,044 - mmaction - INFO - Epoch [38][760/1879] lr: 9.493e-02, eta: 4 days, 9:28:13, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6094, loss_cls: 2.9192, loss: 2.9192, grad_norm: 1.9841 2021-07-08 06:56:57,516 - mmaction - INFO - Epoch [38][780/1879] lr: 9.493e-02, eta: 4 days, 9:27:49, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6078, loss_cls: 2.9274, loss: 2.9274, grad_norm: 2.0739 2021-07-08 06:57:15,042 - mmaction - INFO - Epoch [38][800/1879] lr: 9.493e-02, eta: 4 days, 9:27:25, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3379, top5_acc: 0.6008, loss_cls: 2.9716, loss: 2.9716, grad_norm: 2.0533 2021-07-08 06:57:32,549 - mmaction - INFO - Epoch [38][820/1879] lr: 9.493e-02, eta: 4 days, 9:27:01, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3586, top5_acc: 0.5984, loss_cls: 2.9787, loss: 2.9787, grad_norm: 2.0238 2021-07-08 06:57:50,123 - mmaction - INFO - Epoch [38][840/1879] lr: 9.493e-02, eta: 4 days, 9:26:37, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6023, loss_cls: 2.9783, loss: 2.9783, grad_norm: 2.0504 2021-07-08 06:58:07,560 - mmaction - INFO - Epoch [38][860/1879] lr: 9.493e-02, eta: 4 days, 9:26:12, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6000, loss_cls: 2.9420, loss: 2.9420, grad_norm: 1.9539 2021-07-08 06:58:25,042 - mmaction - INFO - Epoch [38][880/1879] lr: 9.493e-02, eta: 4 days, 9:25:48, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3441, top5_acc: 0.6039, loss_cls: 2.9614, loss: 2.9614, grad_norm: 2.0141 2021-07-08 06:58:42,499 - mmaction - INFO - Epoch [38][900/1879] lr: 9.493e-02, eta: 4 days, 9:25:24, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6023, loss_cls: 2.9774, loss: 2.9774, grad_norm: 2.0353 2021-07-08 06:58:59,972 - mmaction - INFO - Epoch [38][920/1879] lr: 9.493e-02, eta: 4 days, 9:24:59, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3219, top5_acc: 0.5867, loss_cls: 3.0408, loss: 3.0408, grad_norm: 2.0765 2021-07-08 06:59:17,462 - mmaction - INFO - Epoch [38][940/1879] lr: 9.493e-02, eta: 4 days, 9:24:35, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3406, top5_acc: 0.5977, loss_cls: 2.9766, loss: 2.9766, grad_norm: 2.0006 2021-07-08 06:59:34,955 - mmaction - INFO - Epoch [38][960/1879] lr: 9.493e-02, eta: 4 days, 9:24:10, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5922, loss_cls: 2.9748, loss: 2.9748, grad_norm: 2.0525 2021-07-08 06:59:52,410 - mmaction - INFO - Epoch [38][980/1879] lr: 9.493e-02, eta: 4 days, 9:23:46, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6129, loss_cls: 2.9003, loss: 2.9003, grad_norm: 2.0343 2021-07-08 07:00:09,929 - mmaction - INFO - Epoch [38][1000/1879] lr: 9.493e-02, eta: 4 days, 9:23:22, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6062, loss_cls: 2.9538, loss: 2.9538, grad_norm: 2.0629 2021-07-08 07:00:27,372 - mmaction - INFO - Epoch [38][1020/1879] lr: 9.493e-02, eta: 4 days, 9:22:58, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3434, top5_acc: 0.6016, loss_cls: 2.9867, loss: 2.9867, grad_norm: 2.0418 2021-07-08 07:00:44,744 - mmaction - INFO - Epoch [38][1040/1879] lr: 9.493e-02, eta: 4 days, 9:22:32, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5898, loss_cls: 2.9883, loss: 2.9883, grad_norm: 1.9683 2021-07-08 07:01:02,186 - mmaction - INFO - Epoch [38][1060/1879] lr: 9.493e-02, eta: 4 days, 9:22:08, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3582, top5_acc: 0.5922, loss_cls: 2.9745, loss: 2.9745, grad_norm: 1.9591 2021-07-08 07:01:19,557 - mmaction - INFO - Epoch [38][1080/1879] lr: 9.493e-02, eta: 4 days, 9:21:43, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3527, top5_acc: 0.5938, loss_cls: 2.9780, loss: 2.9780, grad_norm: 2.0140 2021-07-08 07:01:37,172 - mmaction - INFO - Epoch [38][1100/1879] lr: 9.493e-02, eta: 4 days, 9:21:19, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3410, top5_acc: 0.5934, loss_cls: 2.9768, loss: 2.9768, grad_norm: 2.0431 2021-07-08 07:01:54,629 - mmaction - INFO - Epoch [38][1120/1879] lr: 9.493e-02, eta: 4 days, 9:20:55, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6090, loss_cls: 2.9132, loss: 2.9132, grad_norm: 2.0627 2021-07-08 07:02:12,139 - mmaction - INFO - Epoch [38][1140/1879] lr: 9.493e-02, eta: 4 days, 9:20:31, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6043, loss_cls: 2.9094, loss: 2.9094, grad_norm: 2.0359 2021-07-08 07:02:29,566 - mmaction - INFO - Epoch [38][1160/1879] lr: 9.493e-02, eta: 4 days, 9:20:06, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3426, top5_acc: 0.5887, loss_cls: 3.0245, loss: 3.0245, grad_norm: 2.0432 2021-07-08 07:02:46,968 - mmaction - INFO - Epoch [38][1180/1879] lr: 9.493e-02, eta: 4 days, 9:19:41, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6242, loss_cls: 2.8558, loss: 2.8558, grad_norm: 2.0338 2021-07-08 07:03:04,390 - mmaction - INFO - Epoch [38][1200/1879] lr: 9.493e-02, eta: 4 days, 9:19:17, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6016, loss_cls: 2.9741, loss: 2.9741, grad_norm: 2.0773 2021-07-08 07:03:21,847 - mmaction - INFO - Epoch [38][1220/1879] lr: 9.493e-02, eta: 4 days, 9:18:52, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5961, loss_cls: 3.0374, loss: 3.0374, grad_norm: 2.0850 2021-07-08 07:03:39,364 - mmaction - INFO - Epoch [38][1240/1879] lr: 9.493e-02, eta: 4 days, 9:18:28, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3395, top5_acc: 0.6023, loss_cls: 3.0061, loss: 3.0061, grad_norm: 2.0098 2021-07-08 07:03:56,858 - mmaction - INFO - Epoch [38][1260/1879] lr: 9.493e-02, eta: 4 days, 9:18:04, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6215, loss_cls: 2.8831, loss: 2.8831, grad_norm: 1.9963 2021-07-08 07:04:14,335 - mmaction - INFO - Epoch [38][1280/1879] lr: 9.493e-02, eta: 4 days, 9:17:40, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6156, loss_cls: 2.9516, loss: 2.9516, grad_norm: 2.0180 2021-07-08 07:04:31,595 - mmaction - INFO - Epoch [38][1300/1879] lr: 9.493e-02, eta: 4 days, 9:17:14, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6020, loss_cls: 2.8945, loss: 2.8945, grad_norm: 1.9612 2021-07-08 07:04:48,986 - mmaction - INFO - Epoch [38][1320/1879] lr: 9.493e-02, eta: 4 days, 9:16:49, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6016, loss_cls: 2.8958, loss: 2.8958, grad_norm: 1.9882 2021-07-08 07:05:06,462 - mmaction - INFO - Epoch [38][1340/1879] lr: 9.493e-02, eta: 4 days, 9:16:25, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6051, loss_cls: 2.9290, loss: 2.9290, grad_norm: 2.0061 2021-07-08 07:05:24,091 - mmaction - INFO - Epoch [38][1360/1879] lr: 9.493e-02, eta: 4 days, 9:16:02, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6215, loss_cls: 2.8895, loss: 2.8895, grad_norm: 2.0071 2021-07-08 07:05:41,549 - mmaction - INFO - Epoch [38][1380/1879] lr: 9.493e-02, eta: 4 days, 9:15:37, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6047, loss_cls: 2.9293, loss: 2.9293, grad_norm: 2.0308 2021-07-08 07:05:58,996 - mmaction - INFO - Epoch [38][1400/1879] lr: 9.493e-02, eta: 4 days, 9:15:13, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5953, loss_cls: 2.9629, loss: 2.9629, grad_norm: 2.0203 2021-07-08 07:06:16,369 - mmaction - INFO - Epoch [38][1420/1879] lr: 9.493e-02, eta: 4 days, 9:14:48, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6000, loss_cls: 2.9136, loss: 2.9136, grad_norm: 2.0320 2021-07-08 07:06:33,901 - mmaction - INFO - Epoch [38][1440/1879] lr: 9.493e-02, eta: 4 days, 9:14:24, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6004, loss_cls: 2.9794, loss: 2.9794, grad_norm: 2.0045 2021-07-08 07:06:51,313 - mmaction - INFO - Epoch [38][1460/1879] lr: 9.493e-02, eta: 4 days, 9:13:59, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3387, top5_acc: 0.5930, loss_cls: 2.9883, loss: 2.9883, grad_norm: 2.0687 2021-07-08 07:07:08,776 - mmaction - INFO - Epoch [38][1480/1879] lr: 9.493e-02, eta: 4 days, 9:13:35, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5879, loss_cls: 3.0019, loss: 3.0019, grad_norm: 2.0450 2021-07-08 07:07:26,170 - mmaction - INFO - Epoch [38][1500/1879] lr: 9.493e-02, eta: 4 days, 9:13:10, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6027, loss_cls: 2.9928, loss: 2.9928, grad_norm: 2.0715 2021-07-08 07:07:43,576 - mmaction - INFO - Epoch [38][1520/1879] lr: 9.493e-02, eta: 4 days, 9:12:46, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6145, loss_cls: 2.8981, loss: 2.8981, grad_norm: 1.9582 2021-07-08 07:08:00,990 - mmaction - INFO - Epoch [38][1540/1879] lr: 9.493e-02, eta: 4 days, 9:12:21, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3480, top5_acc: 0.6117, loss_cls: 2.9755, loss: 2.9755, grad_norm: 2.0086 2021-07-08 07:08:18,482 - mmaction - INFO - Epoch [38][1560/1879] lr: 9.493e-02, eta: 4 days, 9:11:57, time: 0.872, data_time: 0.007, memory: 6462, top1_acc: 0.3332, top5_acc: 0.5973, loss_cls: 3.0199, loss: 3.0199, grad_norm: 2.0137 2021-07-08 07:08:35,928 - mmaction - INFO - Epoch [38][1580/1879] lr: 9.493e-02, eta: 4 days, 9:11:33, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6039, loss_cls: 2.8915, loss: 2.8915, grad_norm: 2.0413 2021-07-08 07:08:53,376 - mmaction - INFO - Epoch [38][1600/1879] lr: 9.493e-02, eta: 4 days, 9:11:08, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3367, top5_acc: 0.6074, loss_cls: 2.9325, loss: 2.9325, grad_norm: 2.0045 2021-07-08 07:09:10,804 - mmaction - INFO - Epoch [38][1620/1879] lr: 9.493e-02, eta: 4 days, 9:10:44, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3410, top5_acc: 0.6031, loss_cls: 2.9353, loss: 2.9353, grad_norm: 2.0542 2021-07-08 07:09:28,155 - mmaction - INFO - Epoch [38][1640/1879] lr: 9.493e-02, eta: 4 days, 9:10:19, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6000, loss_cls: 2.9487, loss: 2.9487, grad_norm: 1.9797 2021-07-08 07:09:45,532 - mmaction - INFO - Epoch [38][1660/1879] lr: 9.493e-02, eta: 4 days, 9:09:54, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3563, top5_acc: 0.5961, loss_cls: 2.9362, loss: 2.9362, grad_norm: 2.0104 2021-07-08 07:10:03,109 - mmaction - INFO - Epoch [38][1680/1879] lr: 9.493e-02, eta: 4 days, 9:09:30, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.9736, loss: 2.9736, grad_norm: 2.0380 2021-07-08 07:10:20,535 - mmaction - INFO - Epoch [38][1700/1879] lr: 9.493e-02, eta: 4 days, 9:09:06, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5926, loss_cls: 2.9838, loss: 2.9838, grad_norm: 2.0711 2021-07-08 07:10:37,978 - mmaction - INFO - Epoch [38][1720/1879] lr: 9.493e-02, eta: 4 days, 9:08:41, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3367, top5_acc: 0.5781, loss_cls: 3.0466, loss: 3.0466, grad_norm: 2.0188 2021-07-08 07:10:55,377 - mmaction - INFO - Epoch [38][1740/1879] lr: 9.493e-02, eta: 4 days, 9:08:17, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6051, loss_cls: 2.9496, loss: 2.9496, grad_norm: 2.0049 2021-07-08 07:11:12,935 - mmaction - INFO - Epoch [38][1760/1879] lr: 9.493e-02, eta: 4 days, 9:07:53, time: 0.880, data_time: 0.007, memory: 6462, top1_acc: 0.3563, top5_acc: 0.5973, loss_cls: 2.9692, loss: 2.9692, grad_norm: 2.0096 2021-07-08 07:11:30,424 - mmaction - INFO - Epoch [38][1780/1879] lr: 9.493e-02, eta: 4 days, 9:07:29, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3402, top5_acc: 0.5996, loss_cls: 2.9780, loss: 2.9780, grad_norm: 2.0407 2021-07-08 07:11:47,984 - mmaction - INFO - Epoch [38][1800/1879] lr: 9.493e-02, eta: 4 days, 9:07:05, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5840, loss_cls: 2.9786, loss: 2.9786, grad_norm: 1.9845 2021-07-08 07:12:05,339 - mmaction - INFO - Epoch [38][1820/1879] lr: 9.493e-02, eta: 4 days, 9:06:40, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6031, loss_cls: 2.9786, loss: 2.9786, grad_norm: 1.9985 2021-07-08 07:12:22,739 - mmaction - INFO - Epoch [38][1840/1879] lr: 9.493e-02, eta: 4 days, 9:06:15, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6105, loss_cls: 2.9349, loss: 2.9349, grad_norm: 2.0248 2021-07-08 07:12:40,161 - mmaction - INFO - Epoch [38][1860/1879] lr: 9.493e-02, eta: 4 days, 9:05:51, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6094, loss_cls: 2.9113, loss: 2.9113, grad_norm: 1.9874 2021-07-08 07:14:50,165 - mmaction - INFO - Epoch [39][20/1879] lr: 9.466e-02, eta: 4 days, 9:12:15, time: 5.460, data_time: 4.165, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5898, loss_cls: 3.0316, loss: 3.0316, grad_norm: 2.0677 2021-07-08 07:15:07,428 - mmaction - INFO - Epoch [39][40/1879] lr: 9.466e-02, eta: 4 days, 9:11:49, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6043, loss_cls: 2.9003, loss: 2.9003, grad_norm: 2.0546 2021-07-08 07:15:24,603 - mmaction - INFO - Epoch [39][60/1879] lr: 9.466e-02, eta: 4 days, 9:11:23, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6188, loss_cls: 2.8731, loss: 2.8731, grad_norm: 2.0180 2021-07-08 07:15:42,065 - mmaction - INFO - Epoch [39][80/1879] lr: 9.466e-02, eta: 4 days, 9:10:58, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6199, loss_cls: 2.8704, loss: 2.8704, grad_norm: 1.9886 2021-07-08 07:15:59,427 - mmaction - INFO - Epoch [39][100/1879] lr: 9.466e-02, eta: 4 days, 9:10:34, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6027, loss_cls: 2.9572, loss: 2.9572, grad_norm: 2.0323 2021-07-08 07:16:16,940 - mmaction - INFO - Epoch [39][120/1879] lr: 9.466e-02, eta: 4 days, 9:10:09, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6273, loss_cls: 2.8521, loss: 2.8521, grad_norm: 2.0480 2021-07-08 07:16:34,270 - mmaction - INFO - Epoch [39][140/1879] lr: 9.466e-02, eta: 4 days, 9:09:45, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6020, loss_cls: 2.8961, loss: 2.8961, grad_norm: 2.0182 2021-07-08 07:16:51,767 - mmaction - INFO - Epoch [39][160/1879] lr: 9.466e-02, eta: 4 days, 9:09:20, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5996, loss_cls: 3.0000, loss: 3.0000, grad_norm: 2.0342 2021-07-08 07:17:09,193 - mmaction - INFO - Epoch [39][180/1879] lr: 9.466e-02, eta: 4 days, 9:08:56, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3547, top5_acc: 0.5949, loss_cls: 2.9542, loss: 2.9542, grad_norm: 2.0574 2021-07-08 07:17:26,664 - mmaction - INFO - Epoch [39][200/1879] lr: 9.466e-02, eta: 4 days, 9:08:31, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6051, loss_cls: 2.9457, loss: 2.9457, grad_norm: 2.0069 2021-07-08 07:17:44,059 - mmaction - INFO - Epoch [39][220/1879] lr: 9.466e-02, eta: 4 days, 9:08:07, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3434, top5_acc: 0.6055, loss_cls: 2.9721, loss: 2.9721, grad_norm: 2.0837 2021-07-08 07:18:01,445 - mmaction - INFO - Epoch [39][240/1879] lr: 9.466e-02, eta: 4 days, 9:07:42, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6078, loss_cls: 2.9001, loss: 2.9001, grad_norm: 2.0405 2021-07-08 07:18:18,883 - mmaction - INFO - Epoch [39][260/1879] lr: 9.466e-02, eta: 4 days, 9:07:17, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3527, top5_acc: 0.5988, loss_cls: 2.9928, loss: 2.9928, grad_norm: 2.0570 2021-07-08 07:18:36,336 - mmaction - INFO - Epoch [39][280/1879] lr: 9.466e-02, eta: 4 days, 9:06:53, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3602, top5_acc: 0.5969, loss_cls: 2.9460, loss: 2.9460, grad_norm: 2.0489 2021-07-08 07:18:53,736 - mmaction - INFO - Epoch [39][300/1879] lr: 9.466e-02, eta: 4 days, 9:06:28, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6199, loss_cls: 2.9004, loss: 2.9004, grad_norm: 2.0791 2021-07-08 07:19:11,144 - mmaction - INFO - Epoch [39][320/1879] lr: 9.466e-02, eta: 4 days, 9:06:04, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6066, loss_cls: 2.9495, loss: 2.9495, grad_norm: 2.0804 2021-07-08 07:19:28,646 - mmaction - INFO - Epoch [39][340/1879] lr: 9.466e-02, eta: 4 days, 9:05:40, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6117, loss_cls: 2.9392, loss: 2.9392, grad_norm: 2.0334 2021-07-08 07:19:46,143 - mmaction - INFO - Epoch [39][360/1879] lr: 9.466e-02, eta: 4 days, 9:05:15, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6180, loss_cls: 2.8734, loss: 2.8734, grad_norm: 2.0297 2021-07-08 07:20:03,575 - mmaction - INFO - Epoch [39][380/1879] lr: 9.466e-02, eta: 4 days, 9:04:51, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5941, loss_cls: 3.0099, loss: 3.0099, grad_norm: 2.0180 2021-07-08 07:20:21,031 - mmaction - INFO - Epoch [39][400/1879] lr: 9.466e-02, eta: 4 days, 9:04:26, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3508, top5_acc: 0.6164, loss_cls: 2.9544, loss: 2.9544, grad_norm: 1.9879 2021-07-08 07:20:38,513 - mmaction - INFO - Epoch [39][420/1879] lr: 9.466e-02, eta: 4 days, 9:04:02, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6031, loss_cls: 2.9106, loss: 2.9106, grad_norm: 2.0254 2021-07-08 07:20:56,015 - mmaction - INFO - Epoch [39][440/1879] lr: 9.466e-02, eta: 4 days, 9:03:38, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6000, loss_cls: 2.9677, loss: 2.9677, grad_norm: 2.0211 2021-07-08 07:21:13,516 - mmaction - INFO - Epoch [39][460/1879] lr: 9.466e-02, eta: 4 days, 9:03:14, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6148, loss_cls: 2.9324, loss: 2.9324, grad_norm: 2.0453 2021-07-08 07:21:31,024 - mmaction - INFO - Epoch [39][480/1879] lr: 9.466e-02, eta: 4 days, 9:02:50, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5883, loss_cls: 3.0349, loss: 3.0349, grad_norm: 1.9897 2021-07-08 07:21:48,586 - mmaction - INFO - Epoch [39][500/1879] lr: 9.466e-02, eta: 4 days, 9:02:26, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5844, loss_cls: 3.0155, loss: 3.0155, grad_norm: 2.0205 2021-07-08 07:22:06,011 - mmaction - INFO - Epoch [39][520/1879] lr: 9.466e-02, eta: 4 days, 9:02:02, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6207, loss_cls: 2.8392, loss: 2.8392, grad_norm: 2.0730 2021-07-08 07:22:23,489 - mmaction - INFO - Epoch [39][540/1879] lr: 9.466e-02, eta: 4 days, 9:01:37, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5969, loss_cls: 2.9897, loss: 2.9897, grad_norm: 2.0833 2021-07-08 07:22:40,884 - mmaction - INFO - Epoch [39][560/1879] lr: 9.466e-02, eta: 4 days, 9:01:13, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3527, top5_acc: 0.5859, loss_cls: 3.0049, loss: 3.0049, grad_norm: 2.0040 2021-07-08 07:22:58,350 - mmaction - INFO - Epoch [39][580/1879] lr: 9.466e-02, eta: 4 days, 9:00:49, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6102, loss_cls: 2.9007, loss: 2.9007, grad_norm: 1.9450 2021-07-08 07:23:15,616 - mmaction - INFO - Epoch [39][600/1879] lr: 9.466e-02, eta: 4 days, 9:00:23, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6055, loss_cls: 2.9381, loss: 2.9381, grad_norm: 2.0325 2021-07-08 07:23:33,128 - mmaction - INFO - Epoch [39][620/1879] lr: 9.466e-02, eta: 4 days, 8:59:59, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6266, loss_cls: 2.8736, loss: 2.8736, grad_norm: 2.0560 2021-07-08 07:23:50,642 - mmaction - INFO - Epoch [39][640/1879] lr: 9.466e-02, eta: 4 days, 8:59:35, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6105, loss_cls: 2.9369, loss: 2.9369, grad_norm: 2.0355 2021-07-08 07:24:08,020 - mmaction - INFO - Epoch [39][660/1879] lr: 9.466e-02, eta: 4 days, 8:59:10, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6160, loss_cls: 2.9220, loss: 2.9220, grad_norm: 2.0131 2021-07-08 07:24:25,399 - mmaction - INFO - Epoch [39][680/1879] lr: 9.466e-02, eta: 4 days, 8:58:46, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6121, loss_cls: 2.9111, loss: 2.9111, grad_norm: 2.0049 2021-07-08 07:24:42,844 - mmaction - INFO - Epoch [39][700/1879] lr: 9.466e-02, eta: 4 days, 8:58:21, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6113, loss_cls: 2.9464, loss: 2.9464, grad_norm: 2.0703 2021-07-08 07:25:00,280 - mmaction - INFO - Epoch [39][720/1879] lr: 9.466e-02, eta: 4 days, 8:57:57, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6191, loss_cls: 2.8901, loss: 2.8901, grad_norm: 1.9952 2021-07-08 07:25:17,847 - mmaction - INFO - Epoch [39][740/1879] lr: 9.466e-02, eta: 4 days, 8:57:33, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6098, loss_cls: 2.8926, loss: 2.8926, grad_norm: 1.9846 2021-07-08 07:25:35,258 - mmaction - INFO - Epoch [39][760/1879] lr: 9.466e-02, eta: 4 days, 8:57:09, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6098, loss_cls: 2.9278, loss: 2.9278, grad_norm: 2.0376 2021-07-08 07:25:52,728 - mmaction - INFO - Epoch [39][780/1879] lr: 9.466e-02, eta: 4 days, 8:56:44, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3477, top5_acc: 0.5867, loss_cls: 3.0028, loss: 3.0028, grad_norm: 2.0272 2021-07-08 07:26:10,271 - mmaction - INFO - Epoch [39][800/1879] lr: 9.466e-02, eta: 4 days, 8:56:21, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6059, loss_cls: 2.9465, loss: 2.9465, grad_norm: 2.0488 2021-07-08 07:26:27,738 - mmaction - INFO - Epoch [39][820/1879] lr: 9.466e-02, eta: 4 days, 8:55:56, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3418, top5_acc: 0.6016, loss_cls: 2.9632, loss: 2.9632, grad_norm: 2.0663 2021-07-08 07:26:45,176 - mmaction - INFO - Epoch [39][840/1879] lr: 9.466e-02, eta: 4 days, 8:55:32, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6266, loss_cls: 2.8435, loss: 2.8435, grad_norm: 2.0108 2021-07-08 07:27:02,697 - mmaction - INFO - Epoch [39][860/1879] lr: 9.466e-02, eta: 4 days, 8:55:08, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3418, top5_acc: 0.6070, loss_cls: 2.9438, loss: 2.9438, grad_norm: 2.0055 2021-07-08 07:27:20,117 - mmaction - INFO - Epoch [39][880/1879] lr: 9.466e-02, eta: 4 days, 8:54:43, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6086, loss_cls: 2.9326, loss: 2.9326, grad_norm: 2.0610 2021-07-08 07:27:37,478 - mmaction - INFO - Epoch [39][900/1879] lr: 9.466e-02, eta: 4 days, 8:54:18, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6004, loss_cls: 2.9455, loss: 2.9455, grad_norm: 2.0635 2021-07-08 07:27:54,961 - mmaction - INFO - Epoch [39][920/1879] lr: 9.466e-02, eta: 4 days, 8:53:55, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5988, loss_cls: 2.9722, loss: 2.9722, grad_norm: 2.0116 2021-07-08 07:28:12,445 - mmaction - INFO - Epoch [39][940/1879] lr: 9.466e-02, eta: 4 days, 8:53:30, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6203, loss_cls: 2.9098, loss: 2.9098, grad_norm: 2.0237 2021-07-08 07:28:29,777 - mmaction - INFO - Epoch [39][960/1879] lr: 9.466e-02, eta: 4 days, 8:53:06, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6160, loss_cls: 2.9666, loss: 2.9666, grad_norm: 2.0600 2021-07-08 07:28:47,263 - mmaction - INFO - Epoch [39][980/1879] lr: 9.466e-02, eta: 4 days, 8:52:41, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6047, loss_cls: 2.9421, loss: 2.9421, grad_norm: 2.0560 2021-07-08 07:29:04,660 - mmaction - INFO - Epoch [39][1000/1879] lr: 9.466e-02, eta: 4 days, 8:52:17, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3570, top5_acc: 0.5969, loss_cls: 2.9427, loss: 2.9427, grad_norm: 2.0279 2021-07-08 07:29:22,160 - mmaction - INFO - Epoch [39][1020/1879] lr: 9.466e-02, eta: 4 days, 8:51:53, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6121, loss_cls: 2.8920, loss: 2.8920, grad_norm: 2.0078 2021-07-08 07:29:39,568 - mmaction - INFO - Epoch [39][1040/1879] lr: 9.466e-02, eta: 4 days, 8:51:28, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3570, top5_acc: 0.5918, loss_cls: 2.9714, loss: 2.9714, grad_norm: 1.9905 2021-07-08 07:29:57,097 - mmaction - INFO - Epoch [39][1060/1879] lr: 9.466e-02, eta: 4 days, 8:51:04, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6020, loss_cls: 2.9344, loss: 2.9344, grad_norm: 2.0477 2021-07-08 07:30:14,543 - mmaction - INFO - Epoch [39][1080/1879] lr: 9.466e-02, eta: 4 days, 8:50:40, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6152, loss_cls: 2.9236, loss: 2.9236, grad_norm: 2.0697 2021-07-08 07:30:32,104 - mmaction - INFO - Epoch [39][1100/1879] lr: 9.466e-02, eta: 4 days, 8:50:16, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6039, loss_cls: 2.9364, loss: 2.9364, grad_norm: 2.0671 2021-07-08 07:30:49,561 - mmaction - INFO - Epoch [39][1120/1879] lr: 9.466e-02, eta: 4 days, 8:49:52, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3617, top5_acc: 0.5969, loss_cls: 2.9975, loss: 2.9975, grad_norm: 2.0652 2021-07-08 07:31:07,037 - mmaction - INFO - Epoch [39][1140/1879] lr: 9.466e-02, eta: 4 days, 8:49:28, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6000, loss_cls: 2.9483, loss: 2.9483, grad_norm: 2.0089 2021-07-08 07:31:24,401 - mmaction - INFO - Epoch [39][1160/1879] lr: 9.466e-02, eta: 4 days, 8:49:03, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5988, loss_cls: 2.9857, loss: 2.9857, grad_norm: 2.0332 2021-07-08 07:31:41,902 - mmaction - INFO - Epoch [39][1180/1879] lr: 9.466e-02, eta: 4 days, 8:48:40, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6273, loss_cls: 2.9039, loss: 2.9039, grad_norm: 2.0390 2021-07-08 07:31:59,370 - mmaction - INFO - Epoch [39][1200/1879] lr: 9.466e-02, eta: 4 days, 8:48:16, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3254, top5_acc: 0.6043, loss_cls: 2.9951, loss: 2.9951, grad_norm: 2.0843 2021-07-08 07:32:16,812 - mmaction - INFO - Epoch [39][1220/1879] lr: 9.466e-02, eta: 4 days, 8:47:51, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6082, loss_cls: 2.9780, loss: 2.9780, grad_norm: 2.0485 2021-07-08 07:32:34,198 - mmaction - INFO - Epoch [39][1240/1879] lr: 9.466e-02, eta: 4 days, 8:47:27, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6262, loss_cls: 2.9071, loss: 2.9071, grad_norm: 2.0428 2021-07-08 07:32:51,770 - mmaction - INFO - Epoch [39][1260/1879] lr: 9.466e-02, eta: 4 days, 8:47:03, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6098, loss_cls: 2.9459, loss: 2.9459, grad_norm: 2.0597 2021-07-08 07:33:09,220 - mmaction - INFO - Epoch [39][1280/1879] lr: 9.466e-02, eta: 4 days, 8:46:39, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3375, top5_acc: 0.5930, loss_cls: 2.9714, loss: 2.9714, grad_norm: 2.0701 2021-07-08 07:33:26,803 - mmaction - INFO - Epoch [39][1300/1879] lr: 9.466e-02, eta: 4 days, 8:46:15, time: 0.880, data_time: 0.017, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6090, loss_cls: 2.9508, loss: 2.9508, grad_norm: 2.0808 2021-07-08 07:33:44,327 - mmaction - INFO - Epoch [39][1320/1879] lr: 9.466e-02, eta: 4 days, 8:45:51, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6074, loss_cls: 2.9432, loss: 2.9432, grad_norm: 1.9894 2021-07-08 07:34:01,718 - mmaction - INFO - Epoch [39][1340/1879] lr: 9.466e-02, eta: 4 days, 8:45:27, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6062, loss_cls: 2.9041, loss: 2.9041, grad_norm: 2.0190 2021-07-08 07:34:19,177 - mmaction - INFO - Epoch [39][1360/1879] lr: 9.466e-02, eta: 4 days, 8:45:03, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6176, loss_cls: 2.8813, loss: 2.8813, grad_norm: 2.0127 2021-07-08 07:34:36,576 - mmaction - INFO - Epoch [39][1380/1879] lr: 9.466e-02, eta: 4 days, 8:44:38, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6113, loss_cls: 2.8649, loss: 2.8649, grad_norm: 2.0242 2021-07-08 07:34:53,958 - mmaction - INFO - Epoch [39][1400/1879] lr: 9.466e-02, eta: 4 days, 8:44:14, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3449, top5_acc: 0.6035, loss_cls: 2.9931, loss: 2.9931, grad_norm: 2.0540 2021-07-08 07:35:11,447 - mmaction - INFO - Epoch [39][1420/1879] lr: 9.466e-02, eta: 4 days, 8:43:50, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6230, loss_cls: 2.8630, loss: 2.8630, grad_norm: 1.9921 2021-07-08 07:35:28,855 - mmaction - INFO - Epoch [39][1440/1879] lr: 9.466e-02, eta: 4 days, 8:43:25, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6105, loss_cls: 2.9281, loss: 2.9281, grad_norm: 2.0312 2021-07-08 07:35:46,284 - mmaction - INFO - Epoch [39][1460/1879] lr: 9.466e-02, eta: 4 days, 8:43:01, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6082, loss_cls: 2.9485, loss: 2.9485, grad_norm: 2.0241 2021-07-08 07:36:03,685 - mmaction - INFO - Epoch [39][1480/1879] lr: 9.466e-02, eta: 4 days, 8:42:36, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.3379, top5_acc: 0.5961, loss_cls: 3.0145, loss: 3.0145, grad_norm: 2.1029 2021-07-08 07:36:21,023 - mmaction - INFO - Epoch [39][1500/1879] lr: 9.466e-02, eta: 4 days, 8:42:12, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6219, loss_cls: 2.8743, loss: 2.8743, grad_norm: 2.0173 2021-07-08 07:36:38,619 - mmaction - INFO - Epoch [39][1520/1879] lr: 9.466e-02, eta: 4 days, 8:41:48, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3543, top5_acc: 0.5949, loss_cls: 2.9677, loss: 2.9677, grad_norm: 2.0420 2021-07-08 07:36:56,113 - mmaction - INFO - Epoch [39][1540/1879] lr: 9.466e-02, eta: 4 days, 8:41:24, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6090, loss_cls: 2.9027, loss: 2.9027, grad_norm: 2.0372 2021-07-08 07:37:13,613 - mmaction - INFO - Epoch [39][1560/1879] lr: 9.466e-02, eta: 4 days, 8:41:00, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3500, top5_acc: 0.5977, loss_cls: 2.9898, loss: 2.9898, grad_norm: 2.0461 2021-07-08 07:37:30,967 - mmaction - INFO - Epoch [39][1580/1879] lr: 9.466e-02, eta: 4 days, 8:40:36, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6129, loss_cls: 2.9651, loss: 2.9651, grad_norm: 2.0230 2021-07-08 07:37:48,430 - mmaction - INFO - Epoch [39][1600/1879] lr: 9.466e-02, eta: 4 days, 8:40:11, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3613, top5_acc: 0.5988, loss_cls: 2.9679, loss: 2.9679, grad_norm: 2.0154 2021-07-08 07:38:05,928 - mmaction - INFO - Epoch [39][1620/1879] lr: 9.466e-02, eta: 4 days, 8:39:48, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5996, loss_cls: 2.9918, loss: 2.9918, grad_norm: 2.0114 2021-07-08 07:38:23,429 - mmaction - INFO - Epoch [39][1640/1879] lr: 9.466e-02, eta: 4 days, 8:39:24, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6008, loss_cls: 3.0210, loss: 3.0210, grad_norm: 2.0445 2021-07-08 07:38:40,796 - mmaction - INFO - Epoch [39][1660/1879] lr: 9.466e-02, eta: 4 days, 8:38:59, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6172, loss_cls: 2.9065, loss: 2.9065, grad_norm: 2.0450 2021-07-08 07:38:58,276 - mmaction - INFO - Epoch [39][1680/1879] lr: 9.466e-02, eta: 4 days, 8:38:35, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6125, loss_cls: 2.9288, loss: 2.9288, grad_norm: 2.0404 2021-07-08 07:39:15,794 - mmaction - INFO - Epoch [39][1700/1879] lr: 9.466e-02, eta: 4 days, 8:38:12, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6055, loss_cls: 2.9233, loss: 2.9233, grad_norm: 2.0409 2021-07-08 07:39:33,253 - mmaction - INFO - Epoch [39][1720/1879] lr: 9.466e-02, eta: 4 days, 8:37:47, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3551, top5_acc: 0.5980, loss_cls: 2.9699, loss: 2.9699, grad_norm: 2.0315 2021-07-08 07:39:50,637 - mmaction - INFO - Epoch [39][1740/1879] lr: 9.466e-02, eta: 4 days, 8:37:23, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3719, top5_acc: 0.5941, loss_cls: 2.9268, loss: 2.9268, grad_norm: 2.0143 2021-07-08 07:40:08,174 - mmaction - INFO - Epoch [39][1760/1879] lr: 9.466e-02, eta: 4 days, 8:36:59, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3430, top5_acc: 0.6039, loss_cls: 2.9265, loss: 2.9265, grad_norm: 2.0191 2021-07-08 07:40:25,766 - mmaction - INFO - Epoch [39][1780/1879] lr: 9.466e-02, eta: 4 days, 8:36:36, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3469, top5_acc: 0.5992, loss_cls: 2.9746, loss: 2.9746, grad_norm: 2.0359 2021-07-08 07:40:43,179 - mmaction - INFO - Epoch [39][1800/1879] lr: 9.466e-02, eta: 4 days, 8:36:11, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6121, loss_cls: 2.9149, loss: 2.9149, grad_norm: 2.0356 2021-07-08 07:41:00,581 - mmaction - INFO - Epoch [39][1820/1879] lr: 9.466e-02, eta: 4 days, 8:35:47, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5914, loss_cls: 3.0064, loss: 3.0064, grad_norm: 2.0484 2021-07-08 07:41:18,028 - mmaction - INFO - Epoch [39][1840/1879] lr: 9.466e-02, eta: 4 days, 8:35:23, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6117, loss_cls: 2.9315, loss: 2.9315, grad_norm: 2.0520 2021-07-08 07:41:35,449 - mmaction - INFO - Epoch [39][1860/1879] lr: 9.466e-02, eta: 4 days, 8:34:59, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9274, loss: 2.9274, grad_norm: 2.0274 2021-07-08 07:44:09,160 - mmaction - INFO - Epoch [40][20/1879] lr: 9.438e-02, eta: 4 days, 8:43:28, time: 6.698, data_time: 5.411, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6363, loss_cls: 2.8392, loss: 2.8392, grad_norm: 2.0673 2021-07-08 07:44:26,416 - mmaction - INFO - Epoch [40][40/1879] lr: 9.438e-02, eta: 4 days, 8:43:02, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.3570, top5_acc: 0.5980, loss_cls: 2.9505, loss: 2.9505, grad_norm: 2.0911 2021-07-08 07:44:43,646 - mmaction - INFO - Epoch [40][60/1879] lr: 9.438e-02, eta: 4 days, 8:42:36, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6238, loss_cls: 2.9178, loss: 2.9178, grad_norm: 2.0635 2021-07-08 07:45:01,169 - mmaction - INFO - Epoch [40][80/1879] lr: 9.438e-02, eta: 4 days, 8:42:12, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6023, loss_cls: 2.9464, loss: 2.9464, grad_norm: 2.0336 2021-07-08 07:45:18,497 - mmaction - INFO - Epoch [40][100/1879] lr: 9.438e-02, eta: 4 days, 8:41:48, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6117, loss_cls: 2.9191, loss: 2.9191, grad_norm: 2.0453 2021-07-08 07:45:36,039 - mmaction - INFO - Epoch [40][120/1879] lr: 9.438e-02, eta: 4 days, 8:41:24, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6113, loss_cls: 2.9021, loss: 2.9021, grad_norm: 2.0127 2021-07-08 07:45:53,483 - mmaction - INFO - Epoch [40][140/1879] lr: 9.438e-02, eta: 4 days, 8:41:00, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6277, loss_cls: 2.8513, loss: 2.8513, grad_norm: 2.0613 2021-07-08 07:46:10,921 - mmaction - INFO - Epoch [40][160/1879] lr: 9.438e-02, eta: 4 days, 8:40:35, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6191, loss_cls: 2.8866, loss: 2.8866, grad_norm: 2.0339 2021-07-08 07:46:28,284 - mmaction - INFO - Epoch [40][180/1879] lr: 9.438e-02, eta: 4 days, 8:40:11, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6133, loss_cls: 2.8797, loss: 2.8797, grad_norm: 2.0589 2021-07-08 07:46:45,725 - mmaction - INFO - Epoch [40][200/1879] lr: 9.438e-02, eta: 4 days, 8:39:46, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6145, loss_cls: 2.8551, loss: 2.8551, grad_norm: 2.0485 2021-07-08 07:47:03,147 - mmaction - INFO - Epoch [40][220/1879] lr: 9.438e-02, eta: 4 days, 8:39:22, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6094, loss_cls: 2.9178, loss: 2.9178, grad_norm: 2.0886 2021-07-08 07:47:20,541 - mmaction - INFO - Epoch [40][240/1879] lr: 9.438e-02, eta: 4 days, 8:38:57, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3547, top5_acc: 0.5984, loss_cls: 2.9746, loss: 2.9746, grad_norm: 2.0230 2021-07-08 07:47:37,900 - mmaction - INFO - Epoch [40][260/1879] lr: 9.438e-02, eta: 4 days, 8:38:32, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6055, loss_cls: 2.9155, loss: 2.9155, grad_norm: 2.0329 2021-07-08 07:47:55,536 - mmaction - INFO - Epoch [40][280/1879] lr: 9.438e-02, eta: 4 days, 8:38:09, time: 0.882, data_time: 0.006, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6219, loss_cls: 2.8692, loss: 2.8692, grad_norm: 2.0698 2021-07-08 07:48:12,855 - mmaction - INFO - Epoch [40][300/1879] lr: 9.438e-02, eta: 4 days, 8:37:44, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6062, loss_cls: 2.9529, loss: 2.9529, grad_norm: 2.0324 2021-07-08 07:48:30,349 - mmaction - INFO - Epoch [40][320/1879] lr: 9.438e-02, eta: 4 days, 8:37:20, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3441, top5_acc: 0.5969, loss_cls: 3.0096, loss: 3.0096, grad_norm: 2.0552 2021-07-08 07:48:47,725 - mmaction - INFO - Epoch [40][340/1879] lr: 9.438e-02, eta: 4 days, 8:36:56, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6074, loss_cls: 2.9222, loss: 2.9222, grad_norm: 1.9982 2021-07-08 07:49:05,115 - mmaction - INFO - Epoch [40][360/1879] lr: 9.438e-02, eta: 4 days, 8:36:31, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6027, loss_cls: 2.9907, loss: 2.9907, grad_norm: 2.0717 2021-07-08 07:49:22,499 - mmaction - INFO - Epoch [40][380/1879] lr: 9.438e-02, eta: 4 days, 8:36:07, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6160, loss_cls: 2.8554, loss: 2.8554, grad_norm: 2.0221 2021-07-08 07:49:39,976 - mmaction - INFO - Epoch [40][400/1879] lr: 9.438e-02, eta: 4 days, 8:35:42, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6109, loss_cls: 2.8960, loss: 2.8960, grad_norm: 2.0806 2021-07-08 07:49:57,337 - mmaction - INFO - Epoch [40][420/1879] lr: 9.438e-02, eta: 4 days, 8:35:17, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6074, loss_cls: 2.9345, loss: 2.9345, grad_norm: 2.0199 2021-07-08 07:50:14,844 - mmaction - INFO - Epoch [40][440/1879] lr: 9.438e-02, eta: 4 days, 8:34:54, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6234, loss_cls: 2.8632, loss: 2.8632, grad_norm: 2.0493 2021-07-08 07:50:32,423 - mmaction - INFO - Epoch [40][460/1879] lr: 9.438e-02, eta: 4 days, 8:34:30, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6016, loss_cls: 2.9267, loss: 2.9267, grad_norm: 1.9987 2021-07-08 07:50:50,021 - mmaction - INFO - Epoch [40][480/1879] lr: 9.438e-02, eta: 4 days, 8:34:07, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6043, loss_cls: 2.9340, loss: 2.9340, grad_norm: 2.0103 2021-07-08 07:51:07,384 - mmaction - INFO - Epoch [40][500/1879] lr: 9.438e-02, eta: 4 days, 8:33:42, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6070, loss_cls: 2.9375, loss: 2.9375, grad_norm: 2.0545 2021-07-08 07:51:24,885 - mmaction - INFO - Epoch [40][520/1879] lr: 9.438e-02, eta: 4 days, 8:33:18, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6074, loss_cls: 2.9676, loss: 2.9676, grad_norm: 2.0228 2021-07-08 07:51:42,351 - mmaction - INFO - Epoch [40][540/1879] lr: 9.438e-02, eta: 4 days, 8:32:54, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6207, loss_cls: 2.8946, loss: 2.8946, grad_norm: 2.0183 2021-07-08 07:51:59,851 - mmaction - INFO - Epoch [40][560/1879] lr: 9.438e-02, eta: 4 days, 8:32:30, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6043, loss_cls: 2.9155, loss: 2.9155, grad_norm: 2.0423 2021-07-08 07:52:17,318 - mmaction - INFO - Epoch [40][580/1879] lr: 9.438e-02, eta: 4 days, 8:32:06, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6082, loss_cls: 2.9589, loss: 2.9589, grad_norm: 2.0677 2021-07-08 07:52:34,837 - mmaction - INFO - Epoch [40][600/1879] lr: 9.438e-02, eta: 4 days, 8:31:42, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6062, loss_cls: 2.9466, loss: 2.9466, grad_norm: 2.0290 2021-07-08 07:52:52,329 - mmaction - INFO - Epoch [40][620/1879] lr: 9.438e-02, eta: 4 days, 8:31:18, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6137, loss_cls: 2.8990, loss: 2.8990, grad_norm: 2.0178 2021-07-08 07:53:09,729 - mmaction - INFO - Epoch [40][640/1879] lr: 9.438e-02, eta: 4 days, 8:30:54, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3266, top5_acc: 0.5973, loss_cls: 3.0217, loss: 3.0217, grad_norm: 2.0695 2021-07-08 07:53:27,352 - mmaction - INFO - Epoch [40][660/1879] lr: 9.438e-02, eta: 4 days, 8:30:31, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6078, loss_cls: 2.9733, loss: 2.9733, grad_norm: 2.0468 2021-07-08 07:53:44,760 - mmaction - INFO - Epoch [40][680/1879] lr: 9.438e-02, eta: 4 days, 8:30:06, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6316, loss_cls: 2.8668, loss: 2.8668, grad_norm: 2.0598 2021-07-08 07:54:02,307 - mmaction - INFO - Epoch [40][700/1879] lr: 9.438e-02, eta: 4 days, 8:29:43, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6262, loss_cls: 2.8538, loss: 2.8538, grad_norm: 2.0603 2021-07-08 07:54:19,687 - mmaction - INFO - Epoch [40][720/1879] lr: 9.438e-02, eta: 4 days, 8:29:18, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3320, top5_acc: 0.5984, loss_cls: 3.0113, loss: 3.0113, grad_norm: 2.0655 2021-07-08 07:54:37,180 - mmaction - INFO - Epoch [40][740/1879] lr: 9.438e-02, eta: 4 days, 8:28:54, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6027, loss_cls: 2.9493, loss: 2.9493, grad_norm: 2.0116 2021-07-08 07:54:54,726 - mmaction - INFO - Epoch [40][760/1879] lr: 9.438e-02, eta: 4 days, 8:28:30, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3414, top5_acc: 0.5906, loss_cls: 3.0102, loss: 3.0102, grad_norm: 2.0750 2021-07-08 07:55:12,449 - mmaction - INFO - Epoch [40][780/1879] lr: 9.438e-02, eta: 4 days, 8:28:07, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.3473, top5_acc: 0.5965, loss_cls: 2.9940, loss: 2.9940, grad_norm: 2.0643 2021-07-08 07:55:29,877 - mmaction - INFO - Epoch [40][800/1879] lr: 9.438e-02, eta: 4 days, 8:27:43, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6055, loss_cls: 2.9298, loss: 2.9298, grad_norm: 1.9925 2021-07-08 07:55:47,360 - mmaction - INFO - Epoch [40][820/1879] lr: 9.438e-02, eta: 4 days, 8:27:20, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6094, loss_cls: 2.8871, loss: 2.8871, grad_norm: 2.0391 2021-07-08 07:56:04,840 - mmaction - INFO - Epoch [40][840/1879] lr: 9.438e-02, eta: 4 days, 8:26:56, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3563, top5_acc: 0.5988, loss_cls: 2.9323, loss: 2.9323, grad_norm: 1.9821 2021-07-08 07:56:22,317 - mmaction - INFO - Epoch [40][860/1879] lr: 9.438e-02, eta: 4 days, 8:26:32, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3484, top5_acc: 0.5973, loss_cls: 2.9653, loss: 2.9653, grad_norm: 2.0277 2021-07-08 07:56:39,753 - mmaction - INFO - Epoch [40][880/1879] lr: 9.438e-02, eta: 4 days, 8:26:07, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6043, loss_cls: 2.9216, loss: 2.9216, grad_norm: 2.0453 2021-07-08 07:56:57,190 - mmaction - INFO - Epoch [40][900/1879] lr: 9.438e-02, eta: 4 days, 8:25:43, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6020, loss_cls: 2.8991, loss: 2.8991, grad_norm: 2.0621 2021-07-08 07:57:14,684 - mmaction - INFO - Epoch [40][920/1879] lr: 9.438e-02, eta: 4 days, 8:25:19, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6051, loss_cls: 2.9433, loss: 2.9433, grad_norm: 2.0236 2021-07-08 07:57:32,232 - mmaction - INFO - Epoch [40][940/1879] lr: 9.438e-02, eta: 4 days, 8:24:56, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5836, loss_cls: 3.0418, loss: 3.0418, grad_norm: 2.0843 2021-07-08 07:57:49,736 - mmaction - INFO - Epoch [40][960/1879] lr: 9.438e-02, eta: 4 days, 8:24:32, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6215, loss_cls: 2.8856, loss: 2.8856, grad_norm: 2.0308 2021-07-08 07:58:07,206 - mmaction - INFO - Epoch [40][980/1879] lr: 9.438e-02, eta: 4 days, 8:24:08, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3383, top5_acc: 0.6129, loss_cls: 2.9015, loss: 2.9015, grad_norm: 2.0747 2021-07-08 07:58:24,750 - mmaction - INFO - Epoch [40][1000/1879] lr: 9.438e-02, eta: 4 days, 8:23:44, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6094, loss_cls: 2.8947, loss: 2.8947, grad_norm: 2.0383 2021-07-08 07:58:42,251 - mmaction - INFO - Epoch [40][1020/1879] lr: 9.438e-02, eta: 4 days, 8:23:20, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3598, top5_acc: 0.5953, loss_cls: 2.9451, loss: 2.9451, grad_norm: 2.0134 2021-07-08 07:58:59,809 - mmaction - INFO - Epoch [40][1040/1879] lr: 9.438e-02, eta: 4 days, 8:22:57, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6266, loss_cls: 2.9100, loss: 2.9100, grad_norm: 2.0009 2021-07-08 07:59:17,435 - mmaction - INFO - Epoch [40][1060/1879] lr: 9.438e-02, eta: 4 days, 8:22:34, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5992, loss_cls: 2.9763, loss: 2.9763, grad_norm: 2.0660 2021-07-08 07:59:34,912 - mmaction - INFO - Epoch [40][1080/1879] lr: 9.438e-02, eta: 4 days, 8:22:10, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3492, top5_acc: 0.5984, loss_cls: 2.9836, loss: 2.9836, grad_norm: 2.0652 2021-07-08 07:59:52,349 - mmaction - INFO - Epoch [40][1100/1879] lr: 9.438e-02, eta: 4 days, 8:21:45, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3531, top5_acc: 0.5984, loss_cls: 2.9237, loss: 2.9237, grad_norm: 2.0488 2021-07-08 08:00:09,929 - mmaction - INFO - Epoch [40][1120/1879] lr: 9.438e-02, eta: 4 days, 8:21:22, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5980, loss_cls: 2.9542, loss: 2.9542, grad_norm: 2.0573 2021-07-08 08:00:27,486 - mmaction - INFO - Epoch [40][1140/1879] lr: 9.438e-02, eta: 4 days, 8:20:59, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3438, top5_acc: 0.6039, loss_cls: 2.9489, loss: 2.9489, grad_norm: 2.0390 2021-07-08 08:00:44,969 - mmaction - INFO - Epoch [40][1160/1879] lr: 9.438e-02, eta: 4 days, 8:20:35, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6047, loss_cls: 2.9199, loss: 2.9199, grad_norm: 2.0346 2021-07-08 08:01:02,450 - mmaction - INFO - Epoch [40][1180/1879] lr: 9.438e-02, eta: 4 days, 8:20:11, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3465, top5_acc: 0.5891, loss_cls: 2.9934, loss: 2.9934, grad_norm: 2.0808 2021-07-08 08:01:19,958 - mmaction - INFO - Epoch [40][1200/1879] lr: 9.438e-02, eta: 4 days, 8:19:47, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6121, loss_cls: 2.8910, loss: 2.8910, grad_norm: 2.0462 2021-07-08 08:01:37,405 - mmaction - INFO - Epoch [40][1220/1879] lr: 9.438e-02, eta: 4 days, 8:19:23, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3402, top5_acc: 0.6043, loss_cls: 2.9978, loss: 2.9978, grad_norm: 2.0771 2021-07-08 08:01:54,847 - mmaction - INFO - Epoch [40][1240/1879] lr: 9.438e-02, eta: 4 days, 8:18:59, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6203, loss_cls: 2.9238, loss: 2.9238, grad_norm: 2.0235 2021-07-08 08:02:12,430 - mmaction - INFO - Epoch [40][1260/1879] lr: 9.438e-02, eta: 4 days, 8:18:35, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3520, top5_acc: 0.5957, loss_cls: 3.0297, loss: 3.0297, grad_norm: 2.0233 2021-07-08 08:02:29,994 - mmaction - INFO - Epoch [40][1280/1879] lr: 9.438e-02, eta: 4 days, 8:18:12, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6164, loss_cls: 2.8989, loss: 2.8989, grad_norm: 1.9895 2021-07-08 08:02:47,411 - mmaction - INFO - Epoch [40][1300/1879] lr: 9.438e-02, eta: 4 days, 8:17:48, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5980, loss_cls: 2.9789, loss: 2.9789, grad_norm: 2.0412 2021-07-08 08:03:04,869 - mmaction - INFO - Epoch [40][1320/1879] lr: 9.438e-02, eta: 4 days, 8:17:24, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6141, loss_cls: 2.9300, loss: 2.9300, grad_norm: 2.0811 2021-07-08 08:03:22,347 - mmaction - INFO - Epoch [40][1340/1879] lr: 9.438e-02, eta: 4 days, 8:17:00, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6141, loss_cls: 2.8893, loss: 2.8893, grad_norm: 2.0166 2021-07-08 08:03:39,828 - mmaction - INFO - Epoch [40][1360/1879] lr: 9.438e-02, eta: 4 days, 8:16:36, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3352, top5_acc: 0.6023, loss_cls: 2.9544, loss: 2.9544, grad_norm: 2.0426 2021-07-08 08:03:57,341 - mmaction - INFO - Epoch [40][1380/1879] lr: 9.438e-02, eta: 4 days, 8:16:12, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6121, loss_cls: 2.9618, loss: 2.9618, grad_norm: 2.0315 2021-07-08 08:04:14,887 - mmaction - INFO - Epoch [40][1400/1879] lr: 9.438e-02, eta: 4 days, 8:15:49, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3457, top5_acc: 0.6020, loss_cls: 2.9834, loss: 2.9834, grad_norm: 2.0192 2021-07-08 08:04:32,306 - mmaction - INFO - Epoch [40][1420/1879] lr: 9.438e-02, eta: 4 days, 8:15:25, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6230, loss_cls: 2.8366, loss: 2.8366, grad_norm: 2.0029 2021-07-08 08:04:49,820 - mmaction - INFO - Epoch [40][1440/1879] lr: 9.438e-02, eta: 4 days, 8:15:01, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6012, loss_cls: 2.9613, loss: 2.9613, grad_norm: 2.0067 2021-07-08 08:05:07,450 - mmaction - INFO - Epoch [40][1460/1879] lr: 9.438e-02, eta: 4 days, 8:14:38, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6121, loss_cls: 2.8892, loss: 2.8892, grad_norm: 2.0026 2021-07-08 08:05:24,802 - mmaction - INFO - Epoch [40][1480/1879] lr: 9.438e-02, eta: 4 days, 8:14:13, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6055, loss_cls: 2.9079, loss: 2.9079, grad_norm: 2.0558 2021-07-08 08:05:42,337 - mmaction - INFO - Epoch [40][1500/1879] lr: 9.438e-02, eta: 4 days, 8:13:50, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6121, loss_cls: 2.9131, loss: 2.9131, grad_norm: 2.0833 2021-07-08 08:05:59,745 - mmaction - INFO - Epoch [40][1520/1879] lr: 9.438e-02, eta: 4 days, 8:13:25, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5930, loss_cls: 3.0252, loss: 3.0252, grad_norm: 2.0845 2021-07-08 08:06:17,183 - mmaction - INFO - Epoch [40][1540/1879] lr: 9.438e-02, eta: 4 days, 8:13:01, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6285, loss_cls: 2.8784, loss: 2.8784, grad_norm: 2.0059 2021-07-08 08:06:34,775 - mmaction - INFO - Epoch [40][1560/1879] lr: 9.438e-02, eta: 4 days, 8:12:38, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3504, top5_acc: 0.5980, loss_cls: 2.9570, loss: 2.9570, grad_norm: 2.0641 2021-07-08 08:06:52,241 - mmaction - INFO - Epoch [40][1580/1879] lr: 9.438e-02, eta: 4 days, 8:12:14, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3563, top5_acc: 0.5980, loss_cls: 2.9372, loss: 2.9372, grad_norm: 2.0522 2021-07-08 08:07:09,609 - mmaction - INFO - Epoch [40][1600/1879] lr: 9.438e-02, eta: 4 days, 8:11:50, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5980, loss_cls: 2.9934, loss: 2.9934, grad_norm: 2.0481 2021-07-08 08:07:27,016 - mmaction - INFO - Epoch [40][1620/1879] lr: 9.438e-02, eta: 4 days, 8:11:25, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3453, top5_acc: 0.6148, loss_cls: 2.9543, loss: 2.9543, grad_norm: 2.0353 2021-07-08 08:07:44,456 - mmaction - INFO - Epoch [40][1640/1879] lr: 9.438e-02, eta: 4 days, 8:11:01, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3371, top5_acc: 0.5945, loss_cls: 2.9967, loss: 2.9967, grad_norm: 2.0086 2021-07-08 08:08:01,937 - mmaction - INFO - Epoch [40][1660/1879] lr: 9.438e-02, eta: 4 days, 8:10:37, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3445, top5_acc: 0.6113, loss_cls: 2.9465, loss: 2.9465, grad_norm: 2.0494 2021-07-08 08:08:19,443 - mmaction - INFO - Epoch [40][1680/1879] lr: 9.438e-02, eta: 4 days, 8:10:14, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6039, loss_cls: 2.9629, loss: 2.9629, grad_norm: 2.0328 2021-07-08 08:08:36,914 - mmaction - INFO - Epoch [40][1700/1879] lr: 9.438e-02, eta: 4 days, 8:09:50, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6031, loss_cls: 2.9572, loss: 2.9572, grad_norm: 2.0492 2021-07-08 08:08:54,420 - mmaction - INFO - Epoch [40][1720/1879] lr: 9.438e-02, eta: 4 days, 8:09:26, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6012, loss_cls: 2.9537, loss: 2.9537, grad_norm: 1.9686 2021-07-08 08:09:11,849 - mmaction - INFO - Epoch [40][1740/1879] lr: 9.438e-02, eta: 4 days, 8:09:02, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6066, loss_cls: 2.9505, loss: 2.9505, grad_norm: 2.0342 2021-07-08 08:09:29,192 - mmaction - INFO - Epoch [40][1760/1879] lr: 9.438e-02, eta: 4 days, 8:08:38, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6062, loss_cls: 2.9806, loss: 2.9806, grad_norm: 2.0684 2021-07-08 08:09:46,670 - mmaction - INFO - Epoch [40][1780/1879] lr: 9.438e-02, eta: 4 days, 8:08:14, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3457, top5_acc: 0.5973, loss_cls: 2.9679, loss: 2.9679, grad_norm: 2.0213 2021-07-08 08:10:04,079 - mmaction - INFO - Epoch [40][1800/1879] lr: 9.438e-02, eta: 4 days, 8:07:50, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3422, top5_acc: 0.6047, loss_cls: 2.9303, loss: 2.9303, grad_norm: 1.9989 2021-07-08 08:10:21,709 - mmaction - INFO - Epoch [40][1820/1879] lr: 9.438e-02, eta: 4 days, 8:07:27, time: 0.881, data_time: 0.001, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5898, loss_cls: 2.9742, loss: 2.9742, grad_norm: 2.0671 2021-07-08 08:10:39,112 - mmaction - INFO - Epoch [40][1840/1879] lr: 9.438e-02, eta: 4 days, 8:07:02, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6086, loss_cls: 2.9363, loss: 2.9363, grad_norm: 2.0073 2021-07-08 08:10:56,537 - mmaction - INFO - Epoch [40][1860/1879] lr: 9.438e-02, eta: 4 days, 8:06:38, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6137, loss_cls: 2.8734, loss: 2.8734, grad_norm: 2.0453 2021-07-08 08:15:09,408 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 08:15:10,232 - mmaction - INFO - top1_acc 0.3997 top5_acc 0.6740 2021-07-08 08:15:10,232 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 08:15:10,315 - mmaction - INFO - mean_acc 0.3994 2021-07-08 08:15:10,321 - mmaction - INFO - Saving checkpoint at 40 epochs 2021-07-08 08:15:11,488 - mmaction - INFO - Epoch(val) [40][155] top1_acc: 0.3997, top5_acc: 0.6740, mean_class_accuracy: 0.3994 2021-07-08 08:16:45,580 - mmaction - INFO - Epoch [41][20/1879] lr: 9.410e-02, eta: 4 days, 8:11:15, time: 4.702, data_time: 3.406, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6191, loss_cls: 2.8532, loss: 2.8532, grad_norm: 2.0150 2021-07-08 08:17:02,806 - mmaction - INFO - Epoch [41][40/1879] lr: 9.410e-02, eta: 4 days, 8:10:50, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6273, loss_cls: 2.8601, loss: 2.8601, grad_norm: 2.0626 2021-07-08 08:17:19,959 - mmaction - INFO - Epoch [41][60/1879] lr: 9.410e-02, eta: 4 days, 8:10:24, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6055, loss_cls: 2.9509, loss: 2.9509, grad_norm: 2.0780 2021-07-08 08:17:37,210 - mmaction - INFO - Epoch [41][80/1879] lr: 9.410e-02, eta: 4 days, 8:09:59, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6023, loss_cls: 2.9263, loss: 2.9263, grad_norm: 2.0119 2021-07-08 08:17:54,544 - mmaction - INFO - Epoch [41][100/1879] lr: 9.410e-02, eta: 4 days, 8:09:35, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6102, loss_cls: 2.9337, loss: 2.9337, grad_norm: 2.0336 2021-07-08 08:18:11,956 - mmaction - INFO - Epoch [41][120/1879] lr: 9.410e-02, eta: 4 days, 8:09:10, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3445, top5_acc: 0.6012, loss_cls: 2.9707, loss: 2.9707, grad_norm: 2.0905 2021-07-08 08:18:29,309 - mmaction - INFO - Epoch [41][140/1879] lr: 9.410e-02, eta: 4 days, 8:08:46, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6215, loss_cls: 2.8647, loss: 2.8647, grad_norm: 2.0719 2021-07-08 08:18:46,661 - mmaction - INFO - Epoch [41][160/1879] lr: 9.410e-02, eta: 4 days, 8:08:21, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6051, loss_cls: 2.9212, loss: 2.9212, grad_norm: 2.0463 2021-07-08 08:19:04,067 - mmaction - INFO - Epoch [41][180/1879] lr: 9.410e-02, eta: 4 days, 8:07:57, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6191, loss_cls: 2.8725, loss: 2.8725, grad_norm: 2.0142 2021-07-08 08:19:21,406 - mmaction - INFO - Epoch [41][200/1879] lr: 9.410e-02, eta: 4 days, 8:07:32, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6117, loss_cls: 2.9046, loss: 2.9046, grad_norm: 2.0528 2021-07-08 08:19:38,815 - mmaction - INFO - Epoch [41][220/1879] lr: 9.410e-02, eta: 4 days, 8:07:08, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6156, loss_cls: 2.9173, loss: 2.9173, grad_norm: 2.1021 2021-07-08 08:19:56,167 - mmaction - INFO - Epoch [41][240/1879] lr: 9.410e-02, eta: 4 days, 8:06:43, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3438, top5_acc: 0.5922, loss_cls: 2.9926, loss: 2.9926, grad_norm: 2.0520 2021-07-08 08:20:13,595 - mmaction - INFO - Epoch [41][260/1879] lr: 9.410e-02, eta: 4 days, 8:06:19, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3520, top5_acc: 0.5910, loss_cls: 2.9530, loss: 2.9530, grad_norm: 2.0513 2021-07-08 08:20:30,993 - mmaction - INFO - Epoch [41][280/1879] lr: 9.410e-02, eta: 4 days, 8:05:55, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3508, top5_acc: 0.6020, loss_cls: 2.9724, loss: 2.9724, grad_norm: 2.0732 2021-07-08 08:20:48,376 - mmaction - INFO - Epoch [41][300/1879] lr: 9.410e-02, eta: 4 days, 8:05:31, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6066, loss_cls: 2.9482, loss: 2.9482, grad_norm: 2.0179 2021-07-08 08:21:06,062 - mmaction - INFO - Epoch [41][320/1879] lr: 9.410e-02, eta: 4 days, 8:05:08, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6016, loss_cls: 2.9002, loss: 2.9002, grad_norm: 2.0734 2021-07-08 08:21:23,574 - mmaction - INFO - Epoch [41][340/1879] lr: 9.410e-02, eta: 4 days, 8:04:44, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6211, loss_cls: 2.8901, loss: 2.8901, grad_norm: 2.1102 2021-07-08 08:21:41,019 - mmaction - INFO - Epoch [41][360/1879] lr: 9.410e-02, eta: 4 days, 8:04:20, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6066, loss_cls: 2.9325, loss: 2.9325, grad_norm: 2.0954 2021-07-08 08:21:58,510 - mmaction - INFO - Epoch [41][380/1879] lr: 9.410e-02, eta: 4 days, 8:03:56, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6117, loss_cls: 2.8984, loss: 2.8984, grad_norm: 2.0119 2021-07-08 08:22:16,015 - mmaction - INFO - Epoch [41][400/1879] lr: 9.410e-02, eta: 4 days, 8:03:33, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6340, loss_cls: 2.8356, loss: 2.8356, grad_norm: 2.0674 2021-07-08 08:22:33,311 - mmaction - INFO - Epoch [41][420/1879] lr: 9.410e-02, eta: 4 days, 8:03:08, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3301, top5_acc: 0.5918, loss_cls: 3.0377, loss: 3.0377, grad_norm: 2.0894 2021-07-08 08:22:50,702 - mmaction - INFO - Epoch [41][440/1879] lr: 9.410e-02, eta: 4 days, 8:02:43, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6164, loss_cls: 2.8849, loss: 2.8849, grad_norm: 2.0420 2021-07-08 08:23:08,218 - mmaction - INFO - Epoch [41][460/1879] lr: 9.410e-02, eta: 4 days, 8:02:20, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6180, loss_cls: 2.9091, loss: 2.9091, grad_norm: 2.0125 2021-07-08 08:23:25,842 - mmaction - INFO - Epoch [41][480/1879] lr: 9.410e-02, eta: 4 days, 8:01:57, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3395, top5_acc: 0.6078, loss_cls: 2.9510, loss: 2.9510, grad_norm: 2.0697 2021-07-08 08:23:43,293 - mmaction - INFO - Epoch [41][500/1879] lr: 9.410e-02, eta: 4 days, 8:01:33, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6148, loss_cls: 2.9011, loss: 2.9011, grad_norm: 2.0289 2021-07-08 08:24:00,719 - mmaction - INFO - Epoch [41][520/1879] lr: 9.410e-02, eta: 4 days, 8:01:09, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6254, loss_cls: 2.8563, loss: 2.8563, grad_norm: 2.0393 2021-07-08 08:24:18,156 - mmaction - INFO - Epoch [41][540/1879] lr: 9.410e-02, eta: 4 days, 8:00:45, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6012, loss_cls: 2.9559, loss: 2.9559, grad_norm: 2.1235 2021-07-08 08:24:35,659 - mmaction - INFO - Epoch [41][560/1879] lr: 9.410e-02, eta: 4 days, 8:00:21, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6160, loss_cls: 2.9230, loss: 2.9230, grad_norm: 2.0639 2021-07-08 08:24:53,095 - mmaction - INFO - Epoch [41][580/1879] lr: 9.410e-02, eta: 4 days, 7:59:57, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6129, loss_cls: 2.9474, loss: 2.9474, grad_norm: 2.0746 2021-07-08 08:25:10,458 - mmaction - INFO - Epoch [41][600/1879] lr: 9.410e-02, eta: 4 days, 7:59:33, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6250, loss_cls: 2.8499, loss: 2.8499, grad_norm: 2.0157 2021-07-08 08:25:27,885 - mmaction - INFO - Epoch [41][620/1879] lr: 9.410e-02, eta: 4 days, 7:59:08, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3434, top5_acc: 0.6043, loss_cls: 2.9550, loss: 2.9550, grad_norm: 2.0480 2021-07-08 08:25:45,203 - mmaction - INFO - Epoch [41][640/1879] lr: 9.410e-02, eta: 4 days, 7:58:44, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6117, loss_cls: 2.9084, loss: 2.9084, grad_norm: 2.0527 2021-07-08 08:26:02,780 - mmaction - INFO - Epoch [41][660/1879] lr: 9.410e-02, eta: 4 days, 7:58:21, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6082, loss_cls: 2.9261, loss: 2.9261, grad_norm: 2.0589 2021-07-08 08:26:20,147 - mmaction - INFO - Epoch [41][680/1879] lr: 9.410e-02, eta: 4 days, 7:57:56, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6109, loss_cls: 2.9321, loss: 2.9321, grad_norm: 2.0577 2021-07-08 08:26:37,520 - mmaction - INFO - Epoch [41][700/1879] lr: 9.410e-02, eta: 4 days, 7:57:32, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6062, loss_cls: 2.9738, loss: 2.9738, grad_norm: 2.0245 2021-07-08 08:26:55,072 - mmaction - INFO - Epoch [41][720/1879] lr: 9.410e-02, eta: 4 days, 7:57:08, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6070, loss_cls: 2.9471, loss: 2.9471, grad_norm: 2.0378 2021-07-08 08:27:12,526 - mmaction - INFO - Epoch [41][740/1879] lr: 9.410e-02, eta: 4 days, 7:56:44, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3500, top5_acc: 0.5992, loss_cls: 2.9594, loss: 2.9594, grad_norm: 2.0560 2021-07-08 08:27:30,036 - mmaction - INFO - Epoch [41][760/1879] lr: 9.410e-02, eta: 4 days, 7:56:21, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6207, loss_cls: 2.8541, loss: 2.8541, grad_norm: 2.0076 2021-07-08 08:27:47,518 - mmaction - INFO - Epoch [41][780/1879] lr: 9.410e-02, eta: 4 days, 7:55:57, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6059, loss_cls: 2.9330, loss: 2.9330, grad_norm: 2.0441 2021-07-08 08:28:04,981 - mmaction - INFO - Epoch [41][800/1879] lr: 9.410e-02, eta: 4 days, 7:55:33, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6184, loss_cls: 2.9277, loss: 2.9277, grad_norm: 2.0400 2021-07-08 08:28:22,578 - mmaction - INFO - Epoch [41][820/1879] lr: 9.410e-02, eta: 4 days, 7:55:10, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5906, loss_cls: 3.0019, loss: 3.0019, grad_norm: 2.0597 2021-07-08 08:28:39,975 - mmaction - INFO - Epoch [41][840/1879] lr: 9.410e-02, eta: 4 days, 7:54:46, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3352, top5_acc: 0.5988, loss_cls: 2.9402, loss: 2.9402, grad_norm: 2.0260 2021-07-08 08:28:57,488 - mmaction - INFO - Epoch [41][860/1879] lr: 9.410e-02, eta: 4 days, 7:54:22, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6027, loss_cls: 2.9580, loss: 2.9580, grad_norm: 2.0789 2021-07-08 08:29:14,906 - mmaction - INFO - Epoch [41][880/1879] lr: 9.410e-02, eta: 4 days, 7:53:58, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6164, loss_cls: 2.8894, loss: 2.8894, grad_norm: 2.0128 2021-07-08 08:29:32,415 - mmaction - INFO - Epoch [41][900/1879] lr: 9.410e-02, eta: 4 days, 7:53:35, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6246, loss_cls: 2.8591, loss: 2.8591, grad_norm: 2.0254 2021-07-08 08:29:49,806 - mmaction - INFO - Epoch [41][920/1879] lr: 9.410e-02, eta: 4 days, 7:53:10, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6082, loss_cls: 2.9574, loss: 2.9574, grad_norm: 2.0410 2021-07-08 08:30:07,343 - mmaction - INFO - Epoch [41][940/1879] lr: 9.410e-02, eta: 4 days, 7:52:47, time: 0.878, data_time: 0.007, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6051, loss_cls: 2.9234, loss: 2.9234, grad_norm: 2.0902 2021-07-08 08:30:24,776 - mmaction - INFO - Epoch [41][960/1879] lr: 9.410e-02, eta: 4 days, 7:52:23, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3508, top5_acc: 0.5906, loss_cls: 3.0263, loss: 3.0263, grad_norm: 2.1083 2021-07-08 08:30:42,296 - mmaction - INFO - Epoch [41][980/1879] lr: 9.410e-02, eta: 4 days, 7:51:59, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6062, loss_cls: 2.9722, loss: 2.9722, grad_norm: 2.0394 2021-07-08 08:30:59,671 - mmaction - INFO - Epoch [41][1000/1879] lr: 9.410e-02, eta: 4 days, 7:51:35, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3516, top5_acc: 0.5977, loss_cls: 2.9491, loss: 2.9491, grad_norm: 2.0588 2021-07-08 08:31:17,197 - mmaction - INFO - Epoch [41][1020/1879] lr: 9.410e-02, eta: 4 days, 7:51:12, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3590, top5_acc: 0.5969, loss_cls: 2.9547, loss: 2.9547, grad_norm: 1.9935 2021-07-08 08:31:34,674 - mmaction - INFO - Epoch [41][1040/1879] lr: 9.410e-02, eta: 4 days, 7:50:48, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6051, loss_cls: 2.9014, loss: 2.9014, grad_norm: 2.0331 2021-07-08 08:31:52,097 - mmaction - INFO - Epoch [41][1060/1879] lr: 9.410e-02, eta: 4 days, 7:50:24, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6262, loss_cls: 2.8425, loss: 2.8425, grad_norm: 2.1148 2021-07-08 08:32:09,617 - mmaction - INFO - Epoch [41][1080/1879] lr: 9.410e-02, eta: 4 days, 7:50:01, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6043, loss_cls: 2.9300, loss: 2.9300, grad_norm: 2.0781 2021-07-08 08:32:27,196 - mmaction - INFO - Epoch [41][1100/1879] lr: 9.410e-02, eta: 4 days, 7:49:37, time: 0.879, data_time: 0.001, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6273, loss_cls: 2.9063, loss: 2.9063, grad_norm: 2.0777 2021-07-08 08:32:44,594 - mmaction - INFO - Epoch [41][1120/1879] lr: 9.410e-02, eta: 4 days, 7:49:13, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3441, top5_acc: 0.6113, loss_cls: 2.9089, loss: 2.9089, grad_norm: 2.0634 2021-07-08 08:33:02,103 - mmaction - INFO - Epoch [41][1140/1879] lr: 9.410e-02, eta: 4 days, 7:48:49, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3340, top5_acc: 0.5914, loss_cls: 3.0026, loss: 3.0026, grad_norm: 2.0486 2021-07-08 08:33:19,509 - mmaction - INFO - Epoch [41][1160/1879] lr: 9.410e-02, eta: 4 days, 7:48:25, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6172, loss_cls: 2.8894, loss: 2.8894, grad_norm: 1.9828 2021-07-08 08:33:37,052 - mmaction - INFO - Epoch [41][1180/1879] lr: 9.410e-02, eta: 4 days, 7:48:02, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6188, loss_cls: 2.8877, loss: 2.8877, grad_norm: 2.0310 2021-07-08 08:33:54,566 - mmaction - INFO - Epoch [41][1200/1879] lr: 9.410e-02, eta: 4 days, 7:47:39, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6129, loss_cls: 2.9339, loss: 2.9339, grad_norm: 2.0482 2021-07-08 08:34:11,991 - mmaction - INFO - Epoch [41][1220/1879] lr: 9.410e-02, eta: 4 days, 7:47:15, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3316, top5_acc: 0.5934, loss_cls: 3.0178, loss: 3.0178, grad_norm: 2.0238 2021-07-08 08:34:29,490 - mmaction - INFO - Epoch [41][1240/1879] lr: 9.410e-02, eta: 4 days, 7:46:51, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6137, loss_cls: 2.8955, loss: 2.8955, grad_norm: 2.0438 2021-07-08 08:34:46,939 - mmaction - INFO - Epoch [41][1260/1879] lr: 9.410e-02, eta: 4 days, 7:46:27, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5938, loss_cls: 2.9815, loss: 2.9815, grad_norm: 2.0315 2021-07-08 08:35:04,505 - mmaction - INFO - Epoch [41][1280/1879] lr: 9.410e-02, eta: 4 days, 7:46:04, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6043, loss_cls: 2.9632, loss: 2.9632, grad_norm: 2.0318 2021-07-08 08:35:21,976 - mmaction - INFO - Epoch [41][1300/1879] lr: 9.410e-02, eta: 4 days, 7:45:40, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3453, top5_acc: 0.6016, loss_cls: 2.9847, loss: 2.9847, grad_norm: 2.0299 2021-07-08 08:35:39,405 - mmaction - INFO - Epoch [41][1320/1879] lr: 9.410e-02, eta: 4 days, 7:45:16, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6074, loss_cls: 2.9234, loss: 2.9234, grad_norm: 2.0258 2021-07-08 08:35:56,801 - mmaction - INFO - Epoch [41][1340/1879] lr: 9.410e-02, eta: 4 days, 7:44:52, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6137, loss_cls: 2.9210, loss: 2.9210, grad_norm: 2.0591 2021-07-08 08:36:14,276 - mmaction - INFO - Epoch [41][1360/1879] lr: 9.410e-02, eta: 4 days, 7:44:28, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6328, loss_cls: 2.8881, loss: 2.8881, grad_norm: 2.0066 2021-07-08 08:36:31,733 - mmaction - INFO - Epoch [41][1380/1879] lr: 9.410e-02, eta: 4 days, 7:44:04, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6148, loss_cls: 2.8744, loss: 2.8744, grad_norm: 1.9863 2021-07-08 08:36:49,216 - mmaction - INFO - Epoch [41][1400/1879] lr: 9.410e-02, eta: 4 days, 7:43:41, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6207, loss_cls: 2.8882, loss: 2.8882, grad_norm: 2.0402 2021-07-08 08:37:06,578 - mmaction - INFO - Epoch [41][1420/1879] lr: 9.410e-02, eta: 4 days, 7:43:17, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6062, loss_cls: 2.8669, loss: 2.8669, grad_norm: 2.0543 2021-07-08 08:37:23,928 - mmaction - INFO - Epoch [41][1440/1879] lr: 9.410e-02, eta: 4 days, 7:42:52, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6098, loss_cls: 2.9539, loss: 2.9539, grad_norm: 2.1057 2021-07-08 08:37:41,380 - mmaction - INFO - Epoch [41][1460/1879] lr: 9.410e-02, eta: 4 days, 7:42:28, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3555, top5_acc: 0.5965, loss_cls: 2.9602, loss: 2.9602, grad_norm: 2.0365 2021-07-08 08:37:58,951 - mmaction - INFO - Epoch [41][1480/1879] lr: 9.410e-02, eta: 4 days, 7:42:05, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6250, loss_cls: 2.8713, loss: 2.8713, grad_norm: 2.0617 2021-07-08 08:38:16,397 - mmaction - INFO - Epoch [41][1500/1879] lr: 9.410e-02, eta: 4 days, 7:41:41, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6223, loss_cls: 2.8805, loss: 2.8805, grad_norm: 2.0747 2021-07-08 08:38:33,855 - mmaction - INFO - Epoch [41][1520/1879] lr: 9.410e-02, eta: 4 days, 7:41:18, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6008, loss_cls: 2.9801, loss: 2.9801, grad_norm: 2.0464 2021-07-08 08:38:51,245 - mmaction - INFO - Epoch [41][1540/1879] lr: 9.410e-02, eta: 4 days, 7:40:54, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6121, loss_cls: 2.9008, loss: 2.9008, grad_norm: 2.0379 2021-07-08 08:39:08,743 - mmaction - INFO - Epoch [41][1560/1879] lr: 9.410e-02, eta: 4 days, 7:40:30, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6156, loss_cls: 2.9515, loss: 2.9515, grad_norm: 1.9993 2021-07-08 08:39:26,280 - mmaction - INFO - Epoch [41][1580/1879] lr: 9.410e-02, eta: 4 days, 7:40:07, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6168, loss_cls: 2.8864, loss: 2.8864, grad_norm: 2.0001 2021-07-08 08:39:43,834 - mmaction - INFO - Epoch [41][1600/1879] lr: 9.410e-02, eta: 4 days, 7:39:44, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3465, top5_acc: 0.6105, loss_cls: 2.9217, loss: 2.9217, grad_norm: 2.0644 2021-07-08 08:40:01,211 - mmaction - INFO - Epoch [41][1620/1879] lr: 9.410e-02, eta: 4 days, 7:39:19, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6133, loss_cls: 2.8866, loss: 2.8866, grad_norm: 2.0714 2021-07-08 08:40:18,709 - mmaction - INFO - Epoch [41][1640/1879] lr: 9.410e-02, eta: 4 days, 7:38:56, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3508, top5_acc: 0.6152, loss_cls: 2.9090, loss: 2.9090, grad_norm: 2.0221 2021-07-08 08:40:36,202 - mmaction - INFO - Epoch [41][1660/1879] lr: 9.410e-02, eta: 4 days, 7:38:32, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6117, loss_cls: 2.9240, loss: 2.9240, grad_norm: 2.0976 2021-07-08 08:40:53,559 - mmaction - INFO - Epoch [41][1680/1879] lr: 9.410e-02, eta: 4 days, 7:38:08, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3488, top5_acc: 0.5992, loss_cls: 2.9931, loss: 2.9931, grad_norm: 2.0663 2021-07-08 08:41:10,949 - mmaction - INFO - Epoch [41][1700/1879] lr: 9.410e-02, eta: 4 days, 7:37:44, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6109, loss_cls: 2.8996, loss: 2.8996, grad_norm: 2.0629 2021-07-08 08:41:28,406 - mmaction - INFO - Epoch [41][1720/1879] lr: 9.410e-02, eta: 4 days, 7:37:20, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6027, loss_cls: 2.9181, loss: 2.9181, grad_norm: 1.9911 2021-07-08 08:41:45,836 - mmaction - INFO - Epoch [41][1740/1879] lr: 9.410e-02, eta: 4 days, 7:36:56, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3453, top5_acc: 0.6098, loss_cls: 2.9277, loss: 2.9277, grad_norm: 2.0708 2021-07-08 08:42:03,325 - mmaction - INFO - Epoch [41][1760/1879] lr: 9.410e-02, eta: 4 days, 7:36:32, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3508, top5_acc: 0.5984, loss_cls: 2.9477, loss: 2.9477, grad_norm: 1.9912 2021-07-08 08:42:20,752 - mmaction - INFO - Epoch [41][1780/1879] lr: 9.410e-02, eta: 4 days, 7:36:09, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3711, top5_acc: 0.5957, loss_cls: 2.9440, loss: 2.9440, grad_norm: 2.0609 2021-07-08 08:42:38,223 - mmaction - INFO - Epoch [41][1800/1879] lr: 9.410e-02, eta: 4 days, 7:35:45, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6188, loss_cls: 2.8637, loss: 2.8637, grad_norm: 2.0402 2021-07-08 08:42:55,674 - mmaction - INFO - Epoch [41][1820/1879] lr: 9.410e-02, eta: 4 days, 7:35:21, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6117, loss_cls: 2.9212, loss: 2.9212, grad_norm: 2.1027 2021-07-08 08:43:13,068 - mmaction - INFO - Epoch [41][1840/1879] lr: 9.410e-02, eta: 4 days, 7:34:57, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6062, loss_cls: 2.8793, loss: 2.8793, grad_norm: 2.0469 2021-07-08 08:43:30,428 - mmaction - INFO - Epoch [41][1860/1879] lr: 9.410e-02, eta: 4 days, 7:34:33, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6191, loss_cls: 2.8991, loss: 2.8991, grad_norm: 2.0767 2021-07-08 08:46:17,064 - mmaction - INFO - Epoch [42][20/1879] lr: 9.380e-02, eta: 4 days, 7:43:14, time: 7.112, data_time: 6.110, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6219, loss_cls: 2.8458, loss: 2.8458, grad_norm: 2.0565 2021-07-08 08:46:34,230 - mmaction - INFO - Epoch [42][40/1879] lr: 9.380e-02, eta: 4 days, 7:42:49, time: 0.859, data_time: 0.007, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6137, loss_cls: 2.9196, loss: 2.9196, grad_norm: 2.0721 2021-07-08 08:46:51,365 - mmaction - INFO - Epoch [42][60/1879] lr: 9.380e-02, eta: 4 days, 7:42:23, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6203, loss_cls: 2.8294, loss: 2.8294, grad_norm: 2.0131 2021-07-08 08:47:08,638 - mmaction - INFO - Epoch [42][80/1879] lr: 9.380e-02, eta: 4 days, 7:41:58, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6121, loss_cls: 2.8563, loss: 2.8563, grad_norm: 2.0119 2021-07-08 08:47:26,098 - mmaction - INFO - Epoch [42][100/1879] lr: 9.380e-02, eta: 4 days, 7:41:34, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6195, loss_cls: 2.8209, loss: 2.8209, grad_norm: 2.0434 2021-07-08 08:47:43,479 - mmaction - INFO - Epoch [42][120/1879] lr: 9.380e-02, eta: 4 days, 7:41:10, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6270, loss_cls: 2.8777, loss: 2.8777, grad_norm: 2.0753 2021-07-08 08:48:00,951 - mmaction - INFO - Epoch [42][140/1879] lr: 9.380e-02, eta: 4 days, 7:40:46, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3574, top5_acc: 0.5953, loss_cls: 2.9574, loss: 2.9574, grad_norm: 2.0447 2021-07-08 08:48:18,516 - mmaction - INFO - Epoch [42][160/1879] lr: 9.380e-02, eta: 4 days, 7:40:23, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6148, loss_cls: 2.9168, loss: 2.9168, grad_norm: 2.0251 2021-07-08 08:48:35,967 - mmaction - INFO - Epoch [42][180/1879] lr: 9.380e-02, eta: 4 days, 7:39:59, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3559, top5_acc: 0.5926, loss_cls: 2.9547, loss: 2.9547, grad_norm: 2.0696 2021-07-08 08:48:53,348 - mmaction - INFO - Epoch [42][200/1879] lr: 9.380e-02, eta: 4 days, 7:39:35, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6145, loss_cls: 2.8919, loss: 2.8919, grad_norm: 2.1099 2021-07-08 08:49:10,810 - mmaction - INFO - Epoch [42][220/1879] lr: 9.380e-02, eta: 4 days, 7:39:11, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6105, loss_cls: 2.8922, loss: 2.8922, grad_norm: 2.0582 2021-07-08 08:49:28,146 - mmaction - INFO - Epoch [42][240/1879] lr: 9.380e-02, eta: 4 days, 7:38:46, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6152, loss_cls: 2.9396, loss: 2.9396, grad_norm: 2.0860 2021-07-08 08:49:45,504 - mmaction - INFO - Epoch [42][260/1879] lr: 9.380e-02, eta: 4 days, 7:38:22, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6047, loss_cls: 2.9090, loss: 2.9090, grad_norm: 2.0616 2021-07-08 08:50:03,434 - mmaction - INFO - Epoch [42][280/1879] lr: 9.380e-02, eta: 4 days, 7:38:01, time: 0.896, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.8364, loss: 2.8364, grad_norm: 2.0689 2021-07-08 08:50:20,740 - mmaction - INFO - Epoch [42][300/1879] lr: 9.380e-02, eta: 4 days, 7:37:36, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3496, top5_acc: 0.5918, loss_cls: 2.9599, loss: 2.9599, grad_norm: 2.0462 2021-07-08 08:50:38,170 - mmaction - INFO - Epoch [42][320/1879] lr: 9.380e-02, eta: 4 days, 7:37:12, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3480, top5_acc: 0.6027, loss_cls: 2.9441, loss: 2.9441, grad_norm: 2.0089 2021-07-08 08:50:55,729 - mmaction - INFO - Epoch [42][340/1879] lr: 9.380e-02, eta: 4 days, 7:36:49, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6199, loss_cls: 2.9050, loss: 2.9050, grad_norm: 2.0618 2021-07-08 08:51:13,146 - mmaction - INFO - Epoch [42][360/1879] lr: 9.380e-02, eta: 4 days, 7:36:25, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6105, loss_cls: 2.8692, loss: 2.8692, grad_norm: 2.0476 2021-07-08 08:51:30,405 - mmaction - INFO - Epoch [42][380/1879] lr: 9.380e-02, eta: 4 days, 7:36:00, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6230, loss_cls: 2.9053, loss: 2.9053, grad_norm: 2.0850 2021-07-08 08:51:47,983 - mmaction - INFO - Epoch [42][400/1879] lr: 9.380e-02, eta: 4 days, 7:35:37, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6109, loss_cls: 2.8938, loss: 2.8938, grad_norm: 2.0512 2021-07-08 08:52:05,418 - mmaction - INFO - Epoch [42][420/1879] lr: 9.380e-02, eta: 4 days, 7:35:13, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6117, loss_cls: 2.9165, loss: 2.9165, grad_norm: 2.0519 2021-07-08 08:52:22,932 - mmaction - INFO - Epoch [42][440/1879] lr: 9.380e-02, eta: 4 days, 7:34:49, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6105, loss_cls: 2.9195, loss: 2.9195, grad_norm: 2.0591 2021-07-08 08:52:40,375 - mmaction - INFO - Epoch [42][460/1879] lr: 9.380e-02, eta: 4 days, 7:34:25, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3488, top5_acc: 0.5973, loss_cls: 2.9498, loss: 2.9498, grad_norm: 2.0835 2021-07-08 08:52:57,943 - mmaction - INFO - Epoch [42][480/1879] lr: 9.380e-02, eta: 4 days, 7:34:02, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3406, top5_acc: 0.6016, loss_cls: 2.9893, loss: 2.9893, grad_norm: 2.0555 2021-07-08 08:53:15,255 - mmaction - INFO - Epoch [42][500/1879] lr: 9.380e-02, eta: 4 days, 7:33:38, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6289, loss_cls: 2.8677, loss: 2.8677, grad_norm: 1.9911 2021-07-08 08:53:32,777 - mmaction - INFO - Epoch [42][520/1879] lr: 9.380e-02, eta: 4 days, 7:33:14, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6164, loss_cls: 2.8491, loss: 2.8491, grad_norm: 2.0823 2021-07-08 08:53:50,302 - mmaction - INFO - Epoch [42][540/1879] lr: 9.380e-02, eta: 4 days, 7:32:51, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3504, top5_acc: 0.5949, loss_cls: 2.9643, loss: 2.9643, grad_norm: 2.0690 2021-07-08 08:54:07,733 - mmaction - INFO - Epoch [42][560/1879] lr: 9.380e-02, eta: 4 days, 7:32:27, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6047, loss_cls: 2.9235, loss: 2.9235, grad_norm: 2.0298 2021-07-08 08:54:25,211 - mmaction - INFO - Epoch [42][580/1879] lr: 9.380e-02, eta: 4 days, 7:32:03, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6039, loss_cls: 2.9211, loss: 2.9211, grad_norm: 2.0437 2021-07-08 08:54:42,533 - mmaction - INFO - Epoch [42][600/1879] lr: 9.380e-02, eta: 4 days, 7:31:39, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5949, loss_cls: 2.9773, loss: 2.9773, grad_norm: 2.0614 2021-07-08 08:55:00,026 - mmaction - INFO - Epoch [42][620/1879] lr: 9.380e-02, eta: 4 days, 7:31:15, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6051, loss_cls: 2.9427, loss: 2.9427, grad_norm: 2.0119 2021-07-08 08:55:17,379 - mmaction - INFO - Epoch [42][640/1879] lr: 9.380e-02, eta: 4 days, 7:30:51, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5945, loss_cls: 2.9844, loss: 2.9844, grad_norm: 2.0240 2021-07-08 08:55:34,966 - mmaction - INFO - Epoch [42][660/1879] lr: 9.380e-02, eta: 4 days, 7:30:27, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6078, loss_cls: 2.9208, loss: 2.9208, grad_norm: 2.0390 2021-07-08 08:55:52,334 - mmaction - INFO - Epoch [42][680/1879] lr: 9.380e-02, eta: 4 days, 7:30:03, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6262, loss_cls: 2.8345, loss: 2.8345, grad_norm: 2.0463 2021-07-08 08:56:09,858 - mmaction - INFO - Epoch [42][700/1879] lr: 9.380e-02, eta: 4 days, 7:29:40, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6094, loss_cls: 2.9199, loss: 2.9199, grad_norm: 2.0694 2021-07-08 08:56:27,400 - mmaction - INFO - Epoch [42][720/1879] lr: 9.380e-02, eta: 4 days, 7:29:16, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6219, loss_cls: 2.9039, loss: 2.9039, grad_norm: 2.0348 2021-07-08 08:56:44,884 - mmaction - INFO - Epoch [42][740/1879] lr: 9.380e-02, eta: 4 days, 7:28:53, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6059, loss_cls: 2.9078, loss: 2.9078, grad_norm: 1.9712 2021-07-08 08:57:02,342 - mmaction - INFO - Epoch [42][760/1879] lr: 9.380e-02, eta: 4 days, 7:28:29, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6141, loss_cls: 2.9031, loss: 2.9031, grad_norm: 2.0403 2021-07-08 08:57:19,783 - mmaction - INFO - Epoch [42][780/1879] lr: 9.380e-02, eta: 4 days, 7:28:05, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6031, loss_cls: 2.9049, loss: 2.9049, grad_norm: 2.0984 2021-07-08 08:57:37,214 - mmaction - INFO - Epoch [42][800/1879] lr: 9.380e-02, eta: 4 days, 7:27:41, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5883, loss_cls: 2.9923, loss: 2.9923, grad_norm: 2.0920 2021-07-08 08:57:54,656 - mmaction - INFO - Epoch [42][820/1879] lr: 9.380e-02, eta: 4 days, 7:27:18, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6227, loss_cls: 2.8364, loss: 2.8364, grad_norm: 2.0167 2021-07-08 08:58:12,112 - mmaction - INFO - Epoch [42][840/1879] lr: 9.380e-02, eta: 4 days, 7:26:54, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3461, top5_acc: 0.5941, loss_cls: 3.0077, loss: 3.0077, grad_norm: 2.0373 2021-07-08 08:58:29,561 - mmaction - INFO - Epoch [42][860/1879] lr: 9.380e-02, eta: 4 days, 7:26:30, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6102, loss_cls: 2.9147, loss: 2.9147, grad_norm: 2.0488 2021-07-08 08:58:47,041 - mmaction - INFO - Epoch [42][880/1879] lr: 9.380e-02, eta: 4 days, 7:26:06, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6086, loss_cls: 2.9154, loss: 2.9154, grad_norm: 2.0212 2021-07-08 08:59:04,458 - mmaction - INFO - Epoch [42][900/1879] lr: 9.380e-02, eta: 4 days, 7:25:42, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3531, top5_acc: 0.5988, loss_cls: 2.9685, loss: 2.9685, grad_norm: 2.0583 2021-07-08 08:59:21,935 - mmaction - INFO - Epoch [42][920/1879] lr: 9.380e-02, eta: 4 days, 7:25:19, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6137, loss_cls: 2.8880, loss: 2.8880, grad_norm: 2.0029 2021-07-08 08:59:39,433 - mmaction - INFO - Epoch [42][940/1879] lr: 9.380e-02, eta: 4 days, 7:24:55, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6117, loss_cls: 2.9368, loss: 2.9368, grad_norm: 2.0766 2021-07-08 08:59:56,772 - mmaction - INFO - Epoch [42][960/1879] lr: 9.380e-02, eta: 4 days, 7:24:31, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6262, loss_cls: 2.8553, loss: 2.8553, grad_norm: 2.0260 2021-07-08 09:00:14,288 - mmaction - INFO - Epoch [42][980/1879] lr: 9.380e-02, eta: 4 days, 7:24:08, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6004, loss_cls: 2.9596, loss: 2.9596, grad_norm: 2.0208 2021-07-08 09:00:31,751 - mmaction - INFO - Epoch [42][1000/1879] lr: 9.380e-02, eta: 4 days, 7:23:44, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6285, loss_cls: 2.9070, loss: 2.9070, grad_norm: 2.0693 2021-07-08 09:00:49,357 - mmaction - INFO - Epoch [42][1020/1879] lr: 9.380e-02, eta: 4 days, 7:23:21, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6078, loss_cls: 2.9164, loss: 2.9164, grad_norm: 2.1007 2021-07-08 09:01:06,813 - mmaction - INFO - Epoch [42][1040/1879] lr: 9.380e-02, eta: 4 days, 7:22:57, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6098, loss_cls: 2.9187, loss: 2.9187, grad_norm: 2.0385 2021-07-08 09:01:24,223 - mmaction - INFO - Epoch [42][1060/1879] lr: 9.380e-02, eta: 4 days, 7:22:33, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3516, top5_acc: 0.5953, loss_cls: 2.9760, loss: 2.9760, grad_norm: 2.0457 2021-07-08 09:01:41,630 - mmaction - INFO - Epoch [42][1080/1879] lr: 9.380e-02, eta: 4 days, 7:22:09, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6074, loss_cls: 2.9120, loss: 2.9120, grad_norm: 2.0760 2021-07-08 09:01:59,117 - mmaction - INFO - Epoch [42][1100/1879] lr: 9.380e-02, eta: 4 days, 7:21:46, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3395, top5_acc: 0.5984, loss_cls: 2.9594, loss: 2.9594, grad_norm: 2.0609 2021-07-08 09:02:16,777 - mmaction - INFO - Epoch [42][1120/1879] lr: 9.380e-02, eta: 4 days, 7:21:23, time: 0.885, data_time: 0.004, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6000, loss_cls: 2.9495, loss: 2.9495, grad_norm: 2.0551 2021-07-08 09:02:34,183 - mmaction - INFO - Epoch [42][1140/1879] lr: 9.380e-02, eta: 4 days, 7:20:59, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3508, top5_acc: 0.6117, loss_cls: 2.9116, loss: 2.9116, grad_norm: 2.0965 2021-07-08 09:02:51,696 - mmaction - INFO - Epoch [42][1160/1879] lr: 9.380e-02, eta: 4 days, 7:20:36, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6184, loss_cls: 2.8777, loss: 2.8777, grad_norm: 2.0355 2021-07-08 09:03:09,199 - mmaction - INFO - Epoch [42][1180/1879] lr: 9.380e-02, eta: 4 days, 7:20:12, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6223, loss_cls: 2.8541, loss: 2.8541, grad_norm: 2.0429 2021-07-08 09:03:26,686 - mmaction - INFO - Epoch [42][1200/1879] lr: 9.380e-02, eta: 4 days, 7:19:49, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6281, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.0184 2021-07-08 09:03:44,089 - mmaction - INFO - Epoch [42][1220/1879] lr: 9.380e-02, eta: 4 days, 7:19:25, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6355, loss_cls: 2.8367, loss: 2.8367, grad_norm: 2.0666 2021-07-08 09:04:01,416 - mmaction - INFO - Epoch [42][1240/1879] lr: 9.380e-02, eta: 4 days, 7:19:00, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6004, loss_cls: 2.9508, loss: 2.9508, grad_norm: 2.0683 2021-07-08 09:04:18,978 - mmaction - INFO - Epoch [42][1260/1879] lr: 9.380e-02, eta: 4 days, 7:18:37, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6066, loss_cls: 2.8980, loss: 2.8980, grad_norm: 2.0165 2021-07-08 09:04:36,454 - mmaction - INFO - Epoch [42][1280/1879] lr: 9.380e-02, eta: 4 days, 7:18:14, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6211, loss_cls: 2.8414, loss: 2.8414, grad_norm: 2.0623 2021-07-08 09:04:53,919 - mmaction - INFO - Epoch [42][1300/1879] lr: 9.380e-02, eta: 4 days, 7:17:50, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6305, loss_cls: 2.8590, loss: 2.8590, grad_norm: 2.0956 2021-07-08 09:05:11,425 - mmaction - INFO - Epoch [42][1320/1879] lr: 9.380e-02, eta: 4 days, 7:17:26, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6215, loss_cls: 2.8725, loss: 2.8725, grad_norm: 2.0680 2021-07-08 09:05:28,856 - mmaction - INFO - Epoch [42][1340/1879] lr: 9.380e-02, eta: 4 days, 7:17:03, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6184, loss_cls: 2.8569, loss: 2.8569, grad_norm: 2.0907 2021-07-08 09:05:46,303 - mmaction - INFO - Epoch [42][1360/1879] lr: 9.380e-02, eta: 4 days, 7:16:39, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3480, top5_acc: 0.6137, loss_cls: 2.8783, loss: 2.8783, grad_norm: 2.1145 2021-07-08 09:06:03,781 - mmaction - INFO - Epoch [42][1380/1879] lr: 9.380e-02, eta: 4 days, 7:16:15, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6180, loss_cls: 2.8857, loss: 2.8857, grad_norm: 2.0482 2021-07-08 09:06:21,303 - mmaction - INFO - Epoch [42][1400/1879] lr: 9.380e-02, eta: 4 days, 7:15:52, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6027, loss_cls: 2.9537, loss: 2.9537, grad_norm: 2.1068 2021-07-08 09:06:38,727 - mmaction - INFO - Epoch [42][1420/1879] lr: 9.380e-02, eta: 4 days, 7:15:28, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6051, loss_cls: 2.9367, loss: 2.9367, grad_norm: 2.0327 2021-07-08 09:06:56,156 - mmaction - INFO - Epoch [42][1440/1879] lr: 9.380e-02, eta: 4 days, 7:15:05, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6078, loss_cls: 2.9079, loss: 2.9079, grad_norm: 2.0534 2021-07-08 09:07:13,628 - mmaction - INFO - Epoch [42][1460/1879] lr: 9.380e-02, eta: 4 days, 7:14:41, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6078, loss_cls: 2.9369, loss: 2.9369, grad_norm: 2.0437 2021-07-08 09:07:31,051 - mmaction - INFO - Epoch [42][1480/1879] lr: 9.380e-02, eta: 4 days, 7:14:17, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6035, loss_cls: 2.9656, loss: 2.9656, grad_norm: 2.0145 2021-07-08 09:07:48,524 - mmaction - INFO - Epoch [42][1500/1879] lr: 9.380e-02, eta: 4 days, 7:13:54, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6113, loss_cls: 2.9398, loss: 2.9398, grad_norm: 2.0950 2021-07-08 09:08:05,850 - mmaction - INFO - Epoch [42][1520/1879] lr: 9.380e-02, eta: 4 days, 7:13:29, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6035, loss_cls: 2.9625, loss: 2.9625, grad_norm: 2.0449 2021-07-08 09:08:23,365 - mmaction - INFO - Epoch [42][1540/1879] lr: 9.380e-02, eta: 4 days, 7:13:06, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6141, loss_cls: 2.9184, loss: 2.9184, grad_norm: 2.0066 2021-07-08 09:08:40,857 - mmaction - INFO - Epoch [42][1560/1879] lr: 9.380e-02, eta: 4 days, 7:12:42, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6082, loss_cls: 2.9554, loss: 2.9554, grad_norm: 2.0735 2021-07-08 09:08:58,365 - mmaction - INFO - Epoch [42][1580/1879] lr: 9.380e-02, eta: 4 days, 7:12:19, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3453, top5_acc: 0.5992, loss_cls: 2.9606, loss: 2.9606, grad_norm: 2.0462 2021-07-08 09:09:15,861 - mmaction - INFO - Epoch [42][1600/1879] lr: 9.380e-02, eta: 4 days, 7:11:56, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6113, loss_cls: 2.9511, loss: 2.9511, grad_norm: 2.0543 2021-07-08 09:09:33,301 - mmaction - INFO - Epoch [42][1620/1879] lr: 9.380e-02, eta: 4 days, 7:11:32, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3449, top5_acc: 0.6082, loss_cls: 2.9029, loss: 2.9029, grad_norm: 2.0853 2021-07-08 09:09:50,649 - mmaction - INFO - Epoch [42][1640/1879] lr: 9.380e-02, eta: 4 days, 7:11:08, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6223, loss_cls: 2.8242, loss: 2.8242, grad_norm: 2.0114 2021-07-08 09:10:08,178 - mmaction - INFO - Epoch [42][1660/1879] lr: 9.380e-02, eta: 4 days, 7:10:45, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3473, top5_acc: 0.6016, loss_cls: 2.9084, loss: 2.9084, grad_norm: 2.0645 2021-07-08 09:10:25,565 - mmaction - INFO - Epoch [42][1680/1879] lr: 9.380e-02, eta: 4 days, 7:10:21, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6074, loss_cls: 2.8974, loss: 2.8974, grad_norm: 2.0778 2021-07-08 09:10:43,138 - mmaction - INFO - Epoch [42][1700/1879] lr: 9.380e-02, eta: 4 days, 7:09:57, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3535, top5_acc: 0.5895, loss_cls: 2.9496, loss: 2.9496, grad_norm: 2.0860 2021-07-08 09:11:00,630 - mmaction - INFO - Epoch [42][1720/1879] lr: 9.380e-02, eta: 4 days, 7:09:34, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6203, loss_cls: 2.9029, loss: 2.9029, grad_norm: 2.0565 2021-07-08 09:11:18,038 - mmaction - INFO - Epoch [42][1740/1879] lr: 9.380e-02, eta: 4 days, 7:09:10, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6082, loss_cls: 2.9585, loss: 2.9585, grad_norm: 2.0290 2021-07-08 09:11:35,529 - mmaction - INFO - Epoch [42][1760/1879] lr: 9.380e-02, eta: 4 days, 7:08:47, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6363, loss_cls: 2.8048, loss: 2.8048, grad_norm: 2.0354 2021-07-08 09:11:53,036 - mmaction - INFO - Epoch [42][1780/1879] lr: 9.380e-02, eta: 4 days, 7:08:23, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3543, top5_acc: 0.5988, loss_cls: 2.9477, loss: 2.9477, grad_norm: 2.0216 2021-07-08 09:12:10,416 - mmaction - INFO - Epoch [42][1800/1879] lr: 9.380e-02, eta: 4 days, 7:07:59, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3563, top5_acc: 0.5945, loss_cls: 2.9515, loss: 2.9515, grad_norm: 2.0122 2021-07-08 09:12:27,956 - mmaction - INFO - Epoch [42][1820/1879] lr: 9.380e-02, eta: 4 days, 7:07:36, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6168, loss_cls: 2.8686, loss: 2.8686, grad_norm: 2.0226 2021-07-08 09:12:45,479 - mmaction - INFO - Epoch [42][1840/1879] lr: 9.380e-02, eta: 4 days, 7:07:13, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6035, loss_cls: 2.9654, loss: 2.9654, grad_norm: 2.0859 2021-07-08 09:13:02,879 - mmaction - INFO - Epoch [42][1860/1879] lr: 9.380e-02, eta: 4 days, 7:06:49, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6242, loss_cls: 2.8425, loss: 2.8425, grad_norm: 1.9921 2021-07-08 09:15:46,362 - mmaction - INFO - Epoch [43][20/1879] lr: 9.350e-02, eta: 4 days, 7:14:44, time: 6.815, data_time: 5.918, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6176, loss_cls: 2.8797, loss: 2.8797, grad_norm: 2.0696 2021-07-08 09:16:03,479 - mmaction - INFO - Epoch [43][40/1879] lr: 9.350e-02, eta: 4 days, 7:14:18, time: 0.855, data_time: 0.005, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6195, loss_cls: 2.8686, loss: 2.8686, grad_norm: 2.0323 2021-07-08 09:16:20,746 - mmaction - INFO - Epoch [43][60/1879] lr: 9.350e-02, eta: 4 days, 7:13:54, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6043, loss_cls: 2.8988, loss: 2.8988, grad_norm: 2.0535 2021-07-08 09:16:38,002 - mmaction - INFO - Epoch [43][80/1879] lr: 9.350e-02, eta: 4 days, 7:13:29, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6172, loss_cls: 2.9054, loss: 2.9054, grad_norm: 2.0239 2021-07-08 09:16:55,394 - mmaction - INFO - Epoch [43][100/1879] lr: 9.350e-02, eta: 4 days, 7:13:05, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6207, loss_cls: 2.8592, loss: 2.8592, grad_norm: 2.0385 2021-07-08 09:17:12,896 - mmaction - INFO - Epoch [43][120/1879] lr: 9.350e-02, eta: 4 days, 7:12:42, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6105, loss_cls: 2.9150, loss: 2.9150, grad_norm: 2.0535 2021-07-08 09:17:30,457 - mmaction - INFO - Epoch [43][140/1879] lr: 9.350e-02, eta: 4 days, 7:12:18, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6117, loss_cls: 2.8823, loss: 2.8823, grad_norm: 2.0574 2021-07-08 09:17:48,017 - mmaction - INFO - Epoch [43][160/1879] lr: 9.350e-02, eta: 4 days, 7:11:55, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6238, loss_cls: 2.8401, loss: 2.8401, grad_norm: 2.0151 2021-07-08 09:18:05,590 - mmaction - INFO - Epoch [43][180/1879] lr: 9.350e-02, eta: 4 days, 7:11:32, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6234, loss_cls: 2.8594, loss: 2.8594, grad_norm: 2.0402 2021-07-08 09:18:23,042 - mmaction - INFO - Epoch [43][200/1879] lr: 9.350e-02, eta: 4 days, 7:11:08, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6199, loss_cls: 2.8931, loss: 2.8931, grad_norm: 2.0940 2021-07-08 09:18:40,715 - mmaction - INFO - Epoch [43][220/1879] lr: 9.350e-02, eta: 4 days, 7:10:46, time: 0.885, data_time: 0.002, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6137, loss_cls: 2.9100, loss: 2.9100, grad_norm: 2.0734 2021-07-08 09:18:58,465 - mmaction - INFO - Epoch [43][240/1879] lr: 9.350e-02, eta: 4 days, 7:10:24, time: 0.887, data_time: 0.003, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6145, loss_cls: 2.8835, loss: 2.8835, grad_norm: 2.0501 2021-07-08 09:19:15,840 - mmaction - INFO - Epoch [43][260/1879] lr: 9.350e-02, eta: 4 days, 7:09:59, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6105, loss_cls: 2.8872, loss: 2.8872, grad_norm: 2.0481 2021-07-08 09:19:33,391 - mmaction - INFO - Epoch [43][280/1879] lr: 9.350e-02, eta: 4 days, 7:09:36, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6262, loss_cls: 2.8247, loss: 2.8247, grad_norm: 2.0592 2021-07-08 09:19:50,827 - mmaction - INFO - Epoch [43][300/1879] lr: 9.350e-02, eta: 4 days, 7:09:12, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6137, loss_cls: 2.8928, loss: 2.8928, grad_norm: 2.1006 2021-07-08 09:20:08,504 - mmaction - INFO - Epoch [43][320/1879] lr: 9.350e-02, eta: 4 days, 7:08:50, time: 0.885, data_time: 0.004, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6230, loss_cls: 2.8554, loss: 2.8554, grad_norm: 2.0745 2021-07-08 09:20:26,051 - mmaction - INFO - Epoch [43][340/1879] lr: 9.350e-02, eta: 4 days, 7:08:27, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6371, loss_cls: 2.8046, loss: 2.8046, grad_norm: 2.1019 2021-07-08 09:20:43,419 - mmaction - INFO - Epoch [43][360/1879] lr: 9.350e-02, eta: 4 days, 7:08:02, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6113, loss_cls: 2.8778, loss: 2.8778, grad_norm: 2.1023 2021-07-08 09:21:00,849 - mmaction - INFO - Epoch [43][380/1879] lr: 9.350e-02, eta: 4 days, 7:07:39, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6039, loss_cls: 2.9398, loss: 2.9398, grad_norm: 2.0553 2021-07-08 09:21:18,246 - mmaction - INFO - Epoch [43][400/1879] lr: 9.350e-02, eta: 4 days, 7:07:14, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3508, top5_acc: 0.6004, loss_cls: 2.9208, loss: 2.9208, grad_norm: 2.0586 2021-07-08 09:21:35,763 - mmaction - INFO - Epoch [43][420/1879] lr: 9.350e-02, eta: 4 days, 7:06:51, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6102, loss_cls: 2.9126, loss: 2.9126, grad_norm: 2.0570 2021-07-08 09:21:53,277 - mmaction - INFO - Epoch [43][440/1879] lr: 9.350e-02, eta: 4 days, 7:06:28, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6160, loss_cls: 2.9037, loss: 2.9037, grad_norm: 1.9807 2021-07-08 09:22:10,706 - mmaction - INFO - Epoch [43][460/1879] lr: 9.350e-02, eta: 4 days, 7:06:04, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3516, top5_acc: 0.5988, loss_cls: 2.9296, loss: 2.9296, grad_norm: 2.0039 2021-07-08 09:22:28,149 - mmaction - INFO - Epoch [43][480/1879] lr: 9.350e-02, eta: 4 days, 7:05:40, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6152, loss_cls: 2.9246, loss: 2.9246, grad_norm: 2.0568 2021-07-08 09:22:45,591 - mmaction - INFO - Epoch [43][500/1879] lr: 9.350e-02, eta: 4 days, 7:05:16, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6125, loss_cls: 2.9229, loss: 2.9229, grad_norm: 2.1222 2021-07-08 09:23:03,070 - mmaction - INFO - Epoch [43][520/1879] lr: 9.350e-02, eta: 4 days, 7:04:53, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6129, loss_cls: 2.8848, loss: 2.8848, grad_norm: 2.0364 2021-07-08 09:23:20,508 - mmaction - INFO - Epoch [43][540/1879] lr: 9.350e-02, eta: 4 days, 7:04:29, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6125, loss_cls: 2.8484, loss: 2.8484, grad_norm: 2.0272 2021-07-08 09:23:37,910 - mmaction - INFO - Epoch [43][560/1879] lr: 9.350e-02, eta: 4 days, 7:04:05, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6277, loss_cls: 2.8108, loss: 2.8108, grad_norm: 2.0319 2021-07-08 09:23:55,455 - mmaction - INFO - Epoch [43][580/1879] lr: 9.350e-02, eta: 4 days, 7:03:42, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6285, loss_cls: 2.8721, loss: 2.8721, grad_norm: 2.0446 2021-07-08 09:24:12,892 - mmaction - INFO - Epoch [43][600/1879] lr: 9.350e-02, eta: 4 days, 7:03:18, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6023, loss_cls: 2.9554, loss: 2.9554, grad_norm: 2.0260 2021-07-08 09:24:30,426 - mmaction - INFO - Epoch [43][620/1879] lr: 9.350e-02, eta: 4 days, 7:02:55, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6219, loss_cls: 2.8737, loss: 2.8737, grad_norm: 2.0482 2021-07-08 09:24:47,885 - mmaction - INFO - Epoch [43][640/1879] lr: 9.350e-02, eta: 4 days, 7:02:31, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6039, loss_cls: 2.9149, loss: 2.9149, grad_norm: 1.9990 2021-07-08 09:25:05,443 - mmaction - INFO - Epoch [43][660/1879] lr: 9.350e-02, eta: 4 days, 7:02:08, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6098, loss_cls: 2.9089, loss: 2.9089, grad_norm: 2.1090 2021-07-08 09:25:22,891 - mmaction - INFO - Epoch [43][680/1879] lr: 9.350e-02, eta: 4 days, 7:01:45, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6070, loss_cls: 2.9148, loss: 2.9148, grad_norm: 2.1020 2021-07-08 09:25:40,406 - mmaction - INFO - Epoch [43][700/1879] lr: 9.350e-02, eta: 4 days, 7:01:21, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3445, top5_acc: 0.5973, loss_cls: 2.9824, loss: 2.9824, grad_norm: 2.0797 2021-07-08 09:25:57,997 - mmaction - INFO - Epoch [43][720/1879] lr: 9.350e-02, eta: 4 days, 7:00:58, time: 0.882, data_time: 0.009, memory: 6462, top1_acc: 0.3566, top5_acc: 0.5949, loss_cls: 2.9247, loss: 2.9247, grad_norm: 2.0369 2021-07-08 09:26:15,541 - mmaction - INFO - Epoch [43][740/1879] lr: 9.350e-02, eta: 4 days, 7:00:35, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3520, top5_acc: 0.5988, loss_cls: 2.9697, loss: 2.9697, grad_norm: 2.0586 2021-07-08 09:26:33,017 - mmaction - INFO - Epoch [43][760/1879] lr: 9.350e-02, eta: 4 days, 7:00:12, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6211, loss_cls: 2.8751, loss: 2.8751, grad_norm: 2.0616 2021-07-08 09:26:50,547 - mmaction - INFO - Epoch [43][780/1879] lr: 9.350e-02, eta: 4 days, 6:59:48, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6207, loss_cls: 2.8710, loss: 2.8710, grad_norm: 2.0804 2021-07-08 09:27:08,051 - mmaction - INFO - Epoch [43][800/1879] lr: 9.350e-02, eta: 4 days, 6:59:25, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6293, loss_cls: 2.8400, loss: 2.8400, grad_norm: 2.0167 2021-07-08 09:27:25,487 - mmaction - INFO - Epoch [43][820/1879] lr: 9.350e-02, eta: 4 days, 6:59:01, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6156, loss_cls: 2.9186, loss: 2.9186, grad_norm: 2.0564 2021-07-08 09:27:43,039 - mmaction - INFO - Epoch [43][840/1879] lr: 9.350e-02, eta: 4 days, 6:58:38, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6109, loss_cls: 2.8786, loss: 2.8786, grad_norm: 2.0555 2021-07-08 09:28:00,693 - mmaction - INFO - Epoch [43][860/1879] lr: 9.350e-02, eta: 4 days, 6:58:15, time: 0.884, data_time: 0.004, memory: 6462, top1_acc: 0.3422, top5_acc: 0.6023, loss_cls: 2.9435, loss: 2.9435, grad_norm: 2.0695 2021-07-08 09:28:18,216 - mmaction - INFO - Epoch [43][880/1879] lr: 9.350e-02, eta: 4 days, 6:57:52, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3512, top5_acc: 0.5988, loss_cls: 2.9584, loss: 2.9584, grad_norm: 2.0565 2021-07-08 09:28:35,701 - mmaction - INFO - Epoch [43][900/1879] lr: 9.350e-02, eta: 4 days, 6:57:29, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3555, top5_acc: 0.5930, loss_cls: 2.9701, loss: 2.9701, grad_norm: 2.0423 2021-07-08 09:28:53,180 - mmaction - INFO - Epoch [43][920/1879] lr: 9.350e-02, eta: 4 days, 6:57:05, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6008, loss_cls: 2.9286, loss: 2.9286, grad_norm: 2.0352 2021-07-08 09:29:10,775 - mmaction - INFO - Epoch [43][940/1879] lr: 9.350e-02, eta: 4 days, 6:56:42, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3602, top5_acc: 0.5969, loss_cls: 2.9394, loss: 2.9394, grad_norm: 2.1129 2021-07-08 09:29:28,174 - mmaction - INFO - Epoch [43][960/1879] lr: 9.350e-02, eta: 4 days, 6:56:18, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6043, loss_cls: 2.9507, loss: 2.9507, grad_norm: 2.0810 2021-07-08 09:29:45,603 - mmaction - INFO - Epoch [43][980/1879] lr: 9.350e-02, eta: 4 days, 6:55:55, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6105, loss_cls: 2.9455, loss: 2.9455, grad_norm: 2.0284 2021-07-08 09:30:03,209 - mmaction - INFO - Epoch [43][1000/1879] lr: 9.350e-02, eta: 4 days, 6:55:32, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6199, loss_cls: 2.8748, loss: 2.8748, grad_norm: 2.0533 2021-07-08 09:30:20,645 - mmaction - INFO - Epoch [43][1020/1879] lr: 9.350e-02, eta: 4 days, 6:55:08, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3672, top5_acc: 0.5977, loss_cls: 2.9157, loss: 2.9157, grad_norm: 2.0987 2021-07-08 09:30:38,123 - mmaction - INFO - Epoch [43][1040/1879] lr: 9.350e-02, eta: 4 days, 6:54:45, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6277, loss_cls: 2.8770, loss: 2.8770, grad_norm: 2.1062 2021-07-08 09:30:55,642 - mmaction - INFO - Epoch [43][1060/1879] lr: 9.350e-02, eta: 4 days, 6:54:21, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6102, loss_cls: 2.9354, loss: 2.9354, grad_norm: 2.0595 2021-07-08 09:31:13,097 - mmaction - INFO - Epoch [43][1080/1879] lr: 9.350e-02, eta: 4 days, 6:53:58, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6082, loss_cls: 2.9259, loss: 2.9259, grad_norm: 2.0733 2021-07-08 09:31:30,615 - mmaction - INFO - Epoch [43][1100/1879] lr: 9.350e-02, eta: 4 days, 6:53:34, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3348, top5_acc: 0.5824, loss_cls: 3.0294, loss: 3.0294, grad_norm: 2.0584 2021-07-08 09:31:48,121 - mmaction - INFO - Epoch [43][1120/1879] lr: 9.350e-02, eta: 4 days, 6:53:11, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6125, loss_cls: 2.9028, loss: 2.9028, grad_norm: 2.0171 2021-07-08 09:32:05,624 - mmaction - INFO - Epoch [43][1140/1879] lr: 9.350e-02, eta: 4 days, 6:52:48, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6133, loss_cls: 2.9056, loss: 2.9056, grad_norm: 2.0280 2021-07-08 09:32:23,197 - mmaction - INFO - Epoch [43][1160/1879] lr: 9.350e-02, eta: 4 days, 6:52:25, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3465, top5_acc: 0.5965, loss_cls: 2.9940, loss: 2.9940, grad_norm: 2.0812 2021-07-08 09:32:40,637 - mmaction - INFO - Epoch [43][1180/1879] lr: 9.350e-02, eta: 4 days, 6:52:01, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6090, loss_cls: 2.9084, loss: 2.9084, grad_norm: 2.0863 2021-07-08 09:32:58,092 - mmaction - INFO - Epoch [43][1200/1879] lr: 9.350e-02, eta: 4 days, 6:51:38, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6180, loss_cls: 2.8779, loss: 2.8779, grad_norm: 2.0369 2021-07-08 09:33:15,601 - mmaction - INFO - Epoch [43][1220/1879] lr: 9.350e-02, eta: 4 days, 6:51:14, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6105, loss_cls: 2.9075, loss: 2.9075, grad_norm: 2.0130 2021-07-08 09:33:32,980 - mmaction - INFO - Epoch [43][1240/1879] lr: 9.350e-02, eta: 4 days, 6:50:50, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6105, loss_cls: 2.8887, loss: 2.8887, grad_norm: 2.0241 2021-07-08 09:33:50,425 - mmaction - INFO - Epoch [43][1260/1879] lr: 9.350e-02, eta: 4 days, 6:50:27, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6164, loss_cls: 2.9022, loss: 2.9022, grad_norm: 2.0506 2021-07-08 09:34:07,890 - mmaction - INFO - Epoch [43][1280/1879] lr: 9.350e-02, eta: 4 days, 6:50:03, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6078, loss_cls: 2.9132, loss: 2.9132, grad_norm: 2.0345 2021-07-08 09:34:25,352 - mmaction - INFO - Epoch [43][1300/1879] lr: 9.350e-02, eta: 4 days, 6:49:40, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6168, loss_cls: 2.8586, loss: 2.8586, grad_norm: 1.9911 2021-07-08 09:34:42,924 - mmaction - INFO - Epoch [43][1320/1879] lr: 9.350e-02, eta: 4 days, 6:49:17, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6223, loss_cls: 2.8679, loss: 2.8679, grad_norm: 2.0100 2021-07-08 09:35:00,368 - mmaction - INFO - Epoch [43][1340/1879] lr: 9.350e-02, eta: 4 days, 6:48:53, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6035, loss_cls: 2.9073, loss: 2.9073, grad_norm: 2.0710 2021-07-08 09:35:17,992 - mmaction - INFO - Epoch [43][1360/1879] lr: 9.350e-02, eta: 4 days, 6:48:30, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6191, loss_cls: 2.9517, loss: 2.9517, grad_norm: 2.1031 2021-07-08 09:35:35,462 - mmaction - INFO - Epoch [43][1380/1879] lr: 9.350e-02, eta: 4 days, 6:48:07, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6148, loss_cls: 2.9004, loss: 2.9004, grad_norm: 2.0827 2021-07-08 09:35:53,025 - mmaction - INFO - Epoch [43][1400/1879] lr: 9.350e-02, eta: 4 days, 6:47:44, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6277, loss_cls: 2.8553, loss: 2.8553, grad_norm: 2.1042 2021-07-08 09:36:10,457 - mmaction - INFO - Epoch [43][1420/1879] lr: 9.350e-02, eta: 4 days, 6:47:20, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3707, top5_acc: 0.5938, loss_cls: 2.9974, loss: 2.9974, grad_norm: 2.0628 2021-07-08 09:36:27,962 - mmaction - INFO - Epoch [43][1440/1879] lr: 9.350e-02, eta: 4 days, 6:46:57, time: 0.874, data_time: 0.009, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6172, loss_cls: 2.9112, loss: 2.9112, grad_norm: 2.0253 2021-07-08 09:36:45,417 - mmaction - INFO - Epoch [43][1460/1879] lr: 9.350e-02, eta: 4 days, 6:46:34, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6223, loss_cls: 2.9019, loss: 2.9019, grad_norm: 2.1006 2021-07-08 09:37:02,904 - mmaction - INFO - Epoch [43][1480/1879] lr: 9.350e-02, eta: 4 days, 6:46:10, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3480, top5_acc: 0.6016, loss_cls: 2.9359, loss: 2.9359, grad_norm: 2.0944 2021-07-08 09:37:20,317 - mmaction - INFO - Epoch [43][1500/1879] lr: 9.350e-02, eta: 4 days, 6:45:47, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6246, loss_cls: 2.8665, loss: 2.8665, grad_norm: 2.0491 2021-07-08 09:37:37,841 - mmaction - INFO - Epoch [43][1520/1879] lr: 9.350e-02, eta: 4 days, 6:45:23, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3449, top5_acc: 0.5938, loss_cls: 2.9817, loss: 2.9817, grad_norm: 2.0521 2021-07-08 09:37:55,368 - mmaction - INFO - Epoch [43][1540/1879] lr: 9.350e-02, eta: 4 days, 6:45:00, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6188, loss_cls: 2.8992, loss: 2.8992, grad_norm: 2.0428 2021-07-08 09:38:12,974 - mmaction - INFO - Epoch [43][1560/1879] lr: 9.350e-02, eta: 4 days, 6:44:37, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6203, loss_cls: 2.8780, loss: 2.8780, grad_norm: 2.0433 2021-07-08 09:38:30,330 - mmaction - INFO - Epoch [43][1580/1879] lr: 9.350e-02, eta: 4 days, 6:44:13, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6266, loss_cls: 2.8321, loss: 2.8321, grad_norm: 2.0316 2021-07-08 09:38:47,786 - mmaction - INFO - Epoch [43][1600/1879] lr: 9.350e-02, eta: 4 days, 6:43:50, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6242, loss_cls: 2.8874, loss: 2.8874, grad_norm: 2.1146 2021-07-08 09:39:05,213 - mmaction - INFO - Epoch [43][1620/1879] lr: 9.350e-02, eta: 4 days, 6:43:26, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6242, loss_cls: 2.8593, loss: 2.8593, grad_norm: 2.0509 2021-07-08 09:39:22,604 - mmaction - INFO - Epoch [43][1640/1879] lr: 9.350e-02, eta: 4 days, 6:43:02, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6195, loss_cls: 2.8379, loss: 2.8379, grad_norm: 2.0638 2021-07-08 09:39:39,987 - mmaction - INFO - Epoch [43][1660/1879] lr: 9.350e-02, eta: 4 days, 6:42:38, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6266, loss_cls: 2.8425, loss: 2.8425, grad_norm: 2.0723 2021-07-08 09:39:57,510 - mmaction - INFO - Epoch [43][1680/1879] lr: 9.350e-02, eta: 4 days, 6:42:15, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3590, top5_acc: 0.5996, loss_cls: 2.9756, loss: 2.9756, grad_norm: 2.1100 2021-07-08 09:40:14,935 - mmaction - INFO - Epoch [43][1700/1879] lr: 9.350e-02, eta: 4 days, 6:41:52, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3422, top5_acc: 0.6086, loss_cls: 2.9371, loss: 2.9371, grad_norm: 2.0899 2021-07-08 09:40:32,435 - mmaction - INFO - Epoch [43][1720/1879] lr: 9.350e-02, eta: 4 days, 6:41:29, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6180, loss_cls: 2.8738, loss: 2.8738, grad_norm: 2.0374 2021-07-08 09:40:49,827 - mmaction - INFO - Epoch [43][1740/1879] lr: 9.350e-02, eta: 4 days, 6:41:05, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6117, loss_cls: 2.9092, loss: 2.9092, grad_norm: 2.0836 2021-07-08 09:41:07,355 - mmaction - INFO - Epoch [43][1760/1879] lr: 9.350e-02, eta: 4 days, 6:40:41, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6016, loss_cls: 2.9074, loss: 2.9074, grad_norm: 2.0603 2021-07-08 09:41:24,767 - mmaction - INFO - Epoch [43][1780/1879] lr: 9.350e-02, eta: 4 days, 6:40:18, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3504, top5_acc: 0.6062, loss_cls: 2.9172, loss: 2.9172, grad_norm: 2.0592 2021-07-08 09:41:42,291 - mmaction - INFO - Epoch [43][1800/1879] lr: 9.350e-02, eta: 4 days, 6:39:55, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3480, top5_acc: 0.5973, loss_cls: 2.9671, loss: 2.9671, grad_norm: 2.1039 2021-07-08 09:41:59,891 - mmaction - INFO - Epoch [43][1820/1879] lr: 9.350e-02, eta: 4 days, 6:39:32, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6324, loss_cls: 2.8277, loss: 2.8277, grad_norm: 2.0291 2021-07-08 09:42:17,348 - mmaction - INFO - Epoch [43][1840/1879] lr: 9.350e-02, eta: 4 days, 6:39:08, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6094, loss_cls: 2.8965, loss: 2.8965, grad_norm: 2.0581 2021-07-08 09:42:34,799 - mmaction - INFO - Epoch [43][1860/1879] lr: 9.350e-02, eta: 4 days, 6:38:45, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6195, loss_cls: 2.8752, loss: 2.8752, grad_norm: 2.0291 2021-07-08 09:45:34,342 - mmaction - INFO - Epoch [44][20/1879] lr: 9.320e-02, eta: 4 days, 6:47:47, time: 7.639, data_time: 6.166, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6266, loss_cls: 2.8411, loss: 2.8411, grad_norm: 2.0067 2021-07-08 09:45:51,730 - mmaction - INFO - Epoch [44][40/1879] lr: 9.320e-02, eta: 4 days, 6:47:23, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6250, loss_cls: 2.8215, loss: 2.8215, grad_norm: 2.0734 2021-07-08 09:46:08,971 - mmaction - INFO - Epoch [44][60/1879] lr: 9.320e-02, eta: 4 days, 6:46:58, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6293, loss_cls: 2.8765, loss: 2.8765, grad_norm: 2.1258 2021-07-08 09:46:26,319 - mmaction - INFO - Epoch [44][80/1879] lr: 9.320e-02, eta: 4 days, 6:46:34, time: 0.868, data_time: 0.007, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6141, loss_cls: 2.8663, loss: 2.8663, grad_norm: 2.0951 2021-07-08 09:46:43,596 - mmaction - INFO - Epoch [44][100/1879] lr: 9.320e-02, eta: 4 days, 6:46:10, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6191, loss_cls: 2.8461, loss: 2.8461, grad_norm: 2.0910 2021-07-08 09:47:01,037 - mmaction - INFO - Epoch [44][120/1879] lr: 9.320e-02, eta: 4 days, 6:45:46, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6023, loss_cls: 2.9735, loss: 2.9735, grad_norm: 2.0622 2021-07-08 09:47:18,401 - mmaction - INFO - Epoch [44][140/1879] lr: 9.320e-02, eta: 4 days, 6:45:22, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6258, loss_cls: 2.8435, loss: 2.8435, grad_norm: 2.0245 2021-07-08 09:47:35,962 - mmaction - INFO - Epoch [44][160/1879] lr: 9.320e-02, eta: 4 days, 6:44:59, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6148, loss_cls: 2.8819, loss: 2.8819, grad_norm: 2.0647 2021-07-08 09:47:53,436 - mmaction - INFO - Epoch [44][180/1879] lr: 9.320e-02, eta: 4 days, 6:44:35, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6207, loss_cls: 2.8780, loss: 2.8780, grad_norm: 2.0546 2021-07-08 09:48:10,919 - mmaction - INFO - Epoch [44][200/1879] lr: 9.320e-02, eta: 4 days, 6:44:12, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6258, loss_cls: 2.8651, loss: 2.8651, grad_norm: 2.0981 2021-07-08 09:48:28,302 - mmaction - INFO - Epoch [44][220/1879] lr: 9.320e-02, eta: 4 days, 6:43:48, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6207, loss_cls: 2.8323, loss: 2.8323, grad_norm: 2.0706 2021-07-08 09:48:45,753 - mmaction - INFO - Epoch [44][240/1879] lr: 9.320e-02, eta: 4 days, 6:43:24, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6289, loss_cls: 2.8539, loss: 2.8539, grad_norm: 2.1235 2021-07-08 09:49:03,136 - mmaction - INFO - Epoch [44][260/1879] lr: 9.320e-02, eta: 4 days, 6:43:00, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6184, loss_cls: 2.8226, loss: 2.8226, grad_norm: 2.0748 2021-07-08 09:49:20,679 - mmaction - INFO - Epoch [44][280/1879] lr: 9.320e-02, eta: 4 days, 6:42:37, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3543, top5_acc: 0.5934, loss_cls: 2.9467, loss: 2.9467, grad_norm: 2.1060 2021-07-08 09:49:38,028 - mmaction - INFO - Epoch [44][300/1879] lr: 9.320e-02, eta: 4 days, 6:42:13, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6246, loss_cls: 2.8668, loss: 2.8668, grad_norm: 2.0883 2021-07-08 09:49:55,645 - mmaction - INFO - Epoch [44][320/1879] lr: 9.320e-02, eta: 4 days, 6:41:50, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6258, loss_cls: 2.8496, loss: 2.8496, grad_norm: 2.0412 2021-07-08 09:50:13,140 - mmaction - INFO - Epoch [44][340/1879] lr: 9.320e-02, eta: 4 days, 6:41:27, time: 0.878, data_time: 0.007, memory: 6462, top1_acc: 0.3578, top5_acc: 0.5930, loss_cls: 2.9339, loss: 2.9339, grad_norm: 2.0696 2021-07-08 09:50:30,596 - mmaction - INFO - Epoch [44][360/1879] lr: 9.320e-02, eta: 4 days, 6:41:03, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6266, loss_cls: 2.8462, loss: 2.8462, grad_norm: 2.0463 2021-07-08 09:50:48,024 - mmaction - INFO - Epoch [44][380/1879] lr: 9.320e-02, eta: 4 days, 6:40:40, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6250, loss_cls: 2.8204, loss: 2.8204, grad_norm: 2.0955 2021-07-08 09:51:05,506 - mmaction - INFO - Epoch [44][400/1879] lr: 9.320e-02, eta: 4 days, 6:40:16, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6133, loss_cls: 2.9033, loss: 2.9033, grad_norm: 2.0504 2021-07-08 09:51:22,990 - mmaction - INFO - Epoch [44][420/1879] lr: 9.320e-02, eta: 4 days, 6:39:53, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6109, loss_cls: 2.8902, loss: 2.8902, grad_norm: 2.0654 2021-07-08 09:51:40,425 - mmaction - INFO - Epoch [44][440/1879] lr: 9.320e-02, eta: 4 days, 6:39:29, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6301, loss_cls: 2.8529, loss: 2.8529, grad_norm: 2.0607 2021-07-08 09:51:57,992 - mmaction - INFO - Epoch [44][460/1879] lr: 9.320e-02, eta: 4 days, 6:39:06, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6117, loss_cls: 2.9086, loss: 2.9086, grad_norm: 2.0499 2021-07-08 09:52:15,500 - mmaction - INFO - Epoch [44][480/1879] lr: 9.320e-02, eta: 4 days, 6:38:43, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6117, loss_cls: 2.8945, loss: 2.8945, grad_norm: 1.9967 2021-07-08 09:52:32,962 - mmaction - INFO - Epoch [44][500/1879] lr: 9.320e-02, eta: 4 days, 6:38:19, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6297, loss_cls: 2.8305, loss: 2.8305, grad_norm: 2.0383 2021-07-08 09:52:50,482 - mmaction - INFO - Epoch [44][520/1879] lr: 9.320e-02, eta: 4 days, 6:37:56, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6285, loss_cls: 2.8027, loss: 2.8027, grad_norm: 2.0639 2021-07-08 09:53:07,960 - mmaction - INFO - Epoch [44][540/1879] lr: 9.320e-02, eta: 4 days, 6:37:32, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6160, loss_cls: 2.8904, loss: 2.8904, grad_norm: 2.0264 2021-07-08 09:53:25,434 - mmaction - INFO - Epoch [44][560/1879] lr: 9.320e-02, eta: 4 days, 6:37:09, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6410, loss_cls: 2.7546, loss: 2.7546, grad_norm: 2.0743 2021-07-08 09:53:42,870 - mmaction - INFO - Epoch [44][580/1879] lr: 9.320e-02, eta: 4 days, 6:36:45, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6164, loss_cls: 2.8928, loss: 2.8928, grad_norm: 2.1459 2021-07-08 09:54:00,410 - mmaction - INFO - Epoch [44][600/1879] lr: 9.320e-02, eta: 4 days, 6:36:22, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6137, loss_cls: 2.9004, loss: 2.9004, grad_norm: 2.0990 2021-07-08 09:54:17,823 - mmaction - INFO - Epoch [44][620/1879] lr: 9.320e-02, eta: 4 days, 6:35:58, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3633, top5_acc: 0.5969, loss_cls: 2.9473, loss: 2.9473, grad_norm: 2.1121 2021-07-08 09:54:35,283 - mmaction - INFO - Epoch [44][640/1879] lr: 9.320e-02, eta: 4 days, 6:35:35, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6184, loss_cls: 2.8684, loss: 2.8684, grad_norm: 2.0854 2021-07-08 09:54:52,853 - mmaction - INFO - Epoch [44][660/1879] lr: 9.320e-02, eta: 4 days, 6:35:12, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6125, loss_cls: 2.9045, loss: 2.9045, grad_norm: 2.0895 2021-07-08 09:55:10,429 - mmaction - INFO - Epoch [44][680/1879] lr: 9.320e-02, eta: 4 days, 6:34:49, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6293, loss_cls: 2.8550, loss: 2.8550, grad_norm: 2.0428 2021-07-08 09:55:27,835 - mmaction - INFO - Epoch [44][700/1879] lr: 9.320e-02, eta: 4 days, 6:34:25, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6191, loss_cls: 2.8605, loss: 2.8605, grad_norm: 2.0975 2021-07-08 09:55:45,260 - mmaction - INFO - Epoch [44][720/1879] lr: 9.320e-02, eta: 4 days, 6:34:01, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6223, loss_cls: 2.8471, loss: 2.8471, grad_norm: 2.0439 2021-07-08 09:56:02,797 - mmaction - INFO - Epoch [44][740/1879] lr: 9.320e-02, eta: 4 days, 6:33:38, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3539, top5_acc: 0.5957, loss_cls: 2.9650, loss: 2.9650, grad_norm: 2.0888 2021-07-08 09:56:20,314 - mmaction - INFO - Epoch [44][760/1879] lr: 9.320e-02, eta: 4 days, 6:33:15, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6273, loss_cls: 2.8387, loss: 2.8387, grad_norm: 2.0059 2021-07-08 09:56:37,816 - mmaction - INFO - Epoch [44][780/1879] lr: 9.320e-02, eta: 4 days, 6:32:52, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6223, loss_cls: 2.8457, loss: 2.8457, grad_norm: 2.0798 2021-07-08 09:56:55,414 - mmaction - INFO - Epoch [44][800/1879] lr: 9.320e-02, eta: 4 days, 6:32:29, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6176, loss_cls: 2.8590, loss: 2.8590, grad_norm: 2.0208 2021-07-08 09:57:12,739 - mmaction - INFO - Epoch [44][820/1879] lr: 9.320e-02, eta: 4 days, 6:32:05, time: 0.867, data_time: 0.006, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6129, loss_cls: 2.8766, loss: 2.8766, grad_norm: 2.0752 2021-07-08 09:57:30,204 - mmaction - INFO - Epoch [44][840/1879] lr: 9.320e-02, eta: 4 days, 6:31:41, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6176, loss_cls: 2.8946, loss: 2.8946, grad_norm: 2.0662 2021-07-08 09:57:47,707 - mmaction - INFO - Epoch [44][860/1879] lr: 9.320e-02, eta: 4 days, 6:31:18, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3465, top5_acc: 0.5957, loss_cls: 3.0105, loss: 3.0105, grad_norm: 2.0557 2021-07-08 09:58:05,271 - mmaction - INFO - Epoch [44][880/1879] lr: 9.320e-02, eta: 4 days, 6:30:55, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6082, loss_cls: 2.9337, loss: 2.9337, grad_norm: 2.0670 2021-07-08 09:58:22,733 - mmaction - INFO - Epoch [44][900/1879] lr: 9.320e-02, eta: 4 days, 6:30:32, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6191, loss_cls: 2.8734, loss: 2.8734, grad_norm: 2.0353 2021-07-08 09:58:40,260 - mmaction - INFO - Epoch [44][920/1879] lr: 9.320e-02, eta: 4 days, 6:30:08, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6078, loss_cls: 2.9477, loss: 2.9477, grad_norm: 2.0577 2021-07-08 09:58:57,726 - mmaction - INFO - Epoch [44][940/1879] lr: 9.320e-02, eta: 4 days, 6:29:45, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6098, loss_cls: 2.9257, loss: 2.9257, grad_norm: 2.0762 2021-07-08 09:59:15,195 - mmaction - INFO - Epoch [44][960/1879] lr: 9.320e-02, eta: 4 days, 6:29:22, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6230, loss_cls: 2.8509, loss: 2.8509, grad_norm: 2.0152 2021-07-08 09:59:32,684 - mmaction - INFO - Epoch [44][980/1879] lr: 9.320e-02, eta: 4 days, 6:28:58, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6109, loss_cls: 2.9294, loss: 2.9294, grad_norm: 2.0549 2021-07-08 09:59:50,155 - mmaction - INFO - Epoch [44][1000/1879] lr: 9.320e-02, eta: 4 days, 6:28:35, time: 0.876, data_time: 0.008, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6055, loss_cls: 2.9280, loss: 2.9280, grad_norm: 2.0367 2021-07-08 10:00:07,652 - mmaction - INFO - Epoch [44][1020/1879] lr: 9.320e-02, eta: 4 days, 6:28:12, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6191, loss_cls: 2.8688, loss: 2.8688, grad_norm: 2.0519 2021-07-08 10:00:25,267 - mmaction - INFO - Epoch [44][1040/1879] lr: 9.320e-02, eta: 4 days, 6:27:49, time: 0.880, data_time: 0.015, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6246, loss_cls: 2.8675, loss: 2.8675, grad_norm: 2.0927 2021-07-08 10:00:42,726 - mmaction - INFO - Epoch [44][1060/1879] lr: 9.320e-02, eta: 4 days, 6:27:26, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6184, loss_cls: 2.9236, loss: 2.9236, grad_norm: 2.0537 2021-07-08 10:01:00,120 - mmaction - INFO - Epoch [44][1080/1879] lr: 9.320e-02, eta: 4 days, 6:27:02, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6387, loss_cls: 2.8368, loss: 2.8368, grad_norm: 2.0723 2021-07-08 10:01:17,582 - mmaction - INFO - Epoch [44][1100/1879] lr: 9.320e-02, eta: 4 days, 6:26:38, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6070, loss_cls: 2.9542, loss: 2.9542, grad_norm: 2.0472 2021-07-08 10:01:35,213 - mmaction - INFO - Epoch [44][1120/1879] lr: 9.320e-02, eta: 4 days, 6:26:16, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6219, loss_cls: 2.8656, loss: 2.8656, grad_norm: 2.0756 2021-07-08 10:01:52,738 - mmaction - INFO - Epoch [44][1140/1879] lr: 9.320e-02, eta: 4 days, 6:25:53, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6184, loss_cls: 2.8977, loss: 2.8977, grad_norm: 2.0868 2021-07-08 10:02:10,089 - mmaction - INFO - Epoch [44][1160/1879] lr: 9.320e-02, eta: 4 days, 6:25:28, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6109, loss_cls: 2.8635, loss: 2.8635, grad_norm: 2.0691 2021-07-08 10:02:27,599 - mmaction - INFO - Epoch [44][1180/1879] lr: 9.320e-02, eta: 4 days, 6:25:05, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6172, loss_cls: 2.9054, loss: 2.9054, grad_norm: 2.0961 2021-07-08 10:02:45,105 - mmaction - INFO - Epoch [44][1200/1879] lr: 9.320e-02, eta: 4 days, 6:24:42, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6320, loss_cls: 2.8407, loss: 2.8407, grad_norm: 2.0334 2021-07-08 10:03:02,533 - mmaction - INFO - Epoch [44][1220/1879] lr: 9.320e-02, eta: 4 days, 6:24:18, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3441, top5_acc: 0.6184, loss_cls: 2.8931, loss: 2.8931, grad_norm: 2.0638 2021-07-08 10:03:19,993 - mmaction - INFO - Epoch [44][1240/1879] lr: 9.320e-02, eta: 4 days, 6:23:55, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6062, loss_cls: 2.9162, loss: 2.9162, grad_norm: 2.0540 2021-07-08 10:03:37,516 - mmaction - INFO - Epoch [44][1260/1879] lr: 9.320e-02, eta: 4 days, 6:23:32, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6176, loss_cls: 2.8993, loss: 2.8993, grad_norm: 2.1034 2021-07-08 10:03:55,060 - mmaction - INFO - Epoch [44][1280/1879] lr: 9.320e-02, eta: 4 days, 6:23:09, time: 0.879, data_time: 0.008, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6109, loss_cls: 2.9010, loss: 2.9010, grad_norm: 2.0687 2021-07-08 10:04:12,456 - mmaction - INFO - Epoch [44][1300/1879] lr: 9.320e-02, eta: 4 days, 6:22:45, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3488, top5_acc: 0.6023, loss_cls: 2.9781, loss: 2.9781, grad_norm: 2.0586 2021-07-08 10:04:29,970 - mmaction - INFO - Epoch [44][1320/1879] lr: 9.320e-02, eta: 4 days, 6:22:22, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3469, top5_acc: 0.5941, loss_cls: 2.9718, loss: 2.9718, grad_norm: 2.0398 2021-07-08 10:04:47,299 - mmaction - INFO - Epoch [44][1340/1879] lr: 9.320e-02, eta: 4 days, 6:21:58, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6234, loss_cls: 2.9263, loss: 2.9263, grad_norm: 2.0441 2021-07-08 10:05:04,776 - mmaction - INFO - Epoch [44][1360/1879] lr: 9.320e-02, eta: 4 days, 6:21:35, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6281, loss_cls: 2.8251, loss: 2.8251, grad_norm: 2.0507 2021-07-08 10:05:22,116 - mmaction - INFO - Epoch [44][1380/1879] lr: 9.320e-02, eta: 4 days, 6:21:11, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6172, loss_cls: 2.8784, loss: 2.8784, grad_norm: 2.1047 2021-07-08 10:05:39,721 - mmaction - INFO - Epoch [44][1400/1879] lr: 9.320e-02, eta: 4 days, 6:20:48, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6129, loss_cls: 2.8531, loss: 2.8531, grad_norm: 2.0249 2021-07-08 10:05:57,372 - mmaction - INFO - Epoch [44][1420/1879] lr: 9.320e-02, eta: 4 days, 6:20:25, time: 0.883, data_time: 0.003, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6207, loss_cls: 2.8790, loss: 2.8790, grad_norm: 2.0324 2021-07-08 10:06:14,775 - mmaction - INFO - Epoch [44][1440/1879] lr: 9.320e-02, eta: 4 days, 6:20:02, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6078, loss_cls: 2.9265, loss: 2.9265, grad_norm: 2.1026 2021-07-08 10:06:32,275 - mmaction - INFO - Epoch [44][1460/1879] lr: 9.320e-02, eta: 4 days, 6:19:39, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6160, loss_cls: 2.8881, loss: 2.8881, grad_norm: 2.0857 2021-07-08 10:06:49,819 - mmaction - INFO - Epoch [44][1480/1879] lr: 9.320e-02, eta: 4 days, 6:19:16, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6047, loss_cls: 2.9408, loss: 2.9408, grad_norm: 2.0268 2021-07-08 10:07:07,483 - mmaction - INFO - Epoch [44][1500/1879] lr: 9.320e-02, eta: 4 days, 6:18:53, time: 0.883, data_time: 0.002, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6207, loss_cls: 2.8870, loss: 2.8870, grad_norm: 2.0897 2021-07-08 10:07:24,820 - mmaction - INFO - Epoch [44][1520/1879] lr: 9.320e-02, eta: 4 days, 6:18:29, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6309, loss_cls: 2.8364, loss: 2.8364, grad_norm: 2.0793 2021-07-08 10:07:42,396 - mmaction - INFO - Epoch [44][1540/1879] lr: 9.320e-02, eta: 4 days, 6:18:06, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6039, loss_cls: 2.9383, loss: 2.9383, grad_norm: 2.0818 2021-07-08 10:07:59,909 - mmaction - INFO - Epoch [44][1560/1879] lr: 9.320e-02, eta: 4 days, 6:17:43, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6098, loss_cls: 2.9417, loss: 2.9417, grad_norm: 2.0599 2021-07-08 10:08:17,281 - mmaction - INFO - Epoch [44][1580/1879] lr: 9.320e-02, eta: 4 days, 6:17:19, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6074, loss_cls: 2.9250, loss: 2.9250, grad_norm: 2.1008 2021-07-08 10:08:34,777 - mmaction - INFO - Epoch [44][1600/1879] lr: 9.320e-02, eta: 4 days, 6:16:56, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6102, loss_cls: 2.9316, loss: 2.9316, grad_norm: 2.0483 2021-07-08 10:08:52,194 - mmaction - INFO - Epoch [44][1620/1879] lr: 9.320e-02, eta: 4 days, 6:16:33, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6098, loss_cls: 2.9390, loss: 2.9390, grad_norm: 2.0558 2021-07-08 10:09:09,598 - mmaction - INFO - Epoch [44][1640/1879] lr: 9.320e-02, eta: 4 days, 6:16:09, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6160, loss_cls: 2.9140, loss: 2.9140, grad_norm: 2.0022 2021-07-08 10:09:27,026 - mmaction - INFO - Epoch [44][1660/1879] lr: 9.320e-02, eta: 4 days, 6:15:45, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6000, loss_cls: 2.9537, loss: 2.9537, grad_norm: 2.0705 2021-07-08 10:09:44,431 - mmaction - INFO - Epoch [44][1680/1879] lr: 9.320e-02, eta: 4 days, 6:15:22, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6109, loss_cls: 2.8602, loss: 2.8602, grad_norm: 2.1065 2021-07-08 10:10:01,936 - mmaction - INFO - Epoch [44][1700/1879] lr: 9.320e-02, eta: 4 days, 6:14:59, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6012, loss_cls: 2.9317, loss: 2.9317, grad_norm: 2.0940 2021-07-08 10:10:19,371 - mmaction - INFO - Epoch [44][1720/1879] lr: 9.320e-02, eta: 4 days, 6:14:35, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6055, loss_cls: 2.9701, loss: 2.9701, grad_norm: 2.0588 2021-07-08 10:10:36,936 - mmaction - INFO - Epoch [44][1740/1879] lr: 9.320e-02, eta: 4 days, 6:14:12, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3496, top5_acc: 0.6023, loss_cls: 2.9311, loss: 2.9311, grad_norm: 2.0573 2021-07-08 10:10:54,436 - mmaction - INFO - Epoch [44][1760/1879] lr: 9.320e-02, eta: 4 days, 6:13:49, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6098, loss_cls: 2.9097, loss: 2.9097, grad_norm: 2.0719 2021-07-08 10:11:11,858 - mmaction - INFO - Epoch [44][1780/1879] lr: 9.320e-02, eta: 4 days, 6:13:25, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6242, loss_cls: 2.8434, loss: 2.8434, grad_norm: 2.0628 2021-07-08 10:11:29,152 - mmaction - INFO - Epoch [44][1800/1879] lr: 9.320e-02, eta: 4 days, 6:13:01, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6238, loss_cls: 2.8952, loss: 2.8952, grad_norm: 2.0874 2021-07-08 10:11:46,644 - mmaction - INFO - Epoch [44][1820/1879] lr: 9.320e-02, eta: 4 days, 6:12:38, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6184, loss_cls: 2.9290, loss: 2.9290, grad_norm: 2.0812 2021-07-08 10:12:03,975 - mmaction - INFO - Epoch [44][1840/1879] lr: 9.320e-02, eta: 4 days, 6:12:14, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3422, top5_acc: 0.5996, loss_cls: 2.9569, loss: 2.9569, grad_norm: 2.0390 2021-07-08 10:12:21,565 - mmaction - INFO - Epoch [44][1860/1879] lr: 9.320e-02, eta: 4 days, 6:11:51, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6160, loss_cls: 2.9393, loss: 2.9393, grad_norm: 2.0775 2021-07-08 10:12:45,334 - mmaction - INFO - Saving checkpoint at 44 epochs 2021-07-08 10:15:01,934 - mmaction - INFO - Epoch [45][20/1879] lr: 9.289e-02, eta: 4 days, 6:19:15, time: 6.777, data_time: 5.575, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6035, loss_cls: 2.9576, loss: 2.9576, grad_norm: 2.0567 2021-07-08 10:15:19,026 - mmaction - INFO - Epoch [45][40/1879] lr: 9.289e-02, eta: 4 days, 6:18:49, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6012, loss_cls: 2.9064, loss: 2.9064, grad_norm: 2.0220 2021-07-08 10:15:36,128 - mmaction - INFO - Epoch [45][60/1879] lr: 9.289e-02, eta: 4 days, 6:18:24, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6066, loss_cls: 2.9279, loss: 2.9279, grad_norm: 2.0943 2021-07-08 10:15:53,470 - mmaction - INFO - Epoch [45][80/1879] lr: 9.289e-02, eta: 4 days, 6:18:00, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6195, loss_cls: 2.8507, loss: 2.8507, grad_norm: 2.0854 2021-07-08 10:16:10,813 - mmaction - INFO - Epoch [45][100/1879] lr: 9.289e-02, eta: 4 days, 6:17:36, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3535, top5_acc: 0.6090, loss_cls: 2.8939, loss: 2.8939, grad_norm: 2.0841 2021-07-08 10:16:28,326 - mmaction - INFO - Epoch [45][120/1879] lr: 9.289e-02, eta: 4 days, 6:17:13, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6051, loss_cls: 2.9199, loss: 2.9199, grad_norm: 2.0321 2021-07-08 10:16:45,893 - mmaction - INFO - Epoch [45][140/1879] lr: 9.289e-02, eta: 4 days, 6:16:50, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6199, loss_cls: 2.8831, loss: 2.8831, grad_norm: 2.0719 2021-07-08 10:17:03,338 - mmaction - INFO - Epoch [45][160/1879] lr: 9.289e-02, eta: 4 days, 6:16:27, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6352, loss_cls: 2.8186, loss: 2.8186, grad_norm: 2.0320 2021-07-08 10:17:20,779 - mmaction - INFO - Epoch [45][180/1879] lr: 9.289e-02, eta: 4 days, 6:16:03, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6211, loss_cls: 2.8674, loss: 2.8674, grad_norm: 2.0830 2021-07-08 10:17:38,137 - mmaction - INFO - Epoch [45][200/1879] lr: 9.289e-02, eta: 4 days, 6:15:39, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6371, loss_cls: 2.8531, loss: 2.8531, grad_norm: 2.0806 2021-07-08 10:17:55,572 - mmaction - INFO - Epoch [45][220/1879] lr: 9.289e-02, eta: 4 days, 6:15:15, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6172, loss_cls: 2.8794, loss: 2.8794, grad_norm: 2.1064 2021-07-08 10:18:13,025 - mmaction - INFO - Epoch [45][240/1879] lr: 9.289e-02, eta: 4 days, 6:14:52, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6082, loss_cls: 2.9315, loss: 2.9315, grad_norm: 2.0581 2021-07-08 10:18:30,705 - mmaction - INFO - Epoch [45][260/1879] lr: 9.289e-02, eta: 4 days, 6:14:29, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6070, loss_cls: 2.9191, loss: 2.9191, grad_norm: 2.0633 2021-07-08 10:18:48,092 - mmaction - INFO - Epoch [45][280/1879] lr: 9.289e-02, eta: 4 days, 6:14:06, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6309, loss_cls: 2.8195, loss: 2.8195, grad_norm: 2.0283 2021-07-08 10:19:05,514 - mmaction - INFO - Epoch [45][300/1879] lr: 9.289e-02, eta: 4 days, 6:13:42, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6141, loss_cls: 2.8756, loss: 2.8756, grad_norm: 2.0902 2021-07-08 10:19:22,997 - mmaction - INFO - Epoch [45][320/1879] lr: 9.289e-02, eta: 4 days, 6:13:19, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6113, loss_cls: 2.9283, loss: 2.9283, grad_norm: 2.0673 2021-07-08 10:19:40,431 - mmaction - INFO - Epoch [45][340/1879] lr: 9.289e-02, eta: 4 days, 6:12:55, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6059, loss_cls: 2.9329, loss: 2.9329, grad_norm: 2.1198 2021-07-08 10:19:57,900 - mmaction - INFO - Epoch [45][360/1879] lr: 9.289e-02, eta: 4 days, 6:12:32, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6020, loss_cls: 2.9690, loss: 2.9690, grad_norm: 2.0644 2021-07-08 10:20:15,402 - mmaction - INFO - Epoch [45][380/1879] lr: 9.289e-02, eta: 4 days, 6:12:09, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6031, loss_cls: 2.8936, loss: 2.8936, grad_norm: 2.0662 2021-07-08 10:20:32,857 - mmaction - INFO - Epoch [45][400/1879] lr: 9.289e-02, eta: 4 days, 6:11:45, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6234, loss_cls: 2.8980, loss: 2.8980, grad_norm: 2.0881 2021-07-08 10:20:50,251 - mmaction - INFO - Epoch [45][420/1879] lr: 9.289e-02, eta: 4 days, 6:11:21, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6176, loss_cls: 2.8580, loss: 2.8580, grad_norm: 2.0886 2021-07-08 10:21:07,779 - mmaction - INFO - Epoch [45][440/1879] lr: 9.289e-02, eta: 4 days, 6:10:58, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6238, loss_cls: 2.8450, loss: 2.8450, grad_norm: 2.0812 2021-07-08 10:21:25,195 - mmaction - INFO - Epoch [45][460/1879] lr: 9.289e-02, eta: 4 days, 6:10:35, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6266, loss_cls: 2.8375, loss: 2.8375, grad_norm: 2.0995 2021-07-08 10:21:42,798 - mmaction - INFO - Epoch [45][480/1879] lr: 9.289e-02, eta: 4 days, 6:10:12, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6184, loss_cls: 2.8595, loss: 2.8595, grad_norm: 2.0964 2021-07-08 10:22:00,282 - mmaction - INFO - Epoch [45][500/1879] lr: 9.289e-02, eta: 4 days, 6:09:49, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6102, loss_cls: 2.8819, loss: 2.8819, grad_norm: 2.1036 2021-07-08 10:22:17,834 - mmaction - INFO - Epoch [45][520/1879] lr: 9.289e-02, eta: 4 days, 6:09:26, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6152, loss_cls: 2.9272, loss: 2.9272, grad_norm: 2.0937 2021-07-08 10:22:35,382 - mmaction - INFO - Epoch [45][540/1879] lr: 9.289e-02, eta: 4 days, 6:09:03, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6266, loss_cls: 2.8231, loss: 2.8231, grad_norm: 2.1195 2021-07-08 10:22:52,809 - mmaction - INFO - Epoch [45][560/1879] lr: 9.289e-02, eta: 4 days, 6:08:39, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6227, loss_cls: 2.8981, loss: 2.8981, grad_norm: 2.0640 2021-07-08 10:23:10,327 - mmaction - INFO - Epoch [45][580/1879] lr: 9.289e-02, eta: 4 days, 6:08:16, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6074, loss_cls: 2.9043, loss: 2.9043, grad_norm: 2.0679 2021-07-08 10:23:27,877 - mmaction - INFO - Epoch [45][600/1879] lr: 9.289e-02, eta: 4 days, 6:07:53, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6043, loss_cls: 2.9267, loss: 2.9267, grad_norm: 2.0882 2021-07-08 10:23:45,273 - mmaction - INFO - Epoch [45][620/1879] lr: 9.289e-02, eta: 4 days, 6:07:29, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6219, loss_cls: 2.8753, loss: 2.8753, grad_norm: 2.1239 2021-07-08 10:24:02,740 - mmaction - INFO - Epoch [45][640/1879] lr: 9.289e-02, eta: 4 days, 6:07:06, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6094, loss_cls: 2.9257, loss: 2.9257, grad_norm: 2.1023 2021-07-08 10:24:20,240 - mmaction - INFO - Epoch [45][660/1879] lr: 9.289e-02, eta: 4 days, 6:06:43, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6156, loss_cls: 2.8754, loss: 2.8754, grad_norm: 2.1399 2021-07-08 10:24:37,676 - mmaction - INFO - Epoch [45][680/1879] lr: 9.289e-02, eta: 4 days, 6:06:19, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6086, loss_cls: 2.8841, loss: 2.8841, grad_norm: 2.0828 2021-07-08 10:24:55,110 - mmaction - INFO - Epoch [45][700/1879] lr: 9.289e-02, eta: 4 days, 6:05:56, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6305, loss_cls: 2.8001, loss: 2.8001, grad_norm: 2.0318 2021-07-08 10:25:12,600 - mmaction - INFO - Epoch [45][720/1879] lr: 9.289e-02, eta: 4 days, 6:05:33, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6215, loss_cls: 2.8538, loss: 2.8538, grad_norm: 2.0455 2021-07-08 10:25:30,036 - mmaction - INFO - Epoch [45][740/1879] lr: 9.289e-02, eta: 4 days, 6:05:09, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6137, loss_cls: 2.9395, loss: 2.9395, grad_norm: 2.1245 2021-07-08 10:25:47,471 - mmaction - INFO - Epoch [45][760/1879] lr: 9.289e-02, eta: 4 days, 6:04:46, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3453, top5_acc: 0.6012, loss_cls: 2.9473, loss: 2.9473, grad_norm: 2.0667 2021-07-08 10:26:05,007 - mmaction - INFO - Epoch [45][780/1879] lr: 9.289e-02, eta: 4 days, 6:04:23, time: 0.875, data_time: 0.000, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6094, loss_cls: 2.9118, loss: 2.9118, grad_norm: 2.0271 2021-07-08 10:26:22,521 - mmaction - INFO - Epoch [45][800/1879] lr: 9.289e-02, eta: 4 days, 6:03:59, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6117, loss_cls: 2.9191, loss: 2.9191, grad_norm: 2.0488 2021-07-08 10:26:40,144 - mmaction - INFO - Epoch [45][820/1879] lr: 9.289e-02, eta: 4 days, 6:03:37, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6301, loss_cls: 2.8619, loss: 2.8619, grad_norm: 2.0537 2021-07-08 10:26:57,524 - mmaction - INFO - Epoch [45][840/1879] lr: 9.289e-02, eta: 4 days, 6:03:13, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6168, loss_cls: 2.8741, loss: 2.8741, grad_norm: 2.0614 2021-07-08 10:27:14,981 - mmaction - INFO - Epoch [45][860/1879] lr: 9.289e-02, eta: 4 days, 6:02:50, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6086, loss_cls: 2.9123, loss: 2.9123, grad_norm: 2.0660 2021-07-08 10:27:32,344 - mmaction - INFO - Epoch [45][880/1879] lr: 9.289e-02, eta: 4 days, 6:02:26, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3496, top5_acc: 0.5984, loss_cls: 2.9270, loss: 2.9270, grad_norm: 2.0506 2021-07-08 10:27:49,841 - mmaction - INFO - Epoch [45][900/1879] lr: 9.289e-02, eta: 4 days, 6:02:03, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6188, loss_cls: 2.8562, loss: 2.8562, grad_norm: 2.0061 2021-07-08 10:28:07,354 - mmaction - INFO - Epoch [45][920/1879] lr: 9.289e-02, eta: 4 days, 6:01:40, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6309, loss_cls: 2.8656, loss: 2.8656, grad_norm: 2.0667 2021-07-08 10:28:24,822 - mmaction - INFO - Epoch [45][940/1879] lr: 9.289e-02, eta: 4 days, 6:01:16, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6230, loss_cls: 2.8744, loss: 2.8744, grad_norm: 2.0546 2021-07-08 10:28:42,247 - mmaction - INFO - Epoch [45][960/1879] lr: 9.289e-02, eta: 4 days, 6:00:53, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6305, loss_cls: 2.8629, loss: 2.8629, grad_norm: 2.0881 2021-07-08 10:28:59,636 - mmaction - INFO - Epoch [45][980/1879] lr: 9.289e-02, eta: 4 days, 6:00:29, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6258, loss_cls: 2.8254, loss: 2.8254, grad_norm: 2.0562 2021-07-08 10:29:17,142 - mmaction - INFO - Epoch [45][1000/1879] lr: 9.289e-02, eta: 4 days, 6:00:06, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6055, loss_cls: 2.9564, loss: 2.9564, grad_norm: 2.1464 2021-07-08 10:29:34,599 - mmaction - INFO - Epoch [45][1020/1879] lr: 9.289e-02, eta: 4 days, 5:59:43, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6070, loss_cls: 2.9178, loss: 2.9178, grad_norm: 2.0507 2021-07-08 10:29:52,097 - mmaction - INFO - Epoch [45][1040/1879] lr: 9.289e-02, eta: 4 days, 5:59:19, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6270, loss_cls: 2.8528, loss: 2.8528, grad_norm: 2.0516 2021-07-08 10:30:09,524 - mmaction - INFO - Epoch [45][1060/1879] lr: 9.289e-02, eta: 4 days, 5:58:56, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6352, loss_cls: 2.8283, loss: 2.8283, grad_norm: 2.0290 2021-07-08 10:30:26,929 - mmaction - INFO - Epoch [45][1080/1879] lr: 9.289e-02, eta: 4 days, 5:58:33, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6254, loss_cls: 2.8564, loss: 2.8564, grad_norm: 2.0194 2021-07-08 10:30:44,381 - mmaction - INFO - Epoch [45][1100/1879] lr: 9.289e-02, eta: 4 days, 5:58:09, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6242, loss_cls: 2.8492, loss: 2.8492, grad_norm: 2.0921 2021-07-08 10:31:01,978 - mmaction - INFO - Epoch [45][1120/1879] lr: 9.289e-02, eta: 4 days, 5:57:46, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6246, loss_cls: 2.8521, loss: 2.8521, grad_norm: 2.1165 2021-07-08 10:31:19,516 - mmaction - INFO - Epoch [45][1140/1879] lr: 9.289e-02, eta: 4 days, 5:57:23, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6016, loss_cls: 2.9068, loss: 2.9068, grad_norm: 2.0906 2021-07-08 10:31:37,025 - mmaction - INFO - Epoch [45][1160/1879] lr: 9.289e-02, eta: 4 days, 5:57:00, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6246, loss_cls: 2.8777, loss: 2.8777, grad_norm: 2.0829 2021-07-08 10:31:54,587 - mmaction - INFO - Epoch [45][1180/1879] lr: 9.289e-02, eta: 4 days, 5:56:38, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6000, loss_cls: 2.9694, loss: 2.9694, grad_norm: 2.0896 2021-07-08 10:32:11,920 - mmaction - INFO - Epoch [45][1200/1879] lr: 9.289e-02, eta: 4 days, 5:56:14, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6273, loss_cls: 2.8293, loss: 2.8293, grad_norm: 2.0302 2021-07-08 10:32:29,477 - mmaction - INFO - Epoch [45][1220/1879] lr: 9.289e-02, eta: 4 days, 5:55:51, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6145, loss_cls: 2.8666, loss: 2.8666, grad_norm: 2.0521 2021-07-08 10:32:46,945 - mmaction - INFO - Epoch [45][1240/1879] lr: 9.289e-02, eta: 4 days, 5:55:27, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6195, loss_cls: 2.8679, loss: 2.8679, grad_norm: 2.0770 2021-07-08 10:33:04,385 - mmaction - INFO - Epoch [45][1260/1879] lr: 9.289e-02, eta: 4 days, 5:55:04, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6078, loss_cls: 2.8921, loss: 2.8921, grad_norm: 2.0457 2021-07-08 10:33:21,900 - mmaction - INFO - Epoch [45][1280/1879] lr: 9.289e-02, eta: 4 days, 5:54:41, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6215, loss_cls: 2.8487, loss: 2.8487, grad_norm: 2.0471 2021-07-08 10:33:39,380 - mmaction - INFO - Epoch [45][1300/1879] lr: 9.289e-02, eta: 4 days, 5:54:18, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6234, loss_cls: 2.8617, loss: 2.8617, grad_norm: 2.0534 2021-07-08 10:33:56,799 - mmaction - INFO - Epoch [45][1320/1879] lr: 9.289e-02, eta: 4 days, 5:53:54, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6242, loss_cls: 2.8229, loss: 2.8229, grad_norm: 2.0297 2021-07-08 10:34:14,320 - mmaction - INFO - Epoch [45][1340/1879] lr: 9.289e-02, eta: 4 days, 5:53:31, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6117, loss_cls: 2.9222, loss: 2.9222, grad_norm: 2.0477 2021-07-08 10:34:31,736 - mmaction - INFO - Epoch [45][1360/1879] lr: 9.289e-02, eta: 4 days, 5:53:08, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3492, top5_acc: 0.6043, loss_cls: 2.9440, loss: 2.9440, grad_norm: 2.0653 2021-07-08 10:34:49,272 - mmaction - INFO - Epoch [45][1380/1879] lr: 9.289e-02, eta: 4 days, 5:52:45, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6215, loss_cls: 2.8582, loss: 2.8582, grad_norm: 2.0224 2021-07-08 10:35:06,869 - mmaction - INFO - Epoch [45][1400/1879] lr: 9.289e-02, eta: 4 days, 5:52:22, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6328, loss_cls: 2.7750, loss: 2.7750, grad_norm: 2.0154 2021-07-08 10:35:24,354 - mmaction - INFO - Epoch [45][1420/1879] lr: 9.289e-02, eta: 4 days, 5:51:59, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6133, loss_cls: 2.8750, loss: 2.8750, grad_norm: 2.0559 2021-07-08 10:35:41,858 - mmaction - INFO - Epoch [45][1440/1879] lr: 9.289e-02, eta: 4 days, 5:51:36, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6270, loss_cls: 2.8562, loss: 2.8562, grad_norm: 2.0467 2021-07-08 10:35:59,396 - mmaction - INFO - Epoch [45][1460/1879] lr: 9.289e-02, eta: 4 days, 5:51:13, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3449, top5_acc: 0.6086, loss_cls: 2.9334, loss: 2.9334, grad_norm: 2.0744 2021-07-08 10:36:16,879 - mmaction - INFO - Epoch [45][1480/1879] lr: 9.289e-02, eta: 4 days, 5:50:50, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6117, loss_cls: 2.9593, loss: 2.9593, grad_norm: 2.0928 2021-07-08 10:36:34,368 - mmaction - INFO - Epoch [45][1500/1879] lr: 9.289e-02, eta: 4 days, 5:50:27, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6328, loss_cls: 2.8155, loss: 2.8155, grad_norm: 2.0751 2021-07-08 10:36:51,760 - mmaction - INFO - Epoch [45][1520/1879] lr: 9.289e-02, eta: 4 days, 5:50:03, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6281, loss_cls: 2.8343, loss: 2.8343, grad_norm: 2.1059 2021-07-08 10:37:09,216 - mmaction - INFO - Epoch [45][1540/1879] lr: 9.289e-02, eta: 4 days, 5:49:40, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6012, loss_cls: 2.9656, loss: 2.9656, grad_norm: 2.0772 2021-07-08 10:37:26,808 - mmaction - INFO - Epoch [45][1560/1879] lr: 9.289e-02, eta: 4 days, 5:49:17, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5992, loss_cls: 2.9733, loss: 2.9733, grad_norm: 2.0898 2021-07-08 10:37:44,315 - mmaction - INFO - Epoch [45][1580/1879] lr: 9.289e-02, eta: 4 days, 5:48:54, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6098, loss_cls: 2.9457, loss: 2.9457, grad_norm: 2.0651 2021-07-08 10:38:01,797 - mmaction - INFO - Epoch [45][1600/1879] lr: 9.289e-02, eta: 4 days, 5:48:31, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6199, loss_cls: 2.8692, loss: 2.8692, grad_norm: 2.0318 2021-07-08 10:38:19,224 - mmaction - INFO - Epoch [45][1620/1879] lr: 9.289e-02, eta: 4 days, 5:48:08, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3430, top5_acc: 0.5879, loss_cls: 3.0104, loss: 3.0104, grad_norm: 2.0735 2021-07-08 10:38:36,723 - mmaction - INFO - Epoch [45][1640/1879] lr: 9.289e-02, eta: 4 days, 5:47:45, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6109, loss_cls: 2.8863, loss: 2.8863, grad_norm: 2.0375 2021-07-08 10:38:54,223 - mmaction - INFO - Epoch [45][1660/1879] lr: 9.289e-02, eta: 4 days, 5:47:21, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.5941, loss_cls: 2.9619, loss: 2.9619, grad_norm: 2.0909 2021-07-08 10:39:11,637 - mmaction - INFO - Epoch [45][1680/1879] lr: 9.289e-02, eta: 4 days, 5:46:58, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6211, loss_cls: 2.8593, loss: 2.8593, grad_norm: 2.0345 2021-07-08 10:39:29,049 - mmaction - INFO - Epoch [45][1700/1879] lr: 9.289e-02, eta: 4 days, 5:46:35, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6059, loss_cls: 2.9363, loss: 2.9363, grad_norm: 2.0249 2021-07-08 10:39:46,545 - mmaction - INFO - Epoch [45][1720/1879] lr: 9.289e-02, eta: 4 days, 5:46:12, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6105, loss_cls: 2.9455, loss: 2.9455, grad_norm: 2.0949 2021-07-08 10:40:04,073 - mmaction - INFO - Epoch [45][1740/1879] lr: 9.289e-02, eta: 4 days, 5:45:49, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6098, loss_cls: 2.8919, loss: 2.8919, grad_norm: 2.0645 2021-07-08 10:40:21,528 - mmaction - INFO - Epoch [45][1760/1879] lr: 9.289e-02, eta: 4 days, 5:45:25, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6211, loss_cls: 2.8570, loss: 2.8570, grad_norm: 2.0449 2021-07-08 10:40:38,974 - mmaction - INFO - Epoch [45][1780/1879] lr: 9.289e-02, eta: 4 days, 5:45:02, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6129, loss_cls: 2.9315, loss: 2.9315, grad_norm: 2.0415 2021-07-08 10:40:56,444 - mmaction - INFO - Epoch [45][1800/1879] lr: 9.289e-02, eta: 4 days, 5:44:39, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6051, loss_cls: 2.9527, loss: 2.9527, grad_norm: 2.0798 2021-07-08 10:41:13,895 - mmaction - INFO - Epoch [45][1820/1879] lr: 9.289e-02, eta: 4 days, 5:44:16, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6074, loss_cls: 2.9473, loss: 2.9473, grad_norm: 2.0438 2021-07-08 10:41:31,544 - mmaction - INFO - Epoch [45][1840/1879] lr: 9.289e-02, eta: 4 days, 5:43:53, time: 0.880, data_time: 0.001, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6141, loss_cls: 2.8708, loss: 2.8708, grad_norm: 2.0523 2021-07-08 10:41:49,201 - mmaction - INFO - Epoch [45][1860/1879] lr: 9.289e-02, eta: 4 days, 5:43:31, time: 0.884, data_time: 0.005, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6230, loss_cls: 2.8753, loss: 2.8753, grad_norm: 2.0543 2021-07-08 10:46:02,983 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 10:46:03,762 - mmaction - INFO - top1_acc 0.4107 top5_acc 0.6821 2021-07-08 10:46:03,762 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 10:46:03,809 - mmaction - INFO - mean_acc 0.4107 2021-07-08 10:46:04,644 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_45.pth. 2021-07-08 10:46:04,645 - mmaction - INFO - Best top1_acc is 0.4107 at 45 epoch. 2021-07-08 10:46:04,664 - mmaction - INFO - Epoch(val) [45][155] top1_acc: 0.4107, top5_acc: 0.6821, mean_class_accuracy: 0.4107 2021-07-08 10:47:39,491 - mmaction - INFO - Epoch [46][20/1879] lr: 9.257e-02, eta: 4 days, 5:47:30, time: 4.738, data_time: 3.396, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6312, loss_cls: 2.7754, loss: 2.7754, grad_norm: 2.0228 2021-07-08 10:47:56,812 - mmaction - INFO - Epoch [46][40/1879] lr: 9.257e-02, eta: 4 days, 5:47:06, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6164, loss_cls: 2.8699, loss: 2.8699, grad_norm: 2.1030 2021-07-08 10:48:13,881 - mmaction - INFO - Epoch [46][60/1879] lr: 9.257e-02, eta: 4 days, 5:46:41, time: 0.854, data_time: 0.003, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6332, loss_cls: 2.7935, loss: 2.7935, grad_norm: 2.0854 2021-07-08 10:48:31,260 - mmaction - INFO - Epoch [46][80/1879] lr: 9.257e-02, eta: 4 days, 5:46:18, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6109, loss_cls: 2.8887, loss: 2.8887, grad_norm: 2.0741 2021-07-08 10:48:48,775 - mmaction - INFO - Epoch [46][100/1879] lr: 9.257e-02, eta: 4 days, 5:45:54, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6215, loss_cls: 2.8614, loss: 2.8614, grad_norm: 2.0330 2021-07-08 10:49:06,186 - mmaction - INFO - Epoch [46][120/1879] lr: 9.257e-02, eta: 4 days, 5:45:31, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6105, loss_cls: 2.9215, loss: 2.9215, grad_norm: 2.1063 2021-07-08 10:49:23,616 - mmaction - INFO - Epoch [46][140/1879] lr: 9.257e-02, eta: 4 days, 5:45:08, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6195, loss_cls: 2.8596, loss: 2.8596, grad_norm: 2.0291 2021-07-08 10:49:41,062 - mmaction - INFO - Epoch [46][160/1879] lr: 9.257e-02, eta: 4 days, 5:44:44, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6363, loss_cls: 2.8118, loss: 2.8118, grad_norm: 2.0991 2021-07-08 10:49:58,390 - mmaction - INFO - Epoch [46][180/1879] lr: 9.257e-02, eta: 4 days, 5:44:20, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6234, loss_cls: 2.8351, loss: 2.8351, grad_norm: 2.0803 2021-07-08 10:50:15,942 - mmaction - INFO - Epoch [46][200/1879] lr: 9.257e-02, eta: 4 days, 5:43:57, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6227, loss_cls: 2.8548, loss: 2.8548, grad_norm: 2.0728 2021-07-08 10:50:33,397 - mmaction - INFO - Epoch [46][220/1879] lr: 9.257e-02, eta: 4 days, 5:43:34, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6242, loss_cls: 2.8588, loss: 2.8588, grad_norm: 2.0638 2021-07-08 10:50:51,042 - mmaction - INFO - Epoch [46][240/1879] lr: 9.257e-02, eta: 4 days, 5:43:12, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6223, loss_cls: 2.8939, loss: 2.8939, grad_norm: 2.1118 2021-07-08 10:51:08,391 - mmaction - INFO - Epoch [46][260/1879] lr: 9.257e-02, eta: 4 days, 5:42:48, time: 0.868, data_time: 0.006, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6125, loss_cls: 2.9184, loss: 2.9184, grad_norm: 2.0605 2021-07-08 10:51:25,795 - mmaction - INFO - Epoch [46][280/1879] lr: 9.257e-02, eta: 4 days, 5:42:24, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6180, loss_cls: 2.8388, loss: 2.8388, grad_norm: 2.0206 2021-07-08 10:51:43,235 - mmaction - INFO - Epoch [46][300/1879] lr: 9.257e-02, eta: 4 days, 5:42:01, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6199, loss_cls: 2.9129, loss: 2.9129, grad_norm: 2.0720 2021-07-08 10:52:00,775 - mmaction - INFO - Epoch [46][320/1879] lr: 9.257e-02, eta: 4 days, 5:41:38, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6258, loss_cls: 2.8174, loss: 2.8174, grad_norm: 2.0502 2021-07-08 10:52:18,287 - mmaction - INFO - Epoch [46][340/1879] lr: 9.257e-02, eta: 4 days, 5:41:15, time: 0.877, data_time: 0.007, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6363, loss_cls: 2.7965, loss: 2.7965, grad_norm: 2.1148 2021-07-08 10:52:35,689 - mmaction - INFO - Epoch [46][360/1879] lr: 9.257e-02, eta: 4 days, 5:40:52, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6141, loss_cls: 2.9066, loss: 2.9066, grad_norm: 2.0791 2021-07-08 10:52:53,115 - mmaction - INFO - Epoch [46][380/1879] lr: 9.257e-02, eta: 4 days, 5:40:28, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6156, loss_cls: 2.9016, loss: 2.9016, grad_norm: 2.1067 2021-07-08 10:53:10,664 - mmaction - INFO - Epoch [46][400/1879] lr: 9.257e-02, eta: 4 days, 5:40:05, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6078, loss_cls: 2.9231, loss: 2.9231, grad_norm: 2.0595 2021-07-08 10:53:28,122 - mmaction - INFO - Epoch [46][420/1879] lr: 9.257e-02, eta: 4 days, 5:39:42, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6211, loss_cls: 2.8431, loss: 2.8431, grad_norm: 2.0419 2021-07-08 10:53:45,671 - mmaction - INFO - Epoch [46][440/1879] lr: 9.257e-02, eta: 4 days, 5:39:19, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6180, loss_cls: 2.8971, loss: 2.8971, grad_norm: 2.0590 2021-07-08 10:54:03,097 - mmaction - INFO - Epoch [46][460/1879] lr: 9.257e-02, eta: 4 days, 5:38:56, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6117, loss_cls: 2.9296, loss: 2.9296, grad_norm: 2.0177 2021-07-08 10:54:20,581 - mmaction - INFO - Epoch [46][480/1879] lr: 9.257e-02, eta: 4 days, 5:38:33, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6258, loss_cls: 2.8605, loss: 2.8605, grad_norm: 2.0892 2021-07-08 10:54:38,132 - mmaction - INFO - Epoch [46][500/1879] lr: 9.257e-02, eta: 4 days, 5:38:10, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6324, loss_cls: 2.7986, loss: 2.7986, grad_norm: 2.0294 2021-07-08 10:54:55,562 - mmaction - INFO - Epoch [46][520/1879] lr: 9.257e-02, eta: 4 days, 5:37:47, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6344, loss_cls: 2.8182, loss: 2.8182, grad_norm: 2.0768 2021-07-08 10:55:12,990 - mmaction - INFO - Epoch [46][540/1879] lr: 9.257e-02, eta: 4 days, 5:37:23, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3445, top5_acc: 0.6012, loss_cls: 2.9620, loss: 2.9620, grad_norm: 2.0823 2021-07-08 10:55:30,546 - mmaction - INFO - Epoch [46][560/1879] lr: 9.257e-02, eta: 4 days, 5:37:01, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6293, loss_cls: 2.8409, loss: 2.8409, grad_norm: 2.0202 2021-07-08 10:55:48,008 - mmaction - INFO - Epoch [46][580/1879] lr: 9.257e-02, eta: 4 days, 5:36:37, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6137, loss_cls: 2.8668, loss: 2.8668, grad_norm: 2.1085 2021-07-08 10:56:05,487 - mmaction - INFO - Epoch [46][600/1879] lr: 9.257e-02, eta: 4 days, 5:36:14, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6348, loss_cls: 2.7882, loss: 2.7882, grad_norm: 2.0609 2021-07-08 10:56:22,885 - mmaction - INFO - Epoch [46][620/1879] lr: 9.257e-02, eta: 4 days, 5:35:51, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6012, loss_cls: 2.9028, loss: 2.9028, grad_norm: 2.0622 2021-07-08 10:56:40,348 - mmaction - INFO - Epoch [46][640/1879] lr: 9.257e-02, eta: 4 days, 5:35:27, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6148, loss_cls: 2.8731, loss: 2.8731, grad_norm: 2.1057 2021-07-08 10:56:57,980 - mmaction - INFO - Epoch [46][660/1879] lr: 9.257e-02, eta: 4 days, 5:35:05, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6141, loss_cls: 2.8536, loss: 2.8536, grad_norm: 2.0745 2021-07-08 10:57:15,323 - mmaction - INFO - Epoch [46][680/1879] lr: 9.257e-02, eta: 4 days, 5:34:41, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6211, loss_cls: 2.8088, loss: 2.8088, grad_norm: 2.0705 2021-07-08 10:57:32,717 - mmaction - INFO - Epoch [46][700/1879] lr: 9.257e-02, eta: 4 days, 5:34:18, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6090, loss_cls: 2.8907, loss: 2.8907, grad_norm: 2.0712 2021-07-08 10:57:50,369 - mmaction - INFO - Epoch [46][720/1879] lr: 9.257e-02, eta: 4 days, 5:33:55, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6027, loss_cls: 2.9316, loss: 2.9316, grad_norm: 2.0661 2021-07-08 10:58:07,802 - mmaction - INFO - Epoch [46][740/1879] lr: 9.257e-02, eta: 4 days, 5:33:32, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6242, loss_cls: 2.8176, loss: 2.8176, grad_norm: 2.0695 2021-07-08 10:58:25,254 - mmaction - INFO - Epoch [46][760/1879] lr: 9.257e-02, eta: 4 days, 5:33:09, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6324, loss_cls: 2.8494, loss: 2.8494, grad_norm: 2.0396 2021-07-08 10:58:42,841 - mmaction - INFO - Epoch [46][780/1879] lr: 9.257e-02, eta: 4 days, 5:32:46, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6301, loss_cls: 2.8663, loss: 2.8663, grad_norm: 2.0472 2021-07-08 10:59:00,259 - mmaction - INFO - Epoch [46][800/1879] lr: 9.257e-02, eta: 4 days, 5:32:23, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6297, loss_cls: 2.8485, loss: 2.8485, grad_norm: 2.0496 2021-07-08 10:59:17,734 - mmaction - INFO - Epoch [46][820/1879] lr: 9.257e-02, eta: 4 days, 5:32:00, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6359, loss_cls: 2.8195, loss: 2.8195, grad_norm: 2.0928 2021-07-08 10:59:35,073 - mmaction - INFO - Epoch [46][840/1879] lr: 9.257e-02, eta: 4 days, 5:31:36, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6207, loss_cls: 2.8251, loss: 2.8251, grad_norm: 2.0839 2021-07-08 10:59:52,452 - mmaction - INFO - Epoch [46][860/1879] lr: 9.257e-02, eta: 4 days, 5:31:12, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6055, loss_cls: 2.9454, loss: 2.9454, grad_norm: 2.0687 2021-07-08 11:00:09,998 - mmaction - INFO - Epoch [46][880/1879] lr: 9.257e-02, eta: 4 days, 5:30:50, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6082, loss_cls: 2.9265, loss: 2.9265, grad_norm: 2.0461 2021-07-08 11:00:27,541 - mmaction - INFO - Epoch [46][900/1879] lr: 9.257e-02, eta: 4 days, 5:30:27, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6199, loss_cls: 2.8964, loss: 2.8964, grad_norm: 2.0531 2021-07-08 11:00:45,090 - mmaction - INFO - Epoch [46][920/1879] lr: 9.257e-02, eta: 4 days, 5:30:04, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6227, loss_cls: 2.8444, loss: 2.8444, grad_norm: 2.0177 2021-07-08 11:01:02,548 - mmaction - INFO - Epoch [46][940/1879] lr: 9.257e-02, eta: 4 days, 5:29:41, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6164, loss_cls: 2.9032, loss: 2.9032, grad_norm: 2.0858 2021-07-08 11:01:20,024 - mmaction - INFO - Epoch [46][960/1879] lr: 9.257e-02, eta: 4 days, 5:29:18, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6059, loss_cls: 2.9551, loss: 2.9551, grad_norm: 2.0709 2021-07-08 11:01:37,522 - mmaction - INFO - Epoch [46][980/1879] lr: 9.257e-02, eta: 4 days, 5:28:55, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6230, loss_cls: 2.8463, loss: 2.8463, grad_norm: 2.0599 2021-07-08 11:01:54,918 - mmaction - INFO - Epoch [46][1000/1879] lr: 9.257e-02, eta: 4 days, 5:28:31, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6215, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.1081 2021-07-08 11:02:12,428 - mmaction - INFO - Epoch [46][1020/1879] lr: 9.257e-02, eta: 4 days, 5:28:08, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6289, loss_cls: 2.8363, loss: 2.8363, grad_norm: 2.0573 2021-07-08 11:02:29,910 - mmaction - INFO - Epoch [46][1040/1879] lr: 9.257e-02, eta: 4 days, 5:27:45, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6258, loss_cls: 2.8568, loss: 2.8568, grad_norm: 2.0931 2021-07-08 11:02:47,460 - mmaction - INFO - Epoch [46][1060/1879] lr: 9.257e-02, eta: 4 days, 5:27:22, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6055, loss_cls: 2.9441, loss: 2.9441, grad_norm: 2.1078 2021-07-08 11:03:04,931 - mmaction - INFO - Epoch [46][1080/1879] lr: 9.257e-02, eta: 4 days, 5:26:59, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6117, loss_cls: 2.8845, loss: 2.8845, grad_norm: 2.1278 2021-07-08 11:03:22,419 - mmaction - INFO - Epoch [46][1100/1879] lr: 9.257e-02, eta: 4 days, 5:26:37, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6238, loss_cls: 2.8766, loss: 2.8766, grad_norm: 2.0654 2021-07-08 11:03:39,959 - mmaction - INFO - Epoch [46][1120/1879] lr: 9.257e-02, eta: 4 days, 5:26:14, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6270, loss_cls: 2.8913, loss: 2.8913, grad_norm: 2.1022 2021-07-08 11:03:57,531 - mmaction - INFO - Epoch [46][1140/1879] lr: 9.257e-02, eta: 4 days, 5:25:51, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6324, loss_cls: 2.8035, loss: 2.8035, grad_norm: 2.0423 2021-07-08 11:04:15,088 - mmaction - INFO - Epoch [46][1160/1879] lr: 9.257e-02, eta: 4 days, 5:25:28, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6141, loss_cls: 2.9046, loss: 2.9046, grad_norm: 2.0928 2021-07-08 11:04:32,524 - mmaction - INFO - Epoch [46][1180/1879] lr: 9.257e-02, eta: 4 days, 5:25:05, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6062, loss_cls: 2.9442, loss: 2.9442, grad_norm: 2.1104 2021-07-08 11:04:50,001 - mmaction - INFO - Epoch [46][1200/1879] lr: 9.257e-02, eta: 4 days, 5:24:42, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3547, top5_acc: 0.5980, loss_cls: 2.9200, loss: 2.9200, grad_norm: 2.0977 2021-07-08 11:05:07,498 - mmaction - INFO - Epoch [46][1220/1879] lr: 9.257e-02, eta: 4 days, 5:24:19, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6176, loss_cls: 2.9370, loss: 2.9370, grad_norm: 2.0576 2021-07-08 11:05:24,883 - mmaction - INFO - Epoch [46][1240/1879] lr: 9.257e-02, eta: 4 days, 5:23:56, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6262, loss_cls: 2.8363, loss: 2.8363, grad_norm: 2.0919 2021-07-08 11:05:42,591 - mmaction - INFO - Epoch [46][1260/1879] lr: 9.257e-02, eta: 4 days, 5:23:34, time: 0.886, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6289, loss_cls: 2.8099, loss: 2.8099, grad_norm: 2.0527 2021-07-08 11:06:00,164 - mmaction - INFO - Epoch [46][1280/1879] lr: 9.257e-02, eta: 4 days, 5:23:11, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6180, loss_cls: 2.9088, loss: 2.9088, grad_norm: 2.1030 2021-07-08 11:06:17,541 - mmaction - INFO - Epoch [46][1300/1879] lr: 9.257e-02, eta: 4 days, 5:22:47, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3500, top5_acc: 0.6164, loss_cls: 2.9403, loss: 2.9403, grad_norm: 2.1196 2021-07-08 11:06:34,936 - mmaction - INFO - Epoch [46][1320/1879] lr: 9.257e-02, eta: 4 days, 5:22:24, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6023, loss_cls: 2.8978, loss: 2.8978, grad_norm: 2.0624 2021-07-08 11:06:52,300 - mmaction - INFO - Epoch [46][1340/1879] lr: 9.257e-02, eta: 4 days, 5:22:00, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6102, loss_cls: 2.8527, loss: 2.8527, grad_norm: 2.0144 2021-07-08 11:07:09,862 - mmaction - INFO - Epoch [46][1360/1879] lr: 9.257e-02, eta: 4 days, 5:21:38, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6164, loss_cls: 2.8769, loss: 2.8769, grad_norm: 2.1065 2021-07-08 11:07:27,413 - mmaction - INFO - Epoch [46][1380/1879] lr: 9.257e-02, eta: 4 days, 5:21:15, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6266, loss_cls: 2.8675, loss: 2.8675, grad_norm: 2.0741 2021-07-08 11:07:44,808 - mmaction - INFO - Epoch [46][1400/1879] lr: 9.257e-02, eta: 4 days, 5:20:52, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6156, loss_cls: 2.8585, loss: 2.8585, grad_norm: 2.0827 2021-07-08 11:08:02,314 - mmaction - INFO - Epoch [46][1420/1879] lr: 9.257e-02, eta: 4 days, 5:20:29, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6152, loss_cls: 2.9100, loss: 2.9100, grad_norm: 2.0915 2021-07-08 11:08:19,774 - mmaction - INFO - Epoch [46][1440/1879] lr: 9.257e-02, eta: 4 days, 5:20:06, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6262, loss_cls: 2.8470, loss: 2.8470, grad_norm: 2.0556 2021-07-08 11:08:37,365 - mmaction - INFO - Epoch [46][1460/1879] lr: 9.257e-02, eta: 4 days, 5:19:43, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6098, loss_cls: 2.9198, loss: 2.9198, grad_norm: 2.0967 2021-07-08 11:08:54,762 - mmaction - INFO - Epoch [46][1480/1879] lr: 9.257e-02, eta: 4 days, 5:19:20, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6176, loss_cls: 2.8871, loss: 2.8871, grad_norm: 2.0587 2021-07-08 11:09:12,239 - mmaction - INFO - Epoch [46][1500/1879] lr: 9.257e-02, eta: 4 days, 5:18:57, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6180, loss_cls: 2.8504, loss: 2.8504, grad_norm: 2.0424 2021-07-08 11:09:29,633 - mmaction - INFO - Epoch [46][1520/1879] lr: 9.257e-02, eta: 4 days, 5:18:33, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6148, loss_cls: 2.8947, loss: 2.8947, grad_norm: 2.0303 2021-07-08 11:09:47,173 - mmaction - INFO - Epoch [46][1540/1879] lr: 9.257e-02, eta: 4 days, 5:18:10, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6039, loss_cls: 2.9239, loss: 2.9239, grad_norm: 2.0986 2021-07-08 11:10:04,614 - mmaction - INFO - Epoch [46][1560/1879] lr: 9.257e-02, eta: 4 days, 5:17:47, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6250, loss_cls: 2.8444, loss: 2.8444, grad_norm: 2.0598 2021-07-08 11:10:22,010 - mmaction - INFO - Epoch [46][1580/1879] lr: 9.257e-02, eta: 4 days, 5:17:24, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6141, loss_cls: 2.9188, loss: 2.9188, grad_norm: 2.0740 2021-07-08 11:10:39,501 - mmaction - INFO - Epoch [46][1600/1879] lr: 9.257e-02, eta: 4 days, 5:17:01, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6102, loss_cls: 2.9106, loss: 2.9106, grad_norm: 2.0946 2021-07-08 11:10:57,007 - mmaction - INFO - Epoch [46][1620/1879] lr: 9.257e-02, eta: 4 days, 5:16:38, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6312, loss_cls: 2.8415, loss: 2.8415, grad_norm: 2.0510 2021-07-08 11:11:14,503 - mmaction - INFO - Epoch [46][1640/1879] lr: 9.257e-02, eta: 4 days, 5:16:15, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6148, loss_cls: 2.8557, loss: 2.8557, grad_norm: 2.1181 2021-07-08 11:11:32,116 - mmaction - INFO - Epoch [46][1660/1879] lr: 9.257e-02, eta: 4 days, 5:15:53, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6113, loss_cls: 2.9022, loss: 2.9022, grad_norm: 2.0479 2021-07-08 11:11:49,557 - mmaction - INFO - Epoch [46][1680/1879] lr: 9.257e-02, eta: 4 days, 5:15:30, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6078, loss_cls: 2.8962, loss: 2.8962, grad_norm: 2.0868 2021-07-08 11:12:06,969 - mmaction - INFO - Epoch [46][1700/1879] lr: 9.257e-02, eta: 4 days, 5:15:06, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6121, loss_cls: 2.9114, loss: 2.9114, grad_norm: 2.1311 2021-07-08 11:12:24,372 - mmaction - INFO - Epoch [46][1720/1879] lr: 9.257e-02, eta: 4 days, 5:14:43, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6199, loss_cls: 2.8639, loss: 2.8639, grad_norm: 2.0819 2021-07-08 11:12:41,886 - mmaction - INFO - Epoch [46][1740/1879] lr: 9.257e-02, eta: 4 days, 5:14:20, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6211, loss_cls: 2.9053, loss: 2.9053, grad_norm: 2.1181 2021-07-08 11:12:59,359 - mmaction - INFO - Epoch [46][1760/1879] lr: 9.257e-02, eta: 4 days, 5:13:57, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6078, loss_cls: 2.8762, loss: 2.8762, grad_norm: 2.0618 2021-07-08 11:13:16,720 - mmaction - INFO - Epoch [46][1780/1879] lr: 9.257e-02, eta: 4 days, 5:13:34, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6258, loss_cls: 2.8509, loss: 2.8509, grad_norm: 2.0919 2021-07-08 11:13:34,245 - mmaction - INFO - Epoch [46][1800/1879] lr: 9.257e-02, eta: 4 days, 5:13:11, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3477, top5_acc: 0.6008, loss_cls: 2.9288, loss: 2.9288, grad_norm: 2.0745 2021-07-08 11:13:51,666 - mmaction - INFO - Epoch [46][1820/1879] lr: 9.257e-02, eta: 4 days, 5:12:48, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6121, loss_cls: 2.8678, loss: 2.8678, grad_norm: 2.0567 2021-07-08 11:14:09,179 - mmaction - INFO - Epoch [46][1840/1879] lr: 9.257e-02, eta: 4 days, 5:12:25, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3566, top5_acc: 0.5992, loss_cls: 2.9386, loss: 2.9386, grad_norm: 2.0664 2021-07-08 11:14:26,682 - mmaction - INFO - Epoch [46][1860/1879] lr: 9.257e-02, eta: 4 days, 5:12:02, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6121, loss_cls: 2.9080, loss: 2.9080, grad_norm: 2.1047 2021-07-08 11:17:04,848 - mmaction - INFO - Epoch [47][20/1879] lr: 9.224e-02, eta: 4 days, 5:18:59, time: 6.759, data_time: 5.844, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6293, loss_cls: 2.7974, loss: 2.7974, grad_norm: 2.0300 2021-07-08 11:17:22,048 - mmaction - INFO - Epoch [47][40/1879] lr: 9.224e-02, eta: 4 days, 5:18:34, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6254, loss_cls: 2.8779, loss: 2.8779, grad_norm: 2.0554 2021-07-08 11:17:39,122 - mmaction - INFO - Epoch [47][60/1879] lr: 9.224e-02, eta: 4 days, 5:18:09, time: 0.852, data_time: 0.001, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6188, loss_cls: 2.8776, loss: 2.8776, grad_norm: 2.1089 2021-07-08 11:17:56,325 - mmaction - INFO - Epoch [47][80/1879] lr: 9.224e-02, eta: 4 days, 5:17:45, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6168, loss_cls: 2.9013, loss: 2.9013, grad_norm: 2.0792 2021-07-08 11:18:13,766 - mmaction - INFO - Epoch [47][100/1879] lr: 9.224e-02, eta: 4 days, 5:17:22, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6430, loss_cls: 2.7677, loss: 2.7677, grad_norm: 2.0495 2021-07-08 11:18:31,325 - mmaction - INFO - Epoch [47][120/1879] lr: 9.224e-02, eta: 4 days, 5:16:59, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6086, loss_cls: 2.9322, loss: 2.9322, grad_norm: 2.1359 2021-07-08 11:18:48,665 - mmaction - INFO - Epoch [47][140/1879] lr: 9.224e-02, eta: 4 days, 5:16:35, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6094, loss_cls: 2.9170, loss: 2.9170, grad_norm: 2.0813 2021-07-08 11:19:06,208 - mmaction - INFO - Epoch [47][160/1879] lr: 9.224e-02, eta: 4 days, 5:16:12, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6109, loss_cls: 2.9077, loss: 2.9077, grad_norm: 2.1055 2021-07-08 11:19:23,656 - mmaction - INFO - Epoch [47][180/1879] lr: 9.224e-02, eta: 4 days, 5:15:49, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6129, loss_cls: 2.8848, loss: 2.8848, grad_norm: 2.0824 2021-07-08 11:19:41,053 - mmaction - INFO - Epoch [47][200/1879] lr: 9.224e-02, eta: 4 days, 5:15:26, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6098, loss_cls: 2.8822, loss: 2.8822, grad_norm: 2.1048 2021-07-08 11:19:58,480 - mmaction - INFO - Epoch [47][220/1879] lr: 9.224e-02, eta: 4 days, 5:15:02, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6066, loss_cls: 2.9483, loss: 2.9483, grad_norm: 2.0665 2021-07-08 11:20:15,812 - mmaction - INFO - Epoch [47][240/1879] lr: 9.224e-02, eta: 4 days, 5:14:39, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6328, loss_cls: 2.7856, loss: 2.7856, grad_norm: 2.0539 2021-07-08 11:20:33,380 - mmaction - INFO - Epoch [47][260/1879] lr: 9.224e-02, eta: 4 days, 5:14:16, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6125, loss_cls: 2.9099, loss: 2.9099, grad_norm: 2.1093 2021-07-08 11:20:50,778 - mmaction - INFO - Epoch [47][280/1879] lr: 9.224e-02, eta: 4 days, 5:13:53, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6254, loss_cls: 2.8567, loss: 2.8567, grad_norm: 2.1009 2021-07-08 11:21:08,257 - mmaction - INFO - Epoch [47][300/1879] lr: 9.224e-02, eta: 4 days, 5:13:30, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6203, loss_cls: 2.8990, loss: 2.8990, grad_norm: 2.1045 2021-07-08 11:21:25,839 - mmaction - INFO - Epoch [47][320/1879] lr: 9.224e-02, eta: 4 days, 5:13:07, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6230, loss_cls: 2.8939, loss: 2.8939, grad_norm: 2.1136 2021-07-08 11:21:43,205 - mmaction - INFO - Epoch [47][340/1879] lr: 9.224e-02, eta: 4 days, 5:12:44, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6293, loss_cls: 2.7966, loss: 2.7966, grad_norm: 2.0824 2021-07-08 11:22:00,758 - mmaction - INFO - Epoch [47][360/1879] lr: 9.224e-02, eta: 4 days, 5:12:21, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6293, loss_cls: 2.8163, loss: 2.8163, grad_norm: 2.0888 2021-07-08 11:22:18,261 - mmaction - INFO - Epoch [47][380/1879] lr: 9.224e-02, eta: 4 days, 5:11:58, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6250, loss_cls: 2.8409, loss: 2.8409, grad_norm: 2.1156 2021-07-08 11:22:35,682 - mmaction - INFO - Epoch [47][400/1879] lr: 9.224e-02, eta: 4 days, 5:11:34, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6309, loss_cls: 2.8332, loss: 2.8332, grad_norm: 2.0964 2021-07-08 11:22:53,233 - mmaction - INFO - Epoch [47][420/1879] lr: 9.224e-02, eta: 4 days, 5:11:12, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6195, loss_cls: 2.8078, loss: 2.8078, grad_norm: 2.0775 2021-07-08 11:23:10,660 - mmaction - INFO - Epoch [47][440/1879] lr: 9.224e-02, eta: 4 days, 5:10:49, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3508, top5_acc: 0.5984, loss_cls: 2.9795, loss: 2.9795, grad_norm: 2.1156 2021-07-08 11:23:28,139 - mmaction - INFO - Epoch [47][460/1879] lr: 9.224e-02, eta: 4 days, 5:10:26, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6359, loss_cls: 2.7933, loss: 2.7933, grad_norm: 2.0808 2021-07-08 11:23:45,642 - mmaction - INFO - Epoch [47][480/1879] lr: 9.224e-02, eta: 4 days, 5:10:02, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6188, loss_cls: 2.8759, loss: 2.8759, grad_norm: 2.0626 2021-07-08 11:24:03,258 - mmaction - INFO - Epoch [47][500/1879] lr: 9.224e-02, eta: 4 days, 5:09:40, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6117, loss_cls: 2.8984, loss: 2.8984, grad_norm: 2.0705 2021-07-08 11:24:20,744 - mmaction - INFO - Epoch [47][520/1879] lr: 9.224e-02, eta: 4 days, 5:09:17, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6012, loss_cls: 2.9396, loss: 2.9396, grad_norm: 2.1049 2021-07-08 11:24:38,223 - mmaction - INFO - Epoch [47][540/1879] lr: 9.224e-02, eta: 4 days, 5:08:54, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6176, loss_cls: 2.8781, loss: 2.8781, grad_norm: 2.0696 2021-07-08 11:24:55,686 - mmaction - INFO - Epoch [47][560/1879] lr: 9.224e-02, eta: 4 days, 5:08:31, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6207, loss_cls: 2.9180, loss: 2.9180, grad_norm: 2.0911 2021-07-08 11:25:13,272 - mmaction - INFO - Epoch [47][580/1879] lr: 9.224e-02, eta: 4 days, 5:08:08, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6102, loss_cls: 2.8599, loss: 2.8599, grad_norm: 2.0919 2021-07-08 11:25:30,580 - mmaction - INFO - Epoch [47][600/1879] lr: 9.224e-02, eta: 4 days, 5:07:45, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6293, loss_cls: 2.8207, loss: 2.8207, grad_norm: 2.0972 2021-07-08 11:25:48,057 - mmaction - INFO - Epoch [47][620/1879] lr: 9.224e-02, eta: 4 days, 5:07:22, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6176, loss_cls: 2.8797, loss: 2.8797, grad_norm: 2.0673 2021-07-08 11:26:05,426 - mmaction - INFO - Epoch [47][640/1879] lr: 9.224e-02, eta: 4 days, 5:06:58, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6137, loss_cls: 2.9145, loss: 2.9145, grad_norm: 2.0597 2021-07-08 11:26:23,059 - mmaction - INFO - Epoch [47][660/1879] lr: 9.224e-02, eta: 4 days, 5:06:36, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6332, loss_cls: 2.7857, loss: 2.7857, grad_norm: 2.0072 2021-07-08 11:26:40,536 - mmaction - INFO - Epoch [47][680/1879] lr: 9.224e-02, eta: 4 days, 5:06:13, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6316, loss_cls: 2.8155, loss: 2.8155, grad_norm: 2.0373 2021-07-08 11:26:58,051 - mmaction - INFO - Epoch [47][700/1879] lr: 9.224e-02, eta: 4 days, 5:05:50, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6117, loss_cls: 2.8779, loss: 2.8779, grad_norm: 2.0776 2021-07-08 11:27:15,520 - mmaction - INFO - Epoch [47][720/1879] lr: 9.224e-02, eta: 4 days, 5:05:27, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6020, loss_cls: 2.9345, loss: 2.9345, grad_norm: 2.0608 2021-07-08 11:27:32,980 - mmaction - INFO - Epoch [47][740/1879] lr: 9.224e-02, eta: 4 days, 5:05:04, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3426, top5_acc: 0.6172, loss_cls: 2.9212, loss: 2.9212, grad_norm: 2.0732 2021-07-08 11:27:50,491 - mmaction - INFO - Epoch [47][760/1879] lr: 9.224e-02, eta: 4 days, 5:04:41, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6246, loss_cls: 2.8688, loss: 2.8688, grad_norm: 2.0531 2021-07-08 11:28:08,020 - mmaction - INFO - Epoch [47][780/1879] lr: 9.224e-02, eta: 4 days, 5:04:18, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6289, loss_cls: 2.8579, loss: 2.8579, grad_norm: 2.0585 2021-07-08 11:28:25,263 - mmaction - INFO - Epoch [47][800/1879] lr: 9.224e-02, eta: 4 days, 5:03:54, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6145, loss_cls: 2.8677, loss: 2.8677, grad_norm: 2.1431 2021-07-08 11:28:42,755 - mmaction - INFO - Epoch [47][820/1879] lr: 9.224e-02, eta: 4 days, 5:03:31, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6223, loss_cls: 2.8139, loss: 2.8139, grad_norm: 2.0511 2021-07-08 11:29:00,310 - mmaction - INFO - Epoch [47][840/1879] lr: 9.224e-02, eta: 4 days, 5:03:09, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6102, loss_cls: 2.9031, loss: 2.9031, grad_norm: 2.1079 2021-07-08 11:29:17,907 - mmaction - INFO - Epoch [47][860/1879] lr: 9.224e-02, eta: 4 days, 5:02:46, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6102, loss_cls: 2.9030, loss: 2.9030, grad_norm: 2.1091 2021-07-08 11:29:35,298 - mmaction - INFO - Epoch [47][880/1879] lr: 9.224e-02, eta: 4 days, 5:02:23, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6301, loss_cls: 2.8546, loss: 2.8546, grad_norm: 2.0676 2021-07-08 11:29:52,725 - mmaction - INFO - Epoch [47][900/1879] lr: 9.224e-02, eta: 4 days, 5:02:00, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6117, loss_cls: 2.8901, loss: 2.8901, grad_norm: 2.0738 2021-07-08 11:30:10,243 - mmaction - INFO - Epoch [47][920/1879] lr: 9.224e-02, eta: 4 days, 5:01:37, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6188, loss_cls: 2.8751, loss: 2.8751, grad_norm: 2.0979 2021-07-08 11:30:27,689 - mmaction - INFO - Epoch [47][940/1879] lr: 9.224e-02, eta: 4 days, 5:01:13, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6129, loss_cls: 2.8804, loss: 2.8804, grad_norm: 2.1198 2021-07-08 11:30:45,165 - mmaction - INFO - Epoch [47][960/1879] lr: 9.224e-02, eta: 4 days, 5:00:51, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6352, loss_cls: 2.8332, loss: 2.8332, grad_norm: 2.0610 2021-07-08 11:31:02,708 - mmaction - INFO - Epoch [47][980/1879] lr: 9.224e-02, eta: 4 days, 5:00:28, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6156, loss_cls: 2.9026, loss: 2.9026, grad_norm: 2.1194 2021-07-08 11:31:20,169 - mmaction - INFO - Epoch [47][1000/1879] lr: 9.224e-02, eta: 4 days, 5:00:05, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3484, top5_acc: 0.5949, loss_cls: 2.9877, loss: 2.9877, grad_norm: 2.0871 2021-07-08 11:31:37,602 - mmaction - INFO - Epoch [47][1020/1879] lr: 9.224e-02, eta: 4 days, 4:59:42, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3559, top5_acc: 0.5855, loss_cls: 2.9886, loss: 2.9886, grad_norm: 2.1191 2021-07-08 11:31:55,147 - mmaction - INFO - Epoch [47][1040/1879] lr: 9.224e-02, eta: 4 days, 4:59:19, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6184, loss_cls: 2.8531, loss: 2.8531, grad_norm: 2.0286 2021-07-08 11:32:12,559 - mmaction - INFO - Epoch [47][1060/1879] lr: 9.224e-02, eta: 4 days, 4:58:56, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6137, loss_cls: 2.8930, loss: 2.8930, grad_norm: 2.0633 2021-07-08 11:32:30,002 - mmaction - INFO - Epoch [47][1080/1879] lr: 9.224e-02, eta: 4 days, 4:58:33, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6242, loss_cls: 2.8076, loss: 2.8076, grad_norm: 2.0826 2021-07-08 11:32:47,438 - mmaction - INFO - Epoch [47][1100/1879] lr: 9.224e-02, eta: 4 days, 4:58:10, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6258, loss_cls: 2.8350, loss: 2.8350, grad_norm: 2.0939 2021-07-08 11:33:05,068 - mmaction - INFO - Epoch [47][1120/1879] lr: 9.224e-02, eta: 4 days, 4:57:47, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3418, top5_acc: 0.5965, loss_cls: 2.9445, loss: 2.9445, grad_norm: 2.0852 2021-07-08 11:33:22,497 - mmaction - INFO - Epoch [47][1140/1879] lr: 9.224e-02, eta: 4 days, 4:57:24, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6055, loss_cls: 2.9074, loss: 2.9074, grad_norm: 2.1145 2021-07-08 11:33:40,059 - mmaction - INFO - Epoch [47][1160/1879] lr: 9.224e-02, eta: 4 days, 4:57:01, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6180, loss_cls: 2.8689, loss: 2.8689, grad_norm: 2.0881 2021-07-08 11:33:57,393 - mmaction - INFO - Epoch [47][1180/1879] lr: 9.224e-02, eta: 4 days, 4:56:38, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6051, loss_cls: 2.9609, loss: 2.9609, grad_norm: 2.1063 2021-07-08 11:34:14,946 - mmaction - INFO - Epoch [47][1200/1879] lr: 9.224e-02, eta: 4 days, 4:56:15, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6188, loss_cls: 2.8905, loss: 2.8905, grad_norm: 2.0701 2021-07-08 11:34:32,321 - mmaction - INFO - Epoch [47][1220/1879] lr: 9.224e-02, eta: 4 days, 4:55:52, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6094, loss_cls: 2.8873, loss: 2.8873, grad_norm: 2.0416 2021-07-08 11:34:49,750 - mmaction - INFO - Epoch [47][1240/1879] lr: 9.224e-02, eta: 4 days, 4:55:29, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6312, loss_cls: 2.8294, loss: 2.8294, grad_norm: 2.0569 2021-07-08 11:35:07,355 - mmaction - INFO - Epoch [47][1260/1879] lr: 9.224e-02, eta: 4 days, 4:55:06, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6215, loss_cls: 2.8456, loss: 2.8456, grad_norm: 2.1306 2021-07-08 11:35:24,680 - mmaction - INFO - Epoch [47][1280/1879] lr: 9.224e-02, eta: 4 days, 4:54:43, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6043, loss_cls: 2.9282, loss: 2.9282, grad_norm: 2.0770 2021-07-08 11:35:42,201 - mmaction - INFO - Epoch [47][1300/1879] lr: 9.224e-02, eta: 4 days, 4:54:20, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6113, loss_cls: 2.9125, loss: 2.9125, grad_norm: 2.0378 2021-07-08 11:35:59,643 - mmaction - INFO - Epoch [47][1320/1879] lr: 9.224e-02, eta: 4 days, 4:53:57, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6250, loss_cls: 2.8687, loss: 2.8687, grad_norm: 2.0972 2021-07-08 11:36:17,159 - mmaction - INFO - Epoch [47][1340/1879] lr: 9.224e-02, eta: 4 days, 4:53:34, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6004, loss_cls: 2.9743, loss: 2.9743, grad_norm: 2.0562 2021-07-08 11:36:34,615 - mmaction - INFO - Epoch [47][1360/1879] lr: 9.224e-02, eta: 4 days, 4:53:11, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6301, loss_cls: 2.8141, loss: 2.8141, grad_norm: 2.0265 2021-07-08 11:36:52,070 - mmaction - INFO - Epoch [47][1380/1879] lr: 9.224e-02, eta: 4 days, 4:52:48, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6180, loss_cls: 2.8345, loss: 2.8345, grad_norm: 2.0809 2021-07-08 11:37:09,660 - mmaction - INFO - Epoch [47][1400/1879] lr: 9.224e-02, eta: 4 days, 4:52:26, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6125, loss_cls: 2.8805, loss: 2.8805, grad_norm: 2.1128 2021-07-08 11:37:27,146 - mmaction - INFO - Epoch [47][1420/1879] lr: 9.224e-02, eta: 4 days, 4:52:03, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6230, loss_cls: 2.8570, loss: 2.8570, grad_norm: 2.0882 2021-07-08 11:37:44,607 - mmaction - INFO - Epoch [47][1440/1879] lr: 9.224e-02, eta: 4 days, 4:51:40, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6270, loss_cls: 2.8219, loss: 2.8219, grad_norm: 2.1069 2021-07-08 11:38:02,223 - mmaction - INFO - Epoch [47][1460/1879] lr: 9.224e-02, eta: 4 days, 4:51:17, time: 0.879, data_time: 0.001, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6156, loss_cls: 2.8792, loss: 2.8792, grad_norm: 2.0742 2021-07-08 11:38:19,598 - mmaction - INFO - Epoch [47][1480/1879] lr: 9.224e-02, eta: 4 days, 4:50:54, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6094, loss_cls: 2.8844, loss: 2.8844, grad_norm: 2.0333 2021-07-08 11:38:37,055 - mmaction - INFO - Epoch [47][1500/1879] lr: 9.224e-02, eta: 4 days, 4:50:31, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3602, top5_acc: 0.5969, loss_cls: 2.9259, loss: 2.9259, grad_norm: 2.0969 2021-07-08 11:38:54,490 - mmaction - INFO - Epoch [47][1520/1879] lr: 9.224e-02, eta: 4 days, 4:50:08, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6223, loss_cls: 2.8669, loss: 2.8669, grad_norm: 2.0735 2021-07-08 11:39:12,069 - mmaction - INFO - Epoch [47][1540/1879] lr: 9.224e-02, eta: 4 days, 4:49:46, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6281, loss_cls: 2.8288, loss: 2.8288, grad_norm: 2.0623 2021-07-08 11:39:29,485 - mmaction - INFO - Epoch [47][1560/1879] lr: 9.224e-02, eta: 4 days, 4:49:22, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6195, loss_cls: 2.8921, loss: 2.8921, grad_norm: 2.0915 2021-07-08 11:39:46,897 - mmaction - INFO - Epoch [47][1580/1879] lr: 9.224e-02, eta: 4 days, 4:48:59, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6129, loss_cls: 2.9052, loss: 2.9052, grad_norm: 2.0908 2021-07-08 11:40:04,373 - mmaction - INFO - Epoch [47][1600/1879] lr: 9.224e-02, eta: 4 days, 4:48:36, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6066, loss_cls: 2.8984, loss: 2.8984, grad_norm: 2.0634 2021-07-08 11:40:21,804 - mmaction - INFO - Epoch [47][1620/1879] lr: 9.224e-02, eta: 4 days, 4:48:13, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6156, loss_cls: 2.8676, loss: 2.8676, grad_norm: 2.0482 2021-07-08 11:40:39,327 - mmaction - INFO - Epoch [47][1640/1879] lr: 9.224e-02, eta: 4 days, 4:47:50, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6062, loss_cls: 2.9047, loss: 2.9047, grad_norm: 2.1130 2021-07-08 11:40:56,866 - mmaction - INFO - Epoch [47][1660/1879] lr: 9.224e-02, eta: 4 days, 4:47:28, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6199, loss_cls: 2.9004, loss: 2.9004, grad_norm: 2.0843 2021-07-08 11:41:14,240 - mmaction - INFO - Epoch [47][1680/1879] lr: 9.224e-02, eta: 4 days, 4:47:05, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3484, top5_acc: 0.6082, loss_cls: 2.9440, loss: 2.9440, grad_norm: 2.1188 2021-07-08 11:41:31,714 - mmaction - INFO - Epoch [47][1700/1879] lr: 9.224e-02, eta: 4 days, 4:46:42, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6289, loss_cls: 2.8397, loss: 2.8397, grad_norm: 2.0259 2021-07-08 11:41:49,254 - mmaction - INFO - Epoch [47][1720/1879] lr: 9.224e-02, eta: 4 days, 4:46:19, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6145, loss_cls: 2.8556, loss: 2.8556, grad_norm: 2.0527 2021-07-08 11:42:07,673 - mmaction - INFO - Epoch [47][1740/1879] lr: 9.224e-02, eta: 4 days, 4:46:00, time: 0.923, data_time: 0.003, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6172, loss_cls: 2.8722, loss: 2.8722, grad_norm: 2.0608 2021-07-08 11:42:25,135 - mmaction - INFO - Epoch [47][1760/1879] lr: 9.224e-02, eta: 4 days, 4:45:37, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6250, loss_cls: 2.8653, loss: 2.8653, grad_norm: 2.0829 2021-07-08 11:42:42,538 - mmaction - INFO - Epoch [47][1780/1879] lr: 9.224e-02, eta: 4 days, 4:45:14, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6195, loss_cls: 2.8771, loss: 2.8771, grad_norm: 2.0935 2021-07-08 11:42:59,985 - mmaction - INFO - Epoch [47][1800/1879] lr: 9.224e-02, eta: 4 days, 4:44:51, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6164, loss_cls: 2.8767, loss: 2.8767, grad_norm: 2.0816 2021-07-08 11:43:17,468 - mmaction - INFO - Epoch [47][1820/1879] lr: 9.224e-02, eta: 4 days, 4:44:28, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6145, loss_cls: 2.8753, loss: 2.8753, grad_norm: 2.0866 2021-07-08 11:43:34,849 - mmaction - INFO - Epoch [47][1840/1879] lr: 9.224e-02, eta: 4 days, 4:44:05, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6246, loss_cls: 2.8157, loss: 2.8157, grad_norm: 2.0492 2021-07-08 11:43:52,314 - mmaction - INFO - Epoch [47][1860/1879] lr: 9.224e-02, eta: 4 days, 4:43:42, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6168, loss_cls: 2.8712, loss: 2.8712, grad_norm: 2.0625 2021-07-08 11:45:47,146 - mmaction - INFO - Epoch [48][20/1879] lr: 9.191e-02, eta: 4 days, 4:47:26, time: 4.723, data_time: 3.472, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6129, loss_cls: 2.8900, loss: 2.8900, grad_norm: 2.0839 2021-07-08 11:46:04,079 - mmaction - INFO - Epoch [48][40/1879] lr: 9.191e-02, eta: 4 days, 4:47:01, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6156, loss_cls: 2.8757, loss: 2.8757, grad_norm: 2.0516 2021-07-08 11:46:21,517 - mmaction - INFO - Epoch [48][60/1879] lr: 9.191e-02, eta: 4 days, 4:46:38, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6188, loss_cls: 2.8367, loss: 2.8367, grad_norm: 2.0183 2021-07-08 11:46:38,974 - mmaction - INFO - Epoch [48][80/1879] lr: 9.191e-02, eta: 4 days, 4:46:14, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6230, loss_cls: 2.8815, loss: 2.8815, grad_norm: 2.0826 2021-07-08 11:46:56,441 - mmaction - INFO - Epoch [48][100/1879] lr: 9.191e-02, eta: 4 days, 4:45:51, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6277, loss_cls: 2.8254, loss: 2.8254, grad_norm: 2.0138 2021-07-08 11:47:13,847 - mmaction - INFO - Epoch [48][120/1879] lr: 9.191e-02, eta: 4 days, 4:45:28, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6254, loss_cls: 2.8100, loss: 2.8100, grad_norm: 2.0473 2021-07-08 11:47:31,263 - mmaction - INFO - Epoch [48][140/1879] lr: 9.191e-02, eta: 4 days, 4:45:05, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6188, loss_cls: 2.8815, loss: 2.8815, grad_norm: 2.0846 2021-07-08 11:47:48,738 - mmaction - INFO - Epoch [48][160/1879] lr: 9.191e-02, eta: 4 days, 4:44:42, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6176, loss_cls: 2.8489, loss: 2.8489, grad_norm: 2.0793 2021-07-08 11:48:06,122 - mmaction - INFO - Epoch [48][180/1879] lr: 9.191e-02, eta: 4 days, 4:44:19, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6438, loss_cls: 2.7495, loss: 2.7495, grad_norm: 2.0772 2021-07-08 11:48:23,643 - mmaction - INFO - Epoch [48][200/1879] lr: 9.191e-02, eta: 4 days, 4:43:56, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6199, loss_cls: 2.8597, loss: 2.8597, grad_norm: 2.1165 2021-07-08 11:48:40,976 - mmaction - INFO - Epoch [48][220/1879] lr: 9.191e-02, eta: 4 days, 4:43:32, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6141, loss_cls: 2.8677, loss: 2.8677, grad_norm: 2.0872 2021-07-08 11:48:58,510 - mmaction - INFO - Epoch [48][240/1879] lr: 9.191e-02, eta: 4 days, 4:43:10, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6230, loss_cls: 2.8585, loss: 2.8585, grad_norm: 2.1130 2021-07-08 11:49:15,922 - mmaction - INFO - Epoch [48][260/1879] lr: 9.191e-02, eta: 4 days, 4:42:47, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6215, loss_cls: 2.8907, loss: 2.8907, grad_norm: 2.1120 2021-07-08 11:49:33,480 - mmaction - INFO - Epoch [48][280/1879] lr: 9.191e-02, eta: 4 days, 4:42:24, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6285, loss_cls: 2.8208, loss: 2.8208, grad_norm: 2.1076 2021-07-08 11:49:50,842 - mmaction - INFO - Epoch [48][300/1879] lr: 9.191e-02, eta: 4 days, 4:42:01, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6324, loss_cls: 2.8394, loss: 2.8394, grad_norm: 2.0378 2021-07-08 11:50:08,276 - mmaction - INFO - Epoch [48][320/1879] lr: 9.191e-02, eta: 4 days, 4:41:38, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6215, loss_cls: 2.8530, loss: 2.8530, grad_norm: 2.0295 2021-07-08 11:50:25,745 - mmaction - INFO - Epoch [48][340/1879] lr: 9.191e-02, eta: 4 days, 4:41:15, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6320, loss_cls: 2.8215, loss: 2.8215, grad_norm: 2.1055 2021-07-08 11:50:43,171 - mmaction - INFO - Epoch [48][360/1879] lr: 9.191e-02, eta: 4 days, 4:40:51, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6328, loss_cls: 2.8117, loss: 2.8117, grad_norm: 2.1025 2021-07-08 11:51:00,613 - mmaction - INFO - Epoch [48][380/1879] lr: 9.191e-02, eta: 4 days, 4:40:28, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6188, loss_cls: 2.8640, loss: 2.8640, grad_norm: 2.0949 2021-07-08 11:51:18,051 - mmaction - INFO - Epoch [48][400/1879] lr: 9.191e-02, eta: 4 days, 4:40:05, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6270, loss_cls: 2.8505, loss: 2.8505, grad_norm: 2.1120 2021-07-08 11:51:35,483 - mmaction - INFO - Epoch [48][420/1879] lr: 9.191e-02, eta: 4 days, 4:39:42, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6199, loss_cls: 2.8781, loss: 2.8781, grad_norm: 2.0871 2021-07-08 11:51:52,968 - mmaction - INFO - Epoch [48][440/1879] lr: 9.191e-02, eta: 4 days, 4:39:19, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.8463, loss: 2.8463, grad_norm: 2.1086 2021-07-08 11:52:10,593 - mmaction - INFO - Epoch [48][460/1879] lr: 9.191e-02, eta: 4 days, 4:38:57, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6133, loss_cls: 2.8736, loss: 2.8736, grad_norm: 2.1044 2021-07-08 11:52:27,953 - mmaction - INFO - Epoch [48][480/1879] lr: 9.191e-02, eta: 4 days, 4:38:34, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6184, loss_cls: 2.8756, loss: 2.8756, grad_norm: 2.1244 2021-07-08 11:52:45,393 - mmaction - INFO - Epoch [48][500/1879] lr: 9.191e-02, eta: 4 days, 4:38:11, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6234, loss_cls: 2.8754, loss: 2.8754, grad_norm: 2.0443 2021-07-08 11:53:02,909 - mmaction - INFO - Epoch [48][520/1879] lr: 9.191e-02, eta: 4 days, 4:37:48, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6195, loss_cls: 2.8468, loss: 2.8468, grad_norm: 2.0763 2021-07-08 11:53:20,461 - mmaction - INFO - Epoch [48][540/1879] lr: 9.191e-02, eta: 4 days, 4:37:26, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6215, loss_cls: 2.8348, loss: 2.8348, grad_norm: 2.1036 2021-07-08 11:53:37,792 - mmaction - INFO - Epoch [48][560/1879] lr: 9.191e-02, eta: 4 days, 4:37:02, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6184, loss_cls: 2.8798, loss: 2.8798, grad_norm: 2.0788 2021-07-08 11:53:55,410 - mmaction - INFO - Epoch [48][580/1879] lr: 9.191e-02, eta: 4 days, 4:36:40, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6395, loss_cls: 2.7564, loss: 2.7564, grad_norm: 2.0420 2021-07-08 11:54:12,795 - mmaction - INFO - Epoch [48][600/1879] lr: 9.191e-02, eta: 4 days, 4:36:16, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6199, loss_cls: 2.8390, loss: 2.8390, grad_norm: 2.0776 2021-07-08 11:54:30,271 - mmaction - INFO - Epoch [48][620/1879] lr: 9.191e-02, eta: 4 days, 4:35:54, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6270, loss_cls: 2.8497, loss: 2.8497, grad_norm: 2.1004 2021-07-08 11:54:47,705 - mmaction - INFO - Epoch [48][640/1879] lr: 9.191e-02, eta: 4 days, 4:35:30, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6152, loss_cls: 2.9139, loss: 2.9139, grad_norm: 2.1119 2021-07-08 11:55:05,321 - mmaction - INFO - Epoch [48][660/1879] lr: 9.191e-02, eta: 4 days, 4:35:08, time: 0.882, data_time: 0.007, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6039, loss_cls: 2.9361, loss: 2.9361, grad_norm: 2.0949 2021-07-08 11:55:22,946 - mmaction - INFO - Epoch [48][680/1879] lr: 9.191e-02, eta: 4 days, 4:34:46, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6078, loss_cls: 2.9396, loss: 2.9396, grad_norm: 2.0886 2021-07-08 11:55:40,429 - mmaction - INFO - Epoch [48][700/1879] lr: 9.191e-02, eta: 4 days, 4:34:23, time: 0.875, data_time: 0.009, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6242, loss_cls: 2.8782, loss: 2.8782, grad_norm: 2.0823 2021-07-08 11:55:58,018 - mmaction - INFO - Epoch [48][720/1879] lr: 9.191e-02, eta: 4 days, 4:34:01, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6094, loss_cls: 2.8870, loss: 2.8870, grad_norm: 2.0531 2021-07-08 11:56:15,611 - mmaction - INFO - Epoch [48][740/1879] lr: 9.191e-02, eta: 4 days, 4:33:39, time: 0.881, data_time: 0.007, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6039, loss_cls: 2.9047, loss: 2.9047, grad_norm: 2.0550 2021-07-08 11:56:33,087 - mmaction - INFO - Epoch [48][760/1879] lr: 9.191e-02, eta: 4 days, 4:33:16, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6250, loss_cls: 2.8922, loss: 2.8922, grad_norm: 2.0811 2021-07-08 11:56:50,556 - mmaction - INFO - Epoch [48][780/1879] lr: 9.191e-02, eta: 4 days, 4:32:53, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6184, loss_cls: 2.8227, loss: 2.8227, grad_norm: 2.0679 2021-07-08 11:57:08,023 - mmaction - INFO - Epoch [48][800/1879] lr: 9.191e-02, eta: 4 days, 4:32:30, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6254, loss_cls: 2.8428, loss: 2.8428, grad_norm: 2.0608 2021-07-08 11:57:25,554 - mmaction - INFO - Epoch [48][820/1879] lr: 9.191e-02, eta: 4 days, 4:32:07, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6258, loss_cls: 2.8567, loss: 2.8567, grad_norm: 2.0632 2021-07-08 11:57:43,051 - mmaction - INFO - Epoch [48][840/1879] lr: 9.191e-02, eta: 4 days, 4:31:44, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6129, loss_cls: 2.8550, loss: 2.8550, grad_norm: 2.0025 2021-07-08 11:58:00,690 - mmaction - INFO - Epoch [48][860/1879] lr: 9.191e-02, eta: 4 days, 4:31:23, time: 0.885, data_time: 0.006, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6316, loss_cls: 2.8227, loss: 2.8227, grad_norm: 2.0929 2021-07-08 11:58:18,141 - mmaction - INFO - Epoch [48][880/1879] lr: 9.191e-02, eta: 4 days, 4:30:59, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6242, loss_cls: 2.8290, loss: 2.8290, grad_norm: 2.0949 2021-07-08 11:58:35,611 - mmaction - INFO - Epoch [48][900/1879] lr: 9.191e-02, eta: 4 days, 4:30:37, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6191, loss_cls: 2.8769, loss: 2.8769, grad_norm: 2.0818 2021-07-08 11:58:53,110 - mmaction - INFO - Epoch [48][920/1879] lr: 9.191e-02, eta: 4 days, 4:30:14, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6223, loss_cls: 2.9084, loss: 2.9084, grad_norm: 2.1089 2021-07-08 11:59:10,651 - mmaction - INFO - Epoch [48][940/1879] lr: 9.191e-02, eta: 4 days, 4:29:51, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6191, loss_cls: 2.8502, loss: 2.8502, grad_norm: 2.0514 2021-07-08 11:59:28,079 - mmaction - INFO - Epoch [48][960/1879] lr: 9.191e-02, eta: 4 days, 4:29:28, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6102, loss_cls: 2.9040, loss: 2.9040, grad_norm: 2.1184 2021-07-08 11:59:45,466 - mmaction - INFO - Epoch [48][980/1879] lr: 9.191e-02, eta: 4 days, 4:29:05, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6297, loss_cls: 2.8634, loss: 2.8634, grad_norm: 2.0770 2021-07-08 12:00:12,535 - mmaction - INFO - Epoch [48][1000/1879] lr: 9.191e-02, eta: 4 days, 4:29:23, time: 1.336, data_time: 0.004, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6320, loss_cls: 2.8059, loss: 2.8059, grad_norm: 2.0197 2021-07-08 12:00:29,745 - mmaction - INFO - Epoch [48][1020/1879] lr: 9.191e-02, eta: 4 days, 4:29:00, time: 0.877, data_time: 0.024, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6316, loss_cls: 2.8499, loss: 2.8499, grad_norm: 2.1723 2021-07-08 12:00:47,265 - mmaction - INFO - Epoch [48][1040/1879] lr: 9.191e-02, eta: 4 days, 4:28:38, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6086, loss_cls: 2.9479, loss: 2.9479, grad_norm: 2.1044 2021-07-08 12:01:04,788 - mmaction - INFO - Epoch [48][1060/1879] lr: 9.191e-02, eta: 4 days, 4:28:15, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6273, loss_cls: 2.8729, loss: 2.8729, grad_norm: 2.0521 2021-07-08 12:01:22,309 - mmaction - INFO - Epoch [48][1080/1879] lr: 9.191e-02, eta: 4 days, 4:27:53, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6125, loss_cls: 2.8575, loss: 2.8575, grad_norm: 2.0649 2021-07-08 12:01:39,789 - mmaction - INFO - Epoch [48][1100/1879] lr: 9.191e-02, eta: 4 days, 4:27:30, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6125, loss_cls: 2.8749, loss: 2.8749, grad_norm: 2.0553 2021-07-08 12:01:57,434 - mmaction - INFO - Epoch [48][1120/1879] lr: 9.191e-02, eta: 4 days, 4:27:08, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6109, loss_cls: 2.9084, loss: 2.9084, grad_norm: 2.1081 2021-07-08 12:02:14,947 - mmaction - INFO - Epoch [48][1140/1879] lr: 9.191e-02, eta: 4 days, 4:26:45, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6102, loss_cls: 2.9044, loss: 2.9044, grad_norm: 2.1289 2021-07-08 12:02:32,449 - mmaction - INFO - Epoch [48][1160/1879] lr: 9.191e-02, eta: 4 days, 4:26:22, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6074, loss_cls: 2.9343, loss: 2.9343, grad_norm: 2.0342 2021-07-08 12:02:49,993 - mmaction - INFO - Epoch [48][1180/1879] lr: 9.191e-02, eta: 4 days, 4:26:00, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6203, loss_cls: 2.8522, loss: 2.8522, grad_norm: 2.0193 2021-07-08 12:03:07,421 - mmaction - INFO - Epoch [48][1200/1879] lr: 9.191e-02, eta: 4 days, 4:25:37, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6129, loss_cls: 2.8726, loss: 2.8726, grad_norm: 2.0654 2021-07-08 12:03:25,043 - mmaction - INFO - Epoch [48][1220/1879] lr: 9.191e-02, eta: 4 days, 4:25:14, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6098, loss_cls: 2.9290, loss: 2.9290, grad_norm: 2.0572 2021-07-08 12:03:42,436 - mmaction - INFO - Epoch [48][1240/1879] lr: 9.191e-02, eta: 4 days, 4:24:51, time: 0.873, data_time: 0.007, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6340, loss_cls: 2.8396, loss: 2.8396, grad_norm: 2.0864 2021-07-08 12:04:00,067 - mmaction - INFO - Epoch [48][1260/1879] lr: 9.191e-02, eta: 4 days, 4:24:29, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6145, loss_cls: 2.8871, loss: 2.8871, grad_norm: 2.0707 2021-07-08 12:04:17,593 - mmaction - INFO - Epoch [48][1280/1879] lr: 9.191e-02, eta: 4 days, 4:24:06, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6180, loss_cls: 2.8665, loss: 2.8665, grad_norm: 2.0817 2021-07-08 12:04:34,964 - mmaction - INFO - Epoch [48][1300/1879] lr: 9.191e-02, eta: 4 days, 4:23:43, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6332, loss_cls: 2.8144, loss: 2.8144, grad_norm: 2.0844 2021-07-08 12:04:52,543 - mmaction - INFO - Epoch [48][1320/1879] lr: 9.191e-02, eta: 4 days, 4:23:21, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6297, loss_cls: 2.8598, loss: 2.8598, grad_norm: 2.1099 2021-07-08 12:05:10,138 - mmaction - INFO - Epoch [48][1340/1879] lr: 9.191e-02, eta: 4 days, 4:22:59, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6254, loss_cls: 2.8362, loss: 2.8362, grad_norm: 2.0908 2021-07-08 12:05:27,613 - mmaction - INFO - Epoch [48][1360/1879] lr: 9.191e-02, eta: 4 days, 4:22:36, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6332, loss_cls: 2.8160, loss: 2.8160, grad_norm: 2.0938 2021-07-08 12:05:45,011 - mmaction - INFO - Epoch [48][1380/1879] lr: 9.191e-02, eta: 4 days, 4:22:13, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6273, loss_cls: 2.8959, loss: 2.8959, grad_norm: 2.1478 2021-07-08 12:06:02,466 - mmaction - INFO - Epoch [48][1400/1879] lr: 9.191e-02, eta: 4 days, 4:21:50, time: 0.871, data_time: 0.000, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6305, loss_cls: 2.8101, loss: 2.8101, grad_norm: 2.1208 2021-07-08 12:06:19,968 - mmaction - INFO - Epoch [48][1420/1879] lr: 9.191e-02, eta: 4 days, 4:21:27, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6227, loss_cls: 2.8858, loss: 2.8858, grad_norm: 2.0948 2021-07-08 12:06:37,388 - mmaction - INFO - Epoch [48][1440/1879] lr: 9.191e-02, eta: 4 days, 4:21:04, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6242, loss_cls: 2.8850, loss: 2.8850, grad_norm: 2.0835 2021-07-08 12:06:54,861 - mmaction - INFO - Epoch [48][1460/1879] lr: 9.191e-02, eta: 4 days, 4:20:41, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6090, loss_cls: 2.9126, loss: 2.9126, grad_norm: 2.0946 2021-07-08 12:07:12,487 - mmaction - INFO - Epoch [48][1480/1879] lr: 9.191e-02, eta: 4 days, 4:20:19, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6215, loss_cls: 2.8874, loss: 2.8874, grad_norm: 2.1097 2021-07-08 12:07:30,162 - mmaction - INFO - Epoch [48][1500/1879] lr: 9.191e-02, eta: 4 days, 4:19:57, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6184, loss_cls: 2.8589, loss: 2.8589, grad_norm: 2.0871 2021-07-08 12:07:47,730 - mmaction - INFO - Epoch [48][1520/1879] lr: 9.191e-02, eta: 4 days, 4:19:35, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6113, loss_cls: 2.9150, loss: 2.9150, grad_norm: 2.0923 2021-07-08 12:08:05,214 - mmaction - INFO - Epoch [48][1540/1879] lr: 9.191e-02, eta: 4 days, 4:19:12, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6336, loss_cls: 2.7851, loss: 2.7851, grad_norm: 2.0874 2021-07-08 12:08:22,691 - mmaction - INFO - Epoch [48][1560/1879] lr: 9.191e-02, eta: 4 days, 4:18:50, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6203, loss_cls: 2.8627, loss: 2.8627, grad_norm: 2.1396 2021-07-08 12:08:40,173 - mmaction - INFO - Epoch [48][1580/1879] lr: 9.191e-02, eta: 4 days, 4:18:27, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6184, loss_cls: 2.8870, loss: 2.8870, grad_norm: 2.1158 2021-07-08 12:08:57,621 - mmaction - INFO - Epoch [48][1600/1879] lr: 9.191e-02, eta: 4 days, 4:18:04, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6227, loss_cls: 2.8198, loss: 2.8198, grad_norm: 2.0639 2021-07-08 12:09:15,222 - mmaction - INFO - Epoch [48][1620/1879] lr: 9.191e-02, eta: 4 days, 4:17:42, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6195, loss_cls: 2.8653, loss: 2.8653, grad_norm: 2.0982 2021-07-08 12:09:32,615 - mmaction - INFO - Epoch [48][1640/1879] lr: 9.191e-02, eta: 4 days, 4:17:18, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6094, loss_cls: 2.9294, loss: 2.9294, grad_norm: 2.1600 2021-07-08 12:09:50,141 - mmaction - INFO - Epoch [48][1660/1879] lr: 9.191e-02, eta: 4 days, 4:16:56, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6082, loss_cls: 2.9011, loss: 2.9011, grad_norm: 2.0966 2021-07-08 12:10:07,698 - mmaction - INFO - Epoch [48][1680/1879] lr: 9.191e-02, eta: 4 days, 4:16:34, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6277, loss_cls: 2.8318, loss: 2.8318, grad_norm: 2.0743 2021-07-08 12:10:25,184 - mmaction - INFO - Epoch [48][1700/1879] lr: 9.191e-02, eta: 4 days, 4:16:11, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6176, loss_cls: 2.9011, loss: 2.9011, grad_norm: 2.0668 2021-07-08 12:10:42,700 - mmaction - INFO - Epoch [48][1720/1879] lr: 9.191e-02, eta: 4 days, 4:15:48, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6203, loss_cls: 2.8879, loss: 2.8879, grad_norm: 2.1699 2021-07-08 12:11:00,064 - mmaction - INFO - Epoch [48][1740/1879] lr: 9.191e-02, eta: 4 days, 4:15:25, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6305, loss_cls: 2.8217, loss: 2.8217, grad_norm: 2.0896 2021-07-08 12:11:17,490 - mmaction - INFO - Epoch [48][1760/1879] lr: 9.191e-02, eta: 4 days, 4:15:02, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6184, loss_cls: 2.8744, loss: 2.8744, grad_norm: 2.0579 2021-07-08 12:11:34,935 - mmaction - INFO - Epoch [48][1780/1879] lr: 9.191e-02, eta: 4 days, 4:14:39, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6051, loss_cls: 2.9147, loss: 2.9147, grad_norm: 2.0719 2021-07-08 12:11:52,352 - mmaction - INFO - Epoch [48][1800/1879] lr: 9.191e-02, eta: 4 days, 4:14:16, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6129, loss_cls: 2.8995, loss: 2.8995, grad_norm: 2.1351 2021-07-08 12:12:09,776 - mmaction - INFO - Epoch [48][1820/1879] lr: 9.191e-02, eta: 4 days, 4:13:53, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6168, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.1006 2021-07-08 12:12:27,111 - mmaction - INFO - Epoch [48][1840/1879] lr: 9.191e-02, eta: 4 days, 4:13:30, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6016, loss_cls: 2.9561, loss: 2.9561, grad_norm: 2.1267 2021-07-08 12:12:44,564 - mmaction - INFO - Epoch [48][1860/1879] lr: 9.191e-02, eta: 4 days, 4:13:07, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6145, loss_cls: 2.8518, loss: 2.8518, grad_norm: 2.0328 2021-07-08 12:13:03,387 - mmaction - INFO - Saving checkpoint at 48 epochs 2021-07-08 12:15:29,839 - mmaction - INFO - Epoch [49][20/1879] lr: 9.157e-02, eta: 4 days, 4:20:24, time: 7.256, data_time: 6.296, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6215, loss_cls: 2.8443, loss: 2.8443, grad_norm: 2.1290 2021-07-08 12:15:47,264 - mmaction - INFO - Epoch [49][40/1879] lr: 9.157e-02, eta: 4 days, 4:20:00, time: 0.869, data_time: 0.008, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6312, loss_cls: 2.8320, loss: 2.8320, grad_norm: 2.0925 2021-07-08 12:16:04,412 - mmaction - INFO - Epoch [49][60/1879] lr: 9.157e-02, eta: 4 days, 4:19:36, time: 0.859, data_time: 0.005, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6102, loss_cls: 2.8877, loss: 2.8877, grad_norm: 2.0886 2021-07-08 12:16:21,794 - mmaction - INFO - Epoch [49][80/1879] lr: 9.157e-02, eta: 4 days, 4:19:13, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6383, loss_cls: 2.7845, loss: 2.7845, grad_norm: 2.1483 2021-07-08 12:16:39,228 - mmaction - INFO - Epoch [49][100/1879] lr: 9.157e-02, eta: 4 days, 4:18:50, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6367, loss_cls: 2.7611, loss: 2.7611, grad_norm: 2.1497 2021-07-08 12:16:56,609 - mmaction - INFO - Epoch [49][120/1879] lr: 9.157e-02, eta: 4 days, 4:18:27, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6344, loss_cls: 2.8191, loss: 2.8191, grad_norm: 2.1061 2021-07-08 12:17:14,041 - mmaction - INFO - Epoch [49][140/1879] lr: 9.157e-02, eta: 4 days, 4:18:04, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6367, loss_cls: 2.7943, loss: 2.7943, grad_norm: 2.0755 2021-07-08 12:17:31,631 - mmaction - INFO - Epoch [49][160/1879] lr: 9.157e-02, eta: 4 days, 4:17:41, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6246, loss_cls: 2.8715, loss: 2.8715, grad_norm: 2.0911 2021-07-08 12:17:49,107 - mmaction - INFO - Epoch [49][180/1879] lr: 9.157e-02, eta: 4 days, 4:17:19, time: 0.877, data_time: 0.007, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6301, loss_cls: 2.8085, loss: 2.8085, grad_norm: 2.0269 2021-07-08 12:18:06,589 - mmaction - INFO - Epoch [49][200/1879] lr: 9.157e-02, eta: 4 days, 4:16:56, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6387, loss_cls: 2.7572, loss: 2.7572, grad_norm: 2.0457 2021-07-08 12:18:24,013 - mmaction - INFO - Epoch [49][220/1879] lr: 9.157e-02, eta: 4 days, 4:16:33, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6270, loss_cls: 2.8267, loss: 2.8267, grad_norm: 2.0722 2021-07-08 12:18:41,547 - mmaction - INFO - Epoch [49][240/1879] lr: 9.157e-02, eta: 4 days, 4:16:10, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6254, loss_cls: 2.8377, loss: 2.8377, grad_norm: 2.1014 2021-07-08 12:18:59,015 - mmaction - INFO - Epoch [49][260/1879] lr: 9.157e-02, eta: 4 days, 4:15:47, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6176, loss_cls: 2.8431, loss: 2.8431, grad_norm: 2.0915 2021-07-08 12:19:16,495 - mmaction - INFO - Epoch [49][280/1879] lr: 9.157e-02, eta: 4 days, 4:15:25, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6199, loss_cls: 2.8832, loss: 2.8832, grad_norm: 2.1084 2021-07-08 12:19:33,870 - mmaction - INFO - Epoch [49][300/1879] lr: 9.157e-02, eta: 4 days, 4:15:01, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6285, loss_cls: 2.7875, loss: 2.7875, grad_norm: 2.1170 2021-07-08 12:19:51,462 - mmaction - INFO - Epoch [49][320/1879] lr: 9.157e-02, eta: 4 days, 4:14:39, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6156, loss_cls: 2.8715, loss: 2.8715, grad_norm: 2.1142 2021-07-08 12:20:08,977 - mmaction - INFO - Epoch [49][340/1879] lr: 9.157e-02, eta: 4 days, 4:14:16, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6176, loss_cls: 2.8958, loss: 2.8958, grad_norm: 2.0692 2021-07-08 12:20:26,392 - mmaction - INFO - Epoch [49][360/1879] lr: 9.157e-02, eta: 4 days, 4:13:53, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6117, loss_cls: 2.8864, loss: 2.8864, grad_norm: 2.1140 2021-07-08 12:20:43,821 - mmaction - INFO - Epoch [49][380/1879] lr: 9.157e-02, eta: 4 days, 4:13:30, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6203, loss_cls: 2.8548, loss: 2.8548, grad_norm: 2.0721 2021-07-08 12:21:01,307 - mmaction - INFO - Epoch [49][400/1879] lr: 9.157e-02, eta: 4 days, 4:13:07, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6078, loss_cls: 2.8872, loss: 2.8872, grad_norm: 2.0900 2021-07-08 12:21:18,785 - mmaction - INFO - Epoch [49][420/1879] lr: 9.157e-02, eta: 4 days, 4:12:44, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6172, loss_cls: 2.8989, loss: 2.8989, grad_norm: 2.0808 2021-07-08 12:21:36,118 - mmaction - INFO - Epoch [49][440/1879] lr: 9.157e-02, eta: 4 days, 4:12:21, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3508, top5_acc: 0.6094, loss_cls: 2.8879, loss: 2.8879, grad_norm: 2.0996 2021-07-08 12:21:53,557 - mmaction - INFO - Epoch [49][460/1879] lr: 9.157e-02, eta: 4 days, 4:11:58, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6168, loss_cls: 2.8974, loss: 2.8974, grad_norm: 2.1099 2021-07-08 12:22:11,130 - mmaction - INFO - Epoch [49][480/1879] lr: 9.157e-02, eta: 4 days, 4:11:36, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6309, loss_cls: 2.7999, loss: 2.7999, grad_norm: 2.0517 2021-07-08 12:22:28,632 - mmaction - INFO - Epoch [49][500/1879] lr: 9.157e-02, eta: 4 days, 4:11:13, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6121, loss_cls: 2.8625, loss: 2.8625, grad_norm: 2.1029 2021-07-08 12:22:46,230 - mmaction - INFO - Epoch [49][520/1879] lr: 9.157e-02, eta: 4 days, 4:10:51, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3398, top5_acc: 0.5965, loss_cls: 2.9710, loss: 2.9710, grad_norm: 2.0774 2021-07-08 12:23:03,710 - mmaction - INFO - Epoch [49][540/1879] lr: 9.157e-02, eta: 4 days, 4:10:28, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6402, loss_cls: 2.8003, loss: 2.8003, grad_norm: 2.0566 2021-07-08 12:23:21,303 - mmaction - INFO - Epoch [49][560/1879] lr: 9.157e-02, eta: 4 days, 4:10:06, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6285, loss_cls: 2.8232, loss: 2.8232, grad_norm: 2.0897 2021-07-08 12:23:38,805 - mmaction - INFO - Epoch [49][580/1879] lr: 9.157e-02, eta: 4 days, 4:09:43, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6133, loss_cls: 2.8042, loss: 2.8042, grad_norm: 2.0484 2021-07-08 12:23:56,213 - mmaction - INFO - Epoch [49][600/1879] lr: 9.157e-02, eta: 4 days, 4:09:20, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3527, top5_acc: 0.6109, loss_cls: 2.8443, loss: 2.8443, grad_norm: 2.1355 2021-07-08 12:24:13,658 - mmaction - INFO - Epoch [49][620/1879] lr: 9.157e-02, eta: 4 days, 4:08:57, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6141, loss_cls: 2.8594, loss: 2.8594, grad_norm: 2.0768 2021-07-08 12:24:31,114 - mmaction - INFO - Epoch [49][640/1879] lr: 9.157e-02, eta: 4 days, 4:08:34, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6289, loss_cls: 2.8515, loss: 2.8515, grad_norm: 2.1236 2021-07-08 12:24:48,527 - mmaction - INFO - Epoch [49][660/1879] lr: 9.157e-02, eta: 4 days, 4:08:11, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6270, loss_cls: 2.8316, loss: 2.8316, grad_norm: 2.0993 2021-07-08 12:25:06,078 - mmaction - INFO - Epoch [49][680/1879] lr: 9.157e-02, eta: 4 days, 4:07:48, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6172, loss_cls: 2.8962, loss: 2.8962, grad_norm: 2.0906 2021-07-08 12:25:23,552 - mmaction - INFO - Epoch [49][700/1879] lr: 9.157e-02, eta: 4 days, 4:07:26, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6199, loss_cls: 2.8460, loss: 2.8460, grad_norm: 2.0882 2021-07-08 12:25:41,056 - mmaction - INFO - Epoch [49][720/1879] lr: 9.157e-02, eta: 4 days, 4:07:03, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6281, loss_cls: 2.8319, loss: 2.8319, grad_norm: 2.0671 2021-07-08 12:25:58,514 - mmaction - INFO - Epoch [49][740/1879] lr: 9.157e-02, eta: 4 days, 4:06:40, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6148, loss_cls: 2.9396, loss: 2.9396, grad_norm: 2.1056 2021-07-08 12:26:16,104 - mmaction - INFO - Epoch [49][760/1879] lr: 9.157e-02, eta: 4 days, 4:06:18, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6324, loss_cls: 2.8230, loss: 2.8230, grad_norm: 2.0653 2021-07-08 12:26:33,518 - mmaction - INFO - Epoch [49][780/1879] lr: 9.157e-02, eta: 4 days, 4:05:55, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6465, loss_cls: 2.7459, loss: 2.7459, grad_norm: 2.0725 2021-07-08 12:26:51,044 - mmaction - INFO - Epoch [49][800/1879] lr: 9.157e-02, eta: 4 days, 4:05:33, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6242, loss_cls: 2.8551, loss: 2.8551, grad_norm: 2.0914 2021-07-08 12:27:08,526 - mmaction - INFO - Epoch [49][820/1879] lr: 9.157e-02, eta: 4 days, 4:05:10, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6168, loss_cls: 2.8930, loss: 2.8930, grad_norm: 2.1249 2021-07-08 12:27:25,902 - mmaction - INFO - Epoch [49][840/1879] lr: 9.157e-02, eta: 4 days, 4:04:46, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6203, loss_cls: 2.8120, loss: 2.8120, grad_norm: 2.0590 2021-07-08 12:27:43,362 - mmaction - INFO - Epoch [49][860/1879] lr: 9.157e-02, eta: 4 days, 4:04:24, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6332, loss_cls: 2.8119, loss: 2.8119, grad_norm: 2.0975 2021-07-08 12:28:00,895 - mmaction - INFO - Epoch [49][880/1879] lr: 9.157e-02, eta: 4 days, 4:04:01, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6340, loss_cls: 2.8182, loss: 2.8182, grad_norm: 2.0952 2021-07-08 12:28:18,273 - mmaction - INFO - Epoch [49][900/1879] lr: 9.157e-02, eta: 4 days, 4:03:38, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6500, loss_cls: 2.7179, loss: 2.7179, grad_norm: 2.0441 2021-07-08 12:28:35,708 - mmaction - INFO - Epoch [49][920/1879] lr: 9.157e-02, eta: 4 days, 4:03:15, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6180, loss_cls: 2.8656, loss: 2.8656, grad_norm: 2.1134 2021-07-08 12:28:53,192 - mmaction - INFO - Epoch [49][940/1879] lr: 9.157e-02, eta: 4 days, 4:02:52, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6375, loss_cls: 2.7962, loss: 2.7962, grad_norm: 2.0737 2021-07-08 12:29:10,686 - mmaction - INFO - Epoch [49][960/1879] lr: 9.157e-02, eta: 4 days, 4:02:30, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6254, loss_cls: 2.8699, loss: 2.8699, grad_norm: 2.1493 2021-07-08 12:29:28,094 - mmaction - INFO - Epoch [49][980/1879] lr: 9.157e-02, eta: 4 days, 4:02:07, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6168, loss_cls: 2.8967, loss: 2.8967, grad_norm: 2.1079 2021-07-08 12:29:45,530 - mmaction - INFO - Epoch [49][1000/1879] lr: 9.157e-02, eta: 4 days, 4:01:44, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3453, top5_acc: 0.6121, loss_cls: 2.9340, loss: 2.9340, grad_norm: 2.1608 2021-07-08 12:30:03,009 - mmaction - INFO - Epoch [49][1020/1879] lr: 9.157e-02, eta: 4 days, 4:01:21, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6270, loss_cls: 2.8427, loss: 2.8427, grad_norm: 2.0920 2021-07-08 12:30:20,773 - mmaction - INFO - Epoch [49][1040/1879] lr: 9.157e-02, eta: 4 days, 4:00:59, time: 0.888, data_time: 0.003, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6219, loss_cls: 2.8510, loss: 2.8510, grad_norm: 2.0702 2021-07-08 12:30:38,096 - mmaction - INFO - Epoch [49][1060/1879] lr: 9.157e-02, eta: 4 days, 4:00:36, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6176, loss_cls: 2.8664, loss: 2.8664, grad_norm: 2.0664 2021-07-08 12:30:55,743 - mmaction - INFO - Epoch [49][1080/1879] lr: 9.157e-02, eta: 4 days, 4:00:14, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6227, loss_cls: 2.8264, loss: 2.8264, grad_norm: 2.0980 2021-07-08 12:31:13,406 - mmaction - INFO - Epoch [49][1100/1879] lr: 9.157e-02, eta: 4 days, 3:59:52, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6156, loss_cls: 2.9021, loss: 2.9021, grad_norm: 2.0808 2021-07-08 12:31:30,886 - mmaction - INFO - Epoch [49][1120/1879] lr: 9.157e-02, eta: 4 days, 3:59:29, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6168, loss_cls: 2.8779, loss: 2.8779, grad_norm: 2.0301 2021-07-08 12:31:48,572 - mmaction - INFO - Epoch [49][1140/1879] lr: 9.157e-02, eta: 4 days, 3:59:07, time: 0.884, data_time: 0.006, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6258, loss_cls: 2.8436, loss: 2.8436, grad_norm: 2.1046 2021-07-08 12:32:06,009 - mmaction - INFO - Epoch [49][1160/1879] lr: 9.157e-02, eta: 4 days, 3:58:45, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6227, loss_cls: 2.8688, loss: 2.8688, grad_norm: 2.0858 2021-07-08 12:32:23,531 - mmaction - INFO - Epoch [49][1180/1879] lr: 9.157e-02, eta: 4 days, 3:58:22, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6141, loss_cls: 2.8820, loss: 2.8820, grad_norm: 2.1121 2021-07-08 12:32:41,047 - mmaction - INFO - Epoch [49][1200/1879] lr: 9.157e-02, eta: 4 days, 3:57:59, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6238, loss_cls: 2.8837, loss: 2.8837, grad_norm: 2.1033 2021-07-08 12:32:58,538 - mmaction - INFO - Epoch [49][1220/1879] lr: 9.157e-02, eta: 4 days, 3:57:37, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6148, loss_cls: 2.8577, loss: 2.8577, grad_norm: 2.0693 2021-07-08 12:33:15,971 - mmaction - INFO - Epoch [49][1240/1879] lr: 9.157e-02, eta: 4 days, 3:57:14, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6223, loss_cls: 2.8845, loss: 2.8845, grad_norm: 2.0894 2021-07-08 12:33:33,469 - mmaction - INFO - Epoch [49][1260/1879] lr: 9.157e-02, eta: 4 days, 3:56:51, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6320, loss_cls: 2.7702, loss: 2.7702, grad_norm: 2.0531 2021-07-08 12:33:50,975 - mmaction - INFO - Epoch [49][1280/1879] lr: 9.157e-02, eta: 4 days, 3:56:29, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6277, loss_cls: 2.8573, loss: 2.8573, grad_norm: 2.0604 2021-07-08 12:34:08,542 - mmaction - INFO - Epoch [49][1300/1879] lr: 9.157e-02, eta: 4 days, 3:56:06, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6094, loss_cls: 2.9035, loss: 2.9035, grad_norm: 2.0889 2021-07-08 12:34:25,980 - mmaction - INFO - Epoch [49][1320/1879] lr: 9.157e-02, eta: 4 days, 3:55:44, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6273, loss_cls: 2.8886, loss: 2.8886, grad_norm: 2.0818 2021-07-08 12:34:43,516 - mmaction - INFO - Epoch [49][1340/1879] lr: 9.157e-02, eta: 4 days, 3:55:21, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6219, loss_cls: 2.8223, loss: 2.8223, grad_norm: 2.0858 2021-07-08 12:35:01,037 - mmaction - INFO - Epoch [49][1360/1879] lr: 9.157e-02, eta: 4 days, 3:54:59, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6199, loss_cls: 2.8398, loss: 2.8398, grad_norm: 2.0820 2021-07-08 12:35:18,546 - mmaction - INFO - Epoch [49][1380/1879] lr: 9.157e-02, eta: 4 days, 3:54:36, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6043, loss_cls: 2.9069, loss: 2.9069, grad_norm: 2.0653 2021-07-08 12:35:36,099 - mmaction - INFO - Epoch [49][1400/1879] lr: 9.157e-02, eta: 4 days, 3:54:14, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6266, loss_cls: 2.8489, loss: 2.8489, grad_norm: 2.0648 2021-07-08 12:35:53,551 - mmaction - INFO - Epoch [49][1420/1879] lr: 9.157e-02, eta: 4 days, 3:53:51, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6035, loss_cls: 2.9148, loss: 2.9148, grad_norm: 2.0906 2021-07-08 12:36:11,125 - mmaction - INFO - Epoch [49][1440/1879] lr: 9.157e-02, eta: 4 days, 3:53:28, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6137, loss_cls: 2.8813, loss: 2.8813, grad_norm: 2.0608 2021-07-08 12:36:28,641 - mmaction - INFO - Epoch [49][1460/1879] lr: 9.157e-02, eta: 4 days, 3:53:06, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6359, loss_cls: 2.8118, loss: 2.8118, grad_norm: 2.0650 2021-07-08 12:36:46,166 - mmaction - INFO - Epoch [49][1480/1879] lr: 9.157e-02, eta: 4 days, 3:52:44, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6082, loss_cls: 2.9126, loss: 2.9126, grad_norm: 2.0724 2021-07-08 12:37:03,492 - mmaction - INFO - Epoch [49][1500/1879] lr: 9.157e-02, eta: 4 days, 3:52:20, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6266, loss_cls: 2.8471, loss: 2.8471, grad_norm: 2.0592 2021-07-08 12:37:21,025 - mmaction - INFO - Epoch [49][1520/1879] lr: 9.157e-02, eta: 4 days, 3:51:58, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6168, loss_cls: 2.8336, loss: 2.8336, grad_norm: 2.0416 2021-07-08 12:37:38,528 - mmaction - INFO - Epoch [49][1540/1879] lr: 9.157e-02, eta: 4 days, 3:51:35, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6121, loss_cls: 2.8958, loss: 2.8958, grad_norm: 2.1075 2021-07-08 12:37:56,066 - mmaction - INFO - Epoch [49][1560/1879] lr: 9.157e-02, eta: 4 days, 3:51:13, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6328, loss_cls: 2.8004, loss: 2.8004, grad_norm: 2.1311 2021-07-08 12:38:13,523 - mmaction - INFO - Epoch [49][1580/1879] lr: 9.157e-02, eta: 4 days, 3:50:50, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6242, loss_cls: 2.8430, loss: 2.8430, grad_norm: 2.1057 2021-07-08 12:38:31,025 - mmaction - INFO - Epoch [49][1600/1879] lr: 9.157e-02, eta: 4 days, 3:50:27, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6176, loss_cls: 2.8687, loss: 2.8687, grad_norm: 2.1443 2021-07-08 12:38:48,509 - mmaction - INFO - Epoch [49][1620/1879] lr: 9.157e-02, eta: 4 days, 3:50:05, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6098, loss_cls: 2.9472, loss: 2.9472, grad_norm: 2.0932 2021-07-08 12:39:05,998 - mmaction - INFO - Epoch [49][1640/1879] lr: 9.157e-02, eta: 4 days, 3:49:42, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6191, loss_cls: 2.8657, loss: 2.8657, grad_norm: 2.0459 2021-07-08 12:39:23,486 - mmaction - INFO - Epoch [49][1660/1879] lr: 9.157e-02, eta: 4 days, 3:49:20, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6316, loss_cls: 2.8414, loss: 2.8414, grad_norm: 2.0853 2021-07-08 12:39:40,951 - mmaction - INFO - Epoch [49][1680/1879] lr: 9.157e-02, eta: 4 days, 3:48:57, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6164, loss_cls: 2.8599, loss: 2.8599, grad_norm: 2.1160 2021-07-08 12:39:58,505 - mmaction - INFO - Epoch [49][1700/1879] lr: 9.157e-02, eta: 4 days, 3:48:35, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6254, loss_cls: 2.7971, loss: 2.7971, grad_norm: 2.0789 2021-07-08 12:40:15,916 - mmaction - INFO - Epoch [49][1720/1879] lr: 9.157e-02, eta: 4 days, 3:48:12, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6238, loss_cls: 2.8542, loss: 2.8542, grad_norm: 2.0992 2021-07-08 12:40:33,318 - mmaction - INFO - Epoch [49][1740/1879] lr: 9.157e-02, eta: 4 days, 3:47:49, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3574, top5_acc: 0.6133, loss_cls: 2.9096, loss: 2.9096, grad_norm: 2.0771 2021-07-08 12:40:50,735 - mmaction - INFO - Epoch [49][1760/1879] lr: 9.157e-02, eta: 4 days, 3:47:26, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6297, loss_cls: 2.8521, loss: 2.8521, grad_norm: 2.0262 2021-07-08 12:41:08,260 - mmaction - INFO - Epoch [49][1780/1879] lr: 9.157e-02, eta: 4 days, 3:47:03, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6113, loss_cls: 2.8865, loss: 2.8865, grad_norm: 2.0588 2021-07-08 12:41:25,702 - mmaction - INFO - Epoch [49][1800/1879] lr: 9.157e-02, eta: 4 days, 3:46:41, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6105, loss_cls: 2.9063, loss: 2.9063, grad_norm: 2.0724 2021-07-08 12:41:43,136 - mmaction - INFO - Epoch [49][1820/1879] lr: 9.157e-02, eta: 4 days, 3:46:18, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6273, loss_cls: 2.8027, loss: 2.8027, grad_norm: 2.0831 2021-07-08 12:42:00,677 - mmaction - INFO - Epoch [49][1840/1879] lr: 9.157e-02, eta: 4 days, 3:45:55, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6102, loss_cls: 2.9141, loss: 2.9141, grad_norm: 2.0450 2021-07-08 12:42:18,128 - mmaction - INFO - Epoch [49][1860/1879] lr: 9.157e-02, eta: 4 days, 3:45:32, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6227, loss_cls: 2.8594, loss: 2.8594, grad_norm: 2.1536 2021-07-08 12:45:04,094 - mmaction - INFO - Epoch [50][20/1879] lr: 9.123e-02, eta: 4 days, 3:52:28, time: 7.141, data_time: 6.131, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6383, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.0612 2021-07-08 12:45:20,824 - mmaction - INFO - Epoch [50][40/1879] lr: 9.123e-02, eta: 4 days, 3:52:02, time: 0.837, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6301, loss_cls: 2.8191, loss: 2.8191, grad_norm: 2.1048 2021-07-08 12:45:38,290 - mmaction - INFO - Epoch [50][60/1879] lr: 9.123e-02, eta: 4 days, 3:51:39, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6336, loss_cls: 2.7914, loss: 2.7914, grad_norm: 2.0896 2021-07-08 12:45:55,548 - mmaction - INFO - Epoch [50][80/1879] lr: 9.123e-02, eta: 4 days, 3:51:15, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6359, loss_cls: 2.7910, loss: 2.7910, grad_norm: 2.1137 2021-07-08 12:46:13,180 - mmaction - INFO - Epoch [50][100/1879] lr: 9.123e-02, eta: 4 days, 3:50:53, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6363, loss_cls: 2.7704, loss: 2.7704, grad_norm: 2.1252 2021-07-08 12:46:30,664 - mmaction - INFO - Epoch [50][120/1879] lr: 9.123e-02, eta: 4 days, 3:50:30, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6191, loss_cls: 2.8333, loss: 2.8333, grad_norm: 2.1024 2021-07-08 12:46:48,064 - mmaction - INFO - Epoch [50][140/1879] lr: 9.123e-02, eta: 4 days, 3:50:07, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6199, loss_cls: 2.8384, loss: 2.8384, grad_norm: 2.0973 2021-07-08 12:47:05,636 - mmaction - INFO - Epoch [50][160/1879] lr: 9.123e-02, eta: 4 days, 3:49:45, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6402, loss_cls: 2.7755, loss: 2.7755, grad_norm: 2.0911 2021-07-08 12:47:23,040 - mmaction - INFO - Epoch [50][180/1879] lr: 9.123e-02, eta: 4 days, 3:49:22, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6074, loss_cls: 2.8896, loss: 2.8896, grad_norm: 2.1615 2021-07-08 12:47:40,548 - mmaction - INFO - Epoch [50][200/1879] lr: 9.123e-02, eta: 4 days, 3:48:59, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6199, loss_cls: 2.8688, loss: 2.8688, grad_norm: 2.1439 2021-07-08 12:47:57,985 - mmaction - INFO - Epoch [50][220/1879] lr: 9.123e-02, eta: 4 days, 3:48:36, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6266, loss_cls: 2.9185, loss: 2.9185, grad_norm: 2.1257 2021-07-08 12:48:15,506 - mmaction - INFO - Epoch [50][240/1879] lr: 9.123e-02, eta: 4 days, 3:48:14, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3551, top5_acc: 0.6156, loss_cls: 2.8803, loss: 2.8803, grad_norm: 2.1268 2021-07-08 12:48:33,051 - mmaction - INFO - Epoch [50][260/1879] lr: 9.123e-02, eta: 4 days, 3:47:51, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6105, loss_cls: 2.9041, loss: 2.9041, grad_norm: 2.1016 2021-07-08 12:48:50,568 - mmaction - INFO - Epoch [50][280/1879] lr: 9.123e-02, eta: 4 days, 3:47:29, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6117, loss_cls: 2.8545, loss: 2.8545, grad_norm: 2.0962 2021-07-08 12:49:08,031 - mmaction - INFO - Epoch [50][300/1879] lr: 9.123e-02, eta: 4 days, 3:47:06, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6297, loss_cls: 2.8458, loss: 2.8458, grad_norm: 2.1172 2021-07-08 12:49:25,692 - mmaction - INFO - Epoch [50][320/1879] lr: 9.123e-02, eta: 4 days, 3:46:44, time: 0.880, data_time: 0.001, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6176, loss_cls: 2.8321, loss: 2.8321, grad_norm: 2.1481 2021-07-08 12:49:43,127 - mmaction - INFO - Epoch [50][340/1879] lr: 9.123e-02, eta: 4 days, 3:46:21, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6453, loss_cls: 2.7487, loss: 2.7487, grad_norm: 2.0970 2021-07-08 12:50:00,753 - mmaction - INFO - Epoch [50][360/1879] lr: 9.123e-02, eta: 4 days, 3:45:59, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6199, loss_cls: 2.8898, loss: 2.8898, grad_norm: 2.1058 2021-07-08 12:50:18,340 - mmaction - INFO - Epoch [50][380/1879] lr: 9.123e-02, eta: 4 days, 3:45:37, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6211, loss_cls: 2.8670, loss: 2.8670, grad_norm: 2.1017 2021-07-08 12:50:35,872 - mmaction - INFO - Epoch [50][400/1879] lr: 9.123e-02, eta: 4 days, 3:45:14, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6305, loss_cls: 2.8301, loss: 2.8301, grad_norm: 2.0965 2021-07-08 12:50:53,419 - mmaction - INFO - Epoch [50][420/1879] lr: 9.123e-02, eta: 4 days, 3:44:52, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6035, loss_cls: 2.9576, loss: 2.9576, grad_norm: 2.1409 2021-07-08 12:51:10,885 - mmaction - INFO - Epoch [50][440/1879] lr: 9.123e-02, eta: 4 days, 3:44:29, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6141, loss_cls: 2.9026, loss: 2.9026, grad_norm: 2.0812 2021-07-08 12:51:28,391 - mmaction - INFO - Epoch [50][460/1879] lr: 9.123e-02, eta: 4 days, 3:44:07, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6211, loss_cls: 2.8545, loss: 2.8545, grad_norm: 2.1314 2021-07-08 12:51:45,944 - mmaction - INFO - Epoch [50][480/1879] lr: 9.123e-02, eta: 4 days, 3:43:44, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6207, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.0878 2021-07-08 12:52:03,391 - mmaction - INFO - Epoch [50][500/1879] lr: 9.123e-02, eta: 4 days, 3:43:21, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8381, loss: 2.8381, grad_norm: 2.1423 2021-07-08 12:52:20,917 - mmaction - INFO - Epoch [50][520/1879] lr: 9.123e-02, eta: 4 days, 3:42:59, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6078, loss_cls: 2.8855, loss: 2.8855, grad_norm: 2.1010 2021-07-08 12:52:38,428 - mmaction - INFO - Epoch [50][540/1879] lr: 9.123e-02, eta: 4 days, 3:42:36, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6184, loss_cls: 2.8374, loss: 2.8374, grad_norm: 2.0768 2021-07-08 12:52:55,897 - mmaction - INFO - Epoch [50][560/1879] lr: 9.123e-02, eta: 4 days, 3:42:14, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6375, loss_cls: 2.8094, loss: 2.8094, grad_norm: 2.0409 2021-07-08 12:53:13,293 - mmaction - INFO - Epoch [50][580/1879] lr: 9.123e-02, eta: 4 days, 3:41:50, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6301, loss_cls: 2.8166, loss: 2.8166, grad_norm: 2.1016 2021-07-08 12:53:30,840 - mmaction - INFO - Epoch [50][600/1879] lr: 9.123e-02, eta: 4 days, 3:41:28, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6062, loss_cls: 2.9094, loss: 2.9094, grad_norm: 2.0835 2021-07-08 12:53:48,375 - mmaction - INFO - Epoch [50][620/1879] lr: 9.123e-02, eta: 4 days, 3:41:06, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6180, loss_cls: 2.8812, loss: 2.8812, grad_norm: 2.0429 2021-07-08 12:54:05,737 - mmaction - INFO - Epoch [50][640/1879] lr: 9.123e-02, eta: 4 days, 3:40:43, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6418, loss_cls: 2.7956, loss: 2.7956, grad_norm: 2.1007 2021-07-08 12:54:23,221 - mmaction - INFO - Epoch [50][660/1879] lr: 9.123e-02, eta: 4 days, 3:40:20, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6250, loss_cls: 2.8538, loss: 2.8538, grad_norm: 2.1228 2021-07-08 12:54:40,643 - mmaction - INFO - Epoch [50][680/1879] lr: 9.123e-02, eta: 4 days, 3:39:57, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6281, loss_cls: 2.8049, loss: 2.8049, grad_norm: 2.0861 2021-07-08 12:54:58,115 - mmaction - INFO - Epoch [50][700/1879] lr: 9.123e-02, eta: 4 days, 3:39:34, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6234, loss_cls: 2.8887, loss: 2.8887, grad_norm: 2.1007 2021-07-08 12:55:15,722 - mmaction - INFO - Epoch [50][720/1879] lr: 9.123e-02, eta: 4 days, 3:39:12, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6250, loss_cls: 2.8550, loss: 2.8550, grad_norm: 2.0898 2021-07-08 12:55:33,232 - mmaction - INFO - Epoch [50][740/1879] lr: 9.123e-02, eta: 4 days, 3:38:50, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6180, loss_cls: 2.8546, loss: 2.8546, grad_norm: 2.1137 2021-07-08 12:55:50,643 - mmaction - INFO - Epoch [50][760/1879] lr: 9.123e-02, eta: 4 days, 3:38:26, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6227, loss_cls: 2.8301, loss: 2.8301, grad_norm: 2.0926 2021-07-08 12:56:08,148 - mmaction - INFO - Epoch [50][780/1879] lr: 9.123e-02, eta: 4 days, 3:38:04, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6258, loss_cls: 2.8594, loss: 2.8594, grad_norm: 2.1086 2021-07-08 12:56:25,513 - mmaction - INFO - Epoch [50][800/1879] lr: 9.123e-02, eta: 4 days, 3:37:41, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3461, top5_acc: 0.6105, loss_cls: 2.9366, loss: 2.9366, grad_norm: 2.1041 2021-07-08 12:56:42,995 - mmaction - INFO - Epoch [50][820/1879] lr: 9.123e-02, eta: 4 days, 3:37:18, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6320, loss_cls: 2.7900, loss: 2.7900, grad_norm: 2.0616 2021-07-08 12:57:00,500 - mmaction - INFO - Epoch [50][840/1879] lr: 9.123e-02, eta: 4 days, 3:36:56, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6090, loss_cls: 2.9368, loss: 2.9368, grad_norm: 2.1374 2021-07-08 12:57:18,008 - mmaction - INFO - Epoch [50][860/1879] lr: 9.123e-02, eta: 4 days, 3:36:33, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6168, loss_cls: 2.8881, loss: 2.8881, grad_norm: 2.1014 2021-07-08 12:57:35,380 - mmaction - INFO - Epoch [50][880/1879] lr: 9.123e-02, eta: 4 days, 3:36:10, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6234, loss_cls: 2.8640, loss: 2.8640, grad_norm: 2.1356 2021-07-08 12:57:52,780 - mmaction - INFO - Epoch [50][900/1879] lr: 9.123e-02, eta: 4 days, 3:35:47, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6234, loss_cls: 2.8592, loss: 2.8592, grad_norm: 2.0894 2021-07-08 12:58:10,393 - mmaction - INFO - Epoch [50][920/1879] lr: 9.123e-02, eta: 4 days, 3:35:25, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6348, loss_cls: 2.7745, loss: 2.7745, grad_norm: 2.1356 2021-07-08 12:58:27,880 - mmaction - INFO - Epoch [50][940/1879] lr: 9.123e-02, eta: 4 days, 3:35:02, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6273, loss_cls: 2.8292, loss: 2.8292, grad_norm: 2.0972 2021-07-08 12:58:45,250 - mmaction - INFO - Epoch [50][960/1879] lr: 9.123e-02, eta: 4 days, 3:34:39, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6289, loss_cls: 2.8310, loss: 2.8310, grad_norm: 2.1215 2021-07-08 12:59:02,674 - mmaction - INFO - Epoch [50][980/1879] lr: 9.123e-02, eta: 4 days, 3:34:16, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6184, loss_cls: 2.8477, loss: 2.8477, grad_norm: 2.0477 2021-07-08 12:59:20,126 - mmaction - INFO - Epoch [50][1000/1879] lr: 9.123e-02, eta: 4 days, 3:33:54, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6137, loss_cls: 2.8474, loss: 2.8474, grad_norm: 2.0655 2021-07-08 12:59:37,646 - mmaction - INFO - Epoch [50][1020/1879] lr: 9.123e-02, eta: 4 days, 3:33:31, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6309, loss_cls: 2.8118, loss: 2.8118, grad_norm: 2.0260 2021-07-08 12:59:54,991 - mmaction - INFO - Epoch [50][1040/1879] lr: 9.123e-02, eta: 4 days, 3:33:08, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6301, loss_cls: 2.8687, loss: 2.8687, grad_norm: 2.1230 2021-07-08 13:00:12,650 - mmaction - INFO - Epoch [50][1060/1879] lr: 9.123e-02, eta: 4 days, 3:32:46, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6250, loss_cls: 2.8628, loss: 2.8628, grad_norm: 2.1363 2021-07-08 13:00:30,177 - mmaction - INFO - Epoch [50][1080/1879] lr: 9.123e-02, eta: 4 days, 3:32:24, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6281, loss_cls: 2.8870, loss: 2.8870, grad_norm: 2.0694 2021-07-08 13:00:47,680 - mmaction - INFO - Epoch [50][1100/1879] lr: 9.123e-02, eta: 4 days, 3:32:01, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6254, loss_cls: 2.8799, loss: 2.8799, grad_norm: 2.1065 2021-07-08 13:01:05,048 - mmaction - INFO - Epoch [50][1120/1879] lr: 9.123e-02, eta: 4 days, 3:31:38, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6332, loss_cls: 2.8090, loss: 2.8090, grad_norm: 2.0931 2021-07-08 13:01:22,564 - mmaction - INFO - Epoch [50][1140/1879] lr: 9.123e-02, eta: 4 days, 3:31:15, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6145, loss_cls: 2.8836, loss: 2.8836, grad_norm: 2.0894 2021-07-08 13:01:39,996 - mmaction - INFO - Epoch [50][1160/1879] lr: 9.123e-02, eta: 4 days, 3:30:53, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6262, loss_cls: 2.8040, loss: 2.8040, grad_norm: 2.0857 2021-07-08 13:01:57,486 - mmaction - INFO - Epoch [50][1180/1879] lr: 9.123e-02, eta: 4 days, 3:30:30, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6301, loss_cls: 2.7872, loss: 2.7872, grad_norm: 2.1223 2021-07-08 13:02:14,913 - mmaction - INFO - Epoch [50][1200/1879] lr: 9.123e-02, eta: 4 days, 3:30:07, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6422, loss_cls: 2.7989, loss: 2.7989, grad_norm: 2.0746 2021-07-08 13:02:32,259 - mmaction - INFO - Epoch [50][1220/1879] lr: 9.123e-02, eta: 4 days, 3:29:44, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6355, loss_cls: 2.8401, loss: 2.8401, grad_norm: 2.1213 2021-07-08 13:02:49,763 - mmaction - INFO - Epoch [50][1240/1879] lr: 9.123e-02, eta: 4 days, 3:29:21, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6301, loss_cls: 2.8491, loss: 2.8491, grad_norm: 2.1555 2021-07-08 13:03:07,250 - mmaction - INFO - Epoch [50][1260/1879] lr: 9.123e-02, eta: 4 days, 3:28:59, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6047, loss_cls: 2.8961, loss: 2.8961, grad_norm: 2.0850 2021-07-08 13:03:24,922 - mmaction - INFO - Epoch [50][1280/1879] lr: 9.123e-02, eta: 4 days, 3:28:37, time: 0.884, data_time: 0.005, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6160, loss_cls: 2.8806, loss: 2.8806, grad_norm: 2.0792 2021-07-08 13:03:42,290 - mmaction - INFO - Epoch [50][1300/1879] lr: 9.123e-02, eta: 4 days, 3:28:14, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6188, loss_cls: 2.8751, loss: 2.8751, grad_norm: 2.1208 2021-07-08 13:03:59,886 - mmaction - INFO - Epoch [50][1320/1879] lr: 9.123e-02, eta: 4 days, 3:27:52, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6379, loss_cls: 2.7579, loss: 2.7579, grad_norm: 2.0885 2021-07-08 13:04:17,261 - mmaction - INFO - Epoch [50][1340/1879] lr: 9.123e-02, eta: 4 days, 3:27:29, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6312, loss_cls: 2.8612, loss: 2.8612, grad_norm: 2.1234 2021-07-08 13:04:34,745 - mmaction - INFO - Epoch [50][1360/1879] lr: 9.123e-02, eta: 4 days, 3:27:06, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6141, loss_cls: 2.8501, loss: 2.8501, grad_norm: 2.0516 2021-07-08 13:04:52,075 - mmaction - INFO - Epoch [50][1380/1879] lr: 9.123e-02, eta: 4 days, 3:26:43, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6125, loss_cls: 2.9050, loss: 2.9050, grad_norm: 2.0793 2021-07-08 13:05:09,664 - mmaction - INFO - Epoch [50][1400/1879] lr: 9.123e-02, eta: 4 days, 3:26:21, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6258, loss_cls: 2.8321, loss: 2.8321, grad_norm: 2.0712 2021-07-08 13:05:27,024 - mmaction - INFO - Epoch [50][1420/1879] lr: 9.123e-02, eta: 4 days, 3:25:58, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6020, loss_cls: 2.9118, loss: 2.9118, grad_norm: 2.0892 2021-07-08 13:05:44,487 - mmaction - INFO - Epoch [50][1440/1879] lr: 9.123e-02, eta: 4 days, 3:25:35, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6148, loss_cls: 2.8921, loss: 2.8921, grad_norm: 2.0661 2021-07-08 13:06:02,133 - mmaction - INFO - Epoch [50][1460/1879] lr: 9.123e-02, eta: 4 days, 3:25:13, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6223, loss_cls: 2.8644, loss: 2.8644, grad_norm: 2.1075 2021-07-08 13:06:19,568 - mmaction - INFO - Epoch [50][1480/1879] lr: 9.123e-02, eta: 4 days, 3:24:50, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6203, loss_cls: 2.8626, loss: 2.8626, grad_norm: 2.1064 2021-07-08 13:06:37,009 - mmaction - INFO - Epoch [50][1500/1879] lr: 9.123e-02, eta: 4 days, 3:24:28, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6172, loss_cls: 2.8995, loss: 2.8995, grad_norm: 2.1707 2021-07-08 13:06:54,566 - mmaction - INFO - Epoch [50][1520/1879] lr: 9.123e-02, eta: 4 days, 3:24:05, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6113, loss_cls: 2.8733, loss: 2.8733, grad_norm: 2.1214 2021-07-08 13:07:12,065 - mmaction - INFO - Epoch [50][1540/1879] lr: 9.123e-02, eta: 4 days, 3:23:43, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6082, loss_cls: 2.8804, loss: 2.8804, grad_norm: 2.0930 2021-07-08 13:07:29,596 - mmaction - INFO - Epoch [50][1560/1879] lr: 9.123e-02, eta: 4 days, 3:23:21, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6195, loss_cls: 2.8733, loss: 2.8733, grad_norm: 2.1112 2021-07-08 13:07:46,962 - mmaction - INFO - Epoch [50][1580/1879] lr: 9.123e-02, eta: 4 days, 3:22:58, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6270, loss_cls: 2.8337, loss: 2.8337, grad_norm: 2.0867 2021-07-08 13:08:04,468 - mmaction - INFO - Epoch [50][1600/1879] lr: 9.123e-02, eta: 4 days, 3:22:35, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6305, loss_cls: 2.7787, loss: 2.7787, grad_norm: 2.0956 2021-07-08 13:08:21,855 - mmaction - INFO - Epoch [50][1620/1879] lr: 9.123e-02, eta: 4 days, 3:22:12, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6160, loss_cls: 2.9082, loss: 2.9082, grad_norm: 2.1768 2021-07-08 13:08:39,354 - mmaction - INFO - Epoch [50][1640/1879] lr: 9.123e-02, eta: 4 days, 3:21:50, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6133, loss_cls: 2.9005, loss: 2.9005, grad_norm: 2.1424 2021-07-08 13:08:56,762 - mmaction - INFO - Epoch [50][1660/1879] lr: 9.123e-02, eta: 4 days, 3:21:27, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6160, loss_cls: 2.9107, loss: 2.9107, grad_norm: 2.0905 2021-07-08 13:09:14,303 - mmaction - INFO - Epoch [50][1680/1879] lr: 9.123e-02, eta: 4 days, 3:21:05, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6230, loss_cls: 2.8581, loss: 2.8581, grad_norm: 2.0801 2021-07-08 13:09:31,664 - mmaction - INFO - Epoch [50][1700/1879] lr: 9.123e-02, eta: 4 days, 3:20:41, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6117, loss_cls: 2.9284, loss: 2.9284, grad_norm: 2.0806 2021-07-08 13:09:49,242 - mmaction - INFO - Epoch [50][1720/1879] lr: 9.123e-02, eta: 4 days, 3:20:19, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6504, loss_cls: 2.7382, loss: 2.7382, grad_norm: 2.0982 2021-07-08 13:10:06,766 - mmaction - INFO - Epoch [50][1740/1879] lr: 9.123e-02, eta: 4 days, 3:19:57, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6301, loss_cls: 2.7408, loss: 2.7408, grad_norm: 2.0925 2021-07-08 13:10:24,366 - mmaction - INFO - Epoch [50][1760/1879] lr: 9.123e-02, eta: 4 days, 3:19:35, time: 0.883, data_time: 0.007, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6273, loss_cls: 2.8133, loss: 2.8133, grad_norm: 2.0995 2021-07-08 13:10:41,836 - mmaction - INFO - Epoch [50][1780/1879] lr: 9.123e-02, eta: 4 days, 3:19:12, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6176, loss_cls: 2.9075, loss: 2.9075, grad_norm: 2.1574 2021-07-08 13:10:59,332 - mmaction - INFO - Epoch [50][1800/1879] lr: 9.123e-02, eta: 4 days, 3:18:50, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6336, loss_cls: 2.8096, loss: 2.8096, grad_norm: 2.0630 2021-07-08 13:11:16,845 - mmaction - INFO - Epoch [50][1820/1879] lr: 9.123e-02, eta: 4 days, 3:18:27, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6152, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.1276 2021-07-08 13:11:34,260 - mmaction - INFO - Epoch [50][1840/1879] lr: 9.123e-02, eta: 4 days, 3:18:05, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3512, top5_acc: 0.5953, loss_cls: 2.9695, loss: 2.9695, grad_norm: 2.1224 2021-07-08 13:11:51,674 - mmaction - INFO - Epoch [50][1860/1879] lr: 9.123e-02, eta: 4 days, 3:17:42, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6309, loss_cls: 2.8064, loss: 2.8064, grad_norm: 2.0655 2021-07-08 13:16:01,485 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 13:16:02,274 - mmaction - INFO - top1_acc 0.4309 top5_acc 0.7074 2021-07-08 13:16:02,274 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 13:16:02,325 - mmaction - INFO - mean_acc 0.4309 2021-07-08 13:16:03,436 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_50.pth. 2021-07-08 13:16:03,437 - mmaction - INFO - Best top1_acc is 0.4309 at 50 epoch. 2021-07-08 13:16:03,444 - mmaction - INFO - Epoch(val) [50][155] top1_acc: 0.4309, top5_acc: 0.7074, mean_class_accuracy: 0.4309 2021-07-08 13:17:41,782 - mmaction - INFO - Epoch [51][20/1879] lr: 9.088e-02, eta: 4 days, 3:21:22, time: 4.915, data_time: 3.647, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6398, loss_cls: 2.7791, loss: 2.7791, grad_norm: 2.1153 2021-07-08 13:17:58,898 - mmaction - INFO - Epoch [51][40/1879] lr: 9.088e-02, eta: 4 days, 3:20:58, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6367, loss_cls: 2.8085, loss: 2.8085, grad_norm: 2.0894 2021-07-08 13:18:15,972 - mmaction - INFO - Epoch [51][60/1879] lr: 9.088e-02, eta: 4 days, 3:20:34, time: 0.854, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6258, loss_cls: 2.7896, loss: 2.7896, grad_norm: 2.0678 2021-07-08 13:18:33,288 - mmaction - INFO - Epoch [51][80/1879] lr: 9.088e-02, eta: 4 days, 3:20:10, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6391, loss_cls: 2.7728, loss: 2.7728, grad_norm: 2.1137 2021-07-08 13:18:50,723 - mmaction - INFO - Epoch [51][100/1879] lr: 9.088e-02, eta: 4 days, 3:19:48, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6410, loss_cls: 2.7345, loss: 2.7345, grad_norm: 2.1440 2021-07-08 13:19:08,101 - mmaction - INFO - Epoch [51][120/1879] lr: 9.088e-02, eta: 4 days, 3:19:25, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6309, loss_cls: 2.7606, loss: 2.7606, grad_norm: 2.0752 2021-07-08 13:19:25,747 - mmaction - INFO - Epoch [51][140/1879] lr: 9.088e-02, eta: 4 days, 3:19:03, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6246, loss_cls: 2.8519, loss: 2.8519, grad_norm: 2.1757 2021-07-08 13:19:43,199 - mmaction - INFO - Epoch [51][160/1879] lr: 9.088e-02, eta: 4 days, 3:18:40, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6289, loss_cls: 2.8073, loss: 2.8073, grad_norm: 2.0895 2021-07-08 13:20:00,690 - mmaction - INFO - Epoch [51][180/1879] lr: 9.088e-02, eta: 4 days, 3:18:17, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6133, loss_cls: 2.8522, loss: 2.8522, grad_norm: 2.0716 2021-07-08 13:20:18,182 - mmaction - INFO - Epoch [51][200/1879] lr: 9.088e-02, eta: 4 days, 3:17:55, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6230, loss_cls: 2.8355, loss: 2.8355, grad_norm: 2.1209 2021-07-08 13:20:35,672 - mmaction - INFO - Epoch [51][220/1879] lr: 9.088e-02, eta: 4 days, 3:17:32, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6223, loss_cls: 2.8425, loss: 2.8425, grad_norm: 2.0902 2021-07-08 13:20:53,089 - mmaction - INFO - Epoch [51][240/1879] lr: 9.088e-02, eta: 4 days, 3:17:09, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6266, loss_cls: 2.8584, loss: 2.8584, grad_norm: 2.0767 2021-07-08 13:21:10,422 - mmaction - INFO - Epoch [51][260/1879] lr: 9.088e-02, eta: 4 days, 3:16:46, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6410, loss_cls: 2.7813, loss: 2.7813, grad_norm: 2.0717 2021-07-08 13:21:27,835 - mmaction - INFO - Epoch [51][280/1879] lr: 9.088e-02, eta: 4 days, 3:16:24, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6270, loss_cls: 2.8203, loss: 2.8203, grad_norm: 2.1460 2021-07-08 13:21:45,237 - mmaction - INFO - Epoch [51][300/1879] lr: 9.088e-02, eta: 4 days, 3:16:00, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6254, loss_cls: 2.7714, loss: 2.7714, grad_norm: 2.0933 2021-07-08 13:22:02,797 - mmaction - INFO - Epoch [51][320/1879] lr: 9.088e-02, eta: 4 days, 3:15:38, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6297, loss_cls: 2.8063, loss: 2.8063, grad_norm: 2.0989 2021-07-08 13:22:20,377 - mmaction - INFO - Epoch [51][340/1879] lr: 9.088e-02, eta: 4 days, 3:15:16, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6078, loss_cls: 2.8707, loss: 2.8707, grad_norm: 2.0437 2021-07-08 13:22:37,786 - mmaction - INFO - Epoch [51][360/1879] lr: 9.088e-02, eta: 4 days, 3:14:53, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6363, loss_cls: 2.7956, loss: 2.7956, grad_norm: 2.0604 2021-07-08 13:22:55,203 - mmaction - INFO - Epoch [51][380/1879] lr: 9.088e-02, eta: 4 days, 3:14:30, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6090, loss_cls: 2.9316, loss: 2.9316, grad_norm: 2.1210 2021-07-08 13:23:12,591 - mmaction - INFO - Epoch [51][400/1879] lr: 9.088e-02, eta: 4 days, 3:14:07, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6324, loss_cls: 2.7918, loss: 2.7918, grad_norm: 2.0984 2021-07-08 13:23:30,110 - mmaction - INFO - Epoch [51][420/1879] lr: 9.088e-02, eta: 4 days, 3:13:45, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6129, loss_cls: 2.8811, loss: 2.8811, grad_norm: 2.1147 2021-07-08 13:23:47,671 - mmaction - INFO - Epoch [51][440/1879] lr: 9.088e-02, eta: 4 days, 3:13:23, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6188, loss_cls: 2.8213, loss: 2.8213, grad_norm: 2.1096 2021-07-08 13:24:05,165 - mmaction - INFO - Epoch [51][460/1879] lr: 9.088e-02, eta: 4 days, 3:13:00, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6285, loss_cls: 2.8161, loss: 2.8161, grad_norm: 2.1298 2021-07-08 13:24:22,604 - mmaction - INFO - Epoch [51][480/1879] lr: 9.088e-02, eta: 4 days, 3:12:38, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6160, loss_cls: 2.8865, loss: 2.8865, grad_norm: 2.1189 2021-07-08 13:24:40,186 - mmaction - INFO - Epoch [51][500/1879] lr: 9.088e-02, eta: 4 days, 3:12:15, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3516, top5_acc: 0.6199, loss_cls: 2.9029, loss: 2.9029, grad_norm: 2.1644 2021-07-08 13:24:57,743 - mmaction - INFO - Epoch [51][520/1879] lr: 9.088e-02, eta: 4 days, 3:11:53, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6238, loss_cls: 2.8156, loss: 2.8156, grad_norm: 2.1477 2021-07-08 13:25:15,267 - mmaction - INFO - Epoch [51][540/1879] lr: 9.088e-02, eta: 4 days, 3:11:31, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6328, loss_cls: 2.7438, loss: 2.7438, grad_norm: 2.0746 2021-07-08 13:25:32,822 - mmaction - INFO - Epoch [51][560/1879] lr: 9.088e-02, eta: 4 days, 3:11:08, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6129, loss_cls: 2.8817, loss: 2.8817, grad_norm: 2.1371 2021-07-08 13:25:50,293 - mmaction - INFO - Epoch [51][580/1879] lr: 9.088e-02, eta: 4 days, 3:10:46, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6242, loss_cls: 2.8611, loss: 2.8611, grad_norm: 2.1093 2021-07-08 13:26:07,857 - mmaction - INFO - Epoch [51][600/1879] lr: 9.088e-02, eta: 4 days, 3:10:24, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6164, loss_cls: 2.8863, loss: 2.8863, grad_norm: 2.1041 2021-07-08 13:26:25,451 - mmaction - INFO - Epoch [51][620/1879] lr: 9.088e-02, eta: 4 days, 3:10:02, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6254, loss_cls: 2.8389, loss: 2.8389, grad_norm: 2.0945 2021-07-08 13:26:42,937 - mmaction - INFO - Epoch [51][640/1879] lr: 9.088e-02, eta: 4 days, 3:09:39, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6297, loss_cls: 2.8217, loss: 2.8217, grad_norm: 2.0819 2021-07-08 13:27:00,421 - mmaction - INFO - Epoch [51][660/1879] lr: 9.088e-02, eta: 4 days, 3:09:16, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6082, loss_cls: 2.8663, loss: 2.8663, grad_norm: 2.0771 2021-07-08 13:27:17,975 - mmaction - INFO - Epoch [51][680/1879] lr: 9.088e-02, eta: 4 days, 3:08:54, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6211, loss_cls: 2.8476, loss: 2.8476, grad_norm: 2.1061 2021-07-08 13:27:35,364 - mmaction - INFO - Epoch [51][700/1879] lr: 9.088e-02, eta: 4 days, 3:08:31, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6277, loss_cls: 2.8223, loss: 2.8223, grad_norm: 2.0861 2021-07-08 13:27:52,934 - mmaction - INFO - Epoch [51][720/1879] lr: 9.088e-02, eta: 4 days, 3:08:09, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6180, loss_cls: 2.8885, loss: 2.8885, grad_norm: 2.1378 2021-07-08 13:28:10,288 - mmaction - INFO - Epoch [51][740/1879] lr: 9.088e-02, eta: 4 days, 3:07:46, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6227, loss_cls: 2.8542, loss: 2.8542, grad_norm: 2.1339 2021-07-08 13:28:27,804 - mmaction - INFO - Epoch [51][760/1879] lr: 9.088e-02, eta: 4 days, 3:07:24, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6289, loss_cls: 2.8515, loss: 2.8515, grad_norm: 2.1219 2021-07-08 13:28:45,284 - mmaction - INFO - Epoch [51][780/1879] lr: 9.088e-02, eta: 4 days, 3:07:01, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6176, loss_cls: 2.8454, loss: 2.8454, grad_norm: 2.0963 2021-07-08 13:29:02,881 - mmaction - INFO - Epoch [51][800/1879] lr: 9.088e-02, eta: 4 days, 3:06:39, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6137, loss_cls: 2.8493, loss: 2.8493, grad_norm: 2.0951 2021-07-08 13:29:20,380 - mmaction - INFO - Epoch [51][820/1879] lr: 9.088e-02, eta: 4 days, 3:06:17, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6316, loss_cls: 2.8091, loss: 2.8091, grad_norm: 2.0831 2021-07-08 13:29:37,920 - mmaction - INFO - Epoch [51][840/1879] lr: 9.088e-02, eta: 4 days, 3:05:54, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6203, loss_cls: 2.8574, loss: 2.8574, grad_norm: 2.1061 2021-07-08 13:29:55,351 - mmaction - INFO - Epoch [51][860/1879] lr: 9.088e-02, eta: 4 days, 3:05:32, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6227, loss_cls: 2.8624, loss: 2.8624, grad_norm: 2.1335 2021-07-08 13:30:12,817 - mmaction - INFO - Epoch [51][880/1879] lr: 9.088e-02, eta: 4 days, 3:05:09, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6180, loss_cls: 2.8460, loss: 2.8460, grad_norm: 2.0755 2021-07-08 13:30:30,323 - mmaction - INFO - Epoch [51][900/1879] lr: 9.088e-02, eta: 4 days, 3:04:47, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6242, loss_cls: 2.8741, loss: 2.8741, grad_norm: 2.1140 2021-07-08 13:30:47,722 - mmaction - INFO - Epoch [51][920/1879] lr: 9.088e-02, eta: 4 days, 3:04:24, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6359, loss_cls: 2.8012, loss: 2.8012, grad_norm: 2.0970 2021-07-08 13:31:05,304 - mmaction - INFO - Epoch [51][940/1879] lr: 9.088e-02, eta: 4 days, 3:04:02, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6211, loss_cls: 2.8725, loss: 2.8725, grad_norm: 2.1587 2021-07-08 13:31:22,763 - mmaction - INFO - Epoch [51][960/1879] lr: 9.088e-02, eta: 4 days, 3:03:39, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6242, loss_cls: 2.8649, loss: 2.8649, grad_norm: 2.1204 2021-07-08 13:31:40,269 - mmaction - INFO - Epoch [51][980/1879] lr: 9.088e-02, eta: 4 days, 3:03:17, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6387, loss_cls: 2.7650, loss: 2.7650, grad_norm: 2.1246 2021-07-08 13:31:57,736 - mmaction - INFO - Epoch [51][1000/1879] lr: 9.088e-02, eta: 4 days, 3:02:54, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6398, loss_cls: 2.7908, loss: 2.7908, grad_norm: 2.1263 2021-07-08 13:32:15,366 - mmaction - INFO - Epoch [51][1020/1879] lr: 9.088e-02, eta: 4 days, 3:02:33, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6008, loss_cls: 2.9385, loss: 2.9385, grad_norm: 2.0975 2021-07-08 13:32:32,777 - mmaction - INFO - Epoch [51][1040/1879] lr: 9.088e-02, eta: 4 days, 3:02:10, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6297, loss_cls: 2.8072, loss: 2.8072, grad_norm: 2.0593 2021-07-08 13:32:50,239 - mmaction - INFO - Epoch [51][1060/1879] lr: 9.088e-02, eta: 4 days, 3:01:47, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6348, loss_cls: 2.7838, loss: 2.7838, grad_norm: 2.1201 2021-07-08 13:33:07,743 - mmaction - INFO - Epoch [51][1080/1879] lr: 9.088e-02, eta: 4 days, 3:01:25, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6227, loss_cls: 2.8811, loss: 2.8811, grad_norm: 2.1321 2021-07-08 13:33:25,313 - mmaction - INFO - Epoch [51][1100/1879] lr: 9.088e-02, eta: 4 days, 3:01:02, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6195, loss_cls: 2.8414, loss: 2.8414, grad_norm: 2.0464 2021-07-08 13:33:42,854 - mmaction - INFO - Epoch [51][1120/1879] lr: 9.088e-02, eta: 4 days, 3:00:40, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6230, loss_cls: 2.8667, loss: 2.8667, grad_norm: 2.0875 2021-07-08 13:34:00,441 - mmaction - INFO - Epoch [51][1140/1879] lr: 9.088e-02, eta: 4 days, 3:00:18, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6008, loss_cls: 2.9169, loss: 2.9169, grad_norm: 2.0754 2021-07-08 13:34:17,802 - mmaction - INFO - Epoch [51][1160/1879] lr: 9.088e-02, eta: 4 days, 2:59:55, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6320, loss_cls: 2.8308, loss: 2.8308, grad_norm: 2.1071 2021-07-08 13:34:35,202 - mmaction - INFO - Epoch [51][1180/1879] lr: 9.088e-02, eta: 4 days, 2:59:32, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6145, loss_cls: 2.9121, loss: 2.9121, grad_norm: 2.1000 2021-07-08 13:34:52,658 - mmaction - INFO - Epoch [51][1200/1879] lr: 9.088e-02, eta: 4 days, 2:59:10, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6258, loss_cls: 2.8495, loss: 2.8495, grad_norm: 2.0444 2021-07-08 13:35:10,249 - mmaction - INFO - Epoch [51][1220/1879] lr: 9.088e-02, eta: 4 days, 2:58:48, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6422, loss_cls: 2.7488, loss: 2.7488, grad_norm: 2.0848 2021-07-08 13:35:27,695 - mmaction - INFO - Epoch [51][1240/1879] lr: 9.088e-02, eta: 4 days, 2:58:25, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6242, loss_cls: 2.8428, loss: 2.8428, grad_norm: 2.0773 2021-07-08 13:35:45,388 - mmaction - INFO - Epoch [51][1260/1879] lr: 9.088e-02, eta: 4 days, 2:58:03, time: 0.884, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6332, loss_cls: 2.8332, loss: 2.8332, grad_norm: 2.0754 2021-07-08 13:36:02,894 - mmaction - INFO - Epoch [51][1280/1879] lr: 9.088e-02, eta: 4 days, 2:57:41, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6152, loss_cls: 2.8480, loss: 2.8480, grad_norm: 2.1605 2021-07-08 13:36:20,419 - mmaction - INFO - Epoch [51][1300/1879] lr: 9.088e-02, eta: 4 days, 2:57:19, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6195, loss_cls: 2.8506, loss: 2.8506, grad_norm: 2.0658 2021-07-08 13:36:37,796 - mmaction - INFO - Epoch [51][1320/1879] lr: 9.088e-02, eta: 4 days, 2:56:56, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6277, loss_cls: 2.8445, loss: 2.8445, grad_norm: 2.1410 2021-07-08 13:36:55,239 - mmaction - INFO - Epoch [51][1340/1879] lr: 9.088e-02, eta: 4 days, 2:56:33, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6430, loss_cls: 2.7696, loss: 2.7696, grad_norm: 2.1384 2021-07-08 13:37:12,719 - mmaction - INFO - Epoch [51][1360/1879] lr: 9.088e-02, eta: 4 days, 2:56:11, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6246, loss_cls: 2.8088, loss: 2.8088, grad_norm: 2.1427 2021-07-08 13:37:30,284 - mmaction - INFO - Epoch [51][1380/1879] lr: 9.088e-02, eta: 4 days, 2:55:49, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6387, loss_cls: 2.7665, loss: 2.7665, grad_norm: 2.1197 2021-07-08 13:37:47,820 - mmaction - INFO - Epoch [51][1400/1879] lr: 9.088e-02, eta: 4 days, 2:55:27, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6199, loss_cls: 2.8993, loss: 2.8993, grad_norm: 2.0927 2021-07-08 13:38:05,230 - mmaction - INFO - Epoch [51][1420/1879] lr: 9.088e-02, eta: 4 days, 2:55:04, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6125, loss_cls: 2.8978, loss: 2.8978, grad_norm: 2.1142 2021-07-08 13:38:22,668 - mmaction - INFO - Epoch [51][1440/1879] lr: 9.088e-02, eta: 4 days, 2:54:41, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6297, loss_cls: 2.8459, loss: 2.8459, grad_norm: 2.1253 2021-07-08 13:38:40,063 - mmaction - INFO - Epoch [51][1460/1879] lr: 9.088e-02, eta: 4 days, 2:54:18, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6211, loss_cls: 2.8414, loss: 2.8414, grad_norm: 2.1061 2021-07-08 13:38:57,496 - mmaction - INFO - Epoch [51][1480/1879] lr: 9.088e-02, eta: 4 days, 2:53:56, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6129, loss_cls: 2.8710, loss: 2.8710, grad_norm: 2.1396 2021-07-08 13:39:15,003 - mmaction - INFO - Epoch [51][1500/1879] lr: 9.088e-02, eta: 4 days, 2:53:34, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6230, loss_cls: 2.8492, loss: 2.8492, grad_norm: 2.0755 2021-07-08 13:39:32,405 - mmaction - INFO - Epoch [51][1520/1879] lr: 9.088e-02, eta: 4 days, 2:53:11, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6254, loss_cls: 2.8355, loss: 2.8355, grad_norm: 2.1160 2021-07-08 13:39:49,835 - mmaction - INFO - Epoch [51][1540/1879] lr: 9.088e-02, eta: 4 days, 2:52:48, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6258, loss_cls: 2.8096, loss: 2.8096, grad_norm: 2.1220 2021-07-08 13:40:07,348 - mmaction - INFO - Epoch [51][1560/1879] lr: 9.088e-02, eta: 4 days, 2:52:26, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3566, top5_acc: 0.6113, loss_cls: 2.8897, loss: 2.8897, grad_norm: 2.1124 2021-07-08 13:40:24,747 - mmaction - INFO - Epoch [51][1580/1879] lr: 9.088e-02, eta: 4 days, 2:52:03, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6273, loss_cls: 2.8377, loss: 2.8377, grad_norm: 2.0872 2021-07-08 13:40:42,225 - mmaction - INFO - Epoch [51][1600/1879] lr: 9.088e-02, eta: 4 days, 2:51:40, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6023, loss_cls: 2.9394, loss: 2.9394, grad_norm: 2.1137 2021-07-08 13:40:59,763 - mmaction - INFO - Epoch [51][1620/1879] lr: 9.088e-02, eta: 4 days, 2:51:18, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6137, loss_cls: 2.8967, loss: 2.8967, grad_norm: 2.0624 2021-07-08 13:41:17,311 - mmaction - INFO - Epoch [51][1640/1879] lr: 9.088e-02, eta: 4 days, 2:50:56, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3531, top5_acc: 0.6109, loss_cls: 2.9288, loss: 2.9288, grad_norm: 2.1026 2021-07-08 13:41:34,819 - mmaction - INFO - Epoch [51][1660/1879] lr: 9.088e-02, eta: 4 days, 2:50:34, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6391, loss_cls: 2.7715, loss: 2.7715, grad_norm: 2.0612 2021-07-08 13:41:52,226 - mmaction - INFO - Epoch [51][1680/1879] lr: 9.088e-02, eta: 4 days, 2:50:11, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6258, loss_cls: 2.8384, loss: 2.8384, grad_norm: 2.0680 2021-07-08 13:42:09,790 - mmaction - INFO - Epoch [51][1700/1879] lr: 9.088e-02, eta: 4 days, 2:49:49, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6121, loss_cls: 2.8556, loss: 2.8556, grad_norm: 2.1006 2021-07-08 13:42:27,267 - mmaction - INFO - Epoch [51][1720/1879] lr: 9.088e-02, eta: 4 days, 2:49:27, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6238, loss_cls: 2.8545, loss: 2.8545, grad_norm: 2.0727 2021-07-08 13:42:44,691 - mmaction - INFO - Epoch [51][1740/1879] lr: 9.088e-02, eta: 4 days, 2:49:04, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6238, loss_cls: 2.8674, loss: 2.8674, grad_norm: 2.1032 2021-07-08 13:43:02,098 - mmaction - INFO - Epoch [51][1760/1879] lr: 9.088e-02, eta: 4 days, 2:48:41, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6180, loss_cls: 2.8629, loss: 2.8629, grad_norm: 2.1110 2021-07-08 13:43:19,718 - mmaction - INFO - Epoch [51][1780/1879] lr: 9.088e-02, eta: 4 days, 2:48:19, time: 0.881, data_time: 0.001, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6164, loss_cls: 2.8821, loss: 2.8821, grad_norm: 2.0835 2021-07-08 13:43:37,143 - mmaction - INFO - Epoch [51][1800/1879] lr: 9.088e-02, eta: 4 days, 2:47:57, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6156, loss_cls: 2.8831, loss: 2.8831, grad_norm: 2.1226 2021-07-08 13:43:54,637 - mmaction - INFO - Epoch [51][1820/1879] lr: 9.088e-02, eta: 4 days, 2:47:34, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6242, loss_cls: 2.8556, loss: 2.8556, grad_norm: 2.0907 2021-07-08 13:44:12,040 - mmaction - INFO - Epoch [51][1840/1879] lr: 9.088e-02, eta: 4 days, 2:47:11, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6207, loss_cls: 2.8437, loss: 2.8437, grad_norm: 2.0501 2021-07-08 13:44:29,539 - mmaction - INFO - Epoch [51][1860/1879] lr: 9.088e-02, eta: 4 days, 2:46:49, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3508, top5_acc: 0.6270, loss_cls: 2.8090, loss: 2.8090, grad_norm: 2.1063 2021-07-08 13:47:08,306 - mmaction - INFO - Epoch [52][20/1879] lr: 9.052e-02, eta: 4 days, 2:52:40, time: 6.619, data_time: 5.470, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6535, loss_cls: 2.7177, loss: 2.7177, grad_norm: 2.1031 2021-07-08 13:47:25,188 - mmaction - INFO - Epoch [52][40/1879] lr: 9.052e-02, eta: 4 days, 2:52:15, time: 0.843, data_time: 0.006, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6324, loss_cls: 2.8100, loss: 2.8100, grad_norm: 2.1105 2021-07-08 13:47:42,531 - mmaction - INFO - Epoch [52][60/1879] lr: 9.052e-02, eta: 4 days, 2:51:53, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.7749, loss: 2.7749, grad_norm: 2.1469 2021-07-08 13:47:59,830 - mmaction - INFO - Epoch [52][80/1879] lr: 9.052e-02, eta: 4 days, 2:51:29, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6062, loss_cls: 2.8807, loss: 2.8807, grad_norm: 2.1205 2021-07-08 13:48:17,255 - mmaction - INFO - Epoch [52][100/1879] lr: 9.052e-02, eta: 4 days, 2:51:06, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6145, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.1481 2021-07-08 13:48:34,812 - mmaction - INFO - Epoch [52][120/1879] lr: 9.052e-02, eta: 4 days, 2:50:44, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6164, loss_cls: 2.8760, loss: 2.8760, grad_norm: 2.0789 2021-07-08 13:48:52,315 - mmaction - INFO - Epoch [52][140/1879] lr: 9.052e-02, eta: 4 days, 2:50:22, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6219, loss_cls: 2.8522, loss: 2.8522, grad_norm: 2.0669 2021-07-08 13:49:09,740 - mmaction - INFO - Epoch [52][160/1879] lr: 9.052e-02, eta: 4 days, 2:49:59, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6223, loss_cls: 2.8238, loss: 2.8238, grad_norm: 2.0979 2021-07-08 13:49:27,224 - mmaction - INFO - Epoch [52][180/1879] lr: 9.052e-02, eta: 4 days, 2:49:37, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6355, loss_cls: 2.7874, loss: 2.7874, grad_norm: 2.1205 2021-07-08 13:49:44,688 - mmaction - INFO - Epoch [52][200/1879] lr: 9.052e-02, eta: 4 days, 2:49:14, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6285, loss_cls: 2.8277, loss: 2.8277, grad_norm: 2.1231 2021-07-08 13:50:02,110 - mmaction - INFO - Epoch [52][220/1879] lr: 9.052e-02, eta: 4 days, 2:48:51, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6121, loss_cls: 2.8648, loss: 2.8648, grad_norm: 2.0890 2021-07-08 13:50:19,667 - mmaction - INFO - Epoch [52][240/1879] lr: 9.052e-02, eta: 4 days, 2:48:29, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6309, loss_cls: 2.8154, loss: 2.8154, grad_norm: 2.1442 2021-07-08 13:50:37,210 - mmaction - INFO - Epoch [52][260/1879] lr: 9.052e-02, eta: 4 days, 2:48:07, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6285, loss_cls: 2.7879, loss: 2.7879, grad_norm: 2.1208 2021-07-08 13:50:54,702 - mmaction - INFO - Epoch [52][280/1879] lr: 9.052e-02, eta: 4 days, 2:47:45, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6293, loss_cls: 2.8110, loss: 2.8110, grad_norm: 2.1234 2021-07-08 13:51:12,323 - mmaction - INFO - Epoch [52][300/1879] lr: 9.052e-02, eta: 4 days, 2:47:23, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6441, loss_cls: 2.7719, loss: 2.7719, grad_norm: 2.0384 2021-07-08 13:51:29,834 - mmaction - INFO - Epoch [52][320/1879] lr: 9.052e-02, eta: 4 days, 2:47:00, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6227, loss_cls: 2.8384, loss: 2.8384, grad_norm: 2.1211 2021-07-08 13:51:47,346 - mmaction - INFO - Epoch [52][340/1879] lr: 9.052e-02, eta: 4 days, 2:46:38, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6207, loss_cls: 2.8822, loss: 2.8822, grad_norm: 2.0770 2021-07-08 13:52:05,019 - mmaction - INFO - Epoch [52][360/1879] lr: 9.052e-02, eta: 4 days, 2:46:16, time: 0.884, data_time: 0.005, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6258, loss_cls: 2.8390, loss: 2.8390, grad_norm: 2.1269 2021-07-08 13:52:22,512 - mmaction - INFO - Epoch [52][380/1879] lr: 9.052e-02, eta: 4 days, 2:45:54, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6289, loss_cls: 2.8098, loss: 2.8098, grad_norm: 2.0803 2021-07-08 13:52:40,171 - mmaction - INFO - Epoch [52][400/1879] lr: 9.052e-02, eta: 4 days, 2:45:32, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6039, loss_cls: 2.9012, loss: 2.9012, grad_norm: 2.1452 2021-07-08 13:52:57,688 - mmaction - INFO - Epoch [52][420/1879] lr: 9.052e-02, eta: 4 days, 2:45:10, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6344, loss_cls: 2.7875, loss: 2.7875, grad_norm: 2.0577 2021-07-08 13:53:15,185 - mmaction - INFO - Epoch [52][440/1879] lr: 9.052e-02, eta: 4 days, 2:44:47, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6270, loss_cls: 2.8197, loss: 2.8197, grad_norm: 2.0801 2021-07-08 13:53:32,590 - mmaction - INFO - Epoch [52][460/1879] lr: 9.052e-02, eta: 4 days, 2:44:25, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6227, loss_cls: 2.8682, loss: 2.8682, grad_norm: 2.1169 2021-07-08 13:53:50,194 - mmaction - INFO - Epoch [52][480/1879] lr: 9.052e-02, eta: 4 days, 2:44:02, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6309, loss_cls: 2.8542, loss: 2.8542, grad_norm: 2.1275 2021-07-08 13:54:07,677 - mmaction - INFO - Epoch [52][500/1879] lr: 9.052e-02, eta: 4 days, 2:43:40, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6156, loss_cls: 2.8548, loss: 2.8548, grad_norm: 2.1247 2021-07-08 13:54:25,180 - mmaction - INFO - Epoch [52][520/1879] lr: 9.052e-02, eta: 4 days, 2:43:18, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6203, loss_cls: 2.8520, loss: 2.8520, grad_norm: 2.0767 2021-07-08 13:54:42,616 - mmaction - INFO - Epoch [52][540/1879] lr: 9.052e-02, eta: 4 days, 2:42:55, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6281, loss_cls: 2.8243, loss: 2.8243, grad_norm: 2.0949 2021-07-08 13:55:00,038 - mmaction - INFO - Epoch [52][560/1879] lr: 9.052e-02, eta: 4 days, 2:42:32, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6195, loss_cls: 2.8574, loss: 2.8574, grad_norm: 2.1557 2021-07-08 13:55:17,637 - mmaction - INFO - Epoch [52][580/1879] lr: 9.052e-02, eta: 4 days, 2:42:10, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6125, loss_cls: 2.8741, loss: 2.8741, grad_norm: 2.0985 2021-07-08 13:55:35,036 - mmaction - INFO - Epoch [52][600/1879] lr: 9.052e-02, eta: 4 days, 2:41:48, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6211, loss_cls: 2.8569, loss: 2.8569, grad_norm: 2.0747 2021-07-08 13:55:52,596 - mmaction - INFO - Epoch [52][620/1879] lr: 9.052e-02, eta: 4 days, 2:41:25, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6406, loss_cls: 2.7241, loss: 2.7241, grad_norm: 2.1087 2021-07-08 13:56:10,017 - mmaction - INFO - Epoch [52][640/1879] lr: 9.052e-02, eta: 4 days, 2:41:03, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6379, loss_cls: 2.8167, loss: 2.8167, grad_norm: 2.0966 2021-07-08 13:56:27,622 - mmaction - INFO - Epoch [52][660/1879] lr: 9.052e-02, eta: 4 days, 2:40:41, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6344, loss_cls: 2.8138, loss: 2.8138, grad_norm: 2.1207 2021-07-08 13:56:45,161 - mmaction - INFO - Epoch [52][680/1879] lr: 9.052e-02, eta: 4 days, 2:40:19, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6219, loss_cls: 2.8326, loss: 2.8326, grad_norm: 2.0759 2021-07-08 13:57:02,541 - mmaction - INFO - Epoch [52][700/1879] lr: 9.052e-02, eta: 4 days, 2:39:56, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6223, loss_cls: 2.8153, loss: 2.8153, grad_norm: 2.1029 2021-07-08 13:57:19,981 - mmaction - INFO - Epoch [52][720/1879] lr: 9.052e-02, eta: 4 days, 2:39:33, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6387, loss_cls: 2.7596, loss: 2.7596, grad_norm: 2.1891 2021-07-08 13:57:37,432 - mmaction - INFO - Epoch [52][740/1879] lr: 9.052e-02, eta: 4 days, 2:39:11, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6195, loss_cls: 2.8267, loss: 2.8267, grad_norm: 2.0554 2021-07-08 13:57:54,961 - mmaction - INFO - Epoch [52][760/1879] lr: 9.052e-02, eta: 4 days, 2:38:48, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6309, loss_cls: 2.8582, loss: 2.8582, grad_norm: 2.1196 2021-07-08 13:58:12,364 - mmaction - INFO - Epoch [52][780/1879] lr: 9.052e-02, eta: 4 days, 2:38:26, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6219, loss_cls: 2.8770, loss: 2.8770, grad_norm: 2.1306 2021-07-08 13:58:29,992 - mmaction - INFO - Epoch [52][800/1879] lr: 9.052e-02, eta: 4 days, 2:38:04, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6273, loss_cls: 2.8385, loss: 2.8385, grad_norm: 2.0922 2021-07-08 13:58:47,416 - mmaction - INFO - Epoch [52][820/1879] lr: 9.052e-02, eta: 4 days, 2:37:41, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6312, loss_cls: 2.7451, loss: 2.7451, grad_norm: 2.0883 2021-07-08 13:59:04,724 - mmaction - INFO - Epoch [52][840/1879] lr: 9.052e-02, eta: 4 days, 2:37:18, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6230, loss_cls: 2.8137, loss: 2.8137, grad_norm: 2.1006 2021-07-08 13:59:22,348 - mmaction - INFO - Epoch [52][860/1879] lr: 9.052e-02, eta: 4 days, 2:36:56, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6398, loss_cls: 2.7627, loss: 2.7627, grad_norm: 2.0781 2021-07-08 13:59:39,865 - mmaction - INFO - Epoch [52][880/1879] lr: 9.052e-02, eta: 4 days, 2:36:34, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6199, loss_cls: 2.8279, loss: 2.8279, grad_norm: 2.1364 2021-07-08 13:59:57,297 - mmaction - INFO - Epoch [52][900/1879] lr: 9.052e-02, eta: 4 days, 2:36:11, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6160, loss_cls: 2.8824, loss: 2.8824, grad_norm: 2.0982 2021-07-08 14:00:14,873 - mmaction - INFO - Epoch [52][920/1879] lr: 9.052e-02, eta: 4 days, 2:35:49, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6137, loss_cls: 2.8887, loss: 2.8887, grad_norm: 2.1033 2021-07-08 14:00:32,275 - mmaction - INFO - Epoch [52][940/1879] lr: 9.052e-02, eta: 4 days, 2:35:27, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3586, top5_acc: 0.5988, loss_cls: 2.9409, loss: 2.9409, grad_norm: 2.0952 2021-07-08 14:00:49,760 - mmaction - INFO - Epoch [52][960/1879] lr: 9.052e-02, eta: 4 days, 2:35:04, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6195, loss_cls: 2.8280, loss: 2.8280, grad_norm: 2.0278 2021-07-08 14:01:07,387 - mmaction - INFO - Epoch [52][980/1879] lr: 9.052e-02, eta: 4 days, 2:34:42, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6336, loss_cls: 2.8500, loss: 2.8500, grad_norm: 2.0631 2021-07-08 14:01:24,720 - mmaction - INFO - Epoch [52][1000/1879] lr: 9.052e-02, eta: 4 days, 2:34:19, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6223, loss_cls: 2.8614, loss: 2.8614, grad_norm: 2.1219 2021-07-08 14:01:42,150 - mmaction - INFO - Epoch [52][1020/1879] lr: 9.052e-02, eta: 4 days, 2:33:57, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6117, loss_cls: 2.8713, loss: 2.8713, grad_norm: 2.1353 2021-07-08 14:01:59,560 - mmaction - INFO - Epoch [52][1040/1879] lr: 9.052e-02, eta: 4 days, 2:33:34, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6148, loss_cls: 2.9044, loss: 2.9044, grad_norm: 2.1151 2021-07-08 14:02:17,047 - mmaction - INFO - Epoch [52][1060/1879] lr: 9.052e-02, eta: 4 days, 2:33:12, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6238, loss_cls: 2.8727, loss: 2.8727, grad_norm: 2.0857 2021-07-08 14:02:34,475 - mmaction - INFO - Epoch [52][1080/1879] lr: 9.052e-02, eta: 4 days, 2:32:49, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6398, loss_cls: 2.7646, loss: 2.7646, grad_norm: 2.0907 2021-07-08 14:02:52,030 - mmaction - INFO - Epoch [52][1100/1879] lr: 9.052e-02, eta: 4 days, 2:32:27, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6363, loss_cls: 2.7891, loss: 2.7891, grad_norm: 2.1273 2021-07-08 14:03:09,505 - mmaction - INFO - Epoch [52][1120/1879] lr: 9.052e-02, eta: 4 days, 2:32:05, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6164, loss_cls: 2.8885, loss: 2.8885, grad_norm: 2.1112 2021-07-08 14:03:27,077 - mmaction - INFO - Epoch [52][1140/1879] lr: 9.052e-02, eta: 4 days, 2:31:43, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6176, loss_cls: 2.8638, loss: 2.8638, grad_norm: 2.0636 2021-07-08 14:03:44,438 - mmaction - INFO - Epoch [52][1160/1879] lr: 9.052e-02, eta: 4 days, 2:31:20, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6086, loss_cls: 2.9318, loss: 2.9318, grad_norm: 2.1062 2021-07-08 14:04:01,868 - mmaction - INFO - Epoch [52][1180/1879] lr: 9.052e-02, eta: 4 days, 2:30:57, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6305, loss_cls: 2.8417, loss: 2.8417, grad_norm: 2.0742 2021-07-08 14:04:19,312 - mmaction - INFO - Epoch [52][1200/1879] lr: 9.052e-02, eta: 4 days, 2:30:34, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6379, loss_cls: 2.8230, loss: 2.8230, grad_norm: 2.1203 2021-07-08 14:04:36,694 - mmaction - INFO - Epoch [52][1220/1879] lr: 9.052e-02, eta: 4 days, 2:30:12, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6426, loss_cls: 2.7498, loss: 2.7498, grad_norm: 2.1107 2021-07-08 14:04:54,251 - mmaction - INFO - Epoch [52][1240/1879] lr: 9.052e-02, eta: 4 days, 2:29:50, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6309, loss_cls: 2.7687, loss: 2.7687, grad_norm: 2.1402 2021-07-08 14:05:11,729 - mmaction - INFO - Epoch [52][1260/1879] lr: 9.052e-02, eta: 4 days, 2:29:27, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6270, loss_cls: 2.7752, loss: 2.7752, grad_norm: 2.1047 2021-07-08 14:05:29,133 - mmaction - INFO - Epoch [52][1280/1879] lr: 9.052e-02, eta: 4 days, 2:29:04, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6199, loss_cls: 2.8316, loss: 2.8316, grad_norm: 2.0960 2021-07-08 14:05:46,626 - mmaction - INFO - Epoch [52][1300/1879] lr: 9.052e-02, eta: 4 days, 2:28:42, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6359, loss_cls: 2.7752, loss: 2.7752, grad_norm: 2.0704 2021-07-08 14:06:04,137 - mmaction - INFO - Epoch [52][1320/1879] lr: 9.052e-02, eta: 4 days, 2:28:20, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6039, loss_cls: 2.9374, loss: 2.9374, grad_norm: 2.1979 2021-07-08 14:06:21,614 - mmaction - INFO - Epoch [52][1340/1879] lr: 9.052e-02, eta: 4 days, 2:27:57, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6242, loss_cls: 2.8447, loss: 2.8447, grad_norm: 2.0867 2021-07-08 14:06:38,970 - mmaction - INFO - Epoch [52][1360/1879] lr: 9.052e-02, eta: 4 days, 2:27:35, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6320, loss_cls: 2.8517, loss: 2.8517, grad_norm: 2.1325 2021-07-08 14:06:56,446 - mmaction - INFO - Epoch [52][1380/1879] lr: 9.052e-02, eta: 4 days, 2:27:12, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6191, loss_cls: 2.8471, loss: 2.8471, grad_norm: 2.1057 2021-07-08 14:07:14,058 - mmaction - INFO - Epoch [52][1400/1879] lr: 9.052e-02, eta: 4 days, 2:26:50, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6184, loss_cls: 2.8896, loss: 2.8896, grad_norm: 2.1112 2021-07-08 14:07:31,623 - mmaction - INFO - Epoch [52][1420/1879] lr: 9.052e-02, eta: 4 days, 2:26:28, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6316, loss_cls: 2.8015, loss: 2.8015, grad_norm: 2.1430 2021-07-08 14:07:48,963 - mmaction - INFO - Epoch [52][1440/1879] lr: 9.052e-02, eta: 4 days, 2:26:06, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6227, loss_cls: 2.8373, loss: 2.8373, grad_norm: 2.0828 2021-07-08 14:08:06,390 - mmaction - INFO - Epoch [52][1460/1879] lr: 9.052e-02, eta: 4 days, 2:25:43, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6152, loss_cls: 2.8748, loss: 2.8748, grad_norm: 2.0408 2021-07-08 14:08:23,891 - mmaction - INFO - Epoch [52][1480/1879] lr: 9.052e-02, eta: 4 days, 2:25:21, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6277, loss_cls: 2.8347, loss: 2.8347, grad_norm: 2.1262 2021-07-08 14:08:41,359 - mmaction - INFO - Epoch [52][1500/1879] lr: 9.052e-02, eta: 4 days, 2:24:58, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6016, loss_cls: 2.9186, loss: 2.9186, grad_norm: 2.0904 2021-07-08 14:08:58,792 - mmaction - INFO - Epoch [52][1520/1879] lr: 9.052e-02, eta: 4 days, 2:24:36, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6160, loss_cls: 2.8713, loss: 2.8713, grad_norm: 2.0783 2021-07-08 14:09:16,327 - mmaction - INFO - Epoch [52][1540/1879] lr: 9.052e-02, eta: 4 days, 2:24:13, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6355, loss_cls: 2.7521, loss: 2.7521, grad_norm: 2.0763 2021-07-08 14:09:33,717 - mmaction - INFO - Epoch [52][1560/1879] lr: 9.052e-02, eta: 4 days, 2:23:51, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6250, loss_cls: 2.8650, loss: 2.8650, grad_norm: 2.1046 2021-07-08 14:09:51,093 - mmaction - INFO - Epoch [52][1580/1879] lr: 9.052e-02, eta: 4 days, 2:23:28, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6422, loss_cls: 2.7784, loss: 2.7784, grad_norm: 2.0806 2021-07-08 14:10:08,605 - mmaction - INFO - Epoch [52][1600/1879] lr: 9.052e-02, eta: 4 days, 2:23:06, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6156, loss_cls: 2.8521, loss: 2.8521, grad_norm: 2.0903 2021-07-08 14:10:26,046 - mmaction - INFO - Epoch [52][1620/1879] lr: 9.052e-02, eta: 4 days, 2:22:43, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6215, loss_cls: 2.7973, loss: 2.7973, grad_norm: 2.0874 2021-07-08 14:10:43,316 - mmaction - INFO - Epoch [52][1640/1879] lr: 9.052e-02, eta: 4 days, 2:22:20, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6348, loss_cls: 2.8151, loss: 2.8151, grad_norm: 2.0996 2021-07-08 14:11:00,825 - mmaction - INFO - Epoch [52][1660/1879] lr: 9.052e-02, eta: 4 days, 2:21:58, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6184, loss_cls: 2.8300, loss: 2.8300, grad_norm: 2.0697 2021-07-08 14:11:18,223 - mmaction - INFO - Epoch [52][1680/1879] lr: 9.052e-02, eta: 4 days, 2:21:35, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6242, loss_cls: 2.8653, loss: 2.8653, grad_norm: 2.0945 2021-07-08 14:11:35,723 - mmaction - INFO - Epoch [52][1700/1879] lr: 9.052e-02, eta: 4 days, 2:21:13, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6328, loss_cls: 2.8371, loss: 2.8371, grad_norm: 2.1027 2021-07-08 14:11:53,154 - mmaction - INFO - Epoch [52][1720/1879] lr: 9.052e-02, eta: 4 days, 2:20:50, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6230, loss_cls: 2.9407, loss: 2.9407, grad_norm: 2.0840 2021-07-08 14:12:10,579 - mmaction - INFO - Epoch [52][1740/1879] lr: 9.052e-02, eta: 4 days, 2:20:28, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6156, loss_cls: 2.8325, loss: 2.8325, grad_norm: 2.0745 2021-07-08 14:12:28,029 - mmaction - INFO - Epoch [52][1760/1879] lr: 9.052e-02, eta: 4 days, 2:20:05, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6379, loss_cls: 2.8529, loss: 2.8529, grad_norm: 2.1160 2021-07-08 14:12:45,638 - mmaction - INFO - Epoch [52][1780/1879] lr: 9.052e-02, eta: 4 days, 2:19:44, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6324, loss_cls: 2.8080, loss: 2.8080, grad_norm: 2.0934 2021-07-08 14:13:03,055 - mmaction - INFO - Epoch [52][1800/1879] lr: 9.052e-02, eta: 4 days, 2:19:21, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6312, loss_cls: 2.8426, loss: 2.8426, grad_norm: 2.1004 2021-07-08 14:13:20,678 - mmaction - INFO - Epoch [52][1820/1879] lr: 9.052e-02, eta: 4 days, 2:18:59, time: 0.883, data_time: 0.005, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6262, loss_cls: 2.8506, loss: 2.8506, grad_norm: 2.1253 2021-07-08 14:13:38,094 - mmaction - INFO - Epoch [52][1840/1879] lr: 9.052e-02, eta: 4 days, 2:18:37, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6129, loss_cls: 2.8715, loss: 2.8715, grad_norm: 2.0935 2021-07-08 14:13:55,613 - mmaction - INFO - Epoch [52][1860/1879] lr: 9.052e-02, eta: 4 days, 2:18:15, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6250, loss_cls: 2.8236, loss: 2.8236, grad_norm: 2.1460 2021-07-08 14:14:23,613 - mmaction - INFO - Saving checkpoint at 52 epochs 2021-07-08 14:16:55,398 - mmaction - INFO - Epoch [53][20/1879] lr: 9.016e-02, eta: 4 days, 2:25:10, time: 7.561, data_time: 6.390, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6461, loss_cls: 2.7416, loss: 2.7416, grad_norm: 2.0898 2021-07-08 14:17:12,546 - mmaction - INFO - Epoch [53][40/1879] lr: 9.016e-02, eta: 4 days, 2:24:47, time: 0.856, data_time: 0.006, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6199, loss_cls: 2.8495, loss: 2.8495, grad_norm: 2.1367 2021-07-08 14:17:29,712 - mmaction - INFO - Epoch [53][60/1879] lr: 9.016e-02, eta: 4 days, 2:24:23, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6348, loss_cls: 2.7699, loss: 2.7699, grad_norm: 2.0695 2021-07-08 14:17:47,074 - mmaction - INFO - Epoch [53][80/1879] lr: 9.016e-02, eta: 4 days, 2:24:00, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6215, loss_cls: 2.8364, loss: 2.8364, grad_norm: 2.1097 2021-07-08 14:18:04,536 - mmaction - INFO - Epoch [53][100/1879] lr: 9.016e-02, eta: 4 days, 2:23:38, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6266, loss_cls: 2.8146, loss: 2.8146, grad_norm: 2.1760 2021-07-08 14:18:22,052 - mmaction - INFO - Epoch [53][120/1879] lr: 9.016e-02, eta: 4 days, 2:23:15, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6070, loss_cls: 2.9339, loss: 2.9339, grad_norm: 2.1038 2021-07-08 14:18:39,473 - mmaction - INFO - Epoch [53][140/1879] lr: 9.016e-02, eta: 4 days, 2:22:53, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6336, loss_cls: 2.7655, loss: 2.7655, grad_norm: 2.0825 2021-07-08 14:18:56,946 - mmaction - INFO - Epoch [53][160/1879] lr: 9.016e-02, eta: 4 days, 2:22:30, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6395, loss_cls: 2.7451, loss: 2.7451, grad_norm: 2.1171 2021-07-08 14:19:14,345 - mmaction - INFO - Epoch [53][180/1879] lr: 9.016e-02, eta: 4 days, 2:22:08, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6254, loss_cls: 2.8484, loss: 2.8484, grad_norm: 2.1198 2021-07-08 14:19:31,846 - mmaction - INFO - Epoch [53][200/1879] lr: 9.016e-02, eta: 4 days, 2:21:45, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6352, loss_cls: 2.7701, loss: 2.7701, grad_norm: 2.1470 2021-07-08 14:19:49,228 - mmaction - INFO - Epoch [53][220/1879] lr: 9.016e-02, eta: 4 days, 2:21:22, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6078, loss_cls: 2.8986, loss: 2.8986, grad_norm: 2.1279 2021-07-08 14:20:06,697 - mmaction - INFO - Epoch [53][240/1879] lr: 9.016e-02, eta: 4 days, 2:21:00, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6207, loss_cls: 2.8352, loss: 2.8352, grad_norm: 2.1564 2021-07-08 14:20:24,050 - mmaction - INFO - Epoch [53][260/1879] lr: 9.016e-02, eta: 4 days, 2:20:37, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6242, loss_cls: 2.8046, loss: 2.8046, grad_norm: 2.1139 2021-07-08 14:20:41,435 - mmaction - INFO - Epoch [53][280/1879] lr: 9.016e-02, eta: 4 days, 2:20:14, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6418, loss_cls: 2.7719, loss: 2.7719, grad_norm: 2.0593 2021-07-08 14:20:58,903 - mmaction - INFO - Epoch [53][300/1879] lr: 9.016e-02, eta: 4 days, 2:19:52, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6234, loss_cls: 2.8280, loss: 2.8280, grad_norm: 2.1602 2021-07-08 14:21:16,519 - mmaction - INFO - Epoch [53][320/1879] lr: 9.016e-02, eta: 4 days, 2:19:30, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6441, loss_cls: 2.7444, loss: 2.7444, grad_norm: 2.1326 2021-07-08 14:21:34,131 - mmaction - INFO - Epoch [53][340/1879] lr: 9.016e-02, eta: 4 days, 2:19:08, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6203, loss_cls: 2.8278, loss: 2.8278, grad_norm: 2.1190 2021-07-08 14:21:51,620 - mmaction - INFO - Epoch [53][360/1879] lr: 9.016e-02, eta: 4 days, 2:18:46, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6180, loss_cls: 2.8721, loss: 2.8721, grad_norm: 2.0883 2021-07-08 14:22:08,956 - mmaction - INFO - Epoch [53][380/1879] lr: 9.016e-02, eta: 4 days, 2:18:23, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6219, loss_cls: 2.8206, loss: 2.8206, grad_norm: 2.1054 2021-07-08 14:22:26,613 - mmaction - INFO - Epoch [53][400/1879] lr: 9.016e-02, eta: 4 days, 2:18:01, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6156, loss_cls: 2.8914, loss: 2.8914, grad_norm: 2.1130 2021-07-08 14:22:44,039 - mmaction - INFO - Epoch [53][420/1879] lr: 9.016e-02, eta: 4 days, 2:17:38, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6203, loss_cls: 2.8500, loss: 2.8500, grad_norm: 2.1025 2021-07-08 14:23:01,537 - mmaction - INFO - Epoch [53][440/1879] lr: 9.016e-02, eta: 4 days, 2:17:16, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6312, loss_cls: 2.8126, loss: 2.8126, grad_norm: 2.1358 2021-07-08 14:23:19,016 - mmaction - INFO - Epoch [53][460/1879] lr: 9.016e-02, eta: 4 days, 2:16:53, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6355, loss_cls: 2.8179, loss: 2.8179, grad_norm: 2.1119 2021-07-08 14:23:36,492 - mmaction - INFO - Epoch [53][480/1879] lr: 9.016e-02, eta: 4 days, 2:16:31, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6168, loss_cls: 2.8870, loss: 2.8870, grad_norm: 2.0646 2021-07-08 14:23:54,030 - mmaction - INFO - Epoch [53][500/1879] lr: 9.016e-02, eta: 4 days, 2:16:09, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6188, loss_cls: 2.8002, loss: 2.8002, grad_norm: 2.1193 2021-07-08 14:24:11,456 - mmaction - INFO - Epoch [53][520/1879] lr: 9.016e-02, eta: 4 days, 2:15:46, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6266, loss_cls: 2.8528, loss: 2.8528, grad_norm: 2.1319 2021-07-08 14:24:28,981 - mmaction - INFO - Epoch [53][540/1879] lr: 9.016e-02, eta: 4 days, 2:15:24, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6406, loss_cls: 2.7946, loss: 2.7946, grad_norm: 2.0967 2021-07-08 14:24:46,478 - mmaction - INFO - Epoch [53][560/1879] lr: 9.016e-02, eta: 4 days, 2:15:02, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6355, loss_cls: 2.7847, loss: 2.7847, grad_norm: 2.0904 2021-07-08 14:25:04,000 - mmaction - INFO - Epoch [53][580/1879] lr: 9.016e-02, eta: 4 days, 2:14:40, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6121, loss_cls: 2.8663, loss: 2.8663, grad_norm: 2.0920 2021-07-08 14:25:21,522 - mmaction - INFO - Epoch [53][600/1879] lr: 9.016e-02, eta: 4 days, 2:14:17, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6258, loss_cls: 2.8112, loss: 2.8112, grad_norm: 2.0856 2021-07-08 14:25:38,950 - mmaction - INFO - Epoch [53][620/1879] lr: 9.016e-02, eta: 4 days, 2:13:55, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6336, loss_cls: 2.7872, loss: 2.7872, grad_norm: 2.1018 2021-07-08 14:25:56,496 - mmaction - INFO - Epoch [53][640/1879] lr: 9.016e-02, eta: 4 days, 2:13:33, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6090, loss_cls: 2.9077, loss: 2.9077, grad_norm: 2.0908 2021-07-08 14:26:13,910 - mmaction - INFO - Epoch [53][660/1879] lr: 9.016e-02, eta: 4 days, 2:13:10, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6320, loss_cls: 2.7731, loss: 2.7731, grad_norm: 2.0684 2021-07-08 14:26:31,418 - mmaction - INFO - Epoch [53][680/1879] lr: 9.016e-02, eta: 4 days, 2:12:48, time: 0.876, data_time: 0.008, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6168, loss_cls: 2.8480, loss: 2.8480, grad_norm: 2.1224 2021-07-08 14:26:48,914 - mmaction - INFO - Epoch [53][700/1879] lr: 9.016e-02, eta: 4 days, 2:12:25, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6203, loss_cls: 2.8296, loss: 2.8296, grad_norm: 2.1261 2021-07-08 14:27:06,317 - mmaction - INFO - Epoch [53][720/1879] lr: 9.016e-02, eta: 4 days, 2:12:03, time: 0.872, data_time: 0.008, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6285, loss_cls: 2.8220, loss: 2.8220, grad_norm: 2.1058 2021-07-08 14:27:23,807 - mmaction - INFO - Epoch [53][740/1879] lr: 9.016e-02, eta: 4 days, 2:11:41, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6215, loss_cls: 2.8516, loss: 2.8516, grad_norm: 2.1035 2021-07-08 14:27:41,371 - mmaction - INFO - Epoch [53][760/1879] lr: 9.016e-02, eta: 4 days, 2:11:19, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6121, loss_cls: 2.8665, loss: 2.8665, grad_norm: 2.1335 2021-07-08 14:27:58,938 - mmaction - INFO - Epoch [53][780/1879] lr: 9.016e-02, eta: 4 days, 2:10:56, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6375, loss_cls: 2.7798, loss: 2.7798, grad_norm: 2.0871 2021-07-08 14:28:16,405 - mmaction - INFO - Epoch [53][800/1879] lr: 9.016e-02, eta: 4 days, 2:10:34, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6348, loss_cls: 2.8272, loss: 2.8272, grad_norm: 2.1575 2021-07-08 14:28:33,760 - mmaction - INFO - Epoch [53][820/1879] lr: 9.016e-02, eta: 4 days, 2:10:11, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6273, loss_cls: 2.7943, loss: 2.7943, grad_norm: 2.1153 2021-07-08 14:28:51,284 - mmaction - INFO - Epoch [53][840/1879] lr: 9.016e-02, eta: 4 days, 2:09:49, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6340, loss_cls: 2.7998, loss: 2.7998, grad_norm: 2.1063 2021-07-08 14:29:08,789 - mmaction - INFO - Epoch [53][860/1879] lr: 9.016e-02, eta: 4 days, 2:09:27, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6383, loss_cls: 2.7657, loss: 2.7657, grad_norm: 2.1179 2021-07-08 14:29:26,203 - mmaction - INFO - Epoch [53][880/1879] lr: 9.016e-02, eta: 4 days, 2:09:04, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6383, loss_cls: 2.8224, loss: 2.8224, grad_norm: 2.1163 2021-07-08 14:29:43,686 - mmaction - INFO - Epoch [53][900/1879] lr: 9.016e-02, eta: 4 days, 2:08:42, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6203, loss_cls: 2.8595, loss: 2.8595, grad_norm: 2.1216 2021-07-08 14:30:01,059 - mmaction - INFO - Epoch [53][920/1879] lr: 9.016e-02, eta: 4 days, 2:08:19, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6449, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.0894 2021-07-08 14:30:18,568 - mmaction - INFO - Epoch [53][940/1879] lr: 9.016e-02, eta: 4 days, 2:07:57, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6336, loss_cls: 2.7835, loss: 2.7835, grad_norm: 2.1419 2021-07-08 14:30:36,052 - mmaction - INFO - Epoch [53][960/1879] lr: 9.016e-02, eta: 4 days, 2:07:34, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6227, loss_cls: 2.8457, loss: 2.8457, grad_norm: 2.1494 2021-07-08 14:30:53,513 - mmaction - INFO - Epoch [53][980/1879] lr: 9.016e-02, eta: 4 days, 2:07:12, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6426, loss_cls: 2.8445, loss: 2.8445, grad_norm: 2.1200 2021-07-08 14:31:10,776 - mmaction - INFO - Epoch [53][1000/1879] lr: 9.016e-02, eta: 4 days, 2:06:49, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6266, loss_cls: 2.8177, loss: 2.8177, grad_norm: 2.1101 2021-07-08 14:31:28,284 - mmaction - INFO - Epoch [53][1020/1879] lr: 9.016e-02, eta: 4 days, 2:06:27, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6227, loss_cls: 2.8413, loss: 2.8413, grad_norm: 2.0927 2021-07-08 14:31:45,751 - mmaction - INFO - Epoch [53][1040/1879] lr: 9.016e-02, eta: 4 days, 2:06:04, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6176, loss_cls: 2.8668, loss: 2.8668, grad_norm: 2.1410 2021-07-08 14:32:03,195 - mmaction - INFO - Epoch [53][1060/1879] lr: 9.016e-02, eta: 4 days, 2:05:42, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6133, loss_cls: 2.8432, loss: 2.8432, grad_norm: 2.1008 2021-07-08 14:32:20,710 - mmaction - INFO - Epoch [53][1080/1879] lr: 9.016e-02, eta: 4 days, 2:05:20, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6230, loss_cls: 2.8626, loss: 2.8626, grad_norm: 2.1251 2021-07-08 14:32:38,164 - mmaction - INFO - Epoch [53][1100/1879] lr: 9.016e-02, eta: 4 days, 2:04:57, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6102, loss_cls: 2.8786, loss: 2.8786, grad_norm: 2.1153 2021-07-08 14:32:55,623 - mmaction - INFO - Epoch [53][1120/1879] lr: 9.016e-02, eta: 4 days, 2:04:35, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6164, loss_cls: 2.8223, loss: 2.8223, grad_norm: 2.1073 2021-07-08 14:33:13,245 - mmaction - INFO - Epoch [53][1140/1879] lr: 9.016e-02, eta: 4 days, 2:04:13, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6273, loss_cls: 2.8599, loss: 2.8599, grad_norm: 2.1298 2021-07-08 14:33:30,746 - mmaction - INFO - Epoch [53][1160/1879] lr: 9.016e-02, eta: 4 days, 2:03:51, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6102, loss_cls: 2.9261, loss: 2.9261, grad_norm: 2.1328 2021-07-08 14:33:48,043 - mmaction - INFO - Epoch [53][1180/1879] lr: 9.016e-02, eta: 4 days, 2:03:28, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6293, loss_cls: 2.8078, loss: 2.8078, grad_norm: 2.0742 2021-07-08 14:34:05,592 - mmaction - INFO - Epoch [53][1200/1879] lr: 9.016e-02, eta: 4 days, 2:03:06, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6137, loss_cls: 2.8762, loss: 2.8762, grad_norm: 2.0446 2021-07-08 14:34:23,140 - mmaction - INFO - Epoch [53][1220/1879] lr: 9.016e-02, eta: 4 days, 2:02:44, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6133, loss_cls: 2.9121, loss: 2.9121, grad_norm: 2.1134 2021-07-08 14:34:40,606 - mmaction - INFO - Epoch [53][1240/1879] lr: 9.016e-02, eta: 4 days, 2:02:21, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6117, loss_cls: 2.8799, loss: 2.8799, grad_norm: 2.1032 2021-07-08 14:34:58,059 - mmaction - INFO - Epoch [53][1260/1879] lr: 9.016e-02, eta: 4 days, 2:01:59, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6191, loss_cls: 2.8769, loss: 2.8769, grad_norm: 2.0794 2021-07-08 14:35:15,546 - mmaction - INFO - Epoch [53][1280/1879] lr: 9.016e-02, eta: 4 days, 2:01:36, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6426, loss_cls: 2.7386, loss: 2.7386, grad_norm: 2.0409 2021-07-08 14:35:32,943 - mmaction - INFO - Epoch [53][1300/1879] lr: 9.016e-02, eta: 4 days, 2:01:14, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6504, loss_cls: 2.7048, loss: 2.7048, grad_norm: 2.1144 2021-07-08 14:35:50,422 - mmaction - INFO - Epoch [53][1320/1879] lr: 9.016e-02, eta: 4 days, 2:00:51, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6270, loss_cls: 2.8320, loss: 2.8320, grad_norm: 2.0932 2021-07-08 14:36:07,821 - mmaction - INFO - Epoch [53][1340/1879] lr: 9.016e-02, eta: 4 days, 2:00:29, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6250, loss_cls: 2.7989, loss: 2.7989, grad_norm: 2.1516 2021-07-08 14:36:25,290 - mmaction - INFO - Epoch [53][1360/1879] lr: 9.016e-02, eta: 4 days, 2:00:07, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6152, loss_cls: 2.8510, loss: 2.8510, grad_norm: 2.0880 2021-07-08 14:36:42,800 - mmaction - INFO - Epoch [53][1380/1879] lr: 9.016e-02, eta: 4 days, 1:59:44, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6418, loss_cls: 2.7833, loss: 2.7833, grad_norm: 2.0712 2021-07-08 14:37:00,267 - mmaction - INFO - Epoch [53][1400/1879] lr: 9.016e-02, eta: 4 days, 1:59:22, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6211, loss_cls: 2.8646, loss: 2.8646, grad_norm: 2.0865 2021-07-08 14:37:17,708 - mmaction - INFO - Epoch [53][1420/1879] lr: 9.016e-02, eta: 4 days, 1:59:00, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6184, loss_cls: 2.8109, loss: 2.8109, grad_norm: 2.0718 2021-07-08 14:37:35,176 - mmaction - INFO - Epoch [53][1440/1879] lr: 9.016e-02, eta: 4 days, 1:58:37, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3422, top5_acc: 0.6047, loss_cls: 2.9626, loss: 2.9626, grad_norm: 2.1363 2021-07-08 14:37:52,638 - mmaction - INFO - Epoch [53][1460/1879] lr: 9.016e-02, eta: 4 days, 1:58:15, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6281, loss_cls: 2.8130, loss: 2.8130, grad_norm: 2.0765 2021-07-08 14:38:10,057 - mmaction - INFO - Epoch [53][1480/1879] lr: 9.016e-02, eta: 4 days, 1:57:52, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6410, loss_cls: 2.7962, loss: 2.7962, grad_norm: 2.0955 2021-07-08 14:38:27,503 - mmaction - INFO - Epoch [53][1500/1879] lr: 9.016e-02, eta: 4 days, 1:57:30, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6375, loss_cls: 2.8289, loss: 2.8289, grad_norm: 2.1185 2021-07-08 14:38:44,998 - mmaction - INFO - Epoch [53][1520/1879] lr: 9.016e-02, eta: 4 days, 1:57:08, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6137, loss_cls: 2.8847, loss: 2.8847, grad_norm: 2.1202 2021-07-08 14:39:02,661 - mmaction - INFO - Epoch [53][1540/1879] lr: 9.016e-02, eta: 4 days, 1:56:46, time: 0.883, data_time: 0.002, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6332, loss_cls: 2.8047, loss: 2.8047, grad_norm: 2.0801 2021-07-08 14:39:20,186 - mmaction - INFO - Epoch [53][1560/1879] lr: 9.016e-02, eta: 4 days, 1:56:24, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6445, loss_cls: 2.7830, loss: 2.7830, grad_norm: 2.1442 2021-07-08 14:39:37,662 - mmaction - INFO - Epoch [53][1580/1879] lr: 9.016e-02, eta: 4 days, 1:56:02, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6262, loss_cls: 2.8744, loss: 2.8744, grad_norm: 2.1135 2021-07-08 14:39:55,082 - mmaction - INFO - Epoch [53][1600/1879] lr: 9.016e-02, eta: 4 days, 1:55:39, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6184, loss_cls: 2.8509, loss: 2.8509, grad_norm: 2.0670 2021-07-08 14:40:12,469 - mmaction - INFO - Epoch [53][1620/1879] lr: 9.016e-02, eta: 4 days, 1:55:16, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6188, loss_cls: 2.8410, loss: 2.8410, grad_norm: 2.1288 2021-07-08 14:40:29,987 - mmaction - INFO - Epoch [53][1640/1879] lr: 9.016e-02, eta: 4 days, 1:54:54, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6324, loss_cls: 2.7946, loss: 2.7946, grad_norm: 2.1076 2021-07-08 14:40:47,465 - mmaction - INFO - Epoch [53][1660/1879] lr: 9.016e-02, eta: 4 days, 1:54:32, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6184, loss_cls: 2.8721, loss: 2.8721, grad_norm: 2.1323 2021-07-08 14:41:04,912 - mmaction - INFO - Epoch [53][1680/1879] lr: 9.016e-02, eta: 4 days, 1:54:10, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6230, loss_cls: 2.8750, loss: 2.8750, grad_norm: 2.0920 2021-07-08 14:41:22,361 - mmaction - INFO - Epoch [53][1700/1879] lr: 9.016e-02, eta: 4 days, 1:53:47, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6172, loss_cls: 2.8547, loss: 2.8547, grad_norm: 2.0895 2021-07-08 14:41:39,704 - mmaction - INFO - Epoch [53][1720/1879] lr: 9.016e-02, eta: 4 days, 1:53:24, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6301, loss_cls: 2.8390, loss: 2.8390, grad_norm: 2.1280 2021-07-08 14:41:57,202 - mmaction - INFO - Epoch [53][1740/1879] lr: 9.016e-02, eta: 4 days, 1:53:02, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6328, loss_cls: 2.7961, loss: 2.7961, grad_norm: 2.0919 2021-07-08 14:42:14,584 - mmaction - INFO - Epoch [53][1760/1879] lr: 9.016e-02, eta: 4 days, 1:52:40, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6180, loss_cls: 2.8517, loss: 2.8517, grad_norm: 2.1045 2021-07-08 14:42:32,059 - mmaction - INFO - Epoch [53][1780/1879] lr: 9.016e-02, eta: 4 days, 1:52:17, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6148, loss_cls: 2.8890, loss: 2.8890, grad_norm: 2.1375 2021-07-08 14:42:49,497 - mmaction - INFO - Epoch [53][1800/1879] lr: 9.016e-02, eta: 4 days, 1:51:55, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6117, loss_cls: 2.8705, loss: 2.8705, grad_norm: 2.0943 2021-07-08 14:43:06,938 - mmaction - INFO - Epoch [53][1820/1879] lr: 9.016e-02, eta: 4 days, 1:51:32, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6395, loss_cls: 2.8034, loss: 2.8034, grad_norm: 2.1328 2021-07-08 14:43:24,542 - mmaction - INFO - Epoch [53][1840/1879] lr: 9.016e-02, eta: 4 days, 1:51:11, time: 0.882, data_time: 0.006, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6230, loss_cls: 2.9033, loss: 2.9033, grad_norm: 2.1264 2021-07-08 14:43:41,941 - mmaction - INFO - Epoch [53][1860/1879] lr: 9.016e-02, eta: 4 days, 1:50:48, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6238, loss_cls: 2.8626, loss: 2.8626, grad_norm: 2.1164 2021-07-08 14:46:00,430 - mmaction - INFO - Epoch [54][20/1879] lr: 8.979e-02, eta: 4 days, 1:55:23, time: 5.858, data_time: 4.696, memory: 6462, top1_acc: 0.3523, top5_acc: 0.6117, loss_cls: 2.8856, loss: 2.8856, grad_norm: 2.1268 2021-07-08 14:46:17,710 - mmaction - INFO - Epoch [54][40/1879] lr: 8.979e-02, eta: 4 days, 1:55:00, time: 0.862, data_time: 0.007, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6215, loss_cls: 2.8886, loss: 2.8886, grad_norm: 2.1081 2021-07-08 14:46:35,154 - mmaction - INFO - Epoch [54][60/1879] lr: 8.979e-02, eta: 4 days, 1:54:37, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6441, loss_cls: 2.7263, loss: 2.7263, grad_norm: 2.0933 2021-07-08 14:46:52,576 - mmaction - INFO - Epoch [54][80/1879] lr: 8.979e-02, eta: 4 days, 1:54:15, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6082, loss_cls: 2.8675, loss: 2.8675, grad_norm: 2.1457 2021-07-08 14:47:10,055 - mmaction - INFO - Epoch [54][100/1879] lr: 8.979e-02, eta: 4 days, 1:53:52, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6266, loss_cls: 2.8367, loss: 2.8367, grad_norm: 2.1359 2021-07-08 14:47:27,438 - mmaction - INFO - Epoch [54][120/1879] lr: 8.979e-02, eta: 4 days, 1:53:30, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6539, loss_cls: 2.6991, loss: 2.6991, grad_norm: 2.1118 2021-07-08 14:47:44,813 - mmaction - INFO - Epoch [54][140/1879] lr: 8.979e-02, eta: 4 days, 1:53:07, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6285, loss_cls: 2.8353, loss: 2.8353, grad_norm: 2.1041 2021-07-08 14:48:02,389 - mmaction - INFO - Epoch [54][160/1879] lr: 8.979e-02, eta: 4 days, 1:52:45, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6266, loss_cls: 2.8659, loss: 2.8659, grad_norm: 2.1217 2021-07-08 14:48:19,943 - mmaction - INFO - Epoch [54][180/1879] lr: 8.979e-02, eta: 4 days, 1:52:23, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6207, loss_cls: 2.8264, loss: 2.8264, grad_norm: 2.1014 2021-07-08 14:48:37,319 - mmaction - INFO - Epoch [54][200/1879] lr: 8.979e-02, eta: 4 days, 1:52:00, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6172, loss_cls: 2.8268, loss: 2.8268, grad_norm: 2.0674 2021-07-08 14:48:54,685 - mmaction - INFO - Epoch [54][220/1879] lr: 8.979e-02, eta: 4 days, 1:51:38, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6176, loss_cls: 2.8579, loss: 2.8579, grad_norm: 2.1061 2021-07-08 14:49:12,232 - mmaction - INFO - Epoch [54][240/1879] lr: 8.979e-02, eta: 4 days, 1:51:15, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6172, loss_cls: 2.8705, loss: 2.8705, grad_norm: 2.1352 2021-07-08 14:49:29,637 - mmaction - INFO - Epoch [54][260/1879] lr: 8.979e-02, eta: 4 days, 1:50:53, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6242, loss_cls: 2.8427, loss: 2.8427, grad_norm: 2.1377 2021-07-08 14:49:47,153 - mmaction - INFO - Epoch [54][280/1879] lr: 8.979e-02, eta: 4 days, 1:50:31, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6250, loss_cls: 2.8354, loss: 2.8354, grad_norm: 2.1051 2021-07-08 14:50:04,978 - mmaction - INFO - Epoch [54][300/1879] lr: 8.979e-02, eta: 4 days, 1:50:10, time: 0.891, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6262, loss_cls: 2.8232, loss: 2.8232, grad_norm: 2.0966 2021-07-08 14:50:22,350 - mmaction - INFO - Epoch [54][320/1879] lr: 8.979e-02, eta: 4 days, 1:49:47, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6254, loss_cls: 2.8396, loss: 2.8396, grad_norm: 2.1599 2021-07-08 14:50:39,868 - mmaction - INFO - Epoch [54][340/1879] lr: 8.979e-02, eta: 4 days, 1:49:25, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6309, loss_cls: 2.8345, loss: 2.8345, grad_norm: 2.1339 2021-07-08 14:50:57,330 - mmaction - INFO - Epoch [54][360/1879] lr: 8.979e-02, eta: 4 days, 1:49:02, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6148, loss_cls: 2.8779, loss: 2.8779, grad_norm: 2.1544 2021-07-08 14:51:14,701 - mmaction - INFO - Epoch [54][380/1879] lr: 8.979e-02, eta: 4 days, 1:48:40, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6199, loss_cls: 2.8312, loss: 2.8312, grad_norm: 2.0928 2021-07-08 14:51:32,261 - mmaction - INFO - Epoch [54][400/1879] lr: 8.979e-02, eta: 4 days, 1:48:18, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6391, loss_cls: 2.8398, loss: 2.8398, grad_norm: 2.1500 2021-07-08 14:51:49,592 - mmaction - INFO - Epoch [54][420/1879] lr: 8.979e-02, eta: 4 days, 1:47:55, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6316, loss_cls: 2.7929, loss: 2.7929, grad_norm: 2.1023 2021-07-08 14:52:07,062 - mmaction - INFO - Epoch [54][440/1879] lr: 8.979e-02, eta: 4 days, 1:47:33, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6309, loss_cls: 2.7721, loss: 2.7721, grad_norm: 2.1070 2021-07-08 14:52:24,602 - mmaction - INFO - Epoch [54][460/1879] lr: 8.979e-02, eta: 4 days, 1:47:11, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6375, loss_cls: 2.8300, loss: 2.8300, grad_norm: 2.1251 2021-07-08 14:52:42,184 - mmaction - INFO - Epoch [54][480/1879] lr: 8.979e-02, eta: 4 days, 1:46:49, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6297, loss_cls: 2.8682, loss: 2.8682, grad_norm: 2.1301 2021-07-08 14:52:59,752 - mmaction - INFO - Epoch [54][500/1879] lr: 8.979e-02, eta: 4 days, 1:46:27, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6395, loss_cls: 2.7621, loss: 2.7621, grad_norm: 2.0829 2021-07-08 14:53:17,276 - mmaction - INFO - Epoch [54][520/1879] lr: 8.979e-02, eta: 4 days, 1:46:05, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6336, loss_cls: 2.7853, loss: 2.7853, grad_norm: 2.1158 2021-07-08 14:53:34,665 - mmaction - INFO - Epoch [54][540/1879] lr: 8.979e-02, eta: 4 days, 1:45:42, time: 0.866, data_time: 0.000, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6203, loss_cls: 2.8804, loss: 2.8804, grad_norm: 2.1292 2021-07-08 14:53:52,259 - mmaction - INFO - Epoch [54][560/1879] lr: 8.979e-02, eta: 4 days, 1:45:20, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6367, loss_cls: 2.8118, loss: 2.8118, grad_norm: 2.1397 2021-07-08 14:54:09,603 - mmaction - INFO - Epoch [54][580/1879] lr: 8.979e-02, eta: 4 days, 1:44:57, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6266, loss_cls: 2.8304, loss: 2.8304, grad_norm: 2.0721 2021-07-08 14:54:27,003 - mmaction - INFO - Epoch [54][600/1879] lr: 8.979e-02, eta: 4 days, 1:44:35, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6391, loss_cls: 2.7391, loss: 2.7391, grad_norm: 2.0795 2021-07-08 14:54:44,568 - mmaction - INFO - Epoch [54][620/1879] lr: 8.979e-02, eta: 4 days, 1:44:13, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6277, loss_cls: 2.7918, loss: 2.7918, grad_norm: 2.0968 2021-07-08 14:55:02,106 - mmaction - INFO - Epoch [54][640/1879] lr: 8.979e-02, eta: 4 days, 1:43:51, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6375, loss_cls: 2.7998, loss: 2.7998, grad_norm: 2.1271 2021-07-08 14:55:19,524 - mmaction - INFO - Epoch [54][660/1879] lr: 8.979e-02, eta: 4 days, 1:43:28, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6090, loss_cls: 2.9003, loss: 2.9003, grad_norm: 2.1324 2021-07-08 14:55:36,969 - mmaction - INFO - Epoch [54][680/1879] lr: 8.979e-02, eta: 4 days, 1:43:06, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6285, loss_cls: 2.8380, loss: 2.8380, grad_norm: 2.1045 2021-07-08 14:55:54,368 - mmaction - INFO - Epoch [54][700/1879] lr: 8.979e-02, eta: 4 days, 1:42:43, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6273, loss_cls: 2.8193, loss: 2.8193, grad_norm: 2.1473 2021-07-08 14:56:11,995 - mmaction - INFO - Epoch [54][720/1879] lr: 8.979e-02, eta: 4 days, 1:42:21, time: 0.880, data_time: 0.001, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6188, loss_cls: 2.8705, loss: 2.8705, grad_norm: 2.1542 2021-07-08 14:56:29,529 - mmaction - INFO - Epoch [54][740/1879] lr: 8.979e-02, eta: 4 days, 1:41:59, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6195, loss_cls: 2.7846, loss: 2.7846, grad_norm: 2.0778 2021-07-08 14:56:46,901 - mmaction - INFO - Epoch [54][760/1879] lr: 8.979e-02, eta: 4 days, 1:41:37, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6121, loss_cls: 2.8744, loss: 2.8744, grad_norm: 2.1236 2021-07-08 14:57:04,475 - mmaction - INFO - Epoch [54][780/1879] lr: 8.979e-02, eta: 4 days, 1:41:15, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6371, loss_cls: 2.7445, loss: 2.7445, grad_norm: 2.1005 2021-07-08 14:57:21,868 - mmaction - INFO - Epoch [54][800/1879] lr: 8.979e-02, eta: 4 days, 1:40:52, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6422, loss_cls: 2.7457, loss: 2.7457, grad_norm: 2.1347 2021-07-08 14:57:39,323 - mmaction - INFO - Epoch [54][820/1879] lr: 8.979e-02, eta: 4 days, 1:40:30, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6148, loss_cls: 2.8757, loss: 2.8757, grad_norm: 2.1242 2021-07-08 14:57:56,815 - mmaction - INFO - Epoch [54][840/1879] lr: 8.979e-02, eta: 4 days, 1:40:08, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6324, loss_cls: 2.7996, loss: 2.7996, grad_norm: 2.1077 2021-07-08 14:58:14,203 - mmaction - INFO - Epoch [54][860/1879] lr: 8.979e-02, eta: 4 days, 1:39:45, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6379, loss_cls: 2.8213, loss: 2.8213, grad_norm: 2.0774 2021-07-08 14:58:31,635 - mmaction - INFO - Epoch [54][880/1879] lr: 8.979e-02, eta: 4 days, 1:39:23, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6230, loss_cls: 2.8499, loss: 2.8499, grad_norm: 2.0930 2021-07-08 14:58:49,059 - mmaction - INFO - Epoch [54][900/1879] lr: 8.979e-02, eta: 4 days, 1:39:00, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6332, loss_cls: 2.8200, loss: 2.8200, grad_norm: 2.1361 2021-07-08 14:59:06,582 - mmaction - INFO - Epoch [54][920/1879] lr: 8.979e-02, eta: 4 days, 1:38:38, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6176, loss_cls: 2.8665, loss: 2.8665, grad_norm: 2.1000 2021-07-08 14:59:24,035 - mmaction - INFO - Epoch [54][940/1879] lr: 8.979e-02, eta: 4 days, 1:38:16, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6250, loss_cls: 2.8537, loss: 2.8537, grad_norm: 2.1033 2021-07-08 14:59:41,478 - mmaction - INFO - Epoch [54][960/1879] lr: 8.979e-02, eta: 4 days, 1:37:53, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6270, loss_cls: 2.8560, loss: 2.8560, grad_norm: 2.1202 2021-07-08 14:59:58,840 - mmaction - INFO - Epoch [54][980/1879] lr: 8.979e-02, eta: 4 days, 1:37:31, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6312, loss_cls: 2.8060, loss: 2.8060, grad_norm: 2.1161 2021-07-08 15:00:16,432 - mmaction - INFO - Epoch [54][1000/1879] lr: 8.979e-02, eta: 4 days, 1:37:09, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6363, loss_cls: 2.7646, loss: 2.7646, grad_norm: 2.0987 2021-07-08 15:00:33,959 - mmaction - INFO - Epoch [54][1020/1879] lr: 8.979e-02, eta: 4 days, 1:36:47, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6324, loss_cls: 2.8329, loss: 2.8329, grad_norm: 2.1645 2021-07-08 15:00:51,558 - mmaction - INFO - Epoch [54][1040/1879] lr: 8.979e-02, eta: 4 days, 1:36:25, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6234, loss_cls: 2.8707, loss: 2.8707, grad_norm: 2.1362 2021-07-08 15:01:09,025 - mmaction - INFO - Epoch [54][1060/1879] lr: 8.979e-02, eta: 4 days, 1:36:03, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6270, loss_cls: 2.8208, loss: 2.8208, grad_norm: 2.1310 2021-07-08 15:01:26,511 - mmaction - INFO - Epoch [54][1080/1879] lr: 8.979e-02, eta: 4 days, 1:35:40, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6152, loss_cls: 2.8773, loss: 2.8773, grad_norm: 2.1395 2021-07-08 15:01:44,006 - mmaction - INFO - Epoch [54][1100/1879] lr: 8.979e-02, eta: 4 days, 1:35:18, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3609, top5_acc: 0.6094, loss_cls: 2.8796, loss: 2.8796, grad_norm: 2.1411 2021-07-08 15:02:01,607 - mmaction - INFO - Epoch [54][1120/1879] lr: 8.979e-02, eta: 4 days, 1:34:56, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6348, loss_cls: 2.8055, loss: 2.8055, grad_norm: 2.1361 2021-07-08 15:02:19,099 - mmaction - INFO - Epoch [54][1140/1879] lr: 8.979e-02, eta: 4 days, 1:34:34, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6223, loss_cls: 2.8406, loss: 2.8406, grad_norm: 2.0892 2021-07-08 15:02:36,546 - mmaction - INFO - Epoch [54][1160/1879] lr: 8.979e-02, eta: 4 days, 1:34:12, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6465, loss_cls: 2.7610, loss: 2.7610, grad_norm: 2.0963 2021-07-08 15:02:54,172 - mmaction - INFO - Epoch [54][1180/1879] lr: 8.979e-02, eta: 4 days, 1:33:50, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.3434, top5_acc: 0.6129, loss_cls: 2.8905, loss: 2.8905, grad_norm: 2.1260 2021-07-08 15:03:11,535 - mmaction - INFO - Epoch [54][1200/1879] lr: 8.979e-02, eta: 4 days, 1:33:28, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6258, loss_cls: 2.8101, loss: 2.8101, grad_norm: 2.1017 2021-07-08 15:03:29,027 - mmaction - INFO - Epoch [54][1220/1879] lr: 8.979e-02, eta: 4 days, 1:33:06, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6258, loss_cls: 2.8534, loss: 2.8534, grad_norm: 2.1776 2021-07-08 15:03:46,452 - mmaction - INFO - Epoch [54][1240/1879] lr: 8.979e-02, eta: 4 days, 1:32:43, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6176, loss_cls: 2.8653, loss: 2.8653, grad_norm: 2.1625 2021-07-08 15:04:03,996 - mmaction - INFO - Epoch [54][1260/1879] lr: 8.979e-02, eta: 4 days, 1:32:21, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6281, loss_cls: 2.8180, loss: 2.8180, grad_norm: 2.0782 2021-07-08 15:04:21,689 - mmaction - INFO - Epoch [54][1280/1879] lr: 8.979e-02, eta: 4 days, 1:32:00, time: 0.888, data_time: 0.008, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6262, loss_cls: 2.8386, loss: 2.8386, grad_norm: 2.1131 2021-07-08 15:04:39,128 - mmaction - INFO - Epoch [54][1300/1879] lr: 8.979e-02, eta: 4 days, 1:31:37, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6367, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.1011 2021-07-08 15:04:56,653 - mmaction - INFO - Epoch [54][1320/1879] lr: 8.979e-02, eta: 4 days, 1:31:15, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6211, loss_cls: 2.8843, loss: 2.8843, grad_norm: 2.1557 2021-07-08 15:05:14,223 - mmaction - INFO - Epoch [54][1340/1879] lr: 8.979e-02, eta: 4 days, 1:30:53, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6344, loss_cls: 2.7797, loss: 2.7797, grad_norm: 2.1491 2021-07-08 15:05:31,780 - mmaction - INFO - Epoch [54][1360/1879] lr: 8.979e-02, eta: 4 days, 1:30:32, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6180, loss_cls: 2.8564, loss: 2.8564, grad_norm: 2.1156 2021-07-08 15:05:49,220 - mmaction - INFO - Epoch [54][1380/1879] lr: 8.979e-02, eta: 4 days, 1:30:09, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6184, loss_cls: 2.8440, loss: 2.8440, grad_norm: 2.1264 2021-07-08 15:06:06,841 - mmaction - INFO - Epoch [54][1400/1879] lr: 8.979e-02, eta: 4 days, 1:29:47, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6371, loss_cls: 2.7891, loss: 2.7891, grad_norm: 2.1202 2021-07-08 15:06:24,300 - mmaction - INFO - Epoch [54][1420/1879] lr: 8.979e-02, eta: 4 days, 1:29:25, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6277, loss_cls: 2.7967, loss: 2.7967, grad_norm: 2.1578 2021-07-08 15:06:41,847 - mmaction - INFO - Epoch [54][1440/1879] lr: 8.979e-02, eta: 4 days, 1:29:03, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6215, loss_cls: 2.8679, loss: 2.8679, grad_norm: 2.1452 2021-07-08 15:06:59,260 - mmaction - INFO - Epoch [54][1460/1879] lr: 8.979e-02, eta: 4 days, 1:28:41, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6203, loss_cls: 2.8768, loss: 2.8768, grad_norm: 2.1613 2021-07-08 15:07:16,737 - mmaction - INFO - Epoch [54][1480/1879] lr: 8.979e-02, eta: 4 days, 1:28:19, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6348, loss_cls: 2.7763, loss: 2.7763, grad_norm: 2.1273 2021-07-08 15:07:34,132 - mmaction - INFO - Epoch [54][1500/1879] lr: 8.979e-02, eta: 4 days, 1:27:56, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6305, loss_cls: 2.8386, loss: 2.8386, grad_norm: 2.1388 2021-07-08 15:07:51,560 - mmaction - INFO - Epoch [54][1520/1879] lr: 8.979e-02, eta: 4 days, 1:27:34, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.7916, loss: 2.7916, grad_norm: 2.1267 2021-07-08 15:08:09,095 - mmaction - INFO - Epoch [54][1540/1879] lr: 8.979e-02, eta: 4 days, 1:27:12, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6121, loss_cls: 2.8366, loss: 2.8366, grad_norm: 2.1303 2021-07-08 15:08:26,567 - mmaction - INFO - Epoch [54][1560/1879] lr: 8.979e-02, eta: 4 days, 1:26:50, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6141, loss_cls: 2.8567, loss: 2.8567, grad_norm: 2.1441 2021-07-08 15:08:44,063 - mmaction - INFO - Epoch [54][1580/1879] lr: 8.979e-02, eta: 4 days, 1:26:27, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6168, loss_cls: 2.8605, loss: 2.8605, grad_norm: 2.1042 2021-07-08 15:09:01,435 - mmaction - INFO - Epoch [54][1600/1879] lr: 8.979e-02, eta: 4 days, 1:26:05, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6316, loss_cls: 2.7947, loss: 2.7947, grad_norm: 2.1100 2021-07-08 15:09:18,982 - mmaction - INFO - Epoch [54][1620/1879] lr: 8.979e-02, eta: 4 days, 1:25:43, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6297, loss_cls: 2.7792, loss: 2.7792, grad_norm: 2.1388 2021-07-08 15:09:36,346 - mmaction - INFO - Epoch [54][1640/1879] lr: 8.979e-02, eta: 4 days, 1:25:20, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6379, loss_cls: 2.8058, loss: 2.8058, grad_norm: 2.1153 2021-07-08 15:09:53,802 - mmaction - INFO - Epoch [54][1660/1879] lr: 8.979e-02, eta: 4 days, 1:24:58, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6273, loss_cls: 2.8829, loss: 2.8829, grad_norm: 2.2178 2021-07-08 15:10:11,468 - mmaction - INFO - Epoch [54][1680/1879] lr: 8.979e-02, eta: 4 days, 1:24:36, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6230, loss_cls: 2.8175, loss: 2.8175, grad_norm: 2.1242 2021-07-08 15:10:28,949 - mmaction - INFO - Epoch [54][1700/1879] lr: 8.979e-02, eta: 4 days, 1:24:14, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6316, loss_cls: 2.8466, loss: 2.8466, grad_norm: 2.1102 2021-07-08 15:10:46,380 - mmaction - INFO - Epoch [54][1720/1879] lr: 8.979e-02, eta: 4 days, 1:23:52, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6094, loss_cls: 2.8974, loss: 2.8974, grad_norm: 2.1477 2021-07-08 15:11:03,906 - mmaction - INFO - Epoch [54][1740/1879] lr: 8.979e-02, eta: 4 days, 1:23:30, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6344, loss_cls: 2.8072, loss: 2.8072, grad_norm: 2.0780 2021-07-08 15:11:21,265 - mmaction - INFO - Epoch [54][1760/1879] lr: 8.979e-02, eta: 4 days, 1:23:07, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6410, loss_cls: 2.7711, loss: 2.7711, grad_norm: 2.1101 2021-07-08 15:11:38,858 - mmaction - INFO - Epoch [54][1780/1879] lr: 8.979e-02, eta: 4 days, 1:22:46, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6418, loss_cls: 2.7783, loss: 2.7783, grad_norm: 2.1116 2021-07-08 15:11:56,345 - mmaction - INFO - Epoch [54][1800/1879] lr: 8.979e-02, eta: 4 days, 1:22:23, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6344, loss_cls: 2.7902, loss: 2.7902, grad_norm: 2.1282 2021-07-08 15:12:13,661 - mmaction - INFO - Epoch [54][1820/1879] lr: 8.979e-02, eta: 4 days, 1:22:01, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6289, loss_cls: 2.7812, loss: 2.7812, grad_norm: 2.1215 2021-07-08 15:12:31,082 - mmaction - INFO - Epoch [54][1840/1879] lr: 8.979e-02, eta: 4 days, 1:21:38, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6289, loss_cls: 2.8307, loss: 2.8307, grad_norm: 2.1404 2021-07-08 15:12:48,618 - mmaction - INFO - Epoch [54][1860/1879] lr: 8.979e-02, eta: 4 days, 1:21:16, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6262, loss_cls: 2.8368, loss: 2.8368, grad_norm: 2.1203 2021-07-08 15:15:55,298 - mmaction - INFO - Epoch [55][20/1879] lr: 8.942e-02, eta: 4 days, 1:28:26, time: 8.023, data_time: 6.985, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6410, loss_cls: 2.7811, loss: 2.7811, grad_norm: 2.1517 2021-07-08 15:16:12,416 - mmaction - INFO - Epoch [55][40/1879] lr: 8.942e-02, eta: 4 days, 1:28:02, time: 0.857, data_time: 0.007, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6316, loss_cls: 2.8016, loss: 2.8016, grad_norm: 2.1146 2021-07-08 15:16:29,655 - mmaction - INFO - Epoch [55][60/1879] lr: 8.942e-02, eta: 4 days, 1:27:39, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6195, loss_cls: 2.8640, loss: 2.8640, grad_norm: 2.1702 2021-07-08 15:16:46,969 - mmaction - INFO - Epoch [55][80/1879] lr: 8.942e-02, eta: 4 days, 1:27:16, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6422, loss_cls: 2.7655, loss: 2.7655, grad_norm: 2.1240 2021-07-08 15:17:04,381 - mmaction - INFO - Epoch [55][100/1879] lr: 8.942e-02, eta: 4 days, 1:26:54, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6414, loss_cls: 2.7781, loss: 2.7781, grad_norm: 2.1331 2021-07-08 15:17:21,865 - mmaction - INFO - Epoch [55][120/1879] lr: 8.942e-02, eta: 4 days, 1:26:31, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6406, loss_cls: 2.7658, loss: 2.7658, grad_norm: 2.1400 2021-07-08 15:17:39,339 - mmaction - INFO - Epoch [55][140/1879] lr: 8.942e-02, eta: 4 days, 1:26:09, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6379, loss_cls: 2.7847, loss: 2.7847, grad_norm: 2.1260 2021-07-08 15:17:56,803 - mmaction - INFO - Epoch [55][160/1879] lr: 8.942e-02, eta: 4 days, 1:25:47, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6414, loss_cls: 2.7600, loss: 2.7600, grad_norm: 2.0817 2021-07-08 15:18:14,271 - mmaction - INFO - Epoch [55][180/1879] lr: 8.942e-02, eta: 4 days, 1:25:24, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6344, loss_cls: 2.7687, loss: 2.7687, grad_norm: 2.1416 2021-07-08 15:18:31,715 - mmaction - INFO - Epoch [55][200/1879] lr: 8.942e-02, eta: 4 days, 1:25:02, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6277, loss_cls: 2.8135, loss: 2.8135, grad_norm: 2.1686 2021-07-08 15:18:49,015 - mmaction - INFO - Epoch [55][220/1879] lr: 8.942e-02, eta: 4 days, 1:24:39, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6395, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.1247 2021-07-08 15:19:06,579 - mmaction - INFO - Epoch [55][240/1879] lr: 8.942e-02, eta: 4 days, 1:24:17, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6137, loss_cls: 2.9150, loss: 2.9150, grad_norm: 2.1723 2021-07-08 15:19:24,078 - mmaction - INFO - Epoch [55][260/1879] lr: 8.942e-02, eta: 4 days, 1:23:55, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6297, loss_cls: 2.8123, loss: 2.8123, grad_norm: 2.0678 2021-07-08 15:19:41,507 - mmaction - INFO - Epoch [55][280/1879] lr: 8.942e-02, eta: 4 days, 1:23:33, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6340, loss_cls: 2.8004, loss: 2.8004, grad_norm: 2.1776 2021-07-08 15:19:58,899 - mmaction - INFO - Epoch [55][300/1879] lr: 8.942e-02, eta: 4 days, 1:23:10, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6207, loss_cls: 2.8001, loss: 2.8001, grad_norm: 2.1198 2021-07-08 15:20:16,591 - mmaction - INFO - Epoch [55][320/1879] lr: 8.942e-02, eta: 4 days, 1:22:49, time: 0.885, data_time: 0.003, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6340, loss_cls: 2.7985, loss: 2.7985, grad_norm: 2.0832 2021-07-08 15:20:34,140 - mmaction - INFO - Epoch [55][340/1879] lr: 8.942e-02, eta: 4 days, 1:22:27, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3512, top5_acc: 0.6219, loss_cls: 2.8894, loss: 2.8894, grad_norm: 2.1389 2021-07-08 15:20:51,586 - mmaction - INFO - Epoch [55][360/1879] lr: 8.942e-02, eta: 4 days, 1:22:04, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6230, loss_cls: 2.8143, loss: 2.8143, grad_norm: 2.1377 2021-07-08 15:21:09,029 - mmaction - INFO - Epoch [55][380/1879] lr: 8.942e-02, eta: 4 days, 1:21:42, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6238, loss_cls: 2.8537, loss: 2.8537, grad_norm: 2.1427 2021-07-08 15:21:26,519 - mmaction - INFO - Epoch [55][400/1879] lr: 8.942e-02, eta: 4 days, 1:21:20, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6223, loss_cls: 2.8414, loss: 2.8414, grad_norm: 2.0793 2021-07-08 15:21:43,949 - mmaction - INFO - Epoch [55][420/1879] lr: 8.942e-02, eta: 4 days, 1:20:57, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6133, loss_cls: 2.8541, loss: 2.8541, grad_norm: 2.0947 2021-07-08 15:22:01,538 - mmaction - INFO - Epoch [55][440/1879] lr: 8.942e-02, eta: 4 days, 1:20:35, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6145, loss_cls: 2.8242, loss: 2.8242, grad_norm: 2.0888 2021-07-08 15:22:19,140 - mmaction - INFO - Epoch [55][460/1879] lr: 8.942e-02, eta: 4 days, 1:20:14, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6426, loss_cls: 2.7130, loss: 2.7130, grad_norm: 2.0891 2021-07-08 15:22:36,563 - mmaction - INFO - Epoch [55][480/1879] lr: 8.942e-02, eta: 4 days, 1:19:51, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6250, loss_cls: 2.7695, loss: 2.7695, grad_norm: 2.0796 2021-07-08 15:22:54,045 - mmaction - INFO - Epoch [55][500/1879] lr: 8.942e-02, eta: 4 days, 1:19:29, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6250, loss_cls: 2.8132, loss: 2.8132, grad_norm: 2.1407 2021-07-08 15:23:11,601 - mmaction - INFO - Epoch [55][520/1879] lr: 8.942e-02, eta: 4 days, 1:19:07, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6191, loss_cls: 2.8609, loss: 2.8609, grad_norm: 2.1272 2021-07-08 15:23:29,130 - mmaction - INFO - Epoch [55][540/1879] lr: 8.942e-02, eta: 4 days, 1:18:45, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6301, loss_cls: 2.8227, loss: 2.8227, grad_norm: 2.1240 2021-07-08 15:23:46,642 - mmaction - INFO - Epoch [55][560/1879] lr: 8.942e-02, eta: 4 days, 1:18:23, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6316, loss_cls: 2.8073, loss: 2.8073, grad_norm: 2.1045 2021-07-08 15:24:04,174 - mmaction - INFO - Epoch [55][580/1879] lr: 8.942e-02, eta: 4 days, 1:18:01, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6359, loss_cls: 2.8135, loss: 2.8135, grad_norm: 2.1001 2021-07-08 15:24:21,603 - mmaction - INFO - Epoch [55][600/1879] lr: 8.942e-02, eta: 4 days, 1:17:38, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6414, loss_cls: 2.8197, loss: 2.8197, grad_norm: 2.1180 2021-07-08 15:24:39,124 - mmaction - INFO - Epoch [55][620/1879] lr: 8.942e-02, eta: 4 days, 1:17:16, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6223, loss_cls: 2.8823, loss: 2.8823, grad_norm: 2.1393 2021-07-08 15:24:56,459 - mmaction - INFO - Epoch [55][640/1879] lr: 8.942e-02, eta: 4 days, 1:16:54, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6414, loss_cls: 2.7695, loss: 2.7695, grad_norm: 2.0718 2021-07-08 15:25:13,996 - mmaction - INFO - Epoch [55][660/1879] lr: 8.942e-02, eta: 4 days, 1:16:31, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6320, loss_cls: 2.8104, loss: 2.8104, grad_norm: 2.1625 2021-07-08 15:25:31,458 - mmaction - INFO - Epoch [55][680/1879] lr: 8.942e-02, eta: 4 days, 1:16:09, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6355, loss_cls: 2.7885, loss: 2.7885, grad_norm: 2.1339 2021-07-08 15:25:48,960 - mmaction - INFO - Epoch [55][700/1879] lr: 8.942e-02, eta: 4 days, 1:15:47, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6207, loss_cls: 2.8283, loss: 2.8283, grad_norm: 2.1194 2021-07-08 15:26:06,382 - mmaction - INFO - Epoch [55][720/1879] lr: 8.942e-02, eta: 4 days, 1:15:25, time: 0.868, data_time: 0.000, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6316, loss_cls: 2.7857, loss: 2.7857, grad_norm: 2.1020 2021-07-08 15:26:23,847 - mmaction - INFO - Epoch [55][740/1879] lr: 8.942e-02, eta: 4 days, 1:15:02, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6246, loss_cls: 2.8276, loss: 2.8276, grad_norm: 2.1359 2021-07-08 15:26:41,292 - mmaction - INFO - Epoch [55][760/1879] lr: 8.942e-02, eta: 4 days, 1:14:40, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6301, loss_cls: 2.8438, loss: 2.8438, grad_norm: 2.0874 2021-07-08 15:26:58,797 - mmaction - INFO - Epoch [55][780/1879] lr: 8.942e-02, eta: 4 days, 1:14:18, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3578, top5_acc: 0.6090, loss_cls: 2.8617, loss: 2.8617, grad_norm: 2.1006 2021-07-08 15:27:16,268 - mmaction - INFO - Epoch [55][800/1879] lr: 8.942e-02, eta: 4 days, 1:13:56, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6328, loss_cls: 2.8377, loss: 2.8377, grad_norm: 2.1133 2021-07-08 15:27:33,642 - mmaction - INFO - Epoch [55][820/1879] lr: 8.942e-02, eta: 4 days, 1:13:33, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6387, loss_cls: 2.7893, loss: 2.7893, grad_norm: 2.0926 2021-07-08 15:27:51,170 - mmaction - INFO - Epoch [55][840/1879] lr: 8.942e-02, eta: 4 days, 1:13:11, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6199, loss_cls: 2.8309, loss: 2.8309, grad_norm: 2.1024 2021-07-08 15:28:08,619 - mmaction - INFO - Epoch [55][860/1879] lr: 8.942e-02, eta: 4 days, 1:12:49, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6203, loss_cls: 2.8578, loss: 2.8578, grad_norm: 2.1488 2021-07-08 15:28:26,066 - mmaction - INFO - Epoch [55][880/1879] lr: 8.942e-02, eta: 4 days, 1:12:27, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6258, loss_cls: 2.7876, loss: 2.7876, grad_norm: 2.1429 2021-07-08 15:28:43,502 - mmaction - INFO - Epoch [55][900/1879] lr: 8.942e-02, eta: 4 days, 1:12:04, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6250, loss_cls: 2.7993, loss: 2.7993, grad_norm: 2.1712 2021-07-08 15:29:01,027 - mmaction - INFO - Epoch [55][920/1879] lr: 8.942e-02, eta: 4 days, 1:11:42, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3555, top5_acc: 0.6137, loss_cls: 2.8601, loss: 2.8601, grad_norm: 2.1387 2021-07-08 15:29:18,408 - mmaction - INFO - Epoch [55][940/1879] lr: 8.942e-02, eta: 4 days, 1:11:20, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6293, loss_cls: 2.8324, loss: 2.8324, grad_norm: 2.0829 2021-07-08 15:29:35,897 - mmaction - INFO - Epoch [55][960/1879] lr: 8.942e-02, eta: 4 days, 1:10:58, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6387, loss_cls: 2.8043, loss: 2.8043, grad_norm: 2.1045 2021-07-08 15:29:53,324 - mmaction - INFO - Epoch [55][980/1879] lr: 8.942e-02, eta: 4 days, 1:10:35, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6320, loss_cls: 2.8126, loss: 2.8126, grad_norm: 2.1213 2021-07-08 15:30:10,829 - mmaction - INFO - Epoch [55][1000/1879] lr: 8.942e-02, eta: 4 days, 1:10:13, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6379, loss_cls: 2.7901, loss: 2.7901, grad_norm: 2.1050 2021-07-08 15:30:28,258 - mmaction - INFO - Epoch [55][1020/1879] lr: 8.942e-02, eta: 4 days, 1:09:51, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6262, loss_cls: 2.7929, loss: 2.7929, grad_norm: 2.0992 2021-07-08 15:30:45,706 - mmaction - INFO - Epoch [55][1040/1879] lr: 8.942e-02, eta: 4 days, 1:09:28, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6332, loss_cls: 2.8050, loss: 2.8050, grad_norm: 2.1364 2021-07-08 15:31:03,198 - mmaction - INFO - Epoch [55][1060/1879] lr: 8.942e-02, eta: 4 days, 1:09:06, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6238, loss_cls: 2.8555, loss: 2.8555, grad_norm: 2.1179 2021-07-08 15:31:20,544 - mmaction - INFO - Epoch [55][1080/1879] lr: 8.942e-02, eta: 4 days, 1:08:43, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6137, loss_cls: 2.8409, loss: 2.8409, grad_norm: 2.1506 2021-07-08 15:31:37,962 - mmaction - INFO - Epoch [55][1100/1879] lr: 8.942e-02, eta: 4 days, 1:08:21, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6109, loss_cls: 2.8902, loss: 2.8902, grad_norm: 2.1289 2021-07-08 15:31:55,620 - mmaction - INFO - Epoch [55][1120/1879] lr: 8.942e-02, eta: 4 days, 1:08:00, time: 0.884, data_time: 0.005, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6262, loss_cls: 2.8193, loss: 2.8193, grad_norm: 2.1157 2021-07-08 15:32:13,059 - mmaction - INFO - Epoch [55][1140/1879] lr: 8.942e-02, eta: 4 days, 1:07:37, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6438, loss_cls: 2.7077, loss: 2.7077, grad_norm: 2.0705 2021-07-08 15:32:30,404 - mmaction - INFO - Epoch [55][1160/1879] lr: 8.942e-02, eta: 4 days, 1:07:15, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6289, loss_cls: 2.7771, loss: 2.7771, grad_norm: 2.0852 2021-07-08 15:32:47,814 - mmaction - INFO - Epoch [55][1180/1879] lr: 8.942e-02, eta: 4 days, 1:06:52, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3598, top5_acc: 0.6227, loss_cls: 2.8650, loss: 2.8650, grad_norm: 2.2095 2021-07-08 15:33:05,218 - mmaction - INFO - Epoch [55][1200/1879] lr: 8.942e-02, eta: 4 days, 1:06:30, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6230, loss_cls: 2.8644, loss: 2.8644, grad_norm: 2.1669 2021-07-08 15:33:22,622 - mmaction - INFO - Epoch [55][1220/1879] lr: 8.942e-02, eta: 4 days, 1:06:07, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6441, loss_cls: 2.7476, loss: 2.7476, grad_norm: 2.0865 2021-07-08 15:33:40,118 - mmaction - INFO - Epoch [55][1240/1879] lr: 8.942e-02, eta: 4 days, 1:05:45, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6160, loss_cls: 2.8468, loss: 2.8468, grad_norm: 2.0885 2021-07-08 15:33:57,704 - mmaction - INFO - Epoch [55][1260/1879] lr: 8.942e-02, eta: 4 days, 1:05:23, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6059, loss_cls: 2.8957, loss: 2.8957, grad_norm: 2.1354 2021-07-08 15:34:15,103 - mmaction - INFO - Epoch [55][1280/1879] lr: 8.942e-02, eta: 4 days, 1:05:01, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6125, loss_cls: 2.9058, loss: 2.9058, grad_norm: 2.0693 2021-07-08 15:34:32,610 - mmaction - INFO - Epoch [55][1300/1879] lr: 8.942e-02, eta: 4 days, 1:04:39, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6328, loss_cls: 2.8206, loss: 2.8206, grad_norm: 2.1160 2021-07-08 15:34:50,083 - mmaction - INFO - Epoch [55][1320/1879] lr: 8.942e-02, eta: 4 days, 1:04:17, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6074, loss_cls: 2.9387, loss: 2.9387, grad_norm: 2.1802 2021-07-08 15:35:07,528 - mmaction - INFO - Epoch [55][1340/1879] lr: 8.942e-02, eta: 4 days, 1:03:54, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6227, loss_cls: 2.8385, loss: 2.8385, grad_norm: 2.1284 2021-07-08 15:35:24,871 - mmaction - INFO - Epoch [55][1360/1879] lr: 8.942e-02, eta: 4 days, 1:03:32, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6289, loss_cls: 2.8172, loss: 2.8172, grad_norm: 2.1265 2021-07-08 15:35:42,371 - mmaction - INFO - Epoch [55][1380/1879] lr: 8.942e-02, eta: 4 days, 1:03:10, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6219, loss_cls: 2.8597, loss: 2.8597, grad_norm: 2.0981 2021-07-08 15:36:00,006 - mmaction - INFO - Epoch [55][1400/1879] lr: 8.942e-02, eta: 4 days, 1:02:48, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6227, loss_cls: 2.8376, loss: 2.8376, grad_norm: 2.0842 2021-07-08 15:36:17,396 - mmaction - INFO - Epoch [55][1420/1879] lr: 8.942e-02, eta: 4 days, 1:02:26, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6320, loss_cls: 2.8012, loss: 2.8012, grad_norm: 2.1086 2021-07-08 15:36:35,019 - mmaction - INFO - Epoch [55][1440/1879] lr: 8.942e-02, eta: 4 days, 1:02:04, time: 0.881, data_time: 0.001, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6277, loss_cls: 2.7936, loss: 2.7936, grad_norm: 2.1783 2021-07-08 15:36:52,620 - mmaction - INFO - Epoch [55][1460/1879] lr: 8.942e-02, eta: 4 days, 1:01:42, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6355, loss_cls: 2.8062, loss: 2.8062, grad_norm: 2.1782 2021-07-08 15:37:10,113 - mmaction - INFO - Epoch [55][1480/1879] lr: 8.942e-02, eta: 4 days, 1:01:20, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6301, loss_cls: 2.7845, loss: 2.7845, grad_norm: 2.1373 2021-07-08 15:37:27,487 - mmaction - INFO - Epoch [55][1500/1879] lr: 8.942e-02, eta: 4 days, 1:00:58, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6375, loss_cls: 2.7837, loss: 2.7837, grad_norm: 2.1197 2021-07-08 15:37:44,895 - mmaction - INFO - Epoch [55][1520/1879] lr: 8.942e-02, eta: 4 days, 1:00:35, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6301, loss_cls: 2.8478, loss: 2.8478, grad_norm: 2.1293 2021-07-08 15:38:02,314 - mmaction - INFO - Epoch [55][1540/1879] lr: 8.942e-02, eta: 4 days, 1:00:13, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6422, loss_cls: 2.7866, loss: 2.7866, grad_norm: 2.0581 2021-07-08 15:38:19,849 - mmaction - INFO - Epoch [55][1560/1879] lr: 8.942e-02, eta: 4 days, 0:59:51, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6270, loss_cls: 2.8505, loss: 2.8505, grad_norm: 2.1048 2021-07-08 15:38:37,254 - mmaction - INFO - Epoch [55][1580/1879] lr: 8.942e-02, eta: 4 days, 0:59:29, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6242, loss_cls: 2.8245, loss: 2.8245, grad_norm: 2.1588 2021-07-08 15:38:54,725 - mmaction - INFO - Epoch [55][1600/1879] lr: 8.942e-02, eta: 4 days, 0:59:06, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6266, loss_cls: 2.8191, loss: 2.8191, grad_norm: 2.1017 2021-07-08 15:39:12,143 - mmaction - INFO - Epoch [55][1620/1879] lr: 8.942e-02, eta: 4 days, 0:58:44, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6301, loss_cls: 2.8498, loss: 2.8498, grad_norm: 2.1224 2021-07-08 15:39:29,640 - mmaction - INFO - Epoch [55][1640/1879] lr: 8.942e-02, eta: 4 days, 0:58:22, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6270, loss_cls: 2.8311, loss: 2.8311, grad_norm: 2.1090 2021-07-08 15:39:47,101 - mmaction - INFO - Epoch [55][1660/1879] lr: 8.942e-02, eta: 4 days, 0:58:00, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6352, loss_cls: 2.8317, loss: 2.8317, grad_norm: 2.1202 2021-07-08 15:40:04,643 - mmaction - INFO - Epoch [55][1680/1879] lr: 8.942e-02, eta: 4 days, 0:57:38, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6250, loss_cls: 2.8285, loss: 2.8285, grad_norm: 2.0782 2021-07-08 15:40:21,976 - mmaction - INFO - Epoch [55][1700/1879] lr: 8.942e-02, eta: 4 days, 0:57:15, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6250, loss_cls: 2.7946, loss: 2.7946, grad_norm: 2.1398 2021-07-08 15:40:39,457 - mmaction - INFO - Epoch [55][1720/1879] lr: 8.942e-02, eta: 4 days, 0:56:53, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6344, loss_cls: 2.7879, loss: 2.7879, grad_norm: 2.1229 2021-07-08 15:40:56,819 - mmaction - INFO - Epoch [55][1740/1879] lr: 8.942e-02, eta: 4 days, 0:56:31, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6266, loss_cls: 2.8045, loss: 2.8045, grad_norm: 2.1727 2021-07-08 15:41:14,295 - mmaction - INFO - Epoch [55][1760/1879] lr: 8.942e-02, eta: 4 days, 0:56:08, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6160, loss_cls: 2.8736, loss: 2.8736, grad_norm: 2.1398 2021-07-08 15:41:31,740 - mmaction - INFO - Epoch [55][1780/1879] lr: 8.942e-02, eta: 4 days, 0:55:46, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6293, loss_cls: 2.8380, loss: 2.8380, grad_norm: 2.1176 2021-07-08 15:41:49,164 - mmaction - INFO - Epoch [55][1800/1879] lr: 8.942e-02, eta: 4 days, 0:55:24, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6348, loss_cls: 2.7804, loss: 2.7804, grad_norm: 2.0813 2021-07-08 15:42:06,535 - mmaction - INFO - Epoch [55][1820/1879] lr: 8.942e-02, eta: 4 days, 0:55:02, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6266, loss_cls: 2.8074, loss: 2.8074, grad_norm: 2.1235 2021-07-08 15:42:24,040 - mmaction - INFO - Epoch [55][1840/1879] lr: 8.942e-02, eta: 4 days, 0:54:40, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6383, loss_cls: 2.7771, loss: 2.7771, grad_norm: 2.1390 2021-07-08 15:42:41,334 - mmaction - INFO - Epoch [55][1860/1879] lr: 8.942e-02, eta: 4 days, 0:54:17, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6332, loss_cls: 2.7877, loss: 2.7877, grad_norm: 2.1465 2021-07-08 15:46:48,271 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 15:46:49,118 - mmaction - INFO - top1_acc 0.4173 top5_acc 0.6920 2021-07-08 15:46:49,119 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 15:46:49,171 - mmaction - INFO - mean_acc 0.4172 2021-07-08 15:46:49,180 - mmaction - INFO - Epoch(val) [55][155] top1_acc: 0.4173, top5_acc: 0.6920, mean_class_accuracy: 0.4172 2021-07-08 15:48:23,380 - mmaction - INFO - Epoch [56][20/1879] lr: 8.904e-02, eta: 4 days, 0:57:13, time: 4.706, data_time: 3.572, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6168, loss_cls: 2.8418, loss: 2.8418, grad_norm: 2.2168 2021-07-08 15:48:40,281 - mmaction - INFO - Epoch [56][40/1879] lr: 8.904e-02, eta: 4 days, 0:56:49, time: 0.845, data_time: 0.006, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6219, loss_cls: 2.8447, loss: 2.8447, grad_norm: 2.1689 2021-07-08 15:48:57,426 - mmaction - INFO - Epoch [56][60/1879] lr: 8.904e-02, eta: 4 days, 0:56:25, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6352, loss_cls: 2.7910, loss: 2.7910, grad_norm: 2.1607 2021-07-08 15:49:14,699 - mmaction - INFO - Epoch [56][80/1879] lr: 8.904e-02, eta: 4 days, 0:56:02, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6445, loss_cls: 2.7832, loss: 2.7832, grad_norm: 2.1301 2021-07-08 15:49:32,131 - mmaction - INFO - Epoch [56][100/1879] lr: 8.904e-02, eta: 4 days, 0:55:40, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6219, loss_cls: 2.8205, loss: 2.8205, grad_norm: 2.1346 2021-07-08 15:49:49,581 - mmaction - INFO - Epoch [56][120/1879] lr: 8.904e-02, eta: 4 days, 0:55:18, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6395, loss_cls: 2.7274, loss: 2.7274, grad_norm: 2.0895 2021-07-08 15:50:07,215 - mmaction - INFO - Epoch [56][140/1879] lr: 8.904e-02, eta: 4 days, 0:54:56, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6367, loss_cls: 2.7626, loss: 2.7626, grad_norm: 2.1197 2021-07-08 15:50:24,784 - mmaction - INFO - Epoch [56][160/1879] lr: 8.904e-02, eta: 4 days, 0:54:34, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6340, loss_cls: 2.7679, loss: 2.7679, grad_norm: 2.1342 2021-07-08 15:50:42,343 - mmaction - INFO - Epoch [56][180/1879] lr: 8.904e-02, eta: 4 days, 0:54:13, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6301, loss_cls: 2.8128, loss: 2.8128, grad_norm: 2.1485 2021-07-08 15:50:59,802 - mmaction - INFO - Epoch [56][200/1879] lr: 8.904e-02, eta: 4 days, 0:53:51, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6285, loss_cls: 2.8305, loss: 2.8305, grad_norm: 2.1230 2021-07-08 15:51:17,299 - mmaction - INFO - Epoch [56][220/1879] lr: 8.904e-02, eta: 4 days, 0:53:28, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6285, loss_cls: 2.8416, loss: 2.8416, grad_norm: 2.1530 2021-07-08 15:51:34,755 - mmaction - INFO - Epoch [56][240/1879] lr: 8.904e-02, eta: 4 days, 0:53:06, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6375, loss_cls: 2.7727, loss: 2.7727, grad_norm: 2.1256 2021-07-08 15:51:52,260 - mmaction - INFO - Epoch [56][260/1879] lr: 8.904e-02, eta: 4 days, 0:52:44, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6414, loss_cls: 2.7902, loss: 2.7902, grad_norm: 2.1680 2021-07-08 15:52:09,672 - mmaction - INFO - Epoch [56][280/1879] lr: 8.904e-02, eta: 4 days, 0:52:22, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6266, loss_cls: 2.8243, loss: 2.8243, grad_norm: 2.1048 2021-07-08 15:52:27,145 - mmaction - INFO - Epoch [56][300/1879] lr: 8.904e-02, eta: 4 days, 0:52:00, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6309, loss_cls: 2.7914, loss: 2.7914, grad_norm: 2.0803 2021-07-08 15:52:44,633 - mmaction - INFO - Epoch [56][320/1879] lr: 8.904e-02, eta: 4 days, 0:51:37, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6395, loss_cls: 2.7529, loss: 2.7529, grad_norm: 2.1144 2021-07-08 15:53:02,066 - mmaction - INFO - Epoch [56][340/1879] lr: 8.904e-02, eta: 4 days, 0:51:15, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6250, loss_cls: 2.8511, loss: 2.8511, grad_norm: 2.1291 2021-07-08 15:53:19,476 - mmaction - INFO - Epoch [56][360/1879] lr: 8.904e-02, eta: 4 days, 0:50:53, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6406, loss_cls: 2.8036, loss: 2.8036, grad_norm: 2.1499 2021-07-08 15:53:36,936 - mmaction - INFO - Epoch [56][380/1879] lr: 8.904e-02, eta: 4 days, 0:50:31, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6207, loss_cls: 2.9004, loss: 2.9004, grad_norm: 2.1292 2021-07-08 15:53:54,392 - mmaction - INFO - Epoch [56][400/1879] lr: 8.904e-02, eta: 4 days, 0:50:08, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6250, loss_cls: 2.7941, loss: 2.7941, grad_norm: 2.1327 2021-07-08 15:54:11,883 - mmaction - INFO - Epoch [56][420/1879] lr: 8.904e-02, eta: 4 days, 0:49:46, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6277, loss_cls: 2.8692, loss: 2.8692, grad_norm: 2.1790 2021-07-08 15:54:29,390 - mmaction - INFO - Epoch [56][440/1879] lr: 8.904e-02, eta: 4 days, 0:49:24, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6227, loss_cls: 2.8260, loss: 2.8260, grad_norm: 2.0814 2021-07-08 15:54:46,938 - mmaction - INFO - Epoch [56][460/1879] lr: 8.904e-02, eta: 4 days, 0:49:02, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6195, loss_cls: 2.8839, loss: 2.8839, grad_norm: 2.1684 2021-07-08 15:55:04,449 - mmaction - INFO - Epoch [56][480/1879] lr: 8.904e-02, eta: 4 days, 0:48:40, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6242, loss_cls: 2.8090, loss: 2.8090, grad_norm: 2.1813 2021-07-08 15:55:21,750 - mmaction - INFO - Epoch [56][500/1879] lr: 8.904e-02, eta: 4 days, 0:48:18, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6266, loss_cls: 2.8025, loss: 2.8025, grad_norm: 2.1578 2021-07-08 15:55:39,183 - mmaction - INFO - Epoch [56][520/1879] lr: 8.904e-02, eta: 4 days, 0:47:55, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6375, loss_cls: 2.8043, loss: 2.8043, grad_norm: 2.1224 2021-07-08 15:55:56,642 - mmaction - INFO - Epoch [56][540/1879] lr: 8.904e-02, eta: 4 days, 0:47:33, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6262, loss_cls: 2.7745, loss: 2.7745, grad_norm: 2.1183 2021-07-08 15:56:14,019 - mmaction - INFO - Epoch [56][560/1879] lr: 8.904e-02, eta: 4 days, 0:47:11, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6359, loss_cls: 2.7500, loss: 2.7500, grad_norm: 2.1079 2021-07-08 15:56:31,389 - mmaction - INFO - Epoch [56][580/1879] lr: 8.904e-02, eta: 4 days, 0:46:48, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6344, loss_cls: 2.7808, loss: 2.7808, grad_norm: 2.1552 2021-07-08 15:56:48,830 - mmaction - INFO - Epoch [56][600/1879] lr: 8.904e-02, eta: 4 days, 0:46:26, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6414, loss_cls: 2.7911, loss: 2.7911, grad_norm: 2.1643 2021-07-08 15:57:06,405 - mmaction - INFO - Epoch [56][620/1879] lr: 8.904e-02, eta: 4 days, 0:46:04, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6270, loss_cls: 2.8100, loss: 2.8100, grad_norm: 2.1292 2021-07-08 15:57:23,827 - mmaction - INFO - Epoch [56][640/1879] lr: 8.904e-02, eta: 4 days, 0:45:42, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6348, loss_cls: 2.7543, loss: 2.7543, grad_norm: 2.1136 2021-07-08 15:57:41,215 - mmaction - INFO - Epoch [56][660/1879] lr: 8.904e-02, eta: 4 days, 0:45:19, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6340, loss_cls: 2.8272, loss: 2.8272, grad_norm: 2.1259 2021-07-08 15:57:58,682 - mmaction - INFO - Epoch [56][680/1879] lr: 8.904e-02, eta: 4 days, 0:44:57, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6422, loss_cls: 2.7943, loss: 2.7943, grad_norm: 2.1743 2021-07-08 15:58:16,252 - mmaction - INFO - Epoch [56][700/1879] lr: 8.904e-02, eta: 4 days, 0:44:36, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6348, loss_cls: 2.7655, loss: 2.7655, grad_norm: 2.1383 2021-07-08 15:58:33,751 - mmaction - INFO - Epoch [56][720/1879] lr: 8.904e-02, eta: 4 days, 0:44:13, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6184, loss_cls: 2.8515, loss: 2.8515, grad_norm: 2.1496 2021-07-08 15:58:51,242 - mmaction - INFO - Epoch [56][740/1879] lr: 8.904e-02, eta: 4 days, 0:43:51, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6141, loss_cls: 2.8808, loss: 2.8808, grad_norm: 2.1197 2021-07-08 15:59:08,737 - mmaction - INFO - Epoch [56][760/1879] lr: 8.904e-02, eta: 4 days, 0:43:29, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6223, loss_cls: 2.8122, loss: 2.8122, grad_norm: 2.0811 2021-07-08 15:59:26,113 - mmaction - INFO - Epoch [56][780/1879] lr: 8.904e-02, eta: 4 days, 0:43:07, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6441, loss_cls: 2.7950, loss: 2.7950, grad_norm: 2.1372 2021-07-08 15:59:43,622 - mmaction - INFO - Epoch [56][800/1879] lr: 8.904e-02, eta: 4 days, 0:42:45, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3559, top5_acc: 0.6121, loss_cls: 2.9354, loss: 2.9354, grad_norm: 2.1429 2021-07-08 16:00:01,124 - mmaction - INFO - Epoch [56][820/1879] lr: 8.904e-02, eta: 4 days, 0:42:23, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6199, loss_cls: 2.8521, loss: 2.8521, grad_norm: 2.1060 2021-07-08 16:00:18,564 - mmaction - INFO - Epoch [56][840/1879] lr: 8.904e-02, eta: 4 days, 0:42:01, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6414, loss_cls: 2.7885, loss: 2.7885, grad_norm: 2.0838 2021-07-08 16:00:35,979 - mmaction - INFO - Epoch [56][860/1879] lr: 8.904e-02, eta: 4 days, 0:41:38, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6293, loss_cls: 2.8222, loss: 2.8222, grad_norm: 2.1475 2021-07-08 16:00:53,572 - mmaction - INFO - Epoch [56][880/1879] lr: 8.904e-02, eta: 4 days, 0:41:17, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6309, loss_cls: 2.7979, loss: 2.7979, grad_norm: 2.1738 2021-07-08 16:01:11,058 - mmaction - INFO - Epoch [56][900/1879] lr: 8.904e-02, eta: 4 days, 0:40:55, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6480, loss_cls: 2.7766, loss: 2.7766, grad_norm: 2.0828 2021-07-08 16:01:28,633 - mmaction - INFO - Epoch [56][920/1879] lr: 8.904e-02, eta: 4 days, 0:40:33, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6336, loss_cls: 2.8286, loss: 2.8286, grad_norm: 2.1741 2021-07-08 16:01:46,132 - mmaction - INFO - Epoch [56][940/1879] lr: 8.904e-02, eta: 4 days, 0:40:11, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6289, loss_cls: 2.8084, loss: 2.8084, grad_norm: 2.1114 2021-07-08 16:02:03,695 - mmaction - INFO - Epoch [56][960/1879] lr: 8.904e-02, eta: 4 days, 0:39:49, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6355, loss_cls: 2.8242, loss: 2.8242, grad_norm: 2.1282 2021-07-08 16:02:21,128 - mmaction - INFO - Epoch [56][980/1879] lr: 8.904e-02, eta: 4 days, 0:39:27, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6367, loss_cls: 2.7640, loss: 2.7640, grad_norm: 2.1402 2021-07-08 16:02:38,576 - mmaction - INFO - Epoch [56][1000/1879] lr: 8.904e-02, eta: 4 days, 0:39:05, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6172, loss_cls: 2.8743, loss: 2.8743, grad_norm: 2.1355 2021-07-08 16:02:55,830 - mmaction - INFO - Epoch [56][1020/1879] lr: 8.904e-02, eta: 4 days, 0:38:42, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6148, loss_cls: 2.8998, loss: 2.8998, grad_norm: 2.1076 2021-07-08 16:03:13,379 - mmaction - INFO - Epoch [56][1040/1879] lr: 8.904e-02, eta: 4 days, 0:38:20, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6145, loss_cls: 2.8588, loss: 2.8588, grad_norm: 2.0784 2021-07-08 16:03:30,788 - mmaction - INFO - Epoch [56][1060/1879] lr: 8.904e-02, eta: 4 days, 0:37:58, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6238, loss_cls: 2.8585, loss: 2.8585, grad_norm: 2.0547 2021-07-08 16:03:48,376 - mmaction - INFO - Epoch [56][1080/1879] lr: 8.904e-02, eta: 4 days, 0:37:36, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6273, loss_cls: 2.7982, loss: 2.7982, grad_norm: 2.1507 2021-07-08 16:04:05,882 - mmaction - INFO - Epoch [56][1100/1879] lr: 8.904e-02, eta: 4 days, 0:37:14, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6277, loss_cls: 2.8176, loss: 2.8176, grad_norm: 2.1237 2021-07-08 16:04:23,296 - mmaction - INFO - Epoch [56][1120/1879] lr: 8.904e-02, eta: 4 days, 0:36:52, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6285, loss_cls: 2.8127, loss: 2.8127, grad_norm: 2.1064 2021-07-08 16:04:40,817 - mmaction - INFO - Epoch [56][1140/1879] lr: 8.904e-02, eta: 4 days, 0:36:30, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6336, loss_cls: 2.8307, loss: 2.8307, grad_norm: 2.1021 2021-07-08 16:04:58,619 - mmaction - INFO - Epoch [56][1160/1879] lr: 8.904e-02, eta: 4 days, 0:36:09, time: 0.887, data_time: 0.003, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6172, loss_cls: 2.8646, loss: 2.8646, grad_norm: 2.1189 2021-07-08 16:05:16,451 - mmaction - INFO - Epoch [56][1180/1879] lr: 8.904e-02, eta: 4 days, 0:35:48, time: 0.892, data_time: 0.005, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6320, loss_cls: 2.8450, loss: 2.8450, grad_norm: 2.0831 2021-07-08 16:05:33,853 - mmaction - INFO - Epoch [56][1200/1879] lr: 8.904e-02, eta: 4 days, 0:35:26, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6406, loss_cls: 2.7489, loss: 2.7489, grad_norm: 2.1183 2021-07-08 16:05:51,474 - mmaction - INFO - Epoch [56][1220/1879] lr: 8.904e-02, eta: 4 days, 0:35:05, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6289, loss_cls: 2.8101, loss: 2.8101, grad_norm: 2.1387 2021-07-08 16:06:09,051 - mmaction - INFO - Epoch [56][1240/1879] lr: 8.904e-02, eta: 4 days, 0:34:43, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6484, loss_cls: 2.7554, loss: 2.7554, grad_norm: 2.1353 2021-07-08 16:06:26,387 - mmaction - INFO - Epoch [56][1260/1879] lr: 8.904e-02, eta: 4 days, 0:34:20, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6328, loss_cls: 2.7815, loss: 2.7815, grad_norm: 2.2032 2021-07-08 16:06:43,815 - mmaction - INFO - Epoch [56][1280/1879] lr: 8.904e-02, eta: 4 days, 0:33:58, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6094, loss_cls: 2.9041, loss: 2.9041, grad_norm: 2.1681 2021-07-08 16:07:01,310 - mmaction - INFO - Epoch [56][1300/1879] lr: 8.904e-02, eta: 4 days, 0:33:36, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6379, loss_cls: 2.8110, loss: 2.8110, grad_norm: 2.1353 2021-07-08 16:07:18,758 - mmaction - INFO - Epoch [56][1320/1879] lr: 8.904e-02, eta: 4 days, 0:33:14, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6293, loss_cls: 2.7869, loss: 2.7869, grad_norm: 2.1346 2021-07-08 16:07:36,259 - mmaction - INFO - Epoch [56][1340/1879] lr: 8.904e-02, eta: 4 days, 0:32:52, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6320, loss_cls: 2.8352, loss: 2.8352, grad_norm: 2.1229 2021-07-08 16:07:53,657 - mmaction - INFO - Epoch [56][1360/1879] lr: 8.904e-02, eta: 4 days, 0:32:30, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6438, loss_cls: 2.7952, loss: 2.7952, grad_norm: 2.1505 2021-07-08 16:08:11,229 - mmaction - INFO - Epoch [56][1380/1879] lr: 8.904e-02, eta: 4 days, 0:32:08, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6293, loss_cls: 2.8138, loss: 2.8138, grad_norm: 2.1390 2021-07-08 16:08:28,589 - mmaction - INFO - Epoch [56][1400/1879] lr: 8.904e-02, eta: 4 days, 0:31:45, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6254, loss_cls: 2.8837, loss: 2.8837, grad_norm: 2.1045 2021-07-08 16:08:46,077 - mmaction - INFO - Epoch [56][1420/1879] lr: 8.904e-02, eta: 4 days, 0:31:23, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6223, loss_cls: 2.8219, loss: 2.8219, grad_norm: 2.0942 2021-07-08 16:09:03,504 - mmaction - INFO - Epoch [56][1440/1879] lr: 8.904e-02, eta: 4 days, 0:31:01, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6371, loss_cls: 2.7939, loss: 2.7939, grad_norm: 2.1227 2021-07-08 16:09:20,934 - mmaction - INFO - Epoch [56][1460/1879] lr: 8.904e-02, eta: 4 days, 0:30:39, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6477, loss_cls: 2.7365, loss: 2.7365, grad_norm: 2.1423 2021-07-08 16:09:38,279 - mmaction - INFO - Epoch [56][1480/1879] lr: 8.904e-02, eta: 4 days, 0:30:16, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6402, loss_cls: 2.7357, loss: 2.7357, grad_norm: 2.0761 2021-07-08 16:09:55,659 - mmaction - INFO - Epoch [56][1500/1879] lr: 8.904e-02, eta: 4 days, 0:29:54, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6188, loss_cls: 2.8624, loss: 2.8624, grad_norm: 2.1479 2021-07-08 16:10:13,202 - mmaction - INFO - Epoch [56][1520/1879] lr: 8.904e-02, eta: 4 days, 0:29:32, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6285, loss_cls: 2.7903, loss: 2.7903, grad_norm: 2.1278 2021-07-08 16:10:30,781 - mmaction - INFO - Epoch [56][1540/1879] lr: 8.904e-02, eta: 4 days, 0:29:11, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6059, loss_cls: 2.8380, loss: 2.8380, grad_norm: 2.1158 2021-07-08 16:10:48,302 - mmaction - INFO - Epoch [56][1560/1879] lr: 8.904e-02, eta: 4 days, 0:28:49, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6312, loss_cls: 2.8211, loss: 2.8211, grad_norm: 2.0739 2021-07-08 16:11:05,707 - mmaction - INFO - Epoch [56][1580/1879] lr: 8.904e-02, eta: 4 days, 0:28:26, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6285, loss_cls: 2.8124, loss: 2.8124, grad_norm: 2.0970 2021-07-08 16:11:23,224 - mmaction - INFO - Epoch [56][1600/1879] lr: 8.904e-02, eta: 4 days, 0:28:04, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6293, loss_cls: 2.8184, loss: 2.8184, grad_norm: 2.0806 2021-07-08 16:11:40,680 - mmaction - INFO - Epoch [56][1620/1879] lr: 8.904e-02, eta: 4 days, 0:27:42, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6531, loss_cls: 2.7245, loss: 2.7245, grad_norm: 2.2156 2021-07-08 16:11:58,089 - mmaction - INFO - Epoch [56][1640/1879] lr: 8.904e-02, eta: 4 days, 0:27:20, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3582, top5_acc: 0.6277, loss_cls: 2.8369, loss: 2.8369, grad_norm: 2.1767 2021-07-08 16:12:15,508 - mmaction - INFO - Epoch [56][1660/1879] lr: 8.904e-02, eta: 4 days, 0:26:58, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6137, loss_cls: 2.8634, loss: 2.8634, grad_norm: 2.1387 2021-07-08 16:12:32,948 - mmaction - INFO - Epoch [56][1680/1879] lr: 8.904e-02, eta: 4 days, 0:26:36, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6430, loss_cls: 2.7664, loss: 2.7664, grad_norm: 2.0714 2021-07-08 16:12:50,412 - mmaction - INFO - Epoch [56][1700/1879] lr: 8.904e-02, eta: 4 days, 0:26:14, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6324, loss_cls: 2.7748, loss: 2.7748, grad_norm: 2.0880 2021-07-08 16:13:07,905 - mmaction - INFO - Epoch [56][1720/1879] lr: 8.904e-02, eta: 4 days, 0:25:52, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6160, loss_cls: 2.8962, loss: 2.8962, grad_norm: 2.1074 2021-07-08 16:13:25,341 - mmaction - INFO - Epoch [56][1740/1879] lr: 8.904e-02, eta: 4 days, 0:25:30, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6215, loss_cls: 2.8291, loss: 2.8291, grad_norm: 2.1117 2021-07-08 16:13:42,803 - mmaction - INFO - Epoch [56][1760/1879] lr: 8.904e-02, eta: 4 days, 0:25:07, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6324, loss_cls: 2.8185, loss: 2.8185, grad_norm: 2.1011 2021-07-08 16:14:00,201 - mmaction - INFO - Epoch [56][1780/1879] lr: 8.904e-02, eta: 4 days, 0:24:45, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6203, loss_cls: 2.8075, loss: 2.8075, grad_norm: 2.1318 2021-07-08 16:14:17,619 - mmaction - INFO - Epoch [56][1800/1879] lr: 8.904e-02, eta: 4 days, 0:24:23, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6195, loss_cls: 2.8431, loss: 2.8431, grad_norm: 2.0840 2021-07-08 16:14:35,076 - mmaction - INFO - Epoch [56][1820/1879] lr: 8.904e-02, eta: 4 days, 0:24:01, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6121, loss_cls: 2.8808, loss: 2.8808, grad_norm: 2.1109 2021-07-08 16:14:52,431 - mmaction - INFO - Epoch [56][1840/1879] lr: 8.904e-02, eta: 4 days, 0:23:39, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6242, loss_cls: 2.8018, loss: 2.8018, grad_norm: 2.0670 2021-07-08 16:15:09,872 - mmaction - INFO - Epoch [56][1860/1879] lr: 8.904e-02, eta: 4 days, 0:23:16, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6301, loss_cls: 2.7766, loss: 2.7766, grad_norm: 2.1380 2021-07-08 16:15:34,012 - mmaction - INFO - Saving checkpoint at 56 epochs 2021-07-08 16:17:53,127 - mmaction - INFO - Epoch [57][20/1879] lr: 8.865e-02, eta: 4 days, 0:28:45, time: 6.903, data_time: 5.687, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6297, loss_cls: 2.7988, loss: 2.7988, grad_norm: 2.1424 2021-07-08 16:18:10,145 - mmaction - INFO - Epoch [57][40/1879] lr: 8.865e-02, eta: 4 days, 0:28:21, time: 0.848, data_time: 0.006, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6398, loss_cls: 2.7413, loss: 2.7413, grad_norm: 2.0854 2021-07-08 16:18:27,244 - mmaction - INFO - Epoch [57][60/1879] lr: 8.865e-02, eta: 4 days, 0:27:58, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6469, loss_cls: 2.7017, loss: 2.7017, grad_norm: 2.0756 2021-07-08 16:18:44,695 - mmaction - INFO - Epoch [57][80/1879] lr: 8.865e-02, eta: 4 days, 0:27:35, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6281, loss_cls: 2.8295, loss: 2.8295, grad_norm: 2.1302 2021-07-08 16:19:02,051 - mmaction - INFO - Epoch [57][100/1879] lr: 8.865e-02, eta: 4 days, 0:27:13, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6238, loss_cls: 2.8404, loss: 2.8404, grad_norm: 2.1163 2021-07-08 16:19:19,593 - mmaction - INFO - Epoch [57][120/1879] lr: 8.865e-02, eta: 4 days, 0:26:51, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6395, loss_cls: 2.7971, loss: 2.7971, grad_norm: 2.0946 2021-07-08 16:19:36,875 - mmaction - INFO - Epoch [57][140/1879] lr: 8.865e-02, eta: 4 days, 0:26:28, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6395, loss_cls: 2.8044, loss: 2.8044, grad_norm: 2.1447 2021-07-08 16:19:54,283 - mmaction - INFO - Epoch [57][160/1879] lr: 8.865e-02, eta: 4 days, 0:26:06, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6176, loss_cls: 2.8143, loss: 2.8143, grad_norm: 2.1612 2021-07-08 16:20:11,617 - mmaction - INFO - Epoch [57][180/1879] lr: 8.865e-02, eta: 4 days, 0:25:43, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6219, loss_cls: 2.8241, loss: 2.8241, grad_norm: 2.1224 2021-07-08 16:20:28,966 - mmaction - INFO - Epoch [57][200/1879] lr: 8.865e-02, eta: 4 days, 0:25:21, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6387, loss_cls: 2.7829, loss: 2.7829, grad_norm: 2.1447 2021-07-08 16:20:46,381 - mmaction - INFO - Epoch [57][220/1879] lr: 8.865e-02, eta: 4 days, 0:24:59, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6312, loss_cls: 2.7880, loss: 2.7880, grad_norm: 2.1481 2021-07-08 16:21:03,707 - mmaction - INFO - Epoch [57][240/1879] lr: 8.865e-02, eta: 4 days, 0:24:36, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6215, loss_cls: 2.8051, loss: 2.8051, grad_norm: 2.1596 2021-07-08 16:21:21,100 - mmaction - INFO - Epoch [57][260/1879] lr: 8.865e-02, eta: 4 days, 0:24:14, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6223, loss_cls: 2.8699, loss: 2.8699, grad_norm: 2.1448 2021-07-08 16:21:38,423 - mmaction - INFO - Epoch [57][280/1879] lr: 8.865e-02, eta: 4 days, 0:23:51, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6355, loss_cls: 2.7836, loss: 2.7836, grad_norm: 2.1071 2021-07-08 16:21:55,968 - mmaction - INFO - Epoch [57][300/1879] lr: 8.865e-02, eta: 4 days, 0:23:29, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6484, loss_cls: 2.6962, loss: 2.6962, grad_norm: 2.1577 2021-07-08 16:22:13,489 - mmaction - INFO - Epoch [57][320/1879] lr: 8.865e-02, eta: 4 days, 0:23:07, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6254, loss_cls: 2.7944, loss: 2.7944, grad_norm: 2.1686 2021-07-08 16:22:30,878 - mmaction - INFO - Epoch [57][340/1879] lr: 8.865e-02, eta: 4 days, 0:22:45, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6320, loss_cls: 2.8000, loss: 2.8000, grad_norm: 2.1350 2021-07-08 16:22:48,451 - mmaction - INFO - Epoch [57][360/1879] lr: 8.865e-02, eta: 4 days, 0:22:23, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6398, loss_cls: 2.7608, loss: 2.7608, grad_norm: 2.1577 2021-07-08 16:23:05,884 - mmaction - INFO - Epoch [57][380/1879] lr: 8.865e-02, eta: 4 days, 0:22:01, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6406, loss_cls: 2.7652, loss: 2.7652, grad_norm: 2.1471 2021-07-08 16:23:23,354 - mmaction - INFO - Epoch [57][400/1879] lr: 8.865e-02, eta: 4 days, 0:21:39, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6316, loss_cls: 2.8268, loss: 2.8268, grad_norm: 2.1384 2021-07-08 16:23:40,713 - mmaction - INFO - Epoch [57][420/1879] lr: 8.865e-02, eta: 4 days, 0:21:16, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6098, loss_cls: 2.8758, loss: 2.8758, grad_norm: 2.1678 2021-07-08 16:23:58,099 - mmaction - INFO - Epoch [57][440/1879] lr: 8.865e-02, eta: 4 days, 0:20:54, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6098, loss_cls: 2.8849, loss: 2.8849, grad_norm: 2.1443 2021-07-08 16:24:15,583 - mmaction - INFO - Epoch [57][460/1879] lr: 8.865e-02, eta: 4 days, 0:20:32, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6434, loss_cls: 2.7158, loss: 2.7158, grad_norm: 2.1250 2021-07-08 16:24:33,054 - mmaction - INFO - Epoch [57][480/1879] lr: 8.865e-02, eta: 4 days, 0:20:10, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3543, top5_acc: 0.6129, loss_cls: 2.9054, loss: 2.9054, grad_norm: 2.2034 2021-07-08 16:24:50,495 - mmaction - INFO - Epoch [57][500/1879] lr: 8.865e-02, eta: 4 days, 0:19:48, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6195, loss_cls: 2.8412, loss: 2.8412, grad_norm: 2.1042 2021-07-08 16:25:08,041 - mmaction - INFO - Epoch [57][520/1879] lr: 8.865e-02, eta: 4 days, 0:19:26, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6273, loss_cls: 2.7953, loss: 2.7953, grad_norm: 2.1267 2021-07-08 16:25:25,443 - mmaction - INFO - Epoch [57][540/1879] lr: 8.865e-02, eta: 4 days, 0:19:04, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6238, loss_cls: 2.8520, loss: 2.8520, grad_norm: 2.1507 2021-07-08 16:25:43,090 - mmaction - INFO - Epoch [57][560/1879] lr: 8.865e-02, eta: 4 days, 0:18:42, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6285, loss_cls: 2.8389, loss: 2.8389, grad_norm: 2.1807 2021-07-08 16:26:00,470 - mmaction - INFO - Epoch [57][580/1879] lr: 8.865e-02, eta: 4 days, 0:18:20, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6242, loss_cls: 2.8427, loss: 2.8427, grad_norm: 2.1925 2021-07-08 16:26:17,895 - mmaction - INFO - Epoch [57][600/1879] lr: 8.865e-02, eta: 4 days, 0:17:58, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6445, loss_cls: 2.7733, loss: 2.7733, grad_norm: 2.0779 2021-07-08 16:26:35,366 - mmaction - INFO - Epoch [57][620/1879] lr: 8.865e-02, eta: 4 days, 0:17:36, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6266, loss_cls: 2.8135, loss: 2.8135, grad_norm: 2.1165 2021-07-08 16:26:52,731 - mmaction - INFO - Epoch [57][640/1879] lr: 8.865e-02, eta: 4 days, 0:17:13, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6371, loss_cls: 2.7766, loss: 2.7766, grad_norm: 2.1379 2021-07-08 16:27:10,252 - mmaction - INFO - Epoch [57][660/1879] lr: 8.865e-02, eta: 4 days, 0:16:51, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6328, loss_cls: 2.8154, loss: 2.8154, grad_norm: 2.1601 2021-07-08 16:27:27,683 - mmaction - INFO - Epoch [57][680/1879] lr: 8.865e-02, eta: 4 days, 0:16:29, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6305, loss_cls: 2.7816, loss: 2.7816, grad_norm: 2.1402 2021-07-08 16:27:45,105 - mmaction - INFO - Epoch [57][700/1879] lr: 8.865e-02, eta: 4 days, 0:16:07, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6332, loss_cls: 2.7673, loss: 2.7673, grad_norm: 2.1046 2021-07-08 16:28:02,466 - mmaction - INFO - Epoch [57][720/1879] lr: 8.865e-02, eta: 4 days, 0:15:44, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6320, loss_cls: 2.8407, loss: 2.8407, grad_norm: 2.1551 2021-07-08 16:28:19,838 - mmaction - INFO - Epoch [57][740/1879] lr: 8.865e-02, eta: 4 days, 0:15:22, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6258, loss_cls: 2.8008, loss: 2.8008, grad_norm: 2.1099 2021-07-08 16:28:37,269 - mmaction - INFO - Epoch [57][760/1879] lr: 8.865e-02, eta: 4 days, 0:15:00, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6504, loss_cls: 2.7309, loss: 2.7309, grad_norm: 2.1153 2021-07-08 16:28:54,703 - mmaction - INFO - Epoch [57][780/1879] lr: 8.865e-02, eta: 4 days, 0:14:38, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6316, loss_cls: 2.8284, loss: 2.8284, grad_norm: 2.1556 2021-07-08 16:29:12,111 - mmaction - INFO - Epoch [57][800/1879] lr: 8.865e-02, eta: 4 days, 0:14:15, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6289, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.1336 2021-07-08 16:29:29,489 - mmaction - INFO - Epoch [57][820/1879] lr: 8.865e-02, eta: 4 days, 0:13:53, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6344, loss_cls: 2.7563, loss: 2.7563, grad_norm: 2.1117 2021-07-08 16:29:46,988 - mmaction - INFO - Epoch [57][840/1879] lr: 8.865e-02, eta: 4 days, 0:13:31, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3520, top5_acc: 0.6258, loss_cls: 2.8985, loss: 2.8985, grad_norm: 2.1553 2021-07-08 16:30:04,512 - mmaction - INFO - Epoch [57][860/1879] lr: 8.865e-02, eta: 4 days, 0:13:09, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6211, loss_cls: 2.8537, loss: 2.8537, grad_norm: 2.0976 2021-07-08 16:30:21,910 - mmaction - INFO - Epoch [57][880/1879] lr: 8.865e-02, eta: 4 days, 0:12:47, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6309, loss_cls: 2.7919, loss: 2.7919, grad_norm: 2.1073 2021-07-08 16:30:39,349 - mmaction - INFO - Epoch [57][900/1879] lr: 8.865e-02, eta: 4 days, 0:12:25, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6184, loss_cls: 2.8354, loss: 2.8354, grad_norm: 2.1406 2021-07-08 16:30:56,844 - mmaction - INFO - Epoch [57][920/1879] lr: 8.865e-02, eta: 4 days, 0:12:03, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.7677, loss: 2.7677, grad_norm: 2.1219 2021-07-08 16:31:14,235 - mmaction - INFO - Epoch [57][940/1879] lr: 8.865e-02, eta: 4 days, 0:11:41, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6328, loss_cls: 2.7709, loss: 2.7709, grad_norm: 2.1673 2021-07-08 16:31:31,655 - mmaction - INFO - Epoch [57][960/1879] lr: 8.865e-02, eta: 4 days, 0:11:18, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6176, loss_cls: 2.8961, loss: 2.8961, grad_norm: 2.1717 2021-07-08 16:31:49,041 - mmaction - INFO - Epoch [57][980/1879] lr: 8.865e-02, eta: 4 days, 0:10:56, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6250, loss_cls: 2.8324, loss: 2.8324, grad_norm: 2.0983 2021-07-08 16:32:06,442 - mmaction - INFO - Epoch [57][1000/1879] lr: 8.865e-02, eta: 4 days, 0:10:34, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6336, loss_cls: 2.7819, loss: 2.7819, grad_norm: 2.1004 2021-07-08 16:32:23,865 - mmaction - INFO - Epoch [57][1020/1879] lr: 8.865e-02, eta: 4 days, 0:10:12, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6410, loss_cls: 2.7533, loss: 2.7533, grad_norm: 2.1111 2021-07-08 16:32:41,321 - mmaction - INFO - Epoch [57][1040/1879] lr: 8.865e-02, eta: 4 days, 0:09:50, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6344, loss_cls: 2.8015, loss: 2.8015, grad_norm: 2.1544 2021-07-08 16:32:58,738 - mmaction - INFO - Epoch [57][1060/1879] lr: 8.865e-02, eta: 4 days, 0:09:27, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6250, loss_cls: 2.8232, loss: 2.8232, grad_norm: 2.1252 2021-07-08 16:33:16,219 - mmaction - INFO - Epoch [57][1080/1879] lr: 8.865e-02, eta: 4 days, 0:09:05, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6211, loss_cls: 2.8419, loss: 2.8419, grad_norm: 2.1756 2021-07-08 16:33:33,574 - mmaction - INFO - Epoch [57][1100/1879] lr: 8.865e-02, eta: 4 days, 0:08:43, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6555, loss_cls: 2.6910, loss: 2.6910, grad_norm: 2.1467 2021-07-08 16:33:50,997 - mmaction - INFO - Epoch [57][1120/1879] lr: 8.865e-02, eta: 4 days, 0:08:21, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6434, loss_cls: 2.7871, loss: 2.7871, grad_norm: 2.2283 2021-07-08 16:34:08,391 - mmaction - INFO - Epoch [57][1140/1879] lr: 8.865e-02, eta: 4 days, 0:07:58, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6320, loss_cls: 2.7930, loss: 2.7930, grad_norm: 2.1571 2021-07-08 16:34:25,900 - mmaction - INFO - Epoch [57][1160/1879] lr: 8.865e-02, eta: 4 days, 0:07:37, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6309, loss_cls: 2.8382, loss: 2.8382, grad_norm: 2.1095 2021-07-08 16:34:43,320 - mmaction - INFO - Epoch [57][1180/1879] lr: 8.865e-02, eta: 4 days, 0:07:14, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6297, loss_cls: 2.8394, loss: 2.8394, grad_norm: 2.1753 2021-07-08 16:35:00,825 - mmaction - INFO - Epoch [57][1200/1879] lr: 8.865e-02, eta: 4 days, 0:06:52, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6137, loss_cls: 2.8653, loss: 2.8653, grad_norm: 2.1014 2021-07-08 16:35:18,356 - mmaction - INFO - Epoch [57][1220/1879] lr: 8.865e-02, eta: 4 days, 0:06:31, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6289, loss_cls: 2.7987, loss: 2.7987, grad_norm: 2.1288 2021-07-08 16:35:35,795 - mmaction - INFO - Epoch [57][1240/1879] lr: 8.865e-02, eta: 4 days, 0:06:09, time: 0.873, data_time: 0.007, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6199, loss_cls: 2.8491, loss: 2.8491, grad_norm: 2.1414 2021-07-08 16:35:53,267 - mmaction - INFO - Epoch [57][1260/1879] lr: 8.865e-02, eta: 4 days, 0:05:47, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6230, loss_cls: 2.8513, loss: 2.8513, grad_norm: 2.1641 2021-07-08 16:36:10,801 - mmaction - INFO - Epoch [57][1280/1879] lr: 8.865e-02, eta: 4 days, 0:05:25, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6348, loss_cls: 2.7920, loss: 2.7920, grad_norm: 2.0861 2021-07-08 16:36:28,407 - mmaction - INFO - Epoch [57][1300/1879] lr: 8.865e-02, eta: 4 days, 0:05:03, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6285, loss_cls: 2.7866, loss: 2.7866, grad_norm: 2.1431 2021-07-08 16:36:45,938 - mmaction - INFO - Epoch [57][1320/1879] lr: 8.865e-02, eta: 4 days, 0:04:41, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6312, loss_cls: 2.8115, loss: 2.8115, grad_norm: 2.1383 2021-07-08 16:37:03,271 - mmaction - INFO - Epoch [57][1340/1879] lr: 8.865e-02, eta: 4 days, 0:04:19, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6445, loss_cls: 2.7375, loss: 2.7375, grad_norm: 2.1524 2021-07-08 16:37:20,733 - mmaction - INFO - Epoch [57][1360/1879] lr: 8.865e-02, eta: 4 days, 0:03:57, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6234, loss_cls: 2.8312, loss: 2.8312, grad_norm: 2.1145 2021-07-08 16:37:38,236 - mmaction - INFO - Epoch [57][1380/1879] lr: 8.865e-02, eta: 4 days, 0:03:35, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3629, top5_acc: 0.6062, loss_cls: 2.8920, loss: 2.8920, grad_norm: 2.1885 2021-07-08 16:37:55,842 - mmaction - INFO - Epoch [57][1400/1879] lr: 8.865e-02, eta: 4 days, 0:03:14, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6141, loss_cls: 2.9088, loss: 2.9088, grad_norm: 2.1437 2021-07-08 16:38:13,204 - mmaction - INFO - Epoch [57][1420/1879] lr: 8.865e-02, eta: 4 days, 0:02:51, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6418, loss_cls: 2.7678, loss: 2.7678, grad_norm: 2.0615 2021-07-08 16:38:30,648 - mmaction - INFO - Epoch [57][1440/1879] lr: 8.865e-02, eta: 4 days, 0:02:29, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6062, loss_cls: 2.9356, loss: 2.9356, grad_norm: 2.1130 2021-07-08 16:38:48,136 - mmaction - INFO - Epoch [57][1460/1879] lr: 8.865e-02, eta: 4 days, 0:02:07, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6395, loss_cls: 2.7976, loss: 2.7976, grad_norm: 2.1690 2021-07-08 16:39:05,488 - mmaction - INFO - Epoch [57][1480/1879] lr: 8.865e-02, eta: 4 days, 0:01:45, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6348, loss_cls: 2.7969, loss: 2.7969, grad_norm: 2.1323 2021-07-08 16:39:22,857 - mmaction - INFO - Epoch [57][1500/1879] lr: 8.865e-02, eta: 4 days, 0:01:23, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6273, loss_cls: 2.8138, loss: 2.8138, grad_norm: 2.1636 2021-07-08 16:39:40,421 - mmaction - INFO - Epoch [57][1520/1879] lr: 8.865e-02, eta: 4 days, 0:01:01, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6398, loss_cls: 2.7518, loss: 2.7518, grad_norm: 2.1619 2021-07-08 16:39:57,854 - mmaction - INFO - Epoch [57][1540/1879] lr: 8.865e-02, eta: 4 days, 0:00:39, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6137, loss_cls: 2.8600, loss: 2.8600, grad_norm: 2.1211 2021-07-08 16:40:15,418 - mmaction - INFO - Epoch [57][1560/1879] lr: 8.865e-02, eta: 4 days, 0:00:17, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6348, loss_cls: 2.7821, loss: 2.7821, grad_norm: 2.1640 2021-07-08 16:40:32,872 - mmaction - INFO - Epoch [57][1580/1879] lr: 8.865e-02, eta: 3 days, 23:59:55, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6172, loss_cls: 2.8688, loss: 2.8688, grad_norm: 2.1684 2021-07-08 16:40:50,301 - mmaction - INFO - Epoch [57][1600/1879] lr: 8.865e-02, eta: 3 days, 23:59:33, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3617, top5_acc: 0.6336, loss_cls: 2.8137, loss: 2.8137, grad_norm: 2.1277 2021-07-08 16:41:07,710 - mmaction - INFO - Epoch [57][1620/1879] lr: 8.865e-02, eta: 3 days, 23:59:11, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6328, loss_cls: 2.8255, loss: 2.8255, grad_norm: 2.1885 2021-07-08 16:41:25,230 - mmaction - INFO - Epoch [57][1640/1879] lr: 8.865e-02, eta: 3 days, 23:58:49, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6129, loss_cls: 2.8846, loss: 2.8846, grad_norm: 2.1343 2021-07-08 16:41:42,550 - mmaction - INFO - Epoch [57][1660/1879] lr: 8.865e-02, eta: 3 days, 23:58:26, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6168, loss_cls: 2.8713, loss: 2.8713, grad_norm: 2.1565 2021-07-08 16:42:00,045 - mmaction - INFO - Epoch [57][1680/1879] lr: 8.865e-02, eta: 3 days, 23:58:05, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6219, loss_cls: 2.8599, loss: 2.8599, grad_norm: 2.1628 2021-07-08 16:42:17,566 - mmaction - INFO - Epoch [57][1700/1879] lr: 8.865e-02, eta: 3 days, 23:57:43, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3563, top5_acc: 0.6305, loss_cls: 2.8307, loss: 2.8307, grad_norm: 2.1441 2021-07-08 16:42:34,955 - mmaction - INFO - Epoch [57][1720/1879] lr: 8.865e-02, eta: 3 days, 23:57:21, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6223, loss_cls: 2.8561, loss: 2.8561, grad_norm: 2.1672 2021-07-08 16:42:52,425 - mmaction - INFO - Epoch [57][1740/1879] lr: 8.865e-02, eta: 3 days, 23:56:59, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6375, loss_cls: 2.7701, loss: 2.7701, grad_norm: 2.1187 2021-07-08 16:43:09,786 - mmaction - INFO - Epoch [57][1760/1879] lr: 8.865e-02, eta: 3 days, 23:56:36, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6230, loss_cls: 2.8019, loss: 2.8019, grad_norm: 2.1064 2021-07-08 16:43:27,247 - mmaction - INFO - Epoch [57][1780/1879] lr: 8.865e-02, eta: 3 days, 23:56:14, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6301, loss_cls: 2.8437, loss: 2.8437, grad_norm: 2.0928 2021-07-08 16:43:44,761 - mmaction - INFO - Epoch [57][1800/1879] lr: 8.865e-02, eta: 3 days, 23:55:52, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6418, loss_cls: 2.7858, loss: 2.7858, grad_norm: 2.1249 2021-07-08 16:44:02,237 - mmaction - INFO - Epoch [57][1820/1879] lr: 8.865e-02, eta: 3 days, 23:55:30, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6375, loss_cls: 2.7705, loss: 2.7705, grad_norm: 2.1345 2021-07-08 16:44:19,747 - mmaction - INFO - Epoch [57][1840/1879] lr: 8.865e-02, eta: 3 days, 23:55:09, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6352, loss_cls: 2.7961, loss: 2.7961, grad_norm: 2.1719 2021-07-08 16:44:37,243 - mmaction - INFO - Epoch [57][1860/1879] lr: 8.865e-02, eta: 3 days, 23:54:47, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6301, loss_cls: 2.7928, loss: 2.7928, grad_norm: 2.1253 2021-07-08 16:46:32,521 - mmaction - INFO - Epoch [58][20/1879] lr: 8.826e-02, eta: 3 days, 23:57:35, time: 4.732, data_time: 3.544, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6348, loss_cls: 2.7515, loss: 2.7515, grad_norm: 2.1241 2021-07-08 16:46:49,747 - mmaction - INFO - Epoch [58][40/1879] lr: 8.826e-02, eta: 3 days, 23:57:12, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6371, loss_cls: 2.7630, loss: 2.7630, grad_norm: 2.1279 2021-07-08 16:47:07,026 - mmaction - INFO - Epoch [58][60/1879] lr: 8.826e-02, eta: 3 days, 23:56:50, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6266, loss_cls: 2.8097, loss: 2.8097, grad_norm: 2.1100 2021-07-08 16:47:24,400 - mmaction - INFO - Epoch [58][80/1879] lr: 8.826e-02, eta: 3 days, 23:56:27, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6285, loss_cls: 2.7870, loss: 2.7870, grad_norm: 2.1498 2021-07-08 16:47:41,968 - mmaction - INFO - Epoch [58][100/1879] lr: 8.826e-02, eta: 3 days, 23:56:06, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6070, loss_cls: 2.8268, loss: 2.8268, grad_norm: 2.1679 2021-07-08 16:47:59,389 - mmaction - INFO - Epoch [58][120/1879] lr: 8.826e-02, eta: 3 days, 23:55:44, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6426, loss_cls: 2.7905, loss: 2.7905, grad_norm: 2.2232 2021-07-08 16:48:16,662 - mmaction - INFO - Epoch [58][140/1879] lr: 8.826e-02, eta: 3 days, 23:55:21, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6324, loss_cls: 2.8548, loss: 2.8548, grad_norm: 2.1906 2021-07-08 16:48:34,206 - mmaction - INFO - Epoch [58][160/1879] lr: 8.826e-02, eta: 3 days, 23:54:59, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6199, loss_cls: 2.8492, loss: 2.8492, grad_norm: 2.1502 2021-07-08 16:48:51,589 - mmaction - INFO - Epoch [58][180/1879] lr: 8.826e-02, eta: 3 days, 23:54:37, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6320, loss_cls: 2.8089, loss: 2.8089, grad_norm: 2.1224 2021-07-08 16:49:09,005 - mmaction - INFO - Epoch [58][200/1879] lr: 8.826e-02, eta: 3 days, 23:54:15, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6367, loss_cls: 2.7564, loss: 2.7564, grad_norm: 2.1518 2021-07-08 16:49:26,509 - mmaction - INFO - Epoch [58][220/1879] lr: 8.826e-02, eta: 3 days, 23:53:53, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6336, loss_cls: 2.7634, loss: 2.7634, grad_norm: 2.1549 2021-07-08 16:49:43,887 - mmaction - INFO - Epoch [58][240/1879] lr: 8.826e-02, eta: 3 days, 23:53:31, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6316, loss_cls: 2.8359, loss: 2.8359, grad_norm: 2.1799 2021-07-08 16:50:01,386 - mmaction - INFO - Epoch [58][260/1879] lr: 8.826e-02, eta: 3 days, 23:53:09, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6398, loss_cls: 2.7941, loss: 2.7941, grad_norm: 2.1137 2021-07-08 16:50:18,885 - mmaction - INFO - Epoch [58][280/1879] lr: 8.826e-02, eta: 3 days, 23:52:47, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6316, loss_cls: 2.7943, loss: 2.7943, grad_norm: 2.1238 2021-07-08 16:50:36,462 - mmaction - INFO - Epoch [58][300/1879] lr: 8.826e-02, eta: 3 days, 23:52:25, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6348, loss_cls: 2.7638, loss: 2.7638, grad_norm: 2.1066 2021-07-08 16:50:53,920 - mmaction - INFO - Epoch [58][320/1879] lr: 8.826e-02, eta: 3 days, 23:52:03, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6348, loss_cls: 2.8124, loss: 2.8124, grad_norm: 2.1804 2021-07-08 16:51:11,483 - mmaction - INFO - Epoch [58][340/1879] lr: 8.826e-02, eta: 3 days, 23:51:42, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6059, loss_cls: 2.8656, loss: 2.8656, grad_norm: 2.1929 2021-07-08 16:51:28,912 - mmaction - INFO - Epoch [58][360/1879] lr: 8.826e-02, eta: 3 days, 23:51:20, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3672, top5_acc: 0.6293, loss_cls: 2.8401, loss: 2.8401, grad_norm: 2.1445 2021-07-08 16:51:46,458 - mmaction - INFO - Epoch [58][380/1879] lr: 8.826e-02, eta: 3 days, 23:50:58, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6312, loss_cls: 2.7819, loss: 2.7819, grad_norm: 2.1810 2021-07-08 16:52:03,877 - mmaction - INFO - Epoch [58][400/1879] lr: 8.826e-02, eta: 3 days, 23:50:36, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6316, loss_cls: 2.7548, loss: 2.7548, grad_norm: 2.1094 2021-07-08 16:52:21,290 - mmaction - INFO - Epoch [58][420/1879] lr: 8.826e-02, eta: 3 days, 23:50:14, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6312, loss_cls: 2.7738, loss: 2.7738, grad_norm: 2.1466 2021-07-08 16:52:38,635 - mmaction - INFO - Epoch [58][440/1879] lr: 8.826e-02, eta: 3 days, 23:49:51, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6324, loss_cls: 2.8667, loss: 2.8667, grad_norm: 2.1261 2021-07-08 16:52:56,106 - mmaction - INFO - Epoch [58][460/1879] lr: 8.826e-02, eta: 3 days, 23:49:29, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6234, loss_cls: 2.8826, loss: 2.8826, grad_norm: 2.1101 2021-07-08 16:53:13,556 - mmaction - INFO - Epoch [58][480/1879] lr: 8.826e-02, eta: 3 days, 23:49:07, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6289, loss_cls: 2.8044, loss: 2.8044, grad_norm: 2.1498 2021-07-08 16:53:30,935 - mmaction - INFO - Epoch [58][500/1879] lr: 8.826e-02, eta: 3 days, 23:48:45, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6176, loss_cls: 2.8800, loss: 2.8800, grad_norm: 2.1774 2021-07-08 16:53:48,477 - mmaction - INFO - Epoch [58][520/1879] lr: 8.826e-02, eta: 3 days, 23:48:23, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6211, loss_cls: 2.8272, loss: 2.8272, grad_norm: 2.0821 2021-07-08 16:54:05,963 - mmaction - INFO - Epoch [58][540/1879] lr: 8.826e-02, eta: 3 days, 23:48:01, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6422, loss_cls: 2.7315, loss: 2.7315, grad_norm: 2.0980 2021-07-08 16:54:23,379 - mmaction - INFO - Epoch [58][560/1879] lr: 8.826e-02, eta: 3 days, 23:47:39, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6348, loss_cls: 2.7989, loss: 2.7989, grad_norm: 2.1393 2021-07-08 16:54:40,829 - mmaction - INFO - Epoch [58][580/1879] lr: 8.826e-02, eta: 3 days, 23:47:17, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6336, loss_cls: 2.7935, loss: 2.7935, grad_norm: 2.1302 2021-07-08 16:54:58,255 - mmaction - INFO - Epoch [58][600/1879] lr: 8.826e-02, eta: 3 days, 23:46:55, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6238, loss_cls: 2.8182, loss: 2.8182, grad_norm: 2.1558 2021-07-08 16:55:15,700 - mmaction - INFO - Epoch [58][620/1879] lr: 8.826e-02, eta: 3 days, 23:46:33, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6262, loss_cls: 2.8655, loss: 2.8655, grad_norm: 2.2088 2021-07-08 16:55:33,200 - mmaction - INFO - Epoch [58][640/1879] lr: 8.826e-02, eta: 3 days, 23:46:11, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6340, loss_cls: 2.7935, loss: 2.7935, grad_norm: 2.0889 2021-07-08 16:55:50,670 - mmaction - INFO - Epoch [58][660/1879] lr: 8.826e-02, eta: 3 days, 23:45:49, time: 0.872, data_time: 0.000, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6473, loss_cls: 2.7538, loss: 2.7538, grad_norm: 2.1048 2021-07-08 16:56:08,085 - mmaction - INFO - Epoch [58][680/1879] lr: 8.826e-02, eta: 3 days, 23:45:27, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6188, loss_cls: 2.9012, loss: 2.9012, grad_norm: 2.1283 2021-07-08 16:56:25,558 - mmaction - INFO - Epoch [58][700/1879] lr: 8.826e-02, eta: 3 days, 23:45:05, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6312, loss_cls: 2.7958, loss: 2.7958, grad_norm: 2.1014 2021-07-08 16:56:43,033 - mmaction - INFO - Epoch [58][720/1879] lr: 8.826e-02, eta: 3 days, 23:44:43, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6195, loss_cls: 2.8417, loss: 2.8417, grad_norm: 2.1587 2021-07-08 16:57:00,453 - mmaction - INFO - Epoch [58][740/1879] lr: 8.826e-02, eta: 3 days, 23:44:21, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6379, loss_cls: 2.8173, loss: 2.8173, grad_norm: 2.1501 2021-07-08 16:57:17,815 - mmaction - INFO - Epoch [58][760/1879] lr: 8.826e-02, eta: 3 days, 23:43:59, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6320, loss_cls: 2.7826, loss: 2.7826, grad_norm: 2.1217 2021-07-08 16:57:35,248 - mmaction - INFO - Epoch [58][780/1879] lr: 8.826e-02, eta: 3 days, 23:43:37, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6527, loss_cls: 2.6873, loss: 2.6873, grad_norm: 2.1199 2021-07-08 16:57:52,696 - mmaction - INFO - Epoch [58][800/1879] lr: 8.826e-02, eta: 3 days, 23:43:15, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6434, loss_cls: 2.7704, loss: 2.7704, grad_norm: 2.1919 2021-07-08 16:58:10,215 - mmaction - INFO - Epoch [58][820/1879] lr: 8.826e-02, eta: 3 days, 23:42:53, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6391, loss_cls: 2.7458, loss: 2.7458, grad_norm: 2.1705 2021-07-08 16:58:27,706 - mmaction - INFO - Epoch [58][840/1879] lr: 8.826e-02, eta: 3 days, 23:42:31, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6363, loss_cls: 2.7993, loss: 2.7993, grad_norm: 2.1895 2021-07-08 16:58:45,030 - mmaction - INFO - Epoch [58][860/1879] lr: 8.826e-02, eta: 3 days, 23:42:09, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6340, loss_cls: 2.7881, loss: 2.7881, grad_norm: 2.1607 2021-07-08 16:59:02,550 - mmaction - INFO - Epoch [58][880/1879] lr: 8.826e-02, eta: 3 days, 23:41:47, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6297, loss_cls: 2.7787, loss: 2.7787, grad_norm: 2.1367 2021-07-08 16:59:20,017 - mmaction - INFO - Epoch [58][900/1879] lr: 8.826e-02, eta: 3 days, 23:41:25, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6562, loss_cls: 2.7355, loss: 2.7355, grad_norm: 2.1556 2021-07-08 16:59:37,473 - mmaction - INFO - Epoch [58][920/1879] lr: 8.826e-02, eta: 3 days, 23:41:03, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6285, loss_cls: 2.8120, loss: 2.8120, grad_norm: 2.1527 2021-07-08 16:59:54,943 - mmaction - INFO - Epoch [58][940/1879] lr: 8.826e-02, eta: 3 days, 23:40:41, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6293, loss_cls: 2.8323, loss: 2.8323, grad_norm: 2.1614 2021-07-08 17:00:12,516 - mmaction - INFO - Epoch [58][960/1879] lr: 8.826e-02, eta: 3 days, 23:40:19, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6445, loss_cls: 2.7456, loss: 2.7456, grad_norm: 2.1395 2021-07-08 17:00:29,941 - mmaction - INFO - Epoch [58][980/1879] lr: 8.826e-02, eta: 3 days, 23:39:57, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6375, loss_cls: 2.7649, loss: 2.7649, grad_norm: 2.1473 2021-07-08 17:00:47,473 - mmaction - INFO - Epoch [58][1000/1879] lr: 8.826e-02, eta: 3 days, 23:39:36, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6348, loss_cls: 2.7434, loss: 2.7434, grad_norm: 2.1293 2021-07-08 17:01:04,892 - mmaction - INFO - Epoch [58][1020/1879] lr: 8.826e-02, eta: 3 days, 23:39:14, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6141, loss_cls: 2.8688, loss: 2.8688, grad_norm: 2.0948 2021-07-08 17:01:22,402 - mmaction - INFO - Epoch [58][1040/1879] lr: 8.826e-02, eta: 3 days, 23:38:52, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6223, loss_cls: 2.8342, loss: 2.8342, grad_norm: 2.1151 2021-07-08 17:01:39,902 - mmaction - INFO - Epoch [58][1060/1879] lr: 8.826e-02, eta: 3 days, 23:38:30, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6344, loss_cls: 2.7510, loss: 2.7510, grad_norm: 2.1187 2021-07-08 17:01:57,239 - mmaction - INFO - Epoch [58][1080/1879] lr: 8.826e-02, eta: 3 days, 23:38:08, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6395, loss_cls: 2.7800, loss: 2.7800, grad_norm: 2.1165 2021-07-08 17:02:14,793 - mmaction - INFO - Epoch [58][1100/1879] lr: 8.826e-02, eta: 3 days, 23:37:46, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6168, loss_cls: 2.8330, loss: 2.8330, grad_norm: 2.1551 2021-07-08 17:02:32,230 - mmaction - INFO - Epoch [58][1120/1879] lr: 8.826e-02, eta: 3 days, 23:37:24, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6059, loss_cls: 2.8903, loss: 2.8903, grad_norm: 2.1611 2021-07-08 17:02:49,731 - mmaction - INFO - Epoch [58][1140/1879] lr: 8.826e-02, eta: 3 days, 23:37:02, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6449, loss_cls: 2.7669, loss: 2.7669, grad_norm: 2.1097 2021-07-08 17:03:07,444 - mmaction - INFO - Epoch [58][1160/1879] lr: 8.826e-02, eta: 3 days, 23:36:41, time: 0.888, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6227, loss_cls: 2.7650, loss: 2.7650, grad_norm: 2.1130 2021-07-08 17:03:25,198 - mmaction - INFO - Epoch [58][1180/1879] lr: 8.826e-02, eta: 3 days, 23:36:20, time: 0.886, data_time: 0.003, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6418, loss_cls: 2.7739, loss: 2.7739, grad_norm: 2.1360 2021-07-08 17:03:42,491 - mmaction - INFO - Epoch [58][1200/1879] lr: 8.826e-02, eta: 3 days, 23:35:58, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6238, loss_cls: 2.8431, loss: 2.8431, grad_norm: 2.1123 2021-07-08 17:03:59,918 - mmaction - INFO - Epoch [58][1220/1879] lr: 8.826e-02, eta: 3 days, 23:35:36, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6273, loss_cls: 2.8373, loss: 2.8373, grad_norm: 2.1656 2021-07-08 17:04:17,344 - mmaction - INFO - Epoch [58][1240/1879] lr: 8.826e-02, eta: 3 days, 23:35:14, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6234, loss_cls: 2.8698, loss: 2.8698, grad_norm: 2.1670 2021-07-08 17:04:34,891 - mmaction - INFO - Epoch [58][1260/1879] lr: 8.826e-02, eta: 3 days, 23:34:52, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6254, loss_cls: 2.8099, loss: 2.8099, grad_norm: 2.1337 2021-07-08 17:04:52,289 - mmaction - INFO - Epoch [58][1280/1879] lr: 8.826e-02, eta: 3 days, 23:34:30, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6172, loss_cls: 2.8836, loss: 2.8836, grad_norm: 2.1513 2021-07-08 17:05:09,806 - mmaction - INFO - Epoch [58][1300/1879] lr: 8.826e-02, eta: 3 days, 23:34:08, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6254, loss_cls: 2.8422, loss: 2.8422, grad_norm: 2.1079 2021-07-08 17:05:27,320 - mmaction - INFO - Epoch [58][1320/1879] lr: 8.826e-02, eta: 3 days, 23:33:46, time: 0.873, data_time: 0.000, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6340, loss_cls: 2.7861, loss: 2.7861, grad_norm: 2.1070 2021-07-08 17:05:44,789 - mmaction - INFO - Epoch [58][1340/1879] lr: 8.826e-02, eta: 3 days, 23:33:24, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6438, loss_cls: 2.7598, loss: 2.7598, grad_norm: 2.1104 2021-07-08 17:06:02,346 - mmaction - INFO - Epoch [58][1360/1879] lr: 8.826e-02, eta: 3 days, 23:33:03, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6211, loss_cls: 2.8563, loss: 2.8563, grad_norm: 2.1540 2021-07-08 17:06:19,736 - mmaction - INFO - Epoch [58][1380/1879] lr: 8.826e-02, eta: 3 days, 23:32:41, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6387, loss_cls: 2.7549, loss: 2.7549, grad_norm: 2.1415 2021-07-08 17:06:37,339 - mmaction - INFO - Epoch [58][1400/1879] lr: 8.826e-02, eta: 3 days, 23:32:19, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6387, loss_cls: 2.7341, loss: 2.7341, grad_norm: 2.1278 2021-07-08 17:06:54,702 - mmaction - INFO - Epoch [58][1420/1879] lr: 8.826e-02, eta: 3 days, 23:31:57, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6219, loss_cls: 2.8666, loss: 2.8666, grad_norm: 2.1546 2021-07-08 17:07:12,063 - mmaction - INFO - Epoch [58][1440/1879] lr: 8.826e-02, eta: 3 days, 23:31:35, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6145, loss_cls: 2.8734, loss: 2.8734, grad_norm: 2.1483 2021-07-08 17:07:29,504 - mmaction - INFO - Epoch [58][1460/1879] lr: 8.826e-02, eta: 3 days, 23:31:13, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6438, loss_cls: 2.7381, loss: 2.7381, grad_norm: 2.1106 2021-07-08 17:07:47,020 - mmaction - INFO - Epoch [58][1480/1879] lr: 8.826e-02, eta: 3 days, 23:30:51, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6293, loss_cls: 2.7962, loss: 2.7962, grad_norm: 2.1278 2021-07-08 17:08:04,467 - mmaction - INFO - Epoch [58][1500/1879] lr: 8.826e-02, eta: 3 days, 23:30:29, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6535, loss_cls: 2.6998, loss: 2.6998, grad_norm: 2.1054 2021-07-08 17:08:21,911 - mmaction - INFO - Epoch [58][1520/1879] lr: 8.826e-02, eta: 3 days, 23:30:07, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6238, loss_cls: 2.8613, loss: 2.8613, grad_norm: 2.1768 2021-07-08 17:08:39,267 - mmaction - INFO - Epoch [58][1540/1879] lr: 8.826e-02, eta: 3 days, 23:29:45, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6199, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.1537 2021-07-08 17:08:56,814 - mmaction - INFO - Epoch [58][1560/1879] lr: 8.826e-02, eta: 3 days, 23:29:23, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6363, loss_cls: 2.7705, loss: 2.7705, grad_norm: 2.1624 2021-07-08 17:09:14,281 - mmaction - INFO - Epoch [58][1580/1879] lr: 8.826e-02, eta: 3 days, 23:29:01, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6367, loss_cls: 2.7686, loss: 2.7686, grad_norm: 2.0908 2021-07-08 17:09:31,676 - mmaction - INFO - Epoch [58][1600/1879] lr: 8.826e-02, eta: 3 days, 23:28:39, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6316, loss_cls: 2.7705, loss: 2.7705, grad_norm: 2.1558 2021-07-08 17:09:49,238 - mmaction - INFO - Epoch [58][1620/1879] lr: 8.826e-02, eta: 3 days, 23:28:18, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6230, loss_cls: 2.8142, loss: 2.8142, grad_norm: 2.1340 2021-07-08 17:10:06,728 - mmaction - INFO - Epoch [58][1640/1879] lr: 8.826e-02, eta: 3 days, 23:27:56, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6281, loss_cls: 2.8520, loss: 2.8520, grad_norm: 2.1607 2021-07-08 17:10:24,248 - mmaction - INFO - Epoch [58][1660/1879] lr: 8.826e-02, eta: 3 days, 23:27:34, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6281, loss_cls: 2.8712, loss: 2.8712, grad_norm: 2.1298 2021-07-08 17:10:41,730 - mmaction - INFO - Epoch [58][1680/1879] lr: 8.826e-02, eta: 3 days, 23:27:12, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6336, loss_cls: 2.7303, loss: 2.7303, grad_norm: 2.1681 2021-07-08 17:10:59,190 - mmaction - INFO - Epoch [58][1700/1879] lr: 8.826e-02, eta: 3 days, 23:26:50, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6375, loss_cls: 2.7762, loss: 2.7762, grad_norm: 2.1397 2021-07-08 17:11:16,620 - mmaction - INFO - Epoch [58][1720/1879] lr: 8.826e-02, eta: 3 days, 23:26:28, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6156, loss_cls: 2.8652, loss: 2.8652, grad_norm: 2.1403 2021-07-08 17:11:34,050 - mmaction - INFO - Epoch [58][1740/1879] lr: 8.826e-02, eta: 3 days, 23:26:06, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6254, loss_cls: 2.8251, loss: 2.8251, grad_norm: 2.1089 2021-07-08 17:11:51,433 - mmaction - INFO - Epoch [58][1760/1879] lr: 8.826e-02, eta: 3 days, 23:25:44, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6480, loss_cls: 2.7557, loss: 2.7557, grad_norm: 2.1141 2021-07-08 17:12:08,853 - mmaction - INFO - Epoch [58][1780/1879] lr: 8.826e-02, eta: 3 days, 23:25:22, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6207, loss_cls: 2.8434, loss: 2.8434, grad_norm: 2.1183 2021-07-08 17:12:26,250 - mmaction - INFO - Epoch [58][1800/1879] lr: 8.826e-02, eta: 3 days, 23:25:00, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6266, loss_cls: 2.8104, loss: 2.8104, grad_norm: 2.1255 2021-07-08 17:12:43,689 - mmaction - INFO - Epoch [58][1820/1879] lr: 8.826e-02, eta: 3 days, 23:24:38, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6309, loss_cls: 2.8152, loss: 2.8152, grad_norm: 2.1638 2021-07-08 17:13:01,174 - mmaction - INFO - Epoch [58][1840/1879] lr: 8.826e-02, eta: 3 days, 23:24:17, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6320, loss_cls: 2.7844, loss: 2.7844, grad_norm: 2.1166 2021-07-08 17:13:18,650 - mmaction - INFO - Epoch [58][1860/1879] lr: 8.826e-02, eta: 3 days, 23:23:55, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6211, loss_cls: 2.8249, loss: 2.8249, grad_norm: 2.1168 2021-07-08 17:16:12,761 - mmaction - INFO - Epoch [59][20/1879] lr: 8.786e-02, eta: 3 days, 23:30:08, time: 7.796, data_time: 6.412, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6215, loss_cls: 2.8732, loss: 2.8732, grad_norm: 2.1310 2021-07-08 17:16:29,955 - mmaction - INFO - Epoch [59][40/1879] lr: 8.786e-02, eta: 3 days, 23:29:45, time: 0.858, data_time: 0.006, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6340, loss_cls: 2.8001, loss: 2.8001, grad_norm: 2.1374 2021-07-08 17:16:47,176 - mmaction - INFO - Epoch [59][60/1879] lr: 8.786e-02, eta: 3 days, 23:29:22, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6262, loss_cls: 2.8408, loss: 2.8408, grad_norm: 2.1954 2021-07-08 17:17:04,423 - mmaction - INFO - Epoch [59][80/1879] lr: 8.786e-02, eta: 3 days, 23:29:00, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6270, loss_cls: 2.7984, loss: 2.7984, grad_norm: 2.1552 2021-07-08 17:17:21,841 - mmaction - INFO - Epoch [59][100/1879] lr: 8.786e-02, eta: 3 days, 23:28:37, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6500, loss_cls: 2.7174, loss: 2.7174, grad_norm: 2.1195 2021-07-08 17:17:39,355 - mmaction - INFO - Epoch [59][120/1879] lr: 8.786e-02, eta: 3 days, 23:28:16, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6281, loss_cls: 2.8066, loss: 2.8066, grad_norm: 2.1644 2021-07-08 17:17:56,830 - mmaction - INFO - Epoch [59][140/1879] lr: 8.786e-02, eta: 3 days, 23:27:54, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6234, loss_cls: 2.8110, loss: 2.8110, grad_norm: 2.1522 2021-07-08 17:18:14,348 - mmaction - INFO - Epoch [59][160/1879] lr: 8.786e-02, eta: 3 days, 23:27:32, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6453, loss_cls: 2.7516, loss: 2.7516, grad_norm: 2.1844 2021-07-08 17:18:31,726 - mmaction - INFO - Epoch [59][180/1879] lr: 8.786e-02, eta: 3 days, 23:27:10, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6324, loss_cls: 2.7579, loss: 2.7579, grad_norm: 2.1717 2021-07-08 17:18:49,132 - mmaction - INFO - Epoch [59][200/1879] lr: 8.786e-02, eta: 3 days, 23:26:48, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6359, loss_cls: 2.7779, loss: 2.7779, grad_norm: 2.1509 2021-07-08 17:19:06,564 - mmaction - INFO - Epoch [59][220/1879] lr: 8.786e-02, eta: 3 days, 23:26:25, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6555, loss_cls: 2.7351, loss: 2.7351, grad_norm: 2.2053 2021-07-08 17:19:23,931 - mmaction - INFO - Epoch [59][240/1879] lr: 8.786e-02, eta: 3 days, 23:26:03, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6242, loss_cls: 2.8441, loss: 2.8441, grad_norm: 2.1550 2021-07-08 17:19:41,395 - mmaction - INFO - Epoch [59][260/1879] lr: 8.786e-02, eta: 3 days, 23:25:41, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6258, loss_cls: 2.8017, loss: 2.8017, grad_norm: 2.1505 2021-07-08 17:19:58,791 - mmaction - INFO - Epoch [59][280/1879] lr: 8.786e-02, eta: 3 days, 23:25:19, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6352, loss_cls: 2.7889, loss: 2.7889, grad_norm: 2.2395 2021-07-08 17:20:16,246 - mmaction - INFO - Epoch [59][300/1879] lr: 8.786e-02, eta: 3 days, 23:24:57, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6410, loss_cls: 2.7361, loss: 2.7361, grad_norm: 2.1351 2021-07-08 17:20:33,696 - mmaction - INFO - Epoch [59][320/1879] lr: 8.786e-02, eta: 3 days, 23:24:35, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6379, loss_cls: 2.7557, loss: 2.7557, grad_norm: 2.1196 2021-07-08 17:20:51,267 - mmaction - INFO - Epoch [59][340/1879] lr: 8.786e-02, eta: 3 days, 23:24:14, time: 0.876, data_time: 0.008, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6230, loss_cls: 2.7891, loss: 2.7891, grad_norm: 2.1204 2021-07-08 17:21:08,851 - mmaction - INFO - Epoch [59][360/1879] lr: 8.786e-02, eta: 3 days, 23:23:52, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6473, loss_cls: 2.7262, loss: 2.7262, grad_norm: 2.1248 2021-07-08 17:21:26,266 - mmaction - INFO - Epoch [59][380/1879] lr: 8.786e-02, eta: 3 days, 23:23:30, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6301, loss_cls: 2.8017, loss: 2.8017, grad_norm: 2.2040 2021-07-08 17:21:43,616 - mmaction - INFO - Epoch [59][400/1879] lr: 8.786e-02, eta: 3 days, 23:23:08, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6230, loss_cls: 2.8599, loss: 2.8599, grad_norm: 2.1696 2021-07-08 17:22:01,153 - mmaction - INFO - Epoch [59][420/1879] lr: 8.786e-02, eta: 3 days, 23:22:46, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6309, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.1565 2021-07-08 17:22:18,505 - mmaction - INFO - Epoch [59][440/1879] lr: 8.786e-02, eta: 3 days, 23:22:24, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6500, loss_cls: 2.7093, loss: 2.7093, grad_norm: 2.1889 2021-07-08 17:22:35,971 - mmaction - INFO - Epoch [59][460/1879] lr: 8.786e-02, eta: 3 days, 23:22:02, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6371, loss_cls: 2.7358, loss: 2.7358, grad_norm: 2.1468 2021-07-08 17:22:53,521 - mmaction - INFO - Epoch [59][480/1879] lr: 8.786e-02, eta: 3 days, 23:21:40, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6328, loss_cls: 2.8355, loss: 2.8355, grad_norm: 2.1092 2021-07-08 17:23:10,997 - mmaction - INFO - Epoch [59][500/1879] lr: 8.786e-02, eta: 3 days, 23:21:18, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6336, loss_cls: 2.7950, loss: 2.7950, grad_norm: 2.1484 2021-07-08 17:23:28,472 - mmaction - INFO - Epoch [59][520/1879] lr: 8.786e-02, eta: 3 days, 23:20:56, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6375, loss_cls: 2.7747, loss: 2.7747, grad_norm: 2.1669 2021-07-08 17:23:45,973 - mmaction - INFO - Epoch [59][540/1879] lr: 8.786e-02, eta: 3 days, 23:20:35, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6254, loss_cls: 2.8776, loss: 2.8776, grad_norm: 2.1336 2021-07-08 17:24:03,333 - mmaction - INFO - Epoch [59][560/1879] lr: 8.786e-02, eta: 3 days, 23:20:12, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6305, loss_cls: 2.8091, loss: 2.8091, grad_norm: 2.1762 2021-07-08 17:24:20,852 - mmaction - INFO - Epoch [59][580/1879] lr: 8.786e-02, eta: 3 days, 23:19:51, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6301, loss_cls: 2.8189, loss: 2.8189, grad_norm: 2.1663 2021-07-08 17:24:38,315 - mmaction - INFO - Epoch [59][600/1879] lr: 8.786e-02, eta: 3 days, 23:19:29, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6367, loss_cls: 2.7660, loss: 2.7660, grad_norm: 2.1272 2021-07-08 17:24:55,746 - mmaction - INFO - Epoch [59][620/1879] lr: 8.786e-02, eta: 3 days, 23:19:07, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6496, loss_cls: 2.7021, loss: 2.7021, grad_norm: 2.1480 2021-07-08 17:25:13,210 - mmaction - INFO - Epoch [59][640/1879] lr: 8.786e-02, eta: 3 days, 23:18:45, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6234, loss_cls: 2.8616, loss: 2.8616, grad_norm: 2.1814 2021-07-08 17:25:30,595 - mmaction - INFO - Epoch [59][660/1879] lr: 8.786e-02, eta: 3 days, 23:18:23, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6168, loss_cls: 2.8428, loss: 2.8428, grad_norm: 2.1341 2021-07-08 17:25:47,971 - mmaction - INFO - Epoch [59][680/1879] lr: 8.786e-02, eta: 3 days, 23:18:00, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6277, loss_cls: 2.7976, loss: 2.7976, grad_norm: 2.1146 2021-07-08 17:26:05,436 - mmaction - INFO - Epoch [59][700/1879] lr: 8.786e-02, eta: 3 days, 23:17:39, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6172, loss_cls: 2.8669, loss: 2.8669, grad_norm: 2.1425 2021-07-08 17:26:22,938 - mmaction - INFO - Epoch [59][720/1879] lr: 8.786e-02, eta: 3 days, 23:17:17, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6172, loss_cls: 2.8675, loss: 2.8675, grad_norm: 2.1082 2021-07-08 17:26:40,393 - mmaction - INFO - Epoch [59][740/1879] lr: 8.786e-02, eta: 3 days, 23:16:55, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6430, loss_cls: 2.7499, loss: 2.7499, grad_norm: 2.1485 2021-07-08 17:26:57,757 - mmaction - INFO - Epoch [59][760/1879] lr: 8.786e-02, eta: 3 days, 23:16:32, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6438, loss_cls: 2.7750, loss: 2.7750, grad_norm: 2.1692 2021-07-08 17:27:15,115 - mmaction - INFO - Epoch [59][780/1879] lr: 8.786e-02, eta: 3 days, 23:16:10, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6309, loss_cls: 2.7933, loss: 2.7933, grad_norm: 2.1093 2021-07-08 17:27:32,549 - mmaction - INFO - Epoch [59][800/1879] lr: 8.786e-02, eta: 3 days, 23:15:48, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6359, loss_cls: 2.7890, loss: 2.7890, grad_norm: 2.1519 2021-07-08 17:27:50,003 - mmaction - INFO - Epoch [59][820/1879] lr: 8.786e-02, eta: 3 days, 23:15:26, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6195, loss_cls: 2.8675, loss: 2.8675, grad_norm: 2.1472 2021-07-08 17:28:07,390 - mmaction - INFO - Epoch [59][840/1879] lr: 8.786e-02, eta: 3 days, 23:15:04, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6418, loss_cls: 2.7766, loss: 2.7766, grad_norm: 2.1248 2021-07-08 17:28:24,822 - mmaction - INFO - Epoch [59][860/1879] lr: 8.786e-02, eta: 3 days, 23:14:42, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6398, loss_cls: 2.7687, loss: 2.7687, grad_norm: 2.1942 2021-07-08 17:28:42,220 - mmaction - INFO - Epoch [59][880/1879] lr: 8.786e-02, eta: 3 days, 23:14:20, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6312, loss_cls: 2.8241, loss: 2.8241, grad_norm: 2.1050 2021-07-08 17:28:59,602 - mmaction - INFO - Epoch [59][900/1879] lr: 8.786e-02, eta: 3 days, 23:13:58, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6379, loss_cls: 2.7580, loss: 2.7580, grad_norm: 2.1634 2021-07-08 17:29:17,009 - mmaction - INFO - Epoch [59][920/1879] lr: 8.786e-02, eta: 3 days, 23:13:36, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6246, loss_cls: 2.8339, loss: 2.8339, grad_norm: 2.1800 2021-07-08 17:29:34,398 - mmaction - INFO - Epoch [59][940/1879] lr: 8.786e-02, eta: 3 days, 23:13:14, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6293, loss_cls: 2.8139, loss: 2.8139, grad_norm: 2.1258 2021-07-08 17:29:51,906 - mmaction - INFO - Epoch [59][960/1879] lr: 8.786e-02, eta: 3 days, 23:12:52, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6336, loss_cls: 2.7729, loss: 2.7729, grad_norm: 2.1121 2021-07-08 17:30:09,384 - mmaction - INFO - Epoch [59][980/1879] lr: 8.786e-02, eta: 3 days, 23:12:30, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6340, loss_cls: 2.8169, loss: 2.8169, grad_norm: 2.1742 2021-07-08 17:30:26,782 - mmaction - INFO - Epoch [59][1000/1879] lr: 8.786e-02, eta: 3 days, 23:12:08, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6449, loss_cls: 2.7598, loss: 2.7598, grad_norm: 2.1408 2021-07-08 17:30:44,250 - mmaction - INFO - Epoch [59][1020/1879] lr: 8.786e-02, eta: 3 days, 23:11:46, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6160, loss_cls: 2.8469, loss: 2.8469, grad_norm: 2.0688 2021-07-08 17:31:01,805 - mmaction - INFO - Epoch [59][1040/1879] lr: 8.786e-02, eta: 3 days, 23:11:24, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6160, loss_cls: 2.8567, loss: 2.8567, grad_norm: 2.0978 2021-07-08 17:31:19,325 - mmaction - INFO - Epoch [59][1060/1879] lr: 8.786e-02, eta: 3 days, 23:11:03, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6340, loss_cls: 2.7554, loss: 2.7554, grad_norm: 2.1158 2021-07-08 17:31:36,730 - mmaction - INFO - Epoch [59][1080/1879] lr: 8.786e-02, eta: 3 days, 23:10:41, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6363, loss_cls: 2.7898, loss: 2.7898, grad_norm: 2.1576 2021-07-08 17:31:54,320 - mmaction - INFO - Epoch [59][1100/1879] lr: 8.786e-02, eta: 3 days, 23:10:19, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6332, loss_cls: 2.8219, loss: 2.8219, grad_norm: 2.1154 2021-07-08 17:32:11,648 - mmaction - INFO - Epoch [59][1120/1879] lr: 8.786e-02, eta: 3 days, 23:09:57, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6379, loss_cls: 2.7648, loss: 2.7648, grad_norm: 2.1098 2021-07-08 17:32:29,114 - mmaction - INFO - Epoch [59][1140/1879] lr: 8.786e-02, eta: 3 days, 23:09:35, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6316, loss_cls: 2.7786, loss: 2.7786, grad_norm: 2.1968 2021-07-08 17:32:46,528 - mmaction - INFO - Epoch [59][1160/1879] lr: 8.786e-02, eta: 3 days, 23:09:13, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6297, loss_cls: 2.8289, loss: 2.8289, grad_norm: 2.1040 2021-07-08 17:33:04,084 - mmaction - INFO - Epoch [59][1180/1879] lr: 8.786e-02, eta: 3 days, 23:08:52, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6246, loss_cls: 2.7968, loss: 2.7968, grad_norm: 2.1209 2021-07-08 17:33:21,492 - mmaction - INFO - Epoch [59][1200/1879] lr: 8.786e-02, eta: 3 days, 23:08:29, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6379, loss_cls: 2.7833, loss: 2.7833, grad_norm: 2.1728 2021-07-08 17:33:38,928 - mmaction - INFO - Epoch [59][1220/1879] lr: 8.786e-02, eta: 3 days, 23:08:07, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6152, loss_cls: 2.8580, loss: 2.8580, grad_norm: 2.1493 2021-07-08 17:33:56,317 - mmaction - INFO - Epoch [59][1240/1879] lr: 8.786e-02, eta: 3 days, 23:07:45, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3613, top5_acc: 0.6211, loss_cls: 2.8917, loss: 2.8917, grad_norm: 2.1285 2021-07-08 17:34:13,722 - mmaction - INFO - Epoch [59][1260/1879] lr: 8.786e-02, eta: 3 days, 23:07:23, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6301, loss_cls: 2.8208, loss: 2.8208, grad_norm: 2.0896 2021-07-08 17:34:31,186 - mmaction - INFO - Epoch [59][1280/1879] lr: 8.786e-02, eta: 3 days, 23:07:01, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6367, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.1924 2021-07-08 17:34:48,671 - mmaction - INFO - Epoch [59][1300/1879] lr: 8.786e-02, eta: 3 days, 23:06:40, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6219, loss_cls: 2.8320, loss: 2.8320, grad_norm: 2.1827 2021-07-08 17:35:06,059 - mmaction - INFO - Epoch [59][1320/1879] lr: 8.786e-02, eta: 3 days, 23:06:18, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6355, loss_cls: 2.8014, loss: 2.8014, grad_norm: 2.1727 2021-07-08 17:35:23,566 - mmaction - INFO - Epoch [59][1340/1879] lr: 8.786e-02, eta: 3 days, 23:05:56, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6172, loss_cls: 2.8791, loss: 2.8791, grad_norm: 2.1397 2021-07-08 17:35:41,054 - mmaction - INFO - Epoch [59][1360/1879] lr: 8.786e-02, eta: 3 days, 23:05:34, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6410, loss_cls: 2.7663, loss: 2.7663, grad_norm: 2.1365 2021-07-08 17:35:58,542 - mmaction - INFO - Epoch [59][1380/1879] lr: 8.786e-02, eta: 3 days, 23:05:12, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6465, loss_cls: 2.7869, loss: 2.7869, grad_norm: 2.1903 2021-07-08 17:36:16,007 - mmaction - INFO - Epoch [59][1400/1879] lr: 8.786e-02, eta: 3 days, 23:04:51, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6258, loss_cls: 2.8265, loss: 2.8265, grad_norm: 2.1398 2021-07-08 17:36:33,343 - mmaction - INFO - Epoch [59][1420/1879] lr: 8.786e-02, eta: 3 days, 23:04:28, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6285, loss_cls: 2.7864, loss: 2.7864, grad_norm: 2.1191 2021-07-08 17:36:50,693 - mmaction - INFO - Epoch [59][1440/1879] lr: 8.786e-02, eta: 3 days, 23:04:06, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6297, loss_cls: 2.7804, loss: 2.7804, grad_norm: 2.1153 2021-07-08 17:37:08,205 - mmaction - INFO - Epoch [59][1460/1879] lr: 8.786e-02, eta: 3 days, 23:03:44, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6301, loss_cls: 2.8381, loss: 2.8381, grad_norm: 2.1384 2021-07-08 17:37:25,628 - mmaction - INFO - Epoch [59][1480/1879] lr: 8.786e-02, eta: 3 days, 23:03:22, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6250, loss_cls: 2.8368, loss: 2.8368, grad_norm: 2.1278 2021-07-08 17:37:42,976 - mmaction - INFO - Epoch [59][1500/1879] lr: 8.786e-02, eta: 3 days, 23:03:00, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3586, top5_acc: 0.6180, loss_cls: 2.8740, loss: 2.8740, grad_norm: 2.1456 2021-07-08 17:38:00,522 - mmaction - INFO - Epoch [59][1520/1879] lr: 8.786e-02, eta: 3 days, 23:02:38, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6289, loss_cls: 2.7700, loss: 2.7700, grad_norm: 2.1455 2021-07-08 17:38:18,032 - mmaction - INFO - Epoch [59][1540/1879] lr: 8.786e-02, eta: 3 days, 23:02:17, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6234, loss_cls: 2.8325, loss: 2.8325, grad_norm: 2.1145 2021-07-08 17:38:35,559 - mmaction - INFO - Epoch [59][1560/1879] lr: 8.786e-02, eta: 3 days, 23:01:55, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6383, loss_cls: 2.7782, loss: 2.7782, grad_norm: 2.1896 2021-07-08 17:38:52,954 - mmaction - INFO - Epoch [59][1580/1879] lr: 8.786e-02, eta: 3 days, 23:01:33, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6184, loss_cls: 2.8771, loss: 2.8771, grad_norm: 2.1507 2021-07-08 17:39:10,422 - mmaction - INFO - Epoch [59][1600/1879] lr: 8.786e-02, eta: 3 days, 23:01:11, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6410, loss_cls: 2.8110, loss: 2.8110, grad_norm: 2.1425 2021-07-08 17:39:27,948 - mmaction - INFO - Epoch [59][1620/1879] lr: 8.786e-02, eta: 3 days, 23:00:50, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6281, loss_cls: 2.8015, loss: 2.8015, grad_norm: 2.1119 2021-07-08 17:39:45,329 - mmaction - INFO - Epoch [59][1640/1879] lr: 8.786e-02, eta: 3 days, 23:00:28, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6328, loss_cls: 2.8400, loss: 2.8400, grad_norm: 2.1191 2021-07-08 17:40:02,877 - mmaction - INFO - Epoch [59][1660/1879] lr: 8.786e-02, eta: 3 days, 23:00:06, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6293, loss_cls: 2.8046, loss: 2.8046, grad_norm: 2.1712 2021-07-08 17:40:20,275 - mmaction - INFO - Epoch [59][1680/1879] lr: 8.786e-02, eta: 3 days, 22:59:44, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6180, loss_cls: 2.7962, loss: 2.7962, grad_norm: 2.1370 2021-07-08 17:40:37,816 - mmaction - INFO - Epoch [59][1700/1879] lr: 8.786e-02, eta: 3 days, 22:59:22, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6457, loss_cls: 2.7894, loss: 2.7894, grad_norm: 2.1240 2021-07-08 17:40:55,307 - mmaction - INFO - Epoch [59][1720/1879] lr: 8.786e-02, eta: 3 days, 22:59:01, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6402, loss_cls: 2.7965, loss: 2.7965, grad_norm: 2.1893 2021-07-08 17:41:12,823 - mmaction - INFO - Epoch [59][1740/1879] lr: 8.786e-02, eta: 3 days, 22:58:39, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6324, loss_cls: 2.8236, loss: 2.8236, grad_norm: 2.1552 2021-07-08 17:41:30,296 - mmaction - INFO - Epoch [59][1760/1879] lr: 8.786e-02, eta: 3 days, 22:58:17, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6312, loss_cls: 2.8397, loss: 2.8397, grad_norm: 2.1568 2021-07-08 17:41:47,672 - mmaction - INFO - Epoch [59][1780/1879] lr: 8.786e-02, eta: 3 days, 22:57:55, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6305, loss_cls: 2.8429, loss: 2.8429, grad_norm: 2.1268 2021-07-08 17:42:05,117 - mmaction - INFO - Epoch [59][1800/1879] lr: 8.786e-02, eta: 3 days, 22:57:33, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6383, loss_cls: 2.7500, loss: 2.7500, grad_norm: 2.1246 2021-07-08 17:42:22,544 - mmaction - INFO - Epoch [59][1820/1879] lr: 8.786e-02, eta: 3 days, 22:57:11, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6227, loss_cls: 2.8169, loss: 2.8169, grad_norm: 2.1749 2021-07-08 17:42:40,053 - mmaction - INFO - Epoch [59][1840/1879] lr: 8.786e-02, eta: 3 days, 22:56:50, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6359, loss_cls: 2.7774, loss: 2.7774, grad_norm: 2.1414 2021-07-08 17:42:57,434 - mmaction - INFO - Epoch [59][1860/1879] lr: 8.786e-02, eta: 3 days, 22:56:28, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3602, top5_acc: 0.6188, loss_cls: 2.8969, loss: 2.8969, grad_norm: 2.2017 2021-07-08 17:45:46,333 - mmaction - INFO - Epoch [60][20/1879] lr: 8.746e-02, eta: 3 days, 23:01:51, time: 7.181, data_time: 6.152, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6562, loss_cls: 2.7210, loss: 2.7210, grad_norm: 2.1415 2021-07-08 17:46:03,315 - mmaction - INFO - Epoch [60][40/1879] lr: 8.746e-02, eta: 3 days, 23:01:27, time: 0.850, data_time: 0.007, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6199, loss_cls: 2.7946, loss: 2.7946, grad_norm: 2.1315 2021-07-08 17:46:20,426 - mmaction - INFO - Epoch [60][60/1879] lr: 8.746e-02, eta: 3 days, 23:01:04, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6531, loss_cls: 2.6644, loss: 2.6644, grad_norm: 2.0825 2021-07-08 17:46:37,742 - mmaction - INFO - Epoch [60][80/1879] lr: 8.746e-02, eta: 3 days, 23:00:42, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6508, loss_cls: 2.6603, loss: 2.6603, grad_norm: 2.1486 2021-07-08 17:46:55,089 - mmaction - INFO - Epoch [60][100/1879] lr: 8.746e-02, eta: 3 days, 23:00:20, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6477, loss_cls: 2.6943, loss: 2.6943, grad_norm: 2.1666 2021-07-08 17:47:12,632 - mmaction - INFO - Epoch [60][120/1879] lr: 8.746e-02, eta: 3 days, 22:59:58, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6391, loss_cls: 2.7614, loss: 2.7614, grad_norm: 2.1544 2021-07-08 17:47:29,999 - mmaction - INFO - Epoch [60][140/1879] lr: 8.746e-02, eta: 3 days, 22:59:36, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6324, loss_cls: 2.7854, loss: 2.7854, grad_norm: 2.1611 2021-07-08 17:47:47,403 - mmaction - INFO - Epoch [60][160/1879] lr: 8.746e-02, eta: 3 days, 22:59:14, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6441, loss_cls: 2.7300, loss: 2.7300, grad_norm: 2.1287 2021-07-08 17:48:04,908 - mmaction - INFO - Epoch [60][180/1879] lr: 8.746e-02, eta: 3 days, 22:58:52, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6398, loss_cls: 2.7681, loss: 2.7681, grad_norm: 2.1546 2021-07-08 17:48:22,198 - mmaction - INFO - Epoch [60][200/1879] lr: 8.746e-02, eta: 3 days, 22:58:29, time: 0.862, data_time: 0.001, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6266, loss_cls: 2.8145, loss: 2.8145, grad_norm: 2.1824 2021-07-08 17:48:39,522 - mmaction - INFO - Epoch [60][220/1879] lr: 8.746e-02, eta: 3 days, 22:58:07, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6332, loss_cls: 2.7937, loss: 2.7937, grad_norm: 2.2115 2021-07-08 17:48:56,918 - mmaction - INFO - Epoch [60][240/1879] lr: 8.746e-02, eta: 3 days, 22:57:45, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6215, loss_cls: 2.7944, loss: 2.7944, grad_norm: 2.1308 2021-07-08 17:49:14,363 - mmaction - INFO - Epoch [60][260/1879] lr: 8.746e-02, eta: 3 days, 22:57:23, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6379, loss_cls: 2.7574, loss: 2.7574, grad_norm: 2.1240 2021-07-08 17:49:31,790 - mmaction - INFO - Epoch [60][280/1879] lr: 8.746e-02, eta: 3 days, 22:57:01, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6430, loss_cls: 2.7444, loss: 2.7444, grad_norm: 2.1346 2021-07-08 17:49:49,379 - mmaction - INFO - Epoch [60][300/1879] lr: 8.746e-02, eta: 3 days, 22:56:40, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6410, loss_cls: 2.7526, loss: 2.7526, grad_norm: 2.1352 2021-07-08 17:50:06,970 - mmaction - INFO - Epoch [60][320/1879] lr: 8.746e-02, eta: 3 days, 22:56:18, time: 0.879, data_time: 0.001, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6395, loss_cls: 2.7484, loss: 2.7484, grad_norm: 2.1379 2021-07-08 17:50:24,494 - mmaction - INFO - Epoch [60][340/1879] lr: 8.746e-02, eta: 3 days, 22:55:57, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6238, loss_cls: 2.8632, loss: 2.8632, grad_norm: 2.2085 2021-07-08 17:50:41,966 - mmaction - INFO - Epoch [60][360/1879] lr: 8.746e-02, eta: 3 days, 22:55:35, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6250, loss_cls: 2.8202, loss: 2.8202, grad_norm: 2.1791 2021-07-08 17:50:59,464 - mmaction - INFO - Epoch [60][380/1879] lr: 8.746e-02, eta: 3 days, 22:55:13, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6207, loss_cls: 2.8693, loss: 2.8693, grad_norm: 2.2126 2021-07-08 17:51:16,903 - mmaction - INFO - Epoch [60][400/1879] lr: 8.746e-02, eta: 3 days, 22:54:51, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6301, loss_cls: 2.7850, loss: 2.7850, grad_norm: 2.1343 2021-07-08 17:51:34,401 - mmaction - INFO - Epoch [60][420/1879] lr: 8.746e-02, eta: 3 days, 22:54:29, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6301, loss_cls: 2.7943, loss: 2.7943, grad_norm: 2.1297 2021-07-08 17:51:51,828 - mmaction - INFO - Epoch [60][440/1879] lr: 8.746e-02, eta: 3 days, 22:54:07, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6367, loss_cls: 2.8135, loss: 2.8135, grad_norm: 2.1613 2021-07-08 17:52:09,405 - mmaction - INFO - Epoch [60][460/1879] lr: 8.746e-02, eta: 3 days, 22:53:46, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6270, loss_cls: 2.8261, loss: 2.8261, grad_norm: 2.1577 2021-07-08 17:52:26,866 - mmaction - INFO - Epoch [60][480/1879] lr: 8.746e-02, eta: 3 days, 22:53:24, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6469, loss_cls: 2.7603, loss: 2.7603, grad_norm: 2.1180 2021-07-08 17:52:44,264 - mmaction - INFO - Epoch [60][500/1879] lr: 8.746e-02, eta: 3 days, 22:53:02, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6406, loss_cls: 2.8047, loss: 2.8047, grad_norm: 2.1493 2021-07-08 17:53:01,685 - mmaction - INFO - Epoch [60][520/1879] lr: 8.746e-02, eta: 3 days, 22:52:40, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6438, loss_cls: 2.7781, loss: 2.7781, grad_norm: 2.1251 2021-07-08 17:53:19,103 - mmaction - INFO - Epoch [60][540/1879] lr: 8.746e-02, eta: 3 days, 22:52:18, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6426, loss_cls: 2.7338, loss: 2.7338, grad_norm: 2.1263 2021-07-08 17:53:36,665 - mmaction - INFO - Epoch [60][560/1879] lr: 8.746e-02, eta: 3 days, 22:51:56, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6328, loss_cls: 2.8095, loss: 2.8095, grad_norm: 2.1375 2021-07-08 17:53:54,117 - mmaction - INFO - Epoch [60][580/1879] lr: 8.746e-02, eta: 3 days, 22:51:34, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6371, loss_cls: 2.8341, loss: 2.8341, grad_norm: 2.1540 2021-07-08 17:54:11,569 - mmaction - INFO - Epoch [60][600/1879] lr: 8.746e-02, eta: 3 days, 22:51:13, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6352, loss_cls: 2.7618, loss: 2.7618, grad_norm: 2.1604 2021-07-08 17:54:29,182 - mmaction - INFO - Epoch [60][620/1879] lr: 8.746e-02, eta: 3 days, 22:50:51, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6312, loss_cls: 2.8592, loss: 2.8592, grad_norm: 2.1530 2021-07-08 17:54:46,667 - mmaction - INFO - Epoch [60][640/1879] lr: 8.746e-02, eta: 3 days, 22:50:29, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6621, loss_cls: 2.6476, loss: 2.6476, grad_norm: 2.0845 2021-07-08 17:55:04,192 - mmaction - INFO - Epoch [60][660/1879] lr: 8.746e-02, eta: 3 days, 22:50:08, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6312, loss_cls: 2.7580, loss: 2.7580, grad_norm: 2.1723 2021-07-08 17:55:21,734 - mmaction - INFO - Epoch [60][680/1879] lr: 8.746e-02, eta: 3 days, 22:49:46, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6418, loss_cls: 2.7040, loss: 2.7040, grad_norm: 2.1759 2021-07-08 17:55:39,215 - mmaction - INFO - Epoch [60][700/1879] lr: 8.746e-02, eta: 3 days, 22:49:24, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6219, loss_cls: 2.8283, loss: 2.8283, grad_norm: 2.1998 2021-07-08 17:55:56,652 - mmaction - INFO - Epoch [60][720/1879] lr: 8.746e-02, eta: 3 days, 22:49:02, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6496, loss_cls: 2.7177, loss: 2.7177, grad_norm: 2.1565 2021-07-08 17:56:14,159 - mmaction - INFO - Epoch [60][740/1879] lr: 8.746e-02, eta: 3 days, 22:48:41, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6410, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.1918 2021-07-08 17:56:31,777 - mmaction - INFO - Epoch [60][760/1879] lr: 8.746e-02, eta: 3 days, 22:48:19, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6359, loss_cls: 2.7853, loss: 2.7853, grad_norm: 2.1792 2021-07-08 17:56:49,205 - mmaction - INFO - Epoch [60][780/1879] lr: 8.746e-02, eta: 3 days, 22:47:57, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6293, loss_cls: 2.8194, loss: 2.8194, grad_norm: 2.1659 2021-07-08 17:57:06,600 - mmaction - INFO - Epoch [60][800/1879] lr: 8.746e-02, eta: 3 days, 22:47:36, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6480, loss_cls: 2.7477, loss: 2.7477, grad_norm: 2.1204 2021-07-08 17:57:24,110 - mmaction - INFO - Epoch [60][820/1879] lr: 8.746e-02, eta: 3 days, 22:47:14, time: 0.876, data_time: 0.000, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6355, loss_cls: 2.7692, loss: 2.7692, grad_norm: 2.1611 2021-07-08 17:57:41,584 - mmaction - INFO - Epoch [60][840/1879] lr: 8.746e-02, eta: 3 days, 22:46:52, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6363, loss_cls: 2.7963, loss: 2.7963, grad_norm: 2.2030 2021-07-08 17:57:59,055 - mmaction - INFO - Epoch [60][860/1879] lr: 8.746e-02, eta: 3 days, 22:46:30, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6133, loss_cls: 2.8959, loss: 2.8959, grad_norm: 2.1794 2021-07-08 17:58:16,587 - mmaction - INFO - Epoch [60][880/1879] lr: 8.746e-02, eta: 3 days, 22:46:09, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6324, loss_cls: 2.7722, loss: 2.7722, grad_norm: 2.1538 2021-07-08 17:58:34,066 - mmaction - INFO - Epoch [60][900/1879] lr: 8.746e-02, eta: 3 days, 22:45:47, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6375, loss_cls: 2.8119, loss: 2.8119, grad_norm: 2.1748 2021-07-08 17:58:51,491 - mmaction - INFO - Epoch [60][920/1879] lr: 8.746e-02, eta: 3 days, 22:45:25, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6152, loss_cls: 2.8683, loss: 2.8683, grad_norm: 2.1991 2021-07-08 17:59:08,875 - mmaction - INFO - Epoch [60][940/1879] lr: 8.746e-02, eta: 3 days, 22:45:03, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6316, loss_cls: 2.7730, loss: 2.7730, grad_norm: 2.1515 2021-07-08 17:59:26,391 - mmaction - INFO - Epoch [60][960/1879] lr: 8.746e-02, eta: 3 days, 22:44:41, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6332, loss_cls: 2.8220, loss: 2.8220, grad_norm: 2.1645 2021-07-08 17:59:43,785 - mmaction - INFO - Epoch [60][980/1879] lr: 8.746e-02, eta: 3 days, 22:44:19, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6359, loss_cls: 2.7764, loss: 2.7764, grad_norm: 2.2275 2021-07-08 18:00:01,240 - mmaction - INFO - Epoch [60][1000/1879] lr: 8.746e-02, eta: 3 days, 22:43:57, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6383, loss_cls: 2.7443, loss: 2.7443, grad_norm: 2.1206 2021-07-08 18:00:27,623 - mmaction - INFO - Epoch [60][1020/1879] lr: 8.746e-02, eta: 3 days, 22:44:05, time: 1.316, data_time: 0.004, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6219, loss_cls: 2.8421, loss: 2.8421, grad_norm: 2.1774 2021-07-08 18:00:45,174 - mmaction - INFO - Epoch [60][1040/1879] lr: 8.746e-02, eta: 3 days, 22:43:43, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6234, loss_cls: 2.8134, loss: 2.8134, grad_norm: 2.0932 2021-07-08 18:01:02,620 - mmaction - INFO - Epoch [60][1060/1879] lr: 8.746e-02, eta: 3 days, 22:43:21, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6270, loss_cls: 2.8234, loss: 2.8234, grad_norm: 2.1281 2021-07-08 18:01:20,111 - mmaction - INFO - Epoch [60][1080/1879] lr: 8.746e-02, eta: 3 days, 22:43:00, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6492, loss_cls: 2.7103, loss: 2.7103, grad_norm: 2.1365 2021-07-08 18:01:37,675 - mmaction - INFO - Epoch [60][1100/1879] lr: 8.746e-02, eta: 3 days, 22:42:38, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6426, loss_cls: 2.7810, loss: 2.7810, grad_norm: 2.1674 2021-07-08 18:01:55,269 - mmaction - INFO - Epoch [60][1120/1879] lr: 8.746e-02, eta: 3 days, 22:42:17, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6418, loss_cls: 2.7879, loss: 2.7879, grad_norm: 2.1978 2021-07-08 18:02:12,716 - mmaction - INFO - Epoch [60][1140/1879] lr: 8.746e-02, eta: 3 days, 22:41:55, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6344, loss_cls: 2.8026, loss: 2.8026, grad_norm: 2.1582 2021-07-08 18:02:30,175 - mmaction - INFO - Epoch [60][1160/1879] lr: 8.746e-02, eta: 3 days, 22:41:33, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6312, loss_cls: 2.8023, loss: 2.8023, grad_norm: 2.1545 2021-07-08 18:02:47,651 - mmaction - INFO - Epoch [60][1180/1879] lr: 8.746e-02, eta: 3 days, 22:41:11, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6238, loss_cls: 2.8621, loss: 2.8621, grad_norm: 2.1604 2021-07-08 18:03:05,338 - mmaction - INFO - Epoch [60][1200/1879] lr: 8.746e-02, eta: 3 days, 22:40:50, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6418, loss_cls: 2.7395, loss: 2.7395, grad_norm: 2.1472 2021-07-08 18:03:22,851 - mmaction - INFO - Epoch [60][1220/1879] lr: 8.746e-02, eta: 3 days, 22:40:29, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6219, loss_cls: 2.8006, loss: 2.8006, grad_norm: 2.1678 2021-07-08 18:03:40,269 - mmaction - INFO - Epoch [60][1240/1879] lr: 8.746e-02, eta: 3 days, 22:40:07, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6098, loss_cls: 2.8779, loss: 2.8779, grad_norm: 2.1891 2021-07-08 18:03:57,835 - mmaction - INFO - Epoch [60][1260/1879] lr: 8.746e-02, eta: 3 days, 22:39:45, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6375, loss_cls: 2.7671, loss: 2.7671, grad_norm: 2.1796 2021-07-08 18:04:15,370 - mmaction - INFO - Epoch [60][1280/1879] lr: 8.746e-02, eta: 3 days, 22:39:23, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6359, loss_cls: 2.7854, loss: 2.7854, grad_norm: 2.1686 2021-07-08 18:04:32,877 - mmaction - INFO - Epoch [60][1300/1879] lr: 8.746e-02, eta: 3 days, 22:39:02, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6375, loss_cls: 2.7861, loss: 2.7861, grad_norm: 2.1319 2021-07-08 18:04:50,387 - mmaction - INFO - Epoch [60][1320/1879] lr: 8.746e-02, eta: 3 days, 22:38:40, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6246, loss_cls: 2.7922, loss: 2.7922, grad_norm: 2.1260 2021-07-08 18:05:07,825 - mmaction - INFO - Epoch [60][1340/1879] lr: 8.746e-02, eta: 3 days, 22:38:18, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6367, loss_cls: 2.7825, loss: 2.7825, grad_norm: 2.1220 2021-07-08 18:05:25,301 - mmaction - INFO - Epoch [60][1360/1879] lr: 8.746e-02, eta: 3 days, 22:37:57, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6297, loss_cls: 2.7862, loss: 2.7862, grad_norm: 2.1970 2021-07-08 18:05:42,747 - mmaction - INFO - Epoch [60][1380/1879] lr: 8.746e-02, eta: 3 days, 22:37:35, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6359, loss_cls: 2.7426, loss: 2.7426, grad_norm: 2.1033 2021-07-08 18:06:00,339 - mmaction - INFO - Epoch [60][1400/1879] lr: 8.746e-02, eta: 3 days, 22:37:13, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6422, loss_cls: 2.7707, loss: 2.7707, grad_norm: 2.1222 2021-07-08 18:06:17,745 - mmaction - INFO - Epoch [60][1420/1879] lr: 8.746e-02, eta: 3 days, 22:36:51, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6250, loss_cls: 2.7693, loss: 2.7693, grad_norm: 2.1503 2021-07-08 18:06:35,293 - mmaction - INFO - Epoch [60][1440/1879] lr: 8.746e-02, eta: 3 days, 22:36:30, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6203, loss_cls: 2.8361, loss: 2.8361, grad_norm: 2.2089 2021-07-08 18:06:52,855 - mmaction - INFO - Epoch [60][1460/1879] lr: 8.746e-02, eta: 3 days, 22:36:08, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6336, loss_cls: 2.8074, loss: 2.8074, grad_norm: 2.1308 2021-07-08 18:07:10,342 - mmaction - INFO - Epoch [60][1480/1879] lr: 8.746e-02, eta: 3 days, 22:35:47, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6418, loss_cls: 2.7709, loss: 2.7709, grad_norm: 2.1326 2021-07-08 18:07:27,870 - mmaction - INFO - Epoch [60][1500/1879] lr: 8.746e-02, eta: 3 days, 22:35:25, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6277, loss_cls: 2.8083, loss: 2.8083, grad_norm: 2.1441 2021-07-08 18:07:45,382 - mmaction - INFO - Epoch [60][1520/1879] lr: 8.746e-02, eta: 3 days, 22:35:03, time: 0.877, data_time: 0.007, memory: 6462, top1_acc: 0.3539, top5_acc: 0.6125, loss_cls: 2.8855, loss: 2.8855, grad_norm: 2.1310 2021-07-08 18:08:02,845 - mmaction - INFO - Epoch [60][1540/1879] lr: 8.746e-02, eta: 3 days, 22:34:42, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6418, loss_cls: 2.7809, loss: 2.7809, grad_norm: 2.1362 2021-07-08 18:08:20,366 - mmaction - INFO - Epoch [60][1560/1879] lr: 8.746e-02, eta: 3 days, 22:34:20, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6316, loss_cls: 2.8178, loss: 2.8178, grad_norm: 2.1502 2021-07-08 18:08:37,743 - mmaction - INFO - Epoch [60][1580/1879] lr: 8.746e-02, eta: 3 days, 22:33:58, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6258, loss_cls: 2.8581, loss: 2.8581, grad_norm: 2.1895 2021-07-08 18:08:55,278 - mmaction - INFO - Epoch [60][1600/1879] lr: 8.746e-02, eta: 3 days, 22:33:37, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6367, loss_cls: 2.7589, loss: 2.7589, grad_norm: 2.1287 2021-07-08 18:09:12,777 - mmaction - INFO - Epoch [60][1620/1879] lr: 8.746e-02, eta: 3 days, 22:33:15, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6242, loss_cls: 2.8475, loss: 2.8475, grad_norm: 2.1711 2021-07-08 18:09:30,310 - mmaction - INFO - Epoch [60][1640/1879] lr: 8.746e-02, eta: 3 days, 22:32:53, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6312, loss_cls: 2.7912, loss: 2.7912, grad_norm: 2.1637 2021-07-08 18:09:47,718 - mmaction - INFO - Epoch [60][1660/1879] lr: 8.746e-02, eta: 3 days, 22:32:31, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6320, loss_cls: 2.8315, loss: 2.8315, grad_norm: 2.1072 2021-07-08 18:10:05,295 - mmaction - INFO - Epoch [60][1680/1879] lr: 8.746e-02, eta: 3 days, 22:32:10, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6195, loss_cls: 2.8103, loss: 2.8103, grad_norm: 2.0907 2021-07-08 18:10:22,731 - mmaction - INFO - Epoch [60][1700/1879] lr: 8.746e-02, eta: 3 days, 22:31:48, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6293, loss_cls: 2.8172, loss: 2.8172, grad_norm: 2.1340 2021-07-08 18:10:40,226 - mmaction - INFO - Epoch [60][1720/1879] lr: 8.746e-02, eta: 3 days, 22:31:26, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6312, loss_cls: 2.8078, loss: 2.8078, grad_norm: 2.1028 2021-07-08 18:10:57,640 - mmaction - INFO - Epoch [60][1740/1879] lr: 8.746e-02, eta: 3 days, 22:31:05, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6398, loss_cls: 2.8328, loss: 2.8328, grad_norm: 2.1371 2021-07-08 18:11:15,261 - mmaction - INFO - Epoch [60][1760/1879] lr: 8.746e-02, eta: 3 days, 22:30:43, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6328, loss_cls: 2.7496, loss: 2.7496, grad_norm: 2.1823 2021-07-08 18:11:32,702 - mmaction - INFO - Epoch [60][1780/1879] lr: 8.746e-02, eta: 3 days, 22:30:21, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6238, loss_cls: 2.8647, loss: 2.8647, grad_norm: 2.2211 2021-07-08 18:11:50,103 - mmaction - INFO - Epoch [60][1800/1879] lr: 8.746e-02, eta: 3 days, 22:29:59, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6336, loss_cls: 2.7953, loss: 2.7953, grad_norm: 2.1240 2021-07-08 18:12:07,658 - mmaction - INFO - Epoch [60][1820/1879] lr: 8.746e-02, eta: 3 days, 22:29:38, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6211, loss_cls: 2.8446, loss: 2.8446, grad_norm: 2.1694 2021-07-08 18:12:25,186 - mmaction - INFO - Epoch [60][1840/1879] lr: 8.746e-02, eta: 3 days, 22:29:16, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6293, loss_cls: 2.8368, loss: 2.8368, grad_norm: 2.1594 2021-07-08 18:12:42,684 - mmaction - INFO - Epoch [60][1860/1879] lr: 8.746e-02, eta: 3 days, 22:28:55, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6281, loss_cls: 2.8159, loss: 2.8159, grad_norm: 2.1387 2021-07-08 18:17:13,453 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 18:17:14,251 - mmaction - INFO - top1_acc 0.4488 top5_acc 0.7113 2021-07-08 18:17:14,252 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 18:17:14,309 - mmaction - INFO - mean_acc 0.4486 2021-07-08 18:17:15,918 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_60.pth. 2021-07-08 18:17:15,918 - mmaction - INFO - Best top1_acc is 0.4488 at 60 epoch. 2021-07-08 18:17:15,924 - mmaction - INFO - Saving checkpoint at 60 epochs 2021-07-08 18:17:16,541 - mmaction - INFO - Epoch(val) [60][155] top1_acc: 0.4488, top5_acc: 0.7113, mean_class_accuracy: 0.4486 2021-07-08 18:18:45,807 - mmaction - INFO - Epoch [61][20/1879] lr: 8.705e-02, eta: 3 days, 22:31:12, time: 4.460, data_time: 3.298, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6312, loss_cls: 2.8106, loss: 2.8106, grad_norm: 2.1772 2021-07-08 18:19:02,900 - mmaction - INFO - Epoch [61][40/1879] lr: 8.705e-02, eta: 3 days, 22:30:49, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6406, loss_cls: 2.7570, loss: 2.7570, grad_norm: 2.1839 2021-07-08 18:19:20,140 - mmaction - INFO - Epoch [61][60/1879] lr: 8.705e-02, eta: 3 days, 22:30:27, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6504, loss_cls: 2.6872, loss: 2.6872, grad_norm: 2.1294 2021-07-08 18:19:37,504 - mmaction - INFO - Epoch [61][80/1879] lr: 8.705e-02, eta: 3 days, 22:30:05, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6430, loss_cls: 2.7376, loss: 2.7376, grad_norm: 2.2105 2021-07-08 18:19:54,819 - mmaction - INFO - Epoch [61][100/1879] lr: 8.705e-02, eta: 3 days, 22:29:42, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6277, loss_cls: 2.8293, loss: 2.8293, grad_norm: 2.1823 2021-07-08 18:20:12,515 - mmaction - INFO - Epoch [61][120/1879] lr: 8.705e-02, eta: 3 days, 22:29:21, time: 0.886, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6305, loss_cls: 2.8158, loss: 2.8158, grad_norm: 2.1919 2021-07-08 18:20:30,074 - mmaction - INFO - Epoch [61][140/1879] lr: 8.705e-02, eta: 3 days, 22:29:00, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6379, loss_cls: 2.7590, loss: 2.7590, grad_norm: 2.1507 2021-07-08 18:20:47,574 - mmaction - INFO - Epoch [61][160/1879] lr: 8.705e-02, eta: 3 days, 22:28:38, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6344, loss_cls: 2.7785, loss: 2.7785, grad_norm: 2.1425 2021-07-08 18:21:05,103 - mmaction - INFO - Epoch [61][180/1879] lr: 8.705e-02, eta: 3 days, 22:28:17, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6406, loss_cls: 2.7691, loss: 2.7691, grad_norm: 2.1346 2021-07-08 18:21:22,459 - mmaction - INFO - Epoch [61][200/1879] lr: 8.705e-02, eta: 3 days, 22:27:55, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6266, loss_cls: 2.8464, loss: 2.8464, grad_norm: 2.0981 2021-07-08 18:21:39,969 - mmaction - INFO - Epoch [61][220/1879] lr: 8.705e-02, eta: 3 days, 22:27:33, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6469, loss_cls: 2.7021, loss: 2.7021, grad_norm: 2.0840 2021-07-08 18:21:57,327 - mmaction - INFO - Epoch [61][240/1879] lr: 8.705e-02, eta: 3 days, 22:27:11, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6410, loss_cls: 2.7409, loss: 2.7409, grad_norm: 2.1022 2021-07-08 18:22:14,723 - mmaction - INFO - Epoch [61][260/1879] lr: 8.705e-02, eta: 3 days, 22:26:49, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6434, loss_cls: 2.7769, loss: 2.7769, grad_norm: 2.1943 2021-07-08 18:22:32,175 - mmaction - INFO - Epoch [61][280/1879] lr: 8.705e-02, eta: 3 days, 22:26:27, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6395, loss_cls: 2.7009, loss: 2.7009, grad_norm: 2.0831 2021-07-08 18:22:49,631 - mmaction - INFO - Epoch [61][300/1879] lr: 8.705e-02, eta: 3 days, 22:26:05, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6418, loss_cls: 2.7419, loss: 2.7419, grad_norm: 2.1759 2021-07-08 18:23:07,131 - mmaction - INFO - Epoch [61][320/1879] lr: 8.705e-02, eta: 3 days, 22:25:44, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6227, loss_cls: 2.8041, loss: 2.8041, grad_norm: 2.1587 2021-07-08 18:23:24,590 - mmaction - INFO - Epoch [61][340/1879] lr: 8.705e-02, eta: 3 days, 22:25:22, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6336, loss_cls: 2.8091, loss: 2.8091, grad_norm: 2.1742 2021-07-08 18:23:42,091 - mmaction - INFO - Epoch [61][360/1879] lr: 8.705e-02, eta: 3 days, 22:25:00, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6152, loss_cls: 2.8639, loss: 2.8639, grad_norm: 2.1547 2021-07-08 18:23:59,594 - mmaction - INFO - Epoch [61][380/1879] lr: 8.705e-02, eta: 3 days, 22:24:38, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6383, loss_cls: 2.7430, loss: 2.7430, grad_norm: 2.1133 2021-07-08 18:24:16,963 - mmaction - INFO - Epoch [61][400/1879] lr: 8.705e-02, eta: 3 days, 22:24:16, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6379, loss_cls: 2.7734, loss: 2.7734, grad_norm: 2.1790 2021-07-08 18:24:34,443 - mmaction - INFO - Epoch [61][420/1879] lr: 8.705e-02, eta: 3 days, 22:23:55, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6402, loss_cls: 2.7411, loss: 2.7411, grad_norm: 2.1405 2021-07-08 18:24:51,883 - mmaction - INFO - Epoch [61][440/1879] lr: 8.705e-02, eta: 3 days, 22:23:33, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6508, loss_cls: 2.7380, loss: 2.7380, grad_norm: 2.1680 2021-07-08 18:25:09,349 - mmaction - INFO - Epoch [61][460/1879] lr: 8.705e-02, eta: 3 days, 22:23:11, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6348, loss_cls: 2.7831, loss: 2.7831, grad_norm: 2.1867 2021-07-08 18:25:26,829 - mmaction - INFO - Epoch [61][480/1879] lr: 8.705e-02, eta: 3 days, 22:22:49, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6242, loss_cls: 2.8269, loss: 2.8269, grad_norm: 2.1719 2021-07-08 18:25:44,279 - mmaction - INFO - Epoch [61][500/1879] lr: 8.705e-02, eta: 3 days, 22:22:27, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6484, loss_cls: 2.7499, loss: 2.7499, grad_norm: 2.1171 2021-07-08 18:26:01,850 - mmaction - INFO - Epoch [61][520/1879] lr: 8.705e-02, eta: 3 days, 22:22:06, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6359, loss_cls: 2.7693, loss: 2.7693, grad_norm: 2.1691 2021-07-08 18:26:19,337 - mmaction - INFO - Epoch [61][540/1879] lr: 8.705e-02, eta: 3 days, 22:21:44, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6367, loss_cls: 2.7979, loss: 2.7979, grad_norm: 2.2154 2021-07-08 18:26:36,727 - mmaction - INFO - Epoch [61][560/1879] lr: 8.705e-02, eta: 3 days, 22:21:22, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6395, loss_cls: 2.7519, loss: 2.7519, grad_norm: 2.1775 2021-07-08 18:26:54,238 - mmaction - INFO - Epoch [61][580/1879] lr: 8.705e-02, eta: 3 days, 22:21:01, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6355, loss_cls: 2.7863, loss: 2.7863, grad_norm: 2.2028 2021-07-08 18:27:11,656 - mmaction - INFO - Epoch [61][600/1879] lr: 8.705e-02, eta: 3 days, 22:20:39, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6355, loss_cls: 2.7637, loss: 2.7637, grad_norm: 2.1974 2021-07-08 18:27:29,108 - mmaction - INFO - Epoch [61][620/1879] lr: 8.705e-02, eta: 3 days, 22:20:17, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6434, loss_cls: 2.7419, loss: 2.7419, grad_norm: 2.2115 2021-07-08 18:27:46,636 - mmaction - INFO - Epoch [61][640/1879] lr: 8.705e-02, eta: 3 days, 22:19:56, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6336, loss_cls: 2.7616, loss: 2.7616, grad_norm: 2.1416 2021-07-08 18:28:04,154 - mmaction - INFO - Epoch [61][660/1879] lr: 8.705e-02, eta: 3 days, 22:19:34, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6363, loss_cls: 2.7856, loss: 2.7856, grad_norm: 2.1236 2021-07-08 18:28:21,560 - mmaction - INFO - Epoch [61][680/1879] lr: 8.705e-02, eta: 3 days, 22:19:12, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6328, loss_cls: 2.7559, loss: 2.7559, grad_norm: 2.0871 2021-07-08 18:28:39,071 - mmaction - INFO - Epoch [61][700/1879] lr: 8.705e-02, eta: 3 days, 22:18:50, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6520, loss_cls: 2.7101, loss: 2.7101, grad_norm: 2.1478 2021-07-08 18:28:56,496 - mmaction - INFO - Epoch [61][720/1879] lr: 8.705e-02, eta: 3 days, 22:18:29, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6250, loss_cls: 2.8121, loss: 2.8121, grad_norm: 2.1976 2021-07-08 18:29:13,978 - mmaction - INFO - Epoch [61][740/1879] lr: 8.705e-02, eta: 3 days, 22:18:07, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6320, loss_cls: 2.7782, loss: 2.7782, grad_norm: 2.1546 2021-07-08 18:29:31,362 - mmaction - INFO - Epoch [61][760/1879] lr: 8.705e-02, eta: 3 days, 22:17:45, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6246, loss_cls: 2.8539, loss: 2.8539, grad_norm: 2.1697 2021-07-08 18:29:48,848 - mmaction - INFO - Epoch [61][780/1879] lr: 8.705e-02, eta: 3 days, 22:17:23, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6340, loss_cls: 2.7887, loss: 2.7887, grad_norm: 2.2290 2021-07-08 18:30:06,216 - mmaction - INFO - Epoch [61][800/1879] lr: 8.705e-02, eta: 3 days, 22:17:01, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3590, top5_acc: 0.6262, loss_cls: 2.8921, loss: 2.8921, grad_norm: 2.1536 2021-07-08 18:30:23,802 - mmaction - INFO - Epoch [61][820/1879] lr: 8.705e-02, eta: 3 days, 22:16:40, time: 0.879, data_time: 0.001, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6508, loss_cls: 2.7418, loss: 2.7418, grad_norm: 2.1701 2021-07-08 18:30:41,242 - mmaction - INFO - Epoch [61][840/1879] lr: 8.705e-02, eta: 3 days, 22:16:18, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6297, loss_cls: 2.8166, loss: 2.8166, grad_norm: 2.1950 2021-07-08 18:30:58,710 - mmaction - INFO - Epoch [61][860/1879] lr: 8.705e-02, eta: 3 days, 22:15:56, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6227, loss_cls: 2.8291, loss: 2.8291, grad_norm: 2.1921 2021-07-08 18:31:16,179 - mmaction - INFO - Epoch [61][880/1879] lr: 8.705e-02, eta: 3 days, 22:15:35, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6246, loss_cls: 2.7974, loss: 2.7974, grad_norm: 2.1251 2021-07-08 18:31:33,701 - mmaction - INFO - Epoch [61][900/1879] lr: 8.705e-02, eta: 3 days, 22:15:13, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6359, loss_cls: 2.7832, loss: 2.7832, grad_norm: 2.1105 2021-07-08 18:31:51,197 - mmaction - INFO - Epoch [61][920/1879] lr: 8.705e-02, eta: 3 days, 22:14:51, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6461, loss_cls: 2.7789, loss: 2.7789, grad_norm: 2.1787 2021-07-08 18:32:08,616 - mmaction - INFO - Epoch [61][940/1879] lr: 8.705e-02, eta: 3 days, 22:14:30, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6230, loss_cls: 2.8631, loss: 2.8631, grad_norm: 2.1638 2021-07-08 18:32:26,014 - mmaction - INFO - Epoch [61][960/1879] lr: 8.705e-02, eta: 3 days, 22:14:08, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3547, top5_acc: 0.6164, loss_cls: 2.8854, loss: 2.8854, grad_norm: 2.1704 2021-07-08 18:32:43,549 - mmaction - INFO - Epoch [61][980/1879] lr: 8.705e-02, eta: 3 days, 22:13:46, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6375, loss_cls: 2.7662, loss: 2.7662, grad_norm: 2.1081 2021-07-08 18:33:01,027 - mmaction - INFO - Epoch [61][1000/1879] lr: 8.705e-02, eta: 3 days, 22:13:24, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6414, loss_cls: 2.7976, loss: 2.7976, grad_norm: 2.1555 2021-07-08 18:33:18,499 - mmaction - INFO - Epoch [61][1020/1879] lr: 8.705e-02, eta: 3 days, 22:13:03, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6234, loss_cls: 2.7905, loss: 2.7905, grad_norm: 2.1942 2021-07-08 18:33:35,873 - mmaction - INFO - Epoch [61][1040/1879] lr: 8.705e-02, eta: 3 days, 22:12:41, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6227, loss_cls: 2.8331, loss: 2.8331, grad_norm: 2.1675 2021-07-08 18:33:53,377 - mmaction - INFO - Epoch [61][1060/1879] lr: 8.705e-02, eta: 3 days, 22:12:19, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6281, loss_cls: 2.7849, loss: 2.7849, grad_norm: 2.1017 2021-07-08 18:34:10,969 - mmaction - INFO - Epoch [61][1080/1879] lr: 8.705e-02, eta: 3 days, 22:11:58, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6285, loss_cls: 2.8125, loss: 2.8125, grad_norm: 2.1740 2021-07-08 18:34:28,442 - mmaction - INFO - Epoch [61][1100/1879] lr: 8.705e-02, eta: 3 days, 22:11:36, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6266, loss_cls: 2.8133, loss: 2.8133, grad_norm: 2.1979 2021-07-08 18:34:45,904 - mmaction - INFO - Epoch [61][1120/1879] lr: 8.705e-02, eta: 3 days, 22:11:14, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6316, loss_cls: 2.7946, loss: 2.7946, grad_norm: 2.1236 2021-07-08 18:35:03,353 - mmaction - INFO - Epoch [61][1140/1879] lr: 8.705e-02, eta: 3 days, 22:10:53, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6371, loss_cls: 2.8411, loss: 2.8411, grad_norm: 2.1460 2021-07-08 18:35:20,744 - mmaction - INFO - Epoch [61][1160/1879] lr: 8.705e-02, eta: 3 days, 22:10:31, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6566, loss_cls: 2.6919, loss: 2.6919, grad_norm: 2.1598 2021-07-08 18:35:38,279 - mmaction - INFO - Epoch [61][1180/1879] lr: 8.705e-02, eta: 3 days, 22:10:09, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6281, loss_cls: 2.7766, loss: 2.7766, grad_norm: 2.2271 2021-07-08 18:35:55,857 - mmaction - INFO - Epoch [61][1200/1879] lr: 8.705e-02, eta: 3 days, 22:09:48, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6152, loss_cls: 2.8907, loss: 2.8907, grad_norm: 2.2423 2021-07-08 18:36:13,439 - mmaction - INFO - Epoch [61][1220/1879] lr: 8.705e-02, eta: 3 days, 22:09:26, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6305, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.0989 2021-07-08 18:36:30,886 - mmaction - INFO - Epoch [61][1240/1879] lr: 8.705e-02, eta: 3 days, 22:09:05, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6191, loss_cls: 2.8316, loss: 2.8316, grad_norm: 2.1499 2021-07-08 18:36:48,420 - mmaction - INFO - Epoch [61][1260/1879] lr: 8.705e-02, eta: 3 days, 22:08:43, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6398, loss_cls: 2.7642, loss: 2.7642, grad_norm: 2.1731 2021-07-08 18:37:05,953 - mmaction - INFO - Epoch [61][1280/1879] lr: 8.705e-02, eta: 3 days, 22:08:22, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6273, loss_cls: 2.8177, loss: 2.8177, grad_norm: 2.1897 2021-07-08 18:37:23,466 - mmaction - INFO - Epoch [61][1300/1879] lr: 8.705e-02, eta: 3 days, 22:08:00, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6348, loss_cls: 2.7319, loss: 2.7319, grad_norm: 2.1051 2021-07-08 18:37:40,900 - mmaction - INFO - Epoch [61][1320/1879] lr: 8.705e-02, eta: 3 days, 22:07:39, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6434, loss_cls: 2.7818, loss: 2.7818, grad_norm: 2.1335 2021-07-08 18:37:58,348 - mmaction - INFO - Epoch [61][1340/1879] lr: 8.705e-02, eta: 3 days, 22:07:17, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6348, loss_cls: 2.8096, loss: 2.8096, grad_norm: 2.1865 2021-07-08 18:38:15,841 - mmaction - INFO - Epoch [61][1360/1879] lr: 8.705e-02, eta: 3 days, 22:06:55, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6367, loss_cls: 2.7652, loss: 2.7652, grad_norm: 2.1530 2021-07-08 18:38:33,354 - mmaction - INFO - Epoch [61][1380/1879] lr: 8.705e-02, eta: 3 days, 22:06:34, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6371, loss_cls: 2.7827, loss: 2.7827, grad_norm: 2.1764 2021-07-08 18:38:50,935 - mmaction - INFO - Epoch [61][1400/1879] lr: 8.705e-02, eta: 3 days, 22:06:12, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6301, loss_cls: 2.8107, loss: 2.8107, grad_norm: 2.1413 2021-07-08 18:39:08,358 - mmaction - INFO - Epoch [61][1420/1879] lr: 8.705e-02, eta: 3 days, 22:05:51, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6234, loss_cls: 2.8194, loss: 2.8194, grad_norm: 2.1261 2021-07-08 18:39:25,936 - mmaction - INFO - Epoch [61][1440/1879] lr: 8.705e-02, eta: 3 days, 22:05:29, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6574, loss_cls: 2.6981, loss: 2.6981, grad_norm: 2.1016 2021-07-08 18:39:43,493 - mmaction - INFO - Epoch [61][1460/1879] lr: 8.705e-02, eta: 3 days, 22:05:08, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6348, loss_cls: 2.7681, loss: 2.7681, grad_norm: 2.2149 2021-07-08 18:40:00,924 - mmaction - INFO - Epoch [61][1480/1879] lr: 8.705e-02, eta: 3 days, 22:04:46, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6301, loss_cls: 2.7950, loss: 2.7950, grad_norm: 2.1432 2021-07-08 18:40:18,556 - mmaction - INFO - Epoch [61][1500/1879] lr: 8.705e-02, eta: 3 days, 22:04:25, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6254, loss_cls: 2.8265, loss: 2.8265, grad_norm: 2.1472 2021-07-08 18:40:36,234 - mmaction - INFO - Epoch [61][1520/1879] lr: 8.705e-02, eta: 3 days, 22:04:04, time: 0.887, data_time: 0.006, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6121, loss_cls: 2.8455, loss: 2.8455, grad_norm: 2.1324 2021-07-08 18:40:53,689 - mmaction - INFO - Epoch [61][1540/1879] lr: 8.705e-02, eta: 3 days, 22:03:42, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6328, loss_cls: 2.8202, loss: 2.8202, grad_norm: 2.1392 2021-07-08 18:41:11,083 - mmaction - INFO - Epoch [61][1560/1879] lr: 8.705e-02, eta: 3 days, 22:03:20, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6352, loss_cls: 2.7459, loss: 2.7459, grad_norm: 2.1834 2021-07-08 18:41:28,665 - mmaction - INFO - Epoch [61][1580/1879] lr: 8.705e-02, eta: 3 days, 22:02:59, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6238, loss_cls: 2.8363, loss: 2.8363, grad_norm: 2.2164 2021-07-08 18:41:46,173 - mmaction - INFO - Epoch [61][1600/1879] lr: 8.705e-02, eta: 3 days, 22:02:37, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6211, loss_cls: 2.8027, loss: 2.8027, grad_norm: 2.1307 2021-07-08 18:42:03,664 - mmaction - INFO - Epoch [61][1620/1879] lr: 8.705e-02, eta: 3 days, 22:02:16, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6281, loss_cls: 2.7985, loss: 2.7985, grad_norm: 2.1410 2021-07-08 18:42:21,087 - mmaction - INFO - Epoch [61][1640/1879] lr: 8.705e-02, eta: 3 days, 22:01:54, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6238, loss_cls: 2.8320, loss: 2.8320, grad_norm: 2.1134 2021-07-08 18:42:38,589 - mmaction - INFO - Epoch [61][1660/1879] lr: 8.705e-02, eta: 3 days, 22:01:32, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6109, loss_cls: 2.8586, loss: 2.8586, grad_norm: 2.0948 2021-07-08 18:42:56,066 - mmaction - INFO - Epoch [61][1680/1879] lr: 8.705e-02, eta: 3 days, 22:01:11, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6480, loss_cls: 2.7657, loss: 2.7657, grad_norm: 2.1551 2021-07-08 18:43:13,474 - mmaction - INFO - Epoch [61][1700/1879] lr: 8.705e-02, eta: 3 days, 22:00:49, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6336, loss_cls: 2.7731, loss: 2.7731, grad_norm: 2.1794 2021-07-08 18:43:30,994 - mmaction - INFO - Epoch [61][1720/1879] lr: 8.705e-02, eta: 3 days, 22:00:27, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6391, loss_cls: 2.7795, loss: 2.7795, grad_norm: 2.1956 2021-07-08 18:43:48,492 - mmaction - INFO - Epoch [61][1740/1879] lr: 8.705e-02, eta: 3 days, 22:00:06, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6355, loss_cls: 2.7942, loss: 2.7942, grad_norm: 2.1328 2021-07-08 18:44:06,070 - mmaction - INFO - Epoch [61][1760/1879] lr: 8.705e-02, eta: 3 days, 21:59:44, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6258, loss_cls: 2.8098, loss: 2.8098, grad_norm: 2.1722 2021-07-08 18:44:23,605 - mmaction - INFO - Epoch [61][1780/1879] lr: 8.705e-02, eta: 3 days, 21:59:23, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6328, loss_cls: 2.8259, loss: 2.8259, grad_norm: 2.2219 2021-07-08 18:44:41,090 - mmaction - INFO - Epoch [61][1800/1879] lr: 8.705e-02, eta: 3 days, 21:59:01, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6469, loss_cls: 2.7392, loss: 2.7392, grad_norm: 2.1189 2021-07-08 18:44:58,649 - mmaction - INFO - Epoch [61][1820/1879] lr: 8.705e-02, eta: 3 days, 21:58:40, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6320, loss_cls: 2.7879, loss: 2.7879, grad_norm: 2.1813 2021-07-08 18:45:16,014 - mmaction - INFO - Epoch [61][1840/1879] lr: 8.705e-02, eta: 3 days, 21:58:18, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6430, loss_cls: 2.7266, loss: 2.7266, grad_norm: 2.1574 2021-07-08 18:45:33,558 - mmaction - INFO - Epoch [61][1860/1879] lr: 8.705e-02, eta: 3 days, 21:57:57, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6234, loss_cls: 2.8651, loss: 2.8651, grad_norm: 2.1800 2021-07-08 18:48:27,804 - mmaction - INFO - Epoch [62][20/1879] lr: 8.663e-02, eta: 3 days, 22:03:26, time: 7.519, data_time: 6.537, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6543, loss_cls: 2.6697, loss: 2.6697, grad_norm: 2.1246 2021-07-08 18:48:44,736 - mmaction - INFO - Epoch [62][40/1879] lr: 8.663e-02, eta: 3 days, 22:03:03, time: 0.847, data_time: 0.006, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6379, loss_cls: 2.7612, loss: 2.7612, grad_norm: 2.1582 2021-07-08 18:49:02,055 - mmaction - INFO - Epoch [62][60/1879] lr: 8.663e-02, eta: 3 days, 22:02:41, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6250, loss_cls: 2.8102, loss: 2.8102, grad_norm: 2.1153 2021-07-08 18:49:19,324 - mmaction - INFO - Epoch [62][80/1879] lr: 8.663e-02, eta: 3 days, 22:02:18, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6195, loss_cls: 2.8410, loss: 2.8410, grad_norm: 2.2027 2021-07-08 18:49:36,697 - mmaction - INFO - Epoch [62][100/1879] lr: 8.663e-02, eta: 3 days, 22:01:56, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6363, loss_cls: 2.8086, loss: 2.8086, grad_norm: 2.1756 2021-07-08 18:49:53,996 - mmaction - INFO - Epoch [62][120/1879] lr: 8.663e-02, eta: 3 days, 22:01:34, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6457, loss_cls: 2.7566, loss: 2.7566, grad_norm: 2.1766 2021-07-08 18:50:11,495 - mmaction - INFO - Epoch [62][140/1879] lr: 8.663e-02, eta: 3 days, 22:01:12, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6480, loss_cls: 2.6930, loss: 2.6930, grad_norm: 2.0875 2021-07-08 18:50:29,058 - mmaction - INFO - Epoch [62][160/1879] lr: 8.663e-02, eta: 3 days, 22:00:51, time: 0.879, data_time: 0.001, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6406, loss_cls: 2.7793, loss: 2.7793, grad_norm: 2.2311 2021-07-08 18:50:46,504 - mmaction - INFO - Epoch [62][180/1879] lr: 8.663e-02, eta: 3 days, 22:00:29, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6352, loss_cls: 2.8266, loss: 2.8266, grad_norm: 2.1872 2021-07-08 18:51:03,871 - mmaction - INFO - Epoch [62][200/1879] lr: 8.663e-02, eta: 3 days, 22:00:07, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6320, loss_cls: 2.8170, loss: 2.8170, grad_norm: 2.1205 2021-07-08 18:51:21,292 - mmaction - INFO - Epoch [62][220/1879] lr: 8.663e-02, eta: 3 days, 21:59:45, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6309, loss_cls: 2.7904, loss: 2.7904, grad_norm: 2.1452 2021-07-08 18:51:38,693 - mmaction - INFO - Epoch [62][240/1879] lr: 8.663e-02, eta: 3 days, 21:59:23, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6434, loss_cls: 2.6989, loss: 2.6989, grad_norm: 2.1736 2021-07-08 18:51:56,218 - mmaction - INFO - Epoch [62][260/1879] lr: 8.663e-02, eta: 3 days, 21:59:02, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6398, loss_cls: 2.7676, loss: 2.7676, grad_norm: 2.2237 2021-07-08 18:52:13,735 - mmaction - INFO - Epoch [62][280/1879] lr: 8.663e-02, eta: 3 days, 21:58:40, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6301, loss_cls: 2.8123, loss: 2.8123, grad_norm: 2.1765 2021-07-08 18:52:31,192 - mmaction - INFO - Epoch [62][300/1879] lr: 8.663e-02, eta: 3 days, 21:58:18, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6352, loss_cls: 2.7954, loss: 2.7954, grad_norm: 2.2013 2021-07-08 18:52:48,706 - mmaction - INFO - Epoch [62][320/1879] lr: 8.663e-02, eta: 3 days, 21:57:57, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6527, loss_cls: 2.6530, loss: 2.6530, grad_norm: 2.1820 2021-07-08 18:53:06,234 - mmaction - INFO - Epoch [62][340/1879] lr: 8.663e-02, eta: 3 days, 21:57:35, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6473, loss_cls: 2.7251, loss: 2.7251, grad_norm: 2.1613 2021-07-08 18:53:23,780 - mmaction - INFO - Epoch [62][360/1879] lr: 8.663e-02, eta: 3 days, 21:57:14, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6332, loss_cls: 2.7683, loss: 2.7683, grad_norm: 2.1643 2021-07-08 18:53:41,196 - mmaction - INFO - Epoch [62][380/1879] lr: 8.663e-02, eta: 3 days, 21:56:52, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6359, loss_cls: 2.7810, loss: 2.7810, grad_norm: 2.1739 2021-07-08 18:53:58,762 - mmaction - INFO - Epoch [62][400/1879] lr: 8.663e-02, eta: 3 days, 21:56:31, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6430, loss_cls: 2.6841, loss: 2.6841, grad_norm: 2.1489 2021-07-08 18:54:16,304 - mmaction - INFO - Epoch [62][420/1879] lr: 8.663e-02, eta: 3 days, 21:56:09, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6312, loss_cls: 2.8067, loss: 2.8067, grad_norm: 2.1647 2021-07-08 18:54:33,674 - mmaction - INFO - Epoch [62][440/1879] lr: 8.663e-02, eta: 3 days, 21:55:47, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6348, loss_cls: 2.7569, loss: 2.7569, grad_norm: 2.1450 2021-07-08 18:54:51,224 - mmaction - INFO - Epoch [62][460/1879] lr: 8.663e-02, eta: 3 days, 21:55:26, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6410, loss_cls: 2.7664, loss: 2.7664, grad_norm: 2.1859 2021-07-08 18:55:08,732 - mmaction - INFO - Epoch [62][480/1879] lr: 8.663e-02, eta: 3 days, 21:55:04, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6426, loss_cls: 2.7400, loss: 2.7400, grad_norm: 2.1449 2021-07-08 18:55:26,254 - mmaction - INFO - Epoch [62][500/1879] lr: 8.663e-02, eta: 3 days, 21:54:43, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6367, loss_cls: 2.7876, loss: 2.7876, grad_norm: 2.1820 2021-07-08 18:55:43,640 - mmaction - INFO - Epoch [62][520/1879] lr: 8.663e-02, eta: 3 days, 21:54:21, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6422, loss_cls: 2.7474, loss: 2.7474, grad_norm: 2.1434 2021-07-08 18:56:01,148 - mmaction - INFO - Epoch [62][540/1879] lr: 8.663e-02, eta: 3 days, 21:53:59, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6352, loss_cls: 2.7577, loss: 2.7577, grad_norm: 2.1554 2021-07-08 18:56:18,685 - mmaction - INFO - Epoch [62][560/1879] lr: 8.663e-02, eta: 3 days, 21:53:38, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6395, loss_cls: 2.7591, loss: 2.7591, grad_norm: 2.1265 2021-07-08 18:56:36,066 - mmaction - INFO - Epoch [62][580/1879] lr: 8.663e-02, eta: 3 days, 21:53:16, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6316, loss_cls: 2.7977, loss: 2.7977, grad_norm: 2.1585 2021-07-08 18:56:53,595 - mmaction - INFO - Epoch [62][600/1879] lr: 8.663e-02, eta: 3 days, 21:52:54, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6359, loss_cls: 2.7131, loss: 2.7131, grad_norm: 2.1284 2021-07-08 18:57:11,020 - mmaction - INFO - Epoch [62][620/1879] lr: 8.663e-02, eta: 3 days, 21:52:32, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6215, loss_cls: 2.8646, loss: 2.8646, grad_norm: 2.2084 2021-07-08 18:57:28,534 - mmaction - INFO - Epoch [62][640/1879] lr: 8.663e-02, eta: 3 days, 21:52:11, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6457, loss_cls: 2.7601, loss: 2.7601, grad_norm: 2.1558 2021-07-08 18:57:46,001 - mmaction - INFO - Epoch [62][660/1879] lr: 8.663e-02, eta: 3 days, 21:51:49, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6473, loss_cls: 2.7383, loss: 2.7383, grad_norm: 2.1617 2021-07-08 18:58:03,396 - mmaction - INFO - Epoch [62][680/1879] lr: 8.663e-02, eta: 3 days, 21:51:27, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6305, loss_cls: 2.7492, loss: 2.7492, grad_norm: 2.1337 2021-07-08 18:58:20,809 - mmaction - INFO - Epoch [62][700/1879] lr: 8.663e-02, eta: 3 days, 21:51:05, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6445, loss_cls: 2.7090, loss: 2.7090, grad_norm: 2.1523 2021-07-08 18:58:38,227 - mmaction - INFO - Epoch [62][720/1879] lr: 8.663e-02, eta: 3 days, 21:50:44, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6312, loss_cls: 2.8246, loss: 2.8246, grad_norm: 2.1626 2021-07-08 18:58:55,792 - mmaction - INFO - Epoch [62][740/1879] lr: 8.663e-02, eta: 3 days, 21:50:22, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6293, loss_cls: 2.7853, loss: 2.7853, grad_norm: 2.1830 2021-07-08 18:59:13,310 - mmaction - INFO - Epoch [62][760/1879] lr: 8.663e-02, eta: 3 days, 21:50:01, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3625, top5_acc: 0.6309, loss_cls: 2.7999, loss: 2.7999, grad_norm: 2.1444 2021-07-08 18:59:30,872 - mmaction - INFO - Epoch [62][780/1879] lr: 8.663e-02, eta: 3 days, 21:49:39, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6410, loss_cls: 2.7432, loss: 2.7432, grad_norm: 2.1593 2021-07-08 18:59:48,389 - mmaction - INFO - Epoch [62][800/1879] lr: 8.663e-02, eta: 3 days, 21:49:18, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6445, loss_cls: 2.7747, loss: 2.7747, grad_norm: 2.1689 2021-07-08 19:00:05,870 - mmaction - INFO - Epoch [62][820/1879] lr: 8.663e-02, eta: 3 days, 21:48:56, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6273, loss_cls: 2.7611, loss: 2.7611, grad_norm: 2.1395 2021-07-08 19:00:23,384 - mmaction - INFO - Epoch [62][840/1879] lr: 8.663e-02, eta: 3 days, 21:48:35, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6238, loss_cls: 2.8264, loss: 2.8264, grad_norm: 2.1587 2021-07-08 19:00:40,877 - mmaction - INFO - Epoch [62][860/1879] lr: 8.663e-02, eta: 3 days, 21:48:13, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6441, loss_cls: 2.7431, loss: 2.7431, grad_norm: 2.1479 2021-07-08 19:00:58,451 - mmaction - INFO - Epoch [62][880/1879] lr: 8.663e-02, eta: 3 days, 21:47:52, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6504, loss_cls: 2.7468, loss: 2.7468, grad_norm: 2.1739 2021-07-08 19:01:15,930 - mmaction - INFO - Epoch [62][900/1879] lr: 8.663e-02, eta: 3 days, 21:47:30, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6297, loss_cls: 2.8140, loss: 2.8140, grad_norm: 2.1503 2021-07-08 19:01:33,367 - mmaction - INFO - Epoch [62][920/1879] lr: 8.663e-02, eta: 3 days, 21:47:08, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6297, loss_cls: 2.7631, loss: 2.7631, grad_norm: 2.1101 2021-07-08 19:01:50,743 - mmaction - INFO - Epoch [62][940/1879] lr: 8.663e-02, eta: 3 days, 21:46:46, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6340, loss_cls: 2.8136, loss: 2.8136, grad_norm: 2.1451 2021-07-08 19:02:08,203 - mmaction - INFO - Epoch [62][960/1879] lr: 8.663e-02, eta: 3 days, 21:46:25, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6250, loss_cls: 2.7945, loss: 2.7945, grad_norm: 2.1623 2021-07-08 19:02:25,586 - mmaction - INFO - Epoch [62][980/1879] lr: 8.663e-02, eta: 3 days, 21:46:03, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6441, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.1723 2021-07-08 19:02:43,080 - mmaction - INFO - Epoch [62][1000/1879] lr: 8.663e-02, eta: 3 days, 21:45:41, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6309, loss_cls: 2.7723, loss: 2.7723, grad_norm: 2.2077 2021-07-08 19:03:00,425 - mmaction - INFO - Epoch [62][1020/1879] lr: 8.663e-02, eta: 3 days, 21:45:19, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3570, top5_acc: 0.6164, loss_cls: 2.8722, loss: 2.8722, grad_norm: 2.1519 2021-07-08 19:03:17,989 - mmaction - INFO - Epoch [62][1040/1879] lr: 8.663e-02, eta: 3 days, 21:44:58, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6352, loss_cls: 2.8088, loss: 2.8088, grad_norm: 2.1066 2021-07-08 19:03:35,354 - mmaction - INFO - Epoch [62][1060/1879] lr: 8.663e-02, eta: 3 days, 21:44:36, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6379, loss_cls: 2.7549, loss: 2.7549, grad_norm: 2.1794 2021-07-08 19:03:52,742 - mmaction - INFO - Epoch [62][1080/1879] lr: 8.663e-02, eta: 3 days, 21:44:14, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6336, loss_cls: 2.7771, loss: 2.7771, grad_norm: 2.1614 2021-07-08 19:04:10,265 - mmaction - INFO - Epoch [62][1100/1879] lr: 8.663e-02, eta: 3 days, 21:43:52, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6262, loss_cls: 2.8275, loss: 2.8275, grad_norm: 2.1576 2021-07-08 19:04:27,759 - mmaction - INFO - Epoch [62][1120/1879] lr: 8.663e-02, eta: 3 days, 21:43:31, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6258, loss_cls: 2.8219, loss: 2.8219, grad_norm: 2.1544 2021-07-08 19:04:45,211 - mmaction - INFO - Epoch [62][1140/1879] lr: 8.663e-02, eta: 3 days, 21:43:09, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6484, loss_cls: 2.7621, loss: 2.7621, grad_norm: 2.1526 2021-07-08 19:05:02,638 - mmaction - INFO - Epoch [62][1160/1879] lr: 8.663e-02, eta: 3 days, 21:42:47, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6285, loss_cls: 2.7834, loss: 2.7834, grad_norm: 2.1353 2021-07-08 19:05:20,120 - mmaction - INFO - Epoch [62][1180/1879] lr: 8.663e-02, eta: 3 days, 21:42:26, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6352, loss_cls: 2.7807, loss: 2.7807, grad_norm: 2.1652 2021-07-08 19:05:37,574 - mmaction - INFO - Epoch [62][1200/1879] lr: 8.663e-02, eta: 3 days, 21:42:04, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6309, loss_cls: 2.8188, loss: 2.8188, grad_norm: 2.1523 2021-07-08 19:05:54,962 - mmaction - INFO - Epoch [62][1220/1879] lr: 8.663e-02, eta: 3 days, 21:41:42, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6441, loss_cls: 2.7081, loss: 2.7081, grad_norm: 2.1254 2021-07-08 19:06:12,472 - mmaction - INFO - Epoch [62][1240/1879] lr: 8.663e-02, eta: 3 days, 21:41:21, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6180, loss_cls: 2.8106, loss: 2.8106, grad_norm: 2.1413 2021-07-08 19:06:29,903 - mmaction - INFO - Epoch [62][1260/1879] lr: 8.663e-02, eta: 3 days, 21:40:59, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6312, loss_cls: 2.8044, loss: 2.8044, grad_norm: 2.1448 2021-07-08 19:06:47,445 - mmaction - INFO - Epoch [62][1280/1879] lr: 8.663e-02, eta: 3 days, 21:40:38, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6336, loss_cls: 2.7701, loss: 2.7701, grad_norm: 2.1161 2021-07-08 19:07:05,041 - mmaction - INFO - Epoch [62][1300/1879] lr: 8.663e-02, eta: 3 days, 21:40:16, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6348, loss_cls: 2.7460, loss: 2.7460, grad_norm: 2.1598 2021-07-08 19:07:22,446 - mmaction - INFO - Epoch [62][1320/1879] lr: 8.663e-02, eta: 3 days, 21:39:54, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6320, loss_cls: 2.8171, loss: 2.8171, grad_norm: 2.1469 2021-07-08 19:07:39,940 - mmaction - INFO - Epoch [62][1340/1879] lr: 8.663e-02, eta: 3 days, 21:39:33, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6371, loss_cls: 2.7785, loss: 2.7785, grad_norm: 2.1516 2021-07-08 19:07:57,400 - mmaction - INFO - Epoch [62][1360/1879] lr: 8.663e-02, eta: 3 days, 21:39:11, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6566, loss_cls: 2.6741, loss: 2.6741, grad_norm: 2.1583 2021-07-08 19:08:14,781 - mmaction - INFO - Epoch [62][1380/1879] lr: 8.663e-02, eta: 3 days, 21:38:49, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6270, loss_cls: 2.8581, loss: 2.8581, grad_norm: 2.1877 2021-07-08 19:08:32,267 - mmaction - INFO - Epoch [62][1400/1879] lr: 8.663e-02, eta: 3 days, 21:38:28, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6422, loss_cls: 2.7402, loss: 2.7402, grad_norm: 2.1823 2021-07-08 19:08:49,604 - mmaction - INFO - Epoch [62][1420/1879] lr: 8.663e-02, eta: 3 days, 21:38:06, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6238, loss_cls: 2.8252, loss: 2.8252, grad_norm: 2.1570 2021-07-08 19:09:07,026 - mmaction - INFO - Epoch [62][1440/1879] lr: 8.663e-02, eta: 3 days, 21:37:44, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6367, loss_cls: 2.8062, loss: 2.8062, grad_norm: 2.1152 2021-07-08 19:09:24,324 - mmaction - INFO - Epoch [62][1460/1879] lr: 8.663e-02, eta: 3 days, 21:37:22, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6344, loss_cls: 2.7879, loss: 2.7879, grad_norm: 2.1703 2021-07-08 19:09:41,796 - mmaction - INFO - Epoch [62][1480/1879] lr: 8.663e-02, eta: 3 days, 21:37:00, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6250, loss_cls: 2.8376, loss: 2.8376, grad_norm: 2.1948 2021-07-08 19:09:59,189 - mmaction - INFO - Epoch [62][1500/1879] lr: 8.663e-02, eta: 3 days, 21:36:38, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.8238, loss: 2.8238, grad_norm: 2.1581 2021-07-08 19:10:16,670 - mmaction - INFO - Epoch [62][1520/1879] lr: 8.663e-02, eta: 3 days, 21:36:17, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3621, top5_acc: 0.6199, loss_cls: 2.8744, loss: 2.8744, grad_norm: 2.1616 2021-07-08 19:10:34,200 - mmaction - INFO - Epoch [62][1540/1879] lr: 8.663e-02, eta: 3 days, 21:35:55, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6457, loss_cls: 2.7570, loss: 2.7570, grad_norm: 2.1202 2021-07-08 19:10:51,742 - mmaction - INFO - Epoch [62][1560/1879] lr: 8.663e-02, eta: 3 days, 21:35:34, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6406, loss_cls: 2.7724, loss: 2.7724, grad_norm: 2.1088 2021-07-08 19:11:09,244 - mmaction - INFO - Epoch [62][1580/1879] lr: 8.663e-02, eta: 3 days, 21:35:12, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6500, loss_cls: 2.7546, loss: 2.7546, grad_norm: 2.1535 2021-07-08 19:11:26,872 - mmaction - INFO - Epoch [62][1600/1879] lr: 8.663e-02, eta: 3 days, 21:34:51, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6387, loss_cls: 2.7626, loss: 2.7626, grad_norm: 2.1370 2021-07-08 19:11:44,226 - mmaction - INFO - Epoch [62][1620/1879] lr: 8.663e-02, eta: 3 days, 21:34:29, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6359, loss_cls: 2.7721, loss: 2.7721, grad_norm: 2.1322 2021-07-08 19:12:01,604 - mmaction - INFO - Epoch [62][1640/1879] lr: 8.663e-02, eta: 3 days, 21:34:07, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6258, loss_cls: 2.8077, loss: 2.8077, grad_norm: 2.1881 2021-07-08 19:12:19,221 - mmaction - INFO - Epoch [62][1660/1879] lr: 8.663e-02, eta: 3 days, 21:33:46, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6430, loss_cls: 2.8029, loss: 2.8029, grad_norm: 2.1697 2021-07-08 19:12:36,719 - mmaction - INFO - Epoch [62][1680/1879] lr: 8.663e-02, eta: 3 days, 21:33:25, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3715, top5_acc: 0.6188, loss_cls: 2.8563, loss: 2.8563, grad_norm: 2.1578 2021-07-08 19:12:54,185 - mmaction - INFO - Epoch [62][1700/1879] lr: 8.663e-02, eta: 3 days, 21:33:03, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6184, loss_cls: 2.9003, loss: 2.9003, grad_norm: 2.1222 2021-07-08 19:13:11,681 - mmaction - INFO - Epoch [62][1720/1879] lr: 8.663e-02, eta: 3 days, 21:32:42, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6438, loss_cls: 2.7251, loss: 2.7251, grad_norm: 2.0930 2021-07-08 19:13:29,059 - mmaction - INFO - Epoch [62][1740/1879] lr: 8.663e-02, eta: 3 days, 21:32:20, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6340, loss_cls: 2.7419, loss: 2.7419, grad_norm: 2.1192 2021-07-08 19:13:46,536 - mmaction - INFO - Epoch [62][1760/1879] lr: 8.663e-02, eta: 3 days, 21:31:58, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6172, loss_cls: 2.8731, loss: 2.8731, grad_norm: 2.2156 2021-07-08 19:14:03,924 - mmaction - INFO - Epoch [62][1780/1879] lr: 8.663e-02, eta: 3 days, 21:31:36, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6484, loss_cls: 2.7242, loss: 2.7242, grad_norm: 2.1956 2021-07-08 19:14:21,351 - mmaction - INFO - Epoch [62][1800/1879] lr: 8.663e-02, eta: 3 days, 21:31:15, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6426, loss_cls: 2.7647, loss: 2.7647, grad_norm: 2.1523 2021-07-08 19:14:38,845 - mmaction - INFO - Epoch [62][1820/1879] lr: 8.663e-02, eta: 3 days, 21:30:53, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6188, loss_cls: 2.8099, loss: 2.8099, grad_norm: 2.1547 2021-07-08 19:14:56,366 - mmaction - INFO - Epoch [62][1840/1879] lr: 8.663e-02, eta: 3 days, 21:30:32, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6301, loss_cls: 2.7909, loss: 2.7909, grad_norm: 2.1826 2021-07-08 19:15:13,798 - mmaction - INFO - Epoch [62][1860/1879] lr: 8.663e-02, eta: 3 days, 21:30:10, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6238, loss_cls: 2.8380, loss: 2.8380, grad_norm: 2.1657 2021-07-08 19:18:15,849 - mmaction - INFO - Epoch [63][20/1879] lr: 8.621e-02, eta: 3 days, 21:35:44, time: 7.713, data_time: 6.649, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6391, loss_cls: 2.7382, loss: 2.7382, grad_norm: 2.0792 2021-07-08 19:18:32,977 - mmaction - INFO - Epoch [63][40/1879] lr: 8.621e-02, eta: 3 days, 21:35:21, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6320, loss_cls: 2.7914, loss: 2.7914, grad_norm: 2.1513 2021-07-08 19:18:50,288 - mmaction - INFO - Epoch [63][60/1879] lr: 8.621e-02, eta: 3 days, 21:34:59, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6344, loss_cls: 2.7466, loss: 2.7466, grad_norm: 2.1689 2021-07-08 19:19:07,630 - mmaction - INFO - Epoch [63][80/1879] lr: 8.621e-02, eta: 3 days, 21:34:37, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6488, loss_cls: 2.7035, loss: 2.7035, grad_norm: 2.1512 2021-07-08 19:19:24,983 - mmaction - INFO - Epoch [63][100/1879] lr: 8.621e-02, eta: 3 days, 21:34:15, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6391, loss_cls: 2.7628, loss: 2.7628, grad_norm: 2.2151 2021-07-08 19:19:42,420 - mmaction - INFO - Epoch [63][120/1879] lr: 8.621e-02, eta: 3 days, 21:33:53, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6379, loss_cls: 2.7242, loss: 2.7242, grad_norm: 2.1439 2021-07-08 19:19:59,877 - mmaction - INFO - Epoch [63][140/1879] lr: 8.621e-02, eta: 3 days, 21:33:31, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6625, loss_cls: 2.6469, loss: 2.6469, grad_norm: 2.1922 2021-07-08 19:20:17,417 - mmaction - INFO - Epoch [63][160/1879] lr: 8.621e-02, eta: 3 days, 21:33:10, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6223, loss_cls: 2.8404, loss: 2.8404, grad_norm: 2.2014 2021-07-08 19:20:34,925 - mmaction - INFO - Epoch [63][180/1879] lr: 8.621e-02, eta: 3 days, 21:32:48, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6277, loss_cls: 2.7685, loss: 2.7685, grad_norm: 2.1547 2021-07-08 19:20:52,390 - mmaction - INFO - Epoch [63][200/1879] lr: 8.621e-02, eta: 3 days, 21:32:26, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6559, loss_cls: 2.6582, loss: 2.6582, grad_norm: 2.1543 2021-07-08 19:21:09,893 - mmaction - INFO - Epoch [63][220/1879] lr: 8.621e-02, eta: 3 days, 21:32:05, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6395, loss_cls: 2.7180, loss: 2.7180, grad_norm: 2.2381 2021-07-08 19:21:27,358 - mmaction - INFO - Epoch [63][240/1879] lr: 8.621e-02, eta: 3 days, 21:31:43, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6449, loss_cls: 2.6976, loss: 2.6976, grad_norm: 2.1849 2021-07-08 19:21:44,779 - mmaction - INFO - Epoch [63][260/1879] lr: 8.621e-02, eta: 3 days, 21:31:22, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6359, loss_cls: 2.7708, loss: 2.7708, grad_norm: 2.2172 2021-07-08 19:22:02,173 - mmaction - INFO - Epoch [63][280/1879] lr: 8.621e-02, eta: 3 days, 21:31:00, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6289, loss_cls: 2.7706, loss: 2.7706, grad_norm: 2.1541 2021-07-08 19:22:19,565 - mmaction - INFO - Epoch [63][300/1879] lr: 8.621e-02, eta: 3 days, 21:30:38, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6344, loss_cls: 2.7842, loss: 2.7842, grad_norm: 2.1620 2021-07-08 19:22:36,986 - mmaction - INFO - Epoch [63][320/1879] lr: 8.621e-02, eta: 3 days, 21:30:16, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6230, loss_cls: 2.8455, loss: 2.8455, grad_norm: 2.2155 2021-07-08 19:22:54,406 - mmaction - INFO - Epoch [63][340/1879] lr: 8.621e-02, eta: 3 days, 21:29:54, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6520, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.2001 2021-07-08 19:23:11,854 - mmaction - INFO - Epoch [63][360/1879] lr: 8.621e-02, eta: 3 days, 21:29:32, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6270, loss_cls: 2.8086, loss: 2.8086, grad_norm: 2.1752 2021-07-08 19:23:29,332 - mmaction - INFO - Epoch [63][380/1879] lr: 8.621e-02, eta: 3 days, 21:29:11, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6289, loss_cls: 2.8081, loss: 2.8081, grad_norm: 2.1917 2021-07-08 19:23:46,687 - mmaction - INFO - Epoch [63][400/1879] lr: 8.621e-02, eta: 3 days, 21:28:49, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6375, loss_cls: 2.7689, loss: 2.7689, grad_norm: 2.1715 2021-07-08 19:24:04,214 - mmaction - INFO - Epoch [63][420/1879] lr: 8.621e-02, eta: 3 days, 21:28:27, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3676, top5_acc: 0.6297, loss_cls: 2.7869, loss: 2.7869, grad_norm: 2.2101 2021-07-08 19:24:21,519 - mmaction - INFO - Epoch [63][440/1879] lr: 8.621e-02, eta: 3 days, 21:28:05, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6281, loss_cls: 2.7845, loss: 2.7845, grad_norm: 2.1348 2021-07-08 19:24:39,025 - mmaction - INFO - Epoch [63][460/1879] lr: 8.621e-02, eta: 3 days, 21:27:44, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6363, loss_cls: 2.7603, loss: 2.7603, grad_norm: 2.1311 2021-07-08 19:24:56,558 - mmaction - INFO - Epoch [63][480/1879] lr: 8.621e-02, eta: 3 days, 21:27:22, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6262, loss_cls: 2.8208, loss: 2.8208, grad_norm: 2.1772 2021-07-08 19:25:14,179 - mmaction - INFO - Epoch [63][500/1879] lr: 8.621e-02, eta: 3 days, 21:27:01, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6285, loss_cls: 2.8011, loss: 2.8011, grad_norm: 2.1555 2021-07-08 19:25:31,566 - mmaction - INFO - Epoch [63][520/1879] lr: 8.621e-02, eta: 3 days, 21:26:39, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6395, loss_cls: 2.7566, loss: 2.7566, grad_norm: 2.1960 2021-07-08 19:25:48,973 - mmaction - INFO - Epoch [63][540/1879] lr: 8.621e-02, eta: 3 days, 21:26:17, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6246, loss_cls: 2.8279, loss: 2.8279, grad_norm: 2.1883 2021-07-08 19:26:06,536 - mmaction - INFO - Epoch [63][560/1879] lr: 8.621e-02, eta: 3 days, 21:25:56, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6406, loss_cls: 2.7804, loss: 2.7804, grad_norm: 2.1263 2021-07-08 19:26:24,069 - mmaction - INFO - Epoch [63][580/1879] lr: 8.621e-02, eta: 3 days, 21:25:34, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6211, loss_cls: 2.7911, loss: 2.7911, grad_norm: 2.1376 2021-07-08 19:26:41,564 - mmaction - INFO - Epoch [63][600/1879] lr: 8.621e-02, eta: 3 days, 21:25:13, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6543, loss_cls: 2.6934, loss: 2.6934, grad_norm: 2.1707 2021-07-08 19:26:59,132 - mmaction - INFO - Epoch [63][620/1879] lr: 8.621e-02, eta: 3 days, 21:24:52, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6336, loss_cls: 2.7536, loss: 2.7536, grad_norm: 2.1454 2021-07-08 19:27:16,526 - mmaction - INFO - Epoch [63][640/1879] lr: 8.621e-02, eta: 3 days, 21:24:30, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6336, loss_cls: 2.7873, loss: 2.7873, grad_norm: 2.1989 2021-07-08 19:27:34,054 - mmaction - INFO - Epoch [63][660/1879] lr: 8.621e-02, eta: 3 days, 21:24:08, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6312, loss_cls: 2.7909, loss: 2.7909, grad_norm: 2.1708 2021-07-08 19:27:51,473 - mmaction - INFO - Epoch [63][680/1879] lr: 8.621e-02, eta: 3 days, 21:23:47, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6434, loss_cls: 2.7346, loss: 2.7346, grad_norm: 2.1659 2021-07-08 19:28:08,965 - mmaction - INFO - Epoch [63][700/1879] lr: 8.621e-02, eta: 3 days, 21:23:25, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.7103, loss: 2.7103, grad_norm: 2.1518 2021-07-08 19:28:26,295 - mmaction - INFO - Epoch [63][720/1879] lr: 8.621e-02, eta: 3 days, 21:23:03, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6242, loss_cls: 2.7832, loss: 2.7832, grad_norm: 2.1881 2021-07-08 19:28:43,750 - mmaction - INFO - Epoch [63][740/1879] lr: 8.621e-02, eta: 3 days, 21:22:41, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6539, loss_cls: 2.7126, loss: 2.7126, grad_norm: 2.1704 2021-07-08 19:29:01,209 - mmaction - INFO - Epoch [63][760/1879] lr: 8.621e-02, eta: 3 days, 21:22:20, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6293, loss_cls: 2.8095, loss: 2.8095, grad_norm: 2.1663 2021-07-08 19:29:18,854 - mmaction - INFO - Epoch [63][780/1879] lr: 8.621e-02, eta: 3 days, 21:21:59, time: 0.884, data_time: 0.005, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6492, loss_cls: 2.7373, loss: 2.7373, grad_norm: 2.2253 2021-07-08 19:29:36,381 - mmaction - INFO - Epoch [63][800/1879] lr: 8.621e-02, eta: 3 days, 21:21:37, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6363, loss_cls: 2.7604, loss: 2.7604, grad_norm: 2.1964 2021-07-08 19:29:53,886 - mmaction - INFO - Epoch [63][820/1879] lr: 8.621e-02, eta: 3 days, 21:21:16, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6316, loss_cls: 2.7899, loss: 2.7899, grad_norm: 2.1690 2021-07-08 19:30:11,354 - mmaction - INFO - Epoch [63][840/1879] lr: 8.621e-02, eta: 3 days, 21:20:54, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6430, loss_cls: 2.7540, loss: 2.7540, grad_norm: 2.1791 2021-07-08 19:30:28,780 - mmaction - INFO - Epoch [63][860/1879] lr: 8.621e-02, eta: 3 days, 21:20:32, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6445, loss_cls: 2.7486, loss: 2.7486, grad_norm: 2.2057 2021-07-08 19:30:46,313 - mmaction - INFO - Epoch [63][880/1879] lr: 8.621e-02, eta: 3 days, 21:20:11, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6477, loss_cls: 2.7394, loss: 2.7394, grad_norm: 2.1830 2021-07-08 19:31:03,783 - mmaction - INFO - Epoch [63][900/1879] lr: 8.621e-02, eta: 3 days, 21:19:49, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6414, loss_cls: 2.7266, loss: 2.7266, grad_norm: 2.1678 2021-07-08 19:31:21,327 - mmaction - INFO - Epoch [63][920/1879] lr: 8.621e-02, eta: 3 days, 21:19:28, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6402, loss_cls: 2.7483, loss: 2.7483, grad_norm: 2.1902 2021-07-08 19:31:38,820 - mmaction - INFO - Epoch [63][940/1879] lr: 8.621e-02, eta: 3 days, 21:19:06, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6281, loss_cls: 2.7801, loss: 2.7801, grad_norm: 2.1716 2021-07-08 19:31:56,304 - mmaction - INFO - Epoch [63][960/1879] lr: 8.621e-02, eta: 3 days, 21:18:45, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6176, loss_cls: 2.8140, loss: 2.8140, grad_norm: 2.1915 2021-07-08 19:32:13,760 - mmaction - INFO - Epoch [63][980/1879] lr: 8.621e-02, eta: 3 days, 21:18:23, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6285, loss_cls: 2.7816, loss: 2.7816, grad_norm: 2.1699 2021-07-08 19:32:31,209 - mmaction - INFO - Epoch [63][1000/1879] lr: 8.621e-02, eta: 3 days, 21:18:01, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6230, loss_cls: 2.8440, loss: 2.8440, grad_norm: 2.1717 2021-07-08 19:32:48,565 - mmaction - INFO - Epoch [63][1020/1879] lr: 8.621e-02, eta: 3 days, 21:17:40, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6258, loss_cls: 2.7870, loss: 2.7870, grad_norm: 2.1387 2021-07-08 19:33:05,888 - mmaction - INFO - Epoch [63][1040/1879] lr: 8.621e-02, eta: 3 days, 21:17:17, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6363, loss_cls: 2.7613, loss: 2.7613, grad_norm: 2.1638 2021-07-08 19:33:23,492 - mmaction - INFO - Epoch [63][1060/1879] lr: 8.621e-02, eta: 3 days, 21:16:56, time: 0.879, data_time: 0.001, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6461, loss_cls: 2.7819, loss: 2.7819, grad_norm: 2.1973 2021-07-08 19:33:41,004 - mmaction - INFO - Epoch [63][1080/1879] lr: 8.621e-02, eta: 3 days, 21:16:35, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6520, loss_cls: 2.6945, loss: 2.6945, grad_norm: 2.1735 2021-07-08 19:33:58,320 - mmaction - INFO - Epoch [63][1100/1879] lr: 8.621e-02, eta: 3 days, 21:16:13, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6379, loss_cls: 2.7801, loss: 2.7801, grad_norm: 2.1636 2021-07-08 19:34:15,853 - mmaction - INFO - Epoch [63][1120/1879] lr: 8.621e-02, eta: 3 days, 21:15:51, time: 0.877, data_time: 0.000, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6293, loss_cls: 2.7749, loss: 2.7749, grad_norm: 2.1813 2021-07-08 19:34:33,305 - mmaction - INFO - Epoch [63][1140/1879] lr: 8.621e-02, eta: 3 days, 21:15:30, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3594, top5_acc: 0.6273, loss_cls: 2.8512, loss: 2.8512, grad_norm: 2.1610 2021-07-08 19:34:50,728 - mmaction - INFO - Epoch [63][1160/1879] lr: 8.621e-02, eta: 3 days, 21:15:08, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6402, loss_cls: 2.7804, loss: 2.7804, grad_norm: 2.1428 2021-07-08 19:35:08,194 - mmaction - INFO - Epoch [63][1180/1879] lr: 8.621e-02, eta: 3 days, 21:14:46, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6359, loss_cls: 2.7869, loss: 2.7869, grad_norm: 2.1749 2021-07-08 19:35:25,683 - mmaction - INFO - Epoch [63][1200/1879] lr: 8.621e-02, eta: 3 days, 21:14:25, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6324, loss_cls: 2.8051, loss: 2.8051, grad_norm: 2.1851 2021-07-08 19:35:43,156 - mmaction - INFO - Epoch [63][1220/1879] lr: 8.621e-02, eta: 3 days, 21:14:03, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6551, loss_cls: 2.6903, loss: 2.6903, grad_norm: 2.1240 2021-07-08 19:36:00,749 - mmaction - INFO - Epoch [63][1240/1879] lr: 8.621e-02, eta: 3 days, 21:13:42, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6387, loss_cls: 2.7934, loss: 2.7934, grad_norm: 2.1895 2021-07-08 19:36:18,200 - mmaction - INFO - Epoch [63][1260/1879] lr: 8.621e-02, eta: 3 days, 21:13:20, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6344, loss_cls: 2.8184, loss: 2.8184, grad_norm: 2.1792 2021-07-08 19:36:35,590 - mmaction - INFO - Epoch [63][1280/1879] lr: 8.621e-02, eta: 3 days, 21:12:59, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6242, loss_cls: 2.8004, loss: 2.8004, grad_norm: 2.0991 2021-07-08 19:36:53,132 - mmaction - INFO - Epoch [63][1300/1879] lr: 8.621e-02, eta: 3 days, 21:12:37, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6250, loss_cls: 2.7980, loss: 2.7980, grad_norm: 2.1487 2021-07-08 19:37:10,500 - mmaction - INFO - Epoch [63][1320/1879] lr: 8.621e-02, eta: 3 days, 21:12:15, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6422, loss_cls: 2.7236, loss: 2.7236, grad_norm: 2.1715 2021-07-08 19:37:27,957 - mmaction - INFO - Epoch [63][1340/1879] lr: 8.621e-02, eta: 3 days, 21:11:54, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6301, loss_cls: 2.8313, loss: 2.8313, grad_norm: 2.1700 2021-07-08 19:37:45,410 - mmaction - INFO - Epoch [63][1360/1879] lr: 8.621e-02, eta: 3 days, 21:11:32, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6434, loss_cls: 2.8015, loss: 2.8015, grad_norm: 2.1577 2021-07-08 19:38:02,871 - mmaction - INFO - Epoch [63][1380/1879] lr: 8.621e-02, eta: 3 days, 21:11:10, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6402, loss_cls: 2.7716, loss: 2.7716, grad_norm: 2.2040 2021-07-08 19:38:20,426 - mmaction - INFO - Epoch [63][1400/1879] lr: 8.621e-02, eta: 3 days, 21:10:49, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6297, loss_cls: 2.7450, loss: 2.7450, grad_norm: 2.1084 2021-07-08 19:38:37,852 - mmaction - INFO - Epoch [63][1420/1879] lr: 8.621e-02, eta: 3 days, 21:10:27, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6297, loss_cls: 2.7925, loss: 2.7925, grad_norm: 2.1399 2021-07-08 19:38:55,412 - mmaction - INFO - Epoch [63][1440/1879] lr: 8.621e-02, eta: 3 days, 21:10:06, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6195, loss_cls: 2.8156, loss: 2.8156, grad_norm: 2.1972 2021-07-08 19:39:12,855 - mmaction - INFO - Epoch [63][1460/1879] lr: 8.621e-02, eta: 3 days, 21:09:44, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6316, loss_cls: 2.8264, loss: 2.8264, grad_norm: 2.1551 2021-07-08 19:39:30,273 - mmaction - INFO - Epoch [63][1480/1879] lr: 8.621e-02, eta: 3 days, 21:09:23, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6367, loss_cls: 2.7475, loss: 2.7475, grad_norm: 2.1075 2021-07-08 19:39:47,641 - mmaction - INFO - Epoch [63][1500/1879] lr: 8.621e-02, eta: 3 days, 21:09:01, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6289, loss_cls: 2.7678, loss: 2.7678, grad_norm: 2.1458 2021-07-08 19:40:05,087 - mmaction - INFO - Epoch [63][1520/1879] lr: 8.621e-02, eta: 3 days, 21:08:39, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3691, top5_acc: 0.6301, loss_cls: 2.8636, loss: 2.8636, grad_norm: 2.1897 2021-07-08 19:40:22,554 - mmaction - INFO - Epoch [63][1540/1879] lr: 8.621e-02, eta: 3 days, 21:08:18, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6344, loss_cls: 2.7966, loss: 2.7966, grad_norm: 2.1657 2021-07-08 19:40:40,093 - mmaction - INFO - Epoch [63][1560/1879] lr: 8.621e-02, eta: 3 days, 21:07:56, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6195, loss_cls: 2.8308, loss: 2.8308, grad_norm: 2.1844 2021-07-08 19:40:57,603 - mmaction - INFO - Epoch [63][1580/1879] lr: 8.621e-02, eta: 3 days, 21:07:35, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6332, loss_cls: 2.7554, loss: 2.7554, grad_norm: 2.1199 2021-07-08 19:41:15,049 - mmaction - INFO - Epoch [63][1600/1879] lr: 8.621e-02, eta: 3 days, 21:07:13, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6418, loss_cls: 2.7476, loss: 2.7476, grad_norm: 2.1371 2021-07-08 19:41:32,529 - mmaction - INFO - Epoch [63][1620/1879] lr: 8.621e-02, eta: 3 days, 21:06:52, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6410, loss_cls: 2.6961, loss: 2.6961, grad_norm: 2.1808 2021-07-08 19:41:50,053 - mmaction - INFO - Epoch [63][1640/1879] lr: 8.621e-02, eta: 3 days, 21:06:30, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6270, loss_cls: 2.8223, loss: 2.8223, grad_norm: 2.1913 2021-07-08 19:42:07,436 - mmaction - INFO - Epoch [63][1660/1879] lr: 8.621e-02, eta: 3 days, 21:06:08, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6234, loss_cls: 2.7951, loss: 2.7951, grad_norm: 2.1429 2021-07-08 19:42:24,945 - mmaction - INFO - Epoch [63][1680/1879] lr: 8.621e-02, eta: 3 days, 21:05:47, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6402, loss_cls: 2.7653, loss: 2.7653, grad_norm: 2.1579 2021-07-08 19:42:42,373 - mmaction - INFO - Epoch [63][1700/1879] lr: 8.621e-02, eta: 3 days, 21:05:25, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6445, loss_cls: 2.7575, loss: 2.7575, grad_norm: 2.2256 2021-07-08 19:42:59,762 - mmaction - INFO - Epoch [63][1720/1879] lr: 8.621e-02, eta: 3 days, 21:05:03, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6230, loss_cls: 2.8680, loss: 2.8680, grad_norm: 2.2030 2021-07-08 19:43:17,258 - mmaction - INFO - Epoch [63][1740/1879] lr: 8.621e-02, eta: 3 days, 21:04:42, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6441, loss_cls: 2.7236, loss: 2.7236, grad_norm: 2.1324 2021-07-08 19:43:34,747 - mmaction - INFO - Epoch [63][1760/1879] lr: 8.621e-02, eta: 3 days, 21:04:21, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6246, loss_cls: 2.8146, loss: 2.8146, grad_norm: 2.1718 2021-07-08 19:43:52,272 - mmaction - INFO - Epoch [63][1780/1879] lr: 8.621e-02, eta: 3 days, 21:03:59, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6312, loss_cls: 2.7800, loss: 2.7800, grad_norm: 2.1226 2021-07-08 19:44:09,762 - mmaction - INFO - Epoch [63][1800/1879] lr: 8.621e-02, eta: 3 days, 21:03:38, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6312, loss_cls: 2.8004, loss: 2.8004, grad_norm: 2.1870 2021-07-08 19:44:27,299 - mmaction - INFO - Epoch [63][1820/1879] lr: 8.621e-02, eta: 3 days, 21:03:16, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6316, loss_cls: 2.8034, loss: 2.8034, grad_norm: 2.1413 2021-07-08 19:44:44,876 - mmaction - INFO - Epoch [63][1840/1879] lr: 8.621e-02, eta: 3 days, 21:02:55, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3648, top5_acc: 0.6148, loss_cls: 2.8441, loss: 2.8441, grad_norm: 2.1246 2021-07-08 19:45:02,368 - mmaction - INFO - Epoch [63][1860/1879] lr: 8.621e-02, eta: 3 days, 21:02:34, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6520, loss_cls: 2.7037, loss: 2.7037, grad_norm: 2.1246 2021-07-08 19:47:47,268 - mmaction - INFO - Epoch [64][20/1879] lr: 8.579e-02, eta: 3 days, 21:07:12, time: 6.936, data_time: 5.963, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6523, loss_cls: 2.6798, loss: 2.6798, grad_norm: 2.1021 2021-07-08 19:48:04,402 - mmaction - INFO - Epoch [64][40/1879] lr: 8.579e-02, eta: 3 days, 21:06:49, time: 0.855, data_time: 0.006, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6426, loss_cls: 2.6945, loss: 2.6945, grad_norm: 2.1894 2021-07-08 19:48:21,640 - mmaction - INFO - Epoch [64][60/1879] lr: 8.579e-02, eta: 3 days, 21:06:27, time: 0.863, data_time: 0.007, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6430, loss_cls: 2.7304, loss: 2.7304, grad_norm: 2.1116 2021-07-08 19:48:38,980 - mmaction - INFO - Epoch [64][80/1879] lr: 8.579e-02, eta: 3 days, 21:06:05, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6457, loss_cls: 2.7526, loss: 2.7526, grad_norm: 2.1727 2021-07-08 19:48:56,458 - mmaction - INFO - Epoch [64][100/1879] lr: 8.579e-02, eta: 3 days, 21:05:44, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6383, loss_cls: 2.7193, loss: 2.7193, grad_norm: 2.1879 2021-07-08 19:49:13,841 - mmaction - INFO - Epoch [64][120/1879] lr: 8.579e-02, eta: 3 days, 21:05:22, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6531, loss_cls: 2.6689, loss: 2.6689, grad_norm: 2.1658 2021-07-08 19:49:31,402 - mmaction - INFO - Epoch [64][140/1879] lr: 8.579e-02, eta: 3 days, 21:05:00, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6477, loss_cls: 2.7337, loss: 2.7337, grad_norm: 2.2475 2021-07-08 19:49:48,820 - mmaction - INFO - Epoch [64][160/1879] lr: 8.579e-02, eta: 3 days, 21:04:39, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6512, loss_cls: 2.7581, loss: 2.7581, grad_norm: 2.1710 2021-07-08 19:50:06,373 - mmaction - INFO - Epoch [64][180/1879] lr: 8.579e-02, eta: 3 days, 21:04:17, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6195, loss_cls: 2.8052, loss: 2.8052, grad_norm: 2.1851 2021-07-08 19:50:23,771 - mmaction - INFO - Epoch [64][200/1879] lr: 8.579e-02, eta: 3 days, 21:03:56, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6422, loss_cls: 2.7661, loss: 2.7661, grad_norm: 2.1712 2021-07-08 19:50:41,290 - mmaction - INFO - Epoch [64][220/1879] lr: 8.579e-02, eta: 3 days, 21:03:34, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6395, loss_cls: 2.7494, loss: 2.7494, grad_norm: 2.1579 2021-07-08 19:50:58,795 - mmaction - INFO - Epoch [64][240/1879] lr: 8.579e-02, eta: 3 days, 21:03:13, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6449, loss_cls: 2.7398, loss: 2.7398, grad_norm: 2.1870 2021-07-08 19:51:16,235 - mmaction - INFO - Epoch [64][260/1879] lr: 8.579e-02, eta: 3 days, 21:02:51, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6344, loss_cls: 2.7660, loss: 2.7660, grad_norm: 2.2037 2021-07-08 19:51:33,833 - mmaction - INFO - Epoch [64][280/1879] lr: 8.579e-02, eta: 3 days, 21:02:30, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6449, loss_cls: 2.7504, loss: 2.7504, grad_norm: 2.1411 2021-07-08 19:51:51,346 - mmaction - INFO - Epoch [64][300/1879] lr: 8.579e-02, eta: 3 days, 21:02:08, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6328, loss_cls: 2.7999, loss: 2.7999, grad_norm: 2.1437 2021-07-08 19:52:08,868 - mmaction - INFO - Epoch [64][320/1879] lr: 8.579e-02, eta: 3 days, 21:01:47, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6414, loss_cls: 2.7225, loss: 2.7225, grad_norm: 2.1890 2021-07-08 19:52:26,431 - mmaction - INFO - Epoch [64][340/1879] lr: 8.579e-02, eta: 3 days, 21:01:25, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6465, loss_cls: 2.7185, loss: 2.7185, grad_norm: 2.1885 2021-07-08 19:52:43,878 - mmaction - INFO - Epoch [64][360/1879] lr: 8.579e-02, eta: 3 days, 21:01:04, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6277, loss_cls: 2.7915, loss: 2.7915, grad_norm: 2.1877 2021-07-08 19:53:01,397 - mmaction - INFO - Epoch [64][380/1879] lr: 8.579e-02, eta: 3 days, 21:00:42, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6484, loss_cls: 2.7250, loss: 2.7250, grad_norm: 2.1585 2021-07-08 19:53:18,752 - mmaction - INFO - Epoch [64][400/1879] lr: 8.579e-02, eta: 3 days, 21:00:20, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6512, loss_cls: 2.7152, loss: 2.7152, grad_norm: 2.1370 2021-07-08 19:53:36,276 - mmaction - INFO - Epoch [64][420/1879] lr: 8.579e-02, eta: 3 days, 20:59:59, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6336, loss_cls: 2.7514, loss: 2.7514, grad_norm: 2.2084 2021-07-08 19:53:53,620 - mmaction - INFO - Epoch [64][440/1879] lr: 8.579e-02, eta: 3 days, 20:59:37, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6484, loss_cls: 2.7322, loss: 2.7322, grad_norm: 2.1764 2021-07-08 19:54:11,166 - mmaction - INFO - Epoch [64][460/1879] lr: 8.579e-02, eta: 3 days, 20:59:16, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6266, loss_cls: 2.8156, loss: 2.8156, grad_norm: 2.2096 2021-07-08 19:54:28,759 - mmaction - INFO - Epoch [64][480/1879] lr: 8.579e-02, eta: 3 days, 20:58:54, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6227, loss_cls: 2.8166, loss: 2.8166, grad_norm: 2.1552 2021-07-08 19:54:46,175 - mmaction - INFO - Epoch [64][500/1879] lr: 8.579e-02, eta: 3 days, 20:58:33, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6328, loss_cls: 2.7945, loss: 2.7945, grad_norm: 2.2060 2021-07-08 19:55:03,617 - mmaction - INFO - Epoch [64][520/1879] lr: 8.579e-02, eta: 3 days, 20:58:11, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6398, loss_cls: 2.7269, loss: 2.7269, grad_norm: 2.2222 2021-07-08 19:55:21,069 - mmaction - INFO - Epoch [64][540/1879] lr: 8.579e-02, eta: 3 days, 20:57:49, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6316, loss_cls: 2.7610, loss: 2.7610, grad_norm: 2.1646 2021-07-08 19:55:38,520 - mmaction - INFO - Epoch [64][560/1879] lr: 8.579e-02, eta: 3 days, 20:57:28, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6184, loss_cls: 2.8343, loss: 2.8343, grad_norm: 2.1552 2021-07-08 19:55:56,085 - mmaction - INFO - Epoch [64][580/1879] lr: 8.579e-02, eta: 3 days, 20:57:07, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6445, loss_cls: 2.7624, loss: 2.7624, grad_norm: 2.2006 2021-07-08 19:56:13,579 - mmaction - INFO - Epoch [64][600/1879] lr: 8.579e-02, eta: 3 days, 20:56:45, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6391, loss_cls: 2.7698, loss: 2.7698, grad_norm: 2.2047 2021-07-08 19:56:31,095 - mmaction - INFO - Epoch [64][620/1879] lr: 8.579e-02, eta: 3 days, 20:56:24, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6238, loss_cls: 2.8354, loss: 2.8354, grad_norm: 2.1953 2021-07-08 19:56:48,474 - mmaction - INFO - Epoch [64][640/1879] lr: 8.579e-02, eta: 3 days, 20:56:02, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6309, loss_cls: 2.7759, loss: 2.7759, grad_norm: 2.1698 2021-07-08 19:57:05,985 - mmaction - INFO - Epoch [64][660/1879] lr: 8.579e-02, eta: 3 days, 20:55:40, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6383, loss_cls: 2.7496, loss: 2.7496, grad_norm: 2.2355 2021-07-08 19:57:23,430 - mmaction - INFO - Epoch [64][680/1879] lr: 8.579e-02, eta: 3 days, 20:55:19, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6293, loss_cls: 2.8345, loss: 2.8345, grad_norm: 2.1783 2021-07-08 19:57:40,902 - mmaction - INFO - Epoch [64][700/1879] lr: 8.579e-02, eta: 3 days, 20:54:57, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6305, loss_cls: 2.8100, loss: 2.8100, grad_norm: 2.1726 2021-07-08 19:57:58,425 - mmaction - INFO - Epoch [64][720/1879] lr: 8.579e-02, eta: 3 days, 20:54:36, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6379, loss_cls: 2.7572, loss: 2.7572, grad_norm: 2.1716 2021-07-08 19:58:15,861 - mmaction - INFO - Epoch [64][740/1879] lr: 8.579e-02, eta: 3 days, 20:54:14, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6266, loss_cls: 2.8053, loss: 2.8053, grad_norm: 2.1768 2021-07-08 19:58:33,363 - mmaction - INFO - Epoch [64][760/1879] lr: 8.579e-02, eta: 3 days, 20:53:53, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6418, loss_cls: 2.7201, loss: 2.7201, grad_norm: 2.1263 2021-07-08 19:58:50,756 - mmaction - INFO - Epoch [64][780/1879] lr: 8.579e-02, eta: 3 days, 20:53:31, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6355, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.1691 2021-07-08 19:59:08,181 - mmaction - INFO - Epoch [64][800/1879] lr: 8.579e-02, eta: 3 days, 20:53:09, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6281, loss_cls: 2.8383, loss: 2.8383, grad_norm: 2.2254 2021-07-08 19:59:25,735 - mmaction - INFO - Epoch [64][820/1879] lr: 8.579e-02, eta: 3 days, 20:52:48, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6445, loss_cls: 2.7463, loss: 2.7463, grad_norm: 2.1659 2021-07-08 19:59:43,237 - mmaction - INFO - Epoch [64][840/1879] lr: 8.579e-02, eta: 3 days, 20:52:26, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6414, loss_cls: 2.7583, loss: 2.7583, grad_norm: 2.1703 2021-07-08 20:00:00,854 - mmaction - INFO - Epoch [64][860/1879] lr: 8.579e-02, eta: 3 days, 20:52:05, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6309, loss_cls: 2.8072, loss: 2.8072, grad_norm: 2.1534 2021-07-08 20:00:18,399 - mmaction - INFO - Epoch [64][880/1879] lr: 8.579e-02, eta: 3 days, 20:51:44, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6332, loss_cls: 2.8100, loss: 2.8100, grad_norm: 2.1932 2021-07-08 20:00:36,015 - mmaction - INFO - Epoch [64][900/1879] lr: 8.579e-02, eta: 3 days, 20:51:23, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6316, loss_cls: 2.7430, loss: 2.7430, grad_norm: 2.1823 2021-07-08 20:00:53,575 - mmaction - INFO - Epoch [64][920/1879] lr: 8.579e-02, eta: 3 days, 20:51:02, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6480, loss_cls: 2.7484, loss: 2.7484, grad_norm: 2.2070 2021-07-08 20:01:11,062 - mmaction - INFO - Epoch [64][940/1879] lr: 8.579e-02, eta: 3 days, 20:50:40, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6367, loss_cls: 2.7949, loss: 2.7949, grad_norm: 2.1557 2021-07-08 20:01:28,517 - mmaction - INFO - Epoch [64][960/1879] lr: 8.579e-02, eta: 3 days, 20:50:18, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6188, loss_cls: 2.8346, loss: 2.8346, grad_norm: 2.1710 2021-07-08 20:01:45,982 - mmaction - INFO - Epoch [64][980/1879] lr: 8.579e-02, eta: 3 days, 20:49:57, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6254, loss_cls: 2.7974, loss: 2.7974, grad_norm: 2.1599 2021-07-08 20:02:03,457 - mmaction - INFO - Epoch [64][1000/1879] lr: 8.579e-02, eta: 3 days, 20:49:35, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6445, loss_cls: 2.7488, loss: 2.7488, grad_norm: 2.1146 2021-07-08 20:02:20,771 - mmaction - INFO - Epoch [64][1020/1879] lr: 8.579e-02, eta: 3 days, 20:49:13, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6309, loss_cls: 2.8110, loss: 2.8110, grad_norm: 2.1591 2021-07-08 20:02:38,183 - mmaction - INFO - Epoch [64][1040/1879] lr: 8.579e-02, eta: 3 days, 20:48:52, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6367, loss_cls: 2.7754, loss: 2.7754, grad_norm: 2.1861 2021-07-08 20:02:55,745 - mmaction - INFO - Epoch [64][1060/1879] lr: 8.579e-02, eta: 3 days, 20:48:30, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6273, loss_cls: 2.8135, loss: 2.8135, grad_norm: 2.1602 2021-07-08 20:03:13,138 - mmaction - INFO - Epoch [64][1080/1879] lr: 8.579e-02, eta: 3 days, 20:48:09, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6391, loss_cls: 2.7773, loss: 2.7773, grad_norm: 2.1623 2021-07-08 20:03:30,715 - mmaction - INFO - Epoch [64][1100/1879] lr: 8.579e-02, eta: 3 days, 20:47:47, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6312, loss_cls: 2.7899, loss: 2.7899, grad_norm: 2.1318 2021-07-08 20:03:48,201 - mmaction - INFO - Epoch [64][1120/1879] lr: 8.579e-02, eta: 3 days, 20:47:26, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6293, loss_cls: 2.7841, loss: 2.7841, grad_norm: 2.1837 2021-07-08 20:04:05,870 - mmaction - INFO - Epoch [64][1140/1879] lr: 8.579e-02, eta: 3 days, 20:47:05, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6316, loss_cls: 2.8021, loss: 2.8021, grad_norm: 2.1815 2021-07-08 20:04:23,361 - mmaction - INFO - Epoch [64][1160/1879] lr: 8.579e-02, eta: 3 days, 20:46:43, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6266, loss_cls: 2.7762, loss: 2.7762, grad_norm: 2.1407 2021-07-08 20:04:40,848 - mmaction - INFO - Epoch [64][1180/1879] lr: 8.579e-02, eta: 3 days, 20:46:22, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6234, loss_cls: 2.8252, loss: 2.8252, grad_norm: 2.1835 2021-07-08 20:04:58,280 - mmaction - INFO - Epoch [64][1200/1879] lr: 8.579e-02, eta: 3 days, 20:46:00, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6379, loss_cls: 2.7533, loss: 2.7533, grad_norm: 2.1814 2021-07-08 20:05:15,832 - mmaction - INFO - Epoch [64][1220/1879] lr: 8.579e-02, eta: 3 days, 20:45:39, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6430, loss_cls: 2.7939, loss: 2.7939, grad_norm: 2.1657 2021-07-08 20:05:33,275 - mmaction - INFO - Epoch [64][1240/1879] lr: 8.579e-02, eta: 3 days, 20:45:17, time: 0.876, data_time: 0.008, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6383, loss_cls: 2.7628, loss: 2.7628, grad_norm: 2.1346 2021-07-08 20:05:50,869 - mmaction - INFO - Epoch [64][1260/1879] lr: 8.579e-02, eta: 3 days, 20:44:56, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6441, loss_cls: 2.7673, loss: 2.7673, grad_norm: 2.1782 2021-07-08 20:06:08,332 - mmaction - INFO - Epoch [64][1280/1879] lr: 8.579e-02, eta: 3 days, 20:44:35, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6438, loss_cls: 2.7193, loss: 2.7193, grad_norm: 2.1719 2021-07-08 20:06:25,827 - mmaction - INFO - Epoch [64][1300/1879] lr: 8.579e-02, eta: 3 days, 20:44:13, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6266, loss_cls: 2.8024, loss: 2.8024, grad_norm: 2.2105 2021-07-08 20:06:43,216 - mmaction - INFO - Epoch [64][1320/1879] lr: 8.579e-02, eta: 3 days, 20:43:52, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6320, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.1738 2021-07-08 20:07:00,873 - mmaction - INFO - Epoch [64][1340/1879] lr: 8.579e-02, eta: 3 days, 20:43:31, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6363, loss_cls: 2.7515, loss: 2.7515, grad_norm: 2.2067 2021-07-08 20:07:18,297 - mmaction - INFO - Epoch [64][1360/1879] lr: 8.579e-02, eta: 3 days, 20:43:09, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6441, loss_cls: 2.7399, loss: 2.7399, grad_norm: 2.1208 2021-07-08 20:07:35,868 - mmaction - INFO - Epoch [64][1380/1879] lr: 8.579e-02, eta: 3 days, 20:42:48, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6355, loss_cls: 2.7362, loss: 2.7362, grad_norm: 2.1659 2021-07-08 20:07:53,424 - mmaction - INFO - Epoch [64][1400/1879] lr: 8.579e-02, eta: 3 days, 20:42:27, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6434, loss_cls: 2.7206, loss: 2.7206, grad_norm: 2.1507 2021-07-08 20:08:10,914 - mmaction - INFO - Epoch [64][1420/1879] lr: 8.579e-02, eta: 3 days, 20:42:05, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6328, loss_cls: 2.7704, loss: 2.7704, grad_norm: 2.1790 2021-07-08 20:08:28,380 - mmaction - INFO - Epoch [64][1440/1879] lr: 8.579e-02, eta: 3 days, 20:41:44, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6301, loss_cls: 2.7436, loss: 2.7436, grad_norm: 2.1314 2021-07-08 20:08:46,077 - mmaction - INFO - Epoch [64][1460/1879] lr: 8.579e-02, eta: 3 days, 20:41:23, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6258, loss_cls: 2.8169, loss: 2.8169, grad_norm: 2.2078 2021-07-08 20:09:03,555 - mmaction - INFO - Epoch [64][1480/1879] lr: 8.579e-02, eta: 3 days, 20:41:01, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3668, top5_acc: 0.6184, loss_cls: 2.8714, loss: 2.8714, grad_norm: 2.1772 2021-07-08 20:09:21,099 - mmaction - INFO - Epoch [64][1500/1879] lr: 8.579e-02, eta: 3 days, 20:40:40, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6273, loss_cls: 2.8193, loss: 2.8193, grad_norm: 2.2016 2021-07-08 20:09:38,569 - mmaction - INFO - Epoch [64][1520/1879] lr: 8.579e-02, eta: 3 days, 20:40:18, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6379, loss_cls: 2.7971, loss: 2.7971, grad_norm: 2.1787 2021-07-08 20:09:56,039 - mmaction - INFO - Epoch [64][1540/1879] lr: 8.579e-02, eta: 3 days, 20:39:57, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6410, loss_cls: 2.7772, loss: 2.7772, grad_norm: 2.1744 2021-07-08 20:10:13,625 - mmaction - INFO - Epoch [64][1560/1879] lr: 8.579e-02, eta: 3 days, 20:39:36, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6383, loss_cls: 2.7324, loss: 2.7324, grad_norm: 2.1776 2021-07-08 20:10:31,147 - mmaction - INFO - Epoch [64][1580/1879] lr: 8.579e-02, eta: 3 days, 20:39:14, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6234, loss_cls: 2.8159, loss: 2.8159, grad_norm: 2.1307 2021-07-08 20:10:48,646 - mmaction - INFO - Epoch [64][1600/1879] lr: 8.579e-02, eta: 3 days, 20:38:53, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6398, loss_cls: 2.7968, loss: 2.7968, grad_norm: 2.1765 2021-07-08 20:11:06,130 - mmaction - INFO - Epoch [64][1620/1879] lr: 8.579e-02, eta: 3 days, 20:38:32, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6395, loss_cls: 2.7484, loss: 2.7484, grad_norm: 2.1962 2021-07-08 20:11:23,654 - mmaction - INFO - Epoch [64][1640/1879] lr: 8.579e-02, eta: 3 days, 20:38:10, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6371, loss_cls: 2.7734, loss: 2.7734, grad_norm: 2.1778 2021-07-08 20:11:41,135 - mmaction - INFO - Epoch [64][1660/1879] lr: 8.579e-02, eta: 3 days, 20:37:49, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6402, loss_cls: 2.7586, loss: 2.7586, grad_norm: 2.1602 2021-07-08 20:11:58,548 - mmaction - INFO - Epoch [64][1680/1879] lr: 8.579e-02, eta: 3 days, 20:37:27, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6414, loss_cls: 2.7615, loss: 2.7615, grad_norm: 2.1714 2021-07-08 20:12:15,917 - mmaction - INFO - Epoch [64][1700/1879] lr: 8.579e-02, eta: 3 days, 20:37:05, time: 0.871, data_time: 0.007, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6184, loss_cls: 2.8212, loss: 2.8212, grad_norm: 2.2240 2021-07-08 20:12:33,468 - mmaction - INFO - Epoch [64][1720/1879] lr: 8.579e-02, eta: 3 days, 20:36:44, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6316, loss_cls: 2.7531, loss: 2.7531, grad_norm: 2.1950 2021-07-08 20:12:50,844 - mmaction - INFO - Epoch [64][1740/1879] lr: 8.579e-02, eta: 3 days, 20:36:22, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6477, loss_cls: 2.7469, loss: 2.7469, grad_norm: 2.1803 2021-07-08 20:13:08,404 - mmaction - INFO - Epoch [64][1760/1879] lr: 8.579e-02, eta: 3 days, 20:36:01, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3684, top5_acc: 0.6168, loss_cls: 2.8503, loss: 2.8503, grad_norm: 2.1918 2021-07-08 20:13:25,839 - mmaction - INFO - Epoch [64][1780/1879] lr: 8.579e-02, eta: 3 days, 20:35:39, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6285, loss_cls: 2.8134, loss: 2.8134, grad_norm: 2.1362 2021-07-08 20:13:43,412 - mmaction - INFO - Epoch [64][1800/1879] lr: 8.579e-02, eta: 3 days, 20:35:18, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6398, loss_cls: 2.7358, loss: 2.7358, grad_norm: 2.1257 2021-07-08 20:14:00,914 - mmaction - INFO - Epoch [64][1820/1879] lr: 8.579e-02, eta: 3 days, 20:34:57, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6352, loss_cls: 2.7836, loss: 2.7836, grad_norm: 2.1999 2021-07-08 20:14:18,320 - mmaction - INFO - Epoch [64][1840/1879] lr: 8.579e-02, eta: 3 days, 20:34:35, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6258, loss_cls: 2.7857, loss: 2.7857, grad_norm: 2.1477 2021-07-08 20:14:35,778 - mmaction - INFO - Epoch [64][1860/1879] lr: 8.579e-02, eta: 3 days, 20:34:14, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6320, loss_cls: 2.8292, loss: 2.8292, grad_norm: 2.1802 2021-07-08 20:14:59,374 - mmaction - INFO - Saving checkpoint at 64 epochs 2021-07-08 20:17:27,453 - mmaction - INFO - Epoch [65][20/1879] lr: 8.536e-02, eta: 3 days, 20:39:12, time: 7.377, data_time: 6.365, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6418, loss_cls: 2.7508, loss: 2.7508, grad_norm: 2.1915 2021-07-08 20:17:44,774 - mmaction - INFO - Epoch [65][40/1879] lr: 8.536e-02, eta: 3 days, 20:38:50, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6418, loss_cls: 2.7810, loss: 2.7810, grad_norm: 2.2065 2021-07-08 20:18:01,903 - mmaction - INFO - Epoch [65][60/1879] lr: 8.536e-02, eta: 3 days, 20:38:28, time: 0.856, data_time: 0.001, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6453, loss_cls: 2.7067, loss: 2.7067, grad_norm: 2.1303 2021-07-08 20:18:19,240 - mmaction - INFO - Epoch [65][80/1879] lr: 8.536e-02, eta: 3 days, 20:38:05, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6531, loss_cls: 2.7164, loss: 2.7164, grad_norm: 2.1783 2021-07-08 20:18:36,801 - mmaction - INFO - Epoch [65][100/1879] lr: 8.536e-02, eta: 3 days, 20:37:44, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6195, loss_cls: 2.7918, loss: 2.7918, grad_norm: 2.1615 2021-07-08 20:18:54,262 - mmaction - INFO - Epoch [65][120/1879] lr: 8.536e-02, eta: 3 days, 20:37:23, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6379, loss_cls: 2.7489, loss: 2.7489, grad_norm: 2.1591 2021-07-08 20:19:11,700 - mmaction - INFO - Epoch [65][140/1879] lr: 8.536e-02, eta: 3 days, 20:37:01, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6402, loss_cls: 2.7377, loss: 2.7377, grad_norm: 2.0854 2021-07-08 20:19:29,176 - mmaction - INFO - Epoch [65][160/1879] lr: 8.536e-02, eta: 3 days, 20:36:39, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6379, loss_cls: 2.7213, loss: 2.7213, grad_norm: 2.1552 2021-07-08 20:19:46,704 - mmaction - INFO - Epoch [65][180/1879] lr: 8.536e-02, eta: 3 days, 20:36:18, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6438, loss_cls: 2.6917, loss: 2.6917, grad_norm: 2.1667 2021-07-08 20:20:04,218 - mmaction - INFO - Epoch [65][200/1879] lr: 8.536e-02, eta: 3 days, 20:35:57, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6543, loss_cls: 2.6100, loss: 2.6100, grad_norm: 2.1617 2021-07-08 20:20:21,640 - mmaction - INFO - Epoch [65][220/1879] lr: 8.536e-02, eta: 3 days, 20:35:35, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6453, loss_cls: 2.7317, loss: 2.7317, grad_norm: 2.2148 2021-07-08 20:20:39,161 - mmaction - INFO - Epoch [65][240/1879] lr: 8.536e-02, eta: 3 days, 20:35:14, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6430, loss_cls: 2.7001, loss: 2.7001, grad_norm: 2.1970 2021-07-08 20:20:56,650 - mmaction - INFO - Epoch [65][260/1879] lr: 8.536e-02, eta: 3 days, 20:34:52, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6297, loss_cls: 2.7427, loss: 2.7427, grad_norm: 2.1829 2021-07-08 20:21:14,130 - mmaction - INFO - Epoch [65][280/1879] lr: 8.536e-02, eta: 3 days, 20:34:31, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6387, loss_cls: 2.7531, loss: 2.7531, grad_norm: 2.1765 2021-07-08 20:21:31,550 - mmaction - INFO - Epoch [65][300/1879] lr: 8.536e-02, eta: 3 days, 20:34:09, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6219, loss_cls: 2.8691, loss: 2.8691, grad_norm: 2.2387 2021-07-08 20:21:49,150 - mmaction - INFO - Epoch [65][320/1879] lr: 8.536e-02, eta: 3 days, 20:33:48, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6453, loss_cls: 2.7311, loss: 2.7311, grad_norm: 2.1936 2021-07-08 20:22:06,561 - mmaction - INFO - Epoch [65][340/1879] lr: 8.536e-02, eta: 3 days, 20:33:26, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6273, loss_cls: 2.8237, loss: 2.8237, grad_norm: 2.1764 2021-07-08 20:22:23,996 - mmaction - INFO - Epoch [65][360/1879] lr: 8.536e-02, eta: 3 days, 20:33:04, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6395, loss_cls: 2.7118, loss: 2.7118, grad_norm: 2.1248 2021-07-08 20:22:41,506 - mmaction - INFO - Epoch [65][380/1879] lr: 8.536e-02, eta: 3 days, 20:32:43, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6410, loss_cls: 2.7533, loss: 2.7533, grad_norm: 2.1595 2021-07-08 20:22:58,991 - mmaction - INFO - Epoch [65][400/1879] lr: 8.536e-02, eta: 3 days, 20:32:22, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6316, loss_cls: 2.7724, loss: 2.7724, grad_norm: 2.2100 2021-07-08 20:23:16,603 - mmaction - INFO - Epoch [65][420/1879] lr: 8.536e-02, eta: 3 days, 20:32:00, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6434, loss_cls: 2.7470, loss: 2.7470, grad_norm: 2.1780 2021-07-08 20:23:33,939 - mmaction - INFO - Epoch [65][440/1879] lr: 8.536e-02, eta: 3 days, 20:31:39, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6348, loss_cls: 2.7773, loss: 2.7773, grad_norm: 2.1818 2021-07-08 20:23:51,412 - mmaction - INFO - Epoch [65][460/1879] lr: 8.536e-02, eta: 3 days, 20:31:17, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6426, loss_cls: 2.7457, loss: 2.7457, grad_norm: 2.2027 2021-07-08 20:24:08,983 - mmaction - INFO - Epoch [65][480/1879] lr: 8.536e-02, eta: 3 days, 20:30:56, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6227, loss_cls: 2.8233, loss: 2.8233, grad_norm: 2.1616 2021-07-08 20:24:26,409 - mmaction - INFO - Epoch [65][500/1879] lr: 8.536e-02, eta: 3 days, 20:30:34, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6395, loss_cls: 2.7854, loss: 2.7854, grad_norm: 2.1162 2021-07-08 20:24:43,752 - mmaction - INFO - Epoch [65][520/1879] lr: 8.536e-02, eta: 3 days, 20:30:12, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6461, loss_cls: 2.6780, loss: 2.6780, grad_norm: 2.1568 2021-07-08 20:25:01,375 - mmaction - INFO - Epoch [65][540/1879] lr: 8.536e-02, eta: 3 days, 20:29:51, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6473, loss_cls: 2.6601, loss: 2.6601, grad_norm: 2.1632 2021-07-08 20:25:18,781 - mmaction - INFO - Epoch [65][560/1879] lr: 8.536e-02, eta: 3 days, 20:29:29, time: 0.872, data_time: 0.007, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6398, loss_cls: 2.7946, loss: 2.7946, grad_norm: 2.2395 2021-07-08 20:25:36,194 - mmaction - INFO - Epoch [65][580/1879] lr: 8.536e-02, eta: 3 days, 20:29:08, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6574, loss_cls: 2.6457, loss: 2.6457, grad_norm: 2.1754 2021-07-08 20:25:53,738 - mmaction - INFO - Epoch [65][600/1879] lr: 8.536e-02, eta: 3 days, 20:28:46, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6496, loss_cls: 2.7238, loss: 2.7238, grad_norm: 2.2462 2021-07-08 20:26:11,226 - mmaction - INFO - Epoch [65][620/1879] lr: 8.536e-02, eta: 3 days, 20:28:25, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6441, loss_cls: 2.7218, loss: 2.7218, grad_norm: 2.1994 2021-07-08 20:26:28,774 - mmaction - INFO - Epoch [65][640/1879] lr: 8.536e-02, eta: 3 days, 20:28:04, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6223, loss_cls: 2.8214, loss: 2.8214, grad_norm: 2.2364 2021-07-08 20:26:46,230 - mmaction - INFO - Epoch [65][660/1879] lr: 8.536e-02, eta: 3 days, 20:27:42, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6625, loss_cls: 2.6872, loss: 2.6872, grad_norm: 2.1687 2021-07-08 20:27:03,773 - mmaction - INFO - Epoch [65][680/1879] lr: 8.536e-02, eta: 3 days, 20:27:21, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6430, loss_cls: 2.7797, loss: 2.7797, grad_norm: 2.1920 2021-07-08 20:27:21,299 - mmaction - INFO - Epoch [65][700/1879] lr: 8.536e-02, eta: 3 days, 20:26:59, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6434, loss_cls: 2.7635, loss: 2.7635, grad_norm: 2.2088 2021-07-08 20:27:38,741 - mmaction - INFO - Epoch [65][720/1879] lr: 8.536e-02, eta: 3 days, 20:26:38, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6438, loss_cls: 2.7785, loss: 2.7785, grad_norm: 2.1748 2021-07-08 20:27:56,252 - mmaction - INFO - Epoch [65][740/1879] lr: 8.536e-02, eta: 3 days, 20:26:16, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6344, loss_cls: 2.7907, loss: 2.7907, grad_norm: 2.1996 2021-07-08 20:28:13,722 - mmaction - INFO - Epoch [65][760/1879] lr: 8.536e-02, eta: 3 days, 20:25:55, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6496, loss_cls: 2.7227, loss: 2.7227, grad_norm: 2.1852 2021-07-08 20:28:31,343 - mmaction - INFO - Epoch [65][780/1879] lr: 8.536e-02, eta: 3 days, 20:25:34, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6352, loss_cls: 2.7775, loss: 2.7775, grad_norm: 2.2123 2021-07-08 20:28:48,812 - mmaction - INFO - Epoch [65][800/1879] lr: 8.536e-02, eta: 3 days, 20:25:12, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6352, loss_cls: 2.7451, loss: 2.7451, grad_norm: 2.1426 2021-07-08 20:29:06,282 - mmaction - INFO - Epoch [65][820/1879] lr: 8.536e-02, eta: 3 days, 20:24:51, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6328, loss_cls: 2.8382, loss: 2.8382, grad_norm: 2.1944 2021-07-08 20:29:23,712 - mmaction - INFO - Epoch [65][840/1879] lr: 8.536e-02, eta: 3 days, 20:24:29, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6465, loss_cls: 2.7579, loss: 2.7579, grad_norm: 2.1808 2021-07-08 20:29:41,217 - mmaction - INFO - Epoch [65][860/1879] lr: 8.536e-02, eta: 3 days, 20:24:08, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6375, loss_cls: 2.7616, loss: 2.7616, grad_norm: 2.1831 2021-07-08 20:29:58,781 - mmaction - INFO - Epoch [65][880/1879] lr: 8.536e-02, eta: 3 days, 20:23:47, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6398, loss_cls: 2.7873, loss: 2.7873, grad_norm: 2.2094 2021-07-08 20:30:16,357 - mmaction - INFO - Epoch [65][900/1879] lr: 8.536e-02, eta: 3 days, 20:23:25, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6395, loss_cls: 2.7577, loss: 2.7577, grad_norm: 2.2150 2021-07-08 20:30:33,855 - mmaction - INFO - Epoch [65][920/1879] lr: 8.536e-02, eta: 3 days, 20:23:04, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6430, loss_cls: 2.7332, loss: 2.7332, grad_norm: 2.1977 2021-07-08 20:30:51,274 - mmaction - INFO - Epoch [65][940/1879] lr: 8.536e-02, eta: 3 days, 20:22:42, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6168, loss_cls: 2.8005, loss: 2.8005, grad_norm: 2.2115 2021-07-08 20:31:08,785 - mmaction - INFO - Epoch [65][960/1879] lr: 8.536e-02, eta: 3 days, 20:22:21, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6383, loss_cls: 2.7930, loss: 2.7930, grad_norm: 2.1603 2021-07-08 20:31:26,177 - mmaction - INFO - Epoch [65][980/1879] lr: 8.536e-02, eta: 3 days, 20:21:59, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6539, loss_cls: 2.6850, loss: 2.6850, grad_norm: 2.2083 2021-07-08 20:31:43,715 - mmaction - INFO - Epoch [65][1000/1879] lr: 8.536e-02, eta: 3 days, 20:21:38, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6453, loss_cls: 2.7517, loss: 2.7517, grad_norm: 2.2224 2021-07-08 20:32:01,184 - mmaction - INFO - Epoch [65][1020/1879] lr: 8.536e-02, eta: 3 days, 20:21:16, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3645, top5_acc: 0.6184, loss_cls: 2.8615, loss: 2.8615, grad_norm: 2.1899 2021-07-08 20:32:18,612 - mmaction - INFO - Epoch [65][1040/1879] lr: 8.536e-02, eta: 3 days, 20:20:55, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6418, loss_cls: 2.8067, loss: 2.8067, grad_norm: 2.1697 2021-07-08 20:32:35,968 - mmaction - INFO - Epoch [65][1060/1879] lr: 8.536e-02, eta: 3 days, 20:20:33, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6195, loss_cls: 2.8510, loss: 2.8510, grad_norm: 2.1588 2021-07-08 20:32:53,439 - mmaction - INFO - Epoch [65][1080/1879] lr: 8.536e-02, eta: 3 days, 20:20:11, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6395, loss_cls: 2.8327, loss: 2.8327, grad_norm: 2.1933 2021-07-08 20:33:11,016 - mmaction - INFO - Epoch [65][1100/1879] lr: 8.536e-02, eta: 3 days, 20:19:50, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6398, loss_cls: 2.7171, loss: 2.7171, grad_norm: 2.1728 2021-07-08 20:33:28,514 - mmaction - INFO - Epoch [65][1120/1879] lr: 8.536e-02, eta: 3 days, 20:19:29, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6406, loss_cls: 2.7522, loss: 2.7522, grad_norm: 2.2079 2021-07-08 20:33:45,926 - mmaction - INFO - Epoch [65][1140/1879] lr: 8.536e-02, eta: 3 days, 20:19:07, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6355, loss_cls: 2.8175, loss: 2.8175, grad_norm: 2.2296 2021-07-08 20:34:03,371 - mmaction - INFO - Epoch [65][1160/1879] lr: 8.536e-02, eta: 3 days, 20:18:46, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6199, loss_cls: 2.8134, loss: 2.8134, grad_norm: 2.1438 2021-07-08 20:34:20,808 - mmaction - INFO - Epoch [65][1180/1879] lr: 8.536e-02, eta: 3 days, 20:18:24, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6359, loss_cls: 2.7958, loss: 2.7958, grad_norm: 2.1558 2021-07-08 20:34:38,246 - mmaction - INFO - Epoch [65][1200/1879] lr: 8.536e-02, eta: 3 days, 20:18:03, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6516, loss_cls: 2.6786, loss: 2.6786, grad_norm: 2.1665 2021-07-08 20:34:55,696 - mmaction - INFO - Epoch [65][1220/1879] lr: 8.536e-02, eta: 3 days, 20:17:41, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6289, loss_cls: 2.7866, loss: 2.7866, grad_norm: 2.1752 2021-07-08 20:35:13,235 - mmaction - INFO - Epoch [65][1240/1879] lr: 8.536e-02, eta: 3 days, 20:17:20, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6242, loss_cls: 2.7949, loss: 2.7949, grad_norm: 2.1665 2021-07-08 20:35:30,827 - mmaction - INFO - Epoch [65][1260/1879] lr: 8.536e-02, eta: 3 days, 20:16:59, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6523, loss_cls: 2.7225, loss: 2.7225, grad_norm: 2.0901 2021-07-08 20:35:48,304 - mmaction - INFO - Epoch [65][1280/1879] lr: 8.536e-02, eta: 3 days, 20:16:37, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6426, loss_cls: 2.7099, loss: 2.7099, grad_norm: 2.1434 2021-07-08 20:36:05,853 - mmaction - INFO - Epoch [65][1300/1879] lr: 8.536e-02, eta: 3 days, 20:16:16, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6281, loss_cls: 2.7975, loss: 2.7975, grad_norm: 2.2261 2021-07-08 20:36:23,420 - mmaction - INFO - Epoch [65][1320/1879] lr: 8.536e-02, eta: 3 days, 20:15:55, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6523, loss_cls: 2.7362, loss: 2.7362, grad_norm: 2.1843 2021-07-08 20:36:40,809 - mmaction - INFO - Epoch [65][1340/1879] lr: 8.536e-02, eta: 3 days, 20:15:33, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6234, loss_cls: 2.7967, loss: 2.7967, grad_norm: 2.2215 2021-07-08 20:36:58,268 - mmaction - INFO - Epoch [65][1360/1879] lr: 8.536e-02, eta: 3 days, 20:15:12, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6316, loss_cls: 2.7529, loss: 2.7529, grad_norm: 2.1750 2021-07-08 20:37:15,706 - mmaction - INFO - Epoch [65][1380/1879] lr: 8.536e-02, eta: 3 days, 20:14:50, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6477, loss_cls: 2.7403, loss: 2.7403, grad_norm: 2.2249 2021-07-08 20:37:33,132 - mmaction - INFO - Epoch [65][1400/1879] lr: 8.536e-02, eta: 3 days, 20:14:28, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6207, loss_cls: 2.8048, loss: 2.8048, grad_norm: 2.1945 2021-07-08 20:37:50,632 - mmaction - INFO - Epoch [65][1420/1879] lr: 8.536e-02, eta: 3 days, 20:14:07, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6453, loss_cls: 2.7466, loss: 2.7466, grad_norm: 2.1532 2021-07-08 20:38:08,118 - mmaction - INFO - Epoch [65][1440/1879] lr: 8.536e-02, eta: 3 days, 20:13:46, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6410, loss_cls: 2.7297, loss: 2.7297, grad_norm: 2.1779 2021-07-08 20:38:25,602 - mmaction - INFO - Epoch [65][1460/1879] lr: 8.536e-02, eta: 3 days, 20:13:24, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6422, loss_cls: 2.7750, loss: 2.7750, grad_norm: 2.1446 2021-07-08 20:38:43,081 - mmaction - INFO - Epoch [65][1480/1879] lr: 8.536e-02, eta: 3 days, 20:13:03, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6438, loss_cls: 2.7499, loss: 2.7499, grad_norm: 2.1719 2021-07-08 20:39:00,642 - mmaction - INFO - Epoch [65][1500/1879] lr: 8.536e-02, eta: 3 days, 20:12:41, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6391, loss_cls: 2.7477, loss: 2.7477, grad_norm: 2.1193 2021-07-08 20:39:18,161 - mmaction - INFO - Epoch [65][1520/1879] lr: 8.536e-02, eta: 3 days, 20:12:20, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6438, loss_cls: 2.7415, loss: 2.7415, grad_norm: 2.1749 2021-07-08 20:39:35,518 - mmaction - INFO - Epoch [65][1540/1879] lr: 8.536e-02, eta: 3 days, 20:11:58, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6316, loss_cls: 2.8027, loss: 2.8027, grad_norm: 2.2208 2021-07-08 20:39:53,018 - mmaction - INFO - Epoch [65][1560/1879] lr: 8.536e-02, eta: 3 days, 20:11:37, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6199, loss_cls: 2.8637, loss: 2.8637, grad_norm: 2.2071 2021-07-08 20:40:10,480 - mmaction - INFO - Epoch [65][1580/1879] lr: 8.536e-02, eta: 3 days, 20:11:16, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6359, loss_cls: 2.7861, loss: 2.7861, grad_norm: 2.1628 2021-07-08 20:40:27,951 - mmaction - INFO - Epoch [65][1600/1879] lr: 8.536e-02, eta: 3 days, 20:10:54, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6383, loss_cls: 2.7620, loss: 2.7620, grad_norm: 2.1264 2021-07-08 20:40:45,433 - mmaction - INFO - Epoch [65][1620/1879] lr: 8.536e-02, eta: 3 days, 20:10:33, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6445, loss_cls: 2.7399, loss: 2.7399, grad_norm: 2.1202 2021-07-08 20:41:02,933 - mmaction - INFO - Epoch [65][1640/1879] lr: 8.536e-02, eta: 3 days, 20:10:11, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6219, loss_cls: 2.8160, loss: 2.8160, grad_norm: 2.1981 2021-07-08 20:41:20,396 - mmaction - INFO - Epoch [65][1660/1879] lr: 8.536e-02, eta: 3 days, 20:09:50, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6340, loss_cls: 2.8045, loss: 2.8045, grad_norm: 2.2306 2021-07-08 20:41:37,906 - mmaction - INFO - Epoch [65][1680/1879] lr: 8.536e-02, eta: 3 days, 20:09:29, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6348, loss_cls: 2.7919, loss: 2.7919, grad_norm: 2.1767 2021-07-08 20:41:55,292 - mmaction - INFO - Epoch [65][1700/1879] lr: 8.536e-02, eta: 3 days, 20:09:07, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6422, loss_cls: 2.7904, loss: 2.7904, grad_norm: 2.1784 2021-07-08 20:42:12,782 - mmaction - INFO - Epoch [65][1720/1879] lr: 8.536e-02, eta: 3 days, 20:08:46, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6414, loss_cls: 2.7492, loss: 2.7492, grad_norm: 2.1560 2021-07-08 20:42:30,223 - mmaction - INFO - Epoch [65][1740/1879] lr: 8.536e-02, eta: 3 days, 20:08:24, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6383, loss_cls: 2.7309, loss: 2.7309, grad_norm: 2.1860 2021-07-08 20:42:47,862 - mmaction - INFO - Epoch [65][1760/1879] lr: 8.536e-02, eta: 3 days, 20:08:03, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6391, loss_cls: 2.7558, loss: 2.7558, grad_norm: 2.1961 2021-07-08 20:43:05,294 - mmaction - INFO - Epoch [65][1780/1879] lr: 8.536e-02, eta: 3 days, 20:07:41, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6328, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.1709 2021-07-08 20:43:22,691 - mmaction - INFO - Epoch [65][1800/1879] lr: 8.536e-02, eta: 3 days, 20:07:20, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6312, loss_cls: 2.8256, loss: 2.8256, grad_norm: 2.1981 2021-07-08 20:43:40,163 - mmaction - INFO - Epoch [65][1820/1879] lr: 8.536e-02, eta: 3 days, 20:06:58, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.7207, loss: 2.7207, grad_norm: 2.1587 2021-07-08 20:43:57,697 - mmaction - INFO - Epoch [65][1840/1879] lr: 8.536e-02, eta: 3 days, 20:06:37, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6336, loss_cls: 2.7913, loss: 2.7913, grad_norm: 2.2095 2021-07-08 20:44:15,135 - mmaction - INFO - Epoch [65][1860/1879] lr: 8.536e-02, eta: 3 days, 20:06:16, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6238, loss_cls: 2.8073, loss: 2.8073, grad_norm: 2.2223 2021-07-08 20:48:16,580 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 20:48:17,395 - mmaction - INFO - top1_acc 0.4290 top5_acc 0.6974 2021-07-08 20:48:17,395 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 20:48:17,472 - mmaction - INFO - mean_acc 0.4288 2021-07-08 20:48:17,478 - mmaction - INFO - Epoch(val) [65][155] top1_acc: 0.4290, top5_acc: 0.6974, mean_class_accuracy: 0.4288 2021-07-08 20:49:55,653 - mmaction - INFO - Epoch [66][20/1879] lr: 8.492e-02, eta: 3 days, 20:08:42, time: 4.904, data_time: 3.718, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6574, loss_cls: 2.6463, loss: 2.6463, grad_norm: 2.1258 2021-07-08 20:50:12,971 - mmaction - INFO - Epoch [66][40/1879] lr: 8.492e-02, eta: 3 days, 20:08:20, time: 0.867, data_time: 0.008, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6566, loss_cls: 2.7093, loss: 2.7093, grad_norm: 2.1656 2021-07-08 20:50:30,176 - mmaction - INFO - Epoch [66][60/1879] lr: 8.492e-02, eta: 3 days, 20:07:58, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6379, loss_cls: 2.7405, loss: 2.7405, grad_norm: 2.2050 2021-07-08 20:50:47,454 - mmaction - INFO - Epoch [66][80/1879] lr: 8.492e-02, eta: 3 days, 20:07:36, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6465, loss_cls: 2.7368, loss: 2.7368, grad_norm: 2.2052 2021-07-08 20:51:04,864 - mmaction - INFO - Epoch [66][100/1879] lr: 8.492e-02, eta: 3 days, 20:07:14, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6516, loss_cls: 2.7504, loss: 2.7504, grad_norm: 2.1475 2021-07-08 20:51:22,324 - mmaction - INFO - Epoch [66][120/1879] lr: 8.492e-02, eta: 3 days, 20:06:52, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6523, loss_cls: 2.6942, loss: 2.6942, grad_norm: 2.2146 2021-07-08 20:51:39,928 - mmaction - INFO - Epoch [66][140/1879] lr: 8.492e-02, eta: 3 days, 20:06:31, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6453, loss_cls: 2.7254, loss: 2.7254, grad_norm: 2.2134 2021-07-08 20:51:57,365 - mmaction - INFO - Epoch [66][160/1879] lr: 8.492e-02, eta: 3 days, 20:06:10, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6348, loss_cls: 2.7928, loss: 2.7928, grad_norm: 2.1989 2021-07-08 20:52:15,003 - mmaction - INFO - Epoch [66][180/1879] lr: 8.492e-02, eta: 3 days, 20:05:49, time: 0.883, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6496, loss_cls: 2.7082, loss: 2.7082, grad_norm: 2.1783 2021-07-08 20:52:32,443 - mmaction - INFO - Epoch [66][200/1879] lr: 8.492e-02, eta: 3 days, 20:05:27, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6344, loss_cls: 2.7739, loss: 2.7739, grad_norm: 2.1958 2021-07-08 20:52:49,960 - mmaction - INFO - Epoch [66][220/1879] lr: 8.492e-02, eta: 3 days, 20:05:06, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6215, loss_cls: 2.8481, loss: 2.8481, grad_norm: 2.2369 2021-07-08 20:53:07,259 - mmaction - INFO - Epoch [66][240/1879] lr: 8.492e-02, eta: 3 days, 20:04:44, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6461, loss_cls: 2.7107, loss: 2.7107, grad_norm: 2.1829 2021-07-08 20:53:24,855 - mmaction - INFO - Epoch [66][260/1879] lr: 8.492e-02, eta: 3 days, 20:04:23, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6473, loss_cls: 2.7516, loss: 2.7516, grad_norm: 2.2140 2021-07-08 20:53:42,413 - mmaction - INFO - Epoch [66][280/1879] lr: 8.492e-02, eta: 3 days, 20:04:02, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6340, loss_cls: 2.7631, loss: 2.7631, grad_norm: 2.2097 2021-07-08 20:53:59,786 - mmaction - INFO - Epoch [66][300/1879] lr: 8.492e-02, eta: 3 days, 20:03:40, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6586, loss_cls: 2.6745, loss: 2.6745, grad_norm: 2.1626 2021-07-08 20:54:17,308 - mmaction - INFO - Epoch [66][320/1879] lr: 8.492e-02, eta: 3 days, 20:03:19, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6379, loss_cls: 2.8002, loss: 2.8002, grad_norm: 2.2611 2021-07-08 20:54:34,694 - mmaction - INFO - Epoch [66][340/1879] lr: 8.492e-02, eta: 3 days, 20:02:57, time: 0.874, data_time: 0.008, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6504, loss_cls: 2.7328, loss: 2.7328, grad_norm: 2.2060 2021-07-08 20:54:52,257 - mmaction - INFO - Epoch [66][360/1879] lr: 8.492e-02, eta: 3 days, 20:02:36, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6336, loss_cls: 2.8101, loss: 2.8101, grad_norm: 2.2005 2021-07-08 20:55:09,656 - mmaction - INFO - Epoch [66][380/1879] lr: 8.492e-02, eta: 3 days, 20:02:14, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6328, loss_cls: 2.7691, loss: 2.7691, grad_norm: 2.2139 2021-07-08 20:55:27,030 - mmaction - INFO - Epoch [66][400/1879] lr: 8.492e-02, eta: 3 days, 20:01:53, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6328, loss_cls: 2.7423, loss: 2.7423, grad_norm: 2.1617 2021-07-08 20:55:44,614 - mmaction - INFO - Epoch [66][420/1879] lr: 8.492e-02, eta: 3 days, 20:01:31, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6340, loss_cls: 2.7836, loss: 2.7836, grad_norm: 2.2186 2021-07-08 20:56:02,217 - mmaction - INFO - Epoch [66][440/1879] lr: 8.492e-02, eta: 3 days, 20:01:10, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6438, loss_cls: 2.7545, loss: 2.7545, grad_norm: 2.1689 2021-07-08 20:56:19,570 - mmaction - INFO - Epoch [66][460/1879] lr: 8.492e-02, eta: 3 days, 20:00:49, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6480, loss_cls: 2.6969, loss: 2.6969, grad_norm: 2.1521 2021-07-08 20:56:37,034 - mmaction - INFO - Epoch [66][480/1879] lr: 8.492e-02, eta: 3 days, 20:00:27, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6469, loss_cls: 2.7443, loss: 2.7443, grad_norm: 2.2088 2021-07-08 20:56:54,609 - mmaction - INFO - Epoch [66][500/1879] lr: 8.492e-02, eta: 3 days, 20:00:06, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6512, loss_cls: 2.6871, loss: 2.6871, grad_norm: 2.1664 2021-07-08 20:57:12,087 - mmaction - INFO - Epoch [66][520/1879] lr: 8.492e-02, eta: 3 days, 19:59:44, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6348, loss_cls: 2.7766, loss: 2.7766, grad_norm: 2.1526 2021-07-08 20:57:29,571 - mmaction - INFO - Epoch [66][540/1879] lr: 8.492e-02, eta: 3 days, 19:59:23, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6277, loss_cls: 2.8136, loss: 2.8136, grad_norm: 2.1486 2021-07-08 20:57:47,018 - mmaction - INFO - Epoch [66][560/1879] lr: 8.492e-02, eta: 3 days, 19:59:01, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6441, loss_cls: 2.7398, loss: 2.7398, grad_norm: 2.1506 2021-07-08 20:58:04,476 - mmaction - INFO - Epoch [66][580/1879] lr: 8.492e-02, eta: 3 days, 19:58:40, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6547, loss_cls: 2.7087, loss: 2.7087, grad_norm: 2.1680 2021-07-08 20:58:22,009 - mmaction - INFO - Epoch [66][600/1879] lr: 8.492e-02, eta: 3 days, 19:58:19, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6297, loss_cls: 2.7566, loss: 2.7566, grad_norm: 2.1719 2021-07-08 20:58:39,539 - mmaction - INFO - Epoch [66][620/1879] lr: 8.492e-02, eta: 3 days, 19:57:58, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6496, loss_cls: 2.7105, loss: 2.7105, grad_norm: 2.1941 2021-07-08 20:58:57,035 - mmaction - INFO - Epoch [66][640/1879] lr: 8.492e-02, eta: 3 days, 19:57:36, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6227, loss_cls: 2.8507, loss: 2.8507, grad_norm: 2.1764 2021-07-08 20:59:14,464 - mmaction - INFO - Epoch [66][660/1879] lr: 8.492e-02, eta: 3 days, 19:57:15, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6434, loss_cls: 2.7006, loss: 2.7006, grad_norm: 2.1894 2021-07-08 20:59:31,886 - mmaction - INFO - Epoch [66][680/1879] lr: 8.492e-02, eta: 3 days, 19:56:53, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6363, loss_cls: 2.7999, loss: 2.7999, grad_norm: 2.2568 2021-07-08 20:59:49,377 - mmaction - INFO - Epoch [66][700/1879] lr: 8.492e-02, eta: 3 days, 19:56:32, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6465, loss_cls: 2.7373, loss: 2.7373, grad_norm: 2.1581 2021-07-08 21:00:06,833 - mmaction - INFO - Epoch [66][720/1879] lr: 8.492e-02, eta: 3 days, 19:56:10, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6473, loss_cls: 2.7185, loss: 2.7185, grad_norm: 2.1693 2021-07-08 21:00:24,368 - mmaction - INFO - Epoch [66][740/1879] lr: 8.492e-02, eta: 3 days, 19:55:49, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6352, loss_cls: 2.7932, loss: 2.7932, grad_norm: 2.1994 2021-07-08 21:00:41,787 - mmaction - INFO - Epoch [66][760/1879] lr: 8.492e-02, eta: 3 days, 19:55:27, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6473, loss_cls: 2.7586, loss: 2.7586, grad_norm: 2.1884 2021-07-08 21:00:59,290 - mmaction - INFO - Epoch [66][780/1879] lr: 8.492e-02, eta: 3 days, 19:55:06, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6473, loss_cls: 2.7001, loss: 2.7001, grad_norm: 2.1486 2021-07-08 21:01:16,672 - mmaction - INFO - Epoch [66][800/1879] lr: 8.492e-02, eta: 3 days, 19:54:44, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6352, loss_cls: 2.7602, loss: 2.7602, grad_norm: 2.1602 2021-07-08 21:01:34,155 - mmaction - INFO - Epoch [66][820/1879] lr: 8.492e-02, eta: 3 days, 19:54:23, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6246, loss_cls: 2.7829, loss: 2.7829, grad_norm: 2.2104 2021-07-08 21:01:51,632 - mmaction - INFO - Epoch [66][840/1879] lr: 8.492e-02, eta: 3 days, 19:54:02, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6508, loss_cls: 2.6971, loss: 2.6971, grad_norm: 2.2134 2021-07-08 21:02:09,125 - mmaction - INFO - Epoch [66][860/1879] lr: 8.492e-02, eta: 3 days, 19:53:40, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6398, loss_cls: 2.7157, loss: 2.7157, grad_norm: 2.2122 2021-07-08 21:02:26,585 - mmaction - INFO - Epoch [66][880/1879] lr: 8.492e-02, eta: 3 days, 19:53:19, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6477, loss_cls: 2.7366, loss: 2.7366, grad_norm: 2.1805 2021-07-08 21:02:43,965 - mmaction - INFO - Epoch [66][900/1879] lr: 8.492e-02, eta: 3 days, 19:52:57, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6359, loss_cls: 2.7478, loss: 2.7478, grad_norm: 2.1492 2021-07-08 21:03:01,318 - mmaction - INFO - Epoch [66][920/1879] lr: 8.492e-02, eta: 3 days, 19:52:35, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6355, loss_cls: 2.7905, loss: 2.7905, grad_norm: 2.1994 2021-07-08 21:03:18,860 - mmaction - INFO - Epoch [66][940/1879] lr: 8.492e-02, eta: 3 days, 19:52:14, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6469, loss_cls: 2.7704, loss: 2.7704, grad_norm: 2.1945 2021-07-08 21:03:36,373 - mmaction - INFO - Epoch [66][960/1879] lr: 8.492e-02, eta: 3 days, 19:51:53, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6395, loss_cls: 2.7504, loss: 2.7504, grad_norm: 2.2095 2021-07-08 21:03:53,852 - mmaction - INFO - Epoch [66][980/1879] lr: 8.492e-02, eta: 3 days, 19:51:32, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6273, loss_cls: 2.7805, loss: 2.7805, grad_norm: 2.1486 2021-07-08 21:04:11,353 - mmaction - INFO - Epoch [66][1000/1879] lr: 8.492e-02, eta: 3 days, 19:51:10, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6336, loss_cls: 2.8235, loss: 2.8235, grad_norm: 2.1830 2021-07-08 21:04:28,841 - mmaction - INFO - Epoch [66][1020/1879] lr: 8.492e-02, eta: 3 days, 19:50:49, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6297, loss_cls: 2.7575, loss: 2.7575, grad_norm: 2.1622 2021-07-08 21:04:46,283 - mmaction - INFO - Epoch [66][1040/1879] lr: 8.492e-02, eta: 3 days, 19:50:27, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6402, loss_cls: 2.7522, loss: 2.7522, grad_norm: 2.1696 2021-07-08 21:05:03,846 - mmaction - INFO - Epoch [66][1060/1879] lr: 8.492e-02, eta: 3 days, 19:50:06, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6500, loss_cls: 2.6982, loss: 2.6982, grad_norm: 2.1854 2021-07-08 21:05:21,296 - mmaction - INFO - Epoch [66][1080/1879] lr: 8.492e-02, eta: 3 days, 19:49:45, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6355, loss_cls: 2.8132, loss: 2.8132, grad_norm: 2.2437 2021-07-08 21:05:38,797 - mmaction - INFO - Epoch [66][1100/1879] lr: 8.492e-02, eta: 3 days, 19:49:23, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6344, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.1515 2021-07-08 21:05:56,364 - mmaction - INFO - Epoch [66][1120/1879] lr: 8.492e-02, eta: 3 days, 19:49:02, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6340, loss_cls: 2.7751, loss: 2.7751, grad_norm: 2.1364 2021-07-08 21:06:13,896 - mmaction - INFO - Epoch [66][1140/1879] lr: 8.492e-02, eta: 3 days, 19:48:41, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6430, loss_cls: 2.7499, loss: 2.7499, grad_norm: 2.1338 2021-07-08 21:06:31,384 - mmaction - INFO - Epoch [66][1160/1879] lr: 8.492e-02, eta: 3 days, 19:48:20, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6367, loss_cls: 2.7482, loss: 2.7482, grad_norm: 2.1676 2021-07-08 21:06:48,956 - mmaction - INFO - Epoch [66][1180/1879] lr: 8.492e-02, eta: 3 days, 19:47:59, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6309, loss_cls: 2.7748, loss: 2.7748, grad_norm: 2.1690 2021-07-08 21:07:06,378 - mmaction - INFO - Epoch [66][1200/1879] lr: 8.492e-02, eta: 3 days, 19:47:37, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6414, loss_cls: 2.7263, loss: 2.7263, grad_norm: 2.2116 2021-07-08 21:07:23,876 - mmaction - INFO - Epoch [66][1220/1879] lr: 8.492e-02, eta: 3 days, 19:47:16, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6402, loss_cls: 2.7405, loss: 2.7405, grad_norm: 2.1629 2021-07-08 21:07:41,325 - mmaction - INFO - Epoch [66][1240/1879] lr: 8.492e-02, eta: 3 days, 19:46:54, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6395, loss_cls: 2.7351, loss: 2.7351, grad_norm: 2.1874 2021-07-08 21:07:58,897 - mmaction - INFO - Epoch [66][1260/1879] lr: 8.492e-02, eta: 3 days, 19:46:33, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6547, loss_cls: 2.6767, loss: 2.6767, grad_norm: 2.1653 2021-07-08 21:08:16,526 - mmaction - INFO - Epoch [66][1280/1879] lr: 8.492e-02, eta: 3 days, 19:46:12, time: 0.882, data_time: 0.002, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6332, loss_cls: 2.7443, loss: 2.7443, grad_norm: 2.1728 2021-07-08 21:08:34,044 - mmaction - INFO - Epoch [66][1300/1879] lr: 8.492e-02, eta: 3 days, 19:45:51, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6500, loss_cls: 2.6832, loss: 2.6832, grad_norm: 2.1819 2021-07-08 21:08:51,466 - mmaction - INFO - Epoch [66][1320/1879] lr: 8.492e-02, eta: 3 days, 19:45:29, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6430, loss_cls: 2.7325, loss: 2.7325, grad_norm: 2.1639 2021-07-08 21:09:08,976 - mmaction - INFO - Epoch [66][1340/1879] lr: 8.492e-02, eta: 3 days, 19:45:08, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6293, loss_cls: 2.8301, loss: 2.8301, grad_norm: 2.2075 2021-07-08 21:09:26,477 - mmaction - INFO - Epoch [66][1360/1879] lr: 8.492e-02, eta: 3 days, 19:44:47, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6230, loss_cls: 2.8347, loss: 2.8347, grad_norm: 2.2040 2021-07-08 21:09:43,901 - mmaction - INFO - Epoch [66][1380/1879] lr: 8.492e-02, eta: 3 days, 19:44:25, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6367, loss_cls: 2.7635, loss: 2.7635, grad_norm: 2.1510 2021-07-08 21:10:01,484 - mmaction - INFO - Epoch [66][1400/1879] lr: 8.492e-02, eta: 3 days, 19:44:04, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6281, loss_cls: 2.8268, loss: 2.8268, grad_norm: 2.1911 2021-07-08 21:10:19,066 - mmaction - INFO - Epoch [66][1420/1879] lr: 8.492e-02, eta: 3 days, 19:43:43, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6141, loss_cls: 2.8766, loss: 2.8766, grad_norm: 2.1976 2021-07-08 21:10:36,661 - mmaction - INFO - Epoch [66][1440/1879] lr: 8.492e-02, eta: 3 days, 19:43:22, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6281, loss_cls: 2.7811, loss: 2.7811, grad_norm: 2.1289 2021-07-08 21:10:54,150 - mmaction - INFO - Epoch [66][1460/1879] lr: 8.492e-02, eta: 3 days, 19:43:01, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6562, loss_cls: 2.7173, loss: 2.7173, grad_norm: 2.1312 2021-07-08 21:11:11,668 - mmaction - INFO - Epoch [66][1480/1879] lr: 8.492e-02, eta: 3 days, 19:42:40, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6277, loss_cls: 2.7974, loss: 2.7974, grad_norm: 2.1966 2021-07-08 21:11:29,081 - mmaction - INFO - Epoch [66][1500/1879] lr: 8.492e-02, eta: 3 days, 19:42:18, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6441, loss_cls: 2.7311, loss: 2.7311, grad_norm: 2.1308 2021-07-08 21:11:46,540 - mmaction - INFO - Epoch [66][1520/1879] lr: 8.492e-02, eta: 3 days, 19:41:57, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6352, loss_cls: 2.7695, loss: 2.7695, grad_norm: 2.1855 2021-07-08 21:12:04,116 - mmaction - INFO - Epoch [66][1540/1879] lr: 8.492e-02, eta: 3 days, 19:41:36, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6383, loss_cls: 2.8076, loss: 2.8076, grad_norm: 2.2015 2021-07-08 21:12:21,540 - mmaction - INFO - Epoch [66][1560/1879] lr: 8.492e-02, eta: 3 days, 19:41:14, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6332, loss_cls: 2.8136, loss: 2.8136, grad_norm: 2.1572 2021-07-08 21:12:38,982 - mmaction - INFO - Epoch [66][1580/1879] lr: 8.492e-02, eta: 3 days, 19:40:53, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6133, loss_cls: 2.8252, loss: 2.8252, grad_norm: 2.1821 2021-07-08 21:12:56,509 - mmaction - INFO - Epoch [66][1600/1879] lr: 8.492e-02, eta: 3 days, 19:40:31, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6102, loss_cls: 2.8311, loss: 2.8311, grad_norm: 2.1355 2021-07-08 21:13:13,885 - mmaction - INFO - Epoch [66][1620/1879] lr: 8.492e-02, eta: 3 days, 19:40:10, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6426, loss_cls: 2.7469, loss: 2.7469, grad_norm: 2.1795 2021-07-08 21:13:31,276 - mmaction - INFO - Epoch [66][1640/1879] lr: 8.492e-02, eta: 3 days, 19:39:48, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6531, loss_cls: 2.7103, loss: 2.7103, grad_norm: 2.1929 2021-07-08 21:13:48,670 - mmaction - INFO - Epoch [66][1660/1879] lr: 8.492e-02, eta: 3 days, 19:39:27, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6434, loss_cls: 2.7055, loss: 2.7055, grad_norm: 2.1887 2021-07-08 21:14:06,218 - mmaction - INFO - Epoch [66][1680/1879] lr: 8.492e-02, eta: 3 days, 19:39:05, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6340, loss_cls: 2.7331, loss: 2.7331, grad_norm: 2.1622 2021-07-08 21:14:23,770 - mmaction - INFO - Epoch [66][1700/1879] lr: 8.492e-02, eta: 3 days, 19:38:44, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6305, loss_cls: 2.7625, loss: 2.7625, grad_norm: 2.1855 2021-07-08 21:14:41,226 - mmaction - INFO - Epoch [66][1720/1879] lr: 8.492e-02, eta: 3 days, 19:38:23, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6344, loss_cls: 2.8223, loss: 2.8223, grad_norm: 2.1947 2021-07-08 21:14:58,680 - mmaction - INFO - Epoch [66][1740/1879] lr: 8.492e-02, eta: 3 days, 19:38:02, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6449, loss_cls: 2.7060, loss: 2.7060, grad_norm: 2.2062 2021-07-08 21:15:16,250 - mmaction - INFO - Epoch [66][1760/1879] lr: 8.492e-02, eta: 3 days, 19:37:40, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6254, loss_cls: 2.7834, loss: 2.7834, grad_norm: 2.2039 2021-07-08 21:15:33,680 - mmaction - INFO - Epoch [66][1780/1879] lr: 8.492e-02, eta: 3 days, 19:37:19, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6465, loss_cls: 2.7512, loss: 2.7512, grad_norm: 2.1805 2021-07-08 21:15:51,167 - mmaction - INFO - Epoch [66][1800/1879] lr: 8.492e-02, eta: 3 days, 19:36:57, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6266, loss_cls: 2.8254, loss: 2.8254, grad_norm: 2.1831 2021-07-08 21:16:08,745 - mmaction - INFO - Epoch [66][1820/1879] lr: 8.492e-02, eta: 3 days, 19:36:37, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6250, loss_cls: 2.8208, loss: 2.8208, grad_norm: 2.2017 2021-07-08 21:16:26,208 - mmaction - INFO - Epoch [66][1840/1879] lr: 8.492e-02, eta: 3 days, 19:36:15, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6285, loss_cls: 2.7801, loss: 2.7801, grad_norm: 2.1493 2021-07-08 21:16:43,694 - mmaction - INFO - Epoch [66][1860/1879] lr: 8.492e-02, eta: 3 days, 19:35:54, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6312, loss_cls: 2.7969, loss: 2.7969, grad_norm: 2.2027 2021-07-08 21:18:37,720 - mmaction - INFO - Epoch [67][20/1879] lr: 8.448e-02, eta: 3 days, 19:38:04, time: 4.693, data_time: 3.467, memory: 6462, top1_acc: 0.3637, top5_acc: 0.6164, loss_cls: 2.8646, loss: 2.8646, grad_norm: 2.2016 2021-07-08 21:18:54,842 - mmaction - INFO - Epoch [67][40/1879] lr: 8.448e-02, eta: 3 days, 19:37:42, time: 0.853, data_time: 0.007, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6547, loss_cls: 2.7396, loss: 2.7396, grad_norm: 2.1556 2021-07-08 21:19:12,015 - mmaction - INFO - Epoch [67][60/1879] lr: 8.448e-02, eta: 3 days, 19:37:20, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6219, loss_cls: 2.8283, loss: 2.8283, grad_norm: 2.1774 2021-07-08 21:19:29,216 - mmaction - INFO - Epoch [67][80/1879] lr: 8.448e-02, eta: 3 days, 19:36:58, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6559, loss_cls: 2.6953, loss: 2.6953, grad_norm: 2.1549 2021-07-08 21:19:46,670 - mmaction - INFO - Epoch [67][100/1879] lr: 8.448e-02, eta: 3 days, 19:36:36, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6328, loss_cls: 2.7519, loss: 2.7519, grad_norm: 2.1924 2021-07-08 21:20:04,246 - mmaction - INFO - Epoch [67][120/1879] lr: 8.448e-02, eta: 3 days, 19:36:15, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6578, loss_cls: 2.6810, loss: 2.6810, grad_norm: 2.1856 2021-07-08 21:20:21,615 - mmaction - INFO - Epoch [67][140/1879] lr: 8.448e-02, eta: 3 days, 19:35:53, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6355, loss_cls: 2.7384, loss: 2.7384, grad_norm: 2.1504 2021-07-08 21:20:39,182 - mmaction - INFO - Epoch [67][160/1879] lr: 8.448e-02, eta: 3 days, 19:35:32, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.7114, loss: 2.7114, grad_norm: 2.1567 2021-07-08 21:20:56,696 - mmaction - INFO - Epoch [67][180/1879] lr: 8.448e-02, eta: 3 days, 19:35:11, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6480, loss_cls: 2.7449, loss: 2.7449, grad_norm: 2.2090 2021-07-08 21:21:14,138 - mmaction - INFO - Epoch [67][200/1879] lr: 8.448e-02, eta: 3 days, 19:34:50, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6402, loss_cls: 2.7301, loss: 2.7301, grad_norm: 2.1854 2021-07-08 21:21:31,613 - mmaction - INFO - Epoch [67][220/1879] lr: 8.448e-02, eta: 3 days, 19:34:28, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6320, loss_cls: 2.8150, loss: 2.8150, grad_norm: 2.2182 2021-07-08 21:21:49,221 - mmaction - INFO - Epoch [67][240/1879] lr: 8.448e-02, eta: 3 days, 19:34:07, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6301, loss_cls: 2.7996, loss: 2.7996, grad_norm: 2.1815 2021-07-08 21:22:06,679 - mmaction - INFO - Epoch [67][260/1879] lr: 8.448e-02, eta: 3 days, 19:33:46, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6445, loss_cls: 2.7289, loss: 2.7289, grad_norm: 2.1420 2021-07-08 21:22:24,268 - mmaction - INFO - Epoch [67][280/1879] lr: 8.448e-02, eta: 3 days, 19:33:25, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6324, loss_cls: 2.7667, loss: 2.7667, grad_norm: 2.1389 2021-07-08 21:22:41,701 - mmaction - INFO - Epoch [67][300/1879] lr: 8.448e-02, eta: 3 days, 19:33:03, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6453, loss_cls: 2.6982, loss: 2.6982, grad_norm: 2.1495 2021-07-08 21:22:59,230 - mmaction - INFO - Epoch [67][320/1879] lr: 8.448e-02, eta: 3 days, 19:32:42, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6219, loss_cls: 2.7694, loss: 2.7694, grad_norm: 2.2258 2021-07-08 21:23:16,873 - mmaction - INFO - Epoch [67][340/1879] lr: 8.448e-02, eta: 3 days, 19:32:21, time: 0.883, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6461, loss_cls: 2.7055, loss: 2.7055, grad_norm: 2.1756 2021-07-08 21:23:34,307 - mmaction - INFO - Epoch [67][360/1879] lr: 8.448e-02, eta: 3 days, 19:32:00, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6348, loss_cls: 2.7784, loss: 2.7784, grad_norm: 2.2161 2021-07-08 21:23:51,852 - mmaction - INFO - Epoch [67][380/1879] lr: 8.448e-02, eta: 3 days, 19:31:38, time: 0.875, data_time: 0.000, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6422, loss_cls: 2.7109, loss: 2.7109, grad_norm: 2.2138 2021-07-08 21:24:09,328 - mmaction - INFO - Epoch [67][400/1879] lr: 8.448e-02, eta: 3 days, 19:31:17, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6387, loss_cls: 2.7646, loss: 2.7646, grad_norm: 2.2002 2021-07-08 21:24:26,939 - mmaction - INFO - Epoch [67][420/1879] lr: 8.448e-02, eta: 3 days, 19:30:56, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6496, loss_cls: 2.6882, loss: 2.6882, grad_norm: 2.1995 2021-07-08 21:24:44,318 - mmaction - INFO - Epoch [67][440/1879] lr: 8.448e-02, eta: 3 days, 19:30:35, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6379, loss_cls: 2.7803, loss: 2.7803, grad_norm: 2.2049 2021-07-08 21:25:01,725 - mmaction - INFO - Epoch [67][460/1879] lr: 8.448e-02, eta: 3 days, 19:30:13, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6340, loss_cls: 2.7756, loss: 2.7756, grad_norm: 2.1487 2021-07-08 21:25:19,272 - mmaction - INFO - Epoch [67][480/1879] lr: 8.448e-02, eta: 3 days, 19:29:52, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6363, loss_cls: 2.7642, loss: 2.7642, grad_norm: 2.1474 2021-07-08 21:25:36,782 - mmaction - INFO - Epoch [67][500/1879] lr: 8.448e-02, eta: 3 days, 19:29:31, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6262, loss_cls: 2.7740, loss: 2.7740, grad_norm: 2.1836 2021-07-08 21:25:54,207 - mmaction - INFO - Epoch [67][520/1879] lr: 8.448e-02, eta: 3 days, 19:29:09, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6555, loss_cls: 2.7123, loss: 2.7123, grad_norm: 2.1877 2021-07-08 21:26:11,796 - mmaction - INFO - Epoch [67][540/1879] lr: 8.448e-02, eta: 3 days, 19:28:48, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6285, loss_cls: 2.8022, loss: 2.8022, grad_norm: 2.1814 2021-07-08 21:26:29,310 - mmaction - INFO - Epoch [67][560/1879] lr: 8.448e-02, eta: 3 days, 19:28:27, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6434, loss_cls: 2.7613, loss: 2.7613, grad_norm: 2.1510 2021-07-08 21:26:46,840 - mmaction - INFO - Epoch [67][580/1879] lr: 8.448e-02, eta: 3 days, 19:28:06, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6305, loss_cls: 2.7618, loss: 2.7618, grad_norm: 2.1748 2021-07-08 21:27:04,290 - mmaction - INFO - Epoch [67][600/1879] lr: 8.448e-02, eta: 3 days, 19:27:44, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6363, loss_cls: 2.7966, loss: 2.7966, grad_norm: 2.1747 2021-07-08 21:27:21,817 - mmaction - INFO - Epoch [67][620/1879] lr: 8.448e-02, eta: 3 days, 19:27:23, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6387, loss_cls: 2.7645, loss: 2.7645, grad_norm: 2.1740 2021-07-08 21:27:39,283 - mmaction - INFO - Epoch [67][640/1879] lr: 8.448e-02, eta: 3 days, 19:27:02, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6336, loss_cls: 2.7462, loss: 2.7462, grad_norm: 2.1948 2021-07-08 21:27:56,755 - mmaction - INFO - Epoch [67][660/1879] lr: 8.448e-02, eta: 3 days, 19:26:40, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6426, loss_cls: 2.7703, loss: 2.7703, grad_norm: 2.1727 2021-07-08 21:28:14,221 - mmaction - INFO - Epoch [67][680/1879] lr: 8.448e-02, eta: 3 days, 19:26:19, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6371, loss_cls: 2.7130, loss: 2.7130, grad_norm: 2.1514 2021-07-08 21:28:31,698 - mmaction - INFO - Epoch [67][700/1879] lr: 8.448e-02, eta: 3 days, 19:25:58, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6367, loss_cls: 2.7575, loss: 2.7575, grad_norm: 2.1912 2021-07-08 21:28:49,199 - mmaction - INFO - Epoch [67][720/1879] lr: 8.448e-02, eta: 3 days, 19:25:36, time: 0.873, data_time: 0.000, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6527, loss_cls: 2.6473, loss: 2.6473, grad_norm: 2.2508 2021-07-08 21:29:06,745 - mmaction - INFO - Epoch [67][740/1879] lr: 8.448e-02, eta: 3 days, 19:25:15, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6512, loss_cls: 2.7194, loss: 2.7194, grad_norm: 2.2629 2021-07-08 21:29:24,213 - mmaction - INFO - Epoch [67][760/1879] lr: 8.448e-02, eta: 3 days, 19:24:54, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6512, loss_cls: 2.7124, loss: 2.7124, grad_norm: 2.2528 2021-07-08 21:29:41,748 - mmaction - INFO - Epoch [67][780/1879] lr: 8.448e-02, eta: 3 days, 19:24:33, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6328, loss_cls: 2.7914, loss: 2.7914, grad_norm: 2.2822 2021-07-08 21:29:59,125 - mmaction - INFO - Epoch [67][800/1879] lr: 8.448e-02, eta: 3 days, 19:24:11, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3605, top5_acc: 0.6227, loss_cls: 2.9162, loss: 2.9162, grad_norm: 2.2494 2021-07-08 21:30:16,700 - mmaction - INFO - Epoch [67][820/1879] lr: 8.448e-02, eta: 3 days, 19:23:50, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6453, loss_cls: 2.7180, loss: 2.7180, grad_norm: 2.2315 2021-07-08 21:30:34,247 - mmaction - INFO - Epoch [67][840/1879] lr: 8.448e-02, eta: 3 days, 19:23:29, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6270, loss_cls: 2.7488, loss: 2.7488, grad_norm: 2.2219 2021-07-08 21:30:51,629 - mmaction - INFO - Epoch [67][860/1879] lr: 8.448e-02, eta: 3 days, 19:23:07, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6332, loss_cls: 2.8326, loss: 2.8326, grad_norm: 2.2725 2021-07-08 21:31:09,198 - mmaction - INFO - Epoch [67][880/1879] lr: 8.448e-02, eta: 3 days, 19:22:46, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6352, loss_cls: 2.7556, loss: 2.7556, grad_norm: 2.1908 2021-07-08 21:31:26,773 - mmaction - INFO - Epoch [67][900/1879] lr: 8.448e-02, eta: 3 days, 19:22:25, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6359, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.2531 2021-07-08 21:31:44,208 - mmaction - INFO - Epoch [67][920/1879] lr: 8.448e-02, eta: 3 days, 19:22:04, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6418, loss_cls: 2.7457, loss: 2.7457, grad_norm: 2.1715 2021-07-08 21:32:01,774 - mmaction - INFO - Epoch [67][940/1879] lr: 8.448e-02, eta: 3 days, 19:21:43, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6359, loss_cls: 2.8087, loss: 2.8087, grad_norm: 2.2032 2021-07-08 21:32:19,303 - mmaction - INFO - Epoch [67][960/1879] lr: 8.448e-02, eta: 3 days, 19:21:22, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6398, loss_cls: 2.7508, loss: 2.7508, grad_norm: 2.2214 2021-07-08 21:32:36,815 - mmaction - INFO - Epoch [67][980/1879] lr: 8.448e-02, eta: 3 days, 19:21:00, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6340, loss_cls: 2.7874, loss: 2.7874, grad_norm: 2.2000 2021-07-08 21:32:54,269 - mmaction - INFO - Epoch [67][1000/1879] lr: 8.448e-02, eta: 3 days, 19:20:39, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6438, loss_cls: 2.7183, loss: 2.7183, grad_norm: 2.1665 2021-07-08 21:33:11,686 - mmaction - INFO - Epoch [67][1020/1879] lr: 8.448e-02, eta: 3 days, 19:20:17, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6496, loss_cls: 2.7121, loss: 2.7121, grad_norm: 2.1525 2021-07-08 21:33:29,222 - mmaction - INFO - Epoch [67][1040/1879] lr: 8.448e-02, eta: 3 days, 19:19:56, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6426, loss_cls: 2.7446, loss: 2.7446, grad_norm: 2.2332 2021-07-08 21:33:46,615 - mmaction - INFO - Epoch [67][1060/1879] lr: 8.448e-02, eta: 3 days, 19:19:35, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6492, loss_cls: 2.7169, loss: 2.7169, grad_norm: 2.2165 2021-07-08 21:34:04,218 - mmaction - INFO - Epoch [67][1080/1879] lr: 8.448e-02, eta: 3 days, 19:19:14, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6305, loss_cls: 2.7596, loss: 2.7596, grad_norm: 2.2171 2021-07-08 21:34:21,714 - mmaction - INFO - Epoch [67][1100/1879] lr: 8.448e-02, eta: 3 days, 19:18:53, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6246, loss_cls: 2.8380, loss: 2.8380, grad_norm: 2.2387 2021-07-08 21:34:39,150 - mmaction - INFO - Epoch [67][1120/1879] lr: 8.448e-02, eta: 3 days, 19:18:31, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6406, loss_cls: 2.7783, loss: 2.7783, grad_norm: 2.1698 2021-07-08 21:34:56,654 - mmaction - INFO - Epoch [67][1140/1879] lr: 8.448e-02, eta: 3 days, 19:18:10, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6414, loss_cls: 2.7521, loss: 2.7521, grad_norm: 2.2059 2021-07-08 21:35:14,199 - mmaction - INFO - Epoch [67][1160/1879] lr: 8.448e-02, eta: 3 days, 19:17:49, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6234, loss_cls: 2.8144, loss: 2.8144, grad_norm: 2.2138 2021-07-08 21:35:31,721 - mmaction - INFO - Epoch [67][1180/1879] lr: 8.448e-02, eta: 3 days, 19:17:28, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3652, top5_acc: 0.6297, loss_cls: 2.8337, loss: 2.8337, grad_norm: 2.1801 2021-07-08 21:35:49,214 - mmaction - INFO - Epoch [67][1200/1879] lr: 8.448e-02, eta: 3 days, 19:17:06, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3680, top5_acc: 0.6242, loss_cls: 2.8208, loss: 2.8208, grad_norm: 2.1787 2021-07-08 21:36:06,844 - mmaction - INFO - Epoch [67][1220/1879] lr: 8.448e-02, eta: 3 days, 19:16:45, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6352, loss_cls: 2.8141, loss: 2.8141, grad_norm: 2.1575 2021-07-08 21:36:24,333 - mmaction - INFO - Epoch [67][1240/1879] lr: 8.448e-02, eta: 3 days, 19:16:24, time: 0.879, data_time: 0.008, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6512, loss_cls: 2.7173, loss: 2.7173, grad_norm: 2.1700 2021-07-08 21:36:41,843 - mmaction - INFO - Epoch [67][1260/1879] lr: 8.448e-02, eta: 3 days, 19:16:03, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6434, loss_cls: 2.7639, loss: 2.7639, grad_norm: 2.2110 2021-07-08 21:36:59,245 - mmaction - INFO - Epoch [67][1280/1879] lr: 8.448e-02, eta: 3 days, 19:15:42, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6336, loss_cls: 2.7961, loss: 2.7961, grad_norm: 2.2188 2021-07-08 21:37:16,829 - mmaction - INFO - Epoch [67][1300/1879] lr: 8.448e-02, eta: 3 days, 19:15:21, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6219, loss_cls: 2.8662, loss: 2.8662, grad_norm: 2.2155 2021-07-08 21:37:34,233 - mmaction - INFO - Epoch [67][1320/1879] lr: 8.448e-02, eta: 3 days, 19:14:59, time: 0.868, data_time: 0.000, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6449, loss_cls: 2.7369, loss: 2.7369, grad_norm: 2.1979 2021-07-08 21:37:51,606 - mmaction - INFO - Epoch [67][1340/1879] lr: 8.448e-02, eta: 3 days, 19:14:38, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6426, loss_cls: 2.7857, loss: 2.7857, grad_norm: 2.1376 2021-07-08 21:38:09,065 - mmaction - INFO - Epoch [67][1360/1879] lr: 8.448e-02, eta: 3 days, 19:14:16, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6371, loss_cls: 2.7681, loss: 2.7681, grad_norm: 2.1463 2021-07-08 21:38:26,566 - mmaction - INFO - Epoch [67][1380/1879] lr: 8.448e-02, eta: 3 days, 19:13:55, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6402, loss_cls: 2.7535, loss: 2.7535, grad_norm: 2.1629 2021-07-08 21:38:44,093 - mmaction - INFO - Epoch [67][1400/1879] lr: 8.448e-02, eta: 3 days, 19:13:34, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6297, loss_cls: 2.7581, loss: 2.7581, grad_norm: 2.2066 2021-07-08 21:39:01,460 - mmaction - INFO - Epoch [67][1420/1879] lr: 8.448e-02, eta: 3 days, 19:13:12, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6480, loss_cls: 2.7282, loss: 2.7282, grad_norm: 2.2171 2021-07-08 21:39:18,722 - mmaction - INFO - Epoch [67][1440/1879] lr: 8.448e-02, eta: 3 days, 19:12:50, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6457, loss_cls: 2.7087, loss: 2.7087, grad_norm: 2.1681 2021-07-08 21:39:36,293 - mmaction - INFO - Epoch [67][1460/1879] lr: 8.448e-02, eta: 3 days, 19:12:29, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6223, loss_cls: 2.8460, loss: 2.8460, grad_norm: 2.1836 2021-07-08 21:39:53,904 - mmaction - INFO - Epoch [67][1480/1879] lr: 8.448e-02, eta: 3 days, 19:12:08, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6461, loss_cls: 2.6624, loss: 2.6624, grad_norm: 2.1578 2021-07-08 21:40:11,343 - mmaction - INFO - Epoch [67][1500/1879] lr: 8.448e-02, eta: 3 days, 19:11:47, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6395, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.2204 2021-07-08 21:40:28,738 - mmaction - INFO - Epoch [67][1520/1879] lr: 8.448e-02, eta: 3 days, 19:11:25, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6395, loss_cls: 2.7112, loss: 2.7112, grad_norm: 2.1458 2021-07-08 21:40:46,274 - mmaction - INFO - Epoch [67][1540/1879] lr: 8.448e-02, eta: 3 days, 19:11:04, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6379, loss_cls: 2.7502, loss: 2.7502, grad_norm: 2.2106 2021-07-08 21:41:03,651 - mmaction - INFO - Epoch [67][1560/1879] lr: 8.448e-02, eta: 3 days, 19:10:43, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6273, loss_cls: 2.8087, loss: 2.8087, grad_norm: 2.2185 2021-07-08 21:41:21,007 - mmaction - INFO - Epoch [67][1580/1879] lr: 8.448e-02, eta: 3 days, 19:10:21, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6355, loss_cls: 2.8085, loss: 2.8085, grad_norm: 2.2068 2021-07-08 21:41:38,691 - mmaction - INFO - Epoch [67][1600/1879] lr: 8.448e-02, eta: 3 days, 19:10:00, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6305, loss_cls: 2.8098, loss: 2.8098, grad_norm: 2.1765 2021-07-08 21:41:56,092 - mmaction - INFO - Epoch [67][1620/1879] lr: 8.448e-02, eta: 3 days, 19:09:39, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6555, loss_cls: 2.6872, loss: 2.6872, grad_norm: 2.1493 2021-07-08 21:42:13,468 - mmaction - INFO - Epoch [67][1640/1879] lr: 8.448e-02, eta: 3 days, 19:09:17, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6387, loss_cls: 2.7190, loss: 2.7190, grad_norm: 2.1979 2021-07-08 21:42:31,095 - mmaction - INFO - Epoch [67][1660/1879] lr: 8.448e-02, eta: 3 days, 19:08:56, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6305, loss_cls: 2.7852, loss: 2.7852, grad_norm: 2.2233 2021-07-08 21:42:48,631 - mmaction - INFO - Epoch [67][1680/1879] lr: 8.448e-02, eta: 3 days, 19:08:36, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6469, loss_cls: 2.6915, loss: 2.6915, grad_norm: 2.1330 2021-07-08 21:43:06,027 - mmaction - INFO - Epoch [67][1700/1879] lr: 8.448e-02, eta: 3 days, 19:08:14, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6398, loss_cls: 2.7512, loss: 2.7512, grad_norm: 2.1905 2021-07-08 21:43:23,638 - mmaction - INFO - Epoch [67][1720/1879] lr: 8.448e-02, eta: 3 days, 19:07:53, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6473, loss_cls: 2.7241, loss: 2.7241, grad_norm: 2.1834 2021-07-08 21:43:41,162 - mmaction - INFO - Epoch [67][1740/1879] lr: 8.448e-02, eta: 3 days, 19:07:32, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6500, loss_cls: 2.7195, loss: 2.7195, grad_norm: 2.1725 2021-07-08 21:43:58,658 - mmaction - INFO - Epoch [67][1760/1879] lr: 8.448e-02, eta: 3 days, 19:07:11, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6324, loss_cls: 2.8001, loss: 2.8001, grad_norm: 2.2105 2021-07-08 21:44:16,152 - mmaction - INFO - Epoch [67][1780/1879] lr: 8.448e-02, eta: 3 days, 19:06:50, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6219, loss_cls: 2.8140, loss: 2.8140, grad_norm: 2.2667 2021-07-08 21:44:33,605 - mmaction - INFO - Epoch [67][1800/1879] lr: 8.448e-02, eta: 3 days, 19:06:28, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6238, loss_cls: 2.8176, loss: 2.8176, grad_norm: 2.1898 2021-07-08 21:44:51,103 - mmaction - INFO - Epoch [67][1820/1879] lr: 8.448e-02, eta: 3 days, 19:06:07, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6328, loss_cls: 2.7500, loss: 2.7500, grad_norm: 2.1839 2021-07-08 21:45:08,650 - mmaction - INFO - Epoch [67][1840/1879] lr: 8.448e-02, eta: 3 days, 19:05:46, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6547, loss_cls: 2.6666, loss: 2.6666, grad_norm: 2.1704 2021-07-08 21:45:25,978 - mmaction - INFO - Epoch [67][1860/1879] lr: 8.448e-02, eta: 3 days, 19:05:24, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6461, loss_cls: 2.7275, loss: 2.7275, grad_norm: 2.1785 2021-07-08 21:47:51,664 - mmaction - INFO - Epoch [68][20/1879] lr: 8.403e-02, eta: 3 days, 19:09:06, time: 6.369, data_time: 5.116, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6309, loss_cls: 2.7617, loss: 2.7617, grad_norm: 2.2323 2021-07-08 21:48:08,702 - mmaction - INFO - Epoch [68][40/1879] lr: 8.403e-02, eta: 3 days, 19:08:43, time: 0.850, data_time: 0.006, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6320, loss_cls: 2.7246, loss: 2.7246, grad_norm: 2.2740 2021-07-08 21:48:25,932 - mmaction - INFO - Epoch [68][60/1879] lr: 8.403e-02, eta: 3 days, 19:08:22, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6512, loss_cls: 2.7126, loss: 2.7126, grad_norm: 2.1936 2021-07-08 21:48:43,231 - mmaction - INFO - Epoch [68][80/1879] lr: 8.403e-02, eta: 3 days, 19:08:00, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6480, loss_cls: 2.7241, loss: 2.7241, grad_norm: 2.1977 2021-07-08 21:49:00,530 - mmaction - INFO - Epoch [68][100/1879] lr: 8.403e-02, eta: 3 days, 19:07:38, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6395, loss_cls: 2.7782, loss: 2.7782, grad_norm: 2.2605 2021-07-08 21:49:17,964 - mmaction - INFO - Epoch [68][120/1879] lr: 8.403e-02, eta: 3 days, 19:07:16, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6387, loss_cls: 2.7583, loss: 2.7583, grad_norm: 2.1955 2021-07-08 21:49:35,335 - mmaction - INFO - Epoch [68][140/1879] lr: 8.403e-02, eta: 3 days, 19:06:55, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6508, loss_cls: 2.6816, loss: 2.6816, grad_norm: 2.1664 2021-07-08 21:49:52,803 - mmaction - INFO - Epoch [68][160/1879] lr: 8.403e-02, eta: 3 days, 19:06:34, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6414, loss_cls: 2.7270, loss: 2.7270, grad_norm: 2.1814 2021-07-08 21:50:10,250 - mmaction - INFO - Epoch [68][180/1879] lr: 8.403e-02, eta: 3 days, 19:06:12, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6355, loss_cls: 2.7716, loss: 2.7716, grad_norm: 2.2439 2021-07-08 21:50:27,765 - mmaction - INFO - Epoch [68][200/1879] lr: 8.403e-02, eta: 3 days, 19:05:51, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6484, loss_cls: 2.7003, loss: 2.7003, grad_norm: 2.1667 2021-07-08 21:50:45,210 - mmaction - INFO - Epoch [68][220/1879] lr: 8.403e-02, eta: 3 days, 19:05:30, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6285, loss_cls: 2.7901, loss: 2.7901, grad_norm: 2.1869 2021-07-08 21:51:02,636 - mmaction - INFO - Epoch [68][240/1879] lr: 8.403e-02, eta: 3 days, 19:05:08, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6324, loss_cls: 2.7727, loss: 2.7727, grad_norm: 2.2018 2021-07-08 21:51:20,053 - mmaction - INFO - Epoch [68][260/1879] lr: 8.403e-02, eta: 3 days, 19:04:47, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6449, loss_cls: 2.7093, loss: 2.7093, grad_norm: 2.1392 2021-07-08 21:51:37,501 - mmaction - INFO - Epoch [68][280/1879] lr: 8.403e-02, eta: 3 days, 19:04:25, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6426, loss_cls: 2.7370, loss: 2.7370, grad_norm: 2.1311 2021-07-08 21:51:55,055 - mmaction - INFO - Epoch [68][300/1879] lr: 8.403e-02, eta: 3 days, 19:04:04, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6371, loss_cls: 2.7541, loss: 2.7541, grad_norm: 2.2033 2021-07-08 21:52:12,595 - mmaction - INFO - Epoch [68][320/1879] lr: 8.403e-02, eta: 3 days, 19:03:43, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6270, loss_cls: 2.7679, loss: 2.7679, grad_norm: 2.2251 2021-07-08 21:52:30,186 - mmaction - INFO - Epoch [68][340/1879] lr: 8.403e-02, eta: 3 days, 19:03:22, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6410, loss_cls: 2.7294, loss: 2.7294, grad_norm: 2.1985 2021-07-08 21:52:47,675 - mmaction - INFO - Epoch [68][360/1879] lr: 8.403e-02, eta: 3 days, 19:03:01, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6305, loss_cls: 2.7665, loss: 2.7665, grad_norm: 2.2557 2021-07-08 21:53:05,188 - mmaction - INFO - Epoch [68][380/1879] lr: 8.403e-02, eta: 3 days, 19:02:40, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6387, loss_cls: 2.7381, loss: 2.7381, grad_norm: 2.2129 2021-07-08 21:53:22,640 - mmaction - INFO - Epoch [68][400/1879] lr: 8.403e-02, eta: 3 days, 19:02:18, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6312, loss_cls: 2.8254, loss: 2.8254, grad_norm: 2.2349 2021-07-08 21:53:40,188 - mmaction - INFO - Epoch [68][420/1879] lr: 8.403e-02, eta: 3 days, 19:01:57, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6395, loss_cls: 2.7522, loss: 2.7522, grad_norm: 2.1506 2021-07-08 21:53:57,604 - mmaction - INFO - Epoch [68][440/1879] lr: 8.403e-02, eta: 3 days, 19:01:36, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6367, loss_cls: 2.7274, loss: 2.7274, grad_norm: 2.1632 2021-07-08 21:54:15,122 - mmaction - INFO - Epoch [68][460/1879] lr: 8.403e-02, eta: 3 days, 19:01:14, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6445, loss_cls: 2.7008, loss: 2.7008, grad_norm: 2.2055 2021-07-08 21:54:32,729 - mmaction - INFO - Epoch [68][480/1879] lr: 8.403e-02, eta: 3 days, 19:00:53, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6270, loss_cls: 2.7653, loss: 2.7653, grad_norm: 2.1785 2021-07-08 21:54:50,253 - mmaction - INFO - Epoch [68][500/1879] lr: 8.403e-02, eta: 3 days, 19:00:32, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6574, loss_cls: 2.6926, loss: 2.6926, grad_norm: 2.1343 2021-07-08 21:55:07,709 - mmaction - INFO - Epoch [68][520/1879] lr: 8.403e-02, eta: 3 days, 19:00:11, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6516, loss_cls: 2.7080, loss: 2.7080, grad_norm: 2.1726 2021-07-08 21:55:25,249 - mmaction - INFO - Epoch [68][540/1879] lr: 8.403e-02, eta: 3 days, 18:59:50, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6418, loss_cls: 2.7517, loss: 2.7517, grad_norm: 2.2137 2021-07-08 21:55:42,744 - mmaction - INFO - Epoch [68][560/1879] lr: 8.403e-02, eta: 3 days, 18:59:29, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6281, loss_cls: 2.7687, loss: 2.7687, grad_norm: 2.1812 2021-07-08 21:56:00,312 - mmaction - INFO - Epoch [68][580/1879] lr: 8.403e-02, eta: 3 days, 18:59:08, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6363, loss_cls: 2.7322, loss: 2.7322, grad_norm: 2.1630 2021-07-08 21:56:17,827 - mmaction - INFO - Epoch [68][600/1879] lr: 8.403e-02, eta: 3 days, 18:58:47, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6348, loss_cls: 2.8310, loss: 2.8310, grad_norm: 2.2245 2021-07-08 21:56:35,251 - mmaction - INFO - Epoch [68][620/1879] lr: 8.403e-02, eta: 3 days, 18:58:25, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6453, loss_cls: 2.6850, loss: 2.6850, grad_norm: 2.1136 2021-07-08 21:56:52,744 - mmaction - INFO - Epoch [68][640/1879] lr: 8.403e-02, eta: 3 days, 18:58:04, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6324, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.2001 2021-07-08 21:57:10,233 - mmaction - INFO - Epoch [68][660/1879] lr: 8.403e-02, eta: 3 days, 18:57:43, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6391, loss_cls: 2.7806, loss: 2.7806, grad_norm: 2.2085 2021-07-08 21:57:27,775 - mmaction - INFO - Epoch [68][680/1879] lr: 8.403e-02, eta: 3 days, 18:57:22, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6465, loss_cls: 2.7428, loss: 2.7428, grad_norm: 2.1613 2021-07-08 21:57:45,231 - mmaction - INFO - Epoch [68][700/1879] lr: 8.403e-02, eta: 3 days, 18:57:00, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6395, loss_cls: 2.7115, loss: 2.7115, grad_norm: 2.1997 2021-07-08 21:58:02,672 - mmaction - INFO - Epoch [68][720/1879] lr: 8.403e-02, eta: 3 days, 18:56:39, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6414, loss_cls: 2.7447, loss: 2.7447, grad_norm: 2.2128 2021-07-08 21:58:20,120 - mmaction - INFO - Epoch [68][740/1879] lr: 8.403e-02, eta: 3 days, 18:56:17, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6480, loss_cls: 2.6918, loss: 2.6918, grad_norm: 2.1752 2021-07-08 21:58:37,556 - mmaction - INFO - Epoch [68][760/1879] lr: 8.403e-02, eta: 3 days, 18:55:56, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6438, loss_cls: 2.7456, loss: 2.7456, grad_norm: 2.1574 2021-07-08 21:58:54,955 - mmaction - INFO - Epoch [68][780/1879] lr: 8.403e-02, eta: 3 days, 18:55:35, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6363, loss_cls: 2.7561, loss: 2.7561, grad_norm: 2.2140 2021-07-08 21:59:12,434 - mmaction - INFO - Epoch [68][800/1879] lr: 8.403e-02, eta: 3 days, 18:55:13, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6449, loss_cls: 2.7512, loss: 2.7512, grad_norm: 2.1995 2021-07-08 21:59:29,972 - mmaction - INFO - Epoch [68][820/1879] lr: 8.403e-02, eta: 3 days, 18:54:52, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6398, loss_cls: 2.7454, loss: 2.7454, grad_norm: 2.1877 2021-07-08 21:59:47,440 - mmaction - INFO - Epoch [68][840/1879] lr: 8.403e-02, eta: 3 days, 18:54:31, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6328, loss_cls: 2.7908, loss: 2.7908, grad_norm: 2.1853 2021-07-08 22:00:04,946 - mmaction - INFO - Epoch [68][860/1879] lr: 8.403e-02, eta: 3 days, 18:54:10, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6316, loss_cls: 2.7217, loss: 2.7217, grad_norm: 2.1532 2021-07-08 22:00:22,455 - mmaction - INFO - Epoch [68][880/1879] lr: 8.403e-02, eta: 3 days, 18:53:49, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6453, loss_cls: 2.7104, loss: 2.7104, grad_norm: 2.1977 2021-07-08 22:00:40,121 - mmaction - INFO - Epoch [68][900/1879] lr: 8.403e-02, eta: 3 days, 18:53:28, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6465, loss_cls: 2.7276, loss: 2.7276, grad_norm: 2.1734 2021-07-08 22:00:57,679 - mmaction - INFO - Epoch [68][920/1879] lr: 8.403e-02, eta: 3 days, 18:53:07, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6277, loss_cls: 2.8365, loss: 2.8365, grad_norm: 2.2050 2021-07-08 22:01:15,154 - mmaction - INFO - Epoch [68][940/1879] lr: 8.403e-02, eta: 3 days, 18:52:46, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6340, loss_cls: 2.7502, loss: 2.7502, grad_norm: 2.1981 2021-07-08 22:01:32,567 - mmaction - INFO - Epoch [68][960/1879] lr: 8.403e-02, eta: 3 days, 18:52:24, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6531, loss_cls: 2.7071, loss: 2.7071, grad_norm: 2.1611 2021-07-08 22:01:49,944 - mmaction - INFO - Epoch [68][980/1879] lr: 8.403e-02, eta: 3 days, 18:52:03, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6270, loss_cls: 2.8054, loss: 2.8054, grad_norm: 2.2282 2021-07-08 22:02:07,366 - mmaction - INFO - Epoch [68][1000/1879] lr: 8.403e-02, eta: 3 days, 18:51:41, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6371, loss_cls: 2.7626, loss: 2.7626, grad_norm: 2.2210 2021-07-08 22:02:24,824 - mmaction - INFO - Epoch [68][1020/1879] lr: 8.403e-02, eta: 3 days, 18:51:20, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6434, loss_cls: 2.7644, loss: 2.7644, grad_norm: 2.1798 2021-07-08 22:02:42,395 - mmaction - INFO - Epoch [68][1040/1879] lr: 8.403e-02, eta: 3 days, 18:50:59, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6469, loss_cls: 2.7166, loss: 2.7166, grad_norm: 2.1500 2021-07-08 22:02:59,908 - mmaction - INFO - Epoch [68][1060/1879] lr: 8.403e-02, eta: 3 days, 18:50:38, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6418, loss_cls: 2.7016, loss: 2.7016, grad_norm: 2.1915 2021-07-08 22:03:17,359 - mmaction - INFO - Epoch [68][1080/1879] lr: 8.403e-02, eta: 3 days, 18:50:16, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6348, loss_cls: 2.7637, loss: 2.7637, grad_norm: 2.2302 2021-07-08 22:03:34,928 - mmaction - INFO - Epoch [68][1100/1879] lr: 8.403e-02, eta: 3 days, 18:49:55, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6348, loss_cls: 2.7345, loss: 2.7345, grad_norm: 2.1851 2021-07-08 22:03:52,541 - mmaction - INFO - Epoch [68][1120/1879] lr: 8.403e-02, eta: 3 days, 18:49:34, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6391, loss_cls: 2.7622, loss: 2.7622, grad_norm: 2.2196 2021-07-08 22:04:09,934 - mmaction - INFO - Epoch [68][1140/1879] lr: 8.403e-02, eta: 3 days, 18:49:13, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6250, loss_cls: 2.8612, loss: 2.8612, grad_norm: 2.1710 2021-07-08 22:04:27,461 - mmaction - INFO - Epoch [68][1160/1879] lr: 8.403e-02, eta: 3 days, 18:48:52, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6570, loss_cls: 2.7291, loss: 2.7291, grad_norm: 2.1721 2021-07-08 22:04:44,842 - mmaction - INFO - Epoch [68][1180/1879] lr: 8.403e-02, eta: 3 days, 18:48:30, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6254, loss_cls: 2.8610, loss: 2.8610, grad_norm: 2.2132 2021-07-08 22:05:02,357 - mmaction - INFO - Epoch [68][1200/1879] lr: 8.403e-02, eta: 3 days, 18:48:09, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6426, loss_cls: 2.7372, loss: 2.7372, grad_norm: 2.1544 2021-07-08 22:05:19,793 - mmaction - INFO - Epoch [68][1220/1879] lr: 8.403e-02, eta: 3 days, 18:47:48, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6387, loss_cls: 2.7605, loss: 2.7605, grad_norm: 2.1731 2021-07-08 22:05:37,314 - mmaction - INFO - Epoch [68][1240/1879] lr: 8.403e-02, eta: 3 days, 18:47:27, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6457, loss_cls: 2.7245, loss: 2.7245, grad_norm: 2.1814 2021-07-08 22:05:54,893 - mmaction - INFO - Epoch [68][1260/1879] lr: 8.403e-02, eta: 3 days, 18:47:06, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6438, loss_cls: 2.7829, loss: 2.7829, grad_norm: 2.1587 2021-07-08 22:06:12,300 - mmaction - INFO - Epoch [68][1280/1879] lr: 8.403e-02, eta: 3 days, 18:46:44, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6375, loss_cls: 2.7758, loss: 2.7758, grad_norm: 2.2225 2021-07-08 22:06:29,777 - mmaction - INFO - Epoch [68][1300/1879] lr: 8.403e-02, eta: 3 days, 18:46:23, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6484, loss_cls: 2.7315, loss: 2.7315, grad_norm: 2.2369 2021-07-08 22:06:47,184 - mmaction - INFO - Epoch [68][1320/1879] lr: 8.403e-02, eta: 3 days, 18:46:02, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6324, loss_cls: 2.7999, loss: 2.7999, grad_norm: 2.2023 2021-07-08 22:07:04,613 - mmaction - INFO - Epoch [68][1340/1879] lr: 8.403e-02, eta: 3 days, 18:45:40, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6312, loss_cls: 2.7945, loss: 2.7945, grad_norm: 2.1481 2021-07-08 22:07:22,151 - mmaction - INFO - Epoch [68][1360/1879] lr: 8.403e-02, eta: 3 days, 18:45:19, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6500, loss_cls: 2.7136, loss: 2.7136, grad_norm: 2.1738 2021-07-08 22:07:39,551 - mmaction - INFO - Epoch [68][1380/1879] lr: 8.403e-02, eta: 3 days, 18:44:58, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6371, loss_cls: 2.7421, loss: 2.7421, grad_norm: 2.1786 2021-07-08 22:07:57,144 - mmaction - INFO - Epoch [68][1400/1879] lr: 8.403e-02, eta: 3 days, 18:44:37, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6480, loss_cls: 2.6758, loss: 2.6758, grad_norm: 2.1824 2021-07-08 22:08:14,512 - mmaction - INFO - Epoch [68][1420/1879] lr: 8.403e-02, eta: 3 days, 18:44:15, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6383, loss_cls: 2.7384, loss: 2.7384, grad_norm: 2.2204 2021-07-08 22:08:31,893 - mmaction - INFO - Epoch [68][1440/1879] lr: 8.403e-02, eta: 3 days, 18:43:54, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3688, top5_acc: 0.6297, loss_cls: 2.8505, loss: 2.8505, grad_norm: 2.2325 2021-07-08 22:08:49,403 - mmaction - INFO - Epoch [68][1460/1879] lr: 8.403e-02, eta: 3 days, 18:43:33, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6422, loss_cls: 2.7540, loss: 2.7540, grad_norm: 2.1670 2021-07-08 22:09:06,741 - mmaction - INFO - Epoch [68][1480/1879] lr: 8.403e-02, eta: 3 days, 18:43:11, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6266, loss_cls: 2.7642, loss: 2.7642, grad_norm: 2.1721 2021-07-08 22:09:24,182 - mmaction - INFO - Epoch [68][1500/1879] lr: 8.403e-02, eta: 3 days, 18:42:50, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6395, loss_cls: 2.7487, loss: 2.7487, grad_norm: 2.1469 2021-07-08 22:09:41,634 - mmaction - INFO - Epoch [68][1520/1879] lr: 8.403e-02, eta: 3 days, 18:42:29, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6445, loss_cls: 2.7349, loss: 2.7349, grad_norm: 2.1724 2021-07-08 22:09:59,131 - mmaction - INFO - Epoch [68][1540/1879] lr: 8.403e-02, eta: 3 days, 18:42:07, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6184, loss_cls: 2.8195, loss: 2.8195, grad_norm: 2.1575 2021-07-08 22:10:16,504 - mmaction - INFO - Epoch [68][1560/1879] lr: 8.403e-02, eta: 3 days, 18:41:46, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6324, loss_cls: 2.7752, loss: 2.7752, grad_norm: 2.2335 2021-07-08 22:10:33,872 - mmaction - INFO - Epoch [68][1580/1879] lr: 8.403e-02, eta: 3 days, 18:41:24, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6305, loss_cls: 2.7732, loss: 2.7732, grad_norm: 2.2492 2021-07-08 22:10:51,328 - mmaction - INFO - Epoch [68][1600/1879] lr: 8.403e-02, eta: 3 days, 18:41:03, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6422, loss_cls: 2.7332, loss: 2.7332, grad_norm: 2.1254 2021-07-08 22:11:08,810 - mmaction - INFO - Epoch [68][1620/1879] lr: 8.403e-02, eta: 3 days, 18:40:42, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6332, loss_cls: 2.8215, loss: 2.8215, grad_norm: 2.1691 2021-07-08 22:11:26,253 - mmaction - INFO - Epoch [68][1640/1879] lr: 8.403e-02, eta: 3 days, 18:40:21, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3727, top5_acc: 0.6195, loss_cls: 2.8246, loss: 2.8246, grad_norm: 2.1745 2021-07-08 22:11:43,694 - mmaction - INFO - Epoch [68][1660/1879] lr: 8.403e-02, eta: 3 days, 18:39:59, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6461, loss_cls: 2.7471, loss: 2.7471, grad_norm: 2.1665 2021-07-08 22:12:01,054 - mmaction - INFO - Epoch [68][1680/1879] lr: 8.403e-02, eta: 3 days, 18:39:38, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6395, loss_cls: 2.7862, loss: 2.7862, grad_norm: 2.2179 2021-07-08 22:12:18,435 - mmaction - INFO - Epoch [68][1700/1879] lr: 8.403e-02, eta: 3 days, 18:39:16, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6305, loss_cls: 2.8242, loss: 2.8242, grad_norm: 2.2167 2021-07-08 22:12:35,821 - mmaction - INFO - Epoch [68][1720/1879] lr: 8.403e-02, eta: 3 days, 18:38:55, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6344, loss_cls: 2.7572, loss: 2.7572, grad_norm: 2.1725 2021-07-08 22:12:53,286 - mmaction - INFO - Epoch [68][1740/1879] lr: 8.403e-02, eta: 3 days, 18:38:34, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6445, loss_cls: 2.6961, loss: 2.6961, grad_norm: 2.1749 2021-07-08 22:13:10,740 - mmaction - INFO - Epoch [68][1760/1879] lr: 8.403e-02, eta: 3 days, 18:38:12, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6355, loss_cls: 2.7362, loss: 2.7362, grad_norm: 2.2100 2021-07-08 22:13:28,261 - mmaction - INFO - Epoch [68][1780/1879] lr: 8.403e-02, eta: 3 days, 18:37:51, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6484, loss_cls: 2.7406, loss: 2.7406, grad_norm: 2.1989 2021-07-08 22:13:45,654 - mmaction - INFO - Epoch [68][1800/1879] lr: 8.403e-02, eta: 3 days, 18:37:30, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6539, loss_cls: 2.7155, loss: 2.7155, grad_norm: 2.1813 2021-07-08 22:14:03,183 - mmaction - INFO - Epoch [68][1820/1879] lr: 8.403e-02, eta: 3 days, 18:37:09, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6461, loss_cls: 2.7189, loss: 2.7189, grad_norm: 2.2204 2021-07-08 22:14:20,556 - mmaction - INFO - Epoch [68][1840/1879] lr: 8.403e-02, eta: 3 days, 18:36:47, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6156, loss_cls: 2.8251, loss: 2.8251, grad_norm: 2.1618 2021-07-08 22:14:38,122 - mmaction - INFO - Epoch [68][1860/1879] lr: 8.403e-02, eta: 3 days, 18:36:26, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6285, loss_cls: 2.8261, loss: 2.8261, grad_norm: 2.1840 2021-07-08 22:15:04,586 - mmaction - INFO - Saving checkpoint at 68 epochs 2021-07-08 22:17:35,752 - mmaction - INFO - Epoch [69][20/1879] lr: 8.358e-02, eta: 3 days, 18:41:06, time: 7.522, data_time: 6.426, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6574, loss_cls: 2.6879, loss: 2.6879, grad_norm: 2.1741 2021-07-08 22:17:52,689 - mmaction - INFO - Epoch [69][40/1879] lr: 8.358e-02, eta: 3 days, 18:40:44, time: 0.848, data_time: 0.005, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6590, loss_cls: 2.6921, loss: 2.6921, grad_norm: 2.1975 2021-07-08 22:18:10,029 - mmaction - INFO - Epoch [69][60/1879] lr: 8.358e-02, eta: 3 days, 18:40:22, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6508, loss_cls: 2.6691, loss: 2.6691, grad_norm: 2.2288 2021-07-08 22:18:27,357 - mmaction - INFO - Epoch [69][80/1879] lr: 8.358e-02, eta: 3 days, 18:40:00, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.7678, loss: 2.7678, grad_norm: 2.2287 2021-07-08 22:18:44,800 - mmaction - INFO - Epoch [69][100/1879] lr: 8.358e-02, eta: 3 days, 18:39:39, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6344, loss_cls: 2.7637, loss: 2.7637, grad_norm: 2.2011 2021-07-08 22:19:02,198 - mmaction - INFO - Epoch [69][120/1879] lr: 8.358e-02, eta: 3 days, 18:39:17, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6348, loss_cls: 2.7795, loss: 2.7795, grad_norm: 2.1726 2021-07-08 22:19:19,632 - mmaction - INFO - Epoch [69][140/1879] lr: 8.358e-02, eta: 3 days, 18:38:56, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6410, loss_cls: 2.7462, loss: 2.7462, grad_norm: 2.2128 2021-07-08 22:19:37,004 - mmaction - INFO - Epoch [69][160/1879] lr: 8.358e-02, eta: 3 days, 18:38:35, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6582, loss_cls: 2.6898, loss: 2.6898, grad_norm: 2.2043 2021-07-08 22:19:54,362 - mmaction - INFO - Epoch [69][180/1879] lr: 8.358e-02, eta: 3 days, 18:38:13, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6504, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.2274 2021-07-08 22:20:11,938 - mmaction - INFO - Epoch [69][200/1879] lr: 8.358e-02, eta: 3 days, 18:37:52, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6465, loss_cls: 2.7375, loss: 2.7375, grad_norm: 2.2535 2021-07-08 22:20:29,539 - mmaction - INFO - Epoch [69][220/1879] lr: 8.358e-02, eta: 3 days, 18:37:31, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6609, loss_cls: 2.6673, loss: 2.6673, grad_norm: 2.1529 2021-07-08 22:20:47,195 - mmaction - INFO - Epoch [69][240/1879] lr: 8.358e-02, eta: 3 days, 18:37:10, time: 0.884, data_time: 0.002, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6445, loss_cls: 2.7144, loss: 2.7144, grad_norm: 2.2266 2021-07-08 22:21:04,677 - mmaction - INFO - Epoch [69][260/1879] lr: 8.358e-02, eta: 3 days, 18:36:49, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6480, loss_cls: 2.7321, loss: 2.7321, grad_norm: 2.2183 2021-07-08 22:21:22,106 - mmaction - INFO - Epoch [69][280/1879] lr: 8.358e-02, eta: 3 days, 18:36:28, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6672, loss: 2.6672, grad_norm: 2.1975 2021-07-08 22:21:39,530 - mmaction - INFO - Epoch [69][300/1879] lr: 8.358e-02, eta: 3 days, 18:36:06, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6570, loss_cls: 2.7093, loss: 2.7093, grad_norm: 2.2070 2021-07-08 22:21:57,082 - mmaction - INFO - Epoch [69][320/1879] lr: 8.358e-02, eta: 3 days, 18:35:45, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6406, loss_cls: 2.7606, loss: 2.7606, grad_norm: 2.2351 2021-07-08 22:22:14,496 - mmaction - INFO - Epoch [69][340/1879] lr: 8.358e-02, eta: 3 days, 18:35:24, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6406, loss_cls: 2.7183, loss: 2.7183, grad_norm: 2.2051 2021-07-08 22:22:31,920 - mmaction - INFO - Epoch [69][360/1879] lr: 8.358e-02, eta: 3 days, 18:35:03, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6387, loss_cls: 2.7855, loss: 2.7855, grad_norm: 2.1764 2021-07-08 22:22:49,378 - mmaction - INFO - Epoch [69][380/1879] lr: 8.358e-02, eta: 3 days, 18:34:41, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6441, loss_cls: 2.7067, loss: 2.7067, grad_norm: 2.1949 2021-07-08 22:23:06,792 - mmaction - INFO - Epoch [69][400/1879] lr: 8.358e-02, eta: 3 days, 18:34:20, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6387, loss_cls: 2.7230, loss: 2.7230, grad_norm: 2.2091 2021-07-08 22:23:24,309 - mmaction - INFO - Epoch [69][420/1879] lr: 8.358e-02, eta: 3 days, 18:33:59, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6465, loss_cls: 2.7044, loss: 2.7044, grad_norm: 2.1908 2021-07-08 22:23:41,861 - mmaction - INFO - Epoch [69][440/1879] lr: 8.358e-02, eta: 3 days, 18:33:38, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6336, loss_cls: 2.7705, loss: 2.7705, grad_norm: 2.2019 2021-07-08 22:23:59,275 - mmaction - INFO - Epoch [69][460/1879] lr: 8.358e-02, eta: 3 days, 18:33:16, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6242, loss_cls: 2.7840, loss: 2.7840, grad_norm: 2.1754 2021-07-08 22:24:16,774 - mmaction - INFO - Epoch [69][480/1879] lr: 8.358e-02, eta: 3 days, 18:32:55, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6438, loss_cls: 2.7415, loss: 2.7415, grad_norm: 2.2025 2021-07-08 22:24:34,184 - mmaction - INFO - Epoch [69][500/1879] lr: 8.358e-02, eta: 3 days, 18:32:34, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6504, loss_cls: 2.6925, loss: 2.6925, grad_norm: 2.2101 2021-07-08 22:24:51,668 - mmaction - INFO - Epoch [69][520/1879] lr: 8.358e-02, eta: 3 days, 18:32:12, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6445, loss_cls: 2.7350, loss: 2.7350, grad_norm: 2.1873 2021-07-08 22:25:09,165 - mmaction - INFO - Epoch [69][540/1879] lr: 8.358e-02, eta: 3 days, 18:31:51, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6285, loss_cls: 2.7735, loss: 2.7735, grad_norm: 2.2008 2021-07-08 22:25:26,648 - mmaction - INFO - Epoch [69][560/1879] lr: 8.358e-02, eta: 3 days, 18:31:30, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6473, loss_cls: 2.7419, loss: 2.7419, grad_norm: 2.1825 2021-07-08 22:25:44,204 - mmaction - INFO - Epoch [69][580/1879] lr: 8.358e-02, eta: 3 days, 18:31:09, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6539, loss_cls: 2.7122, loss: 2.7122, grad_norm: 2.1969 2021-07-08 22:26:01,729 - mmaction - INFO - Epoch [69][600/1879] lr: 8.358e-02, eta: 3 days, 18:30:48, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6512, loss_cls: 2.7482, loss: 2.7482, grad_norm: 2.2038 2021-07-08 22:26:19,220 - mmaction - INFO - Epoch [69][620/1879] lr: 8.358e-02, eta: 3 days, 18:30:27, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6359, loss_cls: 2.7870, loss: 2.7870, grad_norm: 2.2030 2021-07-08 22:26:36,775 - mmaction - INFO - Epoch [69][640/1879] lr: 8.358e-02, eta: 3 days, 18:30:06, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6473, loss_cls: 2.7150, loss: 2.7150, grad_norm: 2.2293 2021-07-08 22:26:54,249 - mmaction - INFO - Epoch [69][660/1879] lr: 8.358e-02, eta: 3 days, 18:29:44, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6301, loss_cls: 2.7585, loss: 2.7585, grad_norm: 2.2581 2021-07-08 22:27:11,691 - mmaction - INFO - Epoch [69][680/1879] lr: 8.358e-02, eta: 3 days, 18:29:23, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6172, loss_cls: 2.8795, loss: 2.8795, grad_norm: 2.2074 2021-07-08 22:27:29,275 - mmaction - INFO - Epoch [69][700/1879] lr: 8.358e-02, eta: 3 days, 18:29:02, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6355, loss_cls: 2.7654, loss: 2.7654, grad_norm: 2.1977 2021-07-08 22:27:46,724 - mmaction - INFO - Epoch [69][720/1879] lr: 8.358e-02, eta: 3 days, 18:28:41, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6355, loss_cls: 2.7758, loss: 2.7758, grad_norm: 2.1674 2021-07-08 22:28:04,322 - mmaction - INFO - Epoch [69][740/1879] lr: 8.358e-02, eta: 3 days, 18:28:20, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6441, loss_cls: 2.7353, loss: 2.7353, grad_norm: 2.2107 2021-07-08 22:28:21,737 - mmaction - INFO - Epoch [69][760/1879] lr: 8.358e-02, eta: 3 days, 18:27:58, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6379, loss_cls: 2.7861, loss: 2.7861, grad_norm: 2.1860 2021-07-08 22:28:39,081 - mmaction - INFO - Epoch [69][780/1879] lr: 8.358e-02, eta: 3 days, 18:27:37, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6309, loss_cls: 2.7966, loss: 2.7966, grad_norm: 2.1848 2021-07-08 22:28:56,554 - mmaction - INFO - Epoch [69][800/1879] lr: 8.358e-02, eta: 3 days, 18:27:16, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6559, loss_cls: 2.7097, loss: 2.7097, grad_norm: 2.2571 2021-07-08 22:29:13,984 - mmaction - INFO - Epoch [69][820/1879] lr: 8.358e-02, eta: 3 days, 18:26:54, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6254, loss_cls: 2.8024, loss: 2.8024, grad_norm: 2.2185 2021-07-08 22:29:31,460 - mmaction - INFO - Epoch [69][840/1879] lr: 8.358e-02, eta: 3 days, 18:26:33, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6547, loss_cls: 2.7239, loss: 2.7239, grad_norm: 2.1706 2021-07-08 22:29:48,912 - mmaction - INFO - Epoch [69][860/1879] lr: 8.358e-02, eta: 3 days, 18:26:12, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6398, loss_cls: 2.7324, loss: 2.7324, grad_norm: 2.2460 2021-07-08 22:30:06,381 - mmaction - INFO - Epoch [69][880/1879] lr: 8.358e-02, eta: 3 days, 18:25:51, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6320, loss_cls: 2.7349, loss: 2.7349, grad_norm: 2.1683 2021-07-08 22:30:23,875 - mmaction - INFO - Epoch [69][900/1879] lr: 8.358e-02, eta: 3 days, 18:25:29, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6672, loss_cls: 2.6087, loss: 2.6087, grad_norm: 2.1231 2021-07-08 22:30:41,325 - mmaction - INFO - Epoch [69][920/1879] lr: 8.358e-02, eta: 3 days, 18:25:08, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6266, loss_cls: 2.7487, loss: 2.7487, grad_norm: 2.2473 2021-07-08 22:30:58,779 - mmaction - INFO - Epoch [69][940/1879] lr: 8.358e-02, eta: 3 days, 18:24:47, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6309, loss_cls: 2.7882, loss: 2.7882, grad_norm: 2.2237 2021-07-08 22:31:16,307 - mmaction - INFO - Epoch [69][960/1879] lr: 8.358e-02, eta: 3 days, 18:24:26, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6355, loss_cls: 2.7931, loss: 2.7931, grad_norm: 2.2099 2021-07-08 22:31:33,760 - mmaction - INFO - Epoch [69][980/1879] lr: 8.358e-02, eta: 3 days, 18:24:05, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6602, loss_cls: 2.6519, loss: 2.6519, grad_norm: 2.1632 2021-07-08 22:31:51,287 - mmaction - INFO - Epoch [69][1000/1879] lr: 8.358e-02, eta: 3 days, 18:23:43, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6449, loss_cls: 2.7273, loss: 2.7273, grad_norm: 2.1781 2021-07-08 22:32:08,741 - mmaction - INFO - Epoch [69][1020/1879] lr: 8.358e-02, eta: 3 days, 18:23:22, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6375, loss_cls: 2.7716, loss: 2.7716, grad_norm: 2.2515 2021-07-08 22:32:26,280 - mmaction - INFO - Epoch [69][1040/1879] lr: 8.358e-02, eta: 3 days, 18:23:01, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6344, loss_cls: 2.7633, loss: 2.7633, grad_norm: 2.1396 2021-07-08 22:32:43,786 - mmaction - INFO - Epoch [69][1060/1879] lr: 8.358e-02, eta: 3 days, 18:22:40, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6332, loss_cls: 2.7960, loss: 2.7960, grad_norm: 2.2240 2021-07-08 22:33:01,331 - mmaction - INFO - Epoch [69][1080/1879] lr: 8.358e-02, eta: 3 days, 18:22:19, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6504, loss_cls: 2.7054, loss: 2.7054, grad_norm: 2.2348 2021-07-08 22:33:18,763 - mmaction - INFO - Epoch [69][1100/1879] lr: 8.358e-02, eta: 3 days, 18:21:58, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6363, loss_cls: 2.8232, loss: 2.8232, grad_norm: 2.2150 2021-07-08 22:33:36,223 - mmaction - INFO - Epoch [69][1120/1879] lr: 8.358e-02, eta: 3 days, 18:21:36, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6457, loss_cls: 2.7067, loss: 2.7067, grad_norm: 2.2138 2021-07-08 22:33:53,696 - mmaction - INFO - Epoch [69][1140/1879] lr: 8.358e-02, eta: 3 days, 18:21:15, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6289, loss_cls: 2.8557, loss: 2.8557, grad_norm: 2.2106 2021-07-08 22:34:11,192 - mmaction - INFO - Epoch [69][1160/1879] lr: 8.358e-02, eta: 3 days, 18:20:54, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6543, loss_cls: 2.6924, loss: 2.6924, grad_norm: 2.1189 2021-07-08 22:34:28,611 - mmaction - INFO - Epoch [69][1180/1879] lr: 8.358e-02, eta: 3 days, 18:20:33, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6465, loss_cls: 2.7242, loss: 2.7242, grad_norm: 2.1610 2021-07-08 22:34:45,995 - mmaction - INFO - Epoch [69][1200/1879] lr: 8.358e-02, eta: 3 days, 18:20:11, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3695, top5_acc: 0.6352, loss_cls: 2.7867, loss: 2.7867, grad_norm: 2.2474 2021-07-08 22:35:03,378 - mmaction - INFO - Epoch [69][1220/1879] lr: 8.358e-02, eta: 3 days, 18:19:50, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6449, loss_cls: 2.7459, loss: 2.7459, grad_norm: 2.1968 2021-07-08 22:35:20,826 - mmaction - INFO - Epoch [69][1240/1879] lr: 8.358e-02, eta: 3 days, 18:19:28, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6375, loss_cls: 2.7708, loss: 2.7708, grad_norm: 2.1944 2021-07-08 22:35:38,291 - mmaction - INFO - Epoch [69][1260/1879] lr: 8.358e-02, eta: 3 days, 18:19:07, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6312, loss_cls: 2.8263, loss: 2.8263, grad_norm: 2.2044 2021-07-08 22:35:55,746 - mmaction - INFO - Epoch [69][1280/1879] lr: 8.358e-02, eta: 3 days, 18:18:46, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6348, loss_cls: 2.7908, loss: 2.7908, grad_norm: 2.2040 2021-07-08 22:36:13,190 - mmaction - INFO - Epoch [69][1300/1879] lr: 8.358e-02, eta: 3 days, 18:18:25, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6496, loss_cls: 2.7360, loss: 2.7360, grad_norm: 2.1936 2021-07-08 22:36:30,711 - mmaction - INFO - Epoch [69][1320/1879] lr: 8.358e-02, eta: 3 days, 18:18:03, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6492, loss_cls: 2.7179, loss: 2.7179, grad_norm: 2.1646 2021-07-08 22:36:48,225 - mmaction - INFO - Epoch [69][1340/1879] lr: 8.358e-02, eta: 3 days, 18:17:42, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6426, loss_cls: 2.7836, loss: 2.7836, grad_norm: 2.2088 2021-07-08 22:37:05,652 - mmaction - INFO - Epoch [69][1360/1879] lr: 8.358e-02, eta: 3 days, 18:17:21, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6266, loss_cls: 2.8079, loss: 2.8079, grad_norm: 2.1622 2021-07-08 22:37:23,165 - mmaction - INFO - Epoch [69][1380/1879] lr: 8.358e-02, eta: 3 days, 18:17:00, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6367, loss_cls: 2.7908, loss: 2.7908, grad_norm: 2.1595 2021-07-08 22:37:40,594 - mmaction - INFO - Epoch [69][1400/1879] lr: 8.358e-02, eta: 3 days, 18:16:39, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6395, loss_cls: 2.7510, loss: 2.7510, grad_norm: 2.1942 2021-07-08 22:37:58,084 - mmaction - INFO - Epoch [69][1420/1879] lr: 8.358e-02, eta: 3 days, 18:16:18, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6484, loss_cls: 2.7398, loss: 2.7398, grad_norm: 2.2046 2021-07-08 22:38:15,604 - mmaction - INFO - Epoch [69][1440/1879] lr: 8.358e-02, eta: 3 days, 18:15:57, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6594, loss_cls: 2.6818, loss: 2.6818, grad_norm: 2.2247 2021-07-08 22:38:32,970 - mmaction - INFO - Epoch [69][1460/1879] lr: 8.358e-02, eta: 3 days, 18:15:35, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6336, loss_cls: 2.7920, loss: 2.7920, grad_norm: 2.2193 2021-07-08 22:38:50,533 - mmaction - INFO - Epoch [69][1480/1879] lr: 8.358e-02, eta: 3 days, 18:15:14, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6531, loss_cls: 2.7122, loss: 2.7122, grad_norm: 2.1941 2021-07-08 22:39:07,830 - mmaction - INFO - Epoch [69][1500/1879] lr: 8.358e-02, eta: 3 days, 18:14:52, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6234, loss_cls: 2.7965, loss: 2.7965, grad_norm: 2.1993 2021-07-08 22:39:25,266 - mmaction - INFO - Epoch [69][1520/1879] lr: 8.358e-02, eta: 3 days, 18:14:31, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6352, loss_cls: 2.8184, loss: 2.8184, grad_norm: 2.1891 2021-07-08 22:39:42,707 - mmaction - INFO - Epoch [69][1540/1879] lr: 8.358e-02, eta: 3 days, 18:14:10, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6270, loss_cls: 2.8016, loss: 2.8016, grad_norm: 2.2267 2021-07-08 22:40:00,159 - mmaction - INFO - Epoch [69][1560/1879] lr: 8.358e-02, eta: 3 days, 18:13:49, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6477, loss_cls: 2.7249, loss: 2.7249, grad_norm: 2.2239 2021-07-08 22:40:17,774 - mmaction - INFO - Epoch [69][1580/1879] lr: 8.358e-02, eta: 3 days, 18:13:28, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3641, top5_acc: 0.6266, loss_cls: 2.8346, loss: 2.8346, grad_norm: 2.2529 2021-07-08 22:40:35,156 - mmaction - INFO - Epoch [69][1600/1879] lr: 8.358e-02, eta: 3 days, 18:13:06, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6355, loss_cls: 2.7921, loss: 2.7921, grad_norm: 2.1989 2021-07-08 22:40:52,648 - mmaction - INFO - Epoch [69][1620/1879] lr: 8.358e-02, eta: 3 days, 18:12:45, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6480, loss_cls: 2.7076, loss: 2.7076, grad_norm: 2.1310 2021-07-08 22:41:10,059 - mmaction - INFO - Epoch [69][1640/1879] lr: 8.358e-02, eta: 3 days, 18:12:24, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6254, loss_cls: 2.8009, loss: 2.8009, grad_norm: 2.1999 2021-07-08 22:41:27,520 - mmaction - INFO - Epoch [69][1660/1879] lr: 8.358e-02, eta: 3 days, 18:12:03, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6590, loss_cls: 2.6761, loss: 2.6761, grad_norm: 2.1583 2021-07-08 22:41:45,003 - mmaction - INFO - Epoch [69][1680/1879] lr: 8.358e-02, eta: 3 days, 18:11:41, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6367, loss_cls: 2.7889, loss: 2.7889, grad_norm: 2.2207 2021-07-08 22:42:02,380 - mmaction - INFO - Epoch [69][1700/1879] lr: 8.358e-02, eta: 3 days, 18:11:20, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6410, loss_cls: 2.7506, loss: 2.7506, grad_norm: 2.2005 2021-07-08 22:42:19,911 - mmaction - INFO - Epoch [69][1720/1879] lr: 8.358e-02, eta: 3 days, 18:10:59, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6367, loss_cls: 2.7759, loss: 2.7759, grad_norm: 2.2438 2021-07-08 22:42:37,312 - mmaction - INFO - Epoch [69][1740/1879] lr: 8.358e-02, eta: 3 days, 18:10:38, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3785, top5_acc: 0.6457, loss_cls: 2.7449, loss: 2.7449, grad_norm: 2.1693 2021-07-08 22:42:54,742 - mmaction - INFO - Epoch [69][1760/1879] lr: 8.358e-02, eta: 3 days, 18:10:16, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6273, loss_cls: 2.7798, loss: 2.7798, grad_norm: 2.1982 2021-07-08 22:43:12,109 - mmaction - INFO - Epoch [69][1780/1879] lr: 8.358e-02, eta: 3 days, 18:09:55, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6352, loss_cls: 2.7742, loss: 2.7742, grad_norm: 2.1974 2021-07-08 22:43:29,696 - mmaction - INFO - Epoch [69][1800/1879] lr: 8.358e-02, eta: 3 days, 18:09:34, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6312, loss_cls: 2.7928, loss: 2.7928, grad_norm: 2.1917 2021-07-08 22:43:47,089 - mmaction - INFO - Epoch [69][1820/1879] lr: 8.358e-02, eta: 3 days, 18:09:13, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6492, loss_cls: 2.7051, loss: 2.7051, grad_norm: 2.1846 2021-07-08 22:44:04,622 - mmaction - INFO - Epoch [69][1840/1879] lr: 8.358e-02, eta: 3 days, 18:08:52, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6398, loss_cls: 2.7190, loss: 2.7190, grad_norm: 2.2187 2021-07-08 22:44:22,121 - mmaction - INFO - Epoch [69][1860/1879] lr: 8.358e-02, eta: 3 days, 18:08:31, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6316, loss_cls: 2.8263, loss: 2.8263, grad_norm: 2.2070 2021-07-08 22:47:11,992 - mmaction - INFO - Epoch [70][20/1879] lr: 8.312e-02, eta: 3 days, 18:12:50, time: 7.250, data_time: 6.175, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6391, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.2082 2021-07-08 22:47:29,228 - mmaction - INFO - Epoch [70][40/1879] lr: 8.312e-02, eta: 3 days, 18:12:28, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6375, loss_cls: 2.7783, loss: 2.7783, grad_norm: 2.2381 2021-07-08 22:47:46,417 - mmaction - INFO - Epoch [70][60/1879] lr: 8.312e-02, eta: 3 days, 18:12:06, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6434, loss_cls: 2.7079, loss: 2.7079, grad_norm: 2.1733 2021-07-08 22:48:03,563 - mmaction - INFO - Epoch [70][80/1879] lr: 8.312e-02, eta: 3 days, 18:11:44, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6434, loss_cls: 2.7787, loss: 2.7787, grad_norm: 2.1920 2021-07-08 22:48:21,033 - mmaction - INFO - Epoch [70][100/1879] lr: 8.312e-02, eta: 3 days, 18:11:23, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6277, loss_cls: 2.7851, loss: 2.7851, grad_norm: 2.2377 2021-07-08 22:48:38,412 - mmaction - INFO - Epoch [70][120/1879] lr: 8.312e-02, eta: 3 days, 18:11:01, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6551, loss_cls: 2.6880, loss: 2.6880, grad_norm: 2.1712 2021-07-08 22:48:55,783 - mmaction - INFO - Epoch [70][140/1879] lr: 8.312e-02, eta: 3 days, 18:10:40, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6629, loss_cls: 2.6415, loss: 2.6415, grad_norm: 2.2051 2021-07-08 22:49:13,231 - mmaction - INFO - Epoch [70][160/1879] lr: 8.312e-02, eta: 3 days, 18:10:18, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6273, loss_cls: 2.8352, loss: 2.8352, grad_norm: 2.2588 2021-07-08 22:49:30,798 - mmaction - INFO - Epoch [70][180/1879] lr: 8.312e-02, eta: 3 days, 18:09:57, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6410, loss_cls: 2.6857, loss: 2.6857, grad_norm: 2.2005 2021-07-08 22:49:48,160 - mmaction - INFO - Epoch [70][200/1879] lr: 8.312e-02, eta: 3 days, 18:09:36, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6215, loss_cls: 2.8236, loss: 2.8236, grad_norm: 2.2363 2021-07-08 22:50:05,519 - mmaction - INFO - Epoch [70][220/1879] lr: 8.312e-02, eta: 3 days, 18:09:14, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6426, loss_cls: 2.7912, loss: 2.7912, grad_norm: 2.2424 2021-07-08 22:50:22,876 - mmaction - INFO - Epoch [70][240/1879] lr: 8.312e-02, eta: 3 days, 18:08:53, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6383, loss_cls: 2.7713, loss: 2.7713, grad_norm: 2.2305 2021-07-08 22:50:40,348 - mmaction - INFO - Epoch [70][260/1879] lr: 8.312e-02, eta: 3 days, 18:08:32, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3754, top5_acc: 0.6398, loss_cls: 2.7894, loss: 2.7894, grad_norm: 2.1984 2021-07-08 22:50:57,746 - mmaction - INFO - Epoch [70][280/1879] lr: 8.312e-02, eta: 3 days, 18:08:10, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6148, loss_cls: 2.8350, loss: 2.8350, grad_norm: 2.1758 2021-07-08 22:51:15,346 - mmaction - INFO - Epoch [70][300/1879] lr: 8.312e-02, eta: 3 days, 18:07:49, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6484, loss_cls: 2.7277, loss: 2.7277, grad_norm: 2.1903 2021-07-08 22:51:32,826 - mmaction - INFO - Epoch [70][320/1879] lr: 8.312e-02, eta: 3 days, 18:07:28, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6352, loss_cls: 2.7290, loss: 2.7290, grad_norm: 2.1510 2021-07-08 22:51:50,285 - mmaction - INFO - Epoch [70][340/1879] lr: 8.312e-02, eta: 3 days, 18:07:07, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6359, loss_cls: 2.7333, loss: 2.7333, grad_norm: 2.1880 2021-07-08 22:52:07,739 - mmaction - INFO - Epoch [70][360/1879] lr: 8.312e-02, eta: 3 days, 18:06:46, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6277, loss_cls: 2.7894, loss: 2.7894, grad_norm: 2.2343 2021-07-08 22:52:25,270 - mmaction - INFO - Epoch [70][380/1879] lr: 8.312e-02, eta: 3 days, 18:06:25, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6496, loss_cls: 2.6715, loss: 2.6715, grad_norm: 2.1914 2021-07-08 22:52:42,601 - mmaction - INFO - Epoch [70][400/1879] lr: 8.312e-02, eta: 3 days, 18:06:03, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6484, loss_cls: 2.7327, loss: 2.7327, grad_norm: 2.2139 2021-07-08 22:53:00,093 - mmaction - INFO - Epoch [70][420/1879] lr: 8.312e-02, eta: 3 days, 18:05:42, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6387, loss_cls: 2.7176, loss: 2.7176, grad_norm: 2.2339 2021-07-08 22:53:17,467 - mmaction - INFO - Epoch [70][440/1879] lr: 8.312e-02, eta: 3 days, 18:05:20, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6406, loss_cls: 2.7335, loss: 2.7335, grad_norm: 2.2457 2021-07-08 22:53:34,932 - mmaction - INFO - Epoch [70][460/1879] lr: 8.312e-02, eta: 3 days, 18:04:59, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6566, loss_cls: 2.6758, loss: 2.6758, grad_norm: 2.1912 2021-07-08 22:53:52,537 - mmaction - INFO - Epoch [70][480/1879] lr: 8.312e-02, eta: 3 days, 18:04:38, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6602, loss_cls: 2.6484, loss: 2.6484, grad_norm: 2.1821 2021-07-08 22:54:09,966 - mmaction - INFO - Epoch [70][500/1879] lr: 8.312e-02, eta: 3 days, 18:04:17, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6477, loss_cls: 2.6974, loss: 2.6974, grad_norm: 2.2187 2021-07-08 22:54:27,349 - mmaction - INFO - Epoch [70][520/1879] lr: 8.312e-02, eta: 3 days, 18:03:55, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6402, loss_cls: 2.7750, loss: 2.7750, grad_norm: 2.2020 2021-07-08 22:54:44,751 - mmaction - INFO - Epoch [70][540/1879] lr: 8.312e-02, eta: 3 days, 18:03:34, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6473, loss_cls: 2.7575, loss: 2.7575, grad_norm: 2.1909 2021-07-08 22:55:02,164 - mmaction - INFO - Epoch [70][560/1879] lr: 8.312e-02, eta: 3 days, 18:03:13, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6508, loss_cls: 2.6834, loss: 2.6834, grad_norm: 2.2003 2021-07-08 22:55:19,492 - mmaction - INFO - Epoch [70][580/1879] lr: 8.312e-02, eta: 3 days, 18:02:51, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6289, loss_cls: 2.8024, loss: 2.8024, grad_norm: 2.1567 2021-07-08 22:55:36,945 - mmaction - INFO - Epoch [70][600/1879] lr: 8.312e-02, eta: 3 days, 18:02:30, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6383, loss_cls: 2.7891, loss: 2.7891, grad_norm: 2.2070 2021-07-08 22:55:54,326 - mmaction - INFO - Epoch [70][620/1879] lr: 8.312e-02, eta: 3 days, 18:02:08, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6543, loss_cls: 2.6822, loss: 2.6822, grad_norm: 2.2431 2021-07-08 22:56:11,850 - mmaction - INFO - Epoch [70][640/1879] lr: 8.312e-02, eta: 3 days, 18:01:47, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6387, loss_cls: 2.7838, loss: 2.7838, grad_norm: 2.2157 2021-07-08 22:56:29,316 - mmaction - INFO - Epoch [70][660/1879] lr: 8.312e-02, eta: 3 days, 18:01:26, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6367, loss_cls: 2.7872, loss: 2.7872, grad_norm: 2.1606 2021-07-08 22:56:46,625 - mmaction - INFO - Epoch [70][680/1879] lr: 8.312e-02, eta: 3 days, 18:01:04, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6367, loss_cls: 2.7350, loss: 2.7350, grad_norm: 2.1853 2021-07-08 22:57:04,028 - mmaction - INFO - Epoch [70][700/1879] lr: 8.312e-02, eta: 3 days, 18:00:43, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6406, loss_cls: 2.7263, loss: 2.7263, grad_norm: 2.1650 2021-07-08 22:57:21,309 - mmaction - INFO - Epoch [70][720/1879] lr: 8.312e-02, eta: 3 days, 18:00:21, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6469, loss_cls: 2.6829, loss: 2.6829, grad_norm: 2.2279 2021-07-08 22:57:38,622 - mmaction - INFO - Epoch [70][740/1879] lr: 8.312e-02, eta: 3 days, 18:00:00, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6492, loss_cls: 2.6978, loss: 2.6978, grad_norm: 2.2089 2021-07-08 22:57:55,996 - mmaction - INFO - Epoch [70][760/1879] lr: 8.312e-02, eta: 3 days, 17:59:38, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6398, loss_cls: 2.7472, loss: 2.7472, grad_norm: 2.1786 2021-07-08 22:58:13,427 - mmaction - INFO - Epoch [70][780/1879] lr: 8.312e-02, eta: 3 days, 17:59:17, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6352, loss_cls: 2.7758, loss: 2.7758, grad_norm: 2.2057 2021-07-08 22:58:30,785 - mmaction - INFO - Epoch [70][800/1879] lr: 8.312e-02, eta: 3 days, 17:58:55, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6445, loss_cls: 2.7197, loss: 2.7197, grad_norm: 2.2051 2021-07-08 22:58:48,254 - mmaction - INFO - Epoch [70][820/1879] lr: 8.312e-02, eta: 3 days, 17:58:34, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6559, loss_cls: 2.7283, loss: 2.7283, grad_norm: 2.2348 2021-07-08 22:59:05,656 - mmaction - INFO - Epoch [70][840/1879] lr: 8.312e-02, eta: 3 days, 17:58:13, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6348, loss_cls: 2.7608, loss: 2.7608, grad_norm: 2.2450 2021-07-08 22:59:23,146 - mmaction - INFO - Epoch [70][860/1879] lr: 8.312e-02, eta: 3 days, 17:57:52, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6508, loss_cls: 2.7647, loss: 2.7647, grad_norm: 2.2461 2021-07-08 22:59:40,574 - mmaction - INFO - Epoch [70][880/1879] lr: 8.312e-02, eta: 3 days, 17:57:30, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6395, loss_cls: 2.7491, loss: 2.7491, grad_norm: 2.1735 2021-07-08 22:59:58,110 - mmaction - INFO - Epoch [70][900/1879] lr: 8.312e-02, eta: 3 days, 17:57:09, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6527, loss_cls: 2.7316, loss: 2.7316, grad_norm: 2.2201 2021-07-08 23:00:15,666 - mmaction - INFO - Epoch [70][920/1879] lr: 8.312e-02, eta: 3 days, 17:56:48, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6609, loss_cls: 2.6825, loss: 2.6825, grad_norm: 2.2038 2021-07-08 23:00:33,255 - mmaction - INFO - Epoch [70][940/1879] lr: 8.312e-02, eta: 3 days, 17:56:28, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6457, loss_cls: 2.7411, loss: 2.7411, grad_norm: 2.2098 2021-07-08 23:00:50,698 - mmaction - INFO - Epoch [70][960/1879] lr: 8.312e-02, eta: 3 days, 17:56:06, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6320, loss_cls: 2.7464, loss: 2.7464, grad_norm: 2.2415 2021-07-08 23:01:08,225 - mmaction - INFO - Epoch [70][980/1879] lr: 8.312e-02, eta: 3 days, 17:55:45, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6344, loss_cls: 2.7928, loss: 2.7928, grad_norm: 2.2477 2021-07-08 23:01:25,640 - mmaction - INFO - Epoch [70][1000/1879] lr: 8.312e-02, eta: 3 days, 17:55:24, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6293, loss_cls: 2.7992, loss: 2.7992, grad_norm: 2.2374 2021-07-08 23:01:42,993 - mmaction - INFO - Epoch [70][1020/1879] lr: 8.312e-02, eta: 3 days, 17:55:02, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6363, loss_cls: 2.7924, loss: 2.7924, grad_norm: 2.2004 2021-07-08 23:02:00,550 - mmaction - INFO - Epoch [70][1040/1879] lr: 8.312e-02, eta: 3 days, 17:54:41, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6473, loss_cls: 2.7555, loss: 2.7555, grad_norm: 2.1720 2021-07-08 23:02:18,093 - mmaction - INFO - Epoch [70][1060/1879] lr: 8.312e-02, eta: 3 days, 17:54:21, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6523, loss_cls: 2.7701, loss: 2.7701, grad_norm: 2.2122 2021-07-08 23:02:35,551 - mmaction - INFO - Epoch [70][1080/1879] lr: 8.312e-02, eta: 3 days, 17:53:59, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6395, loss_cls: 2.7350, loss: 2.7350, grad_norm: 2.2174 2021-07-08 23:02:53,012 - mmaction - INFO - Epoch [70][1100/1879] lr: 8.312e-02, eta: 3 days, 17:53:38, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6375, loss_cls: 2.7690, loss: 2.7690, grad_norm: 2.1878 2021-07-08 23:03:10,537 - mmaction - INFO - Epoch [70][1120/1879] lr: 8.312e-02, eta: 3 days, 17:53:17, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6383, loss_cls: 2.7795, loss: 2.7795, grad_norm: 2.2123 2021-07-08 23:03:28,134 - mmaction - INFO - Epoch [70][1140/1879] lr: 8.312e-02, eta: 3 days, 17:52:56, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6457, loss_cls: 2.7249, loss: 2.7249, grad_norm: 2.2558 2021-07-08 23:03:45,599 - mmaction - INFO - Epoch [70][1160/1879] lr: 8.312e-02, eta: 3 days, 17:52:35, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6340, loss_cls: 2.7965, loss: 2.7965, grad_norm: 2.2145 2021-07-08 23:04:03,125 - mmaction - INFO - Epoch [70][1180/1879] lr: 8.312e-02, eta: 3 days, 17:52:14, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6426, loss_cls: 2.7228, loss: 2.7228, grad_norm: 2.1904 2021-07-08 23:04:20,647 - mmaction - INFO - Epoch [70][1200/1879] lr: 8.312e-02, eta: 3 days, 17:51:53, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6414, loss_cls: 2.7586, loss: 2.7586, grad_norm: 2.2324 2021-07-08 23:04:38,062 - mmaction - INFO - Epoch [70][1220/1879] lr: 8.312e-02, eta: 3 days, 17:51:32, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6480, loss_cls: 2.7039, loss: 2.7039, grad_norm: 2.2034 2021-07-08 23:04:55,666 - mmaction - INFO - Epoch [70][1240/1879] lr: 8.312e-02, eta: 3 days, 17:51:11, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6488, loss_cls: 2.7173, loss: 2.7173, grad_norm: 2.2123 2021-07-08 23:05:13,197 - mmaction - INFO - Epoch [70][1260/1879] lr: 8.312e-02, eta: 3 days, 17:50:50, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6340, loss_cls: 2.7764, loss: 2.7764, grad_norm: 2.2680 2021-07-08 23:05:30,761 - mmaction - INFO - Epoch [70][1280/1879] lr: 8.312e-02, eta: 3 days, 17:50:29, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6402, loss_cls: 2.7720, loss: 2.7720, grad_norm: 2.1713 2021-07-08 23:05:48,225 - mmaction - INFO - Epoch [70][1300/1879] lr: 8.312e-02, eta: 3 days, 17:50:08, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6504, loss_cls: 2.6906, loss: 2.6906, grad_norm: 2.1558 2021-07-08 23:06:05,707 - mmaction - INFO - Epoch [70][1320/1879] lr: 8.312e-02, eta: 3 days, 17:49:47, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6359, loss_cls: 2.7573, loss: 2.7573, grad_norm: 2.2541 2021-07-08 23:06:23,179 - mmaction - INFO - Epoch [70][1340/1879] lr: 8.312e-02, eta: 3 days, 17:49:25, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6438, loss_cls: 2.7223, loss: 2.7223, grad_norm: 2.2178 2021-07-08 23:06:40,604 - mmaction - INFO - Epoch [70][1360/1879] lr: 8.312e-02, eta: 3 days, 17:49:04, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6496, loss_cls: 2.6870, loss: 2.6870, grad_norm: 2.1808 2021-07-08 23:06:58,030 - mmaction - INFO - Epoch [70][1380/1879] lr: 8.312e-02, eta: 3 days, 17:48:43, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6531, loss_cls: 2.7586, loss: 2.7586, grad_norm: 2.2149 2021-07-08 23:07:15,489 - mmaction - INFO - Epoch [70][1400/1879] lr: 8.312e-02, eta: 3 days, 17:48:22, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6281, loss_cls: 2.7984, loss: 2.7984, grad_norm: 2.1981 2021-07-08 23:07:32,892 - mmaction - INFO - Epoch [70][1420/1879] lr: 8.312e-02, eta: 3 days, 17:48:00, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6422, loss_cls: 2.7601, loss: 2.7601, grad_norm: 2.2068 2021-07-08 23:07:50,351 - mmaction - INFO - Epoch [70][1440/1879] lr: 8.312e-02, eta: 3 days, 17:47:39, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6328, loss_cls: 2.7819, loss: 2.7819, grad_norm: 2.1840 2021-07-08 23:08:07,760 - mmaction - INFO - Epoch [70][1460/1879] lr: 8.312e-02, eta: 3 days, 17:47:18, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6250, loss_cls: 2.7989, loss: 2.7989, grad_norm: 2.2123 2021-07-08 23:08:25,201 - mmaction - INFO - Epoch [70][1480/1879] lr: 8.312e-02, eta: 3 days, 17:46:57, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6203, loss_cls: 2.8473, loss: 2.8473, grad_norm: 2.1551 2021-07-08 23:08:42,609 - mmaction - INFO - Epoch [70][1500/1879] lr: 8.312e-02, eta: 3 days, 17:46:35, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6371, loss_cls: 2.7807, loss: 2.7807, grad_norm: 2.1832 2021-07-08 23:09:00,051 - mmaction - INFO - Epoch [70][1520/1879] lr: 8.312e-02, eta: 3 days, 17:46:14, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6582, loss_cls: 2.6983, loss: 2.6983, grad_norm: 2.1818 2021-07-08 23:09:17,588 - mmaction - INFO - Epoch [70][1540/1879] lr: 8.312e-02, eta: 3 days, 17:45:53, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6445, loss_cls: 2.6833, loss: 2.6833, grad_norm: 2.1475 2021-07-08 23:09:35,046 - mmaction - INFO - Epoch [70][1560/1879] lr: 8.312e-02, eta: 3 days, 17:45:32, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6410, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.2446 2021-07-08 23:09:52,449 - mmaction - INFO - Epoch [70][1580/1879] lr: 8.312e-02, eta: 3 days, 17:45:11, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6336, loss_cls: 2.8159, loss: 2.8159, grad_norm: 2.1854 2021-07-08 23:10:10,049 - mmaction - INFO - Epoch [70][1600/1879] lr: 8.312e-02, eta: 3 days, 17:44:50, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6582, loss_cls: 2.7228, loss: 2.7228, grad_norm: 2.1365 2021-07-08 23:10:27,512 - mmaction - INFO - Epoch [70][1620/1879] lr: 8.312e-02, eta: 3 days, 17:44:29, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6398, loss_cls: 2.7170, loss: 2.7170, grad_norm: 2.2176 2021-07-08 23:10:45,037 - mmaction - INFO - Epoch [70][1640/1879] lr: 8.312e-02, eta: 3 days, 17:44:08, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6328, loss_cls: 2.7494, loss: 2.7494, grad_norm: 2.1578 2021-07-08 23:11:02,432 - mmaction - INFO - Epoch [70][1660/1879] lr: 8.312e-02, eta: 3 days, 17:43:46, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6230, loss_cls: 2.7776, loss: 2.7776, grad_norm: 2.1549 2021-07-08 23:11:20,008 - mmaction - INFO - Epoch [70][1680/1879] lr: 8.312e-02, eta: 3 days, 17:43:25, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6500, loss_cls: 2.7214, loss: 2.7214, grad_norm: 2.2202 2021-07-08 23:11:37,365 - mmaction - INFO - Epoch [70][1700/1879] lr: 8.312e-02, eta: 3 days, 17:43:04, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6555, loss_cls: 2.6961, loss: 2.6961, grad_norm: 2.2406 2021-07-08 23:11:54,820 - mmaction - INFO - Epoch [70][1720/1879] lr: 8.312e-02, eta: 3 days, 17:42:43, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6383, loss_cls: 2.7694, loss: 2.7694, grad_norm: 2.2247 2021-07-08 23:12:12,249 - mmaction - INFO - Epoch [70][1740/1879] lr: 8.312e-02, eta: 3 days, 17:42:21, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6230, loss_cls: 2.8392, loss: 2.8392, grad_norm: 2.1311 2021-07-08 23:12:29,858 - mmaction - INFO - Epoch [70][1760/1879] lr: 8.312e-02, eta: 3 days, 17:42:01, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6496, loss_cls: 2.6515, loss: 2.6515, grad_norm: 2.1198 2021-07-08 23:12:47,202 - mmaction - INFO - Epoch [70][1780/1879] lr: 8.312e-02, eta: 3 days, 17:41:39, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6402, loss_cls: 2.7408, loss: 2.7408, grad_norm: 2.2263 2021-07-08 23:13:04,736 - mmaction - INFO - Epoch [70][1800/1879] lr: 8.312e-02, eta: 3 days, 17:41:18, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6504, loss_cls: 2.7219, loss: 2.7219, grad_norm: 2.1596 2021-07-08 23:13:22,110 - mmaction - INFO - Epoch [70][1820/1879] lr: 8.312e-02, eta: 3 days, 17:40:57, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6414, loss_cls: 2.7713, loss: 2.7713, grad_norm: 2.2312 2021-07-08 23:13:39,590 - mmaction - INFO - Epoch [70][1840/1879] lr: 8.312e-02, eta: 3 days, 17:40:36, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6352, loss_cls: 2.7787, loss: 2.7787, grad_norm: 2.2129 2021-07-08 23:13:56,863 - mmaction - INFO - Epoch [70][1860/1879] lr: 8.312e-02, eta: 3 days, 17:40:14, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6449, loss_cls: 2.6874, loss: 2.6874, grad_norm: 2.1719 2021-07-08 23:18:07,399 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-08 23:18:08,178 - mmaction - INFO - top1_acc 0.4599 top5_acc 0.7313 2021-07-08 23:18:08,179 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-08 23:18:08,226 - mmaction - INFO - mean_acc 0.4597 2021-07-08 23:18:09,135 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_70.pth. 2021-07-08 23:18:09,135 - mmaction - INFO - Best top1_acc is 0.4599 at 70 epoch. 2021-07-08 23:18:09,158 - mmaction - INFO - Epoch(val) [70][155] top1_acc: 0.4599, top5_acc: 0.7313, mean_class_accuracy: 0.4597 2021-07-08 23:19:41,889 - mmaction - INFO - Epoch [71][20/1879] lr: 8.266e-02, eta: 3 days, 17:42:08, time: 4.633, data_time: 3.521, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6320, loss_cls: 2.7821, loss: 2.7821, grad_norm: 2.2016 2021-07-08 23:19:58,768 - mmaction - INFO - Epoch [71][40/1879] lr: 8.266e-02, eta: 3 days, 17:41:46, time: 0.844, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6316, loss_cls: 2.7279, loss: 2.7279, grad_norm: 2.1308 2021-07-08 23:20:15,941 - mmaction - INFO - Epoch [71][60/1879] lr: 8.266e-02, eta: 3 days, 17:41:24, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6266, loss_cls: 2.7693, loss: 2.7693, grad_norm: 2.1631 2021-07-08 23:20:33,305 - mmaction - INFO - Epoch [71][80/1879] lr: 8.266e-02, eta: 3 days, 17:41:02, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6527, loss_cls: 2.6537, loss: 2.6537, grad_norm: 2.1657 2021-07-08 23:20:50,641 - mmaction - INFO - Epoch [71][100/1879] lr: 8.266e-02, eta: 3 days, 17:40:41, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6488, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.2643 2021-07-08 23:21:08,022 - mmaction - INFO - Epoch [71][120/1879] lr: 8.266e-02, eta: 3 days, 17:40:19, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6590, loss_cls: 2.6544, loss: 2.6544, grad_norm: 2.1790 2021-07-08 23:21:25,394 - mmaction - INFO - Epoch [71][140/1879] lr: 8.266e-02, eta: 3 days, 17:39:58, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6637, loss_cls: 2.5922, loss: 2.5922, grad_norm: 2.1966 2021-07-08 23:21:42,915 - mmaction - INFO - Epoch [71][160/1879] lr: 8.266e-02, eta: 3 days, 17:39:37, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6645, loss_cls: 2.6375, loss: 2.6375, grad_norm: 2.2122 2021-07-08 23:22:00,446 - mmaction - INFO - Epoch [71][180/1879] lr: 8.266e-02, eta: 3 days, 17:39:16, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6508, loss_cls: 2.7123, loss: 2.7123, grad_norm: 2.2596 2021-07-08 23:22:17,873 - mmaction - INFO - Epoch [71][200/1879] lr: 8.266e-02, eta: 3 days, 17:38:55, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6426, loss_cls: 2.7331, loss: 2.7331, grad_norm: 2.2324 2021-07-08 23:22:35,364 - mmaction - INFO - Epoch [71][220/1879] lr: 8.266e-02, eta: 3 days, 17:38:34, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6469, loss_cls: 2.6967, loss: 2.6967, grad_norm: 2.1982 2021-07-08 23:22:52,805 - mmaction - INFO - Epoch [71][240/1879] lr: 8.266e-02, eta: 3 days, 17:38:12, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6445, loss_cls: 2.7194, loss: 2.7194, grad_norm: 2.2382 2021-07-08 23:23:10,231 - mmaction - INFO - Epoch [71][260/1879] lr: 8.266e-02, eta: 3 days, 17:37:51, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6344, loss_cls: 2.7468, loss: 2.7468, grad_norm: 2.1775 2021-07-08 23:23:27,820 - mmaction - INFO - Epoch [71][280/1879] lr: 8.266e-02, eta: 3 days, 17:37:30, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6348, loss_cls: 2.7553, loss: 2.7553, grad_norm: 2.2247 2021-07-08 23:23:45,211 - mmaction - INFO - Epoch [71][300/1879] lr: 8.266e-02, eta: 3 days, 17:37:09, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.7516, loss: 2.7516, grad_norm: 2.2298 2021-07-08 23:24:02,685 - mmaction - INFO - Epoch [71][320/1879] lr: 8.266e-02, eta: 3 days, 17:36:48, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6582, loss_cls: 2.6631, loss: 2.6631, grad_norm: 2.2743 2021-07-08 23:24:20,154 - mmaction - INFO - Epoch [71][340/1879] lr: 8.266e-02, eta: 3 days, 17:36:27, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6363, loss_cls: 2.7723, loss: 2.7723, grad_norm: 2.2880 2021-07-08 23:24:37,663 - mmaction - INFO - Epoch [71][360/1879] lr: 8.266e-02, eta: 3 days, 17:36:06, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6387, loss_cls: 2.7719, loss: 2.7719, grad_norm: 2.2236 2021-07-08 23:24:55,012 - mmaction - INFO - Epoch [71][380/1879] lr: 8.266e-02, eta: 3 days, 17:35:44, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6301, loss_cls: 2.7969, loss: 2.7969, grad_norm: 2.2352 2021-07-08 23:25:12,473 - mmaction - INFO - Epoch [71][400/1879] lr: 8.266e-02, eta: 3 days, 17:35:23, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6398, loss_cls: 2.6908, loss: 2.6908, grad_norm: 2.2161 2021-07-08 23:25:29,941 - mmaction - INFO - Epoch [71][420/1879] lr: 8.266e-02, eta: 3 days, 17:35:02, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6391, loss_cls: 2.7236, loss: 2.7236, grad_norm: 2.2033 2021-07-08 23:25:47,442 - mmaction - INFO - Epoch [71][440/1879] lr: 8.266e-02, eta: 3 days, 17:34:41, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6465, loss_cls: 2.7007, loss: 2.7007, grad_norm: 2.1783 2021-07-08 23:26:04,961 - mmaction - INFO - Epoch [71][460/1879] lr: 8.266e-02, eta: 3 days, 17:34:20, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6316, loss_cls: 2.7910, loss: 2.7910, grad_norm: 2.2095 2021-07-08 23:26:22,451 - mmaction - INFO - Epoch [71][480/1879] lr: 8.266e-02, eta: 3 days, 17:33:59, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6484, loss_cls: 2.6980, loss: 2.6980, grad_norm: 2.1624 2021-07-08 23:26:39,996 - mmaction - INFO - Epoch [71][500/1879] lr: 8.266e-02, eta: 3 days, 17:33:38, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3633, top5_acc: 0.6336, loss_cls: 2.7881, loss: 2.7881, grad_norm: 2.2438 2021-07-08 23:26:57,556 - mmaction - INFO - Epoch [71][520/1879] lr: 8.266e-02, eta: 3 days, 17:33:17, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6582, loss_cls: 2.6871, loss: 2.6871, grad_norm: 2.2546 2021-07-08 23:27:14,872 - mmaction - INFO - Epoch [71][540/1879] lr: 8.266e-02, eta: 3 days, 17:32:55, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6395, loss_cls: 2.7719, loss: 2.7719, grad_norm: 2.2870 2021-07-08 23:27:32,352 - mmaction - INFO - Epoch [71][560/1879] lr: 8.266e-02, eta: 3 days, 17:32:34, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6504, loss_cls: 2.6837, loss: 2.6837, grad_norm: 2.2226 2021-07-08 23:27:49,840 - mmaction - INFO - Epoch [71][580/1879] lr: 8.266e-02, eta: 3 days, 17:32:13, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6410, loss_cls: 2.7086, loss: 2.7086, grad_norm: 2.2428 2021-07-08 23:28:07,233 - mmaction - INFO - Epoch [71][600/1879] lr: 8.266e-02, eta: 3 days, 17:31:52, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6531, loss_cls: 2.6753, loss: 2.6753, grad_norm: 2.1930 2021-07-08 23:28:24,718 - mmaction - INFO - Epoch [71][620/1879] lr: 8.266e-02, eta: 3 days, 17:31:31, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6289, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.1826 2021-07-08 23:28:42,051 - mmaction - INFO - Epoch [71][640/1879] lr: 8.266e-02, eta: 3 days, 17:31:09, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6336, loss_cls: 2.7983, loss: 2.7983, grad_norm: 2.2306 2021-07-08 23:28:59,470 - mmaction - INFO - Epoch [71][660/1879] lr: 8.266e-02, eta: 3 days, 17:30:48, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6465, loss_cls: 2.7871, loss: 2.7871, grad_norm: 2.1892 2021-07-08 23:29:16,948 - mmaction - INFO - Epoch [71][680/1879] lr: 8.266e-02, eta: 3 days, 17:30:27, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6426, loss_cls: 2.7633, loss: 2.7633, grad_norm: 2.1791 2021-07-08 23:29:34,343 - mmaction - INFO - Epoch [71][700/1879] lr: 8.266e-02, eta: 3 days, 17:30:05, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6375, loss_cls: 2.7624, loss: 2.7624, grad_norm: 2.1957 2021-07-08 23:29:51,872 - mmaction - INFO - Epoch [71][720/1879] lr: 8.266e-02, eta: 3 days, 17:29:44, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6359, loss_cls: 2.7758, loss: 2.7758, grad_norm: 2.1903 2021-07-08 23:30:09,400 - mmaction - INFO - Epoch [71][740/1879] lr: 8.266e-02, eta: 3 days, 17:29:23, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6457, loss_cls: 2.7076, loss: 2.7076, grad_norm: 2.1997 2021-07-08 23:30:26,853 - mmaction - INFO - Epoch [71][760/1879] lr: 8.266e-02, eta: 3 days, 17:29:02, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6473, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.2312 2021-07-08 23:30:44,344 - mmaction - INFO - Epoch [71][780/1879] lr: 8.266e-02, eta: 3 days, 17:28:41, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6281, loss_cls: 2.7904, loss: 2.7904, grad_norm: 2.2295 2021-07-08 23:31:01,884 - mmaction - INFO - Epoch [71][800/1879] lr: 8.266e-02, eta: 3 days, 17:28:20, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6305, loss_cls: 2.7718, loss: 2.7718, grad_norm: 2.2122 2021-07-08 23:31:19,398 - mmaction - INFO - Epoch [71][820/1879] lr: 8.266e-02, eta: 3 days, 17:27:59, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6402, loss_cls: 2.7235, loss: 2.7235, grad_norm: 2.1793 2021-07-08 23:31:36,782 - mmaction - INFO - Epoch [71][840/1879] lr: 8.266e-02, eta: 3 days, 17:27:38, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6465, loss_cls: 2.6886, loss: 2.6886, grad_norm: 2.2651 2021-07-08 23:31:54,308 - mmaction - INFO - Epoch [71][860/1879] lr: 8.266e-02, eta: 3 days, 17:27:17, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6402, loss_cls: 2.7723, loss: 2.7723, grad_norm: 2.2615 2021-07-08 23:32:11,659 - mmaction - INFO - Epoch [71][880/1879] lr: 8.266e-02, eta: 3 days, 17:26:56, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6355, loss_cls: 2.7774, loss: 2.7774, grad_norm: 2.1865 2021-07-08 23:32:29,167 - mmaction - INFO - Epoch [71][900/1879] lr: 8.266e-02, eta: 3 days, 17:26:35, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6527, loss_cls: 2.7193, loss: 2.7193, grad_norm: 2.1696 2021-07-08 23:32:46,635 - mmaction - INFO - Epoch [71][920/1879] lr: 8.266e-02, eta: 3 days, 17:26:13, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6371, loss_cls: 2.7690, loss: 2.7690, grad_norm: 2.1713 2021-07-08 23:33:04,158 - mmaction - INFO - Epoch [71][940/1879] lr: 8.266e-02, eta: 3 days, 17:25:52, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6410, loss_cls: 2.7662, loss: 2.7662, grad_norm: 2.2342 2021-07-08 23:33:21,684 - mmaction - INFO - Epoch [71][960/1879] lr: 8.266e-02, eta: 3 days, 17:25:32, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6371, loss_cls: 2.7625, loss: 2.7625, grad_norm: 2.2117 2021-07-08 23:33:39,044 - mmaction - INFO - Epoch [71][980/1879] lr: 8.266e-02, eta: 3 days, 17:25:10, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6340, loss_cls: 2.7662, loss: 2.7662, grad_norm: 2.2104 2021-07-08 23:33:56,559 - mmaction - INFO - Epoch [71][1000/1879] lr: 8.266e-02, eta: 3 days, 17:24:49, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6711, loss_cls: 2.6270, loss: 2.6270, grad_norm: 2.1669 2021-07-08 23:34:14,007 - mmaction - INFO - Epoch [71][1020/1879] lr: 8.266e-02, eta: 3 days, 17:24:28, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6605, loss_cls: 2.6662, loss: 2.6662, grad_norm: 2.2244 2021-07-08 23:34:31,450 - mmaction - INFO - Epoch [71][1040/1879] lr: 8.266e-02, eta: 3 days, 17:24:07, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6496, loss_cls: 2.7155, loss: 2.7155, grad_norm: 2.1904 2021-07-08 23:34:48,891 - mmaction - INFO - Epoch [71][1060/1879] lr: 8.266e-02, eta: 3 days, 17:23:45, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6488, loss_cls: 2.7338, loss: 2.7338, grad_norm: 2.1817 2021-07-08 23:35:06,355 - mmaction - INFO - Epoch [71][1080/1879] lr: 8.266e-02, eta: 3 days, 17:23:24, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6473, loss_cls: 2.7281, loss: 2.7281, grad_norm: 2.2028 2021-07-08 23:35:23,796 - mmaction - INFO - Epoch [71][1100/1879] lr: 8.266e-02, eta: 3 days, 17:23:03, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6504, loss_cls: 2.6617, loss: 2.6617, grad_norm: 2.2189 2021-07-08 23:35:41,179 - mmaction - INFO - Epoch [71][1120/1879] lr: 8.266e-02, eta: 3 days, 17:22:42, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6520, loss_cls: 2.7768, loss: 2.7768, grad_norm: 2.2718 2021-07-08 23:35:58,588 - mmaction - INFO - Epoch [71][1140/1879] lr: 8.266e-02, eta: 3 days, 17:22:21, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6379, loss_cls: 2.7823, loss: 2.7823, grad_norm: 2.1814 2021-07-08 23:36:16,133 - mmaction - INFO - Epoch [71][1160/1879] lr: 8.266e-02, eta: 3 days, 17:22:00, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6387, loss_cls: 2.7281, loss: 2.7281, grad_norm: 2.2270 2021-07-08 23:36:33,520 - mmaction - INFO - Epoch [71][1180/1879] lr: 8.266e-02, eta: 3 days, 17:21:39, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6367, loss_cls: 2.7546, loss: 2.7546, grad_norm: 2.1900 2021-07-08 23:36:51,041 - mmaction - INFO - Epoch [71][1200/1879] lr: 8.266e-02, eta: 3 days, 17:21:17, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6336, loss_cls: 2.7636, loss: 2.7636, grad_norm: 2.2489 2021-07-08 23:37:08,431 - mmaction - INFO - Epoch [71][1220/1879] lr: 8.266e-02, eta: 3 days, 17:20:56, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6320, loss_cls: 2.7576, loss: 2.7576, grad_norm: 2.2152 2021-07-08 23:37:25,908 - mmaction - INFO - Epoch [71][1240/1879] lr: 8.266e-02, eta: 3 days, 17:20:35, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6359, loss_cls: 2.7843, loss: 2.7843, grad_norm: 2.2239 2021-07-08 23:37:43,441 - mmaction - INFO - Epoch [71][1260/1879] lr: 8.266e-02, eta: 3 days, 17:20:14, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6320, loss_cls: 2.7576, loss: 2.7576, grad_norm: 2.2222 2021-07-08 23:38:00,839 - mmaction - INFO - Epoch [71][1280/1879] lr: 8.266e-02, eta: 3 days, 17:19:53, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6348, loss_cls: 2.7981, loss: 2.7981, grad_norm: 2.2123 2021-07-08 23:38:18,362 - mmaction - INFO - Epoch [71][1300/1879] lr: 8.266e-02, eta: 3 days, 17:19:32, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6352, loss_cls: 2.7756, loss: 2.7756, grad_norm: 2.2056 2021-07-08 23:38:35,666 - mmaction - INFO - Epoch [71][1320/1879] lr: 8.266e-02, eta: 3 days, 17:19:10, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6680, loss_cls: 2.6171, loss: 2.6171, grad_norm: 2.2262 2021-07-08 23:38:53,136 - mmaction - INFO - Epoch [71][1340/1879] lr: 8.266e-02, eta: 3 days, 17:18:49, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6426, loss_cls: 2.7240, loss: 2.7240, grad_norm: 2.2064 2021-07-08 23:39:10,593 - mmaction - INFO - Epoch [71][1360/1879] lr: 8.266e-02, eta: 3 days, 17:18:28, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6539, loss_cls: 2.7056, loss: 2.7056, grad_norm: 2.2323 2021-07-08 23:39:28,138 - mmaction - INFO - Epoch [71][1380/1879] lr: 8.266e-02, eta: 3 days, 17:18:07, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6270, loss_cls: 2.7354, loss: 2.7354, grad_norm: 2.1899 2021-07-08 23:39:45,672 - mmaction - INFO - Epoch [71][1400/1879] lr: 8.266e-02, eta: 3 days, 17:17:46, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6441, loss_cls: 2.7159, loss: 2.7159, grad_norm: 2.1981 2021-07-08 23:40:03,162 - mmaction - INFO - Epoch [71][1420/1879] lr: 8.266e-02, eta: 3 days, 17:17:25, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6223, loss_cls: 2.8034, loss: 2.8034, grad_norm: 2.2683 2021-07-08 23:40:20,674 - mmaction - INFO - Epoch [71][1440/1879] lr: 8.266e-02, eta: 3 days, 17:17:04, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6344, loss_cls: 2.7941, loss: 2.7941, grad_norm: 2.1890 2021-07-08 23:40:38,106 - mmaction - INFO - Epoch [71][1460/1879] lr: 8.266e-02, eta: 3 days, 17:16:43, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6410, loss_cls: 2.7059, loss: 2.7059, grad_norm: 2.2021 2021-07-08 23:40:55,552 - mmaction - INFO - Epoch [71][1480/1879] lr: 8.266e-02, eta: 3 days, 17:16:22, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6410, loss_cls: 2.7384, loss: 2.7384, grad_norm: 2.2233 2021-07-08 23:41:13,085 - mmaction - INFO - Epoch [71][1500/1879] lr: 8.266e-02, eta: 3 days, 17:16:01, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6379, loss_cls: 2.7240, loss: 2.7240, grad_norm: 2.2159 2021-07-08 23:41:30,455 - mmaction - INFO - Epoch [71][1520/1879] lr: 8.266e-02, eta: 3 days, 17:15:40, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6301, loss_cls: 2.8168, loss: 2.8168, grad_norm: 2.2180 2021-07-08 23:41:47,936 - mmaction - INFO - Epoch [71][1540/1879] lr: 8.266e-02, eta: 3 days, 17:15:19, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3699, top5_acc: 0.6227, loss_cls: 2.8054, loss: 2.8054, grad_norm: 2.2361 2021-07-08 23:42:05,397 - mmaction - INFO - Epoch [71][1560/1879] lr: 8.266e-02, eta: 3 days, 17:14:57, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6477, loss_cls: 2.7036, loss: 2.7036, grad_norm: 2.2397 2021-07-08 23:42:22,777 - mmaction - INFO - Epoch [71][1580/1879] lr: 8.266e-02, eta: 3 days, 17:14:36, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6438, loss_cls: 2.7055, loss: 2.7055, grad_norm: 2.2320 2021-07-08 23:42:40,279 - mmaction - INFO - Epoch [71][1600/1879] lr: 8.266e-02, eta: 3 days, 17:14:15, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6430, loss_cls: 2.7465, loss: 2.7465, grad_norm: 2.2036 2021-07-08 23:42:57,759 - mmaction - INFO - Epoch [71][1620/1879] lr: 8.266e-02, eta: 3 days, 17:13:54, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6391, loss_cls: 2.7311, loss: 2.7311, grad_norm: 2.2018 2021-07-08 23:43:15,210 - mmaction - INFO - Epoch [71][1640/1879] lr: 8.266e-02, eta: 3 days, 17:13:33, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6316, loss_cls: 2.8144, loss: 2.8144, grad_norm: 2.2537 2021-07-08 23:43:32,700 - mmaction - INFO - Epoch [71][1660/1879] lr: 8.266e-02, eta: 3 days, 17:13:12, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6512, loss_cls: 2.6731, loss: 2.6731, grad_norm: 2.1449 2021-07-08 23:43:50,232 - mmaction - INFO - Epoch [71][1680/1879] lr: 8.266e-02, eta: 3 days, 17:12:51, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6449, loss_cls: 2.7965, loss: 2.7965, grad_norm: 2.2545 2021-07-08 23:44:07,781 - mmaction - INFO - Epoch [71][1700/1879] lr: 8.266e-02, eta: 3 days, 17:12:30, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6500, loss_cls: 2.7297, loss: 2.7297, grad_norm: 2.2251 2021-07-08 23:44:25,105 - mmaction - INFO - Epoch [71][1720/1879] lr: 8.266e-02, eta: 3 days, 17:12:09, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6438, loss_cls: 2.7033, loss: 2.7033, grad_norm: 2.2185 2021-07-08 23:44:42,623 - mmaction - INFO - Epoch [71][1740/1879] lr: 8.266e-02, eta: 3 days, 17:11:48, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6324, loss_cls: 2.7716, loss: 2.7716, grad_norm: 2.2333 2021-07-08 23:45:00,033 - mmaction - INFO - Epoch [71][1760/1879] lr: 8.266e-02, eta: 3 days, 17:11:27, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6305, loss_cls: 2.8157, loss: 2.8157, grad_norm: 2.2068 2021-07-08 23:45:17,581 - mmaction - INFO - Epoch [71][1780/1879] lr: 8.266e-02, eta: 3 days, 17:11:06, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6562, loss_cls: 2.6779, loss: 2.6779, grad_norm: 2.1831 2021-07-08 23:45:35,043 - mmaction - INFO - Epoch [71][1800/1879] lr: 8.266e-02, eta: 3 days, 17:10:45, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6363, loss_cls: 2.8034, loss: 2.8034, grad_norm: 2.2413 2021-07-08 23:45:52,513 - mmaction - INFO - Epoch [71][1820/1879] lr: 8.266e-02, eta: 3 days, 17:10:24, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6398, loss_cls: 2.7445, loss: 2.7445, grad_norm: 2.1945 2021-07-08 23:46:10,083 - mmaction - INFO - Epoch [71][1840/1879] lr: 8.266e-02, eta: 3 days, 17:10:03, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6441, loss_cls: 2.7231, loss: 2.7231, grad_norm: 2.1891 2021-07-08 23:46:27,710 - mmaction - INFO - Epoch [71][1860/1879] lr: 8.266e-02, eta: 3 days, 17:09:42, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6402, loss_cls: 2.7841, loss: 2.7841, grad_norm: 2.1936 2021-07-08 23:49:10,162 - mmaction - INFO - Epoch [72][20/1879] lr: 8.219e-02, eta: 3 days, 17:13:33, time: 6.927, data_time: 5.698, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6523, loss_cls: 2.6856, loss: 2.6856, grad_norm: 2.2003 2021-07-08 23:49:27,450 - mmaction - INFO - Epoch [72][40/1879] lr: 8.219e-02, eta: 3 days, 17:13:11, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6562, loss_cls: 2.6639, loss: 2.6639, grad_norm: 2.1779 2021-07-08 23:49:44,597 - mmaction - INFO - Epoch [72][60/1879] lr: 8.219e-02, eta: 3 days, 17:12:50, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6465, loss_cls: 2.6972, loss: 2.6972, grad_norm: 2.1758 2021-07-08 23:50:01,995 - mmaction - INFO - Epoch [72][80/1879] lr: 8.219e-02, eta: 3 days, 17:12:28, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6605, loss_cls: 2.6922, loss: 2.6922, grad_norm: 2.2101 2021-07-08 23:50:19,329 - mmaction - INFO - Epoch [72][100/1879] lr: 8.219e-02, eta: 3 days, 17:12:07, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6402, loss_cls: 2.7458, loss: 2.7458, grad_norm: 2.1994 2021-07-08 23:50:36,711 - mmaction - INFO - Epoch [72][120/1879] lr: 8.219e-02, eta: 3 days, 17:11:46, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6410, loss_cls: 2.7238, loss: 2.7238, grad_norm: 2.2132 2021-07-08 23:50:54,234 - mmaction - INFO - Epoch [72][140/1879] lr: 8.219e-02, eta: 3 days, 17:11:24, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6492, loss_cls: 2.7560, loss: 2.7560, grad_norm: 2.2686 2021-07-08 23:51:11,624 - mmaction - INFO - Epoch [72][160/1879] lr: 8.219e-02, eta: 3 days, 17:11:03, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6465, loss_cls: 2.7088, loss: 2.7088, grad_norm: 2.1938 2021-07-08 23:51:29,008 - mmaction - INFO - Epoch [72][180/1879] lr: 8.219e-02, eta: 3 days, 17:10:42, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6480, loss_cls: 2.7135, loss: 2.7135, grad_norm: 2.2518 2021-07-08 23:51:46,350 - mmaction - INFO - Epoch [72][200/1879] lr: 8.219e-02, eta: 3 days, 17:10:20, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6328, loss_cls: 2.7405, loss: 2.7405, grad_norm: 2.1913 2021-07-08 23:52:03,960 - mmaction - INFO - Epoch [72][220/1879] lr: 8.219e-02, eta: 3 days, 17:09:59, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6250, loss_cls: 2.7816, loss: 2.7816, grad_norm: 2.2000 2021-07-08 23:52:21,419 - mmaction - INFO - Epoch [72][240/1879] lr: 8.219e-02, eta: 3 days, 17:09:39, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3664, top5_acc: 0.6312, loss_cls: 2.8050, loss: 2.8050, grad_norm: 2.2098 2021-07-08 23:52:39,040 - mmaction - INFO - Epoch [72][260/1879] lr: 8.219e-02, eta: 3 days, 17:09:18, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6367, loss_cls: 2.7633, loss: 2.7633, grad_norm: 2.1956 2021-07-08 23:52:56,579 - mmaction - INFO - Epoch [72][280/1879] lr: 8.219e-02, eta: 3 days, 17:08:57, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6652, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.2339 2021-07-08 23:53:13,987 - mmaction - INFO - Epoch [72][300/1879] lr: 8.219e-02, eta: 3 days, 17:08:36, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6469, loss_cls: 2.7318, loss: 2.7318, grad_norm: 2.2207 2021-07-08 23:53:31,478 - mmaction - INFO - Epoch [72][320/1879] lr: 8.219e-02, eta: 3 days, 17:08:14, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6453, loss_cls: 2.6777, loss: 2.6777, grad_norm: 2.2400 2021-07-08 23:53:48,932 - mmaction - INFO - Epoch [72][340/1879] lr: 8.219e-02, eta: 3 days, 17:07:53, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6328, loss_cls: 2.8030, loss: 2.8030, grad_norm: 2.2324 2021-07-08 23:54:06,454 - mmaction - INFO - Epoch [72][360/1879] lr: 8.219e-02, eta: 3 days, 17:07:32, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6547, loss_cls: 2.6623, loss: 2.6623, grad_norm: 2.1734 2021-07-08 23:54:23,820 - mmaction - INFO - Epoch [72][380/1879] lr: 8.219e-02, eta: 3 days, 17:07:11, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6480, loss_cls: 2.6818, loss: 2.6818, grad_norm: 2.2698 2021-07-08 23:54:41,195 - mmaction - INFO - Epoch [72][400/1879] lr: 8.219e-02, eta: 3 days, 17:06:50, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6395, loss_cls: 2.7193, loss: 2.7193, grad_norm: 2.2252 2021-07-08 23:54:58,731 - mmaction - INFO - Epoch [72][420/1879] lr: 8.219e-02, eta: 3 days, 17:06:29, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6527, loss_cls: 2.7189, loss: 2.7189, grad_norm: 2.1581 2021-07-08 23:55:16,261 - mmaction - INFO - Epoch [72][440/1879] lr: 8.219e-02, eta: 3 days, 17:06:08, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6402, loss_cls: 2.7443, loss: 2.7443, grad_norm: 2.2212 2021-07-08 23:55:33,768 - mmaction - INFO - Epoch [72][460/1879] lr: 8.219e-02, eta: 3 days, 17:05:47, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6531, loss_cls: 2.7298, loss: 2.7298, grad_norm: 2.2262 2021-07-08 23:55:51,406 - mmaction - INFO - Epoch [72][480/1879] lr: 8.219e-02, eta: 3 days, 17:05:26, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6609, loss_cls: 2.6564, loss: 2.6564, grad_norm: 2.2597 2021-07-08 23:56:08,805 - mmaction - INFO - Epoch [72][500/1879] lr: 8.219e-02, eta: 3 days, 17:05:05, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6383, loss_cls: 2.7819, loss: 2.7819, grad_norm: 2.2134 2021-07-08 23:56:26,270 - mmaction - INFO - Epoch [72][520/1879] lr: 8.219e-02, eta: 3 days, 17:04:44, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6586, loss_cls: 2.6387, loss: 2.6387, grad_norm: 2.1899 2021-07-08 23:56:43,829 - mmaction - INFO - Epoch [72][540/1879] lr: 8.219e-02, eta: 3 days, 17:04:23, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6617, loss_cls: 2.6455, loss: 2.6455, grad_norm: 2.2696 2021-07-08 23:57:01,336 - mmaction - INFO - Epoch [72][560/1879] lr: 8.219e-02, eta: 3 days, 17:04:02, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6355, loss_cls: 2.7578, loss: 2.7578, grad_norm: 2.2254 2021-07-08 23:57:18,761 - mmaction - INFO - Epoch [72][580/1879] lr: 8.219e-02, eta: 3 days, 17:03:41, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3707, top5_acc: 0.6336, loss_cls: 2.7820, loss: 2.7820, grad_norm: 2.2731 2021-07-08 23:57:36,207 - mmaction - INFO - Epoch [72][600/1879] lr: 8.219e-02, eta: 3 days, 17:03:20, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6477, loss_cls: 2.7308, loss: 2.7308, grad_norm: 2.2520 2021-07-08 23:57:53,829 - mmaction - INFO - Epoch [72][620/1879] lr: 8.219e-02, eta: 3 days, 17:02:59, time: 0.880, data_time: 0.001, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6383, loss_cls: 2.7584, loss: 2.7584, grad_norm: 2.2388 2021-07-08 23:58:11,247 - mmaction - INFO - Epoch [72][640/1879] lr: 8.219e-02, eta: 3 days, 17:02:38, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6422, loss_cls: 2.7040, loss: 2.7040, grad_norm: 2.1786 2021-07-08 23:58:28,709 - mmaction - INFO - Epoch [72][660/1879] lr: 8.219e-02, eta: 3 days, 17:02:16, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6551, loss_cls: 2.7276, loss: 2.7276, grad_norm: 2.1890 2021-07-08 23:58:46,172 - mmaction - INFO - Epoch [72][680/1879] lr: 8.219e-02, eta: 3 days, 17:01:56, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6449, loss_cls: 2.7698, loss: 2.7698, grad_norm: 2.1820 2021-07-08 23:59:03,609 - mmaction - INFO - Epoch [72][700/1879] lr: 8.219e-02, eta: 3 days, 17:01:34, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6410, loss_cls: 2.6990, loss: 2.6990, grad_norm: 2.1978 2021-07-08 23:59:21,070 - mmaction - INFO - Epoch [72][720/1879] lr: 8.219e-02, eta: 3 days, 17:01:13, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6645, loss_cls: 2.6031, loss: 2.6031, grad_norm: 2.1652 2021-07-08 23:59:38,530 - mmaction - INFO - Epoch [72][740/1879] lr: 8.219e-02, eta: 3 days, 17:00:52, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6254, loss_cls: 2.8532, loss: 2.8532, grad_norm: 2.2228 2021-07-08 23:59:56,024 - mmaction - INFO - Epoch [72][760/1879] lr: 8.219e-02, eta: 3 days, 17:00:31, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6449, loss_cls: 2.7511, loss: 2.7511, grad_norm: 2.1606 2021-07-09 00:00:24,413 - mmaction - INFO - Epoch [72][780/1879] lr: 8.219e-02, eta: 3 days, 17:00:38, time: 1.406, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6465, loss_cls: 2.7121, loss: 2.7121, grad_norm: 2.2047 2021-07-09 00:00:41,993 - mmaction - INFO - Epoch [72][800/1879] lr: 8.219e-02, eta: 3 days, 17:00:17, time: 0.892, data_time: 0.023, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6348, loss_cls: 2.7838, loss: 2.7838, grad_norm: 2.2799 2021-07-09 00:00:59,562 - mmaction - INFO - Epoch [72][820/1879] lr: 8.219e-02, eta: 3 days, 16:59:57, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6484, loss_cls: 2.6974, loss: 2.6974, grad_norm: 2.1960 2021-07-09 00:01:16,894 - mmaction - INFO - Epoch [72][840/1879] lr: 8.219e-02, eta: 3 days, 16:59:35, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6422, loss_cls: 2.7208, loss: 2.7208, grad_norm: 2.2297 2021-07-09 00:01:34,339 - mmaction - INFO - Epoch [72][860/1879] lr: 8.219e-02, eta: 3 days, 16:59:14, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6457, loss_cls: 2.6973, loss: 2.6973, grad_norm: 2.1786 2021-07-09 00:01:51,740 - mmaction - INFO - Epoch [72][880/1879] lr: 8.219e-02, eta: 3 days, 16:58:53, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6559, loss_cls: 2.6494, loss: 2.6494, grad_norm: 2.1642 2021-07-09 00:02:09,216 - mmaction - INFO - Epoch [72][900/1879] lr: 8.219e-02, eta: 3 days, 16:58:32, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6426, loss_cls: 2.7194, loss: 2.7194, grad_norm: 2.2388 2021-07-09 00:02:26,754 - mmaction - INFO - Epoch [72][920/1879] lr: 8.219e-02, eta: 3 days, 16:58:11, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6422, loss_cls: 2.7488, loss: 2.7488, grad_norm: 2.2106 2021-07-09 00:02:44,292 - mmaction - INFO - Epoch [72][940/1879] lr: 8.219e-02, eta: 3 days, 16:57:50, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6527, loss_cls: 2.6876, loss: 2.6876, grad_norm: 2.1898 2021-07-09 00:03:01,866 - mmaction - INFO - Epoch [72][960/1879] lr: 8.219e-02, eta: 3 days, 16:57:29, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6469, loss_cls: 2.6872, loss: 2.6872, grad_norm: 2.1609 2021-07-09 00:03:19,293 - mmaction - INFO - Epoch [72][980/1879] lr: 8.219e-02, eta: 3 days, 16:57:08, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6387, loss_cls: 2.7869, loss: 2.7869, grad_norm: 2.2232 2021-07-09 00:03:36,773 - mmaction - INFO - Epoch [72][1000/1879] lr: 8.219e-02, eta: 3 days, 16:56:47, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6375, loss_cls: 2.7679, loss: 2.7679, grad_norm: 2.1512 2021-07-09 00:03:54,254 - mmaction - INFO - Epoch [72][1020/1879] lr: 8.219e-02, eta: 3 days, 16:56:26, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6516, loss_cls: 2.6986, loss: 2.6986, grad_norm: 2.2102 2021-07-09 00:04:11,720 - mmaction - INFO - Epoch [72][1040/1879] lr: 8.219e-02, eta: 3 days, 16:56:05, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3703, top5_acc: 0.6301, loss_cls: 2.8189, loss: 2.8189, grad_norm: 2.2299 2021-07-09 00:04:29,300 - mmaction - INFO - Epoch [72][1060/1879] lr: 8.219e-02, eta: 3 days, 16:55:44, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6391, loss_cls: 2.7680, loss: 2.7680, grad_norm: 2.2340 2021-07-09 00:04:46,659 - mmaction - INFO - Epoch [72][1080/1879] lr: 8.219e-02, eta: 3 days, 16:55:23, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6453, loss_cls: 2.7352, loss: 2.7352, grad_norm: 2.2216 2021-07-09 00:05:04,146 - mmaction - INFO - Epoch [72][1100/1879] lr: 8.219e-02, eta: 3 days, 16:55:02, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6438, loss_cls: 2.7535, loss: 2.7535, grad_norm: 2.2248 2021-07-09 00:05:21,656 - mmaction - INFO - Epoch [72][1120/1879] lr: 8.219e-02, eta: 3 days, 16:54:41, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6430, loss_cls: 2.6896, loss: 2.6896, grad_norm: 2.1810 2021-07-09 00:05:39,136 - mmaction - INFO - Epoch [72][1140/1879] lr: 8.219e-02, eta: 3 days, 16:54:20, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6527, loss_cls: 2.6409, loss: 2.6409, grad_norm: 2.1585 2021-07-09 00:05:56,618 - mmaction - INFO - Epoch [72][1160/1879] lr: 8.219e-02, eta: 3 days, 16:53:59, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6445, loss_cls: 2.7114, loss: 2.7114, grad_norm: 2.2103 2021-07-09 00:06:13,916 - mmaction - INFO - Epoch [72][1180/1879] lr: 8.219e-02, eta: 3 days, 16:53:37, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6504, loss_cls: 2.7032, loss: 2.7032, grad_norm: 2.1997 2021-07-09 00:06:31,347 - mmaction - INFO - Epoch [72][1200/1879] lr: 8.219e-02, eta: 3 days, 16:53:16, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6512, loss_cls: 2.6916, loss: 2.6916, grad_norm: 2.2030 2021-07-09 00:06:48,726 - mmaction - INFO - Epoch [72][1220/1879] lr: 8.219e-02, eta: 3 days, 16:52:55, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6289, loss_cls: 2.7677, loss: 2.7677, grad_norm: 2.2983 2021-07-09 00:07:06,291 - mmaction - INFO - Epoch [72][1240/1879] lr: 8.219e-02, eta: 3 days, 16:52:34, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6461, loss_cls: 2.7140, loss: 2.7140, grad_norm: 2.1921 2021-07-09 00:07:23,778 - mmaction - INFO - Epoch [72][1260/1879] lr: 8.219e-02, eta: 3 days, 16:52:13, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6336, loss_cls: 2.8125, loss: 2.8125, grad_norm: 2.2462 2021-07-09 00:07:41,174 - mmaction - INFO - Epoch [72][1280/1879] lr: 8.219e-02, eta: 3 days, 16:51:52, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6473, loss_cls: 2.7131, loss: 2.7131, grad_norm: 2.1649 2021-07-09 00:07:58,611 - mmaction - INFO - Epoch [72][1300/1879] lr: 8.219e-02, eta: 3 days, 16:51:30, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6500, loss_cls: 2.7634, loss: 2.7634, grad_norm: 2.2180 2021-07-09 00:08:16,047 - mmaction - INFO - Epoch [72][1320/1879] lr: 8.219e-02, eta: 3 days, 16:51:09, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6270, loss_cls: 2.7737, loss: 2.7737, grad_norm: 2.2099 2021-07-09 00:08:33,507 - mmaction - INFO - Epoch [72][1340/1879] lr: 8.219e-02, eta: 3 days, 16:50:48, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6375, loss_cls: 2.7507, loss: 2.7507, grad_norm: 2.2166 2021-07-09 00:08:50,951 - mmaction - INFO - Epoch [72][1360/1879] lr: 8.219e-02, eta: 3 days, 16:50:27, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6605, loss_cls: 2.6513, loss: 2.6513, grad_norm: 2.1409 2021-07-09 00:09:08,460 - mmaction - INFO - Epoch [72][1380/1879] lr: 8.219e-02, eta: 3 days, 16:50:06, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6617, loss_cls: 2.6513, loss: 2.6513, grad_norm: 2.2208 2021-07-09 00:09:25,951 - mmaction - INFO - Epoch [72][1400/1879] lr: 8.219e-02, eta: 3 days, 16:49:45, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6453, loss_cls: 2.7598, loss: 2.7598, grad_norm: 2.2063 2021-07-09 00:09:43,417 - mmaction - INFO - Epoch [72][1420/1879] lr: 8.219e-02, eta: 3 days, 16:49:24, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6273, loss_cls: 2.7956, loss: 2.7956, grad_norm: 2.2085 2021-07-09 00:10:00,935 - mmaction - INFO - Epoch [72][1440/1879] lr: 8.219e-02, eta: 3 days, 16:49:03, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6398, loss_cls: 2.7445, loss: 2.7445, grad_norm: 2.1942 2021-07-09 00:10:18,474 - mmaction - INFO - Epoch [72][1460/1879] lr: 8.219e-02, eta: 3 days, 16:48:42, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6344, loss_cls: 2.7482, loss: 2.7482, grad_norm: 2.2195 2021-07-09 00:10:36,035 - mmaction - INFO - Epoch [72][1480/1879] lr: 8.219e-02, eta: 3 days, 16:48:21, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3734, top5_acc: 0.6320, loss_cls: 2.8079, loss: 2.8079, grad_norm: 2.2329 2021-07-09 00:10:53,565 - mmaction - INFO - Epoch [72][1500/1879] lr: 8.219e-02, eta: 3 days, 16:48:00, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6254, loss_cls: 2.8234, loss: 2.8234, grad_norm: 2.2216 2021-07-09 00:11:11,080 - mmaction - INFO - Epoch [72][1520/1879] lr: 8.219e-02, eta: 3 days, 16:47:40, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6426, loss_cls: 2.7752, loss: 2.7752, grad_norm: 2.1989 2021-07-09 00:11:28,552 - mmaction - INFO - Epoch [72][1540/1879] lr: 8.219e-02, eta: 3 days, 16:47:18, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6348, loss_cls: 2.7460, loss: 2.7460, grad_norm: 2.2035 2021-07-09 00:11:45,978 - mmaction - INFO - Epoch [72][1560/1879] lr: 8.219e-02, eta: 3 days, 16:46:57, time: 0.873, data_time: 0.008, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6254, loss_cls: 2.7421, loss: 2.7421, grad_norm: 2.2076 2021-07-09 00:12:03,479 - mmaction - INFO - Epoch [72][1580/1879] lr: 8.219e-02, eta: 3 days, 16:46:36, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6250, loss_cls: 2.7925, loss: 2.7925, grad_norm: 2.1771 2021-07-09 00:12:20,987 - mmaction - INFO - Epoch [72][1600/1879] lr: 8.219e-02, eta: 3 days, 16:46:15, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6352, loss_cls: 2.7363, loss: 2.7363, grad_norm: 2.1815 2021-07-09 00:12:38,365 - mmaction - INFO - Epoch [72][1620/1879] lr: 8.219e-02, eta: 3 days, 16:45:54, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6418, loss_cls: 2.7331, loss: 2.7331, grad_norm: 2.1851 2021-07-09 00:12:55,867 - mmaction - INFO - Epoch [72][1640/1879] lr: 8.219e-02, eta: 3 days, 16:45:33, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6219, loss_cls: 2.8265, loss: 2.8265, grad_norm: 2.2078 2021-07-09 00:13:13,260 - mmaction - INFO - Epoch [72][1660/1879] lr: 8.219e-02, eta: 3 days, 16:45:12, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6359, loss_cls: 2.7691, loss: 2.7691, grad_norm: 2.1523 2021-07-09 00:13:30,707 - mmaction - INFO - Epoch [72][1680/1879] lr: 8.219e-02, eta: 3 days, 16:44:51, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6367, loss_cls: 2.7375, loss: 2.7375, grad_norm: 2.2436 2021-07-09 00:13:48,136 - mmaction - INFO - Epoch [72][1700/1879] lr: 8.219e-02, eta: 3 days, 16:44:30, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6543, loss_cls: 2.6927, loss: 2.6927, grad_norm: 2.2499 2021-07-09 00:14:05,683 - mmaction - INFO - Epoch [72][1720/1879] lr: 8.219e-02, eta: 3 days, 16:44:09, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6484, loss_cls: 2.7115, loss: 2.7115, grad_norm: 2.2568 2021-07-09 00:14:23,067 - mmaction - INFO - Epoch [72][1740/1879] lr: 8.219e-02, eta: 3 days, 16:43:48, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6496, loss_cls: 2.6898, loss: 2.6898, grad_norm: 2.2670 2021-07-09 00:14:40,617 - mmaction - INFO - Epoch [72][1760/1879] lr: 8.219e-02, eta: 3 days, 16:43:27, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6465, loss_cls: 2.7547, loss: 2.7547, grad_norm: 2.1740 2021-07-09 00:14:58,047 - mmaction - INFO - Epoch [72][1780/1879] lr: 8.219e-02, eta: 3 days, 16:43:06, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6379, loss_cls: 2.7868, loss: 2.7868, grad_norm: 2.1775 2021-07-09 00:15:15,574 - mmaction - INFO - Epoch [72][1800/1879] lr: 8.219e-02, eta: 3 days, 16:42:45, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6402, loss_cls: 2.7710, loss: 2.7710, grad_norm: 2.2339 2021-07-09 00:15:33,149 - mmaction - INFO - Epoch [72][1820/1879] lr: 8.219e-02, eta: 3 days, 16:42:24, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6316, loss_cls: 2.7717, loss: 2.7717, grad_norm: 2.1839 2021-07-09 00:15:50,635 - mmaction - INFO - Epoch [72][1840/1879] lr: 8.219e-02, eta: 3 days, 16:42:03, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6297, loss_cls: 2.7600, loss: 2.7600, grad_norm: 2.2367 2021-07-09 00:16:08,025 - mmaction - INFO - Epoch [72][1860/1879] lr: 8.219e-02, eta: 3 days, 16:41:42, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6508, loss_cls: 2.7706, loss: 2.7706, grad_norm: 2.2368 2021-07-09 00:16:42,543 - mmaction - INFO - Saving checkpoint at 72 epochs 2021-07-09 00:19:09,862 - mmaction - INFO - Epoch [73][20/1879] lr: 8.172e-02, eta: 3 days, 16:45:47, time: 7.308, data_time: 6.221, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6504, loss_cls: 2.6590, loss: 2.6590, grad_norm: 2.2017 2021-07-09 00:19:26,904 - mmaction - INFO - Epoch [73][40/1879] lr: 8.172e-02, eta: 3 days, 16:45:25, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6504, loss_cls: 2.7378, loss: 2.7378, grad_norm: 2.2305 2021-07-09 00:19:43,999 - mmaction - INFO - Epoch [73][60/1879] lr: 8.172e-02, eta: 3 days, 16:45:03, time: 0.854, data_time: 0.001, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6305, loss_cls: 2.7692, loss: 2.7692, grad_norm: 2.3164 2021-07-09 00:20:01,449 - mmaction - INFO - Epoch [73][80/1879] lr: 8.172e-02, eta: 3 days, 16:44:42, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6637, loss_cls: 2.6804, loss: 2.6804, grad_norm: 2.2240 2021-07-09 00:20:18,989 - mmaction - INFO - Epoch [73][100/1879] lr: 8.172e-02, eta: 3 days, 16:44:21, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6477, loss_cls: 2.6947, loss: 2.6947, grad_norm: 2.2232 2021-07-09 00:20:36,477 - mmaction - INFO - Epoch [73][120/1879] lr: 8.172e-02, eta: 3 days, 16:44:00, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6477, loss_cls: 2.6987, loss: 2.6987, grad_norm: 2.2537 2021-07-09 00:20:53,935 - mmaction - INFO - Epoch [73][140/1879] lr: 8.172e-02, eta: 3 days, 16:43:39, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6305, loss_cls: 2.7900, loss: 2.7900, grad_norm: 2.2227 2021-07-09 00:21:11,395 - mmaction - INFO - Epoch [73][160/1879] lr: 8.172e-02, eta: 3 days, 16:43:17, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6504, loss_cls: 2.7561, loss: 2.7561, grad_norm: 2.2553 2021-07-09 00:21:28,670 - mmaction - INFO - Epoch [73][180/1879] lr: 8.172e-02, eta: 3 days, 16:42:56, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6395, loss_cls: 2.7795, loss: 2.7795, grad_norm: 2.2149 2021-07-09 00:21:46,126 - mmaction - INFO - Epoch [73][200/1879] lr: 8.172e-02, eta: 3 days, 16:42:35, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6453, loss_cls: 2.7409, loss: 2.7409, grad_norm: 2.2443 2021-07-09 00:22:03,593 - mmaction - INFO - Epoch [73][220/1879] lr: 8.172e-02, eta: 3 days, 16:42:14, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6484, loss_cls: 2.6813, loss: 2.6813, grad_norm: 2.2375 2021-07-09 00:22:20,940 - mmaction - INFO - Epoch [73][240/1879] lr: 8.172e-02, eta: 3 days, 16:41:52, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6406, loss_cls: 2.7548, loss: 2.7548, grad_norm: 2.2219 2021-07-09 00:22:38,406 - mmaction - INFO - Epoch [73][260/1879] lr: 8.172e-02, eta: 3 days, 16:41:31, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6488, loss_cls: 2.6311, loss: 2.6311, grad_norm: 2.1848 2021-07-09 00:22:55,911 - mmaction - INFO - Epoch [73][280/1879] lr: 8.172e-02, eta: 3 days, 16:41:10, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6441, loss_cls: 2.6699, loss: 2.6699, grad_norm: 2.1853 2021-07-09 00:23:13,361 - mmaction - INFO - Epoch [73][300/1879] lr: 8.172e-02, eta: 3 days, 16:40:49, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6328, loss_cls: 2.8113, loss: 2.8113, grad_norm: 2.2403 2021-07-09 00:23:30,956 - mmaction - INFO - Epoch [73][320/1879] lr: 8.172e-02, eta: 3 days, 16:40:29, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6551, loss_cls: 2.6791, loss: 2.6791, grad_norm: 2.1943 2021-07-09 00:23:48,469 - mmaction - INFO - Epoch [73][340/1879] lr: 8.172e-02, eta: 3 days, 16:40:08, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6500, loss_cls: 2.7331, loss: 2.7331, grad_norm: 2.1834 2021-07-09 00:24:06,045 - mmaction - INFO - Epoch [73][360/1879] lr: 8.172e-02, eta: 3 days, 16:39:47, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6613, loss_cls: 2.6870, loss: 2.6870, grad_norm: 2.1889 2021-07-09 00:24:23,477 - mmaction - INFO - Epoch [73][380/1879] lr: 8.172e-02, eta: 3 days, 16:39:26, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6500, loss_cls: 2.6968, loss: 2.6968, grad_norm: 2.2107 2021-07-09 00:24:40,891 - mmaction - INFO - Epoch [73][400/1879] lr: 8.172e-02, eta: 3 days, 16:39:04, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6266, loss_cls: 2.7781, loss: 2.7781, grad_norm: 2.2212 2021-07-09 00:24:58,253 - mmaction - INFO - Epoch [73][420/1879] lr: 8.172e-02, eta: 3 days, 16:38:43, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6535, loss_cls: 2.6996, loss: 2.6996, grad_norm: 2.2413 2021-07-09 00:25:15,878 - mmaction - INFO - Epoch [73][440/1879] lr: 8.172e-02, eta: 3 days, 16:38:22, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6391, loss_cls: 2.7265, loss: 2.7265, grad_norm: 2.2619 2021-07-09 00:25:33,429 - mmaction - INFO - Epoch [73][460/1879] lr: 8.172e-02, eta: 3 days, 16:38:02, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6383, loss_cls: 2.7607, loss: 2.7607, grad_norm: 2.2786 2021-07-09 00:25:51,004 - mmaction - INFO - Epoch [73][480/1879] lr: 8.172e-02, eta: 3 days, 16:37:41, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6445, loss_cls: 2.7356, loss: 2.7356, grad_norm: 2.2169 2021-07-09 00:26:08,465 - mmaction - INFO - Epoch [73][500/1879] lr: 8.172e-02, eta: 3 days, 16:37:20, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6496, loss_cls: 2.7266, loss: 2.7266, grad_norm: 2.1933 2021-07-09 00:26:25,932 - mmaction - INFO - Epoch [73][520/1879] lr: 8.172e-02, eta: 3 days, 16:36:59, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6617, loss_cls: 2.6696, loss: 2.6696, grad_norm: 2.2508 2021-07-09 00:26:43,369 - mmaction - INFO - Epoch [73][540/1879] lr: 8.172e-02, eta: 3 days, 16:36:37, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6645, loss_cls: 2.6195, loss: 2.6195, grad_norm: 2.2270 2021-07-09 00:27:00,731 - mmaction - INFO - Epoch [73][560/1879] lr: 8.172e-02, eta: 3 days, 16:36:16, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6270, loss_cls: 2.7726, loss: 2.7726, grad_norm: 2.2668 2021-07-09 00:27:18,149 - mmaction - INFO - Epoch [73][580/1879] lr: 8.172e-02, eta: 3 days, 16:35:55, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6504, loss_cls: 2.7381, loss: 2.7381, grad_norm: 2.2360 2021-07-09 00:27:35,586 - mmaction - INFO - Epoch [73][600/1879] lr: 8.172e-02, eta: 3 days, 16:35:34, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6582, loss_cls: 2.6325, loss: 2.6325, grad_norm: 2.1803 2021-07-09 00:27:53,040 - mmaction - INFO - Epoch [73][620/1879] lr: 8.172e-02, eta: 3 days, 16:35:13, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6746, loss_cls: 2.6532, loss: 2.6532, grad_norm: 2.2635 2021-07-09 00:28:10,553 - mmaction - INFO - Epoch [73][640/1879] lr: 8.172e-02, eta: 3 days, 16:34:52, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6367, loss_cls: 2.7322, loss: 2.7322, grad_norm: 2.2203 2021-07-09 00:28:28,021 - mmaction - INFO - Epoch [73][660/1879] lr: 8.172e-02, eta: 3 days, 16:34:31, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6535, loss_cls: 2.6774, loss: 2.6774, grad_norm: 2.2200 2021-07-09 00:28:45,450 - mmaction - INFO - Epoch [73][680/1879] lr: 8.172e-02, eta: 3 days, 16:34:10, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6496, loss_cls: 2.6794, loss: 2.6794, grad_norm: 2.2529 2021-07-09 00:29:02,864 - mmaction - INFO - Epoch [73][700/1879] lr: 8.172e-02, eta: 3 days, 16:33:48, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6441, loss_cls: 2.7139, loss: 2.7139, grad_norm: 2.2189 2021-07-09 00:29:20,214 - mmaction - INFO - Epoch [73][720/1879] lr: 8.172e-02, eta: 3 days, 16:33:27, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6324, loss_cls: 2.8114, loss: 2.8114, grad_norm: 2.2901 2021-07-09 00:29:37,666 - mmaction - INFO - Epoch [73][740/1879] lr: 8.172e-02, eta: 3 days, 16:33:06, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6391, loss_cls: 2.7707, loss: 2.7707, grad_norm: 2.2547 2021-07-09 00:29:55,101 - mmaction - INFO - Epoch [73][760/1879] lr: 8.172e-02, eta: 3 days, 16:32:45, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6297, loss_cls: 2.7832, loss: 2.7832, grad_norm: 2.2333 2021-07-09 00:30:12,465 - mmaction - INFO - Epoch [73][780/1879] lr: 8.172e-02, eta: 3 days, 16:32:23, time: 0.868, data_time: 0.006, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6656, loss_cls: 2.6428, loss: 2.6428, grad_norm: 2.2230 2021-07-09 00:30:29,872 - mmaction - INFO - Epoch [73][800/1879] lr: 8.172e-02, eta: 3 days, 16:32:02, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6406, loss_cls: 2.7244, loss: 2.7244, grad_norm: 2.2001 2021-07-09 00:30:47,424 - mmaction - INFO - Epoch [73][820/1879] lr: 8.172e-02, eta: 3 days, 16:31:41, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6473, loss_cls: 2.7072, loss: 2.7072, grad_norm: 2.2222 2021-07-09 00:31:04,818 - mmaction - INFO - Epoch [73][840/1879] lr: 8.172e-02, eta: 3 days, 16:31:20, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6355, loss_cls: 2.7785, loss: 2.7785, grad_norm: 2.2579 2021-07-09 00:31:22,084 - mmaction - INFO - Epoch [73][860/1879] lr: 8.172e-02, eta: 3 days, 16:30:59, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6328, loss_cls: 2.7881, loss: 2.7881, grad_norm: 2.2304 2021-07-09 00:31:39,591 - mmaction - INFO - Epoch [73][880/1879] lr: 8.172e-02, eta: 3 days, 16:30:38, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6629, loss_cls: 2.6790, loss: 2.6790, grad_norm: 2.1844 2021-07-09 00:31:57,120 - mmaction - INFO - Epoch [73][900/1879] lr: 8.172e-02, eta: 3 days, 16:30:17, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6586, loss_cls: 2.6980, loss: 2.6980, grad_norm: 2.2375 2021-07-09 00:32:14,587 - mmaction - INFO - Epoch [73][920/1879] lr: 8.172e-02, eta: 3 days, 16:29:56, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6324, loss_cls: 2.7961, loss: 2.7961, grad_norm: 2.2634 2021-07-09 00:32:32,095 - mmaction - INFO - Epoch [73][940/1879] lr: 8.172e-02, eta: 3 days, 16:29:35, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6289, loss_cls: 2.7454, loss: 2.7454, grad_norm: 2.2135 2021-07-09 00:32:49,605 - mmaction - INFO - Epoch [73][960/1879] lr: 8.172e-02, eta: 3 days, 16:29:14, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6559, loss_cls: 2.6554, loss: 2.6554, grad_norm: 2.2020 2021-07-09 00:33:07,077 - mmaction - INFO - Epoch [73][980/1879] lr: 8.172e-02, eta: 3 days, 16:28:53, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6492, loss_cls: 2.6846, loss: 2.6846, grad_norm: 2.2477 2021-07-09 00:33:24,602 - mmaction - INFO - Epoch [73][1000/1879] lr: 8.172e-02, eta: 3 days, 16:28:32, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6586, loss_cls: 2.6972, loss: 2.6972, grad_norm: 2.2274 2021-07-09 00:33:42,122 - mmaction - INFO - Epoch [73][1020/1879] lr: 8.172e-02, eta: 3 days, 16:28:11, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6457, loss_cls: 2.7336, loss: 2.7336, grad_norm: 2.2466 2021-07-09 00:33:59,638 - mmaction - INFO - Epoch [73][1040/1879] lr: 8.172e-02, eta: 3 days, 16:27:50, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6465, loss_cls: 2.7099, loss: 2.7099, grad_norm: 2.1865 2021-07-09 00:34:17,056 - mmaction - INFO - Epoch [73][1060/1879] lr: 8.172e-02, eta: 3 days, 16:27:29, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6496, loss_cls: 2.6933, loss: 2.6933, grad_norm: 2.1715 2021-07-09 00:34:34,690 - mmaction - INFO - Epoch [73][1080/1879] lr: 8.172e-02, eta: 3 days, 16:27:08, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6484, loss_cls: 2.7275, loss: 2.7275, grad_norm: 2.3010 2021-07-09 00:34:52,163 - mmaction - INFO - Epoch [73][1100/1879] lr: 8.172e-02, eta: 3 days, 16:26:47, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6367, loss_cls: 2.8084, loss: 2.8084, grad_norm: 2.2907 2021-07-09 00:35:09,682 - mmaction - INFO - Epoch [73][1120/1879] lr: 8.172e-02, eta: 3 days, 16:26:26, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6379, loss_cls: 2.7446, loss: 2.7446, grad_norm: 2.2142 2021-07-09 00:35:27,085 - mmaction - INFO - Epoch [73][1140/1879] lr: 8.172e-02, eta: 3 days, 16:26:05, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6352, loss_cls: 2.7705, loss: 2.7705, grad_norm: 2.2239 2021-07-09 00:35:44,550 - mmaction - INFO - Epoch [73][1160/1879] lr: 8.172e-02, eta: 3 days, 16:25:44, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6367, loss_cls: 2.7127, loss: 2.7127, grad_norm: 2.1593 2021-07-09 00:36:02,102 - mmaction - INFO - Epoch [73][1180/1879] lr: 8.172e-02, eta: 3 days, 16:25:24, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6598, loss_cls: 2.6589, loss: 2.6589, grad_norm: 2.2305 2021-07-09 00:36:19,583 - mmaction - INFO - Epoch [73][1200/1879] lr: 8.172e-02, eta: 3 days, 16:25:02, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6477, loss_cls: 2.7033, loss: 2.7033, grad_norm: 2.2281 2021-07-09 00:36:37,115 - mmaction - INFO - Epoch [73][1220/1879] lr: 8.172e-02, eta: 3 days, 16:24:42, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6461, loss_cls: 2.6907, loss: 2.6907, grad_norm: 2.2249 2021-07-09 00:36:54,680 - mmaction - INFO - Epoch [73][1240/1879] lr: 8.172e-02, eta: 3 days, 16:24:21, time: 0.879, data_time: 0.008, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6504, loss_cls: 2.7137, loss: 2.7137, grad_norm: 2.2021 2021-07-09 00:37:12,212 - mmaction - INFO - Epoch [73][1260/1879] lr: 8.172e-02, eta: 3 days, 16:24:00, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6266, loss_cls: 2.7793, loss: 2.7793, grad_norm: 2.2187 2021-07-09 00:37:29,545 - mmaction - INFO - Epoch [73][1280/1879] lr: 8.172e-02, eta: 3 days, 16:23:39, time: 0.871, data_time: 0.007, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6289, loss_cls: 2.8279, loss: 2.8279, grad_norm: 2.2362 2021-07-09 00:37:47,029 - mmaction - INFO - Epoch [73][1300/1879] lr: 8.172e-02, eta: 3 days, 16:23:18, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6473, loss_cls: 2.7023, loss: 2.7023, grad_norm: 2.2131 2021-07-09 00:38:04,348 - mmaction - INFO - Epoch [73][1320/1879] lr: 8.172e-02, eta: 3 days, 16:22:56, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6457, loss_cls: 2.7373, loss: 2.7373, grad_norm: 2.2538 2021-07-09 00:38:21,825 - mmaction - INFO - Epoch [73][1340/1879] lr: 8.172e-02, eta: 3 days, 16:22:35, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6422, loss_cls: 2.7736, loss: 2.7736, grad_norm: 2.2264 2021-07-09 00:38:39,383 - mmaction - INFO - Epoch [73][1360/1879] lr: 8.172e-02, eta: 3 days, 16:22:14, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6492, loss_cls: 2.7091, loss: 2.7091, grad_norm: 2.2446 2021-07-09 00:38:56,685 - mmaction - INFO - Epoch [73][1380/1879] lr: 8.172e-02, eta: 3 days, 16:21:53, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6305, loss_cls: 2.7607, loss: 2.7607, grad_norm: 2.2080 2021-07-09 00:39:14,188 - mmaction - INFO - Epoch [73][1400/1879] lr: 8.172e-02, eta: 3 days, 16:21:32, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6332, loss_cls: 2.7765, loss: 2.7765, grad_norm: 2.2287 2021-07-09 00:39:31,691 - mmaction - INFO - Epoch [73][1420/1879] lr: 8.172e-02, eta: 3 days, 16:21:11, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6430, loss_cls: 2.7157, loss: 2.7157, grad_norm: 2.2148 2021-07-09 00:39:49,223 - mmaction - INFO - Epoch [73][1440/1879] lr: 8.172e-02, eta: 3 days, 16:20:50, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6508, loss_cls: 2.7013, loss: 2.7013, grad_norm: 2.2180 2021-07-09 00:40:06,591 - mmaction - INFO - Epoch [73][1460/1879] lr: 8.172e-02, eta: 3 days, 16:20:29, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6395, loss_cls: 2.7142, loss: 2.7142, grad_norm: 2.2165 2021-07-09 00:40:24,040 - mmaction - INFO - Epoch [73][1480/1879] lr: 8.172e-02, eta: 3 days, 16:20:08, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6543, loss_cls: 2.6348, loss: 2.6348, grad_norm: 2.1750 2021-07-09 00:40:41,545 - mmaction - INFO - Epoch [73][1500/1879] lr: 8.172e-02, eta: 3 days, 16:19:47, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6352, loss_cls: 2.7589, loss: 2.7589, grad_norm: 2.2349 2021-07-09 00:40:58,969 - mmaction - INFO - Epoch [73][1520/1879] lr: 8.172e-02, eta: 3 days, 16:19:26, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6453, loss_cls: 2.6810, loss: 2.6810, grad_norm: 2.2288 2021-07-09 00:41:16,493 - mmaction - INFO - Epoch [73][1540/1879] lr: 8.172e-02, eta: 3 days, 16:19:05, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6387, loss_cls: 2.7781, loss: 2.7781, grad_norm: 2.2739 2021-07-09 00:41:33,922 - mmaction - INFO - Epoch [73][1560/1879] lr: 8.172e-02, eta: 3 days, 16:18:44, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6465, loss_cls: 2.7051, loss: 2.7051, grad_norm: 2.1938 2021-07-09 00:41:51,428 - mmaction - INFO - Epoch [73][1580/1879] lr: 8.172e-02, eta: 3 days, 16:18:23, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6367, loss_cls: 2.7752, loss: 2.7752, grad_norm: 2.2376 2021-07-09 00:42:08,865 - mmaction - INFO - Epoch [73][1600/1879] lr: 8.172e-02, eta: 3 days, 16:18:02, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6355, loss_cls: 2.7791, loss: 2.7791, grad_norm: 2.2037 2021-07-09 00:42:26,282 - mmaction - INFO - Epoch [73][1620/1879] lr: 8.172e-02, eta: 3 days, 16:17:41, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6246, loss_cls: 2.8096, loss: 2.8096, grad_norm: 2.2262 2021-07-09 00:42:43,704 - mmaction - INFO - Epoch [73][1640/1879] lr: 8.172e-02, eta: 3 days, 16:17:20, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3660, top5_acc: 0.6254, loss_cls: 2.8348, loss: 2.8348, grad_norm: 2.2399 2021-07-09 00:43:01,121 - mmaction - INFO - Epoch [73][1660/1879] lr: 8.172e-02, eta: 3 days, 16:16:59, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6371, loss_cls: 2.7683, loss: 2.7683, grad_norm: 2.2439 2021-07-09 00:43:18,587 - mmaction - INFO - Epoch [73][1680/1879] lr: 8.172e-02, eta: 3 days, 16:16:37, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6273, loss_cls: 2.7798, loss: 2.7798, grad_norm: 2.1969 2021-07-09 00:43:36,108 - mmaction - INFO - Epoch [73][1700/1879] lr: 8.172e-02, eta: 3 days, 16:16:17, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6453, loss_cls: 2.7415, loss: 2.7415, grad_norm: 2.1984 2021-07-09 00:43:53,546 - mmaction - INFO - Epoch [73][1720/1879] lr: 8.172e-02, eta: 3 days, 16:15:56, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6504, loss_cls: 2.7021, loss: 2.7021, grad_norm: 2.2754 2021-07-09 00:44:10,971 - mmaction - INFO - Epoch [73][1740/1879] lr: 8.172e-02, eta: 3 days, 16:15:35, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6520, loss_cls: 2.6915, loss: 2.6915, grad_norm: 2.2259 2021-07-09 00:44:28,313 - mmaction - INFO - Epoch [73][1760/1879] lr: 8.172e-02, eta: 3 days, 16:15:13, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6203, loss_cls: 2.8095, loss: 2.8095, grad_norm: 2.2434 2021-07-09 00:44:45,881 - mmaction - INFO - Epoch [73][1780/1879] lr: 8.172e-02, eta: 3 days, 16:14:52, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6398, loss_cls: 2.8071, loss: 2.8071, grad_norm: 2.2174 2021-07-09 00:45:03,322 - mmaction - INFO - Epoch [73][1800/1879] lr: 8.172e-02, eta: 3 days, 16:14:31, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6426, loss_cls: 2.7191, loss: 2.7191, grad_norm: 2.2251 2021-07-09 00:45:20,673 - mmaction - INFO - Epoch [73][1820/1879] lr: 8.172e-02, eta: 3 days, 16:14:10, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6527, loss_cls: 2.7227, loss: 2.7227, grad_norm: 2.2370 2021-07-09 00:45:38,255 - mmaction - INFO - Epoch [73][1840/1879] lr: 8.172e-02, eta: 3 days, 16:13:49, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6402, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.2243 2021-07-09 00:45:55,627 - mmaction - INFO - Epoch [73][1860/1879] lr: 8.172e-02, eta: 3 days, 16:13:28, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6270, loss_cls: 2.8097, loss: 2.8097, grad_norm: 2.1933 2021-07-09 00:48:38,571 - mmaction - INFO - Epoch [74][20/1879] lr: 8.124e-02, eta: 3 days, 16:17:04, time: 6.815, data_time: 5.565, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6562, loss_cls: 2.6803, loss: 2.6803, grad_norm: 2.1719 2021-07-09 00:48:55,606 - mmaction - INFO - Epoch [74][40/1879] lr: 8.124e-02, eta: 3 days, 16:16:41, time: 0.850, data_time: 0.005, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6414, loss_cls: 2.7286, loss: 2.7286, grad_norm: 2.2145 2021-07-09 00:49:12,775 - mmaction - INFO - Epoch [74][60/1879] lr: 8.124e-02, eta: 3 days, 16:16:20, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6309, loss_cls: 2.7824, loss: 2.7824, grad_norm: 2.2430 2021-07-09 00:49:29,989 - mmaction - INFO - Epoch [74][80/1879] lr: 8.124e-02, eta: 3 days, 16:15:58, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6410, loss_cls: 2.6826, loss: 2.6826, grad_norm: 2.2081 2021-07-09 00:49:47,262 - mmaction - INFO - Epoch [74][100/1879] lr: 8.124e-02, eta: 3 days, 16:15:36, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6453, loss_cls: 2.7447, loss: 2.7447, grad_norm: 2.2404 2021-07-09 00:50:04,618 - mmaction - INFO - Epoch [74][120/1879] lr: 8.124e-02, eta: 3 days, 16:15:15, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6555, loss_cls: 2.6901, loss: 2.6901, grad_norm: 2.2541 2021-07-09 00:50:22,067 - mmaction - INFO - Epoch [74][140/1879] lr: 8.124e-02, eta: 3 days, 16:14:54, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6539, loss_cls: 2.6827, loss: 2.6827, grad_norm: 2.2401 2021-07-09 00:50:39,573 - mmaction - INFO - Epoch [74][160/1879] lr: 8.124e-02, eta: 3 days, 16:14:33, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6367, loss_cls: 2.7557, loss: 2.7557, grad_norm: 2.1857 2021-07-09 00:50:57,081 - mmaction - INFO - Epoch [74][180/1879] lr: 8.124e-02, eta: 3 days, 16:14:12, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6547, loss_cls: 2.6530, loss: 2.6530, grad_norm: 2.2277 2021-07-09 00:51:14,399 - mmaction - INFO - Epoch [74][200/1879] lr: 8.124e-02, eta: 3 days, 16:13:51, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6504, loss_cls: 2.6439, loss: 2.6439, grad_norm: 2.1954 2021-07-09 00:51:31,953 - mmaction - INFO - Epoch [74][220/1879] lr: 8.124e-02, eta: 3 days, 16:13:30, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6383, loss_cls: 2.7067, loss: 2.7067, grad_norm: 2.2675 2021-07-09 00:51:49,318 - mmaction - INFO - Epoch [74][240/1879] lr: 8.124e-02, eta: 3 days, 16:13:09, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6570, loss_cls: 2.6243, loss: 2.6243, grad_norm: 2.2009 2021-07-09 00:52:06,818 - mmaction - INFO - Epoch [74][260/1879] lr: 8.124e-02, eta: 3 days, 16:12:48, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6461, loss_cls: 2.7250, loss: 2.7250, grad_norm: 2.2750 2021-07-09 00:52:24,141 - mmaction - INFO - Epoch [74][280/1879] lr: 8.124e-02, eta: 3 days, 16:12:26, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6496, loss_cls: 2.6877, loss: 2.6877, grad_norm: 2.2561 2021-07-09 00:52:41,704 - mmaction - INFO - Epoch [74][300/1879] lr: 8.124e-02, eta: 3 days, 16:12:05, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6457, loss_cls: 2.7328, loss: 2.7328, grad_norm: 2.2540 2021-07-09 00:52:59,227 - mmaction - INFO - Epoch [74][320/1879] lr: 8.124e-02, eta: 3 days, 16:11:45, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6312, loss_cls: 2.7331, loss: 2.7331, grad_norm: 2.1753 2021-07-09 00:53:16,792 - mmaction - INFO - Epoch [74][340/1879] lr: 8.124e-02, eta: 3 days, 16:11:24, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6398, loss_cls: 2.7178, loss: 2.7178, grad_norm: 2.2215 2021-07-09 00:53:34,234 - mmaction - INFO - Epoch [74][360/1879] lr: 8.124e-02, eta: 3 days, 16:11:03, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6621, loss_cls: 2.6375, loss: 2.6375, grad_norm: 2.1932 2021-07-09 00:53:51,667 - mmaction - INFO - Epoch [74][380/1879] lr: 8.124e-02, eta: 3 days, 16:10:42, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6582, loss_cls: 2.6924, loss: 2.6924, grad_norm: 2.2225 2021-07-09 00:54:09,140 - mmaction - INFO - Epoch [74][400/1879] lr: 8.124e-02, eta: 3 days, 16:10:21, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6469, loss_cls: 2.7265, loss: 2.7265, grad_norm: 2.3224 2021-07-09 00:54:26,678 - mmaction - INFO - Epoch [74][420/1879] lr: 8.124e-02, eta: 3 days, 16:10:00, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6609, loss_cls: 2.6884, loss: 2.6884, grad_norm: 2.2714 2021-07-09 00:54:43,987 - mmaction - INFO - Epoch [74][440/1879] lr: 8.124e-02, eta: 3 days, 16:09:38, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6441, loss_cls: 2.7202, loss: 2.7202, grad_norm: 2.2768 2021-07-09 00:55:01,394 - mmaction - INFO - Epoch [74][460/1879] lr: 8.124e-02, eta: 3 days, 16:09:17, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6496, loss_cls: 2.7313, loss: 2.7313, grad_norm: 2.2581 2021-07-09 00:55:18,964 - mmaction - INFO - Epoch [74][480/1879] lr: 8.124e-02, eta: 3 days, 16:08:56, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6566, loss_cls: 2.7128, loss: 2.7128, grad_norm: 2.2606 2021-07-09 00:55:36,423 - mmaction - INFO - Epoch [74][500/1879] lr: 8.124e-02, eta: 3 days, 16:08:35, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6430, loss_cls: 2.7524, loss: 2.7524, grad_norm: 2.2558 2021-07-09 00:55:53,813 - mmaction - INFO - Epoch [74][520/1879] lr: 8.124e-02, eta: 3 days, 16:08:14, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6523, loss_cls: 2.6814, loss: 2.6814, grad_norm: 2.2159 2021-07-09 00:56:11,204 - mmaction - INFO - Epoch [74][540/1879] lr: 8.124e-02, eta: 3 days, 16:07:53, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6492, loss_cls: 2.7380, loss: 2.7380, grad_norm: 2.2253 2021-07-09 00:56:28,863 - mmaction - INFO - Epoch [74][560/1879] lr: 8.124e-02, eta: 3 days, 16:07:32, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6473, loss_cls: 2.7112, loss: 2.7112, grad_norm: 2.2136 2021-07-09 00:56:46,323 - mmaction - INFO - Epoch [74][580/1879] lr: 8.124e-02, eta: 3 days, 16:07:11, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6301, loss_cls: 2.7753, loss: 2.7753, grad_norm: 2.2063 2021-07-09 00:57:03,777 - mmaction - INFO - Epoch [74][600/1879] lr: 8.124e-02, eta: 3 days, 16:06:50, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6262, loss_cls: 2.7562, loss: 2.7562, grad_norm: 2.2508 2021-07-09 00:57:21,127 - mmaction - INFO - Epoch [74][620/1879] lr: 8.124e-02, eta: 3 days, 16:06:29, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6406, loss_cls: 2.6825, loss: 2.6825, grad_norm: 2.2492 2021-07-09 00:57:38,634 - mmaction - INFO - Epoch [74][640/1879] lr: 8.124e-02, eta: 3 days, 16:06:08, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6418, loss_cls: 2.7258, loss: 2.7258, grad_norm: 2.2034 2021-07-09 00:57:56,084 - mmaction - INFO - Epoch [74][660/1879] lr: 8.124e-02, eta: 3 days, 16:05:47, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6473, loss_cls: 2.7133, loss: 2.7133, grad_norm: 2.2333 2021-07-09 00:58:13,518 - mmaction - INFO - Epoch [74][680/1879] lr: 8.124e-02, eta: 3 days, 16:05:26, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6520, loss_cls: 2.7352, loss: 2.7352, grad_norm: 2.2404 2021-07-09 00:58:30,911 - mmaction - INFO - Epoch [74][700/1879] lr: 8.124e-02, eta: 3 days, 16:05:05, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6398, loss_cls: 2.7576, loss: 2.7576, grad_norm: 2.2381 2021-07-09 00:58:48,254 - mmaction - INFO - Epoch [74][720/1879] lr: 8.124e-02, eta: 3 days, 16:04:43, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6512, loss_cls: 2.6902, loss: 2.6902, grad_norm: 2.1987 2021-07-09 00:59:05,646 - mmaction - INFO - Epoch [74][740/1879] lr: 8.124e-02, eta: 3 days, 16:04:22, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6297, loss_cls: 2.7387, loss: 2.7387, grad_norm: 2.2368 2021-07-09 00:59:23,047 - mmaction - INFO - Epoch [74][760/1879] lr: 8.124e-02, eta: 3 days, 16:04:01, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6605, loss_cls: 2.6293, loss: 2.6293, grad_norm: 2.2781 2021-07-09 00:59:40,646 - mmaction - INFO - Epoch [74][780/1879] lr: 8.124e-02, eta: 3 days, 16:03:40, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6457, loss_cls: 2.6931, loss: 2.6931, grad_norm: 2.2227 2021-07-09 00:59:58,010 - mmaction - INFO - Epoch [74][800/1879] lr: 8.124e-02, eta: 3 days, 16:03:19, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6402, loss_cls: 2.7314, loss: 2.7314, grad_norm: 2.2862 2021-07-09 01:00:15,555 - mmaction - INFO - Epoch [74][820/1879] lr: 8.124e-02, eta: 3 days, 16:02:58, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6289, loss_cls: 2.7458, loss: 2.7458, grad_norm: 2.2316 2021-07-09 01:00:33,189 - mmaction - INFO - Epoch [74][840/1879] lr: 8.124e-02, eta: 3 days, 16:02:38, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6398, loss_cls: 2.7414, loss: 2.7414, grad_norm: 2.1781 2021-07-09 01:00:50,563 - mmaction - INFO - Epoch [74][860/1879] lr: 8.124e-02, eta: 3 days, 16:02:17, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6531, loss_cls: 2.6560, loss: 2.6560, grad_norm: 2.2713 2021-07-09 01:01:08,009 - mmaction - INFO - Epoch [74][880/1879] lr: 8.124e-02, eta: 3 days, 16:01:55, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3719, top5_acc: 0.6270, loss_cls: 2.8543, loss: 2.8543, grad_norm: 2.2437 2021-07-09 01:01:25,493 - mmaction - INFO - Epoch [74][900/1879] lr: 8.124e-02, eta: 3 days, 16:01:34, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6461, loss_cls: 2.7039, loss: 2.7039, grad_norm: 2.2407 2021-07-09 01:01:42,974 - mmaction - INFO - Epoch [74][920/1879] lr: 8.124e-02, eta: 3 days, 16:01:14, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6309, loss_cls: 2.7532, loss: 2.7532, grad_norm: 2.2582 2021-07-09 01:02:00,484 - mmaction - INFO - Epoch [74][940/1879] lr: 8.124e-02, eta: 3 days, 16:00:53, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6539, loss_cls: 2.7318, loss: 2.7318, grad_norm: 2.2907 2021-07-09 01:02:17,984 - mmaction - INFO - Epoch [74][960/1879] lr: 8.124e-02, eta: 3 days, 16:00:32, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6520, loss_cls: 2.6816, loss: 2.6816, grad_norm: 2.1908 2021-07-09 01:02:35,452 - mmaction - INFO - Epoch [74][980/1879] lr: 8.124e-02, eta: 3 days, 16:00:11, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6484, loss_cls: 2.7367, loss: 2.7367, grad_norm: 2.1930 2021-07-09 01:02:52,851 - mmaction - INFO - Epoch [74][1000/1879] lr: 8.124e-02, eta: 3 days, 15:59:50, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6473, loss_cls: 2.7197, loss: 2.7197, grad_norm: 2.2789 2021-07-09 01:03:10,318 - mmaction - INFO - Epoch [74][1020/1879] lr: 8.124e-02, eta: 3 days, 15:59:29, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6398, loss_cls: 2.7241, loss: 2.7241, grad_norm: 2.2556 2021-07-09 01:03:27,657 - mmaction - INFO - Epoch [74][1040/1879] lr: 8.124e-02, eta: 3 days, 15:59:07, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6406, loss_cls: 2.6833, loss: 2.6833, grad_norm: 2.2110 2021-07-09 01:03:45,192 - mmaction - INFO - Epoch [74][1060/1879] lr: 8.124e-02, eta: 3 days, 15:58:47, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6469, loss_cls: 2.7103, loss: 2.7103, grad_norm: 2.1930 2021-07-09 01:04:02,544 - mmaction - INFO - Epoch [74][1080/1879] lr: 8.124e-02, eta: 3 days, 15:58:25, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3746, top5_acc: 0.6371, loss_cls: 2.7608, loss: 2.7608, grad_norm: 2.3198 2021-07-09 01:04:20,063 - mmaction - INFO - Epoch [74][1100/1879] lr: 8.124e-02, eta: 3 days, 15:58:04, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6547, loss_cls: 2.7176, loss: 2.7176, grad_norm: 2.1904 2021-07-09 01:04:37,690 - mmaction - INFO - Epoch [74][1120/1879] lr: 8.124e-02, eta: 3 days, 15:57:44, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6379, loss_cls: 2.7700, loss: 2.7700, grad_norm: 2.2358 2021-07-09 01:04:55,114 - mmaction - INFO - Epoch [74][1140/1879] lr: 8.124e-02, eta: 3 days, 15:57:23, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6562, loss_cls: 2.6977, loss: 2.6977, grad_norm: 2.2229 2021-07-09 01:05:12,543 - mmaction - INFO - Epoch [74][1160/1879] lr: 8.124e-02, eta: 3 days, 15:57:02, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6398, loss_cls: 2.7212, loss: 2.7212, grad_norm: 2.2169 2021-07-09 01:05:29,928 - mmaction - INFO - Epoch [74][1180/1879] lr: 8.124e-02, eta: 3 days, 15:56:40, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6574, loss_cls: 2.7015, loss: 2.7015, grad_norm: 2.2615 2021-07-09 01:05:47,536 - mmaction - INFO - Epoch [74][1200/1879] lr: 8.124e-02, eta: 3 days, 15:56:20, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6477, loss_cls: 2.7414, loss: 2.7414, grad_norm: 2.2274 2021-07-09 01:06:05,005 - mmaction - INFO - Epoch [74][1220/1879] lr: 8.124e-02, eta: 3 days, 15:55:59, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6371, loss_cls: 2.7352, loss: 2.7352, grad_norm: 2.2229 2021-07-09 01:06:22,531 - mmaction - INFO - Epoch [74][1240/1879] lr: 8.124e-02, eta: 3 days, 15:55:38, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6316, loss_cls: 2.7725, loss: 2.7725, grad_norm: 2.2331 2021-07-09 01:06:40,175 - mmaction - INFO - Epoch [74][1260/1879] lr: 8.124e-02, eta: 3 days, 15:55:17, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6516, loss_cls: 2.7145, loss: 2.7145, grad_norm: 2.2826 2021-07-09 01:06:57,647 - mmaction - INFO - Epoch [74][1280/1879] lr: 8.124e-02, eta: 3 days, 15:54:56, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6410, loss_cls: 2.7049, loss: 2.7049, grad_norm: 2.1785 2021-07-09 01:07:15,203 - mmaction - INFO - Epoch [74][1300/1879] lr: 8.124e-02, eta: 3 days, 15:54:36, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6281, loss_cls: 2.7868, loss: 2.7868, grad_norm: 2.2594 2021-07-09 01:07:32,565 - mmaction - INFO - Epoch [74][1320/1879] lr: 8.124e-02, eta: 3 days, 15:54:14, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6434, loss_cls: 2.7456, loss: 2.7456, grad_norm: 2.2592 2021-07-09 01:07:50,025 - mmaction - INFO - Epoch [74][1340/1879] lr: 8.124e-02, eta: 3 days, 15:53:53, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6391, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.2634 2021-07-09 01:08:07,404 - mmaction - INFO - Epoch [74][1360/1879] lr: 8.124e-02, eta: 3 days, 15:53:32, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6277, loss_cls: 2.8000, loss: 2.8000, grad_norm: 2.2529 2021-07-09 01:08:24,830 - mmaction - INFO - Epoch [74][1380/1879] lr: 8.124e-02, eta: 3 days, 15:53:11, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6254, loss_cls: 2.8084, loss: 2.8084, grad_norm: 2.2494 2021-07-09 01:08:42,275 - mmaction - INFO - Epoch [74][1400/1879] lr: 8.124e-02, eta: 3 days, 15:52:50, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6602, loss_cls: 2.6489, loss: 2.6489, grad_norm: 2.1753 2021-07-09 01:08:59,636 - mmaction - INFO - Epoch [74][1420/1879] lr: 8.124e-02, eta: 3 days, 15:52:29, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6281, loss_cls: 2.7627, loss: 2.7627, grad_norm: 2.2789 2021-07-09 01:09:17,098 - mmaction - INFO - Epoch [74][1440/1879] lr: 8.124e-02, eta: 3 days, 15:52:08, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6406, loss_cls: 2.7385, loss: 2.7385, grad_norm: 2.2240 2021-07-09 01:09:34,598 - mmaction - INFO - Epoch [74][1460/1879] lr: 8.124e-02, eta: 3 days, 15:51:47, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6512, loss_cls: 2.6629, loss: 2.6629, grad_norm: 2.2079 2021-07-09 01:09:52,066 - mmaction - INFO - Epoch [74][1480/1879] lr: 8.124e-02, eta: 3 days, 15:51:26, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6367, loss_cls: 2.7485, loss: 2.7485, grad_norm: 2.2696 2021-07-09 01:10:09,463 - mmaction - INFO - Epoch [74][1500/1879] lr: 8.124e-02, eta: 3 days, 15:51:05, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6332, loss_cls: 2.7522, loss: 2.7522, grad_norm: 2.3056 2021-07-09 01:10:26,905 - mmaction - INFO - Epoch [74][1520/1879] lr: 8.124e-02, eta: 3 days, 15:50:44, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6156, loss_cls: 2.8313, loss: 2.8313, grad_norm: 2.2705 2021-07-09 01:10:44,352 - mmaction - INFO - Epoch [74][1540/1879] lr: 8.124e-02, eta: 3 days, 15:50:23, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6480, loss_cls: 2.7531, loss: 2.7531, grad_norm: 2.2269 2021-07-09 01:11:01,750 - mmaction - INFO - Epoch [74][1560/1879] lr: 8.124e-02, eta: 3 days, 15:50:02, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6508, loss_cls: 2.6692, loss: 2.6692, grad_norm: 2.2112 2021-07-09 01:11:19,280 - mmaction - INFO - Epoch [74][1580/1879] lr: 8.124e-02, eta: 3 days, 15:49:41, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6438, loss_cls: 2.7695, loss: 2.7695, grad_norm: 2.2891 2021-07-09 01:11:36,680 - mmaction - INFO - Epoch [74][1600/1879] lr: 8.124e-02, eta: 3 days, 15:49:20, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6434, loss_cls: 2.7063, loss: 2.7063, grad_norm: 2.2300 2021-07-09 01:11:54,153 - mmaction - INFO - Epoch [74][1620/1879] lr: 8.124e-02, eta: 3 days, 15:48:59, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6566, loss_cls: 2.6701, loss: 2.6701, grad_norm: 2.1817 2021-07-09 01:12:11,499 - mmaction - INFO - Epoch [74][1640/1879] lr: 8.124e-02, eta: 3 days, 15:48:38, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6438, loss_cls: 2.7452, loss: 2.7452, grad_norm: 2.2610 2021-07-09 01:12:28,993 - mmaction - INFO - Epoch [74][1660/1879] lr: 8.124e-02, eta: 3 days, 15:48:17, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6492, loss_cls: 2.6886, loss: 2.6886, grad_norm: 2.2217 2021-07-09 01:12:46,435 - mmaction - INFO - Epoch [74][1680/1879] lr: 8.124e-02, eta: 3 days, 15:47:56, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6430, loss_cls: 2.7430, loss: 2.7430, grad_norm: 2.2334 2021-07-09 01:13:03,887 - mmaction - INFO - Epoch [74][1700/1879] lr: 8.124e-02, eta: 3 days, 15:47:35, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6594, loss_cls: 2.6327, loss: 2.6327, grad_norm: 2.2060 2021-07-09 01:13:21,232 - mmaction - INFO - Epoch [74][1720/1879] lr: 8.124e-02, eta: 3 days, 15:47:13, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6320, loss_cls: 2.7827, loss: 2.7827, grad_norm: 2.2508 2021-07-09 01:13:38,778 - mmaction - INFO - Epoch [74][1740/1879] lr: 8.124e-02, eta: 3 days, 15:46:53, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6422, loss_cls: 2.7398, loss: 2.7398, grad_norm: 2.2044 2021-07-09 01:13:56,167 - mmaction - INFO - Epoch [74][1760/1879] lr: 8.124e-02, eta: 3 days, 15:46:32, time: 0.870, data_time: 0.009, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6594, loss_cls: 2.6208, loss: 2.6208, grad_norm: 2.2185 2021-07-09 01:14:13,707 - mmaction - INFO - Epoch [74][1780/1879] lr: 8.124e-02, eta: 3 days, 15:46:11, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6340, loss_cls: 2.7849, loss: 2.7849, grad_norm: 2.2489 2021-07-09 01:14:31,101 - mmaction - INFO - Epoch [74][1800/1879] lr: 8.124e-02, eta: 3 days, 15:45:50, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6508, loss_cls: 2.7084, loss: 2.7084, grad_norm: 2.1921 2021-07-09 01:14:48,553 - mmaction - INFO - Epoch [74][1820/1879] lr: 8.124e-02, eta: 3 days, 15:45:29, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6285, loss_cls: 2.7892, loss: 2.7892, grad_norm: 2.2615 2021-07-09 01:15:06,106 - mmaction - INFO - Epoch [74][1840/1879] lr: 8.124e-02, eta: 3 days, 15:45:08, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6336, loss_cls: 2.7824, loss: 2.7824, grad_norm: 2.2489 2021-07-09 01:15:23,463 - mmaction - INFO - Epoch [74][1860/1879] lr: 8.124e-02, eta: 3 days, 15:44:47, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6398, loss_cls: 2.7741, loss: 2.7741, grad_norm: 2.2756 2021-07-09 01:17:16,445 - mmaction - INFO - Epoch [75][20/1879] lr: 8.076e-02, eta: 3 days, 15:46:30, time: 4.632, data_time: 3.497, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6473, loss_cls: 2.7133, loss: 2.7133, grad_norm: 2.2327 2021-07-09 01:17:33,738 - mmaction - INFO - Epoch [75][40/1879] lr: 8.076e-02, eta: 3 days, 15:46:09, time: 0.864, data_time: 0.007, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6547, loss_cls: 2.6659, loss: 2.6659, grad_norm: 2.1901 2021-07-09 01:17:51,106 - mmaction - INFO - Epoch [75][60/1879] lr: 8.076e-02, eta: 3 days, 15:45:47, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3809, top5_acc: 0.6527, loss_cls: 2.7305, loss: 2.7305, grad_norm: 2.2626 2021-07-09 01:18:08,565 - mmaction - INFO - Epoch [75][80/1879] lr: 8.076e-02, eta: 3 days, 15:45:26, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6574, loss_cls: 2.6499, loss: 2.6499, grad_norm: 2.1777 2021-07-09 01:18:25,964 - mmaction - INFO - Epoch [75][100/1879] lr: 8.076e-02, eta: 3 days, 15:45:05, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6445, loss_cls: 2.7004, loss: 2.7004, grad_norm: 2.2183 2021-07-09 01:18:43,666 - mmaction - INFO - Epoch [75][120/1879] lr: 8.076e-02, eta: 3 days, 15:44:45, time: 0.884, data_time: 0.005, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6590, loss_cls: 2.6478, loss: 2.6478, grad_norm: 2.2258 2021-07-09 01:19:01,149 - mmaction - INFO - Epoch [75][140/1879] lr: 8.076e-02, eta: 3 days, 15:44:24, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6445, loss_cls: 2.6908, loss: 2.6908, grad_norm: 2.2620 2021-07-09 01:19:18,504 - mmaction - INFO - Epoch [75][160/1879] lr: 8.076e-02, eta: 3 days, 15:44:03, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6566, loss_cls: 2.6488, loss: 2.6488, grad_norm: 2.1601 2021-07-09 01:19:35,938 - mmaction - INFO - Epoch [75][180/1879] lr: 8.076e-02, eta: 3 days, 15:43:42, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6496, loss_cls: 2.6753, loss: 2.6753, grad_norm: 2.2406 2021-07-09 01:19:53,316 - mmaction - INFO - Epoch [75][200/1879] lr: 8.076e-02, eta: 3 days, 15:43:20, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6402, loss_cls: 2.6946, loss: 2.6946, grad_norm: 2.2148 2021-07-09 01:20:10,848 - mmaction - INFO - Epoch [75][220/1879] lr: 8.076e-02, eta: 3 days, 15:43:00, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6508, loss_cls: 2.6683, loss: 2.6683, grad_norm: 2.2184 2021-07-09 01:20:28,344 - mmaction - INFO - Epoch [75][240/1879] lr: 8.076e-02, eta: 3 days, 15:42:39, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6410, loss_cls: 2.7220, loss: 2.7220, grad_norm: 2.2228 2021-07-09 01:20:45,856 - mmaction - INFO - Epoch [75][260/1879] lr: 8.076e-02, eta: 3 days, 15:42:18, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6418, loss_cls: 2.6850, loss: 2.6850, grad_norm: 2.2260 2021-07-09 01:21:03,192 - mmaction - INFO - Epoch [75][280/1879] lr: 8.076e-02, eta: 3 days, 15:41:57, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6430, loss_cls: 2.7644, loss: 2.7644, grad_norm: 2.2980 2021-07-09 01:21:20,691 - mmaction - INFO - Epoch [75][300/1879] lr: 8.076e-02, eta: 3 days, 15:41:36, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6332, loss_cls: 2.7305, loss: 2.7305, grad_norm: 2.2120 2021-07-09 01:21:38,143 - mmaction - INFO - Epoch [75][320/1879] lr: 8.076e-02, eta: 3 days, 15:41:15, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6387, loss_cls: 2.7379, loss: 2.7379, grad_norm: 2.2384 2021-07-09 01:21:55,605 - mmaction - INFO - Epoch [75][340/1879] lr: 8.076e-02, eta: 3 days, 15:40:54, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.6496, loss: 2.6496, grad_norm: 2.2422 2021-07-09 01:22:13,005 - mmaction - INFO - Epoch [75][360/1879] lr: 8.076e-02, eta: 3 days, 15:40:33, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6406, loss_cls: 2.7493, loss: 2.7493, grad_norm: 2.3041 2021-07-09 01:22:30,435 - mmaction - INFO - Epoch [75][380/1879] lr: 8.076e-02, eta: 3 days, 15:40:12, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6406, loss_cls: 2.7282, loss: 2.7282, grad_norm: 2.2486 2021-07-09 01:22:47,893 - mmaction - INFO - Epoch [75][400/1879] lr: 8.076e-02, eta: 3 days, 15:39:51, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6320, loss_cls: 2.7503, loss: 2.7503, grad_norm: 2.2299 2021-07-09 01:23:05,494 - mmaction - INFO - Epoch [75][420/1879] lr: 8.076e-02, eta: 3 days, 15:39:30, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6543, loss_cls: 2.6812, loss: 2.6812, grad_norm: 2.2006 2021-07-09 01:23:22,991 - mmaction - INFO - Epoch [75][440/1879] lr: 8.076e-02, eta: 3 days, 15:39:09, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6422, loss_cls: 2.7142, loss: 2.7142, grad_norm: 2.1990 2021-07-09 01:23:40,465 - mmaction - INFO - Epoch [75][460/1879] lr: 8.076e-02, eta: 3 days, 15:38:48, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6648, loss_cls: 2.6716, loss: 2.6716, grad_norm: 2.2350 2021-07-09 01:23:57,887 - mmaction - INFO - Epoch [75][480/1879] lr: 8.076e-02, eta: 3 days, 15:38:27, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6602, loss_cls: 2.6443, loss: 2.6443, grad_norm: 2.1828 2021-07-09 01:24:15,190 - mmaction - INFO - Epoch [75][500/1879] lr: 8.076e-02, eta: 3 days, 15:38:06, time: 0.867, data_time: 0.006, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6461, loss_cls: 2.7037, loss: 2.7037, grad_norm: 2.2747 2021-07-09 01:24:32,677 - mmaction - INFO - Epoch [75][520/1879] lr: 8.076e-02, eta: 3 days, 15:37:45, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6488, loss_cls: 2.7489, loss: 2.7489, grad_norm: 2.2043 2021-07-09 01:24:50,140 - mmaction - INFO - Epoch [75][540/1879] lr: 8.076e-02, eta: 3 days, 15:37:24, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6422, loss_cls: 2.7247, loss: 2.7247, grad_norm: 2.2096 2021-07-09 01:25:07,573 - mmaction - INFO - Epoch [75][560/1879] lr: 8.076e-02, eta: 3 days, 15:37:03, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6652, loss_cls: 2.6245, loss: 2.6245, grad_norm: 2.2365 2021-07-09 01:25:24,948 - mmaction - INFO - Epoch [75][580/1879] lr: 8.076e-02, eta: 3 days, 15:36:42, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6566, loss_cls: 2.6641, loss: 2.6641, grad_norm: 2.2209 2021-07-09 01:25:42,395 - mmaction - INFO - Epoch [75][600/1879] lr: 8.076e-02, eta: 3 days, 15:36:21, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6387, loss_cls: 2.7357, loss: 2.7357, grad_norm: 2.2198 2021-07-09 01:26:00,019 - mmaction - INFO - Epoch [75][620/1879] lr: 8.076e-02, eta: 3 days, 15:36:00, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6355, loss_cls: 2.8012, loss: 2.8012, grad_norm: 2.3048 2021-07-09 01:26:17,519 - mmaction - INFO - Epoch [75][640/1879] lr: 8.076e-02, eta: 3 days, 15:35:39, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6438, loss_cls: 2.7230, loss: 2.7230, grad_norm: 2.2579 2021-07-09 01:26:35,037 - mmaction - INFO - Epoch [75][660/1879] lr: 8.076e-02, eta: 3 days, 15:35:18, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6367, loss_cls: 2.7707, loss: 2.7707, grad_norm: 2.2138 2021-07-09 01:26:52,418 - mmaction - INFO - Epoch [75][680/1879] lr: 8.076e-02, eta: 3 days, 15:34:57, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6402, loss_cls: 2.7454, loss: 2.7454, grad_norm: 2.2245 2021-07-09 01:27:09,917 - mmaction - INFO - Epoch [75][700/1879] lr: 8.076e-02, eta: 3 days, 15:34:36, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6570, loss_cls: 2.6896, loss: 2.6896, grad_norm: 2.2351 2021-07-09 01:27:27,343 - mmaction - INFO - Epoch [75][720/1879] lr: 8.076e-02, eta: 3 days, 15:34:15, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6402, loss_cls: 2.7039, loss: 2.7039, grad_norm: 2.2460 2021-07-09 01:27:44,757 - mmaction - INFO - Epoch [75][740/1879] lr: 8.076e-02, eta: 3 days, 15:33:54, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6395, loss_cls: 2.7270, loss: 2.7270, grad_norm: 2.2096 2021-07-09 01:28:02,274 - mmaction - INFO - Epoch [75][760/1879] lr: 8.076e-02, eta: 3 days, 15:33:33, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6457, loss_cls: 2.7052, loss: 2.7052, grad_norm: 2.2222 2021-07-09 01:28:19,704 - mmaction - INFO - Epoch [75][780/1879] lr: 8.076e-02, eta: 3 days, 15:33:12, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6531, loss_cls: 2.6890, loss: 2.6890, grad_norm: 2.2082 2021-07-09 01:28:37,204 - mmaction - INFO - Epoch [75][800/1879] lr: 8.076e-02, eta: 3 days, 15:32:52, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6500, loss_cls: 2.7100, loss: 2.7100, grad_norm: 2.2344 2021-07-09 01:28:54,621 - mmaction - INFO - Epoch [75][820/1879] lr: 8.076e-02, eta: 3 days, 15:32:30, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6426, loss_cls: 2.7360, loss: 2.7360, grad_norm: 2.2796 2021-07-09 01:29:12,006 - mmaction - INFO - Epoch [75][840/1879] lr: 8.076e-02, eta: 3 days, 15:32:09, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6555, loss_cls: 2.6623, loss: 2.6623, grad_norm: 2.1735 2021-07-09 01:29:29,470 - mmaction - INFO - Epoch [75][860/1879] lr: 8.076e-02, eta: 3 days, 15:31:48, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6484, loss_cls: 2.7132, loss: 2.7132, grad_norm: 2.2201 2021-07-09 01:29:46,954 - mmaction - INFO - Epoch [75][880/1879] lr: 8.076e-02, eta: 3 days, 15:31:27, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6383, loss_cls: 2.7093, loss: 2.7093, grad_norm: 2.2247 2021-07-09 01:30:04,488 - mmaction - INFO - Epoch [75][900/1879] lr: 8.076e-02, eta: 3 days, 15:31:07, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6555, loss_cls: 2.7129, loss: 2.7129, grad_norm: 2.2474 2021-07-09 01:30:21,974 - mmaction - INFO - Epoch [75][920/1879] lr: 8.076e-02, eta: 3 days, 15:30:46, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6488, loss_cls: 2.6773, loss: 2.6773, grad_norm: 2.2468 2021-07-09 01:30:39,525 - mmaction - INFO - Epoch [75][940/1879] lr: 8.076e-02, eta: 3 days, 15:30:25, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6391, loss_cls: 2.7195, loss: 2.7195, grad_norm: 2.2268 2021-07-09 01:30:57,048 - mmaction - INFO - Epoch [75][960/1879] lr: 8.076e-02, eta: 3 days, 15:30:04, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6520, loss_cls: 2.7081, loss: 2.7081, grad_norm: 2.2626 2021-07-09 01:31:14,566 - mmaction - INFO - Epoch [75][980/1879] lr: 8.076e-02, eta: 3 days, 15:29:44, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3730, top5_acc: 0.6188, loss_cls: 2.8248, loss: 2.8248, grad_norm: 2.2480 2021-07-09 01:31:31,907 - mmaction - INFO - Epoch [75][1000/1879] lr: 8.076e-02, eta: 3 days, 15:29:22, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6359, loss_cls: 2.7986, loss: 2.7986, grad_norm: 2.2465 2021-07-09 01:31:49,293 - mmaction - INFO - Epoch [75][1020/1879] lr: 8.076e-02, eta: 3 days, 15:29:01, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6574, loss_cls: 2.6766, loss: 2.6766, grad_norm: 2.2495 2021-07-09 01:32:06,950 - mmaction - INFO - Epoch [75][1040/1879] lr: 8.076e-02, eta: 3 days, 15:28:41, time: 0.883, data_time: 0.003, memory: 6462, top1_acc: 0.3770, top5_acc: 0.6383, loss_cls: 2.7627, loss: 2.7627, grad_norm: 2.2091 2021-07-09 01:32:24,344 - mmaction - INFO - Epoch [75][1060/1879] lr: 8.076e-02, eta: 3 days, 15:28:20, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3711, top5_acc: 0.6328, loss_cls: 2.8219, loss: 2.8219, grad_norm: 2.2571 2021-07-09 01:32:41,768 - mmaction - INFO - Epoch [75][1080/1879] lr: 8.076e-02, eta: 3 days, 15:27:59, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6445, loss_cls: 2.7317, loss: 2.7317, grad_norm: 2.2300 2021-07-09 01:32:59,381 - mmaction - INFO - Epoch [75][1100/1879] lr: 8.076e-02, eta: 3 days, 15:27:38, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6426, loss_cls: 2.7602, loss: 2.7602, grad_norm: 2.2840 2021-07-09 01:33:16,942 - mmaction - INFO - Epoch [75][1120/1879] lr: 8.076e-02, eta: 3 days, 15:27:17, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6391, loss_cls: 2.7129, loss: 2.7129, grad_norm: 2.2307 2021-07-09 01:33:34,410 - mmaction - INFO - Epoch [75][1140/1879] lr: 8.076e-02, eta: 3 days, 15:26:56, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6422, loss_cls: 2.7454, loss: 2.7454, grad_norm: 2.1908 2021-07-09 01:33:51,776 - mmaction - INFO - Epoch [75][1160/1879] lr: 8.076e-02, eta: 3 days, 15:26:35, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6387, loss_cls: 2.7465, loss: 2.7465, grad_norm: 2.2437 2021-07-09 01:34:09,287 - mmaction - INFO - Epoch [75][1180/1879] lr: 8.076e-02, eta: 3 days, 15:26:14, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6391, loss_cls: 2.7549, loss: 2.7549, grad_norm: 2.2398 2021-07-09 01:34:26,829 - mmaction - INFO - Epoch [75][1200/1879] lr: 8.076e-02, eta: 3 days, 15:25:54, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6496, loss_cls: 2.7486, loss: 2.7486, grad_norm: 2.2492 2021-07-09 01:34:44,289 - mmaction - INFO - Epoch [75][1220/1879] lr: 8.076e-02, eta: 3 days, 15:25:33, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6547, loss_cls: 2.6858, loss: 2.6858, grad_norm: 2.2269 2021-07-09 01:35:01,617 - mmaction - INFO - Epoch [75][1240/1879] lr: 8.076e-02, eta: 3 days, 15:25:12, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6551, loss_cls: 2.6804, loss: 2.6804, grad_norm: 2.2116 2021-07-09 01:35:19,152 - mmaction - INFO - Epoch [75][1260/1879] lr: 8.076e-02, eta: 3 days, 15:24:51, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6410, loss_cls: 2.7170, loss: 2.7170, grad_norm: 2.2337 2021-07-09 01:35:36,751 - mmaction - INFO - Epoch [75][1280/1879] lr: 8.076e-02, eta: 3 days, 15:24:30, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6645, loss_cls: 2.5946, loss: 2.5946, grad_norm: 2.1977 2021-07-09 01:35:54,168 - mmaction - INFO - Epoch [75][1300/1879] lr: 8.076e-02, eta: 3 days, 15:24:09, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6418, loss_cls: 2.7319, loss: 2.7319, grad_norm: 2.2346 2021-07-09 01:36:11,682 - mmaction - INFO - Epoch [75][1320/1879] lr: 8.076e-02, eta: 3 days, 15:23:48, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6477, loss_cls: 2.6628, loss: 2.6628, grad_norm: 2.1950 2021-07-09 01:36:29,244 - mmaction - INFO - Epoch [75][1340/1879] lr: 8.076e-02, eta: 3 days, 15:23:28, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6434, loss_cls: 2.7336, loss: 2.7336, grad_norm: 2.2537 2021-07-09 01:36:46,624 - mmaction - INFO - Epoch [75][1360/1879] lr: 8.076e-02, eta: 3 days, 15:23:07, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6484, loss_cls: 2.6986, loss: 2.6986, grad_norm: 2.2246 2021-07-09 01:37:04,010 - mmaction - INFO - Epoch [75][1380/1879] lr: 8.076e-02, eta: 3 days, 15:22:45, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6328, loss_cls: 2.7760, loss: 2.7760, grad_norm: 2.2821 2021-07-09 01:37:21,579 - mmaction - INFO - Epoch [75][1400/1879] lr: 8.076e-02, eta: 3 days, 15:22:25, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3812, top5_acc: 0.6457, loss_cls: 2.7776, loss: 2.7776, grad_norm: 2.2047 2021-07-09 01:37:38,942 - mmaction - INFO - Epoch [75][1420/1879] lr: 8.076e-02, eta: 3 days, 15:22:04, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3707, top5_acc: 0.5984, loss_cls: 2.9372, loss: 2.9372, grad_norm: 2.2209 2021-07-09 01:37:56,392 - mmaction - INFO - Epoch [75][1440/1879] lr: 8.076e-02, eta: 3 days, 15:21:43, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6449, loss_cls: 2.7221, loss: 2.7221, grad_norm: 2.2139 2021-07-09 01:38:13,784 - mmaction - INFO - Epoch [75][1460/1879] lr: 8.076e-02, eta: 3 days, 15:21:22, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6242, loss_cls: 2.7849, loss: 2.7849, grad_norm: 2.2083 2021-07-09 01:38:31,163 - mmaction - INFO - Epoch [75][1480/1879] lr: 8.076e-02, eta: 3 days, 15:21:00, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6680, loss_cls: 2.6319, loss: 2.6319, grad_norm: 2.2093 2021-07-09 01:38:48,709 - mmaction - INFO - Epoch [75][1500/1879] lr: 8.076e-02, eta: 3 days, 15:20:40, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6477, loss_cls: 2.6889, loss: 2.6889, grad_norm: 2.2134 2021-07-09 01:39:06,281 - mmaction - INFO - Epoch [75][1520/1879] lr: 8.076e-02, eta: 3 days, 15:20:19, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6406, loss_cls: 2.7838, loss: 2.7838, grad_norm: 2.1955 2021-07-09 01:39:23,661 - mmaction - INFO - Epoch [75][1540/1879] lr: 8.076e-02, eta: 3 days, 15:19:58, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6520, loss_cls: 2.6920, loss: 2.6920, grad_norm: 2.1630 2021-07-09 01:39:41,081 - mmaction - INFO - Epoch [75][1560/1879] lr: 8.076e-02, eta: 3 days, 15:19:37, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6453, loss_cls: 2.7285, loss: 2.7285, grad_norm: 2.2232 2021-07-09 01:39:58,453 - mmaction - INFO - Epoch [75][1580/1879] lr: 8.076e-02, eta: 3 days, 15:19:16, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6352, loss_cls: 2.7227, loss: 2.7227, grad_norm: 2.2794 2021-07-09 01:40:16,121 - mmaction - INFO - Epoch [75][1600/1879] lr: 8.076e-02, eta: 3 days, 15:18:55, time: 0.883, data_time: 0.003, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6355, loss_cls: 2.7820, loss: 2.7820, grad_norm: 2.2802 2021-07-09 01:40:33,637 - mmaction - INFO - Epoch [75][1620/1879] lr: 8.076e-02, eta: 3 days, 15:18:35, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6355, loss_cls: 2.7724, loss: 2.7724, grad_norm: 2.2105 2021-07-09 01:40:51,055 - mmaction - INFO - Epoch [75][1640/1879] lr: 8.076e-02, eta: 3 days, 15:18:14, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6590, loss_cls: 2.6398, loss: 2.6398, grad_norm: 2.2113 2021-07-09 01:41:08,510 - mmaction - INFO - Epoch [75][1660/1879] lr: 8.076e-02, eta: 3 days, 15:17:53, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6348, loss_cls: 2.7727, loss: 2.7727, grad_norm: 2.3016 2021-07-09 01:41:26,004 - mmaction - INFO - Epoch [75][1680/1879] lr: 8.076e-02, eta: 3 days, 15:17:32, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6434, loss_cls: 2.7500, loss: 2.7500, grad_norm: 2.2080 2021-07-09 01:41:43,450 - mmaction - INFO - Epoch [75][1700/1879] lr: 8.076e-02, eta: 3 days, 15:17:11, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6395, loss_cls: 2.7303, loss: 2.7303, grad_norm: 2.2293 2021-07-09 01:42:00,995 - mmaction - INFO - Epoch [75][1720/1879] lr: 8.076e-02, eta: 3 days, 15:16:50, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6293, loss_cls: 2.7579, loss: 2.7579, grad_norm: 2.2168 2021-07-09 01:42:18,502 - mmaction - INFO - Epoch [75][1740/1879] lr: 8.076e-02, eta: 3 days, 15:16:29, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6324, loss_cls: 2.7638, loss: 2.7638, grad_norm: 2.2698 2021-07-09 01:42:35,949 - mmaction - INFO - Epoch [75][1760/1879] lr: 8.076e-02, eta: 3 days, 15:16:08, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6469, loss_cls: 2.7256, loss: 2.7256, grad_norm: 2.2206 2021-07-09 01:42:53,452 - mmaction - INFO - Epoch [75][1780/1879] lr: 8.076e-02, eta: 3 days, 15:15:48, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6449, loss_cls: 2.6925, loss: 2.6925, grad_norm: 2.2566 2021-07-09 01:43:10,986 - mmaction - INFO - Epoch [75][1800/1879] lr: 8.076e-02, eta: 3 days, 15:15:27, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6559, loss_cls: 2.7055, loss: 2.7055, grad_norm: 2.2458 2021-07-09 01:43:28,548 - mmaction - INFO - Epoch [75][1820/1879] lr: 8.076e-02, eta: 3 days, 15:15:06, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6477, loss_cls: 2.7523, loss: 2.7523, grad_norm: 2.2881 2021-07-09 01:43:46,079 - mmaction - INFO - Epoch [75][1840/1879] lr: 8.076e-02, eta: 3 days, 15:14:46, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6406, loss_cls: 2.7451, loss: 2.7451, grad_norm: 2.2380 2021-07-09 01:44:03,604 - mmaction - INFO - Epoch [75][1860/1879] lr: 8.076e-02, eta: 3 days, 15:14:25, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6418, loss_cls: 2.7303, loss: 2.7303, grad_norm: 2.2274 2021-07-09 01:48:08,142 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 01:48:08,946 - mmaction - INFO - top1_acc 0.4375 top5_acc 0.7034 2021-07-09 01:48:08,946 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 01:48:09,014 - mmaction - INFO - mean_acc 0.4372 2021-07-09 01:48:09,020 - mmaction - INFO - Epoch(val) [75][155] top1_acc: 0.4375, top5_acc: 0.7034, mean_class_accuracy: 0.4372 2021-07-09 01:49:43,997 - mmaction - INFO - Epoch [76][20/1879] lr: 8.028e-02, eta: 3 days, 15:16:11, time: 4.746, data_time: 3.626, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6516, loss_cls: 2.6810, loss: 2.6810, grad_norm: 2.2872 2021-07-09 01:50:01,306 - mmaction - INFO - Epoch [76][40/1879] lr: 8.028e-02, eta: 3 days, 15:15:50, time: 0.864, data_time: 0.008, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6449, loss_cls: 2.7438, loss: 2.7438, grad_norm: 2.2856 2021-07-09 01:50:18,593 - mmaction - INFO - Epoch [76][60/1879] lr: 8.028e-02, eta: 3 days, 15:15:28, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6562, loss_cls: 2.6761, loss: 2.6761, grad_norm: 2.2423 2021-07-09 01:50:35,955 - mmaction - INFO - Epoch [76][80/1879] lr: 8.028e-02, eta: 3 days, 15:15:07, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6309, loss_cls: 2.7545, loss: 2.7545, grad_norm: 2.2200 2021-07-09 01:50:53,314 - mmaction - INFO - Epoch [76][100/1879] lr: 8.028e-02, eta: 3 days, 15:14:46, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6637, loss_cls: 2.6084, loss: 2.6084, grad_norm: 2.2382 2021-07-09 01:51:10,693 - mmaction - INFO - Epoch [76][120/1879] lr: 8.028e-02, eta: 3 days, 15:14:25, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6508, loss_cls: 2.7009, loss: 2.7009, grad_norm: 2.2753 2021-07-09 01:51:27,984 - mmaction - INFO - Epoch [76][140/1879] lr: 8.028e-02, eta: 3 days, 15:14:04, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6227, loss_cls: 2.8089, loss: 2.8089, grad_norm: 2.2390 2021-07-09 01:51:45,567 - mmaction - INFO - Epoch [76][160/1879] lr: 8.028e-02, eta: 3 days, 15:13:43, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6523, loss_cls: 2.6419, loss: 2.6419, grad_norm: 2.1510 2021-07-09 01:52:03,011 - mmaction - INFO - Epoch [76][180/1879] lr: 8.028e-02, eta: 3 days, 15:13:22, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6453, loss_cls: 2.6842, loss: 2.6842, grad_norm: 2.2463 2021-07-09 01:52:20,409 - mmaction - INFO - Epoch [76][200/1879] lr: 8.028e-02, eta: 3 days, 15:13:01, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6457, loss_cls: 2.7275, loss: 2.7275, grad_norm: 2.2222 2021-07-09 01:52:37,839 - mmaction - INFO - Epoch [76][220/1879] lr: 8.028e-02, eta: 3 days, 15:12:40, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6371, loss_cls: 2.7600, loss: 2.7600, grad_norm: 2.2382 2021-07-09 01:52:55,219 - mmaction - INFO - Epoch [76][240/1879] lr: 8.028e-02, eta: 3 days, 15:12:19, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6500, loss_cls: 2.6700, loss: 2.6700, grad_norm: 2.1772 2021-07-09 01:53:12,633 - mmaction - INFO - Epoch [76][260/1879] lr: 8.028e-02, eta: 3 days, 15:11:58, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6598, loss_cls: 2.6446, loss: 2.6446, grad_norm: 2.2496 2021-07-09 01:53:30,094 - mmaction - INFO - Epoch [76][280/1879] lr: 8.028e-02, eta: 3 days, 15:11:37, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6477, loss_cls: 2.6765, loss: 2.6765, grad_norm: 2.2237 2021-07-09 01:53:47,494 - mmaction - INFO - Epoch [76][300/1879] lr: 8.028e-02, eta: 3 days, 15:11:16, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6449, loss_cls: 2.7557, loss: 2.7557, grad_norm: 2.2598 2021-07-09 01:54:05,103 - mmaction - INFO - Epoch [76][320/1879] lr: 8.028e-02, eta: 3 days, 15:10:55, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6449, loss_cls: 2.7297, loss: 2.7297, grad_norm: 2.2480 2021-07-09 01:54:22,499 - mmaction - INFO - Epoch [76][340/1879] lr: 8.028e-02, eta: 3 days, 15:10:34, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6414, loss_cls: 2.7372, loss: 2.7372, grad_norm: 2.1878 2021-07-09 01:54:39,988 - mmaction - INFO - Epoch [76][360/1879] lr: 8.028e-02, eta: 3 days, 15:10:13, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6566, loss_cls: 2.6709, loss: 2.6709, grad_norm: 2.2501 2021-07-09 01:54:57,383 - mmaction - INFO - Epoch [76][380/1879] lr: 8.028e-02, eta: 3 days, 15:09:52, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6559, loss_cls: 2.6875, loss: 2.6875, grad_norm: 2.2786 2021-07-09 01:55:14,880 - mmaction - INFO - Epoch [76][400/1879] lr: 8.028e-02, eta: 3 days, 15:09:31, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6449, loss_cls: 2.6739, loss: 2.6739, grad_norm: 2.2517 2021-07-09 01:55:32,376 - mmaction - INFO - Epoch [76][420/1879] lr: 8.028e-02, eta: 3 days, 15:09:11, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6566, loss_cls: 2.6746, loss: 2.6746, grad_norm: 2.2123 2021-07-09 01:55:49,766 - mmaction - INFO - Epoch [76][440/1879] lr: 8.028e-02, eta: 3 days, 15:08:50, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6598, loss_cls: 2.6919, loss: 2.6919, grad_norm: 2.2485 2021-07-09 01:56:07,178 - mmaction - INFO - Epoch [76][460/1879] lr: 8.028e-02, eta: 3 days, 15:08:28, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6473, loss_cls: 2.7027, loss: 2.7027, grad_norm: 2.2420 2021-07-09 01:56:24,575 - mmaction - INFO - Epoch [76][480/1879] lr: 8.028e-02, eta: 3 days, 15:08:07, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6590, loss_cls: 2.6494, loss: 2.6494, grad_norm: 2.2283 2021-07-09 01:56:41,987 - mmaction - INFO - Epoch [76][500/1879] lr: 8.028e-02, eta: 3 days, 15:07:46, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6551, loss_cls: 2.6616, loss: 2.6616, grad_norm: 2.2790 2021-07-09 01:56:59,483 - mmaction - INFO - Epoch [76][520/1879] lr: 8.028e-02, eta: 3 days, 15:07:26, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6406, loss_cls: 2.7512, loss: 2.7512, grad_norm: 2.2154 2021-07-09 01:57:17,120 - mmaction - INFO - Epoch [76][540/1879] lr: 8.028e-02, eta: 3 days, 15:07:05, time: 0.884, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6441, loss_cls: 2.6869, loss: 2.6869, grad_norm: 2.2533 2021-07-09 01:57:34,641 - mmaction - INFO - Epoch [76][560/1879] lr: 8.028e-02, eta: 3 days, 15:06:44, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6500, loss_cls: 2.7312, loss: 2.7312, grad_norm: 2.2156 2021-07-09 01:57:52,128 - mmaction - INFO - Epoch [76][580/1879] lr: 8.028e-02, eta: 3 days, 15:06:24, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6645, loss_cls: 2.6302, loss: 2.6302, grad_norm: 2.2331 2021-07-09 01:58:09,577 - mmaction - INFO - Epoch [76][600/1879] lr: 8.028e-02, eta: 3 days, 15:06:03, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6488, loss_cls: 2.6606, loss: 2.6606, grad_norm: 2.2605 2021-07-09 01:58:27,077 - mmaction - INFO - Epoch [76][620/1879] lr: 8.028e-02, eta: 3 days, 15:05:42, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6492, loss_cls: 2.7534, loss: 2.7534, grad_norm: 2.2661 2021-07-09 01:58:44,413 - mmaction - INFO - Epoch [76][640/1879] lr: 8.028e-02, eta: 3 days, 15:05:21, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6398, loss_cls: 2.7595, loss: 2.7595, grad_norm: 2.2930 2021-07-09 01:59:01,944 - mmaction - INFO - Epoch [76][660/1879] lr: 8.028e-02, eta: 3 days, 15:05:00, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6516, loss_cls: 2.6677, loss: 2.6677, grad_norm: 2.1726 2021-07-09 01:59:19,299 - mmaction - INFO - Epoch [76][680/1879] lr: 8.028e-02, eta: 3 days, 15:04:39, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6570, loss_cls: 2.6902, loss: 2.6902, grad_norm: 2.2268 2021-07-09 01:59:36,632 - mmaction - INFO - Epoch [76][700/1879] lr: 8.028e-02, eta: 3 days, 15:04:18, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6492, loss_cls: 2.6592, loss: 2.6592, grad_norm: 2.2767 2021-07-09 01:59:54,196 - mmaction - INFO - Epoch [76][720/1879] lr: 8.028e-02, eta: 3 days, 15:03:57, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6328, loss_cls: 2.7537, loss: 2.7537, grad_norm: 2.2442 2021-07-09 02:00:11,575 - mmaction - INFO - Epoch [76][740/1879] lr: 8.028e-02, eta: 3 days, 15:03:36, time: 0.870, data_time: 0.008, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6539, loss_cls: 2.7141, loss: 2.7141, grad_norm: 2.2174 2021-07-09 02:00:29,120 - mmaction - INFO - Epoch [76][760/1879] lr: 8.028e-02, eta: 3 days, 15:03:15, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6508, loss_cls: 2.7035, loss: 2.7035, grad_norm: 2.2699 2021-07-09 02:00:46,538 - mmaction - INFO - Epoch [76][780/1879] lr: 8.028e-02, eta: 3 days, 15:02:54, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6328, loss_cls: 2.7837, loss: 2.7837, grad_norm: 2.2432 2021-07-09 02:01:03,921 - mmaction - INFO - Epoch [76][800/1879] lr: 8.028e-02, eta: 3 days, 15:02:33, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6277, loss_cls: 2.7818, loss: 2.7818, grad_norm: 2.2098 2021-07-09 02:01:21,413 - mmaction - INFO - Epoch [76][820/1879] lr: 8.028e-02, eta: 3 days, 15:02:12, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6387, loss_cls: 2.7492, loss: 2.7492, grad_norm: 2.2246 2021-07-09 02:01:38,858 - mmaction - INFO - Epoch [76][840/1879] lr: 8.028e-02, eta: 3 days, 15:01:51, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6488, loss_cls: 2.6956, loss: 2.6956, grad_norm: 2.1796 2021-07-09 02:01:56,309 - mmaction - INFO - Epoch [76][860/1879] lr: 8.028e-02, eta: 3 days, 15:01:30, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3750, top5_acc: 0.6312, loss_cls: 2.8246, loss: 2.8246, grad_norm: 2.2663 2021-07-09 02:02:13,679 - mmaction - INFO - Epoch [76][880/1879] lr: 8.028e-02, eta: 3 days, 15:01:09, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6352, loss_cls: 2.7575, loss: 2.7575, grad_norm: 2.2528 2021-07-09 02:02:31,083 - mmaction - INFO - Epoch [76][900/1879] lr: 8.028e-02, eta: 3 days, 15:00:48, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3723, top5_acc: 0.6371, loss_cls: 2.7799, loss: 2.7799, grad_norm: 2.2812 2021-07-09 02:02:48,586 - mmaction - INFO - Epoch [76][920/1879] lr: 8.028e-02, eta: 3 days, 15:00:28, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6395, loss_cls: 2.7583, loss: 2.7583, grad_norm: 2.2536 2021-07-09 02:03:06,106 - mmaction - INFO - Epoch [76][940/1879] lr: 8.028e-02, eta: 3 days, 15:00:07, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6508, loss_cls: 2.7109, loss: 2.7109, grad_norm: 2.2550 2021-07-09 02:03:23,582 - mmaction - INFO - Epoch [76][960/1879] lr: 8.028e-02, eta: 3 days, 14:59:46, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6449, loss_cls: 2.6946, loss: 2.6946, grad_norm: 2.2596 2021-07-09 02:03:41,030 - mmaction - INFO - Epoch [76][980/1879] lr: 8.028e-02, eta: 3 days, 14:59:25, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6457, loss_cls: 2.7112, loss: 2.7112, grad_norm: 2.2287 2021-07-09 02:03:58,507 - mmaction - INFO - Epoch [76][1000/1879] lr: 8.028e-02, eta: 3 days, 14:59:04, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6477, loss_cls: 2.7288, loss: 2.7288, grad_norm: 2.1917 2021-07-09 02:04:15,944 - mmaction - INFO - Epoch [76][1020/1879] lr: 8.028e-02, eta: 3 days, 14:58:43, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6590, loss_cls: 2.6465, loss: 2.6465, grad_norm: 2.2647 2021-07-09 02:04:33,393 - mmaction - INFO - Epoch [76][1040/1879] lr: 8.028e-02, eta: 3 days, 14:58:22, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6543, loss_cls: 2.7130, loss: 2.7130, grad_norm: 2.2872 2021-07-09 02:04:50,845 - mmaction - INFO - Epoch [76][1060/1879] lr: 8.028e-02, eta: 3 days, 14:58:01, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6547, loss_cls: 2.6754, loss: 2.6754, grad_norm: 2.2135 2021-07-09 02:05:08,321 - mmaction - INFO - Epoch [76][1080/1879] lr: 8.028e-02, eta: 3 days, 14:57:41, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6188, loss_cls: 2.8298, loss: 2.8298, grad_norm: 2.2995 2021-07-09 02:05:25,812 - mmaction - INFO - Epoch [76][1100/1879] lr: 8.028e-02, eta: 3 days, 14:57:20, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6480, loss_cls: 2.7155, loss: 2.7155, grad_norm: 2.2362 2021-07-09 02:05:43,311 - mmaction - INFO - Epoch [76][1120/1879] lr: 8.028e-02, eta: 3 days, 14:56:59, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6551, loss_cls: 2.7060, loss: 2.7060, grad_norm: 2.1967 2021-07-09 02:06:00,839 - mmaction - INFO - Epoch [76][1140/1879] lr: 8.028e-02, eta: 3 days, 14:56:38, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6551, loss_cls: 2.6626, loss: 2.6626, grad_norm: 2.2025 2021-07-09 02:06:18,229 - mmaction - INFO - Epoch [76][1160/1879] lr: 8.028e-02, eta: 3 days, 14:56:17, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6434, loss_cls: 2.6959, loss: 2.6959, grad_norm: 2.2579 2021-07-09 02:06:35,728 - mmaction - INFO - Epoch [76][1180/1879] lr: 8.028e-02, eta: 3 days, 14:55:56, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6457, loss_cls: 2.7265, loss: 2.7265, grad_norm: 2.2637 2021-07-09 02:06:53,134 - mmaction - INFO - Epoch [76][1200/1879] lr: 8.028e-02, eta: 3 days, 14:55:36, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6504, loss_cls: 2.6908, loss: 2.6908, grad_norm: 2.2485 2021-07-09 02:07:10,601 - mmaction - INFO - Epoch [76][1220/1879] lr: 8.028e-02, eta: 3 days, 14:55:15, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6551, loss_cls: 2.7105, loss: 2.7105, grad_norm: 2.2365 2021-07-09 02:07:28,016 - mmaction - INFO - Epoch [76][1240/1879] lr: 8.028e-02, eta: 3 days, 14:54:54, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3828, top5_acc: 0.6262, loss_cls: 2.8188, loss: 2.8188, grad_norm: 2.2647 2021-07-09 02:07:45,715 - mmaction - INFO - Epoch [76][1260/1879] lr: 8.028e-02, eta: 3 days, 14:54:33, time: 0.882, data_time: 0.002, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6363, loss_cls: 2.7448, loss: 2.7448, grad_norm: 2.2153 2021-07-09 02:08:03,049 - mmaction - INFO - Epoch [76][1280/1879] lr: 8.028e-02, eta: 3 days, 14:54:12, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6648, loss_cls: 2.6383, loss: 2.6383, grad_norm: 2.2590 2021-07-09 02:08:20,581 - mmaction - INFO - Epoch [76][1300/1879] lr: 8.028e-02, eta: 3 days, 14:53:51, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6457, loss_cls: 2.7394, loss: 2.7394, grad_norm: 2.2428 2021-07-09 02:08:37,950 - mmaction - INFO - Epoch [76][1320/1879] lr: 8.028e-02, eta: 3 days, 14:53:30, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6297, loss_cls: 2.7456, loss: 2.7456, grad_norm: 2.2517 2021-07-09 02:08:55,487 - mmaction - INFO - Epoch [76][1340/1879] lr: 8.028e-02, eta: 3 days, 14:53:10, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6590, loss_cls: 2.6601, loss: 2.6601, grad_norm: 2.1981 2021-07-09 02:09:12,882 - mmaction - INFO - Epoch [76][1360/1879] lr: 8.028e-02, eta: 3 days, 14:52:49, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6441, loss_cls: 2.7324, loss: 2.7324, grad_norm: 2.2368 2021-07-09 02:09:30,441 - mmaction - INFO - Epoch [76][1380/1879] lr: 8.028e-02, eta: 3 days, 14:52:28, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6344, loss_cls: 2.7344, loss: 2.7344, grad_norm: 2.2578 2021-07-09 02:09:48,028 - mmaction - INFO - Epoch [76][1400/1879] lr: 8.028e-02, eta: 3 days, 14:52:07, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6355, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.2090 2021-07-09 02:10:05,559 - mmaction - INFO - Epoch [76][1420/1879] lr: 8.028e-02, eta: 3 days, 14:51:47, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6395, loss_cls: 2.7390, loss: 2.7390, grad_norm: 2.2245 2021-07-09 02:10:23,051 - mmaction - INFO - Epoch [76][1440/1879] lr: 8.028e-02, eta: 3 days, 14:51:26, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6438, loss_cls: 2.7590, loss: 2.7590, grad_norm: 2.2398 2021-07-09 02:10:40,538 - mmaction - INFO - Epoch [76][1460/1879] lr: 8.028e-02, eta: 3 days, 14:51:05, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6418, loss_cls: 2.6825, loss: 2.6825, grad_norm: 2.2126 2021-07-09 02:10:58,025 - mmaction - INFO - Epoch [76][1480/1879] lr: 8.028e-02, eta: 3 days, 14:50:44, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6328, loss_cls: 2.7627, loss: 2.7627, grad_norm: 2.2587 2021-07-09 02:11:15,484 - mmaction - INFO - Epoch [76][1500/1879] lr: 8.028e-02, eta: 3 days, 14:50:23, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6625, loss_cls: 2.6537, loss: 2.6537, grad_norm: 2.2100 2021-07-09 02:11:33,151 - mmaction - INFO - Epoch [76][1520/1879] lr: 8.028e-02, eta: 3 days, 14:50:03, time: 0.886, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6523, loss_cls: 2.7088, loss: 2.7088, grad_norm: 2.2569 2021-07-09 02:11:50,540 - mmaction - INFO - Epoch [76][1540/1879] lr: 8.028e-02, eta: 3 days, 14:49:42, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6551, loss_cls: 2.6624, loss: 2.6624, grad_norm: 2.2288 2021-07-09 02:12:07,912 - mmaction - INFO - Epoch [76][1560/1879] lr: 8.028e-02, eta: 3 days, 14:49:21, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6535, loss_cls: 2.6854, loss: 2.6854, grad_norm: 2.2412 2021-07-09 02:12:25,411 - mmaction - INFO - Epoch [76][1580/1879] lr: 8.028e-02, eta: 3 days, 14:49:00, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6309, loss_cls: 2.7986, loss: 2.7986, grad_norm: 2.2598 2021-07-09 02:12:42,945 - mmaction - INFO - Epoch [76][1600/1879] lr: 8.028e-02, eta: 3 days, 14:48:40, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6426, loss_cls: 2.7481, loss: 2.7481, grad_norm: 2.2578 2021-07-09 02:13:00,618 - mmaction - INFO - Epoch [76][1620/1879] lr: 8.028e-02, eta: 3 days, 14:48:19, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6375, loss_cls: 2.7208, loss: 2.7208, grad_norm: 2.2478 2021-07-09 02:13:18,077 - mmaction - INFO - Epoch [76][1640/1879] lr: 8.028e-02, eta: 3 days, 14:47:58, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6520, loss_cls: 2.6989, loss: 2.6989, grad_norm: 2.2354 2021-07-09 02:13:35,365 - mmaction - INFO - Epoch [76][1660/1879] lr: 8.028e-02, eta: 3 days, 14:47:37, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6414, loss_cls: 2.7439, loss: 2.7439, grad_norm: 2.2106 2021-07-09 02:13:52,765 - mmaction - INFO - Epoch [76][1680/1879] lr: 8.028e-02, eta: 3 days, 14:47:16, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6414, loss_cls: 2.7398, loss: 2.7398, grad_norm: 2.1698 2021-07-09 02:14:10,208 - mmaction - INFO - Epoch [76][1700/1879] lr: 8.028e-02, eta: 3 days, 14:46:55, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6504, loss_cls: 2.7200, loss: 2.7200, grad_norm: 2.2463 2021-07-09 02:14:27,719 - mmaction - INFO - Epoch [76][1720/1879] lr: 8.028e-02, eta: 3 days, 14:46:35, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3656, top5_acc: 0.6273, loss_cls: 2.8334, loss: 2.8334, grad_norm: 2.2581 2021-07-09 02:14:45,133 - mmaction - INFO - Epoch [76][1740/1879] lr: 8.028e-02, eta: 3 days, 14:46:14, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6367, loss_cls: 2.7368, loss: 2.7368, grad_norm: 2.2219 2021-07-09 02:15:02,541 - mmaction - INFO - Epoch [76][1760/1879] lr: 8.028e-02, eta: 3 days, 14:45:53, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6344, loss_cls: 2.8009, loss: 2.8009, grad_norm: 2.2424 2021-07-09 02:15:20,025 - mmaction - INFO - Epoch [76][1780/1879] lr: 8.028e-02, eta: 3 days, 14:45:32, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6535, loss_cls: 2.6811, loss: 2.6811, grad_norm: 2.1945 2021-07-09 02:15:37,577 - mmaction - INFO - Epoch [76][1800/1879] lr: 8.028e-02, eta: 3 days, 14:45:11, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6375, loss_cls: 2.7335, loss: 2.7335, grad_norm: 2.2158 2021-07-09 02:15:55,049 - mmaction - INFO - Epoch [76][1820/1879] lr: 8.028e-02, eta: 3 days, 14:44:50, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6461, loss_cls: 2.7245, loss: 2.7245, grad_norm: 2.2192 2021-07-09 02:16:12,590 - mmaction - INFO - Epoch [76][1840/1879] lr: 8.028e-02, eta: 3 days, 14:44:30, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6426, loss_cls: 2.7512, loss: 2.7512, grad_norm: 2.2665 2021-07-09 02:16:30,072 - mmaction - INFO - Epoch [76][1860/1879] lr: 8.028e-02, eta: 3 days, 14:44:09, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6578, loss_cls: 2.6596, loss: 2.6596, grad_norm: 2.2176 2021-07-09 02:16:48,118 - mmaction - INFO - Saving checkpoint at 76 epochs 2021-07-09 02:19:01,662 - mmaction - INFO - Epoch [77][20/1879] lr: 7.978e-02, eta: 3 days, 14:47:20, time: 6.587, data_time: 5.683, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6418, loss_cls: 2.7019, loss: 2.7019, grad_norm: 2.2173 2021-07-09 02:19:18,934 - mmaction - INFO - Epoch [77][40/1879] lr: 7.978e-02, eta: 3 days, 14:46:58, time: 0.864, data_time: 0.008, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6578, loss_cls: 2.6719, loss: 2.6719, grad_norm: 2.2631 2021-07-09 02:19:36,157 - mmaction - INFO - Epoch [77][60/1879] lr: 7.978e-02, eta: 3 days, 14:46:37, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6504, loss_cls: 2.6851, loss: 2.6851, grad_norm: 2.2527 2021-07-09 02:19:53,423 - mmaction - INFO - Epoch [77][80/1879] lr: 7.978e-02, eta: 3 days, 14:46:16, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6535, loss_cls: 2.6645, loss: 2.6645, grad_norm: 2.2304 2021-07-09 02:20:11,003 - mmaction - INFO - Epoch [77][100/1879] lr: 7.978e-02, eta: 3 days, 14:45:55, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6496, loss_cls: 2.7185, loss: 2.7185, grad_norm: 2.2813 2021-07-09 02:20:28,381 - mmaction - INFO - Epoch [77][120/1879] lr: 7.978e-02, eta: 3 days, 14:45:34, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6586, loss_cls: 2.6585, loss: 2.6585, grad_norm: 2.2025 2021-07-09 02:20:45,782 - mmaction - INFO - Epoch [77][140/1879] lr: 7.978e-02, eta: 3 days, 14:45:13, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6496, loss_cls: 2.7153, loss: 2.7153, grad_norm: 2.2682 2021-07-09 02:21:03,341 - mmaction - INFO - Epoch [77][160/1879] lr: 7.978e-02, eta: 3 days, 14:44:52, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6621, loss_cls: 2.6268, loss: 2.6268, grad_norm: 2.2383 2021-07-09 02:21:20,673 - mmaction - INFO - Epoch [77][180/1879] lr: 7.978e-02, eta: 3 days, 14:44:31, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6586, loss_cls: 2.6576, loss: 2.6576, grad_norm: 2.2630 2021-07-09 02:21:38,017 - mmaction - INFO - Epoch [77][200/1879] lr: 7.978e-02, eta: 3 days, 14:44:10, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6426, loss_cls: 2.7364, loss: 2.7364, grad_norm: 2.2843 2021-07-09 02:21:55,494 - mmaction - INFO - Epoch [77][220/1879] lr: 7.978e-02, eta: 3 days, 14:43:49, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6473, loss_cls: 2.6828, loss: 2.6828, grad_norm: 2.2478 2021-07-09 02:22:12,871 - mmaction - INFO - Epoch [77][240/1879] lr: 7.978e-02, eta: 3 days, 14:43:28, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6504, loss_cls: 2.6795, loss: 2.6795, grad_norm: 2.2175 2021-07-09 02:22:30,403 - mmaction - INFO - Epoch [77][260/1879] lr: 7.978e-02, eta: 3 days, 14:43:07, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6480, loss_cls: 2.6908, loss: 2.6908, grad_norm: 2.2964 2021-07-09 02:22:47,919 - mmaction - INFO - Epoch [77][280/1879] lr: 7.978e-02, eta: 3 days, 14:42:46, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6418, loss_cls: 2.7333, loss: 2.7333, grad_norm: 2.3425 2021-07-09 02:23:05,362 - mmaction - INFO - Epoch [77][300/1879] lr: 7.978e-02, eta: 3 days, 14:42:26, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6473, loss_cls: 2.7371, loss: 2.7371, grad_norm: 2.2552 2021-07-09 02:23:22,929 - mmaction - INFO - Epoch [77][320/1879] lr: 7.978e-02, eta: 3 days, 14:42:05, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6461, loss_cls: 2.6866, loss: 2.6866, grad_norm: 2.2282 2021-07-09 02:23:40,444 - mmaction - INFO - Epoch [77][340/1879] lr: 7.978e-02, eta: 3 days, 14:41:44, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6469, loss_cls: 2.6837, loss: 2.6837, grad_norm: 2.2106 2021-07-09 02:23:57,844 - mmaction - INFO - Epoch [77][360/1879] lr: 7.978e-02, eta: 3 days, 14:41:23, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6648, loss_cls: 2.6254, loss: 2.6254, grad_norm: 2.2537 2021-07-09 02:24:15,312 - mmaction - INFO - Epoch [77][380/1879] lr: 7.978e-02, eta: 3 days, 14:41:02, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6438, loss_cls: 2.6859, loss: 2.6859, grad_norm: 2.2795 2021-07-09 02:24:32,848 - mmaction - INFO - Epoch [77][400/1879] lr: 7.978e-02, eta: 3 days, 14:40:42, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6383, loss_cls: 2.6997, loss: 2.6997, grad_norm: 2.2636 2021-07-09 02:24:50,513 - mmaction - INFO - Epoch [77][420/1879] lr: 7.978e-02, eta: 3 days, 14:40:21, time: 0.883, data_time: 0.002, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6457, loss_cls: 2.7256, loss: 2.7256, grad_norm: 2.2606 2021-07-09 02:25:08,055 - mmaction - INFO - Epoch [77][440/1879] lr: 7.978e-02, eta: 3 days, 14:40:01, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6430, loss_cls: 2.7667, loss: 2.7667, grad_norm: 2.2827 2021-07-09 02:25:25,583 - mmaction - INFO - Epoch [77][460/1879] lr: 7.978e-02, eta: 3 days, 14:39:40, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6531, loss_cls: 2.6660, loss: 2.6660, grad_norm: 2.2669 2021-07-09 02:25:43,093 - mmaction - INFO - Epoch [77][480/1879] lr: 7.978e-02, eta: 3 days, 14:39:19, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6695, loss_cls: 2.6108, loss: 2.6108, grad_norm: 2.2376 2021-07-09 02:26:00,553 - mmaction - INFO - Epoch [77][500/1879] lr: 7.978e-02, eta: 3 days, 14:38:58, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6508, loss_cls: 2.7051, loss: 2.7051, grad_norm: 2.2752 2021-07-09 02:26:18,053 - mmaction - INFO - Epoch [77][520/1879] lr: 7.978e-02, eta: 3 days, 14:38:38, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6449, loss_cls: 2.7423, loss: 2.7423, grad_norm: 2.2172 2021-07-09 02:26:35,411 - mmaction - INFO - Epoch [77][540/1879] lr: 7.978e-02, eta: 3 days, 14:38:17, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6652, loss_cls: 2.6167, loss: 2.6167, grad_norm: 2.1622 2021-07-09 02:26:52,972 - mmaction - INFO - Epoch [77][560/1879] lr: 7.978e-02, eta: 3 days, 14:37:56, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6590, loss_cls: 2.6877, loss: 2.6877, grad_norm: 2.2604 2021-07-09 02:27:10,295 - mmaction - INFO - Epoch [77][580/1879] lr: 7.978e-02, eta: 3 days, 14:37:35, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6461, loss_cls: 2.7668, loss: 2.7668, grad_norm: 2.2687 2021-07-09 02:27:27,741 - mmaction - INFO - Epoch [77][600/1879] lr: 7.978e-02, eta: 3 days, 14:37:14, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6613, loss_cls: 2.6618, loss: 2.6618, grad_norm: 2.2304 2021-07-09 02:27:45,255 - mmaction - INFO - Epoch [77][620/1879] lr: 7.978e-02, eta: 3 days, 14:36:53, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6449, loss_cls: 2.7233, loss: 2.7233, grad_norm: 2.2585 2021-07-09 02:28:02,675 - mmaction - INFO - Epoch [77][640/1879] lr: 7.978e-02, eta: 3 days, 14:36:32, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6422, loss_cls: 2.7425, loss: 2.7425, grad_norm: 2.2649 2021-07-09 02:28:20,186 - mmaction - INFO - Epoch [77][660/1879] lr: 7.978e-02, eta: 3 days, 14:36:11, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6461, loss_cls: 2.7681, loss: 2.7681, grad_norm: 2.2596 2021-07-09 02:28:37,627 - mmaction - INFO - Epoch [77][680/1879] lr: 7.978e-02, eta: 3 days, 14:35:50, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6395, loss_cls: 2.7263, loss: 2.7263, grad_norm: 2.2438 2021-07-09 02:28:55,048 - mmaction - INFO - Epoch [77][700/1879] lr: 7.978e-02, eta: 3 days, 14:35:30, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6602, loss_cls: 2.6451, loss: 2.6451, grad_norm: 2.1924 2021-07-09 02:29:12,509 - mmaction - INFO - Epoch [77][720/1879] lr: 7.978e-02, eta: 3 days, 14:35:09, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6363, loss_cls: 2.7591, loss: 2.7591, grad_norm: 2.2378 2021-07-09 02:29:30,002 - mmaction - INFO - Epoch [77][740/1879] lr: 7.978e-02, eta: 3 days, 14:34:48, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6391, loss_cls: 2.6938, loss: 2.6938, grad_norm: 2.1917 2021-07-09 02:29:47,475 - mmaction - INFO - Epoch [77][760/1879] lr: 7.978e-02, eta: 3 days, 14:34:27, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6434, loss_cls: 2.6749, loss: 2.6749, grad_norm: 2.2599 2021-07-09 02:30:04,911 - mmaction - INFO - Epoch [77][780/1879] lr: 7.978e-02, eta: 3 days, 14:34:06, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6414, loss_cls: 2.7611, loss: 2.7611, grad_norm: 2.3136 2021-07-09 02:30:22,407 - mmaction - INFO - Epoch [77][800/1879] lr: 7.978e-02, eta: 3 days, 14:33:46, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6570, loss_cls: 2.6568, loss: 2.6568, grad_norm: 2.2221 2021-07-09 02:30:39,884 - mmaction - INFO - Epoch [77][820/1879] lr: 7.978e-02, eta: 3 days, 14:33:25, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6488, loss_cls: 2.7351, loss: 2.7351, grad_norm: 2.2484 2021-07-09 02:30:57,319 - mmaction - INFO - Epoch [77][840/1879] lr: 7.978e-02, eta: 3 days, 14:33:04, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6586, loss_cls: 2.6783, loss: 2.6783, grad_norm: 2.2488 2021-07-09 02:31:14,754 - mmaction - INFO - Epoch [77][860/1879] lr: 7.978e-02, eta: 3 days, 14:32:43, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6402, loss_cls: 2.7289, loss: 2.7289, grad_norm: 2.2512 2021-07-09 02:31:32,244 - mmaction - INFO - Epoch [77][880/1879] lr: 7.978e-02, eta: 3 days, 14:32:22, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6402, loss_cls: 2.7048, loss: 2.7048, grad_norm: 2.2141 2021-07-09 02:31:49,686 - mmaction - INFO - Epoch [77][900/1879] lr: 7.978e-02, eta: 3 days, 14:32:01, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6375, loss_cls: 2.7148, loss: 2.7148, grad_norm: 2.2444 2021-07-09 02:32:07,165 - mmaction - INFO - Epoch [77][920/1879] lr: 7.978e-02, eta: 3 days, 14:31:40, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6504, loss_cls: 2.7110, loss: 2.7110, grad_norm: 2.2901 2021-07-09 02:32:24,609 - mmaction - INFO - Epoch [77][940/1879] lr: 7.978e-02, eta: 3 days, 14:31:20, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6402, loss_cls: 2.7443, loss: 2.7443, grad_norm: 2.2244 2021-07-09 02:32:42,078 - mmaction - INFO - Epoch [77][960/1879] lr: 7.978e-02, eta: 3 days, 14:30:59, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6195, loss_cls: 2.7913, loss: 2.7913, grad_norm: 2.2693 2021-07-09 02:32:59,573 - mmaction - INFO - Epoch [77][980/1879] lr: 7.978e-02, eta: 3 days, 14:30:38, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6598, loss_cls: 2.6608, loss: 2.6608, grad_norm: 2.2064 2021-07-09 02:33:16,955 - mmaction - INFO - Epoch [77][1000/1879] lr: 7.978e-02, eta: 3 days, 14:30:17, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6219, loss_cls: 2.7862, loss: 2.7862, grad_norm: 2.2669 2021-07-09 02:33:34,330 - mmaction - INFO - Epoch [77][1020/1879] lr: 7.978e-02, eta: 3 days, 14:29:56, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6684, loss_cls: 2.6356, loss: 2.6356, grad_norm: 2.2381 2021-07-09 02:33:51,849 - mmaction - INFO - Epoch [77][1040/1879] lr: 7.978e-02, eta: 3 days, 14:29:35, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6539, loss_cls: 2.6995, loss: 2.6995, grad_norm: 2.2692 2021-07-09 02:34:09,287 - mmaction - INFO - Epoch [77][1060/1879] lr: 7.978e-02, eta: 3 days, 14:29:14, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6418, loss_cls: 2.7397, loss: 2.7397, grad_norm: 2.2619 2021-07-09 02:34:26,776 - mmaction - INFO - Epoch [77][1080/1879] lr: 7.978e-02, eta: 3 days, 14:28:54, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6621, loss_cls: 2.6688, loss: 2.6688, grad_norm: 2.2280 2021-07-09 02:34:44,199 - mmaction - INFO - Epoch [77][1100/1879] lr: 7.978e-02, eta: 3 days, 14:28:33, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6418, loss_cls: 2.7384, loss: 2.7384, grad_norm: 2.2981 2021-07-09 02:35:01,769 - mmaction - INFO - Epoch [77][1120/1879] lr: 7.978e-02, eta: 3 days, 14:28:12, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6391, loss_cls: 2.7375, loss: 2.7375, grad_norm: 2.2390 2021-07-09 02:35:19,199 - mmaction - INFO - Epoch [77][1140/1879] lr: 7.978e-02, eta: 3 days, 14:27:51, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6543, loss_cls: 2.6865, loss: 2.6865, grad_norm: 2.2251 2021-07-09 02:35:36,717 - mmaction - INFO - Epoch [77][1160/1879] lr: 7.978e-02, eta: 3 days, 14:27:30, time: 0.877, data_time: 0.008, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6625, loss_cls: 2.7121, loss: 2.7121, grad_norm: 2.2085 2021-07-09 02:35:54,132 - mmaction - INFO - Epoch [77][1180/1879] lr: 7.978e-02, eta: 3 days, 14:27:10, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6566, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.2383 2021-07-09 02:36:11,599 - mmaction - INFO - Epoch [77][1200/1879] lr: 7.978e-02, eta: 3 days, 14:26:49, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6391, loss_cls: 2.7312, loss: 2.7312, grad_norm: 2.2377 2021-07-09 02:36:29,053 - mmaction - INFO - Epoch [77][1220/1879] lr: 7.978e-02, eta: 3 days, 14:26:28, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6422, loss_cls: 2.7401, loss: 2.7401, grad_norm: 2.2848 2021-07-09 02:36:46,546 - mmaction - INFO - Epoch [77][1240/1879] lr: 7.978e-02, eta: 3 days, 14:26:07, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6484, loss_cls: 2.7010, loss: 2.7010, grad_norm: 2.2301 2021-07-09 02:37:04,134 - mmaction - INFO - Epoch [77][1260/1879] lr: 7.978e-02, eta: 3 days, 14:25:47, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6461, loss_cls: 2.6640, loss: 2.6640, grad_norm: 2.2311 2021-07-09 02:37:21,521 - mmaction - INFO - Epoch [77][1280/1879] lr: 7.978e-02, eta: 3 days, 14:25:26, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6340, loss_cls: 2.7462, loss: 2.7462, grad_norm: 2.2690 2021-07-09 02:37:38,987 - mmaction - INFO - Epoch [77][1300/1879] lr: 7.978e-02, eta: 3 days, 14:25:05, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6398, loss_cls: 2.6790, loss: 2.6790, grad_norm: 2.2174 2021-07-09 02:37:56,425 - mmaction - INFO - Epoch [77][1320/1879] lr: 7.978e-02, eta: 3 days, 14:24:44, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3758, top5_acc: 0.6297, loss_cls: 2.7981, loss: 2.7981, grad_norm: 2.2818 2021-07-09 02:38:13,864 - mmaction - INFO - Epoch [77][1340/1879] lr: 7.978e-02, eta: 3 days, 14:24:23, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6488, loss_cls: 2.7443, loss: 2.7443, grad_norm: 2.2572 2021-07-09 02:38:31,381 - mmaction - INFO - Epoch [77][1360/1879] lr: 7.978e-02, eta: 3 days, 14:24:02, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6516, loss_cls: 2.6622, loss: 2.6622, grad_norm: 2.1953 2021-07-09 02:38:48,796 - mmaction - INFO - Epoch [77][1380/1879] lr: 7.978e-02, eta: 3 days, 14:23:41, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6453, loss_cls: 2.7092, loss: 2.7092, grad_norm: 2.2109 2021-07-09 02:39:06,322 - mmaction - INFO - Epoch [77][1400/1879] lr: 7.978e-02, eta: 3 days, 14:23:21, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6457, loss_cls: 2.7609, loss: 2.7609, grad_norm: 2.2251 2021-07-09 02:39:23,795 - mmaction - INFO - Epoch [77][1420/1879] lr: 7.978e-02, eta: 3 days, 14:23:00, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6395, loss_cls: 2.7610, loss: 2.7610, grad_norm: 2.2316 2021-07-09 02:39:41,222 - mmaction - INFO - Epoch [77][1440/1879] lr: 7.978e-02, eta: 3 days, 14:22:39, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6383, loss_cls: 2.7325, loss: 2.7325, grad_norm: 2.2319 2021-07-09 02:39:58,644 - mmaction - INFO - Epoch [77][1460/1879] lr: 7.978e-02, eta: 3 days, 14:22:18, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6566, loss_cls: 2.6285, loss: 2.6285, grad_norm: 2.2341 2021-07-09 02:40:16,184 - mmaction - INFO - Epoch [77][1480/1879] lr: 7.978e-02, eta: 3 days, 14:21:57, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6422, loss_cls: 2.7240, loss: 2.7240, grad_norm: 2.2511 2021-07-09 02:40:33,642 - mmaction - INFO - Epoch [77][1500/1879] lr: 7.978e-02, eta: 3 days, 14:21:37, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6469, loss_cls: 2.6724, loss: 2.6724, grad_norm: 2.2154 2021-07-09 02:40:51,064 - mmaction - INFO - Epoch [77][1520/1879] lr: 7.978e-02, eta: 3 days, 14:21:16, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6547, loss_cls: 2.7244, loss: 2.7244, grad_norm: 2.2655 2021-07-09 02:41:08,406 - mmaction - INFO - Epoch [77][1540/1879] lr: 7.978e-02, eta: 3 days, 14:20:55, time: 0.866, data_time: 0.000, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6504, loss_cls: 2.7084, loss: 2.7084, grad_norm: 2.2891 2021-07-09 02:41:25,928 - mmaction - INFO - Epoch [77][1560/1879] lr: 7.978e-02, eta: 3 days, 14:20:34, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6516, loss_cls: 2.6844, loss: 2.6844, grad_norm: 2.1999 2021-07-09 02:41:43,348 - mmaction - INFO - Epoch [77][1580/1879] lr: 7.978e-02, eta: 3 days, 14:20:13, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6625, loss_cls: 2.6924, loss: 2.6924, grad_norm: 2.2469 2021-07-09 02:42:00,877 - mmaction - INFO - Epoch [77][1600/1879] lr: 7.978e-02, eta: 3 days, 14:19:52, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6434, loss_cls: 2.7692, loss: 2.7692, grad_norm: 2.2496 2021-07-09 02:42:18,340 - mmaction - INFO - Epoch [77][1620/1879] lr: 7.978e-02, eta: 3 days, 14:19:32, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6523, loss_cls: 2.7336, loss: 2.7336, grad_norm: 2.2797 2021-07-09 02:42:35,755 - mmaction - INFO - Epoch [77][1640/1879] lr: 7.978e-02, eta: 3 days, 14:19:11, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6336, loss_cls: 2.7621, loss: 2.7621, grad_norm: 2.2290 2021-07-09 02:42:53,200 - mmaction - INFO - Epoch [77][1660/1879] lr: 7.978e-02, eta: 3 days, 14:18:50, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3820, top5_acc: 0.6422, loss_cls: 2.7604, loss: 2.7604, grad_norm: 2.2641 2021-07-09 02:43:10,676 - mmaction - INFO - Epoch [77][1680/1879] lr: 7.978e-02, eta: 3 days, 14:18:29, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6422, loss_cls: 2.7239, loss: 2.7239, grad_norm: 2.2637 2021-07-09 02:43:28,123 - mmaction - INFO - Epoch [77][1700/1879] lr: 7.978e-02, eta: 3 days, 14:18:08, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6559, loss_cls: 2.7343, loss: 2.7343, grad_norm: 2.2393 2021-07-09 02:43:45,540 - mmaction - INFO - Epoch [77][1720/1879] lr: 7.978e-02, eta: 3 days, 14:17:47, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6355, loss_cls: 2.7394, loss: 2.7394, grad_norm: 2.2593 2021-07-09 02:44:02,918 - mmaction - INFO - Epoch [77][1740/1879] lr: 7.978e-02, eta: 3 days, 14:17:26, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6457, loss_cls: 2.6937, loss: 2.6937, grad_norm: 2.2678 2021-07-09 02:44:20,612 - mmaction - INFO - Epoch [77][1760/1879] lr: 7.978e-02, eta: 3 days, 14:17:06, time: 0.881, data_time: 0.007, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6406, loss_cls: 2.7382, loss: 2.7382, grad_norm: 2.2577 2021-07-09 02:44:38,003 - mmaction - INFO - Epoch [77][1780/1879] lr: 7.978e-02, eta: 3 days, 14:16:45, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6391, loss_cls: 2.7709, loss: 2.7709, grad_norm: 2.2682 2021-07-09 02:44:55,473 - mmaction - INFO - Epoch [77][1800/1879] lr: 7.978e-02, eta: 3 days, 14:16:24, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6539, loss_cls: 2.7160, loss: 2.7160, grad_norm: 2.2554 2021-07-09 02:45:12,852 - mmaction - INFO - Epoch [77][1820/1879] lr: 7.978e-02, eta: 3 days, 14:16:03, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6492, loss_cls: 2.7043, loss: 2.7043, grad_norm: 2.2305 2021-07-09 02:45:30,387 - mmaction - INFO - Epoch [77][1840/1879] lr: 7.978e-02, eta: 3 days, 14:15:43, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6344, loss_cls: 2.7124, loss: 2.7124, grad_norm: 2.1693 2021-07-09 02:45:47,846 - mmaction - INFO - Epoch [77][1860/1879] lr: 7.978e-02, eta: 3 days, 14:15:22, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6559, loss_cls: 2.6894, loss: 2.6894, grad_norm: 2.2529 2021-07-09 02:48:37,057 - mmaction - INFO - Epoch [78][20/1879] lr: 7.929e-02, eta: 3 days, 14:19:04, time: 7.347, data_time: 6.301, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6660, loss_cls: 2.6557, loss: 2.6557, grad_norm: 2.3260 2021-07-09 02:48:54,362 - mmaction - INFO - Epoch [78][40/1879] lr: 7.929e-02, eta: 3 days, 14:18:43, time: 0.865, data_time: 0.008, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6383, loss_cls: 2.7580, loss: 2.7580, grad_norm: 2.3030 2021-07-09 02:49:11,596 - mmaction - INFO - Epoch [78][60/1879] lr: 7.929e-02, eta: 3 days, 14:18:21, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6328, loss_cls: 2.7601, loss: 2.7601, grad_norm: 2.2211 2021-07-09 02:49:28,941 - mmaction - INFO - Epoch [78][80/1879] lr: 7.929e-02, eta: 3 days, 14:18:00, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6559, loss_cls: 2.6475, loss: 2.6475, grad_norm: 2.2917 2021-07-09 02:49:46,601 - mmaction - INFO - Epoch [78][100/1879] lr: 7.929e-02, eta: 3 days, 14:17:40, time: 0.884, data_time: 0.002, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6473, loss_cls: 2.6934, loss: 2.6934, grad_norm: 2.2905 2021-07-09 02:50:04,196 - mmaction - INFO - Epoch [78][120/1879] lr: 7.929e-02, eta: 3 days, 14:17:19, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6414, loss_cls: 2.7076, loss: 2.7076, grad_norm: 2.2990 2021-07-09 02:50:21,681 - mmaction - INFO - Epoch [78][140/1879] lr: 7.929e-02, eta: 3 days, 14:16:58, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6445, loss_cls: 2.7429, loss: 2.7429, grad_norm: 2.3099 2021-07-09 02:50:39,345 - mmaction - INFO - Epoch [78][160/1879] lr: 7.929e-02, eta: 3 days, 14:16:38, time: 0.885, data_time: 0.005, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6461, loss_cls: 2.6608, loss: 2.6608, grad_norm: 2.2210 2021-07-09 02:50:56,706 - mmaction - INFO - Epoch [78][180/1879] lr: 7.929e-02, eta: 3 days, 14:16:17, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6551, loss_cls: 2.6461, loss: 2.6461, grad_norm: 2.2674 2021-07-09 02:51:14,108 - mmaction - INFO - Epoch [78][200/1879] lr: 7.929e-02, eta: 3 days, 14:15:56, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6539, loss_cls: 2.6453, loss: 2.6453, grad_norm: 2.2985 2021-07-09 02:51:31,611 - mmaction - INFO - Epoch [78][220/1879] lr: 7.929e-02, eta: 3 days, 14:15:35, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6352, loss_cls: 2.7469, loss: 2.7469, grad_norm: 2.2873 2021-07-09 02:51:49,031 - mmaction - INFO - Epoch [78][240/1879] lr: 7.929e-02, eta: 3 days, 14:15:14, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6551, loss_cls: 2.6818, loss: 2.6818, grad_norm: 2.2555 2021-07-09 02:52:06,520 - mmaction - INFO - Epoch [78][260/1879] lr: 7.929e-02, eta: 3 days, 14:14:54, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6617, loss_cls: 2.6442, loss: 2.6442, grad_norm: 2.2227 2021-07-09 02:52:24,009 - mmaction - INFO - Epoch [78][280/1879] lr: 7.929e-02, eta: 3 days, 14:14:33, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6328, loss_cls: 2.7941, loss: 2.7941, grad_norm: 2.2908 2021-07-09 02:52:41,469 - mmaction - INFO - Epoch [78][300/1879] lr: 7.929e-02, eta: 3 days, 14:14:12, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6457, loss_cls: 2.6957, loss: 2.6957, grad_norm: 2.2704 2021-07-09 02:52:59,079 - mmaction - INFO - Epoch [78][320/1879] lr: 7.929e-02, eta: 3 days, 14:13:52, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6555, loss_cls: 2.6705, loss: 2.6705, grad_norm: 2.2450 2021-07-09 02:53:16,482 - mmaction - INFO - Epoch [78][340/1879] lr: 7.929e-02, eta: 3 days, 14:13:31, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6492, loss_cls: 2.7228, loss: 2.7228, grad_norm: 2.3046 2021-07-09 02:53:33,970 - mmaction - INFO - Epoch [78][360/1879] lr: 7.929e-02, eta: 3 days, 14:13:10, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6359, loss_cls: 2.7578, loss: 2.7578, grad_norm: 2.2944 2021-07-09 02:53:51,365 - mmaction - INFO - Epoch [78][380/1879] lr: 7.929e-02, eta: 3 days, 14:12:49, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6422, loss_cls: 2.7003, loss: 2.7003, grad_norm: 2.3015 2021-07-09 02:54:08,819 - mmaction - INFO - Epoch [78][400/1879] lr: 7.929e-02, eta: 3 days, 14:12:28, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6465, loss_cls: 2.6858, loss: 2.6858, grad_norm: 2.2390 2021-07-09 02:54:26,102 - mmaction - INFO - Epoch [78][420/1879] lr: 7.929e-02, eta: 3 days, 14:12:07, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6426, loss_cls: 2.7199, loss: 2.7199, grad_norm: 2.2597 2021-07-09 02:54:43,564 - mmaction - INFO - Epoch [78][440/1879] lr: 7.929e-02, eta: 3 days, 14:11:46, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6539, loss_cls: 2.6188, loss: 2.6188, grad_norm: 2.2343 2021-07-09 02:55:01,005 - mmaction - INFO - Epoch [78][460/1879] lr: 7.929e-02, eta: 3 days, 14:11:25, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6414, loss_cls: 2.6975, loss: 2.6975, grad_norm: 2.3207 2021-07-09 02:55:18,528 - mmaction - INFO - Epoch [78][480/1879] lr: 7.929e-02, eta: 3 days, 14:11:04, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6445, loss_cls: 2.7137, loss: 2.7137, grad_norm: 2.3223 2021-07-09 02:55:36,039 - mmaction - INFO - Epoch [78][500/1879] lr: 7.929e-02, eta: 3 days, 14:10:44, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6457, loss_cls: 2.7082, loss: 2.7082, grad_norm: 2.3065 2021-07-09 02:55:53,476 - mmaction - INFO - Epoch [78][520/1879] lr: 7.929e-02, eta: 3 days, 14:10:23, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6480, loss_cls: 2.6938, loss: 2.6938, grad_norm: 2.2630 2021-07-09 02:56:11,020 - mmaction - INFO - Epoch [78][540/1879] lr: 7.929e-02, eta: 3 days, 14:10:02, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6527, loss_cls: 2.7043, loss: 2.7043, grad_norm: 2.2664 2021-07-09 02:56:28,559 - mmaction - INFO - Epoch [78][560/1879] lr: 7.929e-02, eta: 3 days, 14:09:41, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6617, loss_cls: 2.6702, loss: 2.6702, grad_norm: 2.2539 2021-07-09 02:56:45,964 - mmaction - INFO - Epoch [78][580/1879] lr: 7.929e-02, eta: 3 days, 14:09:21, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6551, loss_cls: 2.6794, loss: 2.6794, grad_norm: 2.2458 2021-07-09 02:57:03,502 - mmaction - INFO - Epoch [78][600/1879] lr: 7.929e-02, eta: 3 days, 14:09:00, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6430, loss_cls: 2.7170, loss: 2.7170, grad_norm: 2.2583 2021-07-09 02:57:20,940 - mmaction - INFO - Epoch [78][620/1879] lr: 7.929e-02, eta: 3 days, 14:08:39, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6500, loss_cls: 2.7042, loss: 2.7042, grad_norm: 2.2505 2021-07-09 02:57:38,452 - mmaction - INFO - Epoch [78][640/1879] lr: 7.929e-02, eta: 3 days, 14:08:18, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6508, loss_cls: 2.7262, loss: 2.7262, grad_norm: 2.2384 2021-07-09 02:57:55,899 - mmaction - INFO - Epoch [78][660/1879] lr: 7.929e-02, eta: 3 days, 14:07:57, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6590, loss_cls: 2.6860, loss: 2.6860, grad_norm: 2.2425 2021-07-09 02:58:13,403 - mmaction - INFO - Epoch [78][680/1879] lr: 7.929e-02, eta: 3 days, 14:07:37, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6473, loss_cls: 2.6797, loss: 2.6797, grad_norm: 2.2795 2021-07-09 02:58:30,872 - mmaction - INFO - Epoch [78][700/1879] lr: 7.929e-02, eta: 3 days, 14:07:16, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6570, loss_cls: 2.6839, loss: 2.6839, grad_norm: 2.3038 2021-07-09 02:58:48,248 - mmaction - INFO - Epoch [78][720/1879] lr: 7.929e-02, eta: 3 days, 14:06:55, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6430, loss_cls: 2.7302, loss: 2.7302, grad_norm: 2.2446 2021-07-09 02:59:05,737 - mmaction - INFO - Epoch [78][740/1879] lr: 7.929e-02, eta: 3 days, 14:06:34, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6324, loss_cls: 2.7856, loss: 2.7856, grad_norm: 2.2128 2021-07-09 02:59:23,128 - mmaction - INFO - Epoch [78][760/1879] lr: 7.929e-02, eta: 3 days, 14:06:13, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3777, top5_acc: 0.6312, loss_cls: 2.7820, loss: 2.7820, grad_norm: 2.2757 2021-07-09 02:59:40,485 - mmaction - INFO - Epoch [78][780/1879] lr: 7.929e-02, eta: 3 days, 14:05:52, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6480, loss_cls: 2.6528, loss: 2.6528, grad_norm: 2.2366 2021-07-09 02:59:57,945 - mmaction - INFO - Epoch [78][800/1879] lr: 7.929e-02, eta: 3 days, 14:05:31, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6406, loss_cls: 2.7268, loss: 2.7268, grad_norm: 2.2391 2021-07-09 03:00:15,360 - mmaction - INFO - Epoch [78][820/1879] lr: 7.929e-02, eta: 3 days, 14:05:11, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6555, loss_cls: 2.6614, loss: 2.6614, grad_norm: 2.2807 2021-07-09 03:00:32,896 - mmaction - INFO - Epoch [78][840/1879] lr: 7.929e-02, eta: 3 days, 14:04:50, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6637, loss_cls: 2.6549, loss: 2.6549, grad_norm: 2.2447 2021-07-09 03:00:50,273 - mmaction - INFO - Epoch [78][860/1879] lr: 7.929e-02, eta: 3 days, 14:04:29, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6457, loss_cls: 2.6681, loss: 2.6681, grad_norm: 2.2762 2021-07-09 03:01:07,753 - mmaction - INFO - Epoch [78][880/1879] lr: 7.929e-02, eta: 3 days, 14:04:08, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6570, loss_cls: 2.6704, loss: 2.6704, grad_norm: 2.2702 2021-07-09 03:01:25,202 - mmaction - INFO - Epoch [78][900/1879] lr: 7.929e-02, eta: 3 days, 14:03:47, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6488, loss_cls: 2.6940, loss: 2.6940, grad_norm: 2.2327 2021-07-09 03:01:42,805 - mmaction - INFO - Epoch [78][920/1879] lr: 7.929e-02, eta: 3 days, 14:03:27, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6480, loss_cls: 2.6903, loss: 2.6903, grad_norm: 2.2931 2021-07-09 03:02:00,335 - mmaction - INFO - Epoch [78][940/1879] lr: 7.929e-02, eta: 3 days, 14:03:06, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6242, loss_cls: 2.7904, loss: 2.7904, grad_norm: 2.2879 2021-07-09 03:02:17,806 - mmaction - INFO - Epoch [78][960/1879] lr: 7.929e-02, eta: 3 days, 14:02:45, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6402, loss_cls: 2.7134, loss: 2.7134, grad_norm: 2.2135 2021-07-09 03:02:35,219 - mmaction - INFO - Epoch [78][980/1879] lr: 7.929e-02, eta: 3 days, 14:02:25, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6637, loss_cls: 2.6214, loss: 2.6214, grad_norm: 2.2651 2021-07-09 03:02:52,581 - mmaction - INFO - Epoch [78][1000/1879] lr: 7.929e-02, eta: 3 days, 14:02:03, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6406, loss_cls: 2.7373, loss: 2.7373, grad_norm: 2.2613 2021-07-09 03:03:10,068 - mmaction - INFO - Epoch [78][1020/1879] lr: 7.929e-02, eta: 3 days, 14:01:43, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6492, loss_cls: 2.6969, loss: 2.6969, grad_norm: 2.2198 2021-07-09 03:03:27,524 - mmaction - INFO - Epoch [78][1040/1879] lr: 7.929e-02, eta: 3 days, 14:01:22, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6422, loss_cls: 2.7651, loss: 2.7651, grad_norm: 2.2723 2021-07-09 03:03:44,958 - mmaction - INFO - Epoch [78][1060/1879] lr: 7.929e-02, eta: 3 days, 14:01:01, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6324, loss_cls: 2.7334, loss: 2.7334, grad_norm: 2.2440 2021-07-09 03:04:02,350 - mmaction - INFO - Epoch [78][1080/1879] lr: 7.929e-02, eta: 3 days, 14:00:40, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6375, loss_cls: 2.7468, loss: 2.7468, grad_norm: 2.2575 2021-07-09 03:04:19,956 - mmaction - INFO - Epoch [78][1100/1879] lr: 7.929e-02, eta: 3 days, 14:00:20, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6504, loss_cls: 2.6841, loss: 2.6841, grad_norm: 2.2473 2021-07-09 03:04:37,499 - mmaction - INFO - Epoch [78][1120/1879] lr: 7.929e-02, eta: 3 days, 13:59:59, time: 0.880, data_time: 0.007, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6395, loss_cls: 2.7093, loss: 2.7093, grad_norm: 2.2597 2021-07-09 03:04:54,914 - mmaction - INFO - Epoch [78][1140/1879] lr: 7.929e-02, eta: 3 days, 13:59:38, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6539, loss_cls: 2.6673, loss: 2.6673, grad_norm: 2.2450 2021-07-09 03:05:12,620 - mmaction - INFO - Epoch [78][1160/1879] lr: 7.929e-02, eta: 3 days, 13:59:18, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6516, loss_cls: 2.6843, loss: 2.6843, grad_norm: 2.2375 2021-07-09 03:05:29,959 - mmaction - INFO - Epoch [78][1180/1879] lr: 7.929e-02, eta: 3 days, 13:58:57, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6488, loss_cls: 2.7067, loss: 2.7067, grad_norm: 2.2996 2021-07-09 03:05:47,417 - mmaction - INFO - Epoch [78][1200/1879] lr: 7.929e-02, eta: 3 days, 13:58:36, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6430, loss_cls: 2.7219, loss: 2.7219, grad_norm: 2.2872 2021-07-09 03:06:04,845 - mmaction - INFO - Epoch [78][1220/1879] lr: 7.929e-02, eta: 3 days, 13:58:15, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6527, loss_cls: 2.6654, loss: 2.6654, grad_norm: 2.2380 2021-07-09 03:06:22,383 - mmaction - INFO - Epoch [78][1240/1879] lr: 7.929e-02, eta: 3 days, 13:57:54, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6492, loss_cls: 2.6941, loss: 2.6941, grad_norm: 2.2658 2021-07-09 03:06:39,902 - mmaction - INFO - Epoch [78][1260/1879] lr: 7.929e-02, eta: 3 days, 13:57:34, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6375, loss_cls: 2.7579, loss: 2.7579, grad_norm: 2.2891 2021-07-09 03:06:57,411 - mmaction - INFO - Epoch [78][1280/1879] lr: 7.929e-02, eta: 3 days, 13:57:13, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6402, loss_cls: 2.7862, loss: 2.7862, grad_norm: 2.2930 2021-07-09 03:07:14,799 - mmaction - INFO - Epoch [78][1300/1879] lr: 7.929e-02, eta: 3 days, 13:56:52, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6328, loss_cls: 2.7421, loss: 2.7421, grad_norm: 2.2995 2021-07-09 03:07:32,244 - mmaction - INFO - Epoch [78][1320/1879] lr: 7.929e-02, eta: 3 days, 13:56:31, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6344, loss_cls: 2.7959, loss: 2.7959, grad_norm: 2.3023 2021-07-09 03:07:49,735 - mmaction - INFO - Epoch [78][1340/1879] lr: 7.929e-02, eta: 3 days, 13:56:11, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6500, loss_cls: 2.6729, loss: 2.6729, grad_norm: 2.2460 2021-07-09 03:08:07,237 - mmaction - INFO - Epoch [78][1360/1879] lr: 7.929e-02, eta: 3 days, 13:55:50, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6480, loss_cls: 2.7051, loss: 2.7051, grad_norm: 2.2696 2021-07-09 03:08:24,626 - mmaction - INFO - Epoch [78][1380/1879] lr: 7.929e-02, eta: 3 days, 13:55:29, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3801, top5_acc: 0.6469, loss_cls: 2.7346, loss: 2.7346, grad_norm: 2.3051 2021-07-09 03:08:42,070 - mmaction - INFO - Epoch [78][1400/1879] lr: 7.929e-02, eta: 3 days, 13:55:08, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6426, loss_cls: 2.7360, loss: 2.7360, grad_norm: 2.2348 2021-07-09 03:08:59,611 - mmaction - INFO - Epoch [78][1420/1879] lr: 7.929e-02, eta: 3 days, 13:54:48, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6387, loss_cls: 2.7541, loss: 2.7541, grad_norm: 2.2624 2021-07-09 03:09:17,149 - mmaction - INFO - Epoch [78][1440/1879] lr: 7.929e-02, eta: 3 days, 13:54:27, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6402, loss_cls: 2.8062, loss: 2.8062, grad_norm: 2.2853 2021-07-09 03:09:34,506 - mmaction - INFO - Epoch [78][1460/1879] lr: 7.929e-02, eta: 3 days, 13:54:06, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6418, loss_cls: 2.7141, loss: 2.7141, grad_norm: 2.2529 2021-07-09 03:09:52,037 - mmaction - INFO - Epoch [78][1480/1879] lr: 7.929e-02, eta: 3 days, 13:53:45, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6520, loss_cls: 2.6863, loss: 2.6863, grad_norm: 2.1940 2021-07-09 03:10:09,673 - mmaction - INFO - Epoch [78][1500/1879] lr: 7.929e-02, eta: 3 days, 13:53:25, time: 0.883, data_time: 0.003, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6516, loss_cls: 2.6742, loss: 2.6742, grad_norm: 2.2167 2021-07-09 03:10:27,336 - mmaction - INFO - Epoch [78][1520/1879] lr: 7.929e-02, eta: 3 days, 13:53:05, time: 0.883, data_time: 0.001, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6457, loss_cls: 2.6986, loss: 2.6986, grad_norm: 2.2351 2021-07-09 03:10:45,042 - mmaction - INFO - Epoch [78][1540/1879] lr: 7.929e-02, eta: 3 days, 13:52:44, time: 0.884, data_time: 0.003, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6422, loss_cls: 2.7137, loss: 2.7137, grad_norm: 2.2634 2021-07-09 03:11:02,912 - mmaction - INFO - Epoch [78][1560/1879] lr: 7.929e-02, eta: 3 days, 13:52:25, time: 0.895, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6590, loss_cls: 2.6540, loss: 2.6540, grad_norm: 2.2429 2021-07-09 03:11:20,650 - mmaction - INFO - Epoch [78][1580/1879] lr: 7.929e-02, eta: 3 days, 13:52:05, time: 0.887, data_time: 0.001, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6520, loss_cls: 2.6924, loss: 2.6924, grad_norm: 2.2742 2021-07-09 03:11:38,344 - mmaction - INFO - Epoch [78][1600/1879] lr: 7.929e-02, eta: 3 days, 13:51:44, time: 0.885, data_time: 0.001, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6469, loss_cls: 2.7306, loss: 2.7306, grad_norm: 2.2665 2021-07-09 03:11:56,037 - mmaction - INFO - Epoch [78][1620/1879] lr: 7.929e-02, eta: 3 days, 13:51:24, time: 0.883, data_time: 0.001, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6512, loss_cls: 2.6472, loss: 2.6472, grad_norm: 2.2403 2021-07-09 03:12:13,749 - mmaction - INFO - Epoch [78][1640/1879] lr: 7.929e-02, eta: 3 days, 13:51:04, time: 0.887, data_time: 0.005, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6531, loss_cls: 2.7034, loss: 2.7034, grad_norm: 2.2664 2021-07-09 03:12:31,532 - mmaction - INFO - Epoch [78][1660/1879] lr: 7.929e-02, eta: 3 days, 13:50:44, time: 0.889, data_time: 0.001, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6523, loss_cls: 2.7356, loss: 2.7356, grad_norm: 2.3070 2021-07-09 03:12:49,385 - mmaction - INFO - Epoch [78][1680/1879] lr: 7.929e-02, eta: 3 days, 13:50:24, time: 0.891, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6242, loss_cls: 2.7695, loss: 2.7695, grad_norm: 2.2563 2021-07-09 03:13:07,082 - mmaction - INFO - Epoch [78][1700/1879] lr: 7.929e-02, eta: 3 days, 13:50:04, time: 0.884, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6598, loss_cls: 2.7004, loss: 2.7004, grad_norm: 2.2661 2021-07-09 03:13:24,670 - mmaction - INFO - Epoch [78][1720/1879] lr: 7.929e-02, eta: 3 days, 13:49:43, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6523, loss_cls: 2.6937, loss: 2.6937, grad_norm: 2.2339 2021-07-09 03:13:42,483 - mmaction - INFO - Epoch [78][1740/1879] lr: 7.929e-02, eta: 3 days, 13:49:23, time: 0.888, data_time: 0.001, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6438, loss_cls: 2.7742, loss: 2.7742, grad_norm: 2.2775 2021-07-09 03:14:00,183 - mmaction - INFO - Epoch [78][1760/1879] lr: 7.929e-02, eta: 3 days, 13:49:03, time: 0.887, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6504, loss_cls: 2.7095, loss: 2.7095, grad_norm: 2.2745 2021-07-09 03:14:17,948 - mmaction - INFO - Epoch [78][1780/1879] lr: 7.929e-02, eta: 3 days, 13:48:43, time: 0.888, data_time: 0.003, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6574, loss_cls: 2.6699, loss: 2.6699, grad_norm: 2.2737 2021-07-09 03:14:35,813 - mmaction - INFO - Epoch [78][1800/1879] lr: 7.929e-02, eta: 3 days, 13:48:23, time: 0.892, data_time: 0.001, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6465, loss_cls: 2.7185, loss: 2.7185, grad_norm: 2.2890 2021-07-09 03:14:53,501 - mmaction - INFO - Epoch [78][1820/1879] lr: 7.929e-02, eta: 3 days, 13:48:03, time: 0.885, data_time: 0.002, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6391, loss_cls: 2.7670, loss: 2.7670, grad_norm: 2.2125 2021-07-09 03:15:11,236 - mmaction - INFO - Epoch [78][1840/1879] lr: 7.929e-02, eta: 3 days, 13:47:43, time: 0.887, data_time: 0.003, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6379, loss_cls: 2.7578, loss: 2.7578, grad_norm: 2.2290 2021-07-09 03:15:29,001 - mmaction - INFO - Epoch [78][1860/1879] lr: 7.929e-02, eta: 3 days, 13:47:23, time: 0.886, data_time: 0.001, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6371, loss_cls: 2.7775, loss: 2.7775, grad_norm: 2.2772 2021-07-09 03:18:16,114 - mmaction - INFO - Epoch [79][20/1879] lr: 7.879e-02, eta: 3 days, 13:50:46, time: 7.051, data_time: 6.104, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6410, loss_cls: 2.7337, loss: 2.7337, grad_norm: 2.2695 2021-07-09 03:18:32,909 - mmaction - INFO - Epoch [79][40/1879] lr: 7.879e-02, eta: 3 days, 13:50:24, time: 0.841, data_time: 0.007, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6590, loss_cls: 2.6194, loss: 2.6194, grad_norm: 2.2285 2021-07-09 03:18:50,184 - mmaction - INFO - Epoch [79][60/1879] lr: 7.879e-02, eta: 3 days, 13:50:03, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6656, loss_cls: 2.6258, loss: 2.6258, grad_norm: 2.2392 2021-07-09 03:19:07,507 - mmaction - INFO - Epoch [79][80/1879] lr: 7.879e-02, eta: 3 days, 13:49:41, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6484, loss_cls: 2.6816, loss: 2.6816, grad_norm: 2.2545 2021-07-09 03:19:24,788 - mmaction - INFO - Epoch [79][100/1879] lr: 7.879e-02, eta: 3 days, 13:49:20, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6496, loss_cls: 2.6878, loss: 2.6878, grad_norm: 2.3017 2021-07-09 03:19:42,290 - mmaction - INFO - Epoch [79][120/1879] lr: 7.879e-02, eta: 3 days, 13:49:00, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6289, loss_cls: 2.7957, loss: 2.7957, grad_norm: 2.2424 2021-07-09 03:19:59,724 - mmaction - INFO - Epoch [79][140/1879] lr: 7.879e-02, eta: 3 days, 13:48:39, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6332, loss_cls: 2.7323, loss: 2.7323, grad_norm: 2.2257 2021-07-09 03:20:17,314 - mmaction - INFO - Epoch [79][160/1879] lr: 7.879e-02, eta: 3 days, 13:48:18, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6641, loss_cls: 2.6403, loss: 2.6403, grad_norm: 2.2660 2021-07-09 03:20:34,730 - mmaction - INFO - Epoch [79][180/1879] lr: 7.879e-02, eta: 3 days, 13:47:57, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6484, loss_cls: 2.6876, loss: 2.6876, grad_norm: 2.2473 2021-07-09 03:20:52,089 - mmaction - INFO - Epoch [79][200/1879] lr: 7.879e-02, eta: 3 days, 13:47:36, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6422, loss_cls: 2.7412, loss: 2.7412, grad_norm: 2.2209 2021-07-09 03:21:09,545 - mmaction - INFO - Epoch [79][220/1879] lr: 7.879e-02, eta: 3 days, 13:47:15, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6555, loss_cls: 2.6405, loss: 2.6405, grad_norm: 2.2326 2021-07-09 03:21:26,972 - mmaction - INFO - Epoch [79][240/1879] lr: 7.879e-02, eta: 3 days, 13:46:55, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6402, loss_cls: 2.6855, loss: 2.6855, grad_norm: 2.2582 2021-07-09 03:21:44,369 - mmaction - INFO - Epoch [79][260/1879] lr: 7.879e-02, eta: 3 days, 13:46:34, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6523, loss_cls: 2.6793, loss: 2.6793, grad_norm: 2.2840 2021-07-09 03:22:01,781 - mmaction - INFO - Epoch [79][280/1879] lr: 7.879e-02, eta: 3 days, 13:46:13, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6332, loss_cls: 2.7557, loss: 2.7557, grad_norm: 2.2411 2021-07-09 03:22:19,142 - mmaction - INFO - Epoch [79][300/1879] lr: 7.879e-02, eta: 3 days, 13:45:52, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6523, loss_cls: 2.6663, loss: 2.6663, grad_norm: 2.2101 2021-07-09 03:22:36,663 - mmaction - INFO - Epoch [79][320/1879] lr: 7.879e-02, eta: 3 days, 13:45:31, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6625, loss_cls: 2.6369, loss: 2.6369, grad_norm: 2.2243 2021-07-09 03:22:54,233 - mmaction - INFO - Epoch [79][340/1879] lr: 7.879e-02, eta: 3 days, 13:45:10, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6633, loss_cls: 2.6206, loss: 2.6206, grad_norm: 2.3031 2021-07-09 03:23:11,662 - mmaction - INFO - Epoch [79][360/1879] lr: 7.879e-02, eta: 3 days, 13:44:50, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6602, loss_cls: 2.6662, loss: 2.6662, grad_norm: 2.2430 2021-07-09 03:23:29,172 - mmaction - INFO - Epoch [79][380/1879] lr: 7.879e-02, eta: 3 days, 13:44:29, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6434, loss_cls: 2.7072, loss: 2.7072, grad_norm: 2.2705 2021-07-09 03:23:46,533 - mmaction - INFO - Epoch [79][400/1879] lr: 7.879e-02, eta: 3 days, 13:44:08, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6566, loss_cls: 2.6674, loss: 2.6674, grad_norm: 2.2720 2021-07-09 03:24:04,026 - mmaction - INFO - Epoch [79][420/1879] lr: 7.879e-02, eta: 3 days, 13:43:47, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6605, loss_cls: 2.6856, loss: 2.6856, grad_norm: 2.2346 2021-07-09 03:24:21,489 - mmaction - INFO - Epoch [79][440/1879] lr: 7.879e-02, eta: 3 days, 13:43:26, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6527, loss_cls: 2.6820, loss: 2.6820, grad_norm: 2.2742 2021-07-09 03:24:38,935 - mmaction - INFO - Epoch [79][460/1879] lr: 7.879e-02, eta: 3 days, 13:43:06, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6633, loss_cls: 2.6558, loss: 2.6558, grad_norm: 2.2377 2021-07-09 03:24:56,292 - mmaction - INFO - Epoch [79][480/1879] lr: 7.879e-02, eta: 3 days, 13:42:45, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3867, top5_acc: 0.6410, loss_cls: 2.7175, loss: 2.7175, grad_norm: 2.2697 2021-07-09 03:25:13,867 - mmaction - INFO - Epoch [79][500/1879] lr: 7.879e-02, eta: 3 days, 13:42:24, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6539, loss_cls: 2.6487, loss: 2.6487, grad_norm: 2.2633 2021-07-09 03:25:31,325 - mmaction - INFO - Epoch [79][520/1879] lr: 7.879e-02, eta: 3 days, 13:42:03, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6492, loss_cls: 2.6875, loss: 2.6875, grad_norm: 2.2875 2021-07-09 03:25:48,750 - mmaction - INFO - Epoch [79][540/1879] lr: 7.879e-02, eta: 3 days, 13:41:42, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6438, loss_cls: 2.6983, loss: 2.6983, grad_norm: 2.2875 2021-07-09 03:26:06,299 - mmaction - INFO - Epoch [79][560/1879] lr: 7.879e-02, eta: 3 days, 13:41:22, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6402, loss_cls: 2.7887, loss: 2.7887, grad_norm: 2.2720 2021-07-09 03:26:23,695 - mmaction - INFO - Epoch [79][580/1879] lr: 7.879e-02, eta: 3 days, 13:41:01, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6523, loss_cls: 2.6548, loss: 2.6548, grad_norm: 2.2202 2021-07-09 03:26:41,077 - mmaction - INFO - Epoch [79][600/1879] lr: 7.879e-02, eta: 3 days, 13:40:40, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6504, loss_cls: 2.6844, loss: 2.6844, grad_norm: 2.2524 2021-07-09 03:26:58,628 - mmaction - INFO - Epoch [79][620/1879] lr: 7.879e-02, eta: 3 days, 13:40:19, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6473, loss_cls: 2.6769, loss: 2.6769, grad_norm: 2.2315 2021-07-09 03:27:16,076 - mmaction - INFO - Epoch [79][640/1879] lr: 7.879e-02, eta: 3 days, 13:39:58, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6516, loss_cls: 2.6770, loss: 2.6770, grad_norm: 2.2117 2021-07-09 03:27:33,584 - mmaction - INFO - Epoch [79][660/1879] lr: 7.879e-02, eta: 3 days, 13:39:38, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6363, loss_cls: 2.7181, loss: 2.7181, grad_norm: 2.2239 2021-07-09 03:27:51,000 - mmaction - INFO - Epoch [79][680/1879] lr: 7.879e-02, eta: 3 days, 13:39:17, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6379, loss_cls: 2.7249, loss: 2.7249, grad_norm: 2.2612 2021-07-09 03:28:08,400 - mmaction - INFO - Epoch [79][700/1879] lr: 7.879e-02, eta: 3 days, 13:38:56, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6559, loss_cls: 2.6335, loss: 2.6335, grad_norm: 2.1961 2021-07-09 03:28:25,776 - mmaction - INFO - Epoch [79][720/1879] lr: 7.879e-02, eta: 3 days, 13:38:35, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6367, loss_cls: 2.7365, loss: 2.7365, grad_norm: 2.2984 2021-07-09 03:28:43,230 - mmaction - INFO - Epoch [79][740/1879] lr: 7.879e-02, eta: 3 days, 13:38:14, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6547, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.3078 2021-07-09 03:29:00,808 - mmaction - INFO - Epoch [79][760/1879] lr: 7.879e-02, eta: 3 days, 13:37:54, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6586, loss_cls: 2.6740, loss: 2.6740, grad_norm: 2.2536 2021-07-09 03:29:18,261 - mmaction - INFO - Epoch [79][780/1879] lr: 7.879e-02, eta: 3 days, 13:37:33, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6496, loss_cls: 2.6934, loss: 2.6934, grad_norm: 2.2518 2021-07-09 03:29:35,728 - mmaction - INFO - Epoch [79][800/1879] lr: 7.879e-02, eta: 3 days, 13:37:12, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6629, loss_cls: 2.6660, loss: 2.6660, grad_norm: 2.3137 2021-07-09 03:29:53,328 - mmaction - INFO - Epoch [79][820/1879] lr: 7.879e-02, eta: 3 days, 13:36:52, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6355, loss_cls: 2.7611, loss: 2.7611, grad_norm: 2.3156 2021-07-09 03:30:10,787 - mmaction - INFO - Epoch [79][840/1879] lr: 7.879e-02, eta: 3 days, 13:36:31, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6355, loss_cls: 2.7279, loss: 2.7279, grad_norm: 2.1975 2021-07-09 03:30:28,307 - mmaction - INFO - Epoch [79][860/1879] lr: 7.879e-02, eta: 3 days, 13:36:10, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6367, loss_cls: 2.7746, loss: 2.7746, grad_norm: 2.2894 2021-07-09 03:30:45,902 - mmaction - INFO - Epoch [79][880/1879] lr: 7.879e-02, eta: 3 days, 13:35:50, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6414, loss_cls: 2.6954, loss: 2.6954, grad_norm: 2.2589 2021-07-09 03:31:03,473 - mmaction - INFO - Epoch [79][900/1879] lr: 7.879e-02, eta: 3 days, 13:35:29, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6465, loss_cls: 2.7227, loss: 2.7227, grad_norm: 2.2393 2021-07-09 03:31:20,809 - mmaction - INFO - Epoch [79][920/1879] lr: 7.879e-02, eta: 3 days, 13:35:08, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6383, loss_cls: 2.6998, loss: 2.6998, grad_norm: 2.2441 2021-07-09 03:31:38,317 - mmaction - INFO - Epoch [79][940/1879] lr: 7.879e-02, eta: 3 days, 13:34:48, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6445, loss_cls: 2.7105, loss: 2.7105, grad_norm: 2.2232 2021-07-09 03:31:55,792 - mmaction - INFO - Epoch [79][960/1879] lr: 7.879e-02, eta: 3 days, 13:34:27, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6441, loss_cls: 2.7185, loss: 2.7185, grad_norm: 2.3111 2021-07-09 03:32:13,327 - mmaction - INFO - Epoch [79][980/1879] lr: 7.879e-02, eta: 3 days, 13:34:06, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6590, loss_cls: 2.6582, loss: 2.6582, grad_norm: 2.2862 2021-07-09 03:32:30,750 - mmaction - INFO - Epoch [79][1000/1879] lr: 7.879e-02, eta: 3 days, 13:33:45, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6504, loss_cls: 2.7201, loss: 2.7201, grad_norm: 2.2993 2021-07-09 03:32:48,215 - mmaction - INFO - Epoch [79][1020/1879] lr: 7.879e-02, eta: 3 days, 13:33:25, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6492, loss_cls: 2.7049, loss: 2.7049, grad_norm: 2.2210 2021-07-09 03:33:05,710 - mmaction - INFO - Epoch [79][1040/1879] lr: 7.879e-02, eta: 3 days, 13:33:04, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6375, loss_cls: 2.6840, loss: 2.6840, grad_norm: 2.2268 2021-07-09 03:33:23,229 - mmaction - INFO - Epoch [79][1060/1879] lr: 7.879e-02, eta: 3 days, 13:32:43, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6473, loss_cls: 2.6797, loss: 2.6797, grad_norm: 2.2434 2021-07-09 03:33:40,791 - mmaction - INFO - Epoch [79][1080/1879] lr: 7.879e-02, eta: 3 days, 13:32:23, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6473, loss_cls: 2.7656, loss: 2.7656, grad_norm: 2.2561 2021-07-09 03:33:58,182 - mmaction - INFO - Epoch [79][1100/1879] lr: 7.879e-02, eta: 3 days, 13:32:02, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3742, top5_acc: 0.6309, loss_cls: 2.8117, loss: 2.8117, grad_norm: 2.2631 2021-07-09 03:34:15,778 - mmaction - INFO - Epoch [79][1120/1879] lr: 7.879e-02, eta: 3 days, 13:31:41, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6477, loss_cls: 2.6978, loss: 2.6978, grad_norm: 2.2988 2021-07-09 03:34:33,086 - mmaction - INFO - Epoch [79][1140/1879] lr: 7.879e-02, eta: 3 days, 13:31:20, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6516, loss_cls: 2.7127, loss: 2.7127, grad_norm: 2.2505 2021-07-09 03:34:50,441 - mmaction - INFO - Epoch [79][1160/1879] lr: 7.879e-02, eta: 3 days, 13:30:59, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6562, loss_cls: 2.6605, loss: 2.6605, grad_norm: 2.3225 2021-07-09 03:35:08,025 - mmaction - INFO - Epoch [79][1180/1879] lr: 7.879e-02, eta: 3 days, 13:30:39, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6586, loss_cls: 2.6784, loss: 2.6784, grad_norm: 2.2562 2021-07-09 03:35:25,545 - mmaction - INFO - Epoch [79][1200/1879] lr: 7.879e-02, eta: 3 days, 13:30:18, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6461, loss_cls: 2.6989, loss: 2.6989, grad_norm: 2.2337 2021-07-09 03:35:43,030 - mmaction - INFO - Epoch [79][1220/1879] lr: 7.879e-02, eta: 3 days, 13:29:58, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6336, loss_cls: 2.7531, loss: 2.7531, grad_norm: 2.2284 2021-07-09 03:36:00,432 - mmaction - INFO - Epoch [79][1240/1879] lr: 7.879e-02, eta: 3 days, 13:29:37, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6445, loss_cls: 2.6994, loss: 2.6994, grad_norm: 2.2193 2021-07-09 03:36:17,892 - mmaction - INFO - Epoch [79][1260/1879] lr: 7.879e-02, eta: 3 days, 13:29:16, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6289, loss_cls: 2.7901, loss: 2.7901, grad_norm: 2.2922 2021-07-09 03:36:35,288 - mmaction - INFO - Epoch [79][1280/1879] lr: 7.879e-02, eta: 3 days, 13:28:55, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6488, loss_cls: 2.7142, loss: 2.7142, grad_norm: 2.2763 2021-07-09 03:36:52,861 - mmaction - INFO - Epoch [79][1300/1879] lr: 7.879e-02, eta: 3 days, 13:28:35, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6590, loss_cls: 2.6732, loss: 2.6732, grad_norm: 2.1779 2021-07-09 03:37:10,367 - mmaction - INFO - Epoch [79][1320/1879] lr: 7.879e-02, eta: 3 days, 13:28:14, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6492, loss_cls: 2.7291, loss: 2.7291, grad_norm: 2.2052 2021-07-09 03:37:27,863 - mmaction - INFO - Epoch [79][1340/1879] lr: 7.879e-02, eta: 3 days, 13:27:53, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6469, loss_cls: 2.6822, loss: 2.6822, grad_norm: 2.1958 2021-07-09 03:37:45,329 - mmaction - INFO - Epoch [79][1360/1879] lr: 7.879e-02, eta: 3 days, 13:27:32, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6465, loss_cls: 2.7304, loss: 2.7304, grad_norm: 2.2711 2021-07-09 03:38:02,865 - mmaction - INFO - Epoch [79][1380/1879] lr: 7.879e-02, eta: 3 days, 13:27:12, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6488, loss_cls: 2.7023, loss: 2.7023, grad_norm: 2.2302 2021-07-09 03:38:20,341 - mmaction - INFO - Epoch [79][1400/1879] lr: 7.879e-02, eta: 3 days, 13:26:51, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6430, loss_cls: 2.6943, loss: 2.6943, grad_norm: 2.2701 2021-07-09 03:38:37,827 - mmaction - INFO - Epoch [79][1420/1879] lr: 7.879e-02, eta: 3 days, 13:26:31, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6527, loss_cls: 2.6909, loss: 2.6909, grad_norm: 2.2710 2021-07-09 03:38:55,363 - mmaction - INFO - Epoch [79][1440/1879] lr: 7.879e-02, eta: 3 days, 13:26:10, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6504, loss_cls: 2.7541, loss: 2.7541, grad_norm: 2.3058 2021-07-09 03:39:12,814 - mmaction - INFO - Epoch [79][1460/1879] lr: 7.879e-02, eta: 3 days, 13:25:49, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6352, loss_cls: 2.7276, loss: 2.7276, grad_norm: 2.2676 2021-07-09 03:39:30,437 - mmaction - INFO - Epoch [79][1480/1879] lr: 7.879e-02, eta: 3 days, 13:25:29, time: 0.882, data_time: 0.002, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6387, loss_cls: 2.7095, loss: 2.7095, grad_norm: 2.2344 2021-07-09 03:39:47,801 - mmaction - INFO - Epoch [79][1500/1879] lr: 7.879e-02, eta: 3 days, 13:25:08, time: 0.867, data_time: 0.000, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6426, loss_cls: 2.6862, loss: 2.6862, grad_norm: 2.2883 2021-07-09 03:40:05,194 - mmaction - INFO - Epoch [79][1520/1879] lr: 7.879e-02, eta: 3 days, 13:24:47, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6410, loss_cls: 2.7764, loss: 2.7764, grad_norm: 2.2473 2021-07-09 03:40:22,728 - mmaction - INFO - Epoch [79][1540/1879] lr: 7.879e-02, eta: 3 days, 13:24:26, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3832, top5_acc: 0.6438, loss_cls: 2.7666, loss: 2.7666, grad_norm: 2.2512 2021-07-09 03:40:40,201 - mmaction - INFO - Epoch [79][1560/1879] lr: 7.879e-02, eta: 3 days, 13:24:06, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6496, loss_cls: 2.6557, loss: 2.6557, grad_norm: 2.2210 2021-07-09 03:40:57,761 - mmaction - INFO - Epoch [79][1580/1879] lr: 7.879e-02, eta: 3 days, 13:23:45, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6551, loss_cls: 2.6467, loss: 2.6467, grad_norm: 2.2447 2021-07-09 03:41:15,191 - mmaction - INFO - Epoch [79][1600/1879] lr: 7.879e-02, eta: 3 days, 13:23:24, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6547, loss_cls: 2.6621, loss: 2.6621, grad_norm: 2.2537 2021-07-09 03:41:32,710 - mmaction - INFO - Epoch [79][1620/1879] lr: 7.879e-02, eta: 3 days, 13:23:04, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6516, loss_cls: 2.7093, loss: 2.7093, grad_norm: 2.2900 2021-07-09 03:41:50,269 - mmaction - INFO - Epoch [79][1640/1879] lr: 7.879e-02, eta: 3 days, 13:22:43, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6398, loss_cls: 2.7591, loss: 2.7591, grad_norm: 2.3275 2021-07-09 03:42:07,747 - mmaction - INFO - Epoch [79][1660/1879] lr: 7.879e-02, eta: 3 days, 13:22:22, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6445, loss_cls: 2.7135, loss: 2.7135, grad_norm: 2.2957 2021-07-09 03:42:25,202 - mmaction - INFO - Epoch [79][1680/1879] lr: 7.879e-02, eta: 3 days, 13:22:02, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6457, loss_cls: 2.7033, loss: 2.7033, grad_norm: 2.2776 2021-07-09 03:42:42,693 - mmaction - INFO - Epoch [79][1700/1879] lr: 7.879e-02, eta: 3 days, 13:21:41, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6520, loss_cls: 2.6986, loss: 2.6986, grad_norm: 2.2429 2021-07-09 03:43:00,186 - mmaction - INFO - Epoch [79][1720/1879] lr: 7.879e-02, eta: 3 days, 13:21:20, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6457, loss_cls: 2.7191, loss: 2.7191, grad_norm: 2.2670 2021-07-09 03:43:17,738 - mmaction - INFO - Epoch [79][1740/1879] lr: 7.879e-02, eta: 3 days, 13:21:00, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6445, loss_cls: 2.7245, loss: 2.7245, grad_norm: 2.3095 2021-07-09 03:43:35,281 - mmaction - INFO - Epoch [79][1760/1879] lr: 7.879e-02, eta: 3 days, 13:20:39, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6461, loss_cls: 2.7090, loss: 2.7090, grad_norm: 2.2829 2021-07-09 03:43:52,861 - mmaction - INFO - Epoch [79][1780/1879] lr: 7.879e-02, eta: 3 days, 13:20:19, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3844, top5_acc: 0.6367, loss_cls: 2.7491, loss: 2.7491, grad_norm: 2.2777 2021-07-09 03:44:10,333 - mmaction - INFO - Epoch [79][1800/1879] lr: 7.879e-02, eta: 3 days, 13:19:58, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6426, loss_cls: 2.7205, loss: 2.7205, grad_norm: 2.2511 2021-07-09 03:44:27,736 - mmaction - INFO - Epoch [79][1820/1879] lr: 7.879e-02, eta: 3 days, 13:19:37, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6629, loss_cls: 2.6489, loss: 2.6489, grad_norm: 2.2003 2021-07-09 03:44:45,179 - mmaction - INFO - Epoch [79][1840/1879] lr: 7.879e-02, eta: 3 days, 13:19:17, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6523, loss_cls: 2.7000, loss: 2.7000, grad_norm: 2.2843 2021-07-09 03:45:02,670 - mmaction - INFO - Epoch [79][1860/1879] lr: 7.879e-02, eta: 3 days, 13:18:56, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6461, loss_cls: 2.7300, loss: 2.7300, grad_norm: 2.2939 2021-07-09 03:47:50,707 - mmaction - INFO - Epoch [80][20/1879] lr: 7.829e-02, eta: 3 days, 13:22:16, time: 7.079, data_time: 5.976, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6664, loss_cls: 2.6044, loss: 2.6044, grad_norm: 2.2428 2021-07-09 03:48:07,705 - mmaction - INFO - Epoch [80][40/1879] lr: 7.829e-02, eta: 3 days, 13:21:55, time: 0.868, data_time: 0.026, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6672, loss_cls: 2.6060, loss: 2.6060, grad_norm: 2.2919 2021-07-09 03:48:24,913 - mmaction - INFO - Epoch [80][60/1879] lr: 7.829e-02, eta: 3 days, 13:21:34, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6406, loss_cls: 2.7562, loss: 2.7562, grad_norm: 2.2940 2021-07-09 03:48:42,249 - mmaction - INFO - Epoch [80][80/1879] lr: 7.829e-02, eta: 3 days, 13:21:13, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6652, loss_cls: 2.6562, loss: 2.6562, grad_norm: 2.2972 2021-07-09 03:48:59,522 - mmaction - INFO - Epoch [80][100/1879] lr: 7.829e-02, eta: 3 days, 13:20:52, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6504, loss_cls: 2.7305, loss: 2.7305, grad_norm: 2.3029 2021-07-09 03:49:16,982 - mmaction - INFO - Epoch [80][120/1879] lr: 7.829e-02, eta: 3 days, 13:20:31, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6516, loss_cls: 2.6540, loss: 2.6540, grad_norm: 2.2610 2021-07-09 03:49:34,419 - mmaction - INFO - Epoch [80][140/1879] lr: 7.829e-02, eta: 3 days, 13:20:10, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6562, loss_cls: 2.7182, loss: 2.7182, grad_norm: 2.3182 2021-07-09 03:49:51,906 - mmaction - INFO - Epoch [80][160/1879] lr: 7.829e-02, eta: 3 days, 13:19:50, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6523, loss_cls: 2.7103, loss: 2.7103, grad_norm: 2.2327 2021-07-09 03:50:09,395 - mmaction - INFO - Epoch [80][180/1879] lr: 7.829e-02, eta: 3 days, 13:19:29, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6543, loss_cls: 2.6979, loss: 2.6979, grad_norm: 2.2970 2021-07-09 03:50:26,769 - mmaction - INFO - Epoch [80][200/1879] lr: 7.829e-02, eta: 3 days, 13:19:08, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6418, loss_cls: 2.7360, loss: 2.7360, grad_norm: 2.3078 2021-07-09 03:50:44,195 - mmaction - INFO - Epoch [80][220/1879] lr: 7.829e-02, eta: 3 days, 13:18:47, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6535, loss_cls: 2.7062, loss: 2.7062, grad_norm: 2.2715 2021-07-09 03:51:01,735 - mmaction - INFO - Epoch [80][240/1879] lr: 7.829e-02, eta: 3 days, 13:18:26, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6465, loss_cls: 2.7101, loss: 2.7101, grad_norm: 2.2379 2021-07-09 03:51:19,157 - mmaction - INFO - Epoch [80][260/1879] lr: 7.829e-02, eta: 3 days, 13:18:06, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6480, loss_cls: 2.7127, loss: 2.7127, grad_norm: 2.2242 2021-07-09 03:51:36,590 - mmaction - INFO - Epoch [80][280/1879] lr: 7.829e-02, eta: 3 days, 13:17:45, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6410, loss_cls: 2.7073, loss: 2.7073, grad_norm: 2.2499 2021-07-09 03:51:54,034 - mmaction - INFO - Epoch [80][300/1879] lr: 7.829e-02, eta: 3 days, 13:17:24, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6504, loss_cls: 2.7118, loss: 2.7118, grad_norm: 2.2054 2021-07-09 03:52:11,584 - mmaction - INFO - Epoch [80][320/1879] lr: 7.829e-02, eta: 3 days, 13:17:03, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6469, loss_cls: 2.6818, loss: 2.6818, grad_norm: 2.2392 2021-07-09 03:52:29,105 - mmaction - INFO - Epoch [80][340/1879] lr: 7.829e-02, eta: 3 days, 13:16:43, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6418, loss_cls: 2.6841, loss: 2.6841, grad_norm: 2.2227 2021-07-09 03:52:46,643 - mmaction - INFO - Epoch [80][360/1879] lr: 7.829e-02, eta: 3 days, 13:16:22, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6461, loss_cls: 2.7013, loss: 2.7013, grad_norm: 2.2787 2021-07-09 03:53:04,050 - mmaction - INFO - Epoch [80][380/1879] lr: 7.829e-02, eta: 3 days, 13:16:01, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6730, loss_cls: 2.6222, loss: 2.6222, grad_norm: 2.2534 2021-07-09 03:53:21,518 - mmaction - INFO - Epoch [80][400/1879] lr: 7.829e-02, eta: 3 days, 13:15:41, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6422, loss_cls: 2.7167, loss: 2.7167, grad_norm: 2.2799 2021-07-09 03:53:39,106 - mmaction - INFO - Epoch [80][420/1879] lr: 7.829e-02, eta: 3 days, 13:15:20, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6625, loss_cls: 2.6630, loss: 2.6630, grad_norm: 2.2266 2021-07-09 03:53:56,559 - mmaction - INFO - Epoch [80][440/1879] lr: 7.829e-02, eta: 3 days, 13:14:59, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6543, loss_cls: 2.6578, loss: 2.6578, grad_norm: 2.2319 2021-07-09 03:54:14,114 - mmaction - INFO - Epoch [80][460/1879] lr: 7.829e-02, eta: 3 days, 13:14:39, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6469, loss_cls: 2.6907, loss: 2.6907, grad_norm: 2.2997 2021-07-09 03:54:31,708 - mmaction - INFO - Epoch [80][480/1879] lr: 7.829e-02, eta: 3 days, 13:14:18, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6547, loss_cls: 2.7641, loss: 2.7641, grad_norm: 2.2987 2021-07-09 03:54:49,146 - mmaction - INFO - Epoch [80][500/1879] lr: 7.829e-02, eta: 3 days, 13:13:58, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6570, loss_cls: 2.6781, loss: 2.6781, grad_norm: 2.1945 2021-07-09 03:55:06,717 - mmaction - INFO - Epoch [80][520/1879] lr: 7.829e-02, eta: 3 days, 13:13:37, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6363, loss_cls: 2.6963, loss: 2.6963, grad_norm: 2.2679 2021-07-09 03:55:24,257 - mmaction - INFO - Epoch [80][540/1879] lr: 7.829e-02, eta: 3 days, 13:13:16, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6492, loss_cls: 2.7075, loss: 2.7075, grad_norm: 2.2530 2021-07-09 03:55:41,667 - mmaction - INFO - Epoch [80][560/1879] lr: 7.829e-02, eta: 3 days, 13:12:56, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6348, loss_cls: 2.7486, loss: 2.7486, grad_norm: 2.2759 2021-07-09 03:55:59,092 - mmaction - INFO - Epoch [80][580/1879] lr: 7.829e-02, eta: 3 days, 13:12:35, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6363, loss_cls: 2.7532, loss: 2.7532, grad_norm: 2.2472 2021-07-09 03:56:16,566 - mmaction - INFO - Epoch [80][600/1879] lr: 7.829e-02, eta: 3 days, 13:12:14, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6500, loss_cls: 2.7456, loss: 2.7456, grad_norm: 2.2619 2021-07-09 03:56:34,011 - mmaction - INFO - Epoch [80][620/1879] lr: 7.829e-02, eta: 3 days, 13:11:53, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6531, loss_cls: 2.6959, loss: 2.6959, grad_norm: 2.2466 2021-07-09 03:56:51,611 - mmaction - INFO - Epoch [80][640/1879] lr: 7.829e-02, eta: 3 days, 13:11:33, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6547, loss_cls: 2.6600, loss: 2.6600, grad_norm: 2.2373 2021-07-09 03:57:09,217 - mmaction - INFO - Epoch [80][660/1879] lr: 7.829e-02, eta: 3 days, 13:11:12, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6363, loss_cls: 2.7322, loss: 2.7322, grad_norm: 2.2618 2021-07-09 03:57:26,617 - mmaction - INFO - Epoch [80][680/1879] lr: 7.829e-02, eta: 3 days, 13:10:51, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6699, loss_cls: 2.6151, loss: 2.6151, grad_norm: 2.2292 2021-07-09 03:57:43,994 - mmaction - INFO - Epoch [80][700/1879] lr: 7.829e-02, eta: 3 days, 13:10:31, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6453, loss_cls: 2.7240, loss: 2.7240, grad_norm: 2.2455 2021-07-09 03:58:01,512 - mmaction - INFO - Epoch [80][720/1879] lr: 7.829e-02, eta: 3 days, 13:10:10, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6516, loss_cls: 2.6436, loss: 2.6436, grad_norm: 2.2411 2021-07-09 03:58:18,902 - mmaction - INFO - Epoch [80][740/1879] lr: 7.829e-02, eta: 3 days, 13:09:49, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6637, loss_cls: 2.6350, loss: 2.6350, grad_norm: 2.2718 2021-07-09 03:58:36,468 - mmaction - INFO - Epoch [80][760/1879] lr: 7.829e-02, eta: 3 days, 13:09:29, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6418, loss_cls: 2.7182, loss: 2.7182, grad_norm: 2.2679 2021-07-09 03:58:53,883 - mmaction - INFO - Epoch [80][780/1879] lr: 7.829e-02, eta: 3 days, 13:09:08, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6516, loss_cls: 2.7076, loss: 2.7076, grad_norm: 2.2558 2021-07-09 03:59:11,211 - mmaction - INFO - Epoch [80][800/1879] lr: 7.829e-02, eta: 3 days, 13:08:47, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6406, loss_cls: 2.6804, loss: 2.6804, grad_norm: 2.1934 2021-07-09 03:59:28,749 - mmaction - INFO - Epoch [80][820/1879] lr: 7.829e-02, eta: 3 days, 13:08:26, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3789, top5_acc: 0.6391, loss_cls: 2.7644, loss: 2.7644, grad_norm: 2.2876 2021-07-09 03:59:46,283 - mmaction - INFO - Epoch [80][840/1879] lr: 7.829e-02, eta: 3 days, 13:08:06, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6496, loss_cls: 2.7272, loss: 2.7272, grad_norm: 2.2368 2021-07-09 04:00:03,697 - mmaction - INFO - Epoch [80][860/1879] lr: 7.829e-02, eta: 3 days, 13:07:45, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6375, loss_cls: 2.7092, loss: 2.7092, grad_norm: 2.2284 2021-07-09 04:00:21,245 - mmaction - INFO - Epoch [80][880/1879] lr: 7.829e-02, eta: 3 days, 13:07:24, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6531, loss_cls: 2.6749, loss: 2.6749, grad_norm: 2.2529 2021-07-09 04:00:38,720 - mmaction - INFO - Epoch [80][900/1879] lr: 7.829e-02, eta: 3 days, 13:07:03, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6434, loss_cls: 2.6728, loss: 2.6728, grad_norm: 2.3268 2021-07-09 04:00:56,124 - mmaction - INFO - Epoch [80][920/1879] lr: 7.829e-02, eta: 3 days, 13:06:43, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6496, loss_cls: 2.7155, loss: 2.7155, grad_norm: 2.2989 2021-07-09 04:01:13,633 - mmaction - INFO - Epoch [80][940/1879] lr: 7.829e-02, eta: 3 days, 13:06:22, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6539, loss_cls: 2.6777, loss: 2.6777, grad_norm: 2.2516 2021-07-09 04:01:31,193 - mmaction - INFO - Epoch [80][960/1879] lr: 7.829e-02, eta: 3 days, 13:06:02, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6582, loss_cls: 2.6625, loss: 2.6625, grad_norm: 2.2505 2021-07-09 04:01:48,774 - mmaction - INFO - Epoch [80][980/1879] lr: 7.829e-02, eta: 3 days, 13:05:41, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6348, loss_cls: 2.7674, loss: 2.7674, grad_norm: 2.2894 2021-07-09 04:02:06,172 - mmaction - INFO - Epoch [80][1000/1879] lr: 7.829e-02, eta: 3 days, 13:05:20, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6496, loss_cls: 2.6468, loss: 2.6468, grad_norm: 2.1945 2021-07-09 04:02:23,725 - mmaction - INFO - Epoch [80][1020/1879] lr: 7.829e-02, eta: 3 days, 13:05:00, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6387, loss_cls: 2.7268, loss: 2.7268, grad_norm: 2.2356 2021-07-09 04:02:41,126 - mmaction - INFO - Epoch [80][1040/1879] lr: 7.829e-02, eta: 3 days, 13:04:39, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3824, top5_acc: 0.6297, loss_cls: 2.7672, loss: 2.7672, grad_norm: 2.2608 2021-07-09 04:02:58,725 - mmaction - INFO - Epoch [80][1060/1879] lr: 7.829e-02, eta: 3 days, 13:04:18, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6453, loss_cls: 2.7284, loss: 2.7284, grad_norm: 2.3177 2021-07-09 04:03:16,182 - mmaction - INFO - Epoch [80][1080/1879] lr: 7.829e-02, eta: 3 days, 13:03:58, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6438, loss_cls: 2.7094, loss: 2.7094, grad_norm: 2.2327 2021-07-09 04:03:33,610 - mmaction - INFO - Epoch [80][1100/1879] lr: 7.829e-02, eta: 3 days, 13:03:37, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6508, loss_cls: 2.7015, loss: 2.7015, grad_norm: 2.2735 2021-07-09 04:03:51,038 - mmaction - INFO - Epoch [80][1120/1879] lr: 7.829e-02, eta: 3 days, 13:03:16, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6496, loss_cls: 2.7127, loss: 2.7127, grad_norm: 2.2981 2021-07-09 04:04:08,611 - mmaction - INFO - Epoch [80][1140/1879] lr: 7.829e-02, eta: 3 days, 13:02:55, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6539, loss_cls: 2.6758, loss: 2.6758, grad_norm: 2.3115 2021-07-09 04:04:26,061 - mmaction - INFO - Epoch [80][1160/1879] lr: 7.829e-02, eta: 3 days, 13:02:35, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6516, loss_cls: 2.6521, loss: 2.6521, grad_norm: 2.2577 2021-07-09 04:04:43,462 - mmaction - INFO - Epoch [80][1180/1879] lr: 7.829e-02, eta: 3 days, 13:02:14, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3773, top5_acc: 0.6301, loss_cls: 2.8161, loss: 2.8161, grad_norm: 2.2947 2021-07-09 04:05:00,958 - mmaction - INFO - Epoch [80][1200/1879] lr: 7.829e-02, eta: 3 days, 13:01:53, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6355, loss_cls: 2.7467, loss: 2.7467, grad_norm: 2.2783 2021-07-09 04:05:18,605 - mmaction - INFO - Epoch [80][1220/1879] lr: 7.829e-02, eta: 3 days, 13:01:33, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6434, loss_cls: 2.6909, loss: 2.6909, grad_norm: 2.2036 2021-07-09 04:05:36,188 - mmaction - INFO - Epoch [80][1240/1879] lr: 7.829e-02, eta: 3 days, 13:01:12, time: 0.880, data_time: 0.007, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6473, loss_cls: 2.7390, loss: 2.7390, grad_norm: 2.2639 2021-07-09 04:05:53,607 - mmaction - INFO - Epoch [80][1260/1879] lr: 7.829e-02, eta: 3 days, 13:00:52, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6434, loss_cls: 2.7158, loss: 2.7158, grad_norm: 2.2931 2021-07-09 04:06:11,144 - mmaction - INFO - Epoch [80][1280/1879] lr: 7.829e-02, eta: 3 days, 13:00:31, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6555, loss_cls: 2.6516, loss: 2.6516, grad_norm: 2.2753 2021-07-09 04:06:28,792 - mmaction - INFO - Epoch [80][1300/1879] lr: 7.829e-02, eta: 3 days, 13:00:11, time: 0.882, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6262, loss_cls: 2.7425, loss: 2.7425, grad_norm: 2.3144 2021-07-09 04:06:46,267 - mmaction - INFO - Epoch [80][1320/1879] lr: 7.829e-02, eta: 3 days, 12:59:50, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6414, loss_cls: 2.7240, loss: 2.7240, grad_norm: 2.2835 2021-07-09 04:07:03,785 - mmaction - INFO - Epoch [80][1340/1879] lr: 7.829e-02, eta: 3 days, 12:59:29, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6523, loss_cls: 2.6901, loss: 2.6901, grad_norm: 2.2778 2021-07-09 04:07:21,285 - mmaction - INFO - Epoch [80][1360/1879] lr: 7.829e-02, eta: 3 days, 12:59:09, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6445, loss_cls: 2.7274, loss: 2.7274, grad_norm: 2.3041 2021-07-09 04:07:38,721 - mmaction - INFO - Epoch [80][1380/1879] lr: 7.829e-02, eta: 3 days, 12:58:48, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6609, loss_cls: 2.6440, loss: 2.6440, grad_norm: 2.2287 2021-07-09 04:07:56,407 - mmaction - INFO - Epoch [80][1400/1879] lr: 7.829e-02, eta: 3 days, 12:58:28, time: 0.887, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6504, loss_cls: 2.6881, loss: 2.6881, grad_norm: 2.2108 2021-07-09 04:08:13,942 - mmaction - INFO - Epoch [80][1420/1879] lr: 7.829e-02, eta: 3 days, 12:58:07, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6625, loss_cls: 2.6392, loss: 2.6392, grad_norm: 2.2400 2021-07-09 04:08:31,361 - mmaction - INFO - Epoch [80][1440/1879] lr: 7.829e-02, eta: 3 days, 12:57:47, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6465, loss_cls: 2.6792, loss: 2.6792, grad_norm: 2.2519 2021-07-09 04:08:48,825 - mmaction - INFO - Epoch [80][1460/1879] lr: 7.829e-02, eta: 3 days, 12:57:26, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6469, loss_cls: 2.7201, loss: 2.7201, grad_norm: 2.2621 2021-07-09 04:09:06,374 - mmaction - INFO - Epoch [80][1480/1879] lr: 7.829e-02, eta: 3 days, 12:57:05, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6465, loss_cls: 2.6975, loss: 2.6975, grad_norm: 2.2758 2021-07-09 04:09:23,793 - mmaction - INFO - Epoch [80][1500/1879] lr: 7.829e-02, eta: 3 days, 12:56:45, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3762, top5_acc: 0.6285, loss_cls: 2.8098, loss: 2.8098, grad_norm: 2.2718 2021-07-09 04:09:41,308 - mmaction - INFO - Epoch [80][1520/1879] lr: 7.829e-02, eta: 3 days, 12:56:24, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6629, loss_cls: 2.6630, loss: 2.6630, grad_norm: 2.2351 2021-07-09 04:09:58,812 - mmaction - INFO - Epoch [80][1540/1879] lr: 7.829e-02, eta: 3 days, 12:56:03, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6461, loss_cls: 2.7055, loss: 2.7055, grad_norm: 2.2022 2021-07-09 04:10:16,362 - mmaction - INFO - Epoch [80][1560/1879] lr: 7.829e-02, eta: 3 days, 12:55:43, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6523, loss_cls: 2.6825, loss: 2.6825, grad_norm: 2.2602 2021-07-09 04:10:33,820 - mmaction - INFO - Epoch [80][1580/1879] lr: 7.829e-02, eta: 3 days, 12:55:22, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6426, loss_cls: 2.7337, loss: 2.7337, grad_norm: 2.2999 2021-07-09 04:10:51,271 - mmaction - INFO - Epoch [80][1600/1879] lr: 7.829e-02, eta: 3 days, 12:55:01, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6418, loss_cls: 2.7467, loss: 2.7467, grad_norm: 2.2793 2021-07-09 04:11:08,798 - mmaction - INFO - Epoch [80][1620/1879] lr: 7.829e-02, eta: 3 days, 12:54:41, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6559, loss_cls: 2.6646, loss: 2.6646, grad_norm: 2.2374 2021-07-09 04:11:26,328 - mmaction - INFO - Epoch [80][1640/1879] lr: 7.829e-02, eta: 3 days, 12:54:20, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6535, loss_cls: 2.6505, loss: 2.6505, grad_norm: 2.2345 2021-07-09 04:11:43,867 - mmaction - INFO - Epoch [80][1660/1879] lr: 7.829e-02, eta: 3 days, 12:54:00, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6414, loss_cls: 2.7241, loss: 2.7241, grad_norm: 2.2846 2021-07-09 04:12:01,392 - mmaction - INFO - Epoch [80][1680/1879] lr: 7.829e-02, eta: 3 days, 12:53:39, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6598, loss_cls: 2.6615, loss: 2.6615, grad_norm: 2.2090 2021-07-09 04:12:18,830 - mmaction - INFO - Epoch [80][1700/1879] lr: 7.829e-02, eta: 3 days, 12:53:19, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6516, loss_cls: 2.7083, loss: 2.7083, grad_norm: 2.3011 2021-07-09 04:12:36,322 - mmaction - INFO - Epoch [80][1720/1879] lr: 7.829e-02, eta: 3 days, 12:52:58, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6523, loss_cls: 2.6917, loss: 2.6917, grad_norm: 2.3148 2021-07-09 04:12:53,891 - mmaction - INFO - Epoch [80][1740/1879] lr: 7.829e-02, eta: 3 days, 12:52:37, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6426, loss_cls: 2.7485, loss: 2.7485, grad_norm: 2.2380 2021-07-09 04:13:11,354 - mmaction - INFO - Epoch [80][1760/1879] lr: 7.829e-02, eta: 3 days, 12:52:17, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6324, loss_cls: 2.7632, loss: 2.7632, grad_norm: 2.2548 2021-07-09 04:13:28,844 - mmaction - INFO - Epoch [80][1780/1879] lr: 7.829e-02, eta: 3 days, 12:51:56, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6277, loss_cls: 2.7806, loss: 2.7806, grad_norm: 2.2587 2021-07-09 04:13:46,267 - mmaction - INFO - Epoch [80][1800/1879] lr: 7.829e-02, eta: 3 days, 12:51:35, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6520, loss_cls: 2.6851, loss: 2.6851, grad_norm: 2.2576 2021-07-09 04:14:03,831 - mmaction - INFO - Epoch [80][1820/1879] lr: 7.829e-02, eta: 3 days, 12:51:15, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6520, loss_cls: 2.7107, loss: 2.7107, grad_norm: 2.2851 2021-07-09 04:14:21,181 - mmaction - INFO - Epoch [80][1840/1879] lr: 7.829e-02, eta: 3 days, 12:50:54, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6512, loss_cls: 2.6945, loss: 2.6945, grad_norm: 2.3066 2021-07-09 04:14:38,587 - mmaction - INFO - Epoch [80][1860/1879] lr: 7.829e-02, eta: 3 days, 12:50:33, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6262, loss_cls: 2.7629, loss: 2.7629, grad_norm: 2.2816 2021-07-09 04:18:58,089 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 04:18:58,885 - mmaction - INFO - top1_acc 0.4630 top5_acc 0.7251 2021-07-09 04:18:58,885 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 04:18:58,948 - mmaction - INFO - mean_acc 0.4628 2021-07-09 04:19:00,206 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_80.pth. 2021-07-09 04:19:00,206 - mmaction - INFO - Best top1_acc is 0.4630 at 80 epoch. 2021-07-09 04:19:00,212 - mmaction - INFO - Saving checkpoint at 80 epochs 2021-07-09 04:19:01,192 - mmaction - INFO - Epoch(val) [80][155] top1_acc: 0.4630, top5_acc: 0.7251, mean_class_accuracy: 0.4628 2021-07-09 04:20:32,351 - mmaction - INFO - Epoch [81][20/1879] lr: 7.778e-02, eta: 3 days, 12:51:58, time: 4.555, data_time: 3.359, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6488, loss_cls: 2.7028, loss: 2.7028, grad_norm: 2.2635 2021-07-09 04:20:49,826 - mmaction - INFO - Epoch [81][40/1879] lr: 7.778e-02, eta: 3 days, 12:51:38, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6414, loss_cls: 2.7268, loss: 2.7268, grad_norm: 2.2740 2021-07-09 04:21:07,010 - mmaction - INFO - Epoch [81][60/1879] lr: 7.778e-02, eta: 3 days, 12:51:16, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6605, loss_cls: 2.6511, loss: 2.6511, grad_norm: 2.2346 2021-07-09 04:21:24,159 - mmaction - INFO - Epoch [81][80/1879] lr: 7.778e-02, eta: 3 days, 12:50:55, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6594, loss_cls: 2.6071, loss: 2.6071, grad_norm: 2.2985 2021-07-09 04:21:41,487 - mmaction - INFO - Epoch [81][100/1879] lr: 7.778e-02, eta: 3 days, 12:50:34, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6598, loss_cls: 2.6490, loss: 2.6490, grad_norm: 2.3096 2021-07-09 04:21:59,092 - mmaction - INFO - Epoch [81][120/1879] lr: 7.778e-02, eta: 3 days, 12:50:13, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6430, loss_cls: 2.7439, loss: 2.7439, grad_norm: 2.3263 2021-07-09 04:22:16,529 - mmaction - INFO - Epoch [81][140/1879] lr: 7.778e-02, eta: 3 days, 12:49:53, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6516, loss_cls: 2.6448, loss: 2.6448, grad_norm: 2.2374 2021-07-09 04:22:34,019 - mmaction - INFO - Epoch [81][160/1879] lr: 7.778e-02, eta: 3 days, 12:49:32, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6484, loss_cls: 2.7264, loss: 2.7264, grad_norm: 2.3076 2021-07-09 04:22:51,674 - mmaction - INFO - Epoch [81][180/1879] lr: 7.778e-02, eta: 3 days, 12:49:12, time: 0.883, data_time: 0.003, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6367, loss_cls: 2.7399, loss: 2.7399, grad_norm: 2.2710 2021-07-09 04:23:08,987 - mmaction - INFO - Epoch [81][200/1879] lr: 7.778e-02, eta: 3 days, 12:48:51, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6465, loss_cls: 2.7266, loss: 2.7266, grad_norm: 2.2679 2021-07-09 04:23:26,582 - mmaction - INFO - Epoch [81][220/1879] lr: 7.778e-02, eta: 3 days, 12:48:30, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6465, loss_cls: 2.6893, loss: 2.6893, grad_norm: 2.2698 2021-07-09 04:23:44,001 - mmaction - INFO - Epoch [81][240/1879] lr: 7.778e-02, eta: 3 days, 12:48:10, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6477, loss_cls: 2.6459, loss: 2.6459, grad_norm: 2.2320 2021-07-09 04:24:01,376 - mmaction - INFO - Epoch [81][260/1879] lr: 7.778e-02, eta: 3 days, 12:47:49, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6652, loss_cls: 2.6088, loss: 2.6088, grad_norm: 2.2726 2021-07-09 04:24:18,898 - mmaction - INFO - Epoch [81][280/1879] lr: 7.778e-02, eta: 3 days, 12:47:28, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6617, loss_cls: 2.6423, loss: 2.6423, grad_norm: 2.2933 2021-07-09 04:24:36,390 - mmaction - INFO - Epoch [81][300/1879] lr: 7.778e-02, eta: 3 days, 12:47:07, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6734, loss_cls: 2.6129, loss: 2.6129, grad_norm: 2.2923 2021-07-09 04:24:53,749 - mmaction - INFO - Epoch [81][320/1879] lr: 7.778e-02, eta: 3 days, 12:46:47, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6453, loss_cls: 2.6775, loss: 2.6775, grad_norm: 2.2510 2021-07-09 04:25:11,206 - mmaction - INFO - Epoch [81][340/1879] lr: 7.778e-02, eta: 3 days, 12:46:26, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6469, loss_cls: 2.6944, loss: 2.6944, grad_norm: 2.2628 2021-07-09 04:25:28,662 - mmaction - INFO - Epoch [81][360/1879] lr: 7.778e-02, eta: 3 days, 12:46:05, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6590, loss_cls: 2.6708, loss: 2.6708, grad_norm: 2.2647 2021-07-09 04:25:46,205 - mmaction - INFO - Epoch [81][380/1879] lr: 7.778e-02, eta: 3 days, 12:45:44, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6555, loss_cls: 2.6952, loss: 2.6952, grad_norm: 2.2809 2021-07-09 04:26:03,733 - mmaction - INFO - Epoch [81][400/1879] lr: 7.778e-02, eta: 3 days, 12:45:24, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6609, loss_cls: 2.6804, loss: 2.6804, grad_norm: 2.2982 2021-07-09 04:26:21,177 - mmaction - INFO - Epoch [81][420/1879] lr: 7.778e-02, eta: 3 days, 12:45:03, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6445, loss_cls: 2.7050, loss: 2.7050, grad_norm: 2.2938 2021-07-09 04:26:38,553 - mmaction - INFO - Epoch [81][440/1879] lr: 7.778e-02, eta: 3 days, 12:44:42, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6242, loss_cls: 2.7865, loss: 2.7865, grad_norm: 2.2828 2021-07-09 04:26:56,120 - mmaction - INFO - Epoch [81][460/1879] lr: 7.778e-02, eta: 3 days, 12:44:22, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6523, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.2497 2021-07-09 04:27:13,700 - mmaction - INFO - Epoch [81][480/1879] lr: 7.778e-02, eta: 3 days, 12:44:01, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6523, loss_cls: 2.7255, loss: 2.7255, grad_norm: 2.3176 2021-07-09 04:27:31,173 - mmaction - INFO - Epoch [81][500/1879] lr: 7.778e-02, eta: 3 days, 12:43:41, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6656, loss_cls: 2.5811, loss: 2.5811, grad_norm: 2.2581 2021-07-09 04:27:48,683 - mmaction - INFO - Epoch [81][520/1879] lr: 7.778e-02, eta: 3 days, 12:43:20, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6633, loss_cls: 2.6582, loss: 2.6582, grad_norm: 2.2438 2021-07-09 04:28:06,137 - mmaction - INFO - Epoch [81][540/1879] lr: 7.778e-02, eta: 3 days, 12:42:59, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6473, loss_cls: 2.7123, loss: 2.7123, grad_norm: 2.2753 2021-07-09 04:28:23,586 - mmaction - INFO - Epoch [81][560/1879] lr: 7.778e-02, eta: 3 days, 12:42:39, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6484, loss_cls: 2.7257, loss: 2.7257, grad_norm: 2.2284 2021-07-09 04:28:40,999 - mmaction - INFO - Epoch [81][580/1879] lr: 7.778e-02, eta: 3 days, 12:42:18, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6594, loss_cls: 2.6786, loss: 2.6786, grad_norm: 2.2597 2021-07-09 04:28:58,434 - mmaction - INFO - Epoch [81][600/1879] lr: 7.778e-02, eta: 3 days, 12:41:57, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6594, loss_cls: 2.6541, loss: 2.6541, grad_norm: 2.2865 2021-07-09 04:29:15,956 - mmaction - INFO - Epoch [81][620/1879] lr: 7.778e-02, eta: 3 days, 12:41:37, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6516, loss_cls: 2.6391, loss: 2.6391, grad_norm: 2.2836 2021-07-09 04:29:33,405 - mmaction - INFO - Epoch [81][640/1879] lr: 7.778e-02, eta: 3 days, 12:41:16, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6395, loss_cls: 2.7717, loss: 2.7717, grad_norm: 2.3220 2021-07-09 04:29:50,849 - mmaction - INFO - Epoch [81][660/1879] lr: 7.778e-02, eta: 3 days, 12:40:55, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6566, loss_cls: 2.6302, loss: 2.6302, grad_norm: 2.2282 2021-07-09 04:30:08,407 - mmaction - INFO - Epoch [81][680/1879] lr: 7.778e-02, eta: 3 days, 12:40:35, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6523, loss_cls: 2.6722, loss: 2.6722, grad_norm: 2.2613 2021-07-09 04:30:25,827 - mmaction - INFO - Epoch [81][700/1879] lr: 7.778e-02, eta: 3 days, 12:40:14, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6590, loss_cls: 2.6585, loss: 2.6585, grad_norm: 2.2686 2021-07-09 04:30:43,329 - mmaction - INFO - Epoch [81][720/1879] lr: 7.778e-02, eta: 3 days, 12:39:53, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6473, loss_cls: 2.6832, loss: 2.6832, grad_norm: 2.2774 2021-07-09 04:31:00,716 - mmaction - INFO - Epoch [81][740/1879] lr: 7.778e-02, eta: 3 days, 12:39:33, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6492, loss_cls: 2.6932, loss: 2.6932, grad_norm: 2.2867 2021-07-09 04:31:18,038 - mmaction - INFO - Epoch [81][760/1879] lr: 7.778e-02, eta: 3 days, 12:39:12, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6422, loss_cls: 2.7618, loss: 2.7618, grad_norm: 2.2677 2021-07-09 04:31:35,543 - mmaction - INFO - Epoch [81][780/1879] lr: 7.778e-02, eta: 3 days, 12:38:51, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6305, loss_cls: 2.7675, loss: 2.7675, grad_norm: 2.2606 2021-07-09 04:31:52,899 - mmaction - INFO - Epoch [81][800/1879] lr: 7.778e-02, eta: 3 days, 12:38:30, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6414, loss_cls: 2.7262, loss: 2.7262, grad_norm: 2.2150 2021-07-09 04:32:10,404 - mmaction - INFO - Epoch [81][820/1879] lr: 7.778e-02, eta: 3 days, 12:38:10, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6465, loss_cls: 2.6848, loss: 2.6848, grad_norm: 2.2269 2021-07-09 04:32:27,885 - mmaction - INFO - Epoch [81][840/1879] lr: 7.778e-02, eta: 3 days, 12:37:49, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6488, loss_cls: 2.6767, loss: 2.6767, grad_norm: 2.3150 2021-07-09 04:32:45,436 - mmaction - INFO - Epoch [81][860/1879] lr: 7.778e-02, eta: 3 days, 12:37:28, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6547, loss_cls: 2.6853, loss: 2.6853, grad_norm: 2.2625 2021-07-09 04:33:02,935 - mmaction - INFO - Epoch [81][880/1879] lr: 7.778e-02, eta: 3 days, 12:37:08, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6559, loss_cls: 2.6827, loss: 2.6827, grad_norm: 2.2441 2021-07-09 04:33:20,399 - mmaction - INFO - Epoch [81][900/1879] lr: 7.778e-02, eta: 3 days, 12:36:47, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6484, loss_cls: 2.7082, loss: 2.7082, grad_norm: 2.2872 2021-07-09 04:33:37,862 - mmaction - INFO - Epoch [81][920/1879] lr: 7.778e-02, eta: 3 days, 12:36:26, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6504, loss_cls: 2.6664, loss: 2.6664, grad_norm: 2.2407 2021-07-09 04:33:55,440 - mmaction - INFO - Epoch [81][940/1879] lr: 7.778e-02, eta: 3 days, 12:36:06, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6539, loss_cls: 2.6816, loss: 2.6816, grad_norm: 2.3032 2021-07-09 04:34:12,978 - mmaction - INFO - Epoch [81][960/1879] lr: 7.778e-02, eta: 3 days, 12:35:46, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6594, loss_cls: 2.6699, loss: 2.6699, grad_norm: 2.2514 2021-07-09 04:34:30,343 - mmaction - INFO - Epoch [81][980/1879] lr: 7.778e-02, eta: 3 days, 12:35:25, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6578, loss_cls: 2.7119, loss: 2.7119, grad_norm: 2.2330 2021-07-09 04:34:47,884 - mmaction - INFO - Epoch [81][1000/1879] lr: 7.778e-02, eta: 3 days, 12:35:04, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6547, loss_cls: 2.6879, loss: 2.6879, grad_norm: 2.2422 2021-07-09 04:35:05,559 - mmaction - INFO - Epoch [81][1020/1879] lr: 7.778e-02, eta: 3 days, 12:34:44, time: 0.886, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6406, loss_cls: 2.7309, loss: 2.7309, grad_norm: 2.3358 2021-07-09 04:35:23,024 - mmaction - INFO - Epoch [81][1040/1879] lr: 7.778e-02, eta: 3 days, 12:34:23, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6543, loss_cls: 2.6600, loss: 2.6600, grad_norm: 2.2634 2021-07-09 04:35:40,589 - mmaction - INFO - Epoch [81][1060/1879] lr: 7.778e-02, eta: 3 days, 12:34:03, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6621, loss_cls: 2.6778, loss: 2.6778, grad_norm: 2.3177 2021-07-09 04:35:58,085 - mmaction - INFO - Epoch [81][1080/1879] lr: 7.778e-02, eta: 3 days, 12:33:42, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6410, loss_cls: 2.6919, loss: 2.6919, grad_norm: 2.2880 2021-07-09 04:36:15,600 - mmaction - INFO - Epoch [81][1100/1879] lr: 7.778e-02, eta: 3 days, 12:33:22, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6551, loss_cls: 2.6771, loss: 2.6771, grad_norm: 2.2782 2021-07-09 04:36:33,093 - mmaction - INFO - Epoch [81][1120/1879] lr: 7.778e-02, eta: 3 days, 12:33:01, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6535, loss_cls: 2.6816, loss: 2.6816, grad_norm: 2.2723 2021-07-09 04:36:50,606 - mmaction - INFO - Epoch [81][1140/1879] lr: 7.778e-02, eta: 3 days, 12:32:41, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6504, loss_cls: 2.7090, loss: 2.7090, grad_norm: 2.2809 2021-07-09 04:37:08,016 - mmaction - INFO - Epoch [81][1160/1879] lr: 7.778e-02, eta: 3 days, 12:32:20, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6305, loss_cls: 2.7588, loss: 2.7588, grad_norm: 2.2122 2021-07-09 04:37:25,544 - mmaction - INFO - Epoch [81][1180/1879] lr: 7.778e-02, eta: 3 days, 12:31:59, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6449, loss_cls: 2.7137, loss: 2.7137, grad_norm: 2.2311 2021-07-09 04:37:42,860 - mmaction - INFO - Epoch [81][1200/1879] lr: 7.778e-02, eta: 3 days, 12:31:38, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6422, loss_cls: 2.7224, loss: 2.7224, grad_norm: 2.2543 2021-07-09 04:38:00,372 - mmaction - INFO - Epoch [81][1220/1879] lr: 7.778e-02, eta: 3 days, 12:31:18, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6391, loss_cls: 2.7156, loss: 2.7156, grad_norm: 2.2156 2021-07-09 04:38:18,028 - mmaction - INFO - Epoch [81][1240/1879] lr: 7.778e-02, eta: 3 days, 12:30:57, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6480, loss_cls: 2.6941, loss: 2.6941, grad_norm: 2.2667 2021-07-09 04:38:35,578 - mmaction - INFO - Epoch [81][1260/1879] lr: 7.778e-02, eta: 3 days, 12:30:37, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6559, loss_cls: 2.7042, loss: 2.7042, grad_norm: 2.2983 2021-07-09 04:38:53,037 - mmaction - INFO - Epoch [81][1280/1879] lr: 7.778e-02, eta: 3 days, 12:30:16, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6422, loss_cls: 2.7483, loss: 2.7483, grad_norm: 2.2717 2021-07-09 04:39:10,627 - mmaction - INFO - Epoch [81][1300/1879] lr: 7.778e-02, eta: 3 days, 12:29:56, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6461, loss_cls: 2.6902, loss: 2.6902, grad_norm: 2.2364 2021-07-09 04:39:28,100 - mmaction - INFO - Epoch [81][1320/1879] lr: 7.778e-02, eta: 3 days, 12:29:35, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6578, loss_cls: 2.6987, loss: 2.6987, grad_norm: 2.2949 2021-07-09 04:39:45,679 - mmaction - INFO - Epoch [81][1340/1879] lr: 7.778e-02, eta: 3 days, 12:29:15, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6430, loss_cls: 2.7275, loss: 2.7275, grad_norm: 2.2790 2021-07-09 04:40:03,184 - mmaction - INFO - Epoch [81][1360/1879] lr: 7.778e-02, eta: 3 days, 12:28:54, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6527, loss_cls: 2.6612, loss: 2.6612, grad_norm: 2.2856 2021-07-09 04:40:20,731 - mmaction - INFO - Epoch [81][1380/1879] lr: 7.778e-02, eta: 3 days, 12:28:34, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6488, loss_cls: 2.6924, loss: 2.6924, grad_norm: 2.3147 2021-07-09 04:40:38,313 - mmaction - INFO - Epoch [81][1400/1879] lr: 7.778e-02, eta: 3 days, 12:28:13, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6430, loss_cls: 2.7199, loss: 2.7199, grad_norm: 2.3197 2021-07-09 04:40:55,761 - mmaction - INFO - Epoch [81][1420/1879] lr: 7.778e-02, eta: 3 days, 12:27:53, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6504, loss_cls: 2.6739, loss: 2.6739, grad_norm: 2.2754 2021-07-09 04:41:13,213 - mmaction - INFO - Epoch [81][1440/1879] lr: 7.778e-02, eta: 3 days, 12:27:32, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6492, loss_cls: 2.7208, loss: 2.7208, grad_norm: 2.2800 2021-07-09 04:41:30,732 - mmaction - INFO - Epoch [81][1460/1879] lr: 7.778e-02, eta: 3 days, 12:27:12, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6676, loss_cls: 2.6058, loss: 2.6058, grad_norm: 2.2456 2021-07-09 04:41:48,195 - mmaction - INFO - Epoch [81][1480/1879] lr: 7.778e-02, eta: 3 days, 12:26:51, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6520, loss_cls: 2.6576, loss: 2.6576, grad_norm: 2.2717 2021-07-09 04:42:05,639 - mmaction - INFO - Epoch [81][1500/1879] lr: 7.778e-02, eta: 3 days, 12:26:30, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6480, loss_cls: 2.6871, loss: 2.6871, grad_norm: 2.2765 2021-07-09 04:42:23,113 - mmaction - INFO - Epoch [81][1520/1879] lr: 7.778e-02, eta: 3 days, 12:26:10, time: 0.872, data_time: 0.009, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6508, loss_cls: 2.6807, loss: 2.6807, grad_norm: 2.2597 2021-07-09 04:42:40,627 - mmaction - INFO - Epoch [81][1540/1879] lr: 7.778e-02, eta: 3 days, 12:25:49, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6492, loss_cls: 2.6853, loss: 2.6853, grad_norm: 2.2578 2021-07-09 04:42:58,124 - mmaction - INFO - Epoch [81][1560/1879] lr: 7.778e-02, eta: 3 days, 12:25:29, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6520, loss_cls: 2.6828, loss: 2.6828, grad_norm: 2.2569 2021-07-09 04:43:15,591 - mmaction - INFO - Epoch [81][1580/1879] lr: 7.778e-02, eta: 3 days, 12:25:08, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6516, loss_cls: 2.6910, loss: 2.6910, grad_norm: 2.2886 2021-07-09 04:43:33,242 - mmaction - INFO - Epoch [81][1600/1879] lr: 7.778e-02, eta: 3 days, 12:24:48, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6496, loss_cls: 2.7232, loss: 2.7232, grad_norm: 2.3013 2021-07-09 04:43:50,705 - mmaction - INFO - Epoch [81][1620/1879] lr: 7.778e-02, eta: 3 days, 12:24:27, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6586, loss_cls: 2.6665, loss: 2.6665, grad_norm: 2.2609 2021-07-09 04:44:08,180 - mmaction - INFO - Epoch [81][1640/1879] lr: 7.778e-02, eta: 3 days, 12:24:06, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6648, loss_cls: 2.6314, loss: 2.6314, grad_norm: 2.2715 2021-07-09 04:44:25,638 - mmaction - INFO - Epoch [81][1660/1879] lr: 7.778e-02, eta: 3 days, 12:23:46, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6504, loss_cls: 2.7049, loss: 2.7049, grad_norm: 2.2663 2021-07-09 04:44:43,029 - mmaction - INFO - Epoch [81][1680/1879] lr: 7.778e-02, eta: 3 days, 12:23:25, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6691, loss_cls: 2.6500, loss: 2.6500, grad_norm: 2.2833 2021-07-09 04:45:00,527 - mmaction - INFO - Epoch [81][1700/1879] lr: 7.778e-02, eta: 3 days, 12:23:04, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6352, loss_cls: 2.7640, loss: 2.7640, grad_norm: 2.2998 2021-07-09 04:45:18,078 - mmaction - INFO - Epoch [81][1720/1879] lr: 7.778e-02, eta: 3 days, 12:22:44, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6453, loss_cls: 2.7096, loss: 2.7096, grad_norm: 2.2946 2021-07-09 04:45:35,563 - mmaction - INFO - Epoch [81][1740/1879] lr: 7.778e-02, eta: 3 days, 12:22:23, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6590, loss_cls: 2.6593, loss: 2.6593, grad_norm: 2.2906 2021-07-09 04:45:53,055 - mmaction - INFO - Epoch [81][1760/1879] lr: 7.778e-02, eta: 3 days, 12:22:03, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6488, loss_cls: 2.6651, loss: 2.6651, grad_norm: 2.3053 2021-07-09 04:46:10,535 - mmaction - INFO - Epoch [81][1780/1879] lr: 7.778e-02, eta: 3 days, 12:21:42, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6594, loss_cls: 2.7126, loss: 2.7126, grad_norm: 2.3012 2021-07-09 04:46:28,021 - mmaction - INFO - Epoch [81][1800/1879] lr: 7.778e-02, eta: 3 days, 12:21:21, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6512, loss_cls: 2.6938, loss: 2.6938, grad_norm: 2.2880 2021-07-09 04:46:45,505 - mmaction - INFO - Epoch [81][1820/1879] lr: 7.778e-02, eta: 3 days, 12:21:01, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6383, loss_cls: 2.7473, loss: 2.7473, grad_norm: 2.2557 2021-07-09 04:47:02,975 - mmaction - INFO - Epoch [81][1840/1879] lr: 7.778e-02, eta: 3 days, 12:20:40, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6551, loss_cls: 2.6909, loss: 2.6909, grad_norm: 2.2537 2021-07-09 04:47:20,378 - mmaction - INFO - Epoch [81][1860/1879] lr: 7.778e-02, eta: 3 days, 12:20:20, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6574, loss_cls: 2.6431, loss: 2.6431, grad_norm: 2.2662 2021-07-09 04:50:08,294 - mmaction - INFO - Epoch [82][20/1879] lr: 7.727e-02, eta: 3 days, 12:23:40, time: 7.281, data_time: 6.117, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6559, loss_cls: 2.6579, loss: 2.6579, grad_norm: 2.2669 2021-07-09 04:50:25,336 - mmaction - INFO - Epoch [82][40/1879] lr: 7.727e-02, eta: 3 days, 12:23:19, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6562, loss_cls: 2.6628, loss: 2.6628, grad_norm: 2.2703 2021-07-09 04:50:42,578 - mmaction - INFO - Epoch [82][60/1879] lr: 7.727e-02, eta: 3 days, 12:22:58, time: 0.859, data_time: 0.001, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6527, loss_cls: 2.6627, loss: 2.6627, grad_norm: 2.2632 2021-07-09 04:50:59,980 - mmaction - INFO - Epoch [82][80/1879] lr: 7.727e-02, eta: 3 days, 12:22:37, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6641, loss_cls: 2.6080, loss: 2.6080, grad_norm: 2.3119 2021-07-09 04:51:17,417 - mmaction - INFO - Epoch [82][100/1879] lr: 7.727e-02, eta: 3 days, 12:22:16, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6582, loss_cls: 2.6418, loss: 2.6418, grad_norm: 2.2539 2021-07-09 04:51:34,950 - mmaction - INFO - Epoch [82][120/1879] lr: 7.727e-02, eta: 3 days, 12:21:56, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6605, loss_cls: 2.6540, loss: 2.6540, grad_norm: 2.2746 2021-07-09 04:51:52,343 - mmaction - INFO - Epoch [82][140/1879] lr: 7.727e-02, eta: 3 days, 12:21:35, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6613, loss_cls: 2.6173, loss: 2.6173, grad_norm: 2.2406 2021-07-09 04:52:09,879 - mmaction - INFO - Epoch [82][160/1879] lr: 7.727e-02, eta: 3 days, 12:21:14, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6680, loss_cls: 2.5978, loss: 2.5978, grad_norm: 2.2838 2021-07-09 04:52:27,389 - mmaction - INFO - Epoch [82][180/1879] lr: 7.727e-02, eta: 3 days, 12:20:54, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6633, loss_cls: 2.6437, loss: 2.6437, grad_norm: 2.2598 2021-07-09 04:52:44,751 - mmaction - INFO - Epoch [82][200/1879] lr: 7.727e-02, eta: 3 days, 12:20:33, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6391, loss_cls: 2.7367, loss: 2.7367, grad_norm: 2.3000 2021-07-09 04:53:02,124 - mmaction - INFO - Epoch [82][220/1879] lr: 7.727e-02, eta: 3 days, 12:20:12, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6559, loss_cls: 2.6515, loss: 2.6515, grad_norm: 2.2351 2021-07-09 04:53:19,529 - mmaction - INFO - Epoch [82][240/1879] lr: 7.727e-02, eta: 3 days, 12:19:51, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6578, loss_cls: 2.7291, loss: 2.7291, grad_norm: 2.3263 2021-07-09 04:53:37,006 - mmaction - INFO - Epoch [82][260/1879] lr: 7.727e-02, eta: 3 days, 12:19:30, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6535, loss_cls: 2.6544, loss: 2.6544, grad_norm: 2.2391 2021-07-09 04:53:54,569 - mmaction - INFO - Epoch [82][280/1879] lr: 7.727e-02, eta: 3 days, 12:19:10, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6555, loss_cls: 2.6328, loss: 2.6328, grad_norm: 2.2636 2021-07-09 04:54:11,941 - mmaction - INFO - Epoch [82][300/1879] lr: 7.727e-02, eta: 3 days, 12:18:49, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6625, loss_cls: 2.6119, loss: 2.6119, grad_norm: 2.2331 2021-07-09 04:54:29,312 - mmaction - INFO - Epoch [82][320/1879] lr: 7.727e-02, eta: 3 days, 12:18:28, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6488, loss_cls: 2.7189, loss: 2.7189, grad_norm: 2.2882 2021-07-09 04:54:46,951 - mmaction - INFO - Epoch [82][340/1879] lr: 7.727e-02, eta: 3 days, 12:18:08, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6672, loss_cls: 2.5578, loss: 2.5578, grad_norm: 2.2125 2021-07-09 04:55:04,315 - mmaction - INFO - Epoch [82][360/1879] lr: 7.727e-02, eta: 3 days, 12:17:47, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6359, loss_cls: 2.7414, loss: 2.7414, grad_norm: 2.3330 2021-07-09 04:55:21,824 - mmaction - INFO - Epoch [82][380/1879] lr: 7.727e-02, eta: 3 days, 12:17:27, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6613, loss_cls: 2.6600, loss: 2.6600, grad_norm: 2.2678 2021-07-09 04:55:39,244 - mmaction - INFO - Epoch [82][400/1879] lr: 7.727e-02, eta: 3 days, 12:17:06, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6699, loss_cls: 2.6414, loss: 2.6414, grad_norm: 2.2504 2021-07-09 04:55:56,767 - mmaction - INFO - Epoch [82][420/1879] lr: 7.727e-02, eta: 3 days, 12:16:45, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6441, loss_cls: 2.6911, loss: 2.6911, grad_norm: 2.2862 2021-07-09 04:56:14,368 - mmaction - INFO - Epoch [82][440/1879] lr: 7.727e-02, eta: 3 days, 12:16:25, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6504, loss_cls: 2.6997, loss: 2.6997, grad_norm: 2.2853 2021-07-09 04:56:31,843 - mmaction - INFO - Epoch [82][460/1879] lr: 7.727e-02, eta: 3 days, 12:16:04, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6480, loss_cls: 2.7084, loss: 2.7084, grad_norm: 2.2733 2021-07-09 04:56:49,317 - mmaction - INFO - Epoch [82][480/1879] lr: 7.727e-02, eta: 3 days, 12:15:44, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6527, loss_cls: 2.6426, loss: 2.6426, grad_norm: 2.2755 2021-07-09 04:57:06,764 - mmaction - INFO - Epoch [82][500/1879] lr: 7.727e-02, eta: 3 days, 12:15:23, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6633, loss_cls: 2.6672, loss: 2.6672, grad_norm: 2.2805 2021-07-09 04:57:24,347 - mmaction - INFO - Epoch [82][520/1879] lr: 7.727e-02, eta: 3 days, 12:15:03, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6449, loss_cls: 2.7143, loss: 2.7143, grad_norm: 2.2791 2021-07-09 04:57:41,801 - mmaction - INFO - Epoch [82][540/1879] lr: 7.727e-02, eta: 3 days, 12:14:42, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6547, loss_cls: 2.6618, loss: 2.6618, grad_norm: 2.2703 2021-07-09 04:57:59,336 - mmaction - INFO - Epoch [82][560/1879] lr: 7.727e-02, eta: 3 days, 12:14:21, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6605, loss_cls: 2.6292, loss: 2.6292, grad_norm: 2.2904 2021-07-09 04:58:16,768 - mmaction - INFO - Epoch [82][580/1879] lr: 7.727e-02, eta: 3 days, 12:14:01, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6520, loss_cls: 2.6661, loss: 2.6661, grad_norm: 2.3023 2021-07-09 04:58:34,431 - mmaction - INFO - Epoch [82][600/1879] lr: 7.727e-02, eta: 3 days, 12:13:40, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6523, loss_cls: 2.6874, loss: 2.6874, grad_norm: 2.2788 2021-07-09 04:58:51,921 - mmaction - INFO - Epoch [82][620/1879] lr: 7.727e-02, eta: 3 days, 12:13:20, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6648, loss_cls: 2.6557, loss: 2.6557, grad_norm: 2.2664 2021-07-09 04:59:09,394 - mmaction - INFO - Epoch [82][640/1879] lr: 7.727e-02, eta: 3 days, 12:12:59, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6652, loss_cls: 2.6250, loss: 2.6250, grad_norm: 2.2888 2021-07-09 04:59:26,853 - mmaction - INFO - Epoch [82][660/1879] lr: 7.727e-02, eta: 3 days, 12:12:39, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6551, loss_cls: 2.6786, loss: 2.6786, grad_norm: 2.3179 2021-07-09 04:59:44,334 - mmaction - INFO - Epoch [82][680/1879] lr: 7.727e-02, eta: 3 days, 12:12:18, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6426, loss_cls: 2.7010, loss: 2.7010, grad_norm: 2.3006 2021-07-09 05:00:01,832 - mmaction - INFO - Epoch [82][700/1879] lr: 7.727e-02, eta: 3 days, 12:11:57, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6484, loss_cls: 2.6933, loss: 2.6933, grad_norm: 2.2927 2021-07-09 05:00:19,313 - mmaction - INFO - Epoch [82][720/1879] lr: 7.727e-02, eta: 3 days, 12:11:37, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6531, loss_cls: 2.7039, loss: 2.7039, grad_norm: 2.2902 2021-07-09 05:00:36,735 - mmaction - INFO - Epoch [82][740/1879] lr: 7.727e-02, eta: 3 days, 12:11:16, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6387, loss_cls: 2.6925, loss: 2.6925, grad_norm: 2.2879 2021-07-09 05:00:54,202 - mmaction - INFO - Epoch [82][760/1879] lr: 7.727e-02, eta: 3 days, 12:10:55, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6645, loss_cls: 2.6364, loss: 2.6364, grad_norm: 2.3413 2021-07-09 05:01:11,696 - mmaction - INFO - Epoch [82][780/1879] lr: 7.727e-02, eta: 3 days, 12:10:35, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6441, loss_cls: 2.7117, loss: 2.7117, grad_norm: 2.3112 2021-07-09 05:01:29,251 - mmaction - INFO - Epoch [82][800/1879] lr: 7.727e-02, eta: 3 days, 12:10:14, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3738, top5_acc: 0.6402, loss_cls: 2.7499, loss: 2.7499, grad_norm: 2.2776 2021-07-09 05:01:46,847 - mmaction - INFO - Epoch [82][820/1879] lr: 7.727e-02, eta: 3 days, 12:09:54, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6445, loss_cls: 2.7255, loss: 2.7255, grad_norm: 2.2630 2021-07-09 05:02:04,286 - mmaction - INFO - Epoch [82][840/1879] lr: 7.727e-02, eta: 3 days, 12:09:33, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6445, loss_cls: 2.7407, loss: 2.7407, grad_norm: 2.2888 2021-07-09 05:02:21,752 - mmaction - INFO - Epoch [82][860/1879] lr: 7.727e-02, eta: 3 days, 12:09:13, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6574, loss_cls: 2.6845, loss: 2.6845, grad_norm: 2.2607 2021-07-09 05:02:39,126 - mmaction - INFO - Epoch [82][880/1879] lr: 7.727e-02, eta: 3 days, 12:08:52, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6613, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.2673 2021-07-09 05:02:56,736 - mmaction - INFO - Epoch [82][900/1879] lr: 7.727e-02, eta: 3 days, 12:08:32, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6547, loss_cls: 2.7020, loss: 2.7020, grad_norm: 2.2620 2021-07-09 05:03:14,129 - mmaction - INFO - Epoch [82][920/1879] lr: 7.727e-02, eta: 3 days, 12:08:11, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6480, loss_cls: 2.6904, loss: 2.6904, grad_norm: 2.2086 2021-07-09 05:03:31,602 - mmaction - INFO - Epoch [82][940/1879] lr: 7.727e-02, eta: 3 days, 12:07:50, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6500, loss_cls: 2.6526, loss: 2.6526, grad_norm: 2.2743 2021-07-09 05:03:49,127 - mmaction - INFO - Epoch [82][960/1879] lr: 7.727e-02, eta: 3 days, 12:07:30, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6496, loss_cls: 2.7245, loss: 2.7245, grad_norm: 2.3048 2021-07-09 05:04:06,614 - mmaction - INFO - Epoch [82][980/1879] lr: 7.727e-02, eta: 3 days, 12:07:09, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6430, loss_cls: 2.7062, loss: 2.7062, grad_norm: 2.2253 2021-07-09 05:04:24,169 - mmaction - INFO - Epoch [82][1000/1879] lr: 7.727e-02, eta: 3 days, 12:06:49, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6395, loss_cls: 2.7159, loss: 2.7159, grad_norm: 2.2837 2021-07-09 05:04:41,693 - mmaction - INFO - Epoch [82][1020/1879] lr: 7.727e-02, eta: 3 days, 12:06:28, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6488, loss_cls: 2.7026, loss: 2.7026, grad_norm: 2.2713 2021-07-09 05:04:59,098 - mmaction - INFO - Epoch [82][1040/1879] lr: 7.727e-02, eta: 3 days, 12:06:07, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6316, loss_cls: 2.7401, loss: 2.7401, grad_norm: 2.2526 2021-07-09 05:05:16,634 - mmaction - INFO - Epoch [82][1060/1879] lr: 7.727e-02, eta: 3 days, 12:05:47, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6539, loss_cls: 2.6960, loss: 2.6960, grad_norm: 2.3118 2021-07-09 05:05:34,172 - mmaction - INFO - Epoch [82][1080/1879] lr: 7.727e-02, eta: 3 days, 12:05:26, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6504, loss_cls: 2.7176, loss: 2.7176, grad_norm: 2.2917 2021-07-09 05:05:51,564 - mmaction - INFO - Epoch [82][1100/1879] lr: 7.727e-02, eta: 3 days, 12:05:06, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6645, loss_cls: 2.6185, loss: 2.6185, grad_norm: 2.2449 2021-07-09 05:06:09,221 - mmaction - INFO - Epoch [82][1120/1879] lr: 7.727e-02, eta: 3 days, 12:04:45, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6445, loss_cls: 2.7289, loss: 2.7289, grad_norm: 2.2909 2021-07-09 05:06:26,743 - mmaction - INFO - Epoch [82][1140/1879] lr: 7.727e-02, eta: 3 days, 12:04:25, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6746, loss_cls: 2.5453, loss: 2.5453, grad_norm: 2.2731 2021-07-09 05:06:44,024 - mmaction - INFO - Epoch [82][1160/1879] lr: 7.727e-02, eta: 3 days, 12:04:04, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3859, top5_acc: 0.6477, loss_cls: 2.7377, loss: 2.7377, grad_norm: 2.3176 2021-07-09 05:07:01,506 - mmaction - INFO - Epoch [82][1180/1879] lr: 7.727e-02, eta: 3 days, 12:03:43, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6535, loss_cls: 2.7104, loss: 2.7104, grad_norm: 2.3131 2021-07-09 05:07:19,073 - mmaction - INFO - Epoch [82][1200/1879] lr: 7.727e-02, eta: 3 days, 12:03:23, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6430, loss_cls: 2.6988, loss: 2.6988, grad_norm: 2.2361 2021-07-09 05:07:36,569 - mmaction - INFO - Epoch [82][1220/1879] lr: 7.727e-02, eta: 3 days, 12:03:02, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6586, loss_cls: 2.6648, loss: 2.6648, grad_norm: 2.2612 2021-07-09 05:07:53,945 - mmaction - INFO - Epoch [82][1240/1879] lr: 7.727e-02, eta: 3 days, 12:02:41, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6613, loss_cls: 2.6507, loss: 2.6507, grad_norm: 2.2928 2021-07-09 05:08:11,433 - mmaction - INFO - Epoch [82][1260/1879] lr: 7.727e-02, eta: 3 days, 12:02:21, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6629, loss_cls: 2.5897, loss: 2.5897, grad_norm: 2.2086 2021-07-09 05:08:28,953 - mmaction - INFO - Epoch [82][1280/1879] lr: 7.727e-02, eta: 3 days, 12:02:00, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6527, loss_cls: 2.7134, loss: 2.7134, grad_norm: 2.2566 2021-07-09 05:08:46,284 - mmaction - INFO - Epoch [82][1300/1879] lr: 7.727e-02, eta: 3 days, 12:01:39, time: 0.868, data_time: 0.006, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6613, loss_cls: 2.6655, loss: 2.6655, grad_norm: 2.3153 2021-07-09 05:09:03,762 - mmaction - INFO - Epoch [82][1320/1879] lr: 7.727e-02, eta: 3 days, 12:01:19, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6418, loss_cls: 2.7041, loss: 2.7041, grad_norm: 2.3432 2021-07-09 05:09:21,289 - mmaction - INFO - Epoch [82][1340/1879] lr: 7.727e-02, eta: 3 days, 12:00:58, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6426, loss_cls: 2.7558, loss: 2.7558, grad_norm: 2.2811 2021-07-09 05:09:38,776 - mmaction - INFO - Epoch [82][1360/1879] lr: 7.727e-02, eta: 3 days, 12:00:38, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6523, loss_cls: 2.6545, loss: 2.6545, grad_norm: 2.3232 2021-07-09 05:09:56,383 - mmaction - INFO - Epoch [82][1380/1879] lr: 7.727e-02, eta: 3 days, 12:00:18, time: 0.882, data_time: 0.006, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6559, loss_cls: 2.6497, loss: 2.6497, grad_norm: 2.2738 2021-07-09 05:10:13,945 - mmaction - INFO - Epoch [82][1400/1879] lr: 7.727e-02, eta: 3 days, 11:59:57, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6594, loss_cls: 2.6766, loss: 2.6766, grad_norm: 2.2769 2021-07-09 05:10:31,494 - mmaction - INFO - Epoch [82][1420/1879] lr: 7.727e-02, eta: 3 days, 11:59:37, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6570, loss_cls: 2.6562, loss: 2.6562, grad_norm: 2.3083 2021-07-09 05:10:48,986 - mmaction - INFO - Epoch [82][1440/1879] lr: 7.727e-02, eta: 3 days, 11:59:16, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6504, loss_cls: 2.6776, loss: 2.6776, grad_norm: 2.3507 2021-07-09 05:11:06,437 - mmaction - INFO - Epoch [82][1460/1879] lr: 7.727e-02, eta: 3 days, 11:58:55, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6570, loss_cls: 2.6796, loss: 2.6796, grad_norm: 2.2988 2021-07-09 05:11:24,127 - mmaction - INFO - Epoch [82][1480/1879] lr: 7.727e-02, eta: 3 days, 11:58:35, time: 0.885, data_time: 0.004, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6551, loss_cls: 2.7143, loss: 2.7143, grad_norm: 2.3344 2021-07-09 05:11:41,679 - mmaction - INFO - Epoch [82][1500/1879] lr: 7.727e-02, eta: 3 days, 11:58:15, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6527, loss_cls: 2.7228, loss: 2.7228, grad_norm: 2.2422 2021-07-09 05:11:59,032 - mmaction - INFO - Epoch [82][1520/1879] lr: 7.727e-02, eta: 3 days, 11:57:54, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3781, top5_acc: 0.6434, loss_cls: 2.7524, loss: 2.7524, grad_norm: 2.3254 2021-07-09 05:12:16,503 - mmaction - INFO - Epoch [82][1540/1879] lr: 7.727e-02, eta: 3 days, 11:57:33, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6598, loss_cls: 2.6846, loss: 2.6846, grad_norm: 2.2746 2021-07-09 05:12:34,005 - mmaction - INFO - Epoch [82][1560/1879] lr: 7.727e-02, eta: 3 days, 11:57:13, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6398, loss_cls: 2.7336, loss: 2.7336, grad_norm: 2.2866 2021-07-09 05:12:51,499 - mmaction - INFO - Epoch [82][1580/1879] lr: 7.727e-02, eta: 3 days, 11:56:52, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6547, loss_cls: 2.6340, loss: 2.6340, grad_norm: 2.2059 2021-07-09 05:13:08,829 - mmaction - INFO - Epoch [82][1600/1879] lr: 7.727e-02, eta: 3 days, 11:56:31, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6441, loss_cls: 2.6996, loss: 2.6996, grad_norm: 2.2845 2021-07-09 05:13:26,403 - mmaction - INFO - Epoch [82][1620/1879] lr: 7.727e-02, eta: 3 days, 11:56:11, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6559, loss_cls: 2.7022, loss: 2.7022, grad_norm: 2.1829 2021-07-09 05:13:43,734 - mmaction - INFO - Epoch [82][1640/1879] lr: 7.727e-02, eta: 3 days, 11:55:50, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6484, loss_cls: 2.7193, loss: 2.7193, grad_norm: 2.2661 2021-07-09 05:14:01,298 - mmaction - INFO - Epoch [82][1660/1879] lr: 7.727e-02, eta: 3 days, 11:55:30, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6379, loss_cls: 2.7792, loss: 2.7792, grad_norm: 2.3013 2021-07-09 05:14:18,762 - mmaction - INFO - Epoch [82][1680/1879] lr: 7.727e-02, eta: 3 days, 11:55:09, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6379, loss_cls: 2.7141, loss: 2.7141, grad_norm: 2.2732 2021-07-09 05:14:36,292 - mmaction - INFO - Epoch [82][1700/1879] lr: 7.727e-02, eta: 3 days, 11:54:49, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6531, loss_cls: 2.6958, loss: 2.6958, grad_norm: 2.2799 2021-07-09 05:14:53,782 - mmaction - INFO - Epoch [82][1720/1879] lr: 7.727e-02, eta: 3 days, 11:54:28, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6445, loss_cls: 2.7196, loss: 2.7196, grad_norm: 2.2269 2021-07-09 05:15:11,374 - mmaction - INFO - Epoch [82][1740/1879] lr: 7.727e-02, eta: 3 days, 11:54:08, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6461, loss_cls: 2.7076, loss: 2.7076, grad_norm: 2.2594 2021-07-09 05:15:28,676 - mmaction - INFO - Epoch [82][1760/1879] lr: 7.727e-02, eta: 3 days, 11:53:47, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6547, loss_cls: 2.6709, loss: 2.6709, grad_norm: 2.2067 2021-07-09 05:15:46,208 - mmaction - INFO - Epoch [82][1780/1879] lr: 7.727e-02, eta: 3 days, 11:53:26, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6508, loss_cls: 2.6616, loss: 2.6616, grad_norm: 2.2935 2021-07-09 05:16:03,765 - mmaction - INFO - Epoch [82][1800/1879] lr: 7.727e-02, eta: 3 days, 11:53:06, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6473, loss_cls: 2.7114, loss: 2.7114, grad_norm: 2.3117 2021-07-09 05:16:21,167 - mmaction - INFO - Epoch [82][1820/1879] lr: 7.727e-02, eta: 3 days, 11:52:45, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6363, loss_cls: 2.7455, loss: 2.7455, grad_norm: 2.2914 2021-07-09 05:16:38,578 - mmaction - INFO - Epoch [82][1840/1879] lr: 7.727e-02, eta: 3 days, 11:52:25, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6520, loss_cls: 2.6823, loss: 2.6823, grad_norm: 2.2536 2021-07-09 05:16:55,998 - mmaction - INFO - Epoch [82][1860/1879] lr: 7.727e-02, eta: 3 days, 11:52:04, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6547, loss_cls: 2.6871, loss: 2.6871, grad_norm: 2.2232 2021-07-09 05:19:39,892 - mmaction - INFO - Epoch [83][20/1879] lr: 7.675e-02, eta: 3 days, 11:55:04, time: 6.904, data_time: 5.999, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6723, loss_cls: 2.6025, loss: 2.6025, grad_norm: 2.2575 2021-07-09 05:19:57,230 - mmaction - INFO - Epoch [83][40/1879] lr: 7.675e-02, eta: 3 days, 11:54:43, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6523, loss_cls: 2.6750, loss: 2.6750, grad_norm: 2.2606 2021-07-09 05:20:14,375 - mmaction - INFO - Epoch [83][60/1879] lr: 7.675e-02, eta: 3 days, 11:54:22, time: 0.858, data_time: 0.003, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6414, loss_cls: 2.6957, loss: 2.6957, grad_norm: 2.2361 2021-07-09 05:20:31,753 - mmaction - INFO - Epoch [83][80/1879] lr: 7.675e-02, eta: 3 days, 11:54:01, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6566, loss_cls: 2.6425, loss: 2.6425, grad_norm: 2.3081 2021-07-09 05:20:49,078 - mmaction - INFO - Epoch [83][100/1879] lr: 7.675e-02, eta: 3 days, 11:53:40, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6461, loss_cls: 2.6794, loss: 2.6794, grad_norm: 2.2652 2021-07-09 05:21:06,763 - mmaction - INFO - Epoch [83][120/1879] lr: 7.675e-02, eta: 3 days, 11:53:20, time: 0.885, data_time: 0.006, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6590, loss_cls: 2.6091, loss: 2.6091, grad_norm: 2.2791 2021-07-09 05:21:24,325 - mmaction - INFO - Epoch [83][140/1879] lr: 7.675e-02, eta: 3 days, 11:53:00, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6484, loss_cls: 2.6556, loss: 2.6556, grad_norm: 2.3315 2021-07-09 05:21:41,792 - mmaction - INFO - Epoch [83][160/1879] lr: 7.675e-02, eta: 3 days, 11:52:39, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6664, loss_cls: 2.6008, loss: 2.6008, grad_norm: 2.2781 2021-07-09 05:21:59,326 - mmaction - INFO - Epoch [83][180/1879] lr: 7.675e-02, eta: 3 days, 11:52:19, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6535, loss_cls: 2.7000, loss: 2.7000, grad_norm: 2.2859 2021-07-09 05:22:16,717 - mmaction - INFO - Epoch [83][200/1879] lr: 7.675e-02, eta: 3 days, 11:51:58, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6617, loss_cls: 2.6103, loss: 2.6103, grad_norm: 2.2718 2021-07-09 05:22:34,238 - mmaction - INFO - Epoch [83][220/1879] lr: 7.675e-02, eta: 3 days, 11:51:37, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6453, loss_cls: 2.6820, loss: 2.6820, grad_norm: 2.3037 2021-07-09 05:22:52,034 - mmaction - INFO - Epoch [83][240/1879] lr: 7.675e-02, eta: 3 days, 11:51:17, time: 0.887, data_time: 0.003, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6570, loss_cls: 2.6522, loss: 2.6522, grad_norm: 2.2679 2021-07-09 05:23:09,928 - mmaction - INFO - Epoch [83][260/1879] lr: 7.675e-02, eta: 3 days, 11:50:58, time: 0.896, data_time: 0.005, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6574, loss_cls: 2.6577, loss: 2.6577, grad_norm: 2.2598 2021-07-09 05:23:27,711 - mmaction - INFO - Epoch [83][280/1879] lr: 7.675e-02, eta: 3 days, 11:50:38, time: 0.889, data_time: 0.005, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6418, loss_cls: 2.7318, loss: 2.7318, grad_norm: 2.2761 2021-07-09 05:23:45,567 - mmaction - INFO - Epoch [83][300/1879] lr: 7.675e-02, eta: 3 days, 11:50:18, time: 0.893, data_time: 0.003, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6371, loss_cls: 2.7347, loss: 2.7347, grad_norm: 2.2489 2021-07-09 05:24:03,370 - mmaction - INFO - Epoch [83][320/1879] lr: 7.675e-02, eta: 3 days, 11:49:58, time: 0.892, data_time: 0.003, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6559, loss_cls: 2.7165, loss: 2.7165, grad_norm: 2.3146 2021-07-09 05:24:20,843 - mmaction - INFO - Epoch [83][340/1879] lr: 7.675e-02, eta: 3 days, 11:49:37, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6699, loss_cls: 2.5727, loss: 2.5727, grad_norm: 2.2743 2021-07-09 05:24:38,298 - mmaction - INFO - Epoch [83][360/1879] lr: 7.675e-02, eta: 3 days, 11:49:17, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6484, loss_cls: 2.7460, loss: 2.7460, grad_norm: 2.3313 2021-07-09 05:24:55,862 - mmaction - INFO - Epoch [83][380/1879] lr: 7.675e-02, eta: 3 days, 11:48:56, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6465, loss_cls: 2.7028, loss: 2.7028, grad_norm: 2.2631 2021-07-09 05:25:13,411 - mmaction - INFO - Epoch [83][400/1879] lr: 7.675e-02, eta: 3 days, 11:48:36, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6543, loss_cls: 2.6603, loss: 2.6603, grad_norm: 2.2705 2021-07-09 05:25:30,868 - mmaction - INFO - Epoch [83][420/1879] lr: 7.675e-02, eta: 3 days, 11:48:15, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.3883, top5_acc: 0.6469, loss_cls: 2.7259, loss: 2.7259, grad_norm: 2.2628 2021-07-09 05:25:48,424 - mmaction - INFO - Epoch [83][440/1879] lr: 7.675e-02, eta: 3 days, 11:47:55, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6598, loss_cls: 2.6953, loss: 2.6953, grad_norm: 2.2383 2021-07-09 05:26:05,989 - mmaction - INFO - Epoch [83][460/1879] lr: 7.675e-02, eta: 3 days, 11:47:34, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6598, loss_cls: 2.6415, loss: 2.6415, grad_norm: 2.3297 2021-07-09 05:26:23,429 - mmaction - INFO - Epoch [83][480/1879] lr: 7.675e-02, eta: 3 days, 11:47:14, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6668, loss_cls: 2.6032, loss: 2.6032, grad_norm: 2.2838 2021-07-09 05:26:40,822 - mmaction - INFO - Epoch [83][500/1879] lr: 7.675e-02, eta: 3 days, 11:46:53, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6551, loss_cls: 2.6578, loss: 2.6578, grad_norm: 2.3044 2021-07-09 05:26:58,336 - mmaction - INFO - Epoch [83][520/1879] lr: 7.675e-02, eta: 3 days, 11:46:33, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6520, loss_cls: 2.6655, loss: 2.6655, grad_norm: 2.3191 2021-07-09 05:27:15,915 - mmaction - INFO - Epoch [83][540/1879] lr: 7.675e-02, eta: 3 days, 11:46:12, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6441, loss_cls: 2.7334, loss: 2.7334, grad_norm: 2.3174 2021-07-09 05:27:33,383 - mmaction - INFO - Epoch [83][560/1879] lr: 7.675e-02, eta: 3 days, 11:45:51, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6457, loss_cls: 2.7035, loss: 2.7035, grad_norm: 2.2816 2021-07-09 05:27:50,981 - mmaction - INFO - Epoch [83][580/1879] lr: 7.675e-02, eta: 3 days, 11:45:31, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6430, loss_cls: 2.7658, loss: 2.7658, grad_norm: 2.3560 2021-07-09 05:28:08,523 - mmaction - INFO - Epoch [83][600/1879] lr: 7.675e-02, eta: 3 days, 11:45:11, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6500, loss_cls: 2.7142, loss: 2.7142, grad_norm: 2.2977 2021-07-09 05:28:25,976 - mmaction - INFO - Epoch [83][620/1879] lr: 7.675e-02, eta: 3 days, 11:44:50, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6461, loss_cls: 2.6778, loss: 2.6778, grad_norm: 2.2490 2021-07-09 05:28:43,502 - mmaction - INFO - Epoch [83][640/1879] lr: 7.675e-02, eta: 3 days, 11:44:30, time: 0.874, data_time: 0.000, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6562, loss_cls: 2.7160, loss: 2.7160, grad_norm: 2.2502 2021-07-09 05:29:00,915 - mmaction - INFO - Epoch [83][660/1879] lr: 7.675e-02, eta: 3 days, 11:44:09, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6578, loss_cls: 2.6633, loss: 2.6633, grad_norm: 2.2480 2021-07-09 05:29:18,508 - mmaction - INFO - Epoch [83][680/1879] lr: 7.675e-02, eta: 3 days, 11:43:49, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6598, loss_cls: 2.6490, loss: 2.6490, grad_norm: 2.2716 2021-07-09 05:29:35,966 - mmaction - INFO - Epoch [83][700/1879] lr: 7.675e-02, eta: 3 days, 11:43:28, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6457, loss_cls: 2.7112, loss: 2.7112, grad_norm: 2.2780 2021-07-09 05:29:53,475 - mmaction - INFO - Epoch [83][720/1879] lr: 7.675e-02, eta: 3 days, 11:43:07, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6633, loss_cls: 2.6765, loss: 2.6765, grad_norm: 2.2860 2021-07-09 05:30:11,031 - mmaction - INFO - Epoch [83][740/1879] lr: 7.675e-02, eta: 3 days, 11:42:47, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6477, loss_cls: 2.7129, loss: 2.7129, grad_norm: 2.2965 2021-07-09 05:30:28,583 - mmaction - INFO - Epoch [83][760/1879] lr: 7.675e-02, eta: 3 days, 11:42:27, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6516, loss_cls: 2.6965, loss: 2.6965, grad_norm: 2.2824 2021-07-09 05:30:46,066 - mmaction - INFO - Epoch [83][780/1879] lr: 7.675e-02, eta: 3 days, 11:42:06, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3797, top5_acc: 0.6379, loss_cls: 2.7877, loss: 2.7877, grad_norm: 2.3401 2021-07-09 05:31:03,580 - mmaction - INFO - Epoch [83][800/1879] lr: 7.675e-02, eta: 3 days, 11:41:45, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6531, loss_cls: 2.6431, loss: 2.6431, grad_norm: 2.2436 2021-07-09 05:31:21,035 - mmaction - INFO - Epoch [83][820/1879] lr: 7.675e-02, eta: 3 days, 11:41:25, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6672, loss_cls: 2.6528, loss: 2.6528, grad_norm: 2.3266 2021-07-09 05:31:38,452 - mmaction - INFO - Epoch [83][840/1879] lr: 7.675e-02, eta: 3 days, 11:41:04, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6594, loss_cls: 2.6845, loss: 2.6845, grad_norm: 2.2954 2021-07-09 05:31:55,973 - mmaction - INFO - Epoch [83][860/1879] lr: 7.675e-02, eta: 3 days, 11:40:44, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6648, loss_cls: 2.6248, loss: 2.6248, grad_norm: 2.2830 2021-07-09 05:32:13,488 - mmaction - INFO - Epoch [83][880/1879] lr: 7.675e-02, eta: 3 days, 11:40:23, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6543, loss_cls: 2.6909, loss: 2.6909, grad_norm: 2.2854 2021-07-09 05:32:30,968 - mmaction - INFO - Epoch [83][900/1879] lr: 7.675e-02, eta: 3 days, 11:40:03, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6414, loss_cls: 2.6505, loss: 2.6505, grad_norm: 2.2851 2021-07-09 05:32:48,362 - mmaction - INFO - Epoch [83][920/1879] lr: 7.675e-02, eta: 3 days, 11:39:42, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6559, loss_cls: 2.6717, loss: 2.6717, grad_norm: 2.3153 2021-07-09 05:33:05,799 - mmaction - INFO - Epoch [83][940/1879] lr: 7.675e-02, eta: 3 days, 11:39:21, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6473, loss_cls: 2.7201, loss: 2.7201, grad_norm: 2.2763 2021-07-09 05:33:23,321 - mmaction - INFO - Epoch [83][960/1879] lr: 7.675e-02, eta: 3 days, 11:39:01, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6551, loss_cls: 2.6356, loss: 2.6356, grad_norm: 2.2519 2021-07-09 05:33:40,758 - mmaction - INFO - Epoch [83][980/1879] lr: 7.675e-02, eta: 3 days, 11:38:40, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6617, loss_cls: 2.6491, loss: 2.6491, grad_norm: 2.2795 2021-07-09 05:33:58,157 - mmaction - INFO - Epoch [83][1000/1879] lr: 7.675e-02, eta: 3 days, 11:38:19, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6391, loss_cls: 2.7687, loss: 2.7687, grad_norm: 2.3049 2021-07-09 05:34:15,570 - mmaction - INFO - Epoch [83][1020/1879] lr: 7.675e-02, eta: 3 days, 11:37:59, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6461, loss_cls: 2.7450, loss: 2.7450, grad_norm: 2.2821 2021-07-09 05:34:33,209 - mmaction - INFO - Epoch [83][1040/1879] lr: 7.675e-02, eta: 3 days, 11:37:38, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6480, loss_cls: 2.7098, loss: 2.7098, grad_norm: 2.3101 2021-07-09 05:34:50,799 - mmaction - INFO - Epoch [83][1060/1879] lr: 7.675e-02, eta: 3 days, 11:37:18, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6504, loss_cls: 2.6676, loss: 2.6676, grad_norm: 2.2665 2021-07-09 05:35:08,305 - mmaction - INFO - Epoch [83][1080/1879] lr: 7.675e-02, eta: 3 days, 11:36:57, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6531, loss_cls: 2.7044, loss: 2.7044, grad_norm: 2.2853 2021-07-09 05:35:25,756 - mmaction - INFO - Epoch [83][1100/1879] lr: 7.675e-02, eta: 3 days, 11:36:37, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6383, loss_cls: 2.7901, loss: 2.7901, grad_norm: 2.3151 2021-07-09 05:35:43,272 - mmaction - INFO - Epoch [83][1120/1879] lr: 7.675e-02, eta: 3 days, 11:36:16, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6250, loss_cls: 2.7755, loss: 2.7755, grad_norm: 2.2874 2021-07-09 05:36:00,742 - mmaction - INFO - Epoch [83][1140/1879] lr: 7.675e-02, eta: 3 days, 11:35:56, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6523, loss_cls: 2.6572, loss: 2.6572, grad_norm: 2.2632 2021-07-09 05:36:18,176 - mmaction - INFO - Epoch [83][1160/1879] lr: 7.675e-02, eta: 3 days, 11:35:35, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6598, loss_cls: 2.6232, loss: 2.6232, grad_norm: 2.2606 2021-07-09 05:36:35,726 - mmaction - INFO - Epoch [83][1180/1879] lr: 7.675e-02, eta: 3 days, 11:35:15, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6449, loss_cls: 2.6993, loss: 2.6993, grad_norm: 2.2750 2021-07-09 05:36:53,127 - mmaction - INFO - Epoch [83][1200/1879] lr: 7.675e-02, eta: 3 days, 11:34:54, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6687, loss_cls: 2.6433, loss: 2.6433, grad_norm: 2.3530 2021-07-09 05:37:10,595 - mmaction - INFO - Epoch [83][1220/1879] lr: 7.675e-02, eta: 3 days, 11:34:33, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6715, loss_cls: 2.6016, loss: 2.6016, grad_norm: 2.3259 2021-07-09 05:37:28,075 - mmaction - INFO - Epoch [83][1240/1879] lr: 7.675e-02, eta: 3 days, 11:34:13, time: 0.874, data_time: 0.000, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6488, loss_cls: 2.7085, loss: 2.7085, grad_norm: 2.3730 2021-07-09 05:37:45,680 - mmaction - INFO - Epoch [83][1260/1879] lr: 7.675e-02, eta: 3 days, 11:33:52, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6543, loss_cls: 2.6918, loss: 2.6918, grad_norm: 2.3554 2021-07-09 05:38:03,232 - mmaction - INFO - Epoch [83][1280/1879] lr: 7.675e-02, eta: 3 days, 11:33:32, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6535, loss_cls: 2.6880, loss: 2.6880, grad_norm: 2.3101 2021-07-09 05:38:20,747 - mmaction - INFO - Epoch [83][1300/1879] lr: 7.675e-02, eta: 3 days, 11:33:12, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6422, loss_cls: 2.7123, loss: 2.7123, grad_norm: 2.3064 2021-07-09 05:38:38,313 - mmaction - INFO - Epoch [83][1320/1879] lr: 7.675e-02, eta: 3 days, 11:32:51, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3766, top5_acc: 0.6363, loss_cls: 2.7295, loss: 2.7295, grad_norm: 2.3199 2021-07-09 05:38:55,817 - mmaction - INFO - Epoch [83][1340/1879] lr: 7.675e-02, eta: 3 days, 11:32:31, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6547, loss_cls: 2.6995, loss: 2.6995, grad_norm: 2.2753 2021-07-09 05:39:13,350 - mmaction - INFO - Epoch [83][1360/1879] lr: 7.675e-02, eta: 3 days, 11:32:10, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6500, loss_cls: 2.6620, loss: 2.6620, grad_norm: 2.3244 2021-07-09 05:39:30,952 - mmaction - INFO - Epoch [83][1380/1879] lr: 7.675e-02, eta: 3 days, 11:31:50, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6586, loss_cls: 2.6725, loss: 2.6725, grad_norm: 2.3129 2021-07-09 05:39:48,540 - mmaction - INFO - Epoch [83][1400/1879] lr: 7.675e-02, eta: 3 days, 11:31:30, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6566, loss_cls: 2.7058, loss: 2.7058, grad_norm: 2.2862 2021-07-09 05:40:06,094 - mmaction - INFO - Epoch [83][1420/1879] lr: 7.675e-02, eta: 3 days, 11:31:09, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6398, loss_cls: 2.7510, loss: 2.7510, grad_norm: 2.3333 2021-07-09 05:40:23,485 - mmaction - INFO - Epoch [83][1440/1879] lr: 7.675e-02, eta: 3 days, 11:30:49, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6484, loss_cls: 2.6739, loss: 2.6739, grad_norm: 2.2680 2021-07-09 05:40:40,815 - mmaction - INFO - Epoch [83][1460/1879] lr: 7.675e-02, eta: 3 days, 11:30:28, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6508, loss_cls: 2.6747, loss: 2.6747, grad_norm: 2.2182 2021-07-09 05:40:58,384 - mmaction - INFO - Epoch [83][1480/1879] lr: 7.675e-02, eta: 3 days, 11:30:07, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.3840, top5_acc: 0.6332, loss_cls: 2.7718, loss: 2.7718, grad_norm: 2.3531 2021-07-09 05:41:15,775 - mmaction - INFO - Epoch [83][1500/1879] lr: 7.675e-02, eta: 3 days, 11:29:47, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6617, loss_cls: 2.6413, loss: 2.6413, grad_norm: 2.2532 2021-07-09 05:41:33,272 - mmaction - INFO - Epoch [83][1520/1879] lr: 7.675e-02, eta: 3 days, 11:29:26, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6535, loss_cls: 2.7445, loss: 2.7445, grad_norm: 2.2878 2021-07-09 05:41:50,667 - mmaction - INFO - Epoch [83][1540/1879] lr: 7.675e-02, eta: 3 days, 11:29:05, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6508, loss_cls: 2.7139, loss: 2.7139, grad_norm: 2.2737 2021-07-09 05:42:08,276 - mmaction - INFO - Epoch [83][1560/1879] lr: 7.675e-02, eta: 3 days, 11:28:45, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6469, loss_cls: 2.7147, loss: 2.7147, grad_norm: 2.2988 2021-07-09 05:42:25,786 - mmaction - INFO - Epoch [83][1580/1879] lr: 7.675e-02, eta: 3 days, 11:28:25, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6473, loss_cls: 2.7124, loss: 2.7124, grad_norm: 2.2745 2021-07-09 05:42:43,271 - mmaction - INFO - Epoch [83][1600/1879] lr: 7.675e-02, eta: 3 days, 11:28:04, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6461, loss_cls: 2.7149, loss: 2.7149, grad_norm: 2.2657 2021-07-09 05:43:00,669 - mmaction - INFO - Epoch [83][1620/1879] lr: 7.675e-02, eta: 3 days, 11:27:43, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6648, loss_cls: 2.6376, loss: 2.6376, grad_norm: 2.2809 2021-07-09 05:43:18,223 - mmaction - INFO - Epoch [83][1640/1879] lr: 7.675e-02, eta: 3 days, 11:27:23, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6492, loss_cls: 2.6994, loss: 2.6994, grad_norm: 2.2755 2021-07-09 05:43:35,657 - mmaction - INFO - Epoch [83][1660/1879] lr: 7.675e-02, eta: 3 days, 11:27:02, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6453, loss_cls: 2.7351, loss: 2.7351, grad_norm: 2.3024 2021-07-09 05:43:53,235 - mmaction - INFO - Epoch [83][1680/1879] lr: 7.675e-02, eta: 3 days, 11:26:42, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6582, loss_cls: 2.6302, loss: 2.6302, grad_norm: 2.2453 2021-07-09 05:44:10,683 - mmaction - INFO - Epoch [83][1700/1879] lr: 7.675e-02, eta: 3 days, 11:26:21, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6531, loss_cls: 2.6500, loss: 2.6500, grad_norm: 2.2720 2021-07-09 05:44:28,144 - mmaction - INFO - Epoch [83][1720/1879] lr: 7.675e-02, eta: 3 days, 11:26:01, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6664, loss_cls: 2.5809, loss: 2.5809, grad_norm: 2.3059 2021-07-09 05:44:45,678 - mmaction - INFO - Epoch [83][1740/1879] lr: 7.675e-02, eta: 3 days, 11:25:40, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6504, loss_cls: 2.7172, loss: 2.7172, grad_norm: 2.3065 2021-07-09 05:45:03,134 - mmaction - INFO - Epoch [83][1760/1879] lr: 7.675e-02, eta: 3 days, 11:25:20, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6484, loss_cls: 2.7086, loss: 2.7086, grad_norm: 2.2921 2021-07-09 05:45:20,613 - mmaction - INFO - Epoch [83][1780/1879] lr: 7.675e-02, eta: 3 days, 11:24:59, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6469, loss_cls: 2.7018, loss: 2.7018, grad_norm: 2.2876 2021-07-09 05:45:38,078 - mmaction - INFO - Epoch [83][1800/1879] lr: 7.675e-02, eta: 3 days, 11:24:38, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6461, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.2827 2021-07-09 05:45:55,465 - mmaction - INFO - Epoch [83][1820/1879] lr: 7.675e-02, eta: 3 days, 11:24:18, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6438, loss_cls: 2.7250, loss: 2.7250, grad_norm: 2.3298 2021-07-09 05:46:13,182 - mmaction - INFO - Epoch [83][1840/1879] lr: 7.675e-02, eta: 3 days, 11:23:58, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6645, loss_cls: 2.6610, loss: 2.6610, grad_norm: 2.3063 2021-07-09 05:46:30,635 - mmaction - INFO - Epoch [83][1860/1879] lr: 7.675e-02, eta: 3 days, 11:23:37, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6348, loss_cls: 2.7061, loss: 2.7061, grad_norm: 2.2841 2021-07-09 05:49:24,950 - mmaction - INFO - Epoch [84][20/1879] lr: 7.623e-02, eta: 3 days, 11:26:55, time: 7.416, data_time: 6.451, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6504, loss_cls: 2.6610, loss: 2.6610, grad_norm: 2.2634 2021-07-09 05:49:42,054 - mmaction - INFO - Epoch [84][40/1879] lr: 7.623e-02, eta: 3 days, 11:26:34, time: 0.855, data_time: 0.009, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6398, loss_cls: 2.7099, loss: 2.7099, grad_norm: 2.2803 2021-07-09 05:49:59,218 - mmaction - INFO - Epoch [84][60/1879] lr: 7.623e-02, eta: 3 days, 11:26:13, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6590, loss_cls: 2.6536, loss: 2.6536, grad_norm: 2.2571 2021-07-09 05:50:16,701 - mmaction - INFO - Epoch [84][80/1879] lr: 7.623e-02, eta: 3 days, 11:25:52, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6715, loss_cls: 2.5446, loss: 2.5446, grad_norm: 2.2632 2021-07-09 05:50:34,139 - mmaction - INFO - Epoch [84][100/1879] lr: 7.623e-02, eta: 3 days, 11:25:31, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6492, loss_cls: 2.6830, loss: 2.6830, grad_norm: 2.3378 2021-07-09 05:50:51,482 - mmaction - INFO - Epoch [84][120/1879] lr: 7.623e-02, eta: 3 days, 11:25:11, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6551, loss_cls: 2.6252, loss: 2.6252, grad_norm: 2.2825 2021-07-09 05:51:08,994 - mmaction - INFO - Epoch [84][140/1879] lr: 7.623e-02, eta: 3 days, 11:24:50, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6539, loss_cls: 2.6345, loss: 2.6345, grad_norm: 2.3384 2021-07-09 05:51:26,488 - mmaction - INFO - Epoch [84][160/1879] lr: 7.623e-02, eta: 3 days, 11:24:29, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6555, loss_cls: 2.6713, loss: 2.6713, grad_norm: 2.3271 2021-07-09 05:51:44,033 - mmaction - INFO - Epoch [84][180/1879] lr: 7.623e-02, eta: 3 days, 11:24:09, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6441, loss_cls: 2.7023, loss: 2.7023, grad_norm: 2.2996 2021-07-09 05:52:01,600 - mmaction - INFO - Epoch [84][200/1879] lr: 7.623e-02, eta: 3 days, 11:23:49, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6492, loss_cls: 2.6813, loss: 2.6813, grad_norm: 2.3127 2021-07-09 05:52:19,040 - mmaction - INFO - Epoch [84][220/1879] lr: 7.623e-02, eta: 3 days, 11:23:28, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6492, loss_cls: 2.6800, loss: 2.6800, grad_norm: 2.2954 2021-07-09 05:52:36,436 - mmaction - INFO - Epoch [84][240/1879] lr: 7.623e-02, eta: 3 days, 11:23:07, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6633, loss_cls: 2.6247, loss: 2.6247, grad_norm: 2.2846 2021-07-09 05:52:53,934 - mmaction - INFO - Epoch [84][260/1879] lr: 7.623e-02, eta: 3 days, 11:22:47, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6605, loss_cls: 2.6395, loss: 2.6395, grad_norm: 2.2921 2021-07-09 05:53:11,305 - mmaction - INFO - Epoch [84][280/1879] lr: 7.623e-02, eta: 3 days, 11:22:26, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6625, loss_cls: 2.6958, loss: 2.6958, grad_norm: 2.2978 2021-07-09 05:53:28,970 - mmaction - INFO - Epoch [84][300/1879] lr: 7.623e-02, eta: 3 days, 11:22:06, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6594, loss_cls: 2.6424, loss: 2.6424, grad_norm: 2.3096 2021-07-09 05:53:46,491 - mmaction - INFO - Epoch [84][320/1879] lr: 7.623e-02, eta: 3 days, 11:21:45, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6602, loss_cls: 2.6715, loss: 2.6715, grad_norm: 2.3272 2021-07-09 05:54:04,110 - mmaction - INFO - Epoch [84][340/1879] lr: 7.623e-02, eta: 3 days, 11:21:25, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6559, loss_cls: 2.6837, loss: 2.6837, grad_norm: 2.3123 2021-07-09 05:54:21,454 - mmaction - INFO - Epoch [84][360/1879] lr: 7.623e-02, eta: 3 days, 11:21:04, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6402, loss_cls: 2.7411, loss: 2.7411, grad_norm: 2.3000 2021-07-09 05:54:39,030 - mmaction - INFO - Epoch [84][380/1879] lr: 7.623e-02, eta: 3 days, 11:20:44, time: 0.879, data_time: 0.007, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6527, loss_cls: 2.6986, loss: 2.6986, grad_norm: 2.2910 2021-07-09 05:54:56,564 - mmaction - INFO - Epoch [84][400/1879] lr: 7.623e-02, eta: 3 days, 11:20:23, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6465, loss_cls: 2.7120, loss: 2.7120, grad_norm: 2.2798 2021-07-09 05:55:14,163 - mmaction - INFO - Epoch [84][420/1879] lr: 7.623e-02, eta: 3 days, 11:20:03, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6465, loss_cls: 2.7315, loss: 2.7315, grad_norm: 2.2884 2021-07-09 05:55:31,678 - mmaction - INFO - Epoch [84][440/1879] lr: 7.623e-02, eta: 3 days, 11:19:43, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6543, loss_cls: 2.6686, loss: 2.6686, grad_norm: 2.2485 2021-07-09 05:55:49,129 - mmaction - INFO - Epoch [84][460/1879] lr: 7.623e-02, eta: 3 days, 11:19:22, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6496, loss_cls: 2.6578, loss: 2.6578, grad_norm: 2.2288 2021-07-09 05:56:06,801 - mmaction - INFO - Epoch [84][480/1879] lr: 7.623e-02, eta: 3 days, 11:19:02, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6473, loss_cls: 2.6877, loss: 2.6877, grad_norm: 2.2509 2021-07-09 05:56:24,296 - mmaction - INFO - Epoch [84][500/1879] lr: 7.623e-02, eta: 3 days, 11:18:41, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6609, loss_cls: 2.6551, loss: 2.6551, grad_norm: 2.2630 2021-07-09 05:56:41,764 - mmaction - INFO - Epoch [84][520/1879] lr: 7.623e-02, eta: 3 days, 11:18:21, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6578, loss_cls: 2.6448, loss: 2.6448, grad_norm: 2.3010 2021-07-09 05:56:59,245 - mmaction - INFO - Epoch [84][540/1879] lr: 7.623e-02, eta: 3 days, 11:18:00, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6547, loss_cls: 2.6613, loss: 2.6613, grad_norm: 2.2867 2021-07-09 05:57:16,754 - mmaction - INFO - Epoch [84][560/1879] lr: 7.623e-02, eta: 3 days, 11:17:40, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6441, loss_cls: 2.7068, loss: 2.7068, grad_norm: 2.2575 2021-07-09 05:57:34,226 - mmaction - INFO - Epoch [84][580/1879] lr: 7.623e-02, eta: 3 days, 11:17:19, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6742, loss_cls: 2.6070, loss: 2.6070, grad_norm: 2.2752 2021-07-09 05:57:51,598 - mmaction - INFO - Epoch [84][600/1879] lr: 7.623e-02, eta: 3 days, 11:16:58, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6414, loss_cls: 2.7240, loss: 2.7240, grad_norm: 2.2987 2021-07-09 05:58:09,124 - mmaction - INFO - Epoch [84][620/1879] lr: 7.623e-02, eta: 3 days, 11:16:38, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6770, loss_cls: 2.5952, loss: 2.5952, grad_norm: 2.2416 2021-07-09 05:58:26,474 - mmaction - INFO - Epoch [84][640/1879] lr: 7.623e-02, eta: 3 days, 11:16:17, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6570, loss_cls: 2.6510, loss: 2.6510, grad_norm: 2.2805 2021-07-09 05:58:43,902 - mmaction - INFO - Epoch [84][660/1879] lr: 7.623e-02, eta: 3 days, 11:15:56, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6633, loss_cls: 2.6379, loss: 2.6379, grad_norm: 2.3178 2021-07-09 05:59:01,405 - mmaction - INFO - Epoch [84][680/1879] lr: 7.623e-02, eta: 3 days, 11:15:36, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6469, loss_cls: 2.6885, loss: 2.6885, grad_norm: 2.2774 2021-07-09 05:59:18,937 - mmaction - INFO - Epoch [84][700/1879] lr: 7.623e-02, eta: 3 days, 11:15:15, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6414, loss_cls: 2.7138, loss: 2.7138, grad_norm: 2.3086 2021-07-09 05:59:36,365 - mmaction - INFO - Epoch [84][720/1879] lr: 7.623e-02, eta: 3 days, 11:14:55, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6441, loss_cls: 2.7105, loss: 2.7105, grad_norm: 2.2916 2021-07-09 05:59:53,800 - mmaction - INFO - Epoch [84][740/1879] lr: 7.623e-02, eta: 3 days, 11:14:34, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6754, loss_cls: 2.5844, loss: 2.5844, grad_norm: 2.2526 2021-07-09 06:00:17,738 - mmaction - INFO - Epoch [84][760/1879] lr: 7.623e-02, eta: 3 days, 11:14:27, time: 1.194, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6520, loss_cls: 2.6811, loss: 2.6811, grad_norm: 2.2680 2021-07-09 06:00:35,266 - mmaction - INFO - Epoch [84][780/1879] lr: 7.623e-02, eta: 3 days, 11:14:07, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6738, loss_cls: 2.6266, loss: 2.6266, grad_norm: 2.3110 2021-07-09 06:00:52,727 - mmaction - INFO - Epoch [84][800/1879] lr: 7.623e-02, eta: 3 days, 11:13:46, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6461, loss_cls: 2.7088, loss: 2.7088, grad_norm: 2.2619 2021-07-09 06:01:10,315 - mmaction - INFO - Epoch [84][820/1879] lr: 7.623e-02, eta: 3 days, 11:13:25, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6488, loss_cls: 2.7094, loss: 2.7094, grad_norm: 2.2205 2021-07-09 06:01:27,719 - mmaction - INFO - Epoch [84][840/1879] lr: 7.623e-02, eta: 3 days, 11:13:05, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6586, loss_cls: 2.6497, loss: 2.6497, grad_norm: 2.2816 2021-07-09 06:01:45,264 - mmaction - INFO - Epoch [84][860/1879] lr: 7.623e-02, eta: 3 days, 11:12:44, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6645, loss_cls: 2.6015, loss: 2.6015, grad_norm: 2.2861 2021-07-09 06:02:02,771 - mmaction - INFO - Epoch [84][880/1879] lr: 7.623e-02, eta: 3 days, 11:12:24, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6613, loss_cls: 2.5955, loss: 2.5955, grad_norm: 2.2845 2021-07-09 06:02:20,168 - mmaction - INFO - Epoch [84][900/1879] lr: 7.623e-02, eta: 3 days, 11:12:03, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6691, loss_cls: 2.5832, loss: 2.5832, grad_norm: 2.3096 2021-07-09 06:02:37,604 - mmaction - INFO - Epoch [84][920/1879] lr: 7.623e-02, eta: 3 days, 11:11:43, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6523, loss_cls: 2.6664, loss: 2.6664, grad_norm: 2.3908 2021-07-09 06:02:55,151 - mmaction - INFO - Epoch [84][940/1879] lr: 7.623e-02, eta: 3 days, 11:11:22, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6441, loss_cls: 2.7016, loss: 2.7016, grad_norm: 2.3220 2021-07-09 06:03:12,622 - mmaction - INFO - Epoch [84][960/1879] lr: 7.623e-02, eta: 3 days, 11:11:02, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6465, loss_cls: 2.6938, loss: 2.6938, grad_norm: 2.2883 2021-07-09 06:03:30,020 - mmaction - INFO - Epoch [84][980/1879] lr: 7.623e-02, eta: 3 days, 11:10:41, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6516, loss_cls: 2.6896, loss: 2.6896, grad_norm: 2.3034 2021-07-09 06:03:47,542 - mmaction - INFO - Epoch [84][1000/1879] lr: 7.623e-02, eta: 3 days, 11:10:21, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6508, loss_cls: 2.7027, loss: 2.7027, grad_norm: 2.3071 2021-07-09 06:04:04,975 - mmaction - INFO - Epoch [84][1020/1879] lr: 7.623e-02, eta: 3 days, 11:10:00, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6551, loss_cls: 2.6894, loss: 2.6894, grad_norm: 2.2952 2021-07-09 06:04:22,521 - mmaction - INFO - Epoch [84][1040/1879] lr: 7.623e-02, eta: 3 days, 11:09:39, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6586, loss_cls: 2.6239, loss: 2.6239, grad_norm: 2.2403 2021-07-09 06:04:39,939 - mmaction - INFO - Epoch [84][1060/1879] lr: 7.623e-02, eta: 3 days, 11:09:19, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6520, loss_cls: 2.6931, loss: 2.6931, grad_norm: 2.2423 2021-07-09 06:04:57,455 - mmaction - INFO - Epoch [84][1080/1879] lr: 7.623e-02, eta: 3 days, 11:08:58, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6520, loss_cls: 2.6741, loss: 2.6741, grad_norm: 2.2902 2021-07-09 06:05:15,083 - mmaction - INFO - Epoch [84][1100/1879] lr: 7.623e-02, eta: 3 days, 11:08:38, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6445, loss_cls: 2.7058, loss: 2.7058, grad_norm: 2.3151 2021-07-09 06:05:32,519 - mmaction - INFO - Epoch [84][1120/1879] lr: 7.623e-02, eta: 3 days, 11:08:17, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6480, loss_cls: 2.6886, loss: 2.6886, grad_norm: 2.2901 2021-07-09 06:05:49,955 - mmaction - INFO - Epoch [84][1140/1879] lr: 7.623e-02, eta: 3 days, 11:07:57, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6441, loss_cls: 2.7127, loss: 2.7127, grad_norm: 2.2804 2021-07-09 06:06:07,479 - mmaction - INFO - Epoch [84][1160/1879] lr: 7.623e-02, eta: 3 days, 11:07:36, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6484, loss_cls: 2.6806, loss: 2.6806, grad_norm: 2.2928 2021-07-09 06:06:24,999 - mmaction - INFO - Epoch [84][1180/1879] lr: 7.623e-02, eta: 3 days, 11:07:16, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6406, loss_cls: 2.7411, loss: 2.7411, grad_norm: 2.3006 2021-07-09 06:06:42,453 - mmaction - INFO - Epoch [84][1200/1879] lr: 7.623e-02, eta: 3 days, 11:06:55, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6703, loss_cls: 2.6135, loss: 2.6135, grad_norm: 2.2899 2021-07-09 06:07:00,074 - mmaction - INFO - Epoch [84][1220/1879] lr: 7.623e-02, eta: 3 days, 11:06:35, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.3852, top5_acc: 0.6391, loss_cls: 2.7835, loss: 2.7835, grad_norm: 2.3681 2021-07-09 06:07:17,572 - mmaction - INFO - Epoch [84][1240/1879] lr: 7.623e-02, eta: 3 days, 11:06:15, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6316, loss_cls: 2.7490, loss: 2.7490, grad_norm: 2.3110 2021-07-09 06:07:35,153 - mmaction - INFO - Epoch [84][1260/1879] lr: 7.623e-02, eta: 3 days, 11:05:54, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6441, loss_cls: 2.6783, loss: 2.6783, grad_norm: 2.2705 2021-07-09 06:07:52,662 - mmaction - INFO - Epoch [84][1280/1879] lr: 7.623e-02, eta: 3 days, 11:05:34, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6477, loss_cls: 2.7172, loss: 2.7172, grad_norm: 2.3107 2021-07-09 06:08:10,088 - mmaction - INFO - Epoch [84][1300/1879] lr: 7.623e-02, eta: 3 days, 11:05:13, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6586, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.2208 2021-07-09 06:08:27,532 - mmaction - INFO - Epoch [84][1320/1879] lr: 7.623e-02, eta: 3 days, 11:04:53, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6578, loss_cls: 2.6607, loss: 2.6607, grad_norm: 2.2573 2021-07-09 06:08:45,064 - mmaction - INFO - Epoch [84][1340/1879] lr: 7.623e-02, eta: 3 days, 11:04:32, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6473, loss_cls: 2.7268, loss: 2.7268, grad_norm: 2.2911 2021-07-09 06:09:02,570 - mmaction - INFO - Epoch [84][1360/1879] lr: 7.623e-02, eta: 3 days, 11:04:12, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6566, loss_cls: 2.6686, loss: 2.6686, grad_norm: 2.3263 2021-07-09 06:09:19,947 - mmaction - INFO - Epoch [84][1380/1879] lr: 7.623e-02, eta: 3 days, 11:03:51, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6520, loss_cls: 2.6927, loss: 2.6927, grad_norm: 2.3616 2021-07-09 06:09:37,470 - mmaction - INFO - Epoch [84][1400/1879] lr: 7.623e-02, eta: 3 days, 11:03:30, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6590, loss_cls: 2.6660, loss: 2.6660, grad_norm: 2.3035 2021-07-09 06:09:55,078 - mmaction - INFO - Epoch [84][1420/1879] lr: 7.623e-02, eta: 3 days, 11:03:10, time: 0.882, data_time: 0.002, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6574, loss_cls: 2.6680, loss: 2.6680, grad_norm: 2.2891 2021-07-09 06:10:12,537 - mmaction - INFO - Epoch [84][1440/1879] lr: 7.623e-02, eta: 3 days, 11:02:50, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6574, loss_cls: 2.6430, loss: 2.6430, grad_norm: 2.2948 2021-07-09 06:10:30,127 - mmaction - INFO - Epoch [84][1460/1879] lr: 7.623e-02, eta: 3 days, 11:02:29, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6348, loss_cls: 2.7545, loss: 2.7545, grad_norm: 2.3878 2021-07-09 06:10:47,702 - mmaction - INFO - Epoch [84][1480/1879] lr: 7.623e-02, eta: 3 days, 11:02:09, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6402, loss_cls: 2.7329, loss: 2.7329, grad_norm: 2.3232 2021-07-09 06:11:05,210 - mmaction - INFO - Epoch [84][1500/1879] lr: 7.623e-02, eta: 3 days, 11:01:48, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6379, loss_cls: 2.7392, loss: 2.7392, grad_norm: 2.2370 2021-07-09 06:11:22,559 - mmaction - INFO - Epoch [84][1520/1879] lr: 7.623e-02, eta: 3 days, 11:01:28, time: 0.868, data_time: 0.007, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6551, loss_cls: 2.7106, loss: 2.7106, grad_norm: 2.2653 2021-07-09 06:11:39,914 - mmaction - INFO - Epoch [84][1540/1879] lr: 7.623e-02, eta: 3 days, 11:01:07, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6465, loss_cls: 2.6866, loss: 2.6866, grad_norm: 2.2726 2021-07-09 06:11:57,418 - mmaction - INFO - Epoch [84][1560/1879] lr: 7.623e-02, eta: 3 days, 11:00:46, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6504, loss_cls: 2.7036, loss: 2.7036, grad_norm: 2.2792 2021-07-09 06:12:14,909 - mmaction - INFO - Epoch [84][1580/1879] lr: 7.623e-02, eta: 3 days, 11:00:26, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6504, loss_cls: 2.6689, loss: 2.6689, grad_norm: 2.2828 2021-07-09 06:12:32,344 - mmaction - INFO - Epoch [84][1600/1879] lr: 7.623e-02, eta: 3 days, 11:00:05, time: 0.869, data_time: 0.000, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6570, loss_cls: 2.6515, loss: 2.6515, grad_norm: 2.2954 2021-07-09 06:12:49,870 - mmaction - INFO - Epoch [84][1620/1879] lr: 7.623e-02, eta: 3 days, 10:59:45, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6621, loss_cls: 2.6096, loss: 2.6096, grad_norm: 2.2584 2021-07-09 06:13:07,371 - mmaction - INFO - Epoch [84][1640/1879] lr: 7.623e-02, eta: 3 days, 10:59:25, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6789, loss_cls: 2.6090, loss: 2.6090, grad_norm: 2.2715 2021-07-09 06:13:24,961 - mmaction - INFO - Epoch [84][1660/1879] lr: 7.623e-02, eta: 3 days, 10:59:04, time: 0.879, data_time: 0.001, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6566, loss_cls: 2.6342, loss: 2.6342, grad_norm: 2.2941 2021-07-09 06:13:42,529 - mmaction - INFO - Epoch [84][1680/1879] lr: 7.623e-02, eta: 3 days, 10:58:44, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6523, loss_cls: 2.6278, loss: 2.6278, grad_norm: 2.3001 2021-07-09 06:14:00,013 - mmaction - INFO - Epoch [84][1700/1879] lr: 7.623e-02, eta: 3 days, 10:58:23, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6395, loss_cls: 2.6924, loss: 2.6924, grad_norm: 2.3297 2021-07-09 06:14:17,572 - mmaction - INFO - Epoch [84][1720/1879] lr: 7.623e-02, eta: 3 days, 10:58:03, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6504, loss_cls: 2.7001, loss: 2.7001, grad_norm: 2.3108 2021-07-09 06:14:35,101 - mmaction - INFO - Epoch [84][1740/1879] lr: 7.623e-02, eta: 3 days, 10:57:43, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6449, loss_cls: 2.6974, loss: 2.6974, grad_norm: 2.2927 2021-07-09 06:14:52,558 - mmaction - INFO - Epoch [84][1760/1879] lr: 7.623e-02, eta: 3 days, 10:57:22, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6395, loss_cls: 2.7346, loss: 2.7346, grad_norm: 2.2988 2021-07-09 06:15:10,098 - mmaction - INFO - Epoch [84][1780/1879] lr: 7.623e-02, eta: 3 days, 10:57:02, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6555, loss_cls: 2.7232, loss: 2.7232, grad_norm: 2.3440 2021-07-09 06:15:27,695 - mmaction - INFO - Epoch [84][1800/1879] lr: 7.623e-02, eta: 3 days, 10:56:41, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6422, loss_cls: 2.7553, loss: 2.7553, grad_norm: 2.2597 2021-07-09 06:15:45,091 - mmaction - INFO - Epoch [84][1820/1879] lr: 7.623e-02, eta: 3 days, 10:56:21, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6457, loss_cls: 2.7342, loss: 2.7342, grad_norm: 2.2773 2021-07-09 06:16:02,611 - mmaction - INFO - Epoch [84][1840/1879] lr: 7.623e-02, eta: 3 days, 10:56:00, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6555, loss_cls: 2.6601, loss: 2.6601, grad_norm: 2.2605 2021-07-09 06:16:20,230 - mmaction - INFO - Epoch [84][1860/1879] lr: 7.623e-02, eta: 3 days, 10:55:40, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3816, top5_acc: 0.6387, loss_cls: 2.7294, loss: 2.7294, grad_norm: 2.3065 2021-07-09 06:16:39,350 - mmaction - INFO - Saving checkpoint at 84 epochs 2021-07-09 06:18:43,110 - mmaction - INFO - Epoch [85][20/1879] lr: 7.571e-02, eta: 3 days, 10:58:00, time: 6.110, data_time: 5.231, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6605, loss_cls: 2.6250, loss: 2.6250, grad_norm: 2.3087 2021-07-09 06:19:00,298 - mmaction - INFO - Epoch [85][40/1879] lr: 7.571e-02, eta: 3 days, 10:57:39, time: 0.857, data_time: 0.007, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6715, loss_cls: 2.5846, loss: 2.5846, grad_norm: 2.2854 2021-07-09 06:19:17,522 - mmaction - INFO - Epoch [85][60/1879] lr: 7.571e-02, eta: 3 days, 10:57:18, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6828, loss_cls: 2.5406, loss: 2.5406, grad_norm: 2.3163 2021-07-09 06:19:34,912 - mmaction - INFO - Epoch [85][80/1879] lr: 7.571e-02, eta: 3 days, 10:56:57, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6430, loss_cls: 2.6867, loss: 2.6867, grad_norm: 2.3381 2021-07-09 06:19:52,380 - mmaction - INFO - Epoch [85][100/1879] lr: 7.571e-02, eta: 3 days, 10:56:37, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6691, loss_cls: 2.6592, loss: 2.6592, grad_norm: 2.2788 2021-07-09 06:20:09,966 - mmaction - INFO - Epoch [85][120/1879] lr: 7.571e-02, eta: 3 days, 10:56:17, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6527, loss_cls: 2.6619, loss: 2.6619, grad_norm: 2.2534 2021-07-09 06:20:27,495 - mmaction - INFO - Epoch [85][140/1879] lr: 7.571e-02, eta: 3 days, 10:55:56, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6711, loss_cls: 2.5711, loss: 2.5711, grad_norm: 2.2453 2021-07-09 06:20:45,117 - mmaction - INFO - Epoch [85][160/1879] lr: 7.571e-02, eta: 3 days, 10:55:36, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6641, loss_cls: 2.6674, loss: 2.6674, grad_norm: 2.2799 2021-07-09 06:21:02,521 - mmaction - INFO - Epoch [85][180/1879] lr: 7.571e-02, eta: 3 days, 10:55:15, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6492, loss_cls: 2.6504, loss: 2.6504, grad_norm: 2.2553 2021-07-09 06:21:19,973 - mmaction - INFO - Epoch [85][200/1879] lr: 7.571e-02, eta: 3 days, 10:54:55, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6574, loss_cls: 2.6306, loss: 2.6306, grad_norm: 2.2550 2021-07-09 06:21:37,288 - mmaction - INFO - Epoch [85][220/1879] lr: 7.571e-02, eta: 3 days, 10:54:34, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6516, loss_cls: 2.6454, loss: 2.6454, grad_norm: 2.2965 2021-07-09 06:21:54,724 - mmaction - INFO - Epoch [85][240/1879] lr: 7.571e-02, eta: 3 days, 10:54:13, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6555, loss_cls: 2.6366, loss: 2.6366, grad_norm: 2.2844 2021-07-09 06:22:12,157 - mmaction - INFO - Epoch [85][260/1879] lr: 7.571e-02, eta: 3 days, 10:53:53, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6633, loss_cls: 2.6349, loss: 2.6349, grad_norm: 2.3148 2021-07-09 06:22:29,669 - mmaction - INFO - Epoch [85][280/1879] lr: 7.571e-02, eta: 3 days, 10:53:32, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6492, loss_cls: 2.6586, loss: 2.6586, grad_norm: 2.2976 2021-07-09 06:22:47,051 - mmaction - INFO - Epoch [85][300/1879] lr: 7.571e-02, eta: 3 days, 10:53:11, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6445, loss_cls: 2.6720, loss: 2.6720, grad_norm: 2.3119 2021-07-09 06:23:04,659 - mmaction - INFO - Epoch [85][320/1879] lr: 7.571e-02, eta: 3 days, 10:52:51, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6535, loss_cls: 2.6827, loss: 2.6827, grad_norm: 2.3006 2021-07-09 06:23:22,231 - mmaction - INFO - Epoch [85][340/1879] lr: 7.571e-02, eta: 3 days, 10:52:31, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6484, loss_cls: 2.6624, loss: 2.6624, grad_norm: 2.3086 2021-07-09 06:23:39,663 - mmaction - INFO - Epoch [85][360/1879] lr: 7.571e-02, eta: 3 days, 10:52:10, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6629, loss_cls: 2.6430, loss: 2.6430, grad_norm: 2.3399 2021-07-09 06:23:57,133 - mmaction - INFO - Epoch [85][380/1879] lr: 7.571e-02, eta: 3 days, 10:51:49, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6457, loss_cls: 2.6669, loss: 2.6669, grad_norm: 2.3200 2021-07-09 06:24:14,553 - mmaction - INFO - Epoch [85][400/1879] lr: 7.571e-02, eta: 3 days, 10:51:29, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6547, loss_cls: 2.6625, loss: 2.6625, grad_norm: 2.2651 2021-07-09 06:24:31,974 - mmaction - INFO - Epoch [85][420/1879] lr: 7.571e-02, eta: 3 days, 10:51:08, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6617, loss_cls: 2.6344, loss: 2.6344, grad_norm: 2.2889 2021-07-09 06:24:49,371 - mmaction - INFO - Epoch [85][440/1879] lr: 7.571e-02, eta: 3 days, 10:50:48, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6582, loss_cls: 2.6189, loss: 2.6189, grad_norm: 2.3456 2021-07-09 06:25:06,865 - mmaction - INFO - Epoch [85][460/1879] lr: 7.571e-02, eta: 3 days, 10:50:27, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6598, loss_cls: 2.6742, loss: 2.6742, grad_norm: 2.2835 2021-07-09 06:25:24,364 - mmaction - INFO - Epoch [85][480/1879] lr: 7.571e-02, eta: 3 days, 10:50:07, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6539, loss_cls: 2.7157, loss: 2.7157, grad_norm: 2.2962 2021-07-09 06:25:41,734 - mmaction - INFO - Epoch [85][500/1879] lr: 7.571e-02, eta: 3 days, 10:49:46, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6594, loss_cls: 2.6897, loss: 2.6897, grad_norm: 2.2628 2021-07-09 06:25:59,225 - mmaction - INFO - Epoch [85][520/1879] lr: 7.571e-02, eta: 3 days, 10:49:25, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6656, loss_cls: 2.6212, loss: 2.6212, grad_norm: 2.2535 2021-07-09 06:26:16,763 - mmaction - INFO - Epoch [85][540/1879] lr: 7.571e-02, eta: 3 days, 10:49:05, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6551, loss_cls: 2.6893, loss: 2.6893, grad_norm: 2.3213 2021-07-09 06:26:34,222 - mmaction - INFO - Epoch [85][560/1879] lr: 7.571e-02, eta: 3 days, 10:48:44, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6473, loss_cls: 2.7206, loss: 2.7206, grad_norm: 2.2721 2021-07-09 06:26:51,746 - mmaction - INFO - Epoch [85][580/1879] lr: 7.571e-02, eta: 3 days, 10:48:24, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6590, loss_cls: 2.6662, loss: 2.6662, grad_norm: 2.2878 2021-07-09 06:27:09,319 - mmaction - INFO - Epoch [85][600/1879] lr: 7.571e-02, eta: 3 days, 10:48:04, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6500, loss_cls: 2.7139, loss: 2.7139, grad_norm: 2.3225 2021-07-09 06:27:26,767 - mmaction - INFO - Epoch [85][620/1879] lr: 7.571e-02, eta: 3 days, 10:47:43, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6609, loss_cls: 2.6232, loss: 2.6232, grad_norm: 2.2786 2021-07-09 06:27:44,112 - mmaction - INFO - Epoch [85][640/1879] lr: 7.571e-02, eta: 3 days, 10:47:22, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6566, loss_cls: 2.6410, loss: 2.6410, grad_norm: 2.2961 2021-07-09 06:28:01,578 - mmaction - INFO - Epoch [85][660/1879] lr: 7.571e-02, eta: 3 days, 10:47:02, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6535, loss_cls: 2.6792, loss: 2.6792, grad_norm: 2.2823 2021-07-09 06:28:19,040 - mmaction - INFO - Epoch [85][680/1879] lr: 7.571e-02, eta: 3 days, 10:46:41, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6418, loss_cls: 2.7155, loss: 2.7155, grad_norm: 2.3314 2021-07-09 06:28:36,616 - mmaction - INFO - Epoch [85][700/1879] lr: 7.571e-02, eta: 3 days, 10:46:21, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6418, loss_cls: 2.7287, loss: 2.7287, grad_norm: 2.2907 2021-07-09 06:28:54,072 - mmaction - INFO - Epoch [85][720/1879] lr: 7.571e-02, eta: 3 days, 10:46:00, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6449, loss_cls: 2.6724, loss: 2.6724, grad_norm: 2.2987 2021-07-09 06:29:11,542 - mmaction - INFO - Epoch [85][740/1879] lr: 7.571e-02, eta: 3 days, 10:45:40, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6477, loss_cls: 2.7443, loss: 2.7443, grad_norm: 2.3074 2021-07-09 06:29:29,035 - mmaction - INFO - Epoch [85][760/1879] lr: 7.571e-02, eta: 3 days, 10:45:19, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6469, loss_cls: 2.6733, loss: 2.6733, grad_norm: 2.2671 2021-07-09 06:29:46,546 - mmaction - INFO - Epoch [85][780/1879] lr: 7.571e-02, eta: 3 days, 10:44:59, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6734, loss_cls: 2.6017, loss: 2.6017, grad_norm: 2.3443 2021-07-09 06:30:03,905 - mmaction - INFO - Epoch [85][800/1879] lr: 7.571e-02, eta: 3 days, 10:44:38, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6555, loss_cls: 2.6597, loss: 2.6597, grad_norm: 2.3366 2021-07-09 06:30:21,324 - mmaction - INFO - Epoch [85][820/1879] lr: 7.571e-02, eta: 3 days, 10:44:17, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6523, loss_cls: 2.7021, loss: 2.7021, grad_norm: 2.3429 2021-07-09 06:30:38,753 - mmaction - INFO - Epoch [85][840/1879] lr: 7.571e-02, eta: 3 days, 10:43:57, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6543, loss_cls: 2.6751, loss: 2.6751, grad_norm: 2.3107 2021-07-09 06:30:56,159 - mmaction - INFO - Epoch [85][860/1879] lr: 7.571e-02, eta: 3 days, 10:43:36, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6668, loss_cls: 2.6406, loss: 2.6406, grad_norm: 2.2974 2021-07-09 06:31:13,514 - mmaction - INFO - Epoch [85][880/1879] lr: 7.571e-02, eta: 3 days, 10:43:15, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6609, loss_cls: 2.6465, loss: 2.6465, grad_norm: 2.3591 2021-07-09 06:31:30,933 - mmaction - INFO - Epoch [85][900/1879] lr: 7.571e-02, eta: 3 days, 10:42:55, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6586, loss_cls: 2.6281, loss: 2.6281, grad_norm: 2.3193 2021-07-09 06:31:48,430 - mmaction - INFO - Epoch [85][920/1879] lr: 7.571e-02, eta: 3 days, 10:42:34, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6383, loss_cls: 2.7269, loss: 2.7269, grad_norm: 2.2751 2021-07-09 06:32:05,989 - mmaction - INFO - Epoch [85][940/1879] lr: 7.571e-02, eta: 3 days, 10:42:14, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6500, loss_cls: 2.6950, loss: 2.6950, grad_norm: 2.3258 2021-07-09 06:32:23,362 - mmaction - INFO - Epoch [85][960/1879] lr: 7.571e-02, eta: 3 days, 10:41:53, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6652, loss_cls: 2.6379, loss: 2.6379, grad_norm: 2.2672 2021-07-09 06:32:40,784 - mmaction - INFO - Epoch [85][980/1879] lr: 7.571e-02, eta: 3 days, 10:41:33, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6578, loss_cls: 2.6276, loss: 2.6276, grad_norm: 2.2455 2021-07-09 06:32:58,237 - mmaction - INFO - Epoch [85][1000/1879] lr: 7.571e-02, eta: 3 days, 10:41:12, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6543, loss_cls: 2.6604, loss: 2.6604, grad_norm: 2.3320 2021-07-09 06:33:15,657 - mmaction - INFO - Epoch [85][1020/1879] lr: 7.571e-02, eta: 3 days, 10:40:51, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6555, loss_cls: 2.6369, loss: 2.6369, grad_norm: 2.2783 2021-07-09 06:33:33,052 - mmaction - INFO - Epoch [85][1040/1879] lr: 7.571e-02, eta: 3 days, 10:40:31, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6445, loss_cls: 2.7246, loss: 2.7246, grad_norm: 2.3307 2021-07-09 06:33:50,598 - mmaction - INFO - Epoch [85][1060/1879] lr: 7.571e-02, eta: 3 days, 10:40:10, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6500, loss_cls: 2.6882, loss: 2.6882, grad_norm: 2.3171 2021-07-09 06:34:08,041 - mmaction - INFO - Epoch [85][1080/1879] lr: 7.571e-02, eta: 3 days, 10:39:50, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6492, loss_cls: 2.6852, loss: 2.6852, grad_norm: 2.2495 2021-07-09 06:34:25,434 - mmaction - INFO - Epoch [85][1100/1879] lr: 7.571e-02, eta: 3 days, 10:39:29, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6395, loss_cls: 2.7118, loss: 2.7118, grad_norm: 2.3398 2021-07-09 06:34:42,991 - mmaction - INFO - Epoch [85][1120/1879] lr: 7.571e-02, eta: 3 days, 10:39:09, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6289, loss_cls: 2.7667, loss: 2.7667, grad_norm: 2.2931 2021-07-09 06:35:00,343 - mmaction - INFO - Epoch [85][1140/1879] lr: 7.571e-02, eta: 3 days, 10:38:48, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6625, loss_cls: 2.6528, loss: 2.6528, grad_norm: 2.2480 2021-07-09 06:35:17,795 - mmaction - INFO - Epoch [85][1160/1879] lr: 7.571e-02, eta: 3 days, 10:38:27, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6516, loss_cls: 2.6542, loss: 2.6542, grad_norm: 2.3103 2021-07-09 06:35:35,245 - mmaction - INFO - Epoch [85][1180/1879] lr: 7.571e-02, eta: 3 days, 10:38:07, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6516, loss_cls: 2.6558, loss: 2.6558, grad_norm: 2.2513 2021-07-09 06:35:52,763 - mmaction - INFO - Epoch [85][1200/1879] lr: 7.571e-02, eta: 3 days, 10:37:46, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6621, loss_cls: 2.6187, loss: 2.6187, grad_norm: 2.2701 2021-07-09 06:36:10,145 - mmaction - INFO - Epoch [85][1220/1879] lr: 7.571e-02, eta: 3 days, 10:37:26, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6590, loss_cls: 2.6663, loss: 2.6663, grad_norm: 2.3447 2021-07-09 06:36:27,595 - mmaction - INFO - Epoch [85][1240/1879] lr: 7.571e-02, eta: 3 days, 10:37:05, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6496, loss_cls: 2.7306, loss: 2.7306, grad_norm: 2.3489 2021-07-09 06:36:45,133 - mmaction - INFO - Epoch [85][1260/1879] lr: 7.571e-02, eta: 3 days, 10:36:45, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6492, loss_cls: 2.6950, loss: 2.6950, grad_norm: 2.3496 2021-07-09 06:37:02,551 - mmaction - INFO - Epoch [85][1280/1879] lr: 7.571e-02, eta: 3 days, 10:36:24, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6527, loss_cls: 2.6645, loss: 2.6645, grad_norm: 2.3222 2021-07-09 06:37:20,036 - mmaction - INFO - Epoch [85][1300/1879] lr: 7.571e-02, eta: 3 days, 10:36:04, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6512, loss_cls: 2.6756, loss: 2.6756, grad_norm: 2.2778 2021-07-09 06:37:37,487 - mmaction - INFO - Epoch [85][1320/1879] lr: 7.571e-02, eta: 3 days, 10:35:43, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6539, loss_cls: 2.7191, loss: 2.7191, grad_norm: 2.3070 2021-07-09 06:37:55,000 - mmaction - INFO - Epoch [85][1340/1879] lr: 7.571e-02, eta: 3 days, 10:35:23, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6523, loss_cls: 2.6799, loss: 2.6799, grad_norm: 2.3003 2021-07-09 06:38:12,402 - mmaction - INFO - Epoch [85][1360/1879] lr: 7.571e-02, eta: 3 days, 10:35:02, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6727, loss_cls: 2.6432, loss: 2.6432, grad_norm: 2.3716 2021-07-09 06:38:29,843 - mmaction - INFO - Epoch [85][1380/1879] lr: 7.571e-02, eta: 3 days, 10:34:42, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6520, loss_cls: 2.6666, loss: 2.6666, grad_norm: 2.2972 2021-07-09 06:38:47,335 - mmaction - INFO - Epoch [85][1400/1879] lr: 7.571e-02, eta: 3 days, 10:34:21, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6621, loss_cls: 2.6501, loss: 2.6501, grad_norm: 2.2967 2021-07-09 06:39:04,717 - mmaction - INFO - Epoch [85][1420/1879] lr: 7.571e-02, eta: 3 days, 10:34:00, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6531, loss_cls: 2.6997, loss: 2.6997, grad_norm: 2.3143 2021-07-09 06:39:22,279 - mmaction - INFO - Epoch [85][1440/1879] lr: 7.571e-02, eta: 3 days, 10:33:40, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6535, loss_cls: 2.6746, loss: 2.6746, grad_norm: 2.2638 2021-07-09 06:39:39,629 - mmaction - INFO - Epoch [85][1460/1879] lr: 7.571e-02, eta: 3 days, 10:33:19, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6578, loss_cls: 2.6399, loss: 2.6399, grad_norm: 2.3054 2021-07-09 06:39:57,153 - mmaction - INFO - Epoch [85][1480/1879] lr: 7.571e-02, eta: 3 days, 10:32:59, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6492, loss_cls: 2.7251, loss: 2.7251, grad_norm: 2.3287 2021-07-09 06:40:14,658 - mmaction - INFO - Epoch [85][1500/1879] lr: 7.571e-02, eta: 3 days, 10:32:39, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6438, loss_cls: 2.6766, loss: 2.6766, grad_norm: 2.3225 2021-07-09 06:40:32,121 - mmaction - INFO - Epoch [85][1520/1879] lr: 7.571e-02, eta: 3 days, 10:32:18, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6457, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.2793 2021-07-09 06:40:49,621 - mmaction - INFO - Epoch [85][1540/1879] lr: 7.571e-02, eta: 3 days, 10:31:58, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6516, loss_cls: 2.6408, loss: 2.6408, grad_norm: 2.2833 2021-07-09 06:41:07,228 - mmaction - INFO - Epoch [85][1560/1879] lr: 7.571e-02, eta: 3 days, 10:31:37, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6445, loss_cls: 2.7154, loss: 2.7154, grad_norm: 2.3221 2021-07-09 06:41:24,671 - mmaction - INFO - Epoch [85][1580/1879] lr: 7.571e-02, eta: 3 days, 10:31:17, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6438, loss_cls: 2.7118, loss: 2.7118, grad_norm: 2.3359 2021-07-09 06:41:42,130 - mmaction - INFO - Epoch [85][1600/1879] lr: 7.571e-02, eta: 3 days, 10:30:56, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6539, loss_cls: 2.6488, loss: 2.6488, grad_norm: 2.3315 2021-07-09 06:41:59,590 - mmaction - INFO - Epoch [85][1620/1879] lr: 7.571e-02, eta: 3 days, 10:30:36, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6543, loss_cls: 2.6771, loss: 2.6771, grad_norm: 2.3167 2021-07-09 06:42:17,018 - mmaction - INFO - Epoch [85][1640/1879] lr: 7.571e-02, eta: 3 days, 10:30:15, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6625, loss_cls: 2.6639, loss: 2.6639, grad_norm: 2.2887 2021-07-09 06:42:34,515 - mmaction - INFO - Epoch [85][1660/1879] lr: 7.571e-02, eta: 3 days, 10:29:55, time: 0.872, data_time: 0.000, memory: 6462, top1_acc: 0.3805, top5_acc: 0.6418, loss_cls: 2.7692, loss: 2.7692, grad_norm: 2.3052 2021-07-09 06:42:51,932 - mmaction - INFO - Epoch [85][1680/1879] lr: 7.571e-02, eta: 3 days, 10:29:34, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6613, loss_cls: 2.6209, loss: 2.6209, grad_norm: 2.2788 2021-07-09 06:43:09,548 - mmaction - INFO - Epoch [85][1700/1879] lr: 7.571e-02, eta: 3 days, 10:29:14, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6566, loss_cls: 2.6865, loss: 2.6865, grad_norm: 2.2968 2021-07-09 06:43:27,051 - mmaction - INFO - Epoch [85][1720/1879] lr: 7.571e-02, eta: 3 days, 10:28:53, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6477, loss_cls: 2.7109, loss: 2.7109, grad_norm: 2.2785 2021-07-09 06:43:44,517 - mmaction - INFO - Epoch [85][1740/1879] lr: 7.571e-02, eta: 3 days, 10:28:33, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6586, loss_cls: 2.6965, loss: 2.6965, grad_norm: 2.2712 2021-07-09 06:44:01,852 - mmaction - INFO - Epoch [85][1760/1879] lr: 7.571e-02, eta: 3 days, 10:28:12, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6355, loss_cls: 2.7414, loss: 2.7414, grad_norm: 2.3317 2021-07-09 06:44:19,341 - mmaction - INFO - Epoch [85][1780/1879] lr: 7.571e-02, eta: 3 days, 10:27:52, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6695, loss_cls: 2.6612, loss: 2.6612, grad_norm: 2.2380 2021-07-09 06:44:36,723 - mmaction - INFO - Epoch [85][1800/1879] lr: 7.571e-02, eta: 3 days, 10:27:31, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6320, loss_cls: 2.7527, loss: 2.7527, grad_norm: 2.2915 2021-07-09 06:44:54,173 - mmaction - INFO - Epoch [85][1820/1879] lr: 7.571e-02, eta: 3 days, 10:27:10, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6605, loss_cls: 2.6254, loss: 2.6254, grad_norm: 2.2603 2021-07-09 06:45:11,664 - mmaction - INFO - Epoch [85][1840/1879] lr: 7.571e-02, eta: 3 days, 10:26:50, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6449, loss_cls: 2.7067, loss: 2.7067, grad_norm: 2.2784 2021-07-09 06:45:29,207 - mmaction - INFO - Epoch [85][1860/1879] lr: 7.571e-02, eta: 3 days, 10:26:30, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6543, loss_cls: 2.6926, loss: 2.6926, grad_norm: 2.2366 2021-07-09 06:49:35,426 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 06:49:36,244 - mmaction - INFO - top1_acc 0.4669 top5_acc 0.7362 2021-07-09 06:49:36,244 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 06:49:36,293 - mmaction - INFO - mean_acc 0.4668 2021-07-09 06:49:36,729 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_85.pth. 2021-07-09 06:49:36,729 - mmaction - INFO - Best top1_acc is 0.4669 at 85 epoch. 2021-07-09 06:49:36,735 - mmaction - INFO - Epoch(val) [85][155] top1_acc: 0.4669, top5_acc: 0.7362, mean_class_accuracy: 0.4668 2021-07-09 06:51:12,171 - mmaction - INFO - Epoch [86][20/1879] lr: 7.518e-02, eta: 3 days, 10:27:53, time: 4.770, data_time: 3.540, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6645, loss_cls: 2.6061, loss: 2.6061, grad_norm: 2.2830 2021-07-09 06:51:29,581 - mmaction - INFO - Epoch [86][40/1879] lr: 7.518e-02, eta: 3 days, 10:27:32, time: 0.870, data_time: 0.013, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6535, loss_cls: 2.6468, loss: 2.6468, grad_norm: 2.3196 2021-07-09 06:51:46,850 - mmaction - INFO - Epoch [86][60/1879] lr: 7.518e-02, eta: 3 days, 10:27:11, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6723, loss_cls: 2.6038, loss: 2.6038, grad_norm: 2.2938 2021-07-09 06:52:04,110 - mmaction - INFO - Epoch [86][80/1879] lr: 7.518e-02, eta: 3 days, 10:26:51, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6652, loss_cls: 2.5949, loss: 2.5949, grad_norm: 2.3030 2021-07-09 06:52:21,608 - mmaction - INFO - Epoch [86][100/1879] lr: 7.518e-02, eta: 3 days, 10:26:30, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6570, loss_cls: 2.6442, loss: 2.6442, grad_norm: 2.3168 2021-07-09 06:52:38,863 - mmaction - INFO - Epoch [86][120/1879] lr: 7.518e-02, eta: 3 days, 10:26:09, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6465, loss_cls: 2.7139, loss: 2.7139, grad_norm: 2.2980 2021-07-09 06:52:56,332 - mmaction - INFO - Epoch [86][140/1879] lr: 7.518e-02, eta: 3 days, 10:25:49, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6352, loss_cls: 2.7091, loss: 2.7091, grad_norm: 2.2882 2021-07-09 06:53:13,676 - mmaction - INFO - Epoch [86][160/1879] lr: 7.518e-02, eta: 3 days, 10:25:28, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6668, loss_cls: 2.6131, loss: 2.6131, grad_norm: 2.2927 2021-07-09 06:53:31,026 - mmaction - INFO - Epoch [86][180/1879] lr: 7.518e-02, eta: 3 days, 10:25:07, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6535, loss_cls: 2.6637, loss: 2.6637, grad_norm: 2.2974 2021-07-09 06:53:48,535 - mmaction - INFO - Epoch [86][200/1879] lr: 7.518e-02, eta: 3 days, 10:24:47, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6574, loss_cls: 2.6444, loss: 2.6444, grad_norm: 2.3032 2021-07-09 06:54:05,959 - mmaction - INFO - Epoch [86][220/1879] lr: 7.518e-02, eta: 3 days, 10:24:26, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6559, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.3157 2021-07-09 06:54:23,289 - mmaction - INFO - Epoch [86][240/1879] lr: 7.518e-02, eta: 3 days, 10:24:05, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6527, loss_cls: 2.6569, loss: 2.6569, grad_norm: 2.3124 2021-07-09 06:54:40,820 - mmaction - INFO - Epoch [86][260/1879] lr: 7.518e-02, eta: 3 days, 10:23:45, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6543, loss_cls: 2.6665, loss: 2.6665, grad_norm: 2.3274 2021-07-09 06:54:58,335 - mmaction - INFO - Epoch [86][280/1879] lr: 7.518e-02, eta: 3 days, 10:23:25, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6438, loss_cls: 2.6772, loss: 2.6772, grad_norm: 2.3439 2021-07-09 06:55:15,778 - mmaction - INFO - Epoch [86][300/1879] lr: 7.518e-02, eta: 3 days, 10:23:04, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6516, loss_cls: 2.6750, loss: 2.6750, grad_norm: 2.3379 2021-07-09 06:55:33,363 - mmaction - INFO - Epoch [86][320/1879] lr: 7.518e-02, eta: 3 days, 10:22:44, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6480, loss_cls: 2.6856, loss: 2.6856, grad_norm: 2.2719 2021-07-09 06:55:50,699 - mmaction - INFO - Epoch [86][340/1879] lr: 7.518e-02, eta: 3 days, 10:22:23, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6754, loss_cls: 2.5862, loss: 2.5862, grad_norm: 2.3007 2021-07-09 06:56:08,318 - mmaction - INFO - Epoch [86][360/1879] lr: 7.518e-02, eta: 3 days, 10:22:03, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6699, loss_cls: 2.6539, loss: 2.6539, grad_norm: 2.3902 2021-07-09 06:56:25,902 - mmaction - INFO - Epoch [86][380/1879] lr: 7.518e-02, eta: 3 days, 10:21:42, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6504, loss_cls: 2.7013, loss: 2.7013, grad_norm: 2.2880 2021-07-09 06:56:43,301 - mmaction - INFO - Epoch [86][400/1879] lr: 7.518e-02, eta: 3 days, 10:21:22, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6520, loss_cls: 2.6691, loss: 2.6691, grad_norm: 2.3001 2021-07-09 06:57:01,002 - mmaction - INFO - Epoch [86][420/1879] lr: 7.518e-02, eta: 3 days, 10:21:02, time: 0.883, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6656, loss_cls: 2.6214, loss: 2.6214, grad_norm: 2.2810 2021-07-09 06:57:18,493 - mmaction - INFO - Epoch [86][440/1879] lr: 7.518e-02, eta: 3 days, 10:20:41, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6508, loss_cls: 2.6562, loss: 2.6562, grad_norm: 2.2949 2021-07-09 06:57:35,951 - mmaction - INFO - Epoch [86][460/1879] lr: 7.518e-02, eta: 3 days, 10:20:21, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6500, loss_cls: 2.6718, loss: 2.6718, grad_norm: 2.3059 2021-07-09 06:57:53,504 - mmaction - INFO - Epoch [86][480/1879] lr: 7.518e-02, eta: 3 days, 10:20:01, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6375, loss_cls: 2.7123, loss: 2.7123, grad_norm: 2.3775 2021-07-09 06:58:10,998 - mmaction - INFO - Epoch [86][500/1879] lr: 7.518e-02, eta: 3 days, 10:19:40, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6578, loss_cls: 2.6965, loss: 2.6965, grad_norm: 2.3180 2021-07-09 06:58:28,390 - mmaction - INFO - Epoch [86][520/1879] lr: 7.518e-02, eta: 3 days, 10:19:19, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6637, loss_cls: 2.6431, loss: 2.6431, grad_norm: 2.3019 2021-07-09 06:58:45,660 - mmaction - INFO - Epoch [86][540/1879] lr: 7.518e-02, eta: 3 days, 10:18:59, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6551, loss_cls: 2.6445, loss: 2.6445, grad_norm: 2.2630 2021-07-09 06:59:03,249 - mmaction - INFO - Epoch [86][560/1879] lr: 7.518e-02, eta: 3 days, 10:18:38, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6625, loss_cls: 2.6584, loss: 2.6584, grad_norm: 2.2675 2021-07-09 06:59:20,685 - mmaction - INFO - Epoch [86][580/1879] lr: 7.518e-02, eta: 3 days, 10:18:18, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6590, loss_cls: 2.6620, loss: 2.6620, grad_norm: 2.3572 2021-07-09 06:59:38,067 - mmaction - INFO - Epoch [86][600/1879] lr: 7.518e-02, eta: 3 days, 10:17:57, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6539, loss_cls: 2.6924, loss: 2.6924, grad_norm: 2.3139 2021-07-09 06:59:55,453 - mmaction - INFO - Epoch [86][620/1879] lr: 7.518e-02, eta: 3 days, 10:17:36, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6605, loss_cls: 2.6576, loss: 2.6576, grad_norm: 2.2889 2021-07-09 07:00:13,007 - mmaction - INFO - Epoch [86][640/1879] lr: 7.518e-02, eta: 3 days, 10:17:16, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6895, loss_cls: 2.5084, loss: 2.5084, grad_norm: 2.3288 2021-07-09 07:00:30,495 - mmaction - INFO - Epoch [86][660/1879] lr: 7.518e-02, eta: 3 days, 10:16:56, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6473, loss_cls: 2.7160, loss: 2.7160, grad_norm: 2.3431 2021-07-09 07:00:47,931 - mmaction - INFO - Epoch [86][680/1879] lr: 7.518e-02, eta: 3 days, 10:16:35, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6609, loss_cls: 2.6231, loss: 2.6231, grad_norm: 2.2964 2021-07-09 07:01:05,316 - mmaction - INFO - Epoch [86][700/1879] lr: 7.518e-02, eta: 3 days, 10:16:14, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6543, loss_cls: 2.7135, loss: 2.7135, grad_norm: 2.2732 2021-07-09 07:01:22,875 - mmaction - INFO - Epoch [86][720/1879] lr: 7.518e-02, eta: 3 days, 10:15:54, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6641, loss_cls: 2.6506, loss: 2.6506, grad_norm: 2.2682 2021-07-09 07:01:40,253 - mmaction - INFO - Epoch [86][740/1879] lr: 7.518e-02, eta: 3 days, 10:15:33, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6605, loss_cls: 2.6831, loss: 2.6831, grad_norm: 2.2944 2021-07-09 07:01:57,611 - mmaction - INFO - Epoch [86][760/1879] lr: 7.518e-02, eta: 3 days, 10:15:13, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6566, loss_cls: 2.6178, loss: 2.6178, grad_norm: 2.2981 2021-07-09 07:02:15,143 - mmaction - INFO - Epoch [86][780/1879] lr: 7.518e-02, eta: 3 days, 10:14:52, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6527, loss_cls: 2.6330, loss: 2.6330, grad_norm: 2.2858 2021-07-09 07:02:32,512 - mmaction - INFO - Epoch [86][800/1879] lr: 7.518e-02, eta: 3 days, 10:14:32, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6516, loss_cls: 2.6934, loss: 2.6934, grad_norm: 2.3929 2021-07-09 07:02:49,878 - mmaction - INFO - Epoch [86][820/1879] lr: 7.518e-02, eta: 3 days, 10:14:11, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6547, loss_cls: 2.7163, loss: 2.7163, grad_norm: 2.3155 2021-07-09 07:03:07,299 - mmaction - INFO - Epoch [86][840/1879] lr: 7.518e-02, eta: 3 days, 10:13:50, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6418, loss_cls: 2.6938, loss: 2.6938, grad_norm: 2.2919 2021-07-09 07:03:24,732 - mmaction - INFO - Epoch [86][860/1879] lr: 7.518e-02, eta: 3 days, 10:13:30, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6555, loss_cls: 2.6741, loss: 2.6741, grad_norm: 2.2617 2021-07-09 07:03:42,185 - mmaction - INFO - Epoch [86][880/1879] lr: 7.518e-02, eta: 3 days, 10:13:09, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6652, loss_cls: 2.6752, loss: 2.6752, grad_norm: 2.2646 2021-07-09 07:03:59,846 - mmaction - INFO - Epoch [86][900/1879] lr: 7.518e-02, eta: 3 days, 10:12:49, time: 0.883, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6758, loss_cls: 2.6117, loss: 2.6117, grad_norm: 2.3126 2021-07-09 07:04:17,333 - mmaction - INFO - Epoch [86][920/1879] lr: 7.518e-02, eta: 3 days, 10:12:29, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6543, loss_cls: 2.6529, loss: 2.6529, grad_norm: 2.2896 2021-07-09 07:04:34,813 - mmaction - INFO - Epoch [86][940/1879] lr: 7.518e-02, eta: 3 days, 10:12:08, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6707, loss_cls: 2.5871, loss: 2.5871, grad_norm: 2.2528 2021-07-09 07:04:52,179 - mmaction - INFO - Epoch [86][960/1879] lr: 7.518e-02, eta: 3 days, 10:11:48, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6547, loss_cls: 2.6446, loss: 2.6446, grad_norm: 2.2970 2021-07-09 07:05:09,677 - mmaction - INFO - Epoch [86][980/1879] lr: 7.518e-02, eta: 3 days, 10:11:27, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6438, loss_cls: 2.7299, loss: 2.7299, grad_norm: 2.2462 2021-07-09 07:05:27,137 - mmaction - INFO - Epoch [86][1000/1879] lr: 7.518e-02, eta: 3 days, 10:11:07, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6562, loss_cls: 2.6121, loss: 2.6121, grad_norm: 2.2494 2021-07-09 07:05:44,581 - mmaction - INFO - Epoch [86][1020/1879] lr: 7.518e-02, eta: 3 days, 10:10:46, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6672, loss_cls: 2.6030, loss: 2.6030, grad_norm: 2.3225 2021-07-09 07:06:02,055 - mmaction - INFO - Epoch [86][1040/1879] lr: 7.518e-02, eta: 3 days, 10:10:26, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6422, loss_cls: 2.7539, loss: 2.7539, grad_norm: 2.3285 2021-07-09 07:06:19,542 - mmaction - INFO - Epoch [86][1060/1879] lr: 7.518e-02, eta: 3 days, 10:10:05, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6621, loss_cls: 2.6393, loss: 2.6393, grad_norm: 2.2668 2021-07-09 07:06:36,900 - mmaction - INFO - Epoch [86][1080/1879] lr: 7.518e-02, eta: 3 days, 10:09:45, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6539, loss_cls: 2.6481, loss: 2.6481, grad_norm: 2.2954 2021-07-09 07:06:54,388 - mmaction - INFO - Epoch [86][1100/1879] lr: 7.518e-02, eta: 3 days, 10:09:24, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6496, loss_cls: 2.6630, loss: 2.6630, grad_norm: 2.2974 2021-07-09 07:07:11,946 - mmaction - INFO - Epoch [86][1120/1879] lr: 7.518e-02, eta: 3 days, 10:09:04, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6574, loss_cls: 2.6308, loss: 2.6308, grad_norm: 2.3145 2021-07-09 07:07:29,437 - mmaction - INFO - Epoch [86][1140/1879] lr: 7.518e-02, eta: 3 days, 10:08:43, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6336, loss_cls: 2.7521, loss: 2.7521, grad_norm: 2.3283 2021-07-09 07:07:46,825 - mmaction - INFO - Epoch [86][1160/1879] lr: 7.518e-02, eta: 3 days, 10:08:23, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6590, loss_cls: 2.6502, loss: 2.6502, grad_norm: 2.2927 2021-07-09 07:08:04,266 - mmaction - INFO - Epoch [86][1180/1879] lr: 7.518e-02, eta: 3 days, 10:08:02, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6441, loss_cls: 2.7301, loss: 2.7301, grad_norm: 2.3378 2021-07-09 07:08:21,736 - mmaction - INFO - Epoch [86][1200/1879] lr: 7.518e-02, eta: 3 days, 10:07:42, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6625, loss_cls: 2.6245, loss: 2.6245, grad_norm: 2.3211 2021-07-09 07:08:39,166 - mmaction - INFO - Epoch [86][1220/1879] lr: 7.518e-02, eta: 3 days, 10:07:21, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6512, loss_cls: 2.6867, loss: 2.6867, grad_norm: 2.3186 2021-07-09 07:08:56,679 - mmaction - INFO - Epoch [86][1240/1879] lr: 7.518e-02, eta: 3 days, 10:07:01, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6504, loss_cls: 2.7380, loss: 2.7380, grad_norm: 2.3537 2021-07-09 07:09:14,136 - mmaction - INFO - Epoch [86][1260/1879] lr: 7.518e-02, eta: 3 days, 10:06:40, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6520, loss_cls: 2.7121, loss: 2.7121, grad_norm: 2.2534 2021-07-09 07:09:31,582 - mmaction - INFO - Epoch [86][1280/1879] lr: 7.518e-02, eta: 3 days, 10:06:20, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6566, loss_cls: 2.6630, loss: 2.6630, grad_norm: 2.3164 2021-07-09 07:09:48,949 - mmaction - INFO - Epoch [86][1300/1879] lr: 7.518e-02, eta: 3 days, 10:05:59, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6629, loss_cls: 2.6754, loss: 2.6754, grad_norm: 2.3150 2021-07-09 07:10:06,408 - mmaction - INFO - Epoch [86][1320/1879] lr: 7.518e-02, eta: 3 days, 10:05:39, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6555, loss_cls: 2.6405, loss: 2.6405, grad_norm: 2.2742 2021-07-09 07:10:23,750 - mmaction - INFO - Epoch [86][1340/1879] lr: 7.518e-02, eta: 3 days, 10:05:18, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6480, loss_cls: 2.7196, loss: 2.7196, grad_norm: 2.3088 2021-07-09 07:10:41,352 - mmaction - INFO - Epoch [86][1360/1879] lr: 7.518e-02, eta: 3 days, 10:04:58, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6691, loss_cls: 2.6191, loss: 2.6191, grad_norm: 2.2463 2021-07-09 07:10:58,821 - mmaction - INFO - Epoch [86][1380/1879] lr: 7.518e-02, eta: 3 days, 10:04:37, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6469, loss_cls: 2.6579, loss: 2.6579, grad_norm: 2.3179 2021-07-09 07:11:16,164 - mmaction - INFO - Epoch [86][1400/1879] lr: 7.518e-02, eta: 3 days, 10:04:17, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6555, loss_cls: 2.6361, loss: 2.6361, grad_norm: 2.3017 2021-07-09 07:11:33,617 - mmaction - INFO - Epoch [86][1420/1879] lr: 7.518e-02, eta: 3 days, 10:03:56, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6469, loss_cls: 2.7135, loss: 2.7135, grad_norm: 2.3498 2021-07-09 07:11:50,979 - mmaction - INFO - Epoch [86][1440/1879] lr: 7.518e-02, eta: 3 days, 10:03:35, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6449, loss_cls: 2.7186, loss: 2.7186, grad_norm: 2.3285 2021-07-09 07:12:08,372 - mmaction - INFO - Epoch [86][1460/1879] lr: 7.518e-02, eta: 3 days, 10:03:15, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6422, loss_cls: 2.7570, loss: 2.7570, grad_norm: 2.3343 2021-07-09 07:12:25,808 - mmaction - INFO - Epoch [86][1480/1879] lr: 7.518e-02, eta: 3 days, 10:02:54, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.6614, loss: 2.6614, grad_norm: 2.2697 2021-07-09 07:12:43,202 - mmaction - INFO - Epoch [86][1500/1879] lr: 7.518e-02, eta: 3 days, 10:02:34, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6461, loss_cls: 2.7214, loss: 2.7214, grad_norm: 2.3493 2021-07-09 07:13:00,735 - mmaction - INFO - Epoch [86][1520/1879] lr: 7.518e-02, eta: 3 days, 10:02:13, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6516, loss_cls: 2.7358, loss: 2.7358, grad_norm: 2.3662 2021-07-09 07:13:18,243 - mmaction - INFO - Epoch [86][1540/1879] lr: 7.518e-02, eta: 3 days, 10:01:53, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6566, loss_cls: 2.6412, loss: 2.6412, grad_norm: 2.3238 2021-07-09 07:13:35,642 - mmaction - INFO - Epoch [86][1560/1879] lr: 7.518e-02, eta: 3 days, 10:01:32, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6531, loss_cls: 2.6820, loss: 2.6820, grad_norm: 2.3566 2021-07-09 07:13:53,102 - mmaction - INFO - Epoch [86][1580/1879] lr: 7.518e-02, eta: 3 days, 10:01:12, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6430, loss_cls: 2.7193, loss: 2.7193, grad_norm: 2.3170 2021-07-09 07:14:10,676 - mmaction - INFO - Epoch [86][1600/1879] lr: 7.518e-02, eta: 3 days, 10:00:52, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6371, loss_cls: 2.7756, loss: 2.7756, grad_norm: 2.3166 2021-07-09 07:14:28,169 - mmaction - INFO - Epoch [86][1620/1879] lr: 7.518e-02, eta: 3 days, 10:00:31, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6715, loss_cls: 2.5821, loss: 2.5821, grad_norm: 2.2900 2021-07-09 07:14:45,653 - mmaction - INFO - Epoch [86][1640/1879] lr: 7.518e-02, eta: 3 days, 10:00:11, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6414, loss_cls: 2.7511, loss: 2.7511, grad_norm: 2.3748 2021-07-09 07:15:03,196 - mmaction - INFO - Epoch [86][1660/1879] lr: 7.518e-02, eta: 3 days, 9:59:51, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6371, loss_cls: 2.7138, loss: 2.7138, grad_norm: 2.2679 2021-07-09 07:15:20,682 - mmaction - INFO - Epoch [86][1680/1879] lr: 7.518e-02, eta: 3 days, 9:59:30, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6414, loss_cls: 2.7010, loss: 2.7010, grad_norm: 2.2856 2021-07-09 07:15:38,173 - mmaction - INFO - Epoch [86][1700/1879] lr: 7.518e-02, eta: 3 days, 9:59:10, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6500, loss_cls: 2.6985, loss: 2.6985, grad_norm: 2.3205 2021-07-09 07:15:55,676 - mmaction - INFO - Epoch [86][1720/1879] lr: 7.518e-02, eta: 3 days, 9:58:49, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6492, loss_cls: 2.7074, loss: 2.7074, grad_norm: 2.3431 2021-07-09 07:16:13,120 - mmaction - INFO - Epoch [86][1740/1879] lr: 7.518e-02, eta: 3 days, 9:58:29, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6469, loss_cls: 2.6921, loss: 2.6921, grad_norm: 2.3298 2021-07-09 07:16:30,398 - mmaction - INFO - Epoch [86][1760/1879] lr: 7.518e-02, eta: 3 days, 9:58:08, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6309, loss_cls: 2.7950, loss: 2.7950, grad_norm: 2.3103 2021-07-09 07:16:47,895 - mmaction - INFO - Epoch [86][1780/1879] lr: 7.518e-02, eta: 3 days, 9:57:48, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6590, loss_cls: 2.6182, loss: 2.6182, grad_norm: 2.2398 2021-07-09 07:17:05,340 - mmaction - INFO - Epoch [86][1800/1879] lr: 7.518e-02, eta: 3 days, 9:57:27, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6520, loss_cls: 2.6210, loss: 2.6210, grad_norm: 2.2910 2021-07-09 07:17:22,920 - mmaction - INFO - Epoch [86][1820/1879] lr: 7.518e-02, eta: 3 days, 9:57:07, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6672, loss_cls: 2.5863, loss: 2.5863, grad_norm: 2.2990 2021-07-09 07:17:40,362 - mmaction - INFO - Epoch [86][1840/1879] lr: 7.518e-02, eta: 3 days, 9:56:46, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6398, loss_cls: 2.6941, loss: 2.6941, grad_norm: 2.3206 2021-07-09 07:17:57,889 - mmaction - INFO - Epoch [86][1860/1879] lr: 7.518e-02, eta: 3 days, 9:56:26, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6566, loss_cls: 2.6571, loss: 2.6571, grad_norm: 2.2907 2021-07-09 07:20:30,627 - mmaction - INFO - Epoch [87][20/1879] lr: 7.464e-02, eta: 3 days, 9:59:01, time: 6.623, data_time: 5.488, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6531, loss_cls: 2.6404, loss: 2.6404, grad_norm: 2.3115 2021-07-09 07:20:47,766 - mmaction - INFO - Epoch [87][40/1879] lr: 7.464e-02, eta: 3 days, 9:58:40, time: 0.858, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6617, loss_cls: 2.6165, loss: 2.6165, grad_norm: 2.3085 2021-07-09 07:21:05,025 - mmaction - INFO - Epoch [87][60/1879] lr: 7.464e-02, eta: 3 days, 9:58:19, time: 0.863, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6633, loss_cls: 2.5849, loss: 2.5849, grad_norm: 2.2660 2021-07-09 07:21:22,354 - mmaction - INFO - Epoch [87][80/1879] lr: 7.464e-02, eta: 3 days, 9:57:58, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6590, loss_cls: 2.6492, loss: 2.6492, grad_norm: 2.2980 2021-07-09 07:21:39,807 - mmaction - INFO - Epoch [87][100/1879] lr: 7.464e-02, eta: 3 days, 9:57:37, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6547, loss_cls: 2.6985, loss: 2.6985, grad_norm: 2.3653 2021-07-09 07:21:57,252 - mmaction - INFO - Epoch [87][120/1879] lr: 7.464e-02, eta: 3 days, 9:57:17, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6504, loss_cls: 2.6698, loss: 2.6698, grad_norm: 2.3021 2021-07-09 07:22:14,695 - mmaction - INFO - Epoch [87][140/1879] lr: 7.464e-02, eta: 3 days, 9:56:56, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6500, loss_cls: 2.7239, loss: 2.7239, grad_norm: 2.3150 2021-07-09 07:22:32,043 - mmaction - INFO - Epoch [87][160/1879] lr: 7.464e-02, eta: 3 days, 9:56:36, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6598, loss_cls: 2.6107, loss: 2.6107, grad_norm: 2.2873 2021-07-09 07:22:49,528 - mmaction - INFO - Epoch [87][180/1879] lr: 7.464e-02, eta: 3 days, 9:56:15, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6680, loss_cls: 2.5789, loss: 2.5789, grad_norm: 2.2834 2021-07-09 07:23:06,882 - mmaction - INFO - Epoch [87][200/1879] lr: 7.464e-02, eta: 3 days, 9:55:54, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6637, loss_cls: 2.6605, loss: 2.6605, grad_norm: 2.3233 2021-07-09 07:23:24,350 - mmaction - INFO - Epoch [87][220/1879] lr: 7.464e-02, eta: 3 days, 9:55:34, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6527, loss_cls: 2.6979, loss: 2.6979, grad_norm: 2.2723 2021-07-09 07:23:41,828 - mmaction - INFO - Epoch [87][240/1879] lr: 7.464e-02, eta: 3 days, 9:55:14, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6609, loss_cls: 2.5992, loss: 2.5992, grad_norm: 2.3040 2021-07-09 07:23:59,342 - mmaction - INFO - Epoch [87][260/1879] lr: 7.464e-02, eta: 3 days, 9:54:53, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6715, loss_cls: 2.5772, loss: 2.5772, grad_norm: 2.3025 2021-07-09 07:24:16,791 - mmaction - INFO - Epoch [87][280/1879] lr: 7.464e-02, eta: 3 days, 9:54:33, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6684, loss_cls: 2.6361, loss: 2.6361, grad_norm: 2.3118 2021-07-09 07:24:34,332 - mmaction - INFO - Epoch [87][300/1879] lr: 7.464e-02, eta: 3 days, 9:54:12, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6652, loss_cls: 2.6418, loss: 2.6418, grad_norm: 2.3100 2021-07-09 07:24:51,888 - mmaction - INFO - Epoch [87][320/1879] lr: 7.464e-02, eta: 3 days, 9:53:52, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6551, loss_cls: 2.6936, loss: 2.6936, grad_norm: 2.2929 2021-07-09 07:25:09,450 - mmaction - INFO - Epoch [87][340/1879] lr: 7.464e-02, eta: 3 days, 9:53:32, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6664, loss_cls: 2.6386, loss: 2.6386, grad_norm: 2.3178 2021-07-09 07:25:27,062 - mmaction - INFO - Epoch [87][360/1879] lr: 7.464e-02, eta: 3 days, 9:53:12, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6363, loss_cls: 2.7309, loss: 2.7309, grad_norm: 2.3353 2021-07-09 07:25:44,522 - mmaction - INFO - Epoch [87][380/1879] lr: 7.464e-02, eta: 3 days, 9:52:51, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6664, loss_cls: 2.6182, loss: 2.6182, grad_norm: 2.2132 2021-07-09 07:26:02,055 - mmaction - INFO - Epoch [87][400/1879] lr: 7.464e-02, eta: 3 days, 9:52:31, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6574, loss_cls: 2.6583, loss: 2.6583, grad_norm: 2.3232 2021-07-09 07:26:19,576 - mmaction - INFO - Epoch [87][420/1879] lr: 7.464e-02, eta: 3 days, 9:52:10, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6656, loss_cls: 2.6436, loss: 2.6436, grad_norm: 2.3295 2021-07-09 07:26:37,207 - mmaction - INFO - Epoch [87][440/1879] lr: 7.464e-02, eta: 3 days, 9:51:50, time: 0.883, data_time: 0.006, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6449, loss_cls: 2.6698, loss: 2.6698, grad_norm: 2.3061 2021-07-09 07:26:54,578 - mmaction - INFO - Epoch [87][460/1879] lr: 7.464e-02, eta: 3 days, 9:51:30, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6617, loss_cls: 2.6253, loss: 2.6253, grad_norm: 2.3114 2021-07-09 07:27:12,031 - mmaction - INFO - Epoch [87][480/1879] lr: 7.464e-02, eta: 3 days, 9:51:09, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6598, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.3976 2021-07-09 07:27:29,474 - mmaction - INFO - Epoch [87][500/1879] lr: 7.464e-02, eta: 3 days, 9:50:49, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6625, loss_cls: 2.5991, loss: 2.5991, grad_norm: 2.2499 2021-07-09 07:27:46,947 - mmaction - INFO - Epoch [87][520/1879] lr: 7.464e-02, eta: 3 days, 9:50:28, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6625, loss_cls: 2.6388, loss: 2.6388, grad_norm: 2.3258 2021-07-09 07:28:04,520 - mmaction - INFO - Epoch [87][540/1879] lr: 7.464e-02, eta: 3 days, 9:50:08, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6586, loss_cls: 2.6664, loss: 2.6664, grad_norm: 2.2747 2021-07-09 07:28:21,882 - mmaction - INFO - Epoch [87][560/1879] lr: 7.464e-02, eta: 3 days, 9:49:47, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6441, loss_cls: 2.7029, loss: 2.7029, grad_norm: 2.3260 2021-07-09 07:28:39,260 - mmaction - INFO - Epoch [87][580/1879] lr: 7.464e-02, eta: 3 days, 9:49:27, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6555, loss_cls: 2.6410, loss: 2.6410, grad_norm: 2.2988 2021-07-09 07:28:56,664 - mmaction - INFO - Epoch [87][600/1879] lr: 7.464e-02, eta: 3 days, 9:49:06, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6707, loss_cls: 2.5654, loss: 2.5654, grad_norm: 2.2969 2021-07-09 07:29:14,153 - mmaction - INFO - Epoch [87][620/1879] lr: 7.464e-02, eta: 3 days, 9:48:46, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6602, loss_cls: 2.6352, loss: 2.6352, grad_norm: 2.3224 2021-07-09 07:29:31,695 - mmaction - INFO - Epoch [87][640/1879] lr: 7.464e-02, eta: 3 days, 9:48:25, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6570, loss_cls: 2.6706, loss: 2.6706, grad_norm: 2.3469 2021-07-09 07:29:49,166 - mmaction - INFO - Epoch [87][660/1879] lr: 7.464e-02, eta: 3 days, 9:48:05, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6559, loss_cls: 2.6301, loss: 2.6301, grad_norm: 2.2966 2021-07-09 07:30:06,649 - mmaction - INFO - Epoch [87][680/1879] lr: 7.464e-02, eta: 3 days, 9:47:44, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6426, loss_cls: 2.6849, loss: 2.6849, grad_norm: 2.3024 2021-07-09 07:30:23,982 - mmaction - INFO - Epoch [87][700/1879] lr: 7.464e-02, eta: 3 days, 9:47:24, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6750, loss_cls: 2.5915, loss: 2.5915, grad_norm: 2.3483 2021-07-09 07:30:41,463 - mmaction - INFO - Epoch [87][720/1879] lr: 7.464e-02, eta: 3 days, 9:47:03, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6461, loss_cls: 2.7177, loss: 2.7177, grad_norm: 2.4203 2021-07-09 07:30:58,857 - mmaction - INFO - Epoch [87][740/1879] lr: 7.464e-02, eta: 3 days, 9:46:43, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6430, loss_cls: 2.7570, loss: 2.7570, grad_norm: 2.2999 2021-07-09 07:31:16,321 - mmaction - INFO - Epoch [87][760/1879] lr: 7.464e-02, eta: 3 days, 9:46:22, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6602, loss_cls: 2.6603, loss: 2.6603, grad_norm: 2.2883 2021-07-09 07:31:33,872 - mmaction - INFO - Epoch [87][780/1879] lr: 7.464e-02, eta: 3 days, 9:46:02, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6621, loss_cls: 2.6514, loss: 2.6514, grad_norm: 2.3207 2021-07-09 07:31:51,280 - mmaction - INFO - Epoch [87][800/1879] lr: 7.464e-02, eta: 3 days, 9:45:41, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6609, loss_cls: 2.6810, loss: 2.6810, grad_norm: 2.2952 2021-07-09 07:32:08,761 - mmaction - INFO - Epoch [87][820/1879] lr: 7.464e-02, eta: 3 days, 9:45:21, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6695, loss_cls: 2.6369, loss: 2.6369, grad_norm: 2.2306 2021-07-09 07:32:26,330 - mmaction - INFO - Epoch [87][840/1879] lr: 7.464e-02, eta: 3 days, 9:45:01, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6734, loss_cls: 2.5907, loss: 2.5907, grad_norm: 2.2876 2021-07-09 07:32:43,932 - mmaction - INFO - Epoch [87][860/1879] lr: 7.464e-02, eta: 3 days, 9:44:40, time: 0.883, data_time: 0.006, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6551, loss_cls: 2.6261, loss: 2.6261, grad_norm: 2.2975 2021-07-09 07:33:01,415 - mmaction - INFO - Epoch [87][880/1879] lr: 7.464e-02, eta: 3 days, 9:44:20, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6531, loss_cls: 2.6391, loss: 2.6391, grad_norm: 2.3001 2021-07-09 07:33:18,870 - mmaction - INFO - Epoch [87][900/1879] lr: 7.464e-02, eta: 3 days, 9:44:00, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6590, loss_cls: 2.6375, loss: 2.6375, grad_norm: 2.2867 2021-07-09 07:33:36,304 - mmaction - INFO - Epoch [87][920/1879] lr: 7.464e-02, eta: 3 days, 9:43:39, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6543, loss_cls: 2.6533, loss: 2.6533, grad_norm: 2.3350 2021-07-09 07:33:53,857 - mmaction - INFO - Epoch [87][940/1879] lr: 7.464e-02, eta: 3 days, 9:43:19, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6602, loss_cls: 2.6544, loss: 2.6544, grad_norm: 2.3465 2021-07-09 07:34:11,346 - mmaction - INFO - Epoch [87][960/1879] lr: 7.464e-02, eta: 3 days, 9:42:58, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6695, loss_cls: 2.6123, loss: 2.6123, grad_norm: 2.3110 2021-07-09 07:34:28,757 - mmaction - INFO - Epoch [87][980/1879] lr: 7.464e-02, eta: 3 days, 9:42:38, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6707, loss_cls: 2.5859, loss: 2.5859, grad_norm: 2.3543 2021-07-09 07:34:46,166 - mmaction - INFO - Epoch [87][1000/1879] lr: 7.464e-02, eta: 3 days, 9:42:17, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6574, loss_cls: 2.6533, loss: 2.6533, grad_norm: 2.2829 2021-07-09 07:35:03,653 - mmaction - INFO - Epoch [87][1020/1879] lr: 7.464e-02, eta: 3 days, 9:41:57, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6500, loss_cls: 2.6893, loss: 2.6893, grad_norm: 2.3162 2021-07-09 07:35:21,076 - mmaction - INFO - Epoch [87][1040/1879] lr: 7.464e-02, eta: 3 days, 9:41:36, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6660, loss_cls: 2.6177, loss: 2.6177, grad_norm: 2.2987 2021-07-09 07:35:38,464 - mmaction - INFO - Epoch [87][1060/1879] lr: 7.464e-02, eta: 3 days, 9:41:16, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6629, loss_cls: 2.6527, loss: 2.6527, grad_norm: 2.3068 2021-07-09 07:35:55,865 - mmaction - INFO - Epoch [87][1080/1879] lr: 7.464e-02, eta: 3 days, 9:40:55, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6664, loss_cls: 2.6274, loss: 2.6274, grad_norm: 2.3184 2021-07-09 07:36:13,369 - mmaction - INFO - Epoch [87][1100/1879] lr: 7.464e-02, eta: 3 days, 9:40:35, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6531, loss_cls: 2.6428, loss: 2.6428, grad_norm: 2.3099 2021-07-09 07:36:30,872 - mmaction - INFO - Epoch [87][1120/1879] lr: 7.464e-02, eta: 3 days, 9:40:14, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6605, loss_cls: 2.7000, loss: 2.7000, grad_norm: 2.3279 2021-07-09 07:36:48,463 - mmaction - INFO - Epoch [87][1140/1879] lr: 7.464e-02, eta: 3 days, 9:39:54, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6609, loss_cls: 2.6887, loss: 2.6887, grad_norm: 2.3258 2021-07-09 07:37:06,004 - mmaction - INFO - Epoch [87][1160/1879] lr: 7.464e-02, eta: 3 days, 9:39:34, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6633, loss_cls: 2.6447, loss: 2.6447, grad_norm: 2.2987 2021-07-09 07:37:23,464 - mmaction - INFO - Epoch [87][1180/1879] lr: 7.464e-02, eta: 3 days, 9:39:13, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6562, loss_cls: 2.6537, loss: 2.6537, grad_norm: 2.2871 2021-07-09 07:37:40,758 - mmaction - INFO - Epoch [87][1200/1879] lr: 7.464e-02, eta: 3 days, 9:38:53, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6586, loss_cls: 2.6446, loss: 2.6446, grad_norm: 2.3301 2021-07-09 07:37:58,246 - mmaction - INFO - Epoch [87][1220/1879] lr: 7.464e-02, eta: 3 days, 9:38:32, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6379, loss_cls: 2.7316, loss: 2.7316, grad_norm: 2.3446 2021-07-09 07:38:15,754 - mmaction - INFO - Epoch [87][1240/1879] lr: 7.464e-02, eta: 3 days, 9:38:12, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6488, loss_cls: 2.7019, loss: 2.7019, grad_norm: 2.3315 2021-07-09 07:38:33,128 - mmaction - INFO - Epoch [87][1260/1879] lr: 7.464e-02, eta: 3 days, 9:37:51, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6559, loss_cls: 2.6631, loss: 2.6631, grad_norm: 2.2573 2021-07-09 07:38:50,582 - mmaction - INFO - Epoch [87][1280/1879] lr: 7.464e-02, eta: 3 days, 9:37:31, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6500, loss_cls: 2.6911, loss: 2.6911, grad_norm: 2.2857 2021-07-09 07:39:07,929 - mmaction - INFO - Epoch [87][1300/1879] lr: 7.464e-02, eta: 3 days, 9:37:10, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6508, loss_cls: 2.6337, loss: 2.6337, grad_norm: 2.2562 2021-07-09 07:39:25,329 - mmaction - INFO - Epoch [87][1320/1879] lr: 7.464e-02, eta: 3 days, 9:36:50, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6414, loss_cls: 2.7083, loss: 2.7083, grad_norm: 2.3473 2021-07-09 07:39:42,835 - mmaction - INFO - Epoch [87][1340/1879] lr: 7.464e-02, eta: 3 days, 9:36:29, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6656, loss_cls: 2.5758, loss: 2.5758, grad_norm: 2.2828 2021-07-09 07:40:00,241 - mmaction - INFO - Epoch [87][1360/1879] lr: 7.464e-02, eta: 3 days, 9:36:09, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6551, loss_cls: 2.6590, loss: 2.6590, grad_norm: 2.3151 2021-07-09 07:40:17,717 - mmaction - INFO - Epoch [87][1380/1879] lr: 7.464e-02, eta: 3 days, 9:35:48, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6457, loss_cls: 2.6708, loss: 2.6708, grad_norm: 2.3607 2021-07-09 07:40:35,325 - mmaction - INFO - Epoch [87][1400/1879] lr: 7.464e-02, eta: 3 days, 9:35:28, time: 0.883, data_time: 0.005, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6578, loss_cls: 2.6817, loss: 2.6817, grad_norm: 2.3314 2021-07-09 07:40:52,761 - mmaction - INFO - Epoch [87][1420/1879] lr: 7.464e-02, eta: 3 days, 9:35:08, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6434, loss_cls: 2.7577, loss: 2.7577, grad_norm: 2.3722 2021-07-09 07:41:10,182 - mmaction - INFO - Epoch [87][1440/1879] lr: 7.464e-02, eta: 3 days, 9:34:47, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6438, loss_cls: 2.7001, loss: 2.7001, grad_norm: 2.3587 2021-07-09 07:41:27,606 - mmaction - INFO - Epoch [87][1460/1879] lr: 7.464e-02, eta: 3 days, 9:34:27, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6449, loss_cls: 2.6686, loss: 2.6686, grad_norm: 2.2790 2021-07-09 07:41:44,997 - mmaction - INFO - Epoch [87][1480/1879] lr: 7.464e-02, eta: 3 days, 9:34:06, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6684, loss_cls: 2.5861, loss: 2.5861, grad_norm: 2.3201 2021-07-09 07:42:02,497 - mmaction - INFO - Epoch [87][1500/1879] lr: 7.464e-02, eta: 3 days, 9:33:46, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6504, loss_cls: 2.6822, loss: 2.6822, grad_norm: 2.3039 2021-07-09 07:42:19,998 - mmaction - INFO - Epoch [87][1520/1879] lr: 7.464e-02, eta: 3 days, 9:33:25, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6465, loss_cls: 2.6835, loss: 2.6835, grad_norm: 2.3171 2021-07-09 07:42:37,472 - mmaction - INFO - Epoch [87][1540/1879] lr: 7.464e-02, eta: 3 days, 9:33:05, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6676, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.3016 2021-07-09 07:42:54,972 - mmaction - INFO - Epoch [87][1560/1879] lr: 7.464e-02, eta: 3 days, 9:32:44, time: 0.878, data_time: 0.007, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6590, loss_cls: 2.6719, loss: 2.6719, grad_norm: 2.3413 2021-07-09 07:43:12,468 - mmaction - INFO - Epoch [87][1580/1879] lr: 7.464e-02, eta: 3 days, 9:32:24, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6633, loss_cls: 2.6020, loss: 2.6020, grad_norm: 2.2815 2021-07-09 07:43:30,060 - mmaction - INFO - Epoch [87][1600/1879] lr: 7.464e-02, eta: 3 days, 9:32:04, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6566, loss_cls: 2.6436, loss: 2.6436, grad_norm: 2.3162 2021-07-09 07:43:47,456 - mmaction - INFO - Epoch [87][1620/1879] lr: 7.464e-02, eta: 3 days, 9:31:43, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6594, loss_cls: 2.6960, loss: 2.6960, grad_norm: 2.2913 2021-07-09 07:44:04,950 - mmaction - INFO - Epoch [87][1640/1879] lr: 7.464e-02, eta: 3 days, 9:31:23, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6648, loss_cls: 2.6261, loss: 2.6261, grad_norm: 2.2783 2021-07-09 07:44:22,394 - mmaction - INFO - Epoch [87][1660/1879] lr: 7.464e-02, eta: 3 days, 9:31:03, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6480, loss_cls: 2.7270, loss: 2.7270, grad_norm: 2.3442 2021-07-09 07:44:39,888 - mmaction - INFO - Epoch [87][1680/1879] lr: 7.464e-02, eta: 3 days, 9:30:42, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6574, loss_cls: 2.6820, loss: 2.6820, grad_norm: 2.3015 2021-07-09 07:44:57,358 - mmaction - INFO - Epoch [87][1700/1879] lr: 7.464e-02, eta: 3 days, 9:30:22, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6574, loss_cls: 2.6554, loss: 2.6554, grad_norm: 2.3054 2021-07-09 07:45:14,762 - mmaction - INFO - Epoch [87][1720/1879] lr: 7.464e-02, eta: 3 days, 9:30:01, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6633, loss_cls: 2.6259, loss: 2.6259, grad_norm: 2.2908 2021-07-09 07:45:32,367 - mmaction - INFO - Epoch [87][1740/1879] lr: 7.464e-02, eta: 3 days, 9:29:41, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6453, loss_cls: 2.6687, loss: 2.6687, grad_norm: 2.3467 2021-07-09 07:45:49,841 - mmaction - INFO - Epoch [87][1760/1879] lr: 7.464e-02, eta: 3 days, 9:29:21, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6426, loss_cls: 2.7433, loss: 2.7433, grad_norm: 2.3924 2021-07-09 07:46:07,406 - mmaction - INFO - Epoch [87][1780/1879] lr: 7.464e-02, eta: 3 days, 9:29:00, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6363, loss_cls: 2.7564, loss: 2.7564, grad_norm: 2.3363 2021-07-09 07:46:24,904 - mmaction - INFO - Epoch [87][1800/1879] lr: 7.464e-02, eta: 3 days, 9:28:40, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6520, loss_cls: 2.7294, loss: 2.7294, grad_norm: 2.3861 2021-07-09 07:46:42,446 - mmaction - INFO - Epoch [87][1820/1879] lr: 7.464e-02, eta: 3 days, 9:28:20, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6621, loss_cls: 2.6198, loss: 2.6198, grad_norm: 2.2923 2021-07-09 07:47:00,032 - mmaction - INFO - Epoch [87][1840/1879] lr: 7.464e-02, eta: 3 days, 9:28:00, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6668, loss_cls: 2.6595, loss: 2.6595, grad_norm: 2.3448 2021-07-09 07:47:17,509 - mmaction - INFO - Epoch [87][1860/1879] lr: 7.464e-02, eta: 3 days, 9:27:39, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6430, loss_cls: 2.7116, loss: 2.7116, grad_norm: 2.2898 2021-07-09 07:50:03,172 - mmaction - INFO - Epoch [88][20/1879] lr: 7.411e-02, eta: 3 days, 9:30:32, time: 7.175, data_time: 6.201, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6590, loss_cls: 2.6338, loss: 2.6338, grad_norm: 2.2621 2021-07-09 07:50:20,263 - mmaction - INFO - Epoch [88][40/1879] lr: 7.411e-02, eta: 3 days, 9:30:11, time: 0.855, data_time: 0.003, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6547, loss_cls: 2.6978, loss: 2.6978, grad_norm: 2.3423 2021-07-09 07:50:37,426 - mmaction - INFO - Epoch [88][60/1879] lr: 7.411e-02, eta: 3 days, 9:29:50, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6617, loss_cls: 2.6289, loss: 2.6289, grad_norm: 2.3462 2021-07-09 07:50:54,643 - mmaction - INFO - Epoch [88][80/1879] lr: 7.411e-02, eta: 3 days, 9:29:29, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6602, loss_cls: 2.6238, loss: 2.6238, grad_norm: 2.3405 2021-07-09 07:51:12,152 - mmaction - INFO - Epoch [88][100/1879] lr: 7.411e-02, eta: 3 days, 9:29:08, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6633, loss_cls: 2.6074, loss: 2.6074, grad_norm: 2.3275 2021-07-09 07:51:29,611 - mmaction - INFO - Epoch [88][120/1879] lr: 7.411e-02, eta: 3 days, 9:28:48, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6617, loss_cls: 2.5820, loss: 2.5820, grad_norm: 2.3517 2021-07-09 07:51:46,898 - mmaction - INFO - Epoch [88][140/1879] lr: 7.411e-02, eta: 3 days, 9:28:27, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6504, loss_cls: 2.6713, loss: 2.6713, grad_norm: 2.3882 2021-07-09 07:52:04,387 - mmaction - INFO - Epoch [88][160/1879] lr: 7.411e-02, eta: 3 days, 9:28:07, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6633, loss_cls: 2.5851, loss: 2.5851, grad_norm: 2.2648 2021-07-09 07:52:21,866 - mmaction - INFO - Epoch [88][180/1879] lr: 7.411e-02, eta: 3 days, 9:27:46, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6508, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.3204 2021-07-09 07:52:39,190 - mmaction - INFO - Epoch [88][200/1879] lr: 7.411e-02, eta: 3 days, 9:27:26, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6680, loss_cls: 2.5772, loss: 2.5772, grad_norm: 2.3184 2021-07-09 07:52:56,639 - mmaction - INFO - Epoch [88][220/1879] lr: 7.411e-02, eta: 3 days, 9:27:05, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6422, loss_cls: 2.7155, loss: 2.7155, grad_norm: 2.3803 2021-07-09 07:53:14,026 - mmaction - INFO - Epoch [88][240/1879] lr: 7.411e-02, eta: 3 days, 9:26:44, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6695, loss_cls: 2.5927, loss: 2.5927, grad_norm: 2.2869 2021-07-09 07:53:31,400 - mmaction - INFO - Epoch [88][260/1879] lr: 7.411e-02, eta: 3 days, 9:26:24, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6570, loss_cls: 2.6405, loss: 2.6405, grad_norm: 2.2634 2021-07-09 07:53:48,841 - mmaction - INFO - Epoch [88][280/1879] lr: 7.411e-02, eta: 3 days, 9:26:03, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6641, loss_cls: 2.5768, loss: 2.5768, grad_norm: 2.2612 2021-07-09 07:54:06,386 - mmaction - INFO - Epoch [88][300/1879] lr: 7.411e-02, eta: 3 days, 9:25:43, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6504, loss_cls: 2.7220, loss: 2.7220, grad_norm: 2.3611 2021-07-09 07:54:23,858 - mmaction - INFO - Epoch [88][320/1879] lr: 7.411e-02, eta: 3 days, 9:25:23, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6477, loss_cls: 2.7006, loss: 2.7006, grad_norm: 2.3079 2021-07-09 07:54:41,256 - mmaction - INFO - Epoch [88][340/1879] lr: 7.411e-02, eta: 3 days, 9:25:02, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6691, loss_cls: 2.6091, loss: 2.6091, grad_norm: 2.2857 2021-07-09 07:54:58,777 - mmaction - INFO - Epoch [88][360/1879] lr: 7.411e-02, eta: 3 days, 9:24:42, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6770, loss_cls: 2.5793, loss: 2.5793, grad_norm: 2.3296 2021-07-09 07:55:16,259 - mmaction - INFO - Epoch [88][380/1879] lr: 7.411e-02, eta: 3 days, 9:24:21, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6555, loss_cls: 2.6344, loss: 2.6344, grad_norm: 2.2807 2021-07-09 07:55:33,706 - mmaction - INFO - Epoch [88][400/1879] lr: 7.411e-02, eta: 3 days, 9:24:01, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6590, loss_cls: 2.5954, loss: 2.5954, grad_norm: 2.2820 2021-07-09 07:55:51,085 - mmaction - INFO - Epoch [88][420/1879] lr: 7.411e-02, eta: 3 days, 9:23:40, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6465, loss_cls: 2.7474, loss: 2.7474, grad_norm: 2.3650 2021-07-09 07:56:08,788 - mmaction - INFO - Epoch [88][440/1879] lr: 7.411e-02, eta: 3 days, 9:23:20, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6535, loss_cls: 2.6949, loss: 2.6949, grad_norm: 2.2835 2021-07-09 07:56:26,339 - mmaction - INFO - Epoch [88][460/1879] lr: 7.411e-02, eta: 3 days, 9:23:00, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6445, loss_cls: 2.6862, loss: 2.6862, grad_norm: 2.3505 2021-07-09 07:56:43,868 - mmaction - INFO - Epoch [88][480/1879] lr: 7.411e-02, eta: 3 days, 9:22:40, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6535, loss_cls: 2.6548, loss: 2.6548, grad_norm: 2.3096 2021-07-09 07:57:01,199 - mmaction - INFO - Epoch [88][500/1879] lr: 7.411e-02, eta: 3 days, 9:22:19, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6648, loss_cls: 2.6181, loss: 2.6181, grad_norm: 2.3057 2021-07-09 07:57:18,578 - mmaction - INFO - Epoch [88][520/1879] lr: 7.411e-02, eta: 3 days, 9:21:58, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6508, loss_cls: 2.6454, loss: 2.6454, grad_norm: 2.2659 2021-07-09 07:57:36,011 - mmaction - INFO - Epoch [88][540/1879] lr: 7.411e-02, eta: 3 days, 9:21:38, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6559, loss_cls: 2.6323, loss: 2.6323, grad_norm: 2.2574 2021-07-09 07:57:53,545 - mmaction - INFO - Epoch [88][560/1879] lr: 7.411e-02, eta: 3 days, 9:21:18, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6590, loss_cls: 2.6802, loss: 2.6802, grad_norm: 2.3296 2021-07-09 07:58:10,820 - mmaction - INFO - Epoch [88][580/1879] lr: 7.411e-02, eta: 3 days, 9:20:57, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6641, loss_cls: 2.6461, loss: 2.6461, grad_norm: 2.3485 2021-07-09 07:58:28,351 - mmaction - INFO - Epoch [88][600/1879] lr: 7.411e-02, eta: 3 days, 9:20:36, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6492, loss_cls: 2.6857, loss: 2.6857, grad_norm: 2.3590 2021-07-09 07:58:45,807 - mmaction - INFO - Epoch [88][620/1879] lr: 7.411e-02, eta: 3 days, 9:20:16, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6711, loss_cls: 2.5708, loss: 2.5708, grad_norm: 2.2774 2021-07-09 07:59:03,206 - mmaction - INFO - Epoch [88][640/1879] lr: 7.411e-02, eta: 3 days, 9:19:55, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6500, loss_cls: 2.6950, loss: 2.6950, grad_norm: 2.3203 2021-07-09 07:59:20,740 - mmaction - INFO - Epoch [88][660/1879] lr: 7.411e-02, eta: 3 days, 9:19:35, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6590, loss_cls: 2.6853, loss: 2.6853, grad_norm: 2.3444 2021-07-09 07:59:38,132 - mmaction - INFO - Epoch [88][680/1879] lr: 7.411e-02, eta: 3 days, 9:19:15, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6566, loss_cls: 2.6570, loss: 2.6570, grad_norm: 2.3134 2021-07-09 07:59:55,694 - mmaction - INFO - Epoch [88][700/1879] lr: 7.411e-02, eta: 3 days, 9:18:54, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6508, loss_cls: 2.6993, loss: 2.6993, grad_norm: 2.3504 2021-07-09 08:00:13,246 - mmaction - INFO - Epoch [88][720/1879] lr: 7.411e-02, eta: 3 days, 9:18:34, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6535, loss_cls: 2.6558, loss: 2.6558, grad_norm: 2.2948 2021-07-09 08:00:30,645 - mmaction - INFO - Epoch [88][740/1879] lr: 7.411e-02, eta: 3 days, 9:18:14, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6543, loss_cls: 2.6739, loss: 2.6739, grad_norm: 2.3237 2021-07-09 08:00:48,131 - mmaction - INFO - Epoch [88][760/1879] lr: 7.411e-02, eta: 3 days, 9:17:53, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6500, loss_cls: 2.6747, loss: 2.6747, grad_norm: 2.3075 2021-07-09 08:01:05,580 - mmaction - INFO - Epoch [88][780/1879] lr: 7.411e-02, eta: 3 days, 9:17:33, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6668, loss_cls: 2.6239, loss: 2.6239, grad_norm: 2.2953 2021-07-09 08:01:23,108 - mmaction - INFO - Epoch [88][800/1879] lr: 7.411e-02, eta: 3 days, 9:17:12, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6598, loss_cls: 2.6328, loss: 2.6328, grad_norm: 2.3340 2021-07-09 08:01:40,497 - mmaction - INFO - Epoch [88][820/1879] lr: 7.411e-02, eta: 3 days, 9:16:52, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6336, loss_cls: 2.7598, loss: 2.7598, grad_norm: 2.3071 2021-07-09 08:01:58,040 - mmaction - INFO - Epoch [88][840/1879] lr: 7.411e-02, eta: 3 days, 9:16:31, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6617, loss_cls: 2.6435, loss: 2.6435, grad_norm: 2.3263 2021-07-09 08:02:15,643 - mmaction - INFO - Epoch [88][860/1879] lr: 7.411e-02, eta: 3 days, 9:16:11, time: 0.880, data_time: 0.008, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6488, loss_cls: 2.6243, loss: 2.6243, grad_norm: 2.2884 2021-07-09 08:02:33,026 - mmaction - INFO - Epoch [88][880/1879] lr: 7.411e-02, eta: 3 days, 9:15:51, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6438, loss_cls: 2.7024, loss: 2.7024, grad_norm: 2.3563 2021-07-09 08:02:50,487 - mmaction - INFO - Epoch [88][900/1879] lr: 7.411e-02, eta: 3 days, 9:15:30, time: 0.873, data_time: 0.008, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6582, loss_cls: 2.6347, loss: 2.6347, grad_norm: 2.3717 2021-07-09 08:03:07,860 - mmaction - INFO - Epoch [88][920/1879] lr: 7.411e-02, eta: 3 days, 9:15:10, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6422, loss_cls: 2.7130, loss: 2.7130, grad_norm: 2.3396 2021-07-09 08:03:25,391 - mmaction - INFO - Epoch [88][940/1879] lr: 7.411e-02, eta: 3 days, 9:14:49, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6582, loss_cls: 2.6401, loss: 2.6401, grad_norm: 2.3136 2021-07-09 08:03:42,820 - mmaction - INFO - Epoch [88][960/1879] lr: 7.411e-02, eta: 3 days, 9:14:29, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6594, loss_cls: 2.6664, loss: 2.6664, grad_norm: 2.3052 2021-07-09 08:04:00,181 - mmaction - INFO - Epoch [88][980/1879] lr: 7.411e-02, eta: 3 days, 9:14:08, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6625, loss_cls: 2.6226, loss: 2.6226, grad_norm: 2.3107 2021-07-09 08:04:17,600 - mmaction - INFO - Epoch [88][1000/1879] lr: 7.411e-02, eta: 3 days, 9:13:48, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6441, loss_cls: 2.6971, loss: 2.6971, grad_norm: 2.3689 2021-07-09 08:04:35,010 - mmaction - INFO - Epoch [88][1020/1879] lr: 7.411e-02, eta: 3 days, 9:13:27, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6426, loss_cls: 2.7490, loss: 2.7490, grad_norm: 2.3172 2021-07-09 08:04:52,477 - mmaction - INFO - Epoch [88][1040/1879] lr: 7.411e-02, eta: 3 days, 9:13:07, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6625, loss_cls: 2.6589, loss: 2.6589, grad_norm: 2.3209 2021-07-09 08:05:10,070 - mmaction - INFO - Epoch [88][1060/1879] lr: 7.411e-02, eta: 3 days, 9:12:47, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6562, loss_cls: 2.6334, loss: 2.6334, grad_norm: 2.3465 2021-07-09 08:05:27,491 - mmaction - INFO - Epoch [88][1080/1879] lr: 7.411e-02, eta: 3 days, 9:12:26, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6465, loss_cls: 2.6679, loss: 2.6679, grad_norm: 2.3542 2021-07-09 08:05:44,964 - mmaction - INFO - Epoch [88][1100/1879] lr: 7.411e-02, eta: 3 days, 9:12:06, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6492, loss_cls: 2.7066, loss: 2.7066, grad_norm: 2.2816 2021-07-09 08:06:02,404 - mmaction - INFO - Epoch [88][1120/1879] lr: 7.411e-02, eta: 3 days, 9:11:45, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6461, loss_cls: 2.7163, loss: 2.7163, grad_norm: 2.3073 2021-07-09 08:06:19,901 - mmaction - INFO - Epoch [88][1140/1879] lr: 7.411e-02, eta: 3 days, 9:11:25, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6637, loss_cls: 2.6426, loss: 2.6426, grad_norm: 2.3175 2021-07-09 08:06:37,332 - mmaction - INFO - Epoch [88][1160/1879] lr: 7.411e-02, eta: 3 days, 9:11:04, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6703, loss_cls: 2.6203, loss: 2.6203, grad_norm: 2.3013 2021-07-09 08:06:54,861 - mmaction - INFO - Epoch [88][1180/1879] lr: 7.411e-02, eta: 3 days, 9:10:44, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6539, loss_cls: 2.6505, loss: 2.6505, grad_norm: 2.2731 2021-07-09 08:07:12,268 - mmaction - INFO - Epoch [88][1200/1879] lr: 7.411e-02, eta: 3 days, 9:10:24, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6750, loss_cls: 2.5482, loss: 2.5482, grad_norm: 2.2837 2021-07-09 08:07:29,741 - mmaction - INFO - Epoch [88][1220/1879] lr: 7.411e-02, eta: 3 days, 9:10:03, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6629, loss_cls: 2.6186, loss: 2.6186, grad_norm: 2.3192 2021-07-09 08:07:47,140 - mmaction - INFO - Epoch [88][1240/1879] lr: 7.411e-02, eta: 3 days, 9:09:43, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6445, loss_cls: 2.6901, loss: 2.6901, grad_norm: 2.3304 2021-07-09 08:08:04,585 - mmaction - INFO - Epoch [88][1260/1879] lr: 7.411e-02, eta: 3 days, 9:09:22, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6473, loss_cls: 2.7382, loss: 2.7382, grad_norm: 2.3435 2021-07-09 08:08:22,055 - mmaction - INFO - Epoch [88][1280/1879] lr: 7.411e-02, eta: 3 days, 9:09:02, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6375, loss_cls: 2.7379, loss: 2.7379, grad_norm: 2.2603 2021-07-09 08:08:39,513 - mmaction - INFO - Epoch [88][1300/1879] lr: 7.411e-02, eta: 3 days, 9:08:41, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6566, loss_cls: 2.6531, loss: 2.6531, grad_norm: 2.3101 2021-07-09 08:08:56,965 - mmaction - INFO - Epoch [88][1320/1879] lr: 7.411e-02, eta: 3 days, 9:08:21, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6387, loss_cls: 2.7762, loss: 2.7762, grad_norm: 2.3089 2021-07-09 08:09:14,524 - mmaction - INFO - Epoch [88][1340/1879] lr: 7.411e-02, eta: 3 days, 9:08:01, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6508, loss_cls: 2.6621, loss: 2.6621, grad_norm: 2.2988 2021-07-09 08:09:31,861 - mmaction - INFO - Epoch [88][1360/1879] lr: 7.411e-02, eta: 3 days, 9:07:40, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6484, loss_cls: 2.6856, loss: 2.6856, grad_norm: 2.2756 2021-07-09 08:09:49,324 - mmaction - INFO - Epoch [88][1380/1879] lr: 7.411e-02, eta: 3 days, 9:07:20, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6504, loss_cls: 2.7047, loss: 2.7047, grad_norm: 2.2975 2021-07-09 08:10:06,926 - mmaction - INFO - Epoch [88][1400/1879] lr: 7.411e-02, eta: 3 days, 9:06:59, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6398, loss_cls: 2.6868, loss: 2.6868, grad_norm: 2.2928 2021-07-09 08:10:24,318 - mmaction - INFO - Epoch [88][1420/1879] lr: 7.411e-02, eta: 3 days, 9:06:39, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6469, loss_cls: 2.7074, loss: 2.7074, grad_norm: 2.3813 2021-07-09 08:10:41,864 - mmaction - INFO - Epoch [88][1440/1879] lr: 7.411e-02, eta: 3 days, 9:06:19, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6496, loss_cls: 2.6832, loss: 2.6832, grad_norm: 2.3280 2021-07-09 08:10:59,225 - mmaction - INFO - Epoch [88][1460/1879] lr: 7.411e-02, eta: 3 days, 9:05:58, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6645, loss_cls: 2.6334, loss: 2.6334, grad_norm: 2.3323 2021-07-09 08:11:16,706 - mmaction - INFO - Epoch [88][1480/1879] lr: 7.411e-02, eta: 3 days, 9:05:38, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6531, loss_cls: 2.6796, loss: 2.6796, grad_norm: 2.3563 2021-07-09 08:11:34,238 - mmaction - INFO - Epoch [88][1500/1879] lr: 7.411e-02, eta: 3 days, 9:05:17, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6430, loss_cls: 2.7205, loss: 2.7205, grad_norm: 2.2435 2021-07-09 08:11:51,782 - mmaction - INFO - Epoch [88][1520/1879] lr: 7.411e-02, eta: 3 days, 9:04:57, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6602, loss_cls: 2.6777, loss: 2.6777, grad_norm: 2.3025 2021-07-09 08:12:09,142 - mmaction - INFO - Epoch [88][1540/1879] lr: 7.411e-02, eta: 3 days, 9:04:37, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6637, loss_cls: 2.6479, loss: 2.6479, grad_norm: 2.3203 2021-07-09 08:12:26,594 - mmaction - INFO - Epoch [88][1560/1879] lr: 7.411e-02, eta: 3 days, 9:04:16, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6566, loss_cls: 2.6745, loss: 2.6745, grad_norm: 2.3389 2021-07-09 08:12:44,054 - mmaction - INFO - Epoch [88][1580/1879] lr: 7.411e-02, eta: 3 days, 9:03:56, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6633, loss_cls: 2.5969, loss: 2.5969, grad_norm: 2.3428 2021-07-09 08:13:01,450 - mmaction - INFO - Epoch [88][1600/1879] lr: 7.411e-02, eta: 3 days, 9:03:35, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6605, loss_cls: 2.6683, loss: 2.6683, grad_norm: 2.3432 2021-07-09 08:13:18,977 - mmaction - INFO - Epoch [88][1620/1879] lr: 7.411e-02, eta: 3 days, 9:03:15, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6500, loss_cls: 2.6578, loss: 2.6578, grad_norm: 2.3250 2021-07-09 08:13:36,483 - mmaction - INFO - Epoch [88][1640/1879] lr: 7.411e-02, eta: 3 days, 9:02:55, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6594, loss_cls: 2.6246, loss: 2.6246, grad_norm: 2.3293 2021-07-09 08:13:53,927 - mmaction - INFO - Epoch [88][1660/1879] lr: 7.411e-02, eta: 3 days, 9:02:34, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6512, loss_cls: 2.6699, loss: 2.6699, grad_norm: 2.3285 2021-07-09 08:14:11,410 - mmaction - INFO - Epoch [88][1680/1879] lr: 7.411e-02, eta: 3 days, 9:02:14, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6605, loss_cls: 2.6573, loss: 2.6573, grad_norm: 2.3305 2021-07-09 08:14:28,888 - mmaction - INFO - Epoch [88][1700/1879] lr: 7.411e-02, eta: 3 days, 9:01:53, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6676, loss_cls: 2.6281, loss: 2.6281, grad_norm: 2.3217 2021-07-09 08:14:46,343 - mmaction - INFO - Epoch [88][1720/1879] lr: 7.411e-02, eta: 3 days, 9:01:33, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6723, loss_cls: 2.5646, loss: 2.5646, grad_norm: 2.3043 2021-07-09 08:15:03,759 - mmaction - INFO - Epoch [88][1740/1879] lr: 7.411e-02, eta: 3 days, 9:01:12, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6500, loss_cls: 2.7061, loss: 2.7061, grad_norm: 2.3355 2021-07-09 08:15:21,128 - mmaction - INFO - Epoch [88][1760/1879] lr: 7.411e-02, eta: 3 days, 9:00:52, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6512, loss_cls: 2.6864, loss: 2.6864, grad_norm: 2.3347 2021-07-09 08:15:38,589 - mmaction - INFO - Epoch [88][1780/1879] lr: 7.411e-02, eta: 3 days, 9:00:31, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6598, loss_cls: 2.6444, loss: 2.6444, grad_norm: 2.3318 2021-07-09 08:15:55,962 - mmaction - INFO - Epoch [88][1800/1879] lr: 7.411e-02, eta: 3 days, 9:00:11, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6402, loss_cls: 2.7113, loss: 2.7113, grad_norm: 2.3158 2021-07-09 08:16:13,486 - mmaction - INFO - Epoch [88][1820/1879] lr: 7.411e-02, eta: 3 days, 8:59:51, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6586, loss_cls: 2.6442, loss: 2.6442, grad_norm: 2.2653 2021-07-09 08:16:30,996 - mmaction - INFO - Epoch [88][1840/1879] lr: 7.411e-02, eta: 3 days, 8:59:30, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6629, loss_cls: 2.6749, loss: 2.6749, grad_norm: 2.3495 2021-07-09 08:16:48,539 - mmaction - INFO - Epoch [88][1860/1879] lr: 7.411e-02, eta: 3 days, 8:59:10, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6676, loss_cls: 2.5738, loss: 2.5738, grad_norm: 2.3063 2021-07-09 08:17:15,391 - mmaction - INFO - Saving checkpoint at 88 epochs 2021-07-09 08:19:30,666 - mmaction - INFO - Epoch [89][20/1879] lr: 7.357e-02, eta: 3 days, 9:01:42, time: 6.734, data_time: 5.788, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6699, loss_cls: 2.6393, loss: 2.6393, grad_norm: 2.3933 2021-07-09 08:19:47,677 - mmaction - INFO - Epoch [89][40/1879] lr: 7.357e-02, eta: 3 days, 9:01:21, time: 0.852, data_time: 0.007, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6414, loss_cls: 2.7134, loss: 2.7134, grad_norm: 2.3295 2021-07-09 08:20:04,954 - mmaction - INFO - Epoch [89][60/1879] lr: 7.357e-02, eta: 3 days, 9:01:00, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6488, loss_cls: 2.6785, loss: 2.6785, grad_norm: 2.3014 2021-07-09 08:20:22,221 - mmaction - INFO - Epoch [89][80/1879] lr: 7.357e-02, eta: 3 days, 9:00:40, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6566, loss_cls: 2.6535, loss: 2.6535, grad_norm: 2.2952 2021-07-09 08:20:39,681 - mmaction - INFO - Epoch [89][100/1879] lr: 7.357e-02, eta: 3 days, 9:00:19, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6535, loss_cls: 2.6244, loss: 2.6244, grad_norm: 2.2769 2021-07-09 08:20:57,108 - mmaction - INFO - Epoch [89][120/1879] lr: 7.357e-02, eta: 3 days, 8:59:59, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6527, loss_cls: 2.6254, loss: 2.6254, grad_norm: 2.3812 2021-07-09 08:21:14,502 - mmaction - INFO - Epoch [89][140/1879] lr: 7.357e-02, eta: 3 days, 8:59:38, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6473, loss_cls: 2.6697, loss: 2.6697, grad_norm: 2.3591 2021-07-09 08:21:31,929 - mmaction - INFO - Epoch [89][160/1879] lr: 7.357e-02, eta: 3 days, 8:59:18, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6508, loss_cls: 2.6828, loss: 2.6828, grad_norm: 2.3300 2021-07-09 08:21:49,409 - mmaction - INFO - Epoch [89][180/1879] lr: 7.357e-02, eta: 3 days, 8:58:57, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6645, loss_cls: 2.6466, loss: 2.6466, grad_norm: 2.2948 2021-07-09 08:22:06,853 - mmaction - INFO - Epoch [89][200/1879] lr: 7.357e-02, eta: 3 days, 8:58:37, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6719, loss_cls: 2.5952, loss: 2.5952, grad_norm: 2.3148 2021-07-09 08:22:24,252 - mmaction - INFO - Epoch [89][220/1879] lr: 7.357e-02, eta: 3 days, 8:58:16, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6512, loss_cls: 2.6942, loss: 2.6942, grad_norm: 2.3499 2021-07-09 08:22:41,672 - mmaction - INFO - Epoch [89][240/1879] lr: 7.357e-02, eta: 3 days, 8:57:56, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6641, loss_cls: 2.6234, loss: 2.6234, grad_norm: 2.3176 2021-07-09 08:22:59,126 - mmaction - INFO - Epoch [89][260/1879] lr: 7.357e-02, eta: 3 days, 8:57:35, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6668, loss_cls: 2.6089, loss: 2.6089, grad_norm: 2.3274 2021-07-09 08:23:16,764 - mmaction - INFO - Epoch [89][280/1879] lr: 7.357e-02, eta: 3 days, 8:57:15, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6531, loss_cls: 2.7017, loss: 2.7017, grad_norm: 2.3341 2021-07-09 08:23:34,097 - mmaction - INFO - Epoch [89][300/1879] lr: 7.357e-02, eta: 3 days, 8:56:54, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6797, loss_cls: 2.5907, loss: 2.5907, grad_norm: 2.3241 2021-07-09 08:23:51,480 - mmaction - INFO - Epoch [89][320/1879] lr: 7.357e-02, eta: 3 days, 8:56:34, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6398, loss_cls: 2.6886, loss: 2.6886, grad_norm: 2.3397 2021-07-09 08:24:09,028 - mmaction - INFO - Epoch [89][340/1879] lr: 7.357e-02, eta: 3 days, 8:56:14, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6664, loss_cls: 2.6040, loss: 2.6040, grad_norm: 2.3182 2021-07-09 08:24:26,404 - mmaction - INFO - Epoch [89][360/1879] lr: 7.357e-02, eta: 3 days, 8:55:53, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6598, loss_cls: 2.6112, loss: 2.6112, grad_norm: 2.3075 2021-07-09 08:24:43,924 - mmaction - INFO - Epoch [89][380/1879] lr: 7.357e-02, eta: 3 days, 8:55:33, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6738, loss_cls: 2.5409, loss: 2.5409, grad_norm: 2.2970 2021-07-09 08:25:01,333 - mmaction - INFO - Epoch [89][400/1879] lr: 7.357e-02, eta: 3 days, 8:55:12, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6777, loss_cls: 2.5077, loss: 2.5077, grad_norm: 2.2786 2021-07-09 08:25:18,939 - mmaction - INFO - Epoch [89][420/1879] lr: 7.357e-02, eta: 3 days, 8:54:52, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6480, loss_cls: 2.6807, loss: 2.6807, grad_norm: 2.3453 2021-07-09 08:25:36,371 - mmaction - INFO - Epoch [89][440/1879] lr: 7.357e-02, eta: 3 days, 8:54:32, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6492, loss_cls: 2.6832, loss: 2.6832, grad_norm: 2.3877 2021-07-09 08:25:53,835 - mmaction - INFO - Epoch [89][460/1879] lr: 7.357e-02, eta: 3 days, 8:54:11, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6523, loss_cls: 2.6557, loss: 2.6557, grad_norm: 2.3312 2021-07-09 08:26:11,386 - mmaction - INFO - Epoch [89][480/1879] lr: 7.357e-02, eta: 3 days, 8:53:51, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6629, loss_cls: 2.6259, loss: 2.6259, grad_norm: 2.3299 2021-07-09 08:26:28,981 - mmaction - INFO - Epoch [89][500/1879] lr: 7.357e-02, eta: 3 days, 8:53:31, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6473, loss_cls: 2.6934, loss: 2.6934, grad_norm: 2.3450 2021-07-09 08:26:46,472 - mmaction - INFO - Epoch [89][520/1879] lr: 7.357e-02, eta: 3 days, 8:53:10, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6586, loss_cls: 2.6830, loss: 2.6830, grad_norm: 2.3253 2021-07-09 08:27:03,925 - mmaction - INFO - Epoch [89][540/1879] lr: 7.357e-02, eta: 3 days, 8:52:50, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6492, loss_cls: 2.6726, loss: 2.6726, grad_norm: 2.3177 2021-07-09 08:27:21,292 - mmaction - INFO - Epoch [89][560/1879] lr: 7.357e-02, eta: 3 days, 8:52:30, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6535, loss_cls: 2.6763, loss: 2.6763, grad_norm: 2.3569 2021-07-09 08:27:38,668 - mmaction - INFO - Epoch [89][580/1879] lr: 7.357e-02, eta: 3 days, 8:52:09, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6629, loss_cls: 2.6237, loss: 2.6237, grad_norm: 2.3290 2021-07-09 08:27:56,062 - mmaction - INFO - Epoch [89][600/1879] lr: 7.357e-02, eta: 3 days, 8:51:48, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6547, loss_cls: 2.6692, loss: 2.6692, grad_norm: 2.3257 2021-07-09 08:28:13,572 - mmaction - INFO - Epoch [89][620/1879] lr: 7.357e-02, eta: 3 days, 8:51:28, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6574, loss_cls: 2.6439, loss: 2.6439, grad_norm: 2.3020 2021-07-09 08:28:31,049 - mmaction - INFO - Epoch [89][640/1879] lr: 7.357e-02, eta: 3 days, 8:51:08, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6508, loss_cls: 2.6990, loss: 2.6990, grad_norm: 2.3388 2021-07-09 08:28:48,512 - mmaction - INFO - Epoch [89][660/1879] lr: 7.357e-02, eta: 3 days, 8:50:47, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6438, loss_cls: 2.7010, loss: 2.7010, grad_norm: 2.3247 2021-07-09 08:29:06,020 - mmaction - INFO - Epoch [89][680/1879] lr: 7.357e-02, eta: 3 days, 8:50:27, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6641, loss_cls: 2.6309, loss: 2.6309, grad_norm: 2.2677 2021-07-09 08:29:23,474 - mmaction - INFO - Epoch [89][700/1879] lr: 7.357e-02, eta: 3 days, 8:50:07, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6730, loss_cls: 2.6052, loss: 2.6052, grad_norm: 2.3209 2021-07-09 08:29:40,910 - mmaction - INFO - Epoch [89][720/1879] lr: 7.357e-02, eta: 3 days, 8:49:46, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6668, loss_cls: 2.6048, loss: 2.6048, grad_norm: 2.3742 2021-07-09 08:29:58,332 - mmaction - INFO - Epoch [89][740/1879] lr: 7.357e-02, eta: 3 days, 8:49:26, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6633, loss_cls: 2.6041, loss: 2.6041, grad_norm: 2.2936 2021-07-09 08:30:15,798 - mmaction - INFO - Epoch [89][760/1879] lr: 7.357e-02, eta: 3 days, 8:49:05, time: 0.870, data_time: 0.007, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6516, loss_cls: 2.6452, loss: 2.6452, grad_norm: 2.3339 2021-07-09 08:30:33,323 - mmaction - INFO - Epoch [89][780/1879] lr: 7.357e-02, eta: 3 days, 8:48:45, time: 0.878, data_time: 0.007, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6461, loss_cls: 2.6918, loss: 2.6918, grad_norm: 2.3320 2021-07-09 08:30:50,737 - mmaction - INFO - Epoch [89][800/1879] lr: 7.357e-02, eta: 3 days, 8:48:24, time: 0.871, data_time: 0.007, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6547, loss_cls: 2.6901, loss: 2.6901, grad_norm: 2.2924 2021-07-09 08:31:08,308 - mmaction - INFO - Epoch [89][820/1879] lr: 7.357e-02, eta: 3 days, 8:48:04, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6543, loss_cls: 2.6340, loss: 2.6340, grad_norm: 2.3362 2021-07-09 08:31:25,850 - mmaction - INFO - Epoch [89][840/1879] lr: 7.357e-02, eta: 3 days, 8:47:44, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6465, loss_cls: 2.6618, loss: 2.6618, grad_norm: 2.3320 2021-07-09 08:31:43,271 - mmaction - INFO - Epoch [89][860/1879] lr: 7.357e-02, eta: 3 days, 8:47:24, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6461, loss_cls: 2.6679, loss: 2.6679, grad_norm: 2.3323 2021-07-09 08:32:00,747 - mmaction - INFO - Epoch [89][880/1879] lr: 7.357e-02, eta: 3 days, 8:47:03, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6539, loss_cls: 2.6495, loss: 2.6495, grad_norm: 2.3261 2021-07-09 08:32:18,221 - mmaction - INFO - Epoch [89][900/1879] lr: 7.357e-02, eta: 3 days, 8:46:43, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6699, loss_cls: 2.6310, loss: 2.6310, grad_norm: 2.3201 2021-07-09 08:32:35,608 - mmaction - INFO - Epoch [89][920/1879] lr: 7.357e-02, eta: 3 days, 8:46:22, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6754, loss_cls: 2.5934, loss: 2.5934, grad_norm: 2.3559 2021-07-09 08:32:53,153 - mmaction - INFO - Epoch [89][940/1879] lr: 7.357e-02, eta: 3 days, 8:46:02, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3848, top5_acc: 0.6480, loss_cls: 2.7156, loss: 2.7156, grad_norm: 2.3708 2021-07-09 08:33:10,621 - mmaction - INFO - Epoch [89][960/1879] lr: 7.357e-02, eta: 3 days, 8:45:42, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6520, loss_cls: 2.6780, loss: 2.6780, grad_norm: 2.3806 2021-07-09 08:33:27,923 - mmaction - INFO - Epoch [89][980/1879] lr: 7.357e-02, eta: 3 days, 8:45:21, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6520, loss_cls: 2.6310, loss: 2.6310, grad_norm: 2.3234 2021-07-09 08:33:45,322 - mmaction - INFO - Epoch [89][1000/1879] lr: 7.357e-02, eta: 3 days, 8:45:00, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6602, loss_cls: 2.6356, loss: 2.6356, grad_norm: 2.3047 2021-07-09 08:34:02,826 - mmaction - INFO - Epoch [89][1020/1879] lr: 7.357e-02, eta: 3 days, 8:44:40, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6699, loss_cls: 2.6129, loss: 2.6129, grad_norm: 2.3417 2021-07-09 08:34:20,241 - mmaction - INFO - Epoch [89][1040/1879] lr: 7.357e-02, eta: 3 days, 8:44:20, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6582, loss_cls: 2.6757, loss: 2.6757, grad_norm: 2.3621 2021-07-09 08:34:37,629 - mmaction - INFO - Epoch [89][1060/1879] lr: 7.357e-02, eta: 3 days, 8:43:59, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6523, loss_cls: 2.6450, loss: 2.6450, grad_norm: 2.3470 2021-07-09 08:34:55,077 - mmaction - INFO - Epoch [89][1080/1879] lr: 7.357e-02, eta: 3 days, 8:43:39, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6492, loss_cls: 2.6709, loss: 2.6709, grad_norm: 2.3091 2021-07-09 08:35:12,598 - mmaction - INFO - Epoch [89][1100/1879] lr: 7.357e-02, eta: 3 days, 8:43:18, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6836, loss_cls: 2.5323, loss: 2.5323, grad_norm: 2.3127 2021-07-09 08:35:30,101 - mmaction - INFO - Epoch [89][1120/1879] lr: 7.357e-02, eta: 3 days, 8:42:58, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6695, loss_cls: 2.6294, loss: 2.6294, grad_norm: 2.3289 2021-07-09 08:35:47,523 - mmaction - INFO - Epoch [89][1140/1879] lr: 7.357e-02, eta: 3 days, 8:42:38, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6500, loss_cls: 2.7018, loss: 2.7018, grad_norm: 2.4056 2021-07-09 08:36:05,063 - mmaction - INFO - Epoch [89][1160/1879] lr: 7.357e-02, eta: 3 days, 8:42:17, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6695, loss_cls: 2.5866, loss: 2.5866, grad_norm: 2.3384 2021-07-09 08:36:22,427 - mmaction - INFO - Epoch [89][1180/1879] lr: 7.357e-02, eta: 3 days, 8:41:57, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6422, loss_cls: 2.6918, loss: 2.6918, grad_norm: 2.3398 2021-07-09 08:36:39,790 - mmaction - INFO - Epoch [89][1200/1879] lr: 7.357e-02, eta: 3 days, 8:41:36, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6602, loss_cls: 2.6146, loss: 2.6146, grad_norm: 2.3112 2021-07-09 08:36:57,241 - mmaction - INFO - Epoch [89][1220/1879] lr: 7.357e-02, eta: 3 days, 8:41:16, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6500, loss_cls: 2.6860, loss: 2.6860, grad_norm: 2.3170 2021-07-09 08:37:14,717 - mmaction - INFO - Epoch [89][1240/1879] lr: 7.357e-02, eta: 3 days, 8:40:55, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3871, top5_acc: 0.6359, loss_cls: 2.7294, loss: 2.7294, grad_norm: 2.3542 2021-07-09 08:37:32,226 - mmaction - INFO - Epoch [89][1260/1879] lr: 7.357e-02, eta: 3 days, 8:40:35, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6539, loss_cls: 2.7385, loss: 2.7385, grad_norm: 2.3846 2021-07-09 08:37:49,731 - mmaction - INFO - Epoch [89][1280/1879] lr: 7.357e-02, eta: 3 days, 8:40:15, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6629, loss_cls: 2.6301, loss: 2.6301, grad_norm: 2.3476 2021-07-09 08:38:07,083 - mmaction - INFO - Epoch [89][1300/1879] lr: 7.357e-02, eta: 3 days, 8:39:54, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6641, loss_cls: 2.5961, loss: 2.5961, grad_norm: 2.3299 2021-07-09 08:38:24,541 - mmaction - INFO - Epoch [89][1320/1879] lr: 7.357e-02, eta: 3 days, 8:39:34, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6395, loss_cls: 2.7442, loss: 2.7442, grad_norm: 2.4433 2021-07-09 08:38:41,957 - mmaction - INFO - Epoch [89][1340/1879] lr: 7.357e-02, eta: 3 days, 8:39:13, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6484, loss_cls: 2.6597, loss: 2.6597, grad_norm: 2.3188 2021-07-09 08:38:59,487 - mmaction - INFO - Epoch [89][1360/1879] lr: 7.357e-02, eta: 3 days, 8:38:53, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6477, loss_cls: 2.6922, loss: 2.6922, grad_norm: 2.3674 2021-07-09 08:39:16,953 - mmaction - INFO - Epoch [89][1380/1879] lr: 7.357e-02, eta: 3 days, 8:38:33, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6641, loss_cls: 2.6113, loss: 2.6113, grad_norm: 2.3015 2021-07-09 08:39:34,421 - mmaction - INFO - Epoch [89][1400/1879] lr: 7.357e-02, eta: 3 days, 8:38:12, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6496, loss_cls: 2.7101, loss: 2.7101, grad_norm: 2.3535 2021-07-09 08:39:51,876 - mmaction - INFO - Epoch [89][1420/1879] lr: 7.357e-02, eta: 3 days, 8:37:52, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6520, loss_cls: 2.7049, loss: 2.7049, grad_norm: 2.3047 2021-07-09 08:40:09,351 - mmaction - INFO - Epoch [89][1440/1879] lr: 7.357e-02, eta: 3 days, 8:37:32, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6465, loss_cls: 2.6334, loss: 2.6334, grad_norm: 2.3471 2021-07-09 08:40:26,728 - mmaction - INFO - Epoch [89][1460/1879] lr: 7.357e-02, eta: 3 days, 8:37:11, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6777, loss_cls: 2.5791, loss: 2.5791, grad_norm: 2.3089 2021-07-09 08:40:44,350 - mmaction - INFO - Epoch [89][1480/1879] lr: 7.357e-02, eta: 3 days, 8:36:51, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6523, loss_cls: 2.6779, loss: 2.6779, grad_norm: 2.3713 2021-07-09 08:41:01,663 - mmaction - INFO - Epoch [89][1500/1879] lr: 7.357e-02, eta: 3 days, 8:36:30, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6414, loss_cls: 2.7077, loss: 2.7077, grad_norm: 2.3341 2021-07-09 08:41:19,099 - mmaction - INFO - Epoch [89][1520/1879] lr: 7.357e-02, eta: 3 days, 8:36:10, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6574, loss_cls: 2.6599, loss: 2.6599, grad_norm: 2.2413 2021-07-09 08:41:36,618 - mmaction - INFO - Epoch [89][1540/1879] lr: 7.357e-02, eta: 3 days, 8:35:50, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.3906, top5_acc: 0.6406, loss_cls: 2.7280, loss: 2.7280, grad_norm: 2.3405 2021-07-09 08:41:54,073 - mmaction - INFO - Epoch [89][1560/1879] lr: 7.357e-02, eta: 3 days, 8:35:29, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6590, loss_cls: 2.6217, loss: 2.6217, grad_norm: 2.3602 2021-07-09 08:42:11,577 - mmaction - INFO - Epoch [89][1580/1879] lr: 7.357e-02, eta: 3 days, 8:35:09, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6492, loss_cls: 2.6800, loss: 2.6800, grad_norm: 2.2946 2021-07-09 08:42:29,012 - mmaction - INFO - Epoch [89][1600/1879] lr: 7.357e-02, eta: 3 days, 8:34:48, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6410, loss_cls: 2.6839, loss: 2.6839, grad_norm: 2.3647 2021-07-09 08:42:46,535 - mmaction - INFO - Epoch [89][1620/1879] lr: 7.357e-02, eta: 3 days, 8:34:28, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6582, loss_cls: 2.6646, loss: 2.6646, grad_norm: 2.3080 2021-07-09 08:43:04,071 - mmaction - INFO - Epoch [89][1640/1879] lr: 7.357e-02, eta: 3 days, 8:34:08, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3910, top5_acc: 0.6512, loss_cls: 2.7163, loss: 2.7163, grad_norm: 2.3128 2021-07-09 08:43:21,579 - mmaction - INFO - Epoch [89][1660/1879] lr: 7.357e-02, eta: 3 days, 8:33:48, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6551, loss_cls: 2.6766, loss: 2.6766, grad_norm: 2.2840 2021-07-09 08:43:39,074 - mmaction - INFO - Epoch [89][1680/1879] lr: 7.357e-02, eta: 3 days, 8:33:27, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6469, loss_cls: 2.6694, loss: 2.6694, grad_norm: 2.2850 2021-07-09 08:43:56,482 - mmaction - INFO - Epoch [89][1700/1879] lr: 7.357e-02, eta: 3 days, 8:33:07, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6699, loss_cls: 2.5959, loss: 2.5959, grad_norm: 2.3505 2021-07-09 08:44:13,882 - mmaction - INFO - Epoch [89][1720/1879] lr: 7.357e-02, eta: 3 days, 8:32:46, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6551, loss_cls: 2.7206, loss: 2.7206, grad_norm: 2.3935 2021-07-09 08:44:31,407 - mmaction - INFO - Epoch [89][1740/1879] lr: 7.357e-02, eta: 3 days, 8:32:26, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6633, loss_cls: 2.6644, loss: 2.6644, grad_norm: 2.2798 2021-07-09 08:44:48,833 - mmaction - INFO - Epoch [89][1760/1879] lr: 7.357e-02, eta: 3 days, 8:32:06, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6566, loss_cls: 2.6216, loss: 2.6216, grad_norm: 2.3124 2021-07-09 08:45:06,273 - mmaction - INFO - Epoch [89][1780/1879] lr: 7.357e-02, eta: 3 days, 8:31:45, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6531, loss_cls: 2.6764, loss: 2.6764, grad_norm: 2.3145 2021-07-09 08:45:23,668 - mmaction - INFO - Epoch [89][1800/1879] lr: 7.357e-02, eta: 3 days, 8:31:25, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6594, loss_cls: 2.6768, loss: 2.6768, grad_norm: 2.3663 2021-07-09 08:45:41,146 - mmaction - INFO - Epoch [89][1820/1879] lr: 7.357e-02, eta: 3 days, 8:31:04, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6543, loss_cls: 2.6621, loss: 2.6621, grad_norm: 2.3597 2021-07-09 08:45:58,667 - mmaction - INFO - Epoch [89][1840/1879] lr: 7.357e-02, eta: 3 days, 8:30:44, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6492, loss_cls: 2.6670, loss: 2.6670, grad_norm: 2.3263 2021-07-09 08:46:16,090 - mmaction - INFO - Epoch [89][1860/1879] lr: 7.357e-02, eta: 3 days, 8:30:24, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6348, loss_cls: 2.7083, loss: 2.7083, grad_norm: 2.3195 2021-07-09 08:49:19,517 - mmaction - INFO - Epoch [90][20/1879] lr: 7.303e-02, eta: 3 days, 8:33:34, time: 7.824, data_time: 6.220, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6609, loss_cls: 2.6320, loss: 2.6320, grad_norm: 2.3249 2021-07-09 08:49:36,776 - mmaction - INFO - Epoch [90][40/1879] lr: 7.303e-02, eta: 3 days, 8:33:13, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6555, loss_cls: 2.6229, loss: 2.6229, grad_norm: 2.3560 2021-07-09 08:49:54,014 - mmaction - INFO - Epoch [90][60/1879] lr: 7.303e-02, eta: 3 days, 8:32:52, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6672, loss_cls: 2.6187, loss: 2.6187, grad_norm: 2.3470 2021-07-09 08:50:11,311 - mmaction - INFO - Epoch [90][80/1879] lr: 7.303e-02, eta: 3 days, 8:32:31, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6410, loss_cls: 2.7405, loss: 2.7405, grad_norm: 2.3739 2021-07-09 08:50:28,713 - mmaction - INFO - Epoch [90][100/1879] lr: 7.303e-02, eta: 3 days, 8:32:11, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6770, loss_cls: 2.5431, loss: 2.5431, grad_norm: 2.3207 2021-07-09 08:50:46,037 - mmaction - INFO - Epoch [90][120/1879] lr: 7.303e-02, eta: 3 days, 8:31:50, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6633, loss_cls: 2.6426, loss: 2.6426, grad_norm: 2.3324 2021-07-09 08:51:03,430 - mmaction - INFO - Epoch [90][140/1879] lr: 7.303e-02, eta: 3 days, 8:31:30, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6539, loss_cls: 2.6798, loss: 2.6798, grad_norm: 2.3269 2021-07-09 08:51:20,838 - mmaction - INFO - Epoch [90][160/1879] lr: 7.303e-02, eta: 3 days, 8:31:09, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6672, loss_cls: 2.5987, loss: 2.5987, grad_norm: 2.2977 2021-07-09 08:51:38,353 - mmaction - INFO - Epoch [90][180/1879] lr: 7.303e-02, eta: 3 days, 8:30:49, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6625, loss_cls: 2.6215, loss: 2.6215, grad_norm: 2.3363 2021-07-09 08:51:55,784 - mmaction - INFO - Epoch [90][200/1879] lr: 7.303e-02, eta: 3 days, 8:30:28, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6633, loss_cls: 2.6431, loss: 2.6431, grad_norm: 2.3220 2021-07-09 08:52:13,158 - mmaction - INFO - Epoch [90][220/1879] lr: 7.303e-02, eta: 3 days, 8:30:08, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6566, loss_cls: 2.6594, loss: 2.6594, grad_norm: 2.3403 2021-07-09 08:52:30,583 - mmaction - INFO - Epoch [90][240/1879] lr: 7.303e-02, eta: 3 days, 8:29:47, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6711, loss_cls: 2.6185, loss: 2.6185, grad_norm: 2.3530 2021-07-09 08:52:47,933 - mmaction - INFO - Epoch [90][260/1879] lr: 7.303e-02, eta: 3 days, 8:29:27, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6750, loss_cls: 2.5854, loss: 2.5854, grad_norm: 2.2950 2021-07-09 08:53:05,409 - mmaction - INFO - Epoch [90][280/1879] lr: 7.303e-02, eta: 3 days, 8:29:06, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3875, top5_acc: 0.6285, loss_cls: 2.8117, loss: 2.8117, grad_norm: 2.3765 2021-07-09 08:53:22,868 - mmaction - INFO - Epoch [90][300/1879] lr: 7.303e-02, eta: 3 days, 8:28:46, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6566, loss_cls: 2.6613, loss: 2.6613, grad_norm: 2.2747 2021-07-09 08:53:40,320 - mmaction - INFO - Epoch [90][320/1879] lr: 7.303e-02, eta: 3 days, 8:28:26, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6613, loss_cls: 2.5964, loss: 2.5964, grad_norm: 2.2991 2021-07-09 08:53:57,823 - mmaction - INFO - Epoch [90][340/1879] lr: 7.303e-02, eta: 3 days, 8:28:05, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6531, loss_cls: 2.6663, loss: 2.6663, grad_norm: 2.3220 2021-07-09 08:54:15,196 - mmaction - INFO - Epoch [90][360/1879] lr: 7.303e-02, eta: 3 days, 8:27:45, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6629, loss_cls: 2.6130, loss: 2.6130, grad_norm: 2.2933 2021-07-09 08:54:32,651 - mmaction - INFO - Epoch [90][380/1879] lr: 7.303e-02, eta: 3 days, 8:27:24, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6687, loss_cls: 2.5656, loss: 2.5656, grad_norm: 2.2779 2021-07-09 08:54:50,080 - mmaction - INFO - Epoch [90][400/1879] lr: 7.303e-02, eta: 3 days, 8:27:04, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6602, loss_cls: 2.6369, loss: 2.6369, grad_norm: 2.3235 2021-07-09 08:55:07,468 - mmaction - INFO - Epoch [90][420/1879] lr: 7.303e-02, eta: 3 days, 8:26:43, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6809, loss_cls: 2.5444, loss: 2.5444, grad_norm: 2.3090 2021-07-09 08:55:24,871 - mmaction - INFO - Epoch [90][440/1879] lr: 7.303e-02, eta: 3 days, 8:26:23, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6586, loss_cls: 2.6029, loss: 2.6029, grad_norm: 2.3748 2021-07-09 08:55:42,405 - mmaction - INFO - Epoch [90][460/1879] lr: 7.303e-02, eta: 3 days, 8:26:03, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6734, loss_cls: 2.6019, loss: 2.6019, grad_norm: 2.4023 2021-07-09 08:55:59,800 - mmaction - INFO - Epoch [90][480/1879] lr: 7.303e-02, eta: 3 days, 8:25:42, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6555, loss_cls: 2.6793, loss: 2.6793, grad_norm: 2.3792 2021-07-09 08:56:17,158 - mmaction - INFO - Epoch [90][500/1879] lr: 7.303e-02, eta: 3 days, 8:25:21, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.3953, top5_acc: 0.6488, loss_cls: 2.6951, loss: 2.6951, grad_norm: 2.3482 2021-07-09 08:56:34,556 - mmaction - INFO - Epoch [90][520/1879] lr: 7.303e-02, eta: 3 days, 8:25:01, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6605, loss_cls: 2.6878, loss: 2.6878, grad_norm: 2.3455 2021-07-09 08:56:51,985 - mmaction - INFO - Epoch [90][540/1879] lr: 7.303e-02, eta: 3 days, 8:24:41, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6629, loss_cls: 2.6118, loss: 2.6118, grad_norm: 2.3346 2021-07-09 08:57:09,484 - mmaction - INFO - Epoch [90][560/1879] lr: 7.303e-02, eta: 3 days, 8:24:20, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6703, loss_cls: 2.5912, loss: 2.5912, grad_norm: 2.3416 2021-07-09 08:57:26,955 - mmaction - INFO - Epoch [90][580/1879] lr: 7.303e-02, eta: 3 days, 8:24:00, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6586, loss_cls: 2.6657, loss: 2.6657, grad_norm: 2.3561 2021-07-09 08:57:44,340 - mmaction - INFO - Epoch [90][600/1879] lr: 7.303e-02, eta: 3 days, 8:23:39, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6379, loss_cls: 2.7049, loss: 2.7049, grad_norm: 2.3254 2021-07-09 08:58:01,842 - mmaction - INFO - Epoch [90][620/1879] lr: 7.303e-02, eta: 3 days, 8:23:19, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6676, loss_cls: 2.6262, loss: 2.6262, grad_norm: 2.3274 2021-07-09 08:58:19,392 - mmaction - INFO - Epoch [90][640/1879] lr: 7.303e-02, eta: 3 days, 8:22:59, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6687, loss_cls: 2.5851, loss: 2.5851, grad_norm: 2.3491 2021-07-09 08:58:36,743 - mmaction - INFO - Epoch [90][660/1879] lr: 7.303e-02, eta: 3 days, 8:22:38, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6504, loss_cls: 2.6609, loss: 2.6609, grad_norm: 2.3674 2021-07-09 08:58:54,029 - mmaction - INFO - Epoch [90][680/1879] lr: 7.303e-02, eta: 3 days, 8:22:17, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6504, loss_cls: 2.6633, loss: 2.6633, grad_norm: 2.3409 2021-07-09 08:59:11,564 - mmaction - INFO - Epoch [90][700/1879] lr: 7.303e-02, eta: 3 days, 8:21:57, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6613, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.2952 2021-07-09 08:59:28,995 - mmaction - INFO - Epoch [90][720/1879] lr: 7.303e-02, eta: 3 days, 8:21:37, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6645, loss_cls: 2.6118, loss: 2.6118, grad_norm: 2.3320 2021-07-09 08:59:46,457 - mmaction - INFO - Epoch [90][740/1879] lr: 7.303e-02, eta: 3 days, 8:21:16, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6648, loss_cls: 2.6445, loss: 2.6445, grad_norm: 2.3239 2021-07-09 09:00:03,826 - mmaction - INFO - Epoch [90][760/1879] lr: 7.303e-02, eta: 3 days, 8:20:56, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6340, loss_cls: 2.7352, loss: 2.7352, grad_norm: 2.3623 2021-07-09 09:00:21,308 - mmaction - INFO - Epoch [90][780/1879] lr: 7.303e-02, eta: 3 days, 8:20:36, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6586, loss_cls: 2.6465, loss: 2.6465, grad_norm: 2.3094 2021-07-09 09:00:38,695 - mmaction - INFO - Epoch [90][800/1879] lr: 7.303e-02, eta: 3 days, 8:20:15, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6598, loss_cls: 2.6055, loss: 2.6055, grad_norm: 2.3209 2021-07-09 09:00:56,096 - mmaction - INFO - Epoch [90][820/1879] lr: 7.303e-02, eta: 3 days, 8:19:55, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6605, loss_cls: 2.6483, loss: 2.6483, grad_norm: 2.3592 2021-07-09 09:01:13,515 - mmaction - INFO - Epoch [90][840/1879] lr: 7.303e-02, eta: 3 days, 8:19:34, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6480, loss_cls: 2.6611, loss: 2.6611, grad_norm: 2.3176 2021-07-09 09:01:30,895 - mmaction - INFO - Epoch [90][860/1879] lr: 7.303e-02, eta: 3 days, 8:19:13, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6590, loss_cls: 2.6472, loss: 2.6472, grad_norm: 2.3523 2021-07-09 09:01:48,280 - mmaction - INFO - Epoch [90][880/1879] lr: 7.303e-02, eta: 3 days, 8:18:53, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6613, loss_cls: 2.6578, loss: 2.6578, grad_norm: 2.2837 2021-07-09 09:02:05,749 - mmaction - INFO - Epoch [90][900/1879] lr: 7.303e-02, eta: 3 days, 8:18:33, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6898, loss_cls: 2.5294, loss: 2.5294, grad_norm: 2.3421 2021-07-09 09:02:23,020 - mmaction - INFO - Epoch [90][920/1879] lr: 7.303e-02, eta: 3 days, 8:18:12, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6684, loss_cls: 2.6452, loss: 2.6452, grad_norm: 2.3588 2021-07-09 09:02:40,417 - mmaction - INFO - Epoch [90][940/1879] lr: 7.303e-02, eta: 3 days, 8:17:51, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6664, loss_cls: 2.6012, loss: 2.6012, grad_norm: 2.3079 2021-07-09 09:02:57,774 - mmaction - INFO - Epoch [90][960/1879] lr: 7.303e-02, eta: 3 days, 8:17:31, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6672, loss_cls: 2.6181, loss: 2.6181, grad_norm: 2.3402 2021-07-09 09:03:15,176 - mmaction - INFO - Epoch [90][980/1879] lr: 7.303e-02, eta: 3 days, 8:17:10, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6680, loss_cls: 2.6105, loss: 2.6105, grad_norm: 2.3506 2021-07-09 09:03:32,461 - mmaction - INFO - Epoch [90][1000/1879] lr: 7.303e-02, eta: 3 days, 8:16:50, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6480, loss_cls: 2.6851, loss: 2.6851, grad_norm: 2.3496 2021-07-09 09:03:49,843 - mmaction - INFO - Epoch [90][1020/1879] lr: 7.303e-02, eta: 3 days, 8:16:29, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6555, loss_cls: 2.6958, loss: 2.6958, grad_norm: 2.3663 2021-07-09 09:04:07,246 - mmaction - INFO - Epoch [90][1040/1879] lr: 7.303e-02, eta: 3 days, 8:16:09, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6461, loss_cls: 2.6592, loss: 2.6592, grad_norm: 2.3031 2021-07-09 09:04:24,659 - mmaction - INFO - Epoch [90][1060/1879] lr: 7.303e-02, eta: 3 days, 8:15:48, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6496, loss_cls: 2.6752, loss: 2.6752, grad_norm: 2.3606 2021-07-09 09:04:42,082 - mmaction - INFO - Epoch [90][1080/1879] lr: 7.303e-02, eta: 3 days, 8:15:28, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6477, loss_cls: 2.6870, loss: 2.6870, grad_norm: 2.3224 2021-07-09 09:04:59,480 - mmaction - INFO - Epoch [90][1100/1879] lr: 7.303e-02, eta: 3 days, 8:15:07, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6523, loss_cls: 2.6489, loss: 2.6489, grad_norm: 2.3342 2021-07-09 09:05:16,938 - mmaction - INFO - Epoch [90][1120/1879] lr: 7.303e-02, eta: 3 days, 8:14:47, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6574, loss_cls: 2.6697, loss: 2.6697, grad_norm: 2.3211 2021-07-09 09:05:34,338 - mmaction - INFO - Epoch [90][1140/1879] lr: 7.303e-02, eta: 3 days, 8:14:26, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6609, loss_cls: 2.6115, loss: 2.6115, grad_norm: 2.3156 2021-07-09 09:05:51,725 - mmaction - INFO - Epoch [90][1160/1879] lr: 7.303e-02, eta: 3 days, 8:14:06, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6687, loss_cls: 2.6477, loss: 2.6477, grad_norm: 2.3664 2021-07-09 09:06:09,123 - mmaction - INFO - Epoch [90][1180/1879] lr: 7.303e-02, eta: 3 days, 8:13:45, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6461, loss_cls: 2.7020, loss: 2.7020, grad_norm: 2.3305 2021-07-09 09:06:26,430 - mmaction - INFO - Epoch [90][1200/1879] lr: 7.303e-02, eta: 3 days, 8:13:25, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6477, loss_cls: 2.6932, loss: 2.6932, grad_norm: 2.3787 2021-07-09 09:06:43,881 - mmaction - INFO - Epoch [90][1220/1879] lr: 7.303e-02, eta: 3 days, 8:13:04, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.3898, top5_acc: 0.6570, loss_cls: 2.6893, loss: 2.6893, grad_norm: 2.3641 2021-07-09 09:07:01,346 - mmaction - INFO - Epoch [90][1240/1879] lr: 7.303e-02, eta: 3 days, 8:12:44, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6621, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.3432 2021-07-09 09:07:18,787 - mmaction - INFO - Epoch [90][1260/1879] lr: 7.303e-02, eta: 3 days, 8:12:24, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6477, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.3308 2021-07-09 09:07:36,259 - mmaction - INFO - Epoch [90][1280/1879] lr: 7.303e-02, eta: 3 days, 8:12:03, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6504, loss_cls: 2.6446, loss: 2.6446, grad_norm: 2.2897 2021-07-09 09:07:53,801 - mmaction - INFO - Epoch [90][1300/1879] lr: 7.303e-02, eta: 3 days, 8:11:43, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6457, loss_cls: 2.7377, loss: 2.7377, grad_norm: 2.3413 2021-07-09 09:08:11,084 - mmaction - INFO - Epoch [90][1320/1879] lr: 7.303e-02, eta: 3 days, 8:11:22, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6449, loss_cls: 2.6826, loss: 2.6826, grad_norm: 2.3053 2021-07-09 09:08:28,600 - mmaction - INFO - Epoch [90][1340/1879] lr: 7.303e-02, eta: 3 days, 8:11:02, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6605, loss_cls: 2.6419, loss: 2.6419, grad_norm: 2.3421 2021-07-09 09:08:46,011 - mmaction - INFO - Epoch [90][1360/1879] lr: 7.303e-02, eta: 3 days, 8:10:42, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6445, loss_cls: 2.7053, loss: 2.7053, grad_norm: 2.3239 2021-07-09 09:09:03,437 - mmaction - INFO - Epoch [90][1380/1879] lr: 7.303e-02, eta: 3 days, 8:10:21, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6555, loss_cls: 2.6232, loss: 2.6232, grad_norm: 2.3464 2021-07-09 09:09:20,882 - mmaction - INFO - Epoch [90][1400/1879] lr: 7.303e-02, eta: 3 days, 8:10:01, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6449, loss_cls: 2.7286, loss: 2.7286, grad_norm: 2.3197 2021-07-09 09:09:38,305 - mmaction - INFO - Epoch [90][1420/1879] lr: 7.303e-02, eta: 3 days, 8:09:40, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6488, loss_cls: 2.6547, loss: 2.6547, grad_norm: 2.2999 2021-07-09 09:09:55,663 - mmaction - INFO - Epoch [90][1440/1879] lr: 7.303e-02, eta: 3 days, 8:09:20, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6543, loss_cls: 2.6797, loss: 2.6797, grad_norm: 2.3245 2021-07-09 09:10:13,102 - mmaction - INFO - Epoch [90][1460/1879] lr: 7.303e-02, eta: 3 days, 8:08:59, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6512, loss_cls: 2.6585, loss: 2.6585, grad_norm: 2.2880 2021-07-09 09:10:30,541 - mmaction - INFO - Epoch [90][1480/1879] lr: 7.303e-02, eta: 3 days, 8:08:39, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6648, loss_cls: 2.6256, loss: 2.6256, grad_norm: 2.3963 2021-07-09 09:10:47,912 - mmaction - INFO - Epoch [90][1500/1879] lr: 7.303e-02, eta: 3 days, 8:08:19, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6695, loss_cls: 2.6318, loss: 2.6318, grad_norm: 2.3460 2021-07-09 09:11:05,265 - mmaction - INFO - Epoch [90][1520/1879] lr: 7.303e-02, eta: 3 days, 8:07:58, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6609, loss_cls: 2.6315, loss: 2.6315, grad_norm: 2.3348 2021-07-09 09:11:22,557 - mmaction - INFO - Epoch [90][1540/1879] lr: 7.303e-02, eta: 3 days, 8:07:37, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6570, loss_cls: 2.6503, loss: 2.6503, grad_norm: 2.3129 2021-07-09 09:11:40,072 - mmaction - INFO - Epoch [90][1560/1879] lr: 7.303e-02, eta: 3 days, 8:07:17, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6410, loss_cls: 2.6896, loss: 2.6896, grad_norm: 2.3298 2021-07-09 09:11:57,498 - mmaction - INFO - Epoch [90][1580/1879] lr: 7.303e-02, eta: 3 days, 8:06:57, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6395, loss_cls: 2.7216, loss: 2.7216, grad_norm: 2.3072 2021-07-09 09:12:14,887 - mmaction - INFO - Epoch [90][1600/1879] lr: 7.303e-02, eta: 3 days, 8:06:36, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6543, loss_cls: 2.6732, loss: 2.6732, grad_norm: 2.3151 2021-07-09 09:12:32,275 - mmaction - INFO - Epoch [90][1620/1879] lr: 7.303e-02, eta: 3 days, 8:06:16, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6656, loss_cls: 2.6066, loss: 2.6066, grad_norm: 2.3593 2021-07-09 09:12:49,717 - mmaction - INFO - Epoch [90][1640/1879] lr: 7.303e-02, eta: 3 days, 8:05:55, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6652, loss_cls: 2.6188, loss: 2.6188, grad_norm: 2.3490 2021-07-09 09:13:07,076 - mmaction - INFO - Epoch [90][1660/1879] lr: 7.303e-02, eta: 3 days, 8:05:35, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6754, loss_cls: 2.5738, loss: 2.5738, grad_norm: 2.3333 2021-07-09 09:13:24,499 - mmaction - INFO - Epoch [90][1680/1879] lr: 7.303e-02, eta: 3 days, 8:05:14, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6496, loss_cls: 2.7048, loss: 2.7048, grad_norm: 2.3948 2021-07-09 09:13:42,042 - mmaction - INFO - Epoch [90][1700/1879] lr: 7.303e-02, eta: 3 days, 8:04:54, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6492, loss_cls: 2.6381, loss: 2.6381, grad_norm: 2.3434 2021-07-09 09:13:59,442 - mmaction - INFO - Epoch [90][1720/1879] lr: 7.303e-02, eta: 3 days, 8:04:34, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.6782, loss: 2.6782, grad_norm: 2.3246 2021-07-09 09:14:16,802 - mmaction - INFO - Epoch [90][1740/1879] lr: 7.303e-02, eta: 3 days, 8:04:13, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6645, loss_cls: 2.6414, loss: 2.6414, grad_norm: 2.3689 2021-07-09 09:14:34,175 - mmaction - INFO - Epoch [90][1760/1879] lr: 7.303e-02, eta: 3 days, 8:03:53, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6449, loss_cls: 2.6921, loss: 2.6921, grad_norm: 2.3482 2021-07-09 09:14:51,679 - mmaction - INFO - Epoch [90][1780/1879] lr: 7.303e-02, eta: 3 days, 8:03:32, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6508, loss_cls: 2.6427, loss: 2.6427, grad_norm: 2.3491 2021-07-09 09:15:09,048 - mmaction - INFO - Epoch [90][1800/1879] lr: 7.303e-02, eta: 3 days, 8:03:12, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3863, top5_acc: 0.6340, loss_cls: 2.7602, loss: 2.7602, grad_norm: 2.3773 2021-07-09 09:15:26,476 - mmaction - INFO - Epoch [90][1820/1879] lr: 7.303e-02, eta: 3 days, 8:02:51, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6664, loss_cls: 2.6302, loss: 2.6302, grad_norm: 2.2536 2021-07-09 09:15:43,834 - mmaction - INFO - Epoch [90][1840/1879] lr: 7.303e-02, eta: 3 days, 8:02:31, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6457, loss_cls: 2.7036, loss: 2.7036, grad_norm: 2.3216 2021-07-09 09:16:01,336 - mmaction - INFO - Epoch [90][1860/1879] lr: 7.303e-02, eta: 3 days, 8:02:11, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6430, loss_cls: 2.7287, loss: 2.7287, grad_norm: 2.2944 2021-07-09 09:20:18,102 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 09:20:18,927 - mmaction - INFO - top1_acc 0.4737 top5_acc 0.7355 2021-07-09 09:20:18,928 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 09:20:18,980 - mmaction - INFO - mean_acc 0.4736 2021-07-09 09:20:19,721 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_90.pth. 2021-07-09 09:20:19,721 - mmaction - INFO - Best top1_acc is 0.4737 at 90 epoch. 2021-07-09 09:20:19,729 - mmaction - INFO - Epoch(val) [90][155] top1_acc: 0.4737, top5_acc: 0.7355, mean_class_accuracy: 0.4736 2021-07-09 09:21:53,552 - mmaction - INFO - Epoch [91][20/1879] lr: 7.248e-02, eta: 3 days, 8:03:21, time: 4.689, data_time: 3.600, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6570, loss_cls: 2.6426, loss: 2.6426, grad_norm: 2.2644 2021-07-09 09:22:10,879 - mmaction - INFO - Epoch [91][40/1879] lr: 7.248e-02, eta: 3 days, 8:03:00, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6492, loss_cls: 2.6108, loss: 2.6108, grad_norm: 2.3221 2021-07-09 09:22:28,011 - mmaction - INFO - Epoch [91][60/1879] lr: 7.248e-02, eta: 3 days, 8:02:39, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6641, loss_cls: 2.6493, loss: 2.6493, grad_norm: 2.3278 2021-07-09 09:22:45,241 - mmaction - INFO - Epoch [91][80/1879] lr: 7.248e-02, eta: 3 days, 8:02:19, time: 0.862, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6828, loss_cls: 2.5358, loss: 2.5358, grad_norm: 2.2953 2021-07-09 09:23:02,467 - mmaction - INFO - Epoch [91][100/1879] lr: 7.248e-02, eta: 3 days, 8:01:58, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6656, loss_cls: 2.5351, loss: 2.5351, grad_norm: 2.3265 2021-07-09 09:23:19,896 - mmaction - INFO - Epoch [91][120/1879] lr: 7.248e-02, eta: 3 days, 8:01:38, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6711, loss_cls: 2.6117, loss: 2.6117, grad_norm: 2.3277 2021-07-09 09:23:37,372 - mmaction - INFO - Epoch [91][140/1879] lr: 7.248e-02, eta: 3 days, 8:01:17, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6668, loss_cls: 2.6087, loss: 2.6087, grad_norm: 2.3459 2021-07-09 09:23:54,730 - mmaction - INFO - Epoch [91][160/1879] lr: 7.248e-02, eta: 3 days, 8:00:57, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6652, loss_cls: 2.6012, loss: 2.6012, grad_norm: 2.3951 2021-07-09 09:24:12,216 - mmaction - INFO - Epoch [91][180/1879] lr: 7.248e-02, eta: 3 days, 8:00:36, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6543, loss_cls: 2.6298, loss: 2.6298, grad_norm: 2.3461 2021-07-09 09:24:29,821 - mmaction - INFO - Epoch [91][200/1879] lr: 7.248e-02, eta: 3 days, 8:00:16, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6648, loss_cls: 2.6339, loss: 2.6339, grad_norm: 2.3275 2021-07-09 09:24:47,277 - mmaction - INFO - Epoch [91][220/1879] lr: 7.248e-02, eta: 3 days, 7:59:56, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6523, loss_cls: 2.6467, loss: 2.6467, grad_norm: 2.2898 2021-07-09 09:25:04,837 - mmaction - INFO - Epoch [91][240/1879] lr: 7.248e-02, eta: 3 days, 7:59:36, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6633, loss_cls: 2.6204, loss: 2.6204, grad_norm: 2.3776 2021-07-09 09:25:22,326 - mmaction - INFO - Epoch [91][260/1879] lr: 7.248e-02, eta: 3 days, 7:59:15, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6590, loss_cls: 2.6285, loss: 2.6285, grad_norm: 2.3292 2021-07-09 09:25:39,766 - mmaction - INFO - Epoch [91][280/1879] lr: 7.248e-02, eta: 3 days, 7:58:55, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6566, loss_cls: 2.6185, loss: 2.6185, grad_norm: 2.3448 2021-07-09 09:25:57,246 - mmaction - INFO - Epoch [91][300/1879] lr: 7.248e-02, eta: 3 days, 7:58:35, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6742, loss_cls: 2.5678, loss: 2.5678, grad_norm: 2.3168 2021-07-09 09:26:14,785 - mmaction - INFO - Epoch [91][320/1879] lr: 7.248e-02, eta: 3 days, 7:58:15, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6711, loss_cls: 2.5822, loss: 2.5822, grad_norm: 2.2990 2021-07-09 09:26:32,357 - mmaction - INFO - Epoch [91][340/1879] lr: 7.248e-02, eta: 3 days, 7:57:54, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6480, loss_cls: 2.6686, loss: 2.6686, grad_norm: 2.3612 2021-07-09 09:26:49,730 - mmaction - INFO - Epoch [91][360/1879] lr: 7.248e-02, eta: 3 days, 7:57:34, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6617, loss_cls: 2.6275, loss: 2.6275, grad_norm: 2.3545 2021-07-09 09:27:07,251 - mmaction - INFO - Epoch [91][380/1879] lr: 7.248e-02, eta: 3 days, 7:57:14, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6488, loss_cls: 2.6857, loss: 2.6857, grad_norm: 2.3867 2021-07-09 09:27:24,616 - mmaction - INFO - Epoch [91][400/1879] lr: 7.248e-02, eta: 3 days, 7:56:53, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6465, loss_cls: 2.6863, loss: 2.6863, grad_norm: 2.2826 2021-07-09 09:27:42,089 - mmaction - INFO - Epoch [91][420/1879] lr: 7.248e-02, eta: 3 days, 7:56:33, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6680, loss_cls: 2.5837, loss: 2.5837, grad_norm: 2.3054 2021-07-09 09:27:59,503 - mmaction - INFO - Epoch [91][440/1879] lr: 7.248e-02, eta: 3 days, 7:56:12, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6594, loss_cls: 2.6328, loss: 2.6328, grad_norm: 2.3187 2021-07-09 09:28:17,010 - mmaction - INFO - Epoch [91][460/1879] lr: 7.248e-02, eta: 3 days, 7:55:52, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6500, loss_cls: 2.6544, loss: 2.6544, grad_norm: 2.3562 2021-07-09 09:28:34,501 - mmaction - INFO - Epoch [91][480/1879] lr: 7.248e-02, eta: 3 days, 7:55:32, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6758, loss_cls: 2.5390, loss: 2.5390, grad_norm: 2.3826 2021-07-09 09:28:52,069 - mmaction - INFO - Epoch [91][500/1879] lr: 7.248e-02, eta: 3 days, 7:55:12, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6457, loss_cls: 2.7327, loss: 2.7327, grad_norm: 2.3986 2021-07-09 09:29:09,574 - mmaction - INFO - Epoch [91][520/1879] lr: 7.248e-02, eta: 3 days, 7:54:51, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6629, loss_cls: 2.6097, loss: 2.6097, grad_norm: 2.3738 2021-07-09 09:29:27,039 - mmaction - INFO - Epoch [91][540/1879] lr: 7.248e-02, eta: 3 days, 7:54:31, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6473, loss_cls: 2.6889, loss: 2.6889, grad_norm: 2.3612 2021-07-09 09:29:44,509 - mmaction - INFO - Epoch [91][560/1879] lr: 7.248e-02, eta: 3 days, 7:54:11, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6680, loss_cls: 2.5959, loss: 2.5959, grad_norm: 2.3081 2021-07-09 09:30:01,937 - mmaction - INFO - Epoch [91][580/1879] lr: 7.248e-02, eta: 3 days, 7:53:50, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6574, loss_cls: 2.6582, loss: 2.6582, grad_norm: 2.3692 2021-07-09 09:30:19,505 - mmaction - INFO - Epoch [91][600/1879] lr: 7.248e-02, eta: 3 days, 7:53:30, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6562, loss_cls: 2.6442, loss: 2.6442, grad_norm: 2.3545 2021-07-09 09:30:36,994 - mmaction - INFO - Epoch [91][620/1879] lr: 7.248e-02, eta: 3 days, 7:53:10, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6391, loss_cls: 2.7456, loss: 2.7456, grad_norm: 2.3712 2021-07-09 09:30:54,468 - mmaction - INFO - Epoch [91][640/1879] lr: 7.248e-02, eta: 3 days, 7:52:49, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6559, loss_cls: 2.6729, loss: 2.6729, grad_norm: 2.3518 2021-07-09 09:31:11,796 - mmaction - INFO - Epoch [91][660/1879] lr: 7.248e-02, eta: 3 days, 7:52:29, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6691, loss_cls: 2.6201, loss: 2.6201, grad_norm: 2.3598 2021-07-09 09:31:29,378 - mmaction - INFO - Epoch [91][680/1879] lr: 7.248e-02, eta: 3 days, 7:52:09, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6484, loss_cls: 2.6978, loss: 2.6978, grad_norm: 2.3504 2021-07-09 09:31:46,831 - mmaction - INFO - Epoch [91][700/1879] lr: 7.248e-02, eta: 3 days, 7:51:48, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6559, loss_cls: 2.6776, loss: 2.6776, grad_norm: 2.3131 2021-07-09 09:32:04,376 - mmaction - INFO - Epoch [91][720/1879] lr: 7.248e-02, eta: 3 days, 7:51:28, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6609, loss_cls: 2.6137, loss: 2.6137, grad_norm: 2.2984 2021-07-09 09:32:21,776 - mmaction - INFO - Epoch [91][740/1879] lr: 7.248e-02, eta: 3 days, 7:51:08, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6449, loss_cls: 2.6803, loss: 2.6803, grad_norm: 2.3178 2021-07-09 09:32:39,292 - mmaction - INFO - Epoch [91][760/1879] lr: 7.248e-02, eta: 3 days, 7:50:48, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6570, loss_cls: 2.6631, loss: 2.6631, grad_norm: 2.2979 2021-07-09 09:32:56,695 - mmaction - INFO - Epoch [91][780/1879] lr: 7.248e-02, eta: 3 days, 7:50:27, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6629, loss_cls: 2.6344, loss: 2.6344, grad_norm: 2.3186 2021-07-09 09:33:14,107 - mmaction - INFO - Epoch [91][800/1879] lr: 7.248e-02, eta: 3 days, 7:50:07, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6687, loss_cls: 2.5822, loss: 2.5822, grad_norm: 2.3563 2021-07-09 09:33:31,669 - mmaction - INFO - Epoch [91][820/1879] lr: 7.248e-02, eta: 3 days, 7:49:47, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6555, loss_cls: 2.6694, loss: 2.6694, grad_norm: 2.3732 2021-07-09 09:33:49,054 - mmaction - INFO - Epoch [91][840/1879] lr: 7.248e-02, eta: 3 days, 7:49:26, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6484, loss_cls: 2.6778, loss: 2.6778, grad_norm: 2.3597 2021-07-09 09:34:06,479 - mmaction - INFO - Epoch [91][860/1879] lr: 7.248e-02, eta: 3 days, 7:49:06, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6621, loss_cls: 2.6580, loss: 2.6580, grad_norm: 2.3635 2021-07-09 09:34:24,030 - mmaction - INFO - Epoch [91][880/1879] lr: 7.248e-02, eta: 3 days, 7:48:45, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6676, loss_cls: 2.6354, loss: 2.6354, grad_norm: 2.3701 2021-07-09 09:34:41,369 - mmaction - INFO - Epoch [91][900/1879] lr: 7.248e-02, eta: 3 days, 7:48:25, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6648, loss_cls: 2.6136, loss: 2.6136, grad_norm: 2.3434 2021-07-09 09:34:58,922 - mmaction - INFO - Epoch [91][920/1879] lr: 7.248e-02, eta: 3 days, 7:48:05, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6641, loss_cls: 2.5835, loss: 2.5835, grad_norm: 2.3110 2021-07-09 09:35:16,457 - mmaction - INFO - Epoch [91][940/1879] lr: 7.248e-02, eta: 3 days, 7:47:45, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6766, loss_cls: 2.5464, loss: 2.5464, grad_norm: 2.3302 2021-07-09 09:35:33,874 - mmaction - INFO - Epoch [91][960/1879] lr: 7.248e-02, eta: 3 days, 7:47:24, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6758, loss_cls: 2.5645, loss: 2.5645, grad_norm: 2.3099 2021-07-09 09:35:51,397 - mmaction - INFO - Epoch [91][980/1879] lr: 7.248e-02, eta: 3 days, 7:47:04, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6582, loss_cls: 2.6503, loss: 2.6503, grad_norm: 2.3497 2021-07-09 09:36:08,876 - mmaction - INFO - Epoch [91][1000/1879] lr: 7.248e-02, eta: 3 days, 7:46:44, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6539, loss_cls: 2.6761, loss: 2.6761, grad_norm: 2.3999 2021-07-09 09:36:26,457 - mmaction - INFO - Epoch [91][1020/1879] lr: 7.248e-02, eta: 3 days, 7:46:24, time: 0.879, data_time: 0.007, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6555, loss_cls: 2.6507, loss: 2.6507, grad_norm: 2.3742 2021-07-09 09:36:43,786 - mmaction - INFO - Epoch [91][1040/1879] lr: 7.248e-02, eta: 3 days, 7:46:03, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6516, loss_cls: 2.6801, loss: 2.6801, grad_norm: 2.3108 2021-07-09 09:37:01,377 - mmaction - INFO - Epoch [91][1060/1879] lr: 7.248e-02, eta: 3 days, 7:45:43, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6469, loss_cls: 2.6851, loss: 2.6851, grad_norm: 2.3655 2021-07-09 09:37:18,809 - mmaction - INFO - Epoch [91][1080/1879] lr: 7.248e-02, eta: 3 days, 7:45:23, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6480, loss_cls: 2.6643, loss: 2.6643, grad_norm: 2.3722 2021-07-09 09:37:36,367 - mmaction - INFO - Epoch [91][1100/1879] lr: 7.248e-02, eta: 3 days, 7:45:02, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6680, loss_cls: 2.6008, loss: 2.6008, grad_norm: 2.3482 2021-07-09 09:37:53,832 - mmaction - INFO - Epoch [91][1120/1879] lr: 7.248e-02, eta: 3 days, 7:44:42, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6551, loss_cls: 2.6651, loss: 2.6651, grad_norm: 2.3733 2021-07-09 09:38:11,356 - mmaction - INFO - Epoch [91][1140/1879] lr: 7.248e-02, eta: 3 days, 7:44:22, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6578, loss_cls: 2.6474, loss: 2.6474, grad_norm: 2.3185 2021-07-09 09:38:28,843 - mmaction - INFO - Epoch [91][1160/1879] lr: 7.248e-02, eta: 3 days, 7:44:02, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6598, loss_cls: 2.6391, loss: 2.6391, grad_norm: 2.3610 2021-07-09 09:38:46,163 - mmaction - INFO - Epoch [91][1180/1879] lr: 7.248e-02, eta: 3 days, 7:43:41, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6652, loss_cls: 2.6625, loss: 2.6625, grad_norm: 2.3519 2021-07-09 09:39:03,607 - mmaction - INFO - Epoch [91][1200/1879] lr: 7.248e-02, eta: 3 days, 7:43:21, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6789, loss_cls: 2.5811, loss: 2.5811, grad_norm: 2.3303 2021-07-09 09:39:21,068 - mmaction - INFO - Epoch [91][1220/1879] lr: 7.248e-02, eta: 3 days, 7:43:00, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6562, loss_cls: 2.6536, loss: 2.6536, grad_norm: 2.3671 2021-07-09 09:39:38,667 - mmaction - INFO - Epoch [91][1240/1879] lr: 7.248e-02, eta: 3 days, 7:42:40, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6633, loss_cls: 2.6707, loss: 2.6707, grad_norm: 2.3310 2021-07-09 09:39:56,226 - mmaction - INFO - Epoch [91][1260/1879] lr: 7.248e-02, eta: 3 days, 7:42:20, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6539, loss_cls: 2.6803, loss: 2.6803, grad_norm: 2.3188 2021-07-09 09:40:13,663 - mmaction - INFO - Epoch [91][1280/1879] lr: 7.248e-02, eta: 3 days, 7:42:00, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6457, loss_cls: 2.7398, loss: 2.7398, grad_norm: 2.3553 2021-07-09 09:40:31,198 - mmaction - INFO - Epoch [91][1300/1879] lr: 7.248e-02, eta: 3 days, 7:41:40, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6555, loss_cls: 2.6597, loss: 2.6597, grad_norm: 2.3351 2021-07-09 09:40:48,584 - mmaction - INFO - Epoch [91][1320/1879] lr: 7.248e-02, eta: 3 days, 7:41:19, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6578, loss_cls: 2.6455, loss: 2.6455, grad_norm: 2.3021 2021-07-09 09:41:05,998 - mmaction - INFO - Epoch [91][1340/1879] lr: 7.248e-02, eta: 3 days, 7:40:59, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6707, loss_cls: 2.5878, loss: 2.5878, grad_norm: 2.3333 2021-07-09 09:41:23,416 - mmaction - INFO - Epoch [91][1360/1879] lr: 7.248e-02, eta: 3 days, 7:40:38, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6535, loss_cls: 2.6303, loss: 2.6303, grad_norm: 2.3404 2021-07-09 09:41:40,973 - mmaction - INFO - Epoch [91][1380/1879] lr: 7.248e-02, eta: 3 days, 7:40:18, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6586, loss_cls: 2.6711, loss: 2.6711, grad_norm: 2.4255 2021-07-09 09:41:58,433 - mmaction - INFO - Epoch [91][1400/1879] lr: 7.248e-02, eta: 3 days, 7:39:58, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6801, loss_cls: 2.5768, loss: 2.5768, grad_norm: 2.3362 2021-07-09 09:42:15,831 - mmaction - INFO - Epoch [91][1420/1879] lr: 7.248e-02, eta: 3 days, 7:39:38, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6551, loss_cls: 2.6546, loss: 2.6546, grad_norm: 2.3703 2021-07-09 09:42:33,251 - mmaction - INFO - Epoch [91][1440/1879] lr: 7.248e-02, eta: 3 days, 7:39:17, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6566, loss_cls: 2.6669, loss: 2.6669, grad_norm: 2.3412 2021-07-09 09:42:50,709 - mmaction - INFO - Epoch [91][1460/1879] lr: 7.248e-02, eta: 3 days, 7:38:57, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6527, loss_cls: 2.6754, loss: 2.6754, grad_norm: 2.3306 2021-07-09 09:43:08,057 - mmaction - INFO - Epoch [91][1480/1879] lr: 7.248e-02, eta: 3 days, 7:38:36, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6457, loss_cls: 2.6706, loss: 2.6706, grad_norm: 2.3706 2021-07-09 09:43:25,704 - mmaction - INFO - Epoch [91][1500/1879] lr: 7.248e-02, eta: 3 days, 7:38:16, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6641, loss_cls: 2.6766, loss: 2.6766, grad_norm: 2.3378 2021-07-09 09:43:43,142 - mmaction - INFO - Epoch [91][1520/1879] lr: 7.248e-02, eta: 3 days, 7:37:56, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6520, loss_cls: 2.6618, loss: 2.6618, grad_norm: 2.3373 2021-07-09 09:44:00,598 - mmaction - INFO - Epoch [91][1540/1879] lr: 7.248e-02, eta: 3 days, 7:37:36, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6500, loss_cls: 2.6658, loss: 2.6658, grad_norm: 2.3319 2021-07-09 09:44:17,970 - mmaction - INFO - Epoch [91][1560/1879] lr: 7.248e-02, eta: 3 days, 7:37:15, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6570, loss_cls: 2.6436, loss: 2.6436, grad_norm: 2.3707 2021-07-09 09:44:35,372 - mmaction - INFO - Epoch [91][1580/1879] lr: 7.248e-02, eta: 3 days, 7:36:55, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6586, loss_cls: 2.6354, loss: 2.6354, grad_norm: 2.3976 2021-07-09 09:44:52,892 - mmaction - INFO - Epoch [91][1600/1879] lr: 7.248e-02, eta: 3 days, 7:36:34, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6652, loss_cls: 2.6258, loss: 2.6258, grad_norm: 2.3401 2021-07-09 09:45:10,335 - mmaction - INFO - Epoch [91][1620/1879] lr: 7.248e-02, eta: 3 days, 7:36:14, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6629, loss_cls: 2.6253, loss: 2.6253, grad_norm: 2.4045 2021-07-09 09:45:27,746 - mmaction - INFO - Epoch [91][1640/1879] lr: 7.248e-02, eta: 3 days, 7:35:54, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6547, loss_cls: 2.6592, loss: 2.6592, grad_norm: 2.3538 2021-07-09 09:45:45,179 - mmaction - INFO - Epoch [91][1660/1879] lr: 7.248e-02, eta: 3 days, 7:35:33, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6602, loss_cls: 2.6108, loss: 2.6108, grad_norm: 2.3123 2021-07-09 09:46:02,519 - mmaction - INFO - Epoch [91][1680/1879] lr: 7.248e-02, eta: 3 days, 7:35:13, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6676, loss_cls: 2.5661, loss: 2.5661, grad_norm: 2.3110 2021-07-09 09:46:20,047 - mmaction - INFO - Epoch [91][1700/1879] lr: 7.248e-02, eta: 3 days, 7:34:53, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6629, loss_cls: 2.6100, loss: 2.6100, grad_norm: 2.3591 2021-07-09 09:46:37,431 - mmaction - INFO - Epoch [91][1720/1879] lr: 7.248e-02, eta: 3 days, 7:34:32, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6727, loss_cls: 2.6021, loss: 2.6021, grad_norm: 2.3906 2021-07-09 09:46:54,813 - mmaction - INFO - Epoch [91][1740/1879] lr: 7.248e-02, eta: 3 days, 7:34:12, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6559, loss_cls: 2.6454, loss: 2.6454, grad_norm: 2.3807 2021-07-09 09:47:12,279 - mmaction - INFO - Epoch [91][1760/1879] lr: 7.248e-02, eta: 3 days, 7:33:51, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6402, loss_cls: 2.7565, loss: 2.7565, grad_norm: 2.3878 2021-07-09 09:47:29,796 - mmaction - INFO - Epoch [91][1780/1879] lr: 7.248e-02, eta: 3 days, 7:33:31, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6465, loss_cls: 2.6662, loss: 2.6662, grad_norm: 2.3425 2021-07-09 09:47:47,331 - mmaction - INFO - Epoch [91][1800/1879] lr: 7.248e-02, eta: 3 days, 7:33:11, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6703, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.3284 2021-07-09 09:48:04,792 - mmaction - INFO - Epoch [91][1820/1879] lr: 7.248e-02, eta: 3 days, 7:32:51, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6492, loss_cls: 2.6602, loss: 2.6602, grad_norm: 2.3393 2021-07-09 09:48:22,271 - mmaction - INFO - Epoch [91][1840/1879] lr: 7.248e-02, eta: 3 days, 7:32:31, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6516, loss_cls: 2.6569, loss: 2.6569, grad_norm: 2.2792 2021-07-09 09:48:39,814 - mmaction - INFO - Epoch [91][1860/1879] lr: 7.248e-02, eta: 3 days, 7:32:10, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6637, loss_cls: 2.6152, loss: 2.6152, grad_norm: 2.2730 2021-07-09 09:51:24,379 - mmaction - INFO - Epoch [92][20/1879] lr: 7.193e-02, eta: 3 days, 7:34:41, time: 6.943, data_time: 5.562, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6504, loss_cls: 2.6371, loss: 2.6371, grad_norm: 2.3242 2021-07-09 09:51:41,288 - mmaction - INFO - Epoch [92][40/1879] lr: 7.193e-02, eta: 3 days, 7:34:20, time: 0.849, data_time: 0.009, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6676, loss_cls: 2.6272, loss: 2.6272, grad_norm: 2.3049 2021-07-09 09:51:58,458 - mmaction - INFO - Epoch [92][60/1879] lr: 7.193e-02, eta: 3 days, 7:33:59, time: 0.859, data_time: 0.002, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6586, loss_cls: 2.6070, loss: 2.6070, grad_norm: 2.3162 2021-07-09 09:52:15,906 - mmaction - INFO - Epoch [92][80/1879] lr: 7.193e-02, eta: 3 days, 7:33:38, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6496, loss_cls: 2.6630, loss: 2.6630, grad_norm: 2.3894 2021-07-09 09:52:33,318 - mmaction - INFO - Epoch [92][100/1879] lr: 7.193e-02, eta: 3 days, 7:33:18, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6879, loss_cls: 2.4914, loss: 2.4914, grad_norm: 2.3205 2021-07-09 09:52:50,843 - mmaction - INFO - Epoch [92][120/1879] lr: 7.193e-02, eta: 3 days, 7:32:58, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6641, loss_cls: 2.6011, loss: 2.6011, grad_norm: 2.3642 2021-07-09 09:53:08,424 - mmaction - INFO - Epoch [92][140/1879] lr: 7.193e-02, eta: 3 days, 7:32:38, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6562, loss_cls: 2.6077, loss: 2.6077, grad_norm: 2.3894 2021-07-09 09:53:25,817 - mmaction - INFO - Epoch [92][160/1879] lr: 7.193e-02, eta: 3 days, 7:32:17, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6637, loss_cls: 2.5804, loss: 2.5804, grad_norm: 2.3627 2021-07-09 09:53:43,331 - mmaction - INFO - Epoch [92][180/1879] lr: 7.193e-02, eta: 3 days, 7:31:57, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6570, loss_cls: 2.6160, loss: 2.6160, grad_norm: 2.4304 2021-07-09 09:54:00,724 - mmaction - INFO - Epoch [92][200/1879] lr: 7.193e-02, eta: 3 days, 7:31:37, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6492, loss_cls: 2.6831, loss: 2.6831, grad_norm: 2.3698 2021-07-09 09:54:18,170 - mmaction - INFO - Epoch [92][220/1879] lr: 7.193e-02, eta: 3 days, 7:31:16, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6691, loss_cls: 2.5474, loss: 2.5474, grad_norm: 2.3340 2021-07-09 09:54:35,655 - mmaction - INFO - Epoch [92][240/1879] lr: 7.193e-02, eta: 3 days, 7:30:56, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6582, loss_cls: 2.6140, loss: 2.6140, grad_norm: 2.3195 2021-07-09 09:54:53,102 - mmaction - INFO - Epoch [92][260/1879] lr: 7.193e-02, eta: 3 days, 7:30:36, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6539, loss_cls: 2.6657, loss: 2.6657, grad_norm: 2.3979 2021-07-09 09:55:10,661 - mmaction - INFO - Epoch [92][280/1879] lr: 7.193e-02, eta: 3 days, 7:30:15, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6641, loss_cls: 2.6090, loss: 2.6090, grad_norm: 2.3726 2021-07-09 09:55:28,075 - mmaction - INFO - Epoch [92][300/1879] lr: 7.193e-02, eta: 3 days, 7:29:55, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6578, loss_cls: 2.6603, loss: 2.6603, grad_norm: 2.4056 2021-07-09 09:55:45,519 - mmaction - INFO - Epoch [92][320/1879] lr: 7.193e-02, eta: 3 days, 7:29:35, time: 0.868, data_time: 0.000, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6480, loss_cls: 2.6674, loss: 2.6674, grad_norm: 2.3370 2021-07-09 09:56:03,048 - mmaction - INFO - Epoch [92][340/1879] lr: 7.193e-02, eta: 3 days, 7:29:14, time: 0.879, data_time: 0.008, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6617, loss_cls: 2.6024, loss: 2.6024, grad_norm: 2.3149 2021-07-09 09:56:20,512 - mmaction - INFO - Epoch [92][360/1879] lr: 7.193e-02, eta: 3 days, 7:28:54, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6762, loss_cls: 2.5243, loss: 2.5243, grad_norm: 2.3222 2021-07-09 09:56:37,957 - mmaction - INFO - Epoch [92][380/1879] lr: 7.193e-02, eta: 3 days, 7:28:34, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6730, loss_cls: 2.6178, loss: 2.6178, grad_norm: 2.4149 2021-07-09 09:56:55,274 - mmaction - INFO - Epoch [92][400/1879] lr: 7.193e-02, eta: 3 days, 7:28:13, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6570, loss_cls: 2.6746, loss: 2.6746, grad_norm: 2.4397 2021-07-09 09:57:12,773 - mmaction - INFO - Epoch [92][420/1879] lr: 7.193e-02, eta: 3 days, 7:27:53, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6520, loss_cls: 2.7153, loss: 2.7153, grad_norm: 2.3739 2021-07-09 09:57:30,276 - mmaction - INFO - Epoch [92][440/1879] lr: 7.193e-02, eta: 3 days, 7:27:33, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6559, loss_cls: 2.6512, loss: 2.6512, grad_norm: 2.3480 2021-07-09 09:57:47,617 - mmaction - INFO - Epoch [92][460/1879] lr: 7.193e-02, eta: 3 days, 7:27:12, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6617, loss_cls: 2.5928, loss: 2.5928, grad_norm: 2.3330 2021-07-09 09:58:05,299 - mmaction - INFO - Epoch [92][480/1879] lr: 7.193e-02, eta: 3 days, 7:26:52, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6668, loss_cls: 2.5956, loss: 2.5956, grad_norm: 2.3496 2021-07-09 09:58:22,781 - mmaction - INFO - Epoch [92][500/1879] lr: 7.193e-02, eta: 3 days, 7:26:32, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6594, loss_cls: 2.6714, loss: 2.6714, grad_norm: 2.4010 2021-07-09 09:58:40,291 - mmaction - INFO - Epoch [92][520/1879] lr: 7.193e-02, eta: 3 days, 7:26:12, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6512, loss_cls: 2.6598, loss: 2.6598, grad_norm: 2.3092 2021-07-09 09:58:57,819 - mmaction - INFO - Epoch [92][540/1879] lr: 7.193e-02, eta: 3 days, 7:25:52, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6539, loss_cls: 2.6898, loss: 2.6898, grad_norm: 2.3404 2021-07-09 09:59:15,180 - mmaction - INFO - Epoch [92][560/1879] lr: 7.193e-02, eta: 3 days, 7:25:31, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6605, loss_cls: 2.6291, loss: 2.6291, grad_norm: 2.3368 2021-07-09 09:59:32,707 - mmaction - INFO - Epoch [92][580/1879] lr: 7.193e-02, eta: 3 days, 7:25:11, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6664, loss_cls: 2.6043, loss: 2.6043, grad_norm: 2.3300 2021-07-09 09:59:50,085 - mmaction - INFO - Epoch [92][600/1879] lr: 7.193e-02, eta: 3 days, 7:24:50, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6645, loss_cls: 2.6006, loss: 2.6006, grad_norm: 2.3524 2021-07-09 10:00:07,613 - mmaction - INFO - Epoch [92][620/1879] lr: 7.193e-02, eta: 3 days, 7:24:30, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6680, loss_cls: 2.5822, loss: 2.5822, grad_norm: 2.3453 2021-07-09 10:00:25,060 - mmaction - INFO - Epoch [92][640/1879] lr: 7.193e-02, eta: 3 days, 7:24:10, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6434, loss_cls: 2.6849, loss: 2.6849, grad_norm: 2.3399 2021-07-09 10:00:42,487 - mmaction - INFO - Epoch [92][660/1879] lr: 7.193e-02, eta: 3 days, 7:23:49, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6637, loss_cls: 2.6229, loss: 2.6229, grad_norm: 2.3526 2021-07-09 10:00:59,955 - mmaction - INFO - Epoch [92][680/1879] lr: 7.193e-02, eta: 3 days, 7:23:29, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6633, loss_cls: 2.6309, loss: 2.6309, grad_norm: 2.4460 2021-07-09 10:01:17,389 - mmaction - INFO - Epoch [92][700/1879] lr: 7.193e-02, eta: 3 days, 7:23:09, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6695, loss_cls: 2.6026, loss: 2.6026, grad_norm: 2.3703 2021-07-09 10:01:34,803 - mmaction - INFO - Epoch [92][720/1879] lr: 7.193e-02, eta: 3 days, 7:22:48, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6555, loss_cls: 2.6518, loss: 2.6518, grad_norm: 2.3409 2021-07-09 10:01:52,150 - mmaction - INFO - Epoch [92][740/1879] lr: 7.193e-02, eta: 3 days, 7:22:28, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6516, loss_cls: 2.6457, loss: 2.6457, grad_norm: 2.3897 2021-07-09 10:02:09,687 - mmaction - INFO - Epoch [92][760/1879] lr: 7.193e-02, eta: 3 days, 7:22:08, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6668, loss_cls: 2.6195, loss: 2.6195, grad_norm: 2.3697 2021-07-09 10:02:27,088 - mmaction - INFO - Epoch [92][780/1879] lr: 7.193e-02, eta: 3 days, 7:21:47, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6621, loss_cls: 2.6183, loss: 2.6183, grad_norm: 2.4242 2021-07-09 10:02:44,507 - mmaction - INFO - Epoch [92][800/1879] lr: 7.193e-02, eta: 3 days, 7:21:27, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6527, loss_cls: 2.6508, loss: 2.6508, grad_norm: 2.3566 2021-07-09 10:03:02,019 - mmaction - INFO - Epoch [92][820/1879] lr: 7.193e-02, eta: 3 days, 7:21:07, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6484, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.3372 2021-07-09 10:03:19,456 - mmaction - INFO - Epoch [92][840/1879] lr: 7.193e-02, eta: 3 days, 7:20:46, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6598, loss_cls: 2.6325, loss: 2.6325, grad_norm: 2.3292 2021-07-09 10:03:36,854 - mmaction - INFO - Epoch [92][860/1879] lr: 7.193e-02, eta: 3 days, 7:20:26, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6566, loss_cls: 2.6320, loss: 2.6320, grad_norm: 2.3725 2021-07-09 10:03:54,344 - mmaction - INFO - Epoch [92][880/1879] lr: 7.193e-02, eta: 3 days, 7:20:06, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6531, loss_cls: 2.6722, loss: 2.6722, grad_norm: 2.3990 2021-07-09 10:04:11,812 - mmaction - INFO - Epoch [92][900/1879] lr: 7.193e-02, eta: 3 days, 7:19:45, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6453, loss_cls: 2.6991, loss: 2.6991, grad_norm: 2.4349 2021-07-09 10:04:29,262 - mmaction - INFO - Epoch [92][920/1879] lr: 7.193e-02, eta: 3 days, 7:19:25, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6531, loss_cls: 2.6846, loss: 2.6846, grad_norm: 2.3334 2021-07-09 10:04:46,687 - mmaction - INFO - Epoch [92][940/1879] lr: 7.193e-02, eta: 3 days, 7:19:05, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6480, loss_cls: 2.6869, loss: 2.6869, grad_norm: 2.3466 2021-07-09 10:05:04,112 - mmaction - INFO - Epoch [92][960/1879] lr: 7.193e-02, eta: 3 days, 7:18:44, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6703, loss_cls: 2.5762, loss: 2.5762, grad_norm: 2.3667 2021-07-09 10:05:21,541 - mmaction - INFO - Epoch [92][980/1879] lr: 7.193e-02, eta: 3 days, 7:18:24, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6977, loss_cls: 2.4809, loss: 2.4809, grad_norm: 2.3349 2021-07-09 10:05:39,049 - mmaction - INFO - Epoch [92][1000/1879] lr: 7.193e-02, eta: 3 days, 7:18:04, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6566, loss_cls: 2.6571, loss: 2.6571, grad_norm: 2.3754 2021-07-09 10:05:56,467 - mmaction - INFO - Epoch [92][1020/1879] lr: 7.193e-02, eta: 3 days, 7:17:43, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6629, loss_cls: 2.6638, loss: 2.6638, grad_norm: 2.3947 2021-07-09 10:06:13,927 - mmaction - INFO - Epoch [92][1040/1879] lr: 7.193e-02, eta: 3 days, 7:17:23, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6508, loss_cls: 2.6578, loss: 2.6578, grad_norm: 2.3004 2021-07-09 10:06:31,280 - mmaction - INFO - Epoch [92][1060/1879] lr: 7.193e-02, eta: 3 days, 7:17:03, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6574, loss_cls: 2.6535, loss: 2.6535, grad_norm: 2.3235 2021-07-09 10:06:48,630 - mmaction - INFO - Epoch [92][1080/1879] lr: 7.193e-02, eta: 3 days, 7:16:42, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6703, loss_cls: 2.5955, loss: 2.5955, grad_norm: 2.3640 2021-07-09 10:07:06,308 - mmaction - INFO - Epoch [92][1100/1879] lr: 7.193e-02, eta: 3 days, 7:16:22, time: 0.884, data_time: 0.002, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6520, loss_cls: 2.6395, loss: 2.6395, grad_norm: 2.3020 2021-07-09 10:07:23,739 - mmaction - INFO - Epoch [92][1120/1879] lr: 7.193e-02, eta: 3 days, 7:16:02, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6582, loss_cls: 2.6571, loss: 2.6571, grad_norm: 2.3068 2021-07-09 10:07:41,142 - mmaction - INFO - Epoch [92][1140/1879] lr: 7.193e-02, eta: 3 days, 7:15:41, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6680, loss_cls: 2.6786, loss: 2.6786, grad_norm: 2.4002 2021-07-09 10:07:58,554 - mmaction - INFO - Epoch [92][1160/1879] lr: 7.193e-02, eta: 3 days, 7:15:21, time: 0.871, data_time: 0.008, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6605, loss_cls: 2.6518, loss: 2.6518, grad_norm: 2.3667 2021-07-09 10:08:15,977 - mmaction - INFO - Epoch [92][1180/1879] lr: 7.193e-02, eta: 3 days, 7:15:01, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6582, loss_cls: 2.6506, loss: 2.6506, grad_norm: 2.2890 2021-07-09 10:08:33,421 - mmaction - INFO - Epoch [92][1200/1879] lr: 7.193e-02, eta: 3 days, 7:14:40, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6625, loss_cls: 2.6481, loss: 2.6481, grad_norm: 2.3155 2021-07-09 10:08:50,872 - mmaction - INFO - Epoch [92][1220/1879] lr: 7.193e-02, eta: 3 days, 7:14:20, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6480, loss_cls: 2.6732, loss: 2.6732, grad_norm: 2.3609 2021-07-09 10:09:08,370 - mmaction - INFO - Epoch [92][1240/1879] lr: 7.193e-02, eta: 3 days, 7:14:00, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6684, loss_cls: 2.5646, loss: 2.5646, grad_norm: 2.3140 2021-07-09 10:09:25,712 - mmaction - INFO - Epoch [92][1260/1879] lr: 7.193e-02, eta: 3 days, 7:13:39, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6562, loss_cls: 2.6943, loss: 2.6943, grad_norm: 2.3612 2021-07-09 10:09:43,150 - mmaction - INFO - Epoch [92][1280/1879] lr: 7.193e-02, eta: 3 days, 7:13:19, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6637, loss_cls: 2.6158, loss: 2.6158, grad_norm: 2.3702 2021-07-09 10:10:00,726 - mmaction - INFO - Epoch [92][1300/1879] lr: 7.193e-02, eta: 3 days, 7:12:59, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6367, loss_cls: 2.7139, loss: 2.7139, grad_norm: 2.3453 2021-07-09 10:10:18,252 - mmaction - INFO - Epoch [92][1320/1879] lr: 7.193e-02, eta: 3 days, 7:12:39, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6621, loss_cls: 2.6103, loss: 2.6103, grad_norm: 2.2742 2021-07-09 10:10:35,707 - mmaction - INFO - Epoch [92][1340/1879] lr: 7.193e-02, eta: 3 days, 7:12:18, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6480, loss_cls: 2.6165, loss: 2.6165, grad_norm: 2.3095 2021-07-09 10:10:53,159 - mmaction - INFO - Epoch [92][1360/1879] lr: 7.193e-02, eta: 3 days, 7:11:58, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6539, loss_cls: 2.6061, loss: 2.6061, grad_norm: 2.3753 2021-07-09 10:11:10,581 - mmaction - INFO - Epoch [92][1380/1879] lr: 7.193e-02, eta: 3 days, 7:11:38, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3926, top5_acc: 0.6383, loss_cls: 2.7007, loss: 2.7007, grad_norm: 2.3688 2021-07-09 10:11:27,913 - mmaction - INFO - Epoch [92][1400/1879] lr: 7.193e-02, eta: 3 days, 7:11:17, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6562, loss_cls: 2.6458, loss: 2.6458, grad_norm: 2.3455 2021-07-09 10:11:45,437 - mmaction - INFO - Epoch [92][1420/1879] lr: 7.193e-02, eta: 3 days, 7:10:57, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6652, loss_cls: 2.6253, loss: 2.6253, grad_norm: 2.3547 2021-07-09 10:12:02,855 - mmaction - INFO - Epoch [92][1440/1879] lr: 7.193e-02, eta: 3 days, 7:10:37, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6543, loss_cls: 2.6620, loss: 2.6620, grad_norm: 2.3264 2021-07-09 10:12:20,320 - mmaction - INFO - Epoch [92][1460/1879] lr: 7.193e-02, eta: 3 days, 7:10:16, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6477, loss_cls: 2.7044, loss: 2.7044, grad_norm: 2.2947 2021-07-09 10:12:37,808 - mmaction - INFO - Epoch [92][1480/1879] lr: 7.193e-02, eta: 3 days, 7:09:56, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6793, loss_cls: 2.5409, loss: 2.5409, grad_norm: 2.3064 2021-07-09 10:12:55,251 - mmaction - INFO - Epoch [92][1500/1879] lr: 7.193e-02, eta: 3 days, 7:09:36, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6617, loss_cls: 2.6101, loss: 2.6101, grad_norm: 2.3063 2021-07-09 10:13:12,723 - mmaction - INFO - Epoch [92][1520/1879] lr: 7.193e-02, eta: 3 days, 7:09:16, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6578, loss_cls: 2.6527, loss: 2.6527, grad_norm: 2.3535 2021-07-09 10:13:30,124 - mmaction - INFO - Epoch [92][1540/1879] lr: 7.193e-02, eta: 3 days, 7:08:55, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6637, loss_cls: 2.6508, loss: 2.6508, grad_norm: 2.3682 2021-07-09 10:13:47,587 - mmaction - INFO - Epoch [92][1560/1879] lr: 7.193e-02, eta: 3 days, 7:08:35, time: 0.871, data_time: 0.000, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6543, loss_cls: 2.6304, loss: 2.6304, grad_norm: 2.3322 2021-07-09 10:14:04,975 - mmaction - INFO - Epoch [92][1580/1879] lr: 7.193e-02, eta: 3 days, 7:08:15, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6605, loss_cls: 2.6226, loss: 2.6226, grad_norm: 2.3088 2021-07-09 10:14:22,427 - mmaction - INFO - Epoch [92][1600/1879] lr: 7.193e-02, eta: 3 days, 7:07:54, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6645, loss_cls: 2.6102, loss: 2.6102, grad_norm: 2.3597 2021-07-09 10:14:40,118 - mmaction - INFO - Epoch [92][1620/1879] lr: 7.193e-02, eta: 3 days, 7:07:34, time: 0.885, data_time: 0.002, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6586, loss_cls: 2.6287, loss: 2.6287, grad_norm: 2.2978 2021-07-09 10:14:57,556 - mmaction - INFO - Epoch [92][1640/1879] lr: 7.193e-02, eta: 3 days, 7:07:14, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3895, top5_acc: 0.6355, loss_cls: 2.7348, loss: 2.7348, grad_norm: 2.3744 2021-07-09 10:15:15,136 - mmaction - INFO - Epoch [92][1660/1879] lr: 7.193e-02, eta: 3 days, 7:06:54, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3930, top5_acc: 0.6578, loss_cls: 2.6707, loss: 2.6707, grad_norm: 2.3906 2021-07-09 10:15:32,606 - mmaction - INFO - Epoch [92][1680/1879] lr: 7.193e-02, eta: 3 days, 7:06:34, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6609, loss_cls: 2.6730, loss: 2.6730, grad_norm: 2.3490 2021-07-09 10:15:50,119 - mmaction - INFO - Epoch [92][1700/1879] lr: 7.193e-02, eta: 3 days, 7:06:14, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6605, loss_cls: 2.6505, loss: 2.6505, grad_norm: 2.3300 2021-07-09 10:16:07,702 - mmaction - INFO - Epoch [92][1720/1879] lr: 7.193e-02, eta: 3 days, 7:05:53, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6621, loss_cls: 2.6637, loss: 2.6637, grad_norm: 2.2950 2021-07-09 10:16:25,173 - mmaction - INFO - Epoch [92][1740/1879] lr: 7.193e-02, eta: 3 days, 7:05:33, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6484, loss_cls: 2.6871, loss: 2.6871, grad_norm: 2.3783 2021-07-09 10:16:42,618 - mmaction - INFO - Epoch [92][1760/1879] lr: 7.193e-02, eta: 3 days, 7:05:13, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6641, loss_cls: 2.6053, loss: 2.6053, grad_norm: 2.3571 2021-07-09 10:17:00,200 - mmaction - INFO - Epoch [92][1780/1879] lr: 7.193e-02, eta: 3 days, 7:04:53, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6617, loss_cls: 2.5869, loss: 2.5869, grad_norm: 2.3898 2021-07-09 10:17:17,591 - mmaction - INFO - Epoch [92][1800/1879] lr: 7.193e-02, eta: 3 days, 7:04:33, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6641, loss_cls: 2.6004, loss: 2.6004, grad_norm: 2.3387 2021-07-09 10:17:35,038 - mmaction - INFO - Epoch [92][1820/1879] lr: 7.193e-02, eta: 3 days, 7:04:12, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3914, top5_acc: 0.6480, loss_cls: 2.6892, loss: 2.6892, grad_norm: 2.3686 2021-07-09 10:17:52,540 - mmaction - INFO - Epoch [92][1840/1879] lr: 7.193e-02, eta: 3 days, 7:03:52, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6617, loss_cls: 2.6475, loss: 2.6475, grad_norm: 2.3860 2021-07-09 10:18:10,029 - mmaction - INFO - Epoch [92][1860/1879] lr: 7.193e-02, eta: 3 days, 7:03:32, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6414, loss_cls: 2.7435, loss: 2.7435, grad_norm: 2.3541 2021-07-09 10:18:35,998 - mmaction - INFO - Saving checkpoint at 92 epochs 2021-07-09 10:21:07,551 - mmaction - INFO - Epoch [93][20/1879] lr: 7.138e-02, eta: 3 days, 7:06:19, time: 7.514, data_time: 6.458, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6508, loss_cls: 2.6789, loss: 2.6789, grad_norm: 2.3480 2021-07-09 10:21:24,578 - mmaction - INFO - Epoch [93][40/1879] lr: 7.138e-02, eta: 3 days, 7:05:58, time: 0.852, data_time: 0.008, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6668, loss_cls: 2.5969, loss: 2.5969, grad_norm: 2.3017 2021-07-09 10:21:41,729 - mmaction - INFO - Epoch [93][60/1879] lr: 7.138e-02, eta: 3 days, 7:05:37, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6719, loss_cls: 2.6380, loss: 2.6380, grad_norm: 2.3909 2021-07-09 10:21:59,089 - mmaction - INFO - Epoch [93][80/1879] lr: 7.138e-02, eta: 3 days, 7:05:17, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6543, loss_cls: 2.7272, loss: 2.7272, grad_norm: 2.3718 2021-07-09 10:22:16,409 - mmaction - INFO - Epoch [93][100/1879] lr: 7.138e-02, eta: 3 days, 7:04:56, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6785, loss_cls: 2.5179, loss: 2.5179, grad_norm: 2.2991 2021-07-09 10:22:33,722 - mmaction - INFO - Epoch [93][120/1879] lr: 7.138e-02, eta: 3 days, 7:04:36, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6707, loss_cls: 2.6283, loss: 2.6283, grad_norm: 2.4115 2021-07-09 10:22:51,128 - mmaction - INFO - Epoch [93][140/1879] lr: 7.138e-02, eta: 3 days, 7:04:15, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6637, loss_cls: 2.5829, loss: 2.5829, grad_norm: 2.3772 2021-07-09 10:23:08,473 - mmaction - INFO - Epoch [93][160/1879] lr: 7.138e-02, eta: 3 days, 7:03:55, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6789, loss_cls: 2.5355, loss: 2.5355, grad_norm: 2.2925 2021-07-09 10:23:25,975 - mmaction - INFO - Epoch [93][180/1879] lr: 7.138e-02, eta: 3 days, 7:03:35, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6531, loss_cls: 2.6622, loss: 2.6622, grad_norm: 2.3728 2021-07-09 10:23:43,301 - mmaction - INFO - Epoch [93][200/1879] lr: 7.138e-02, eta: 3 days, 7:03:14, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6645, loss_cls: 2.6306, loss: 2.6306, grad_norm: 2.4030 2021-07-09 10:24:00,832 - mmaction - INFO - Epoch [93][220/1879] lr: 7.138e-02, eta: 3 days, 7:02:54, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6586, loss_cls: 2.6501, loss: 2.6501, grad_norm: 2.3970 2021-07-09 10:24:18,136 - mmaction - INFO - Epoch [93][240/1879] lr: 7.138e-02, eta: 3 days, 7:02:33, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6664, loss_cls: 2.6527, loss: 2.6527, grad_norm: 2.3465 2021-07-09 10:24:35,445 - mmaction - INFO - Epoch [93][260/1879] lr: 7.138e-02, eta: 3 days, 7:02:13, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6457, loss_cls: 2.6995, loss: 2.6995, grad_norm: 2.3391 2021-07-09 10:24:52,843 - mmaction - INFO - Epoch [93][280/1879] lr: 7.138e-02, eta: 3 days, 7:01:52, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6625, loss_cls: 2.5447, loss: 2.5447, grad_norm: 2.2996 2021-07-09 10:25:10,340 - mmaction - INFO - Epoch [93][300/1879] lr: 7.138e-02, eta: 3 days, 7:01:32, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6766, loss_cls: 2.5981, loss: 2.5981, grad_norm: 2.3338 2021-07-09 10:25:27,674 - mmaction - INFO - Epoch [93][320/1879] lr: 7.138e-02, eta: 3 days, 7:01:12, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6469, loss_cls: 2.6665, loss: 2.6665, grad_norm: 2.3606 2021-07-09 10:25:44,983 - mmaction - INFO - Epoch [93][340/1879] lr: 7.138e-02, eta: 3 days, 7:00:51, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6648, loss_cls: 2.6350, loss: 2.6350, grad_norm: 2.3382 2021-07-09 10:26:02,366 - mmaction - INFO - Epoch [93][360/1879] lr: 7.138e-02, eta: 3 days, 7:00:31, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6582, loss_cls: 2.6175, loss: 2.6175, grad_norm: 2.2583 2021-07-09 10:26:19,770 - mmaction - INFO - Epoch [93][380/1879] lr: 7.138e-02, eta: 3 days, 7:00:10, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6625, loss_cls: 2.6355, loss: 2.6355, grad_norm: 2.3272 2021-07-09 10:26:37,235 - mmaction - INFO - Epoch [93][400/1879] lr: 7.138e-02, eta: 3 days, 6:59:50, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6430, loss_cls: 2.6978, loss: 2.6978, grad_norm: 2.3874 2021-07-09 10:26:54,681 - mmaction - INFO - Epoch [93][420/1879] lr: 7.138e-02, eta: 3 days, 6:59:30, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6543, loss_cls: 2.6628, loss: 2.6628, grad_norm: 2.3822 2021-07-09 10:27:12,069 - mmaction - INFO - Epoch [93][440/1879] lr: 7.138e-02, eta: 3 days, 6:59:09, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6676, loss_cls: 2.5588, loss: 2.5588, grad_norm: 2.3575 2021-07-09 10:27:29,403 - mmaction - INFO - Epoch [93][460/1879] lr: 7.138e-02, eta: 3 days, 6:58:49, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6590, loss_cls: 2.6500, loss: 2.6500, grad_norm: 2.3808 2021-07-09 10:27:46,779 - mmaction - INFO - Epoch [93][480/1879] lr: 7.138e-02, eta: 3 days, 6:58:28, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6605, loss_cls: 2.6249, loss: 2.6249, grad_norm: 2.3565 2021-07-09 10:28:04,112 - mmaction - INFO - Epoch [93][500/1879] lr: 7.138e-02, eta: 3 days, 6:58:08, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6586, loss_cls: 2.6530, loss: 2.6530, grad_norm: 2.4215 2021-07-09 10:28:21,557 - mmaction - INFO - Epoch [93][520/1879] lr: 7.138e-02, eta: 3 days, 6:57:47, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6641, loss_cls: 2.5906, loss: 2.5906, grad_norm: 2.3583 2021-07-09 10:28:38,830 - mmaction - INFO - Epoch [93][540/1879] lr: 7.138e-02, eta: 3 days, 6:57:27, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6617, loss_cls: 2.6215, loss: 2.6215, grad_norm: 2.3329 2021-07-09 10:28:56,199 - mmaction - INFO - Epoch [93][560/1879] lr: 7.138e-02, eta: 3 days, 6:57:06, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6473, loss_cls: 2.6882, loss: 2.6882, grad_norm: 2.3991 2021-07-09 10:29:13,634 - mmaction - INFO - Epoch [93][580/1879] lr: 7.138e-02, eta: 3 days, 6:56:46, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6434, loss_cls: 2.7095, loss: 2.7095, grad_norm: 2.3484 2021-07-09 10:29:31,011 - mmaction - INFO - Epoch [93][600/1879] lr: 7.138e-02, eta: 3 days, 6:56:26, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6766, loss_cls: 2.5820, loss: 2.5820, grad_norm: 2.3168 2021-07-09 10:29:48,379 - mmaction - INFO - Epoch [93][620/1879] lr: 7.138e-02, eta: 3 days, 6:56:05, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6594, loss_cls: 2.6249, loss: 2.6249, grad_norm: 2.3366 2021-07-09 10:30:05,774 - mmaction - INFO - Epoch [93][640/1879] lr: 7.138e-02, eta: 3 days, 6:55:45, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6715, loss_cls: 2.6261, loss: 2.6261, grad_norm: 2.3418 2021-07-09 10:30:23,100 - mmaction - INFO - Epoch [93][660/1879] lr: 7.138e-02, eta: 3 days, 6:55:24, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6508, loss_cls: 2.6655, loss: 2.6655, grad_norm: 2.3757 2021-07-09 10:30:40,535 - mmaction - INFO - Epoch [93][680/1879] lr: 7.138e-02, eta: 3 days, 6:55:04, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6434, loss_cls: 2.6619, loss: 2.6619, grad_norm: 2.3337 2021-07-09 10:30:57,916 - mmaction - INFO - Epoch [93][700/1879] lr: 7.138e-02, eta: 3 days, 6:54:43, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6578, loss_cls: 2.6551, loss: 2.6551, grad_norm: 2.3654 2021-07-09 10:31:15,256 - mmaction - INFO - Epoch [93][720/1879] lr: 7.138e-02, eta: 3 days, 6:54:23, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6770, loss_cls: 2.5420, loss: 2.5420, grad_norm: 2.3674 2021-07-09 10:31:32,700 - mmaction - INFO - Epoch [93][740/1879] lr: 7.138e-02, eta: 3 days, 6:54:03, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6680, loss_cls: 2.6493, loss: 2.6493, grad_norm: 2.4142 2021-07-09 10:31:50,076 - mmaction - INFO - Epoch [93][760/1879] lr: 7.138e-02, eta: 3 days, 6:53:42, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6547, loss_cls: 2.6734, loss: 2.6734, grad_norm: 2.3305 2021-07-09 10:32:07,512 - mmaction - INFO - Epoch [93][780/1879] lr: 7.138e-02, eta: 3 days, 6:53:22, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6582, loss_cls: 2.6192, loss: 2.6192, grad_norm: 2.3206 2021-07-09 10:32:24,903 - mmaction - INFO - Epoch [93][800/1879] lr: 7.138e-02, eta: 3 days, 6:53:01, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6543, loss_cls: 2.6346, loss: 2.6346, grad_norm: 2.3864 2021-07-09 10:32:42,458 - mmaction - INFO - Epoch [93][820/1879] lr: 7.138e-02, eta: 3 days, 6:52:41, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6668, loss_cls: 2.6316, loss: 2.6316, grad_norm: 2.3595 2021-07-09 10:32:59,646 - mmaction - INFO - Epoch [93][840/1879] lr: 7.138e-02, eta: 3 days, 6:52:21, time: 0.861, data_time: 0.004, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6629, loss_cls: 2.6612, loss: 2.6612, grad_norm: 2.3182 2021-07-09 10:33:17,120 - mmaction - INFO - Epoch [93][860/1879] lr: 7.138e-02, eta: 3 days, 6:52:00, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6555, loss_cls: 2.6831, loss: 2.6831, grad_norm: 2.3645 2021-07-09 10:33:34,598 - mmaction - INFO - Epoch [93][880/1879] lr: 7.138e-02, eta: 3 days, 6:51:40, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6750, loss_cls: 2.5875, loss: 2.5875, grad_norm: 2.2949 2021-07-09 10:33:52,064 - mmaction - INFO - Epoch [93][900/1879] lr: 7.138e-02, eta: 3 days, 6:51:20, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6594, loss_cls: 2.6413, loss: 2.6413, grad_norm: 2.3144 2021-07-09 10:34:09,406 - mmaction - INFO - Epoch [93][920/1879] lr: 7.138e-02, eta: 3 days, 6:50:59, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6754, loss_cls: 2.6110, loss: 2.6110, grad_norm: 2.3169 2021-07-09 10:34:26,938 - mmaction - INFO - Epoch [93][940/1879] lr: 7.138e-02, eta: 3 days, 6:50:39, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6609, loss_cls: 2.5847, loss: 2.5847, grad_norm: 2.3263 2021-07-09 10:34:44,303 - mmaction - INFO - Epoch [93][960/1879] lr: 7.138e-02, eta: 3 days, 6:50:19, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6523, loss_cls: 2.6831, loss: 2.6831, grad_norm: 2.4053 2021-07-09 10:35:01,697 - mmaction - INFO - Epoch [93][980/1879] lr: 7.138e-02, eta: 3 days, 6:49:58, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6711, loss_cls: 2.6175, loss: 2.6175, grad_norm: 2.3626 2021-07-09 10:35:19,198 - mmaction - INFO - Epoch [93][1000/1879] lr: 7.138e-02, eta: 3 days, 6:49:38, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6523, loss_cls: 2.6573, loss: 2.6573, grad_norm: 2.4089 2021-07-09 10:35:36,603 - mmaction - INFO - Epoch [93][1020/1879] lr: 7.138e-02, eta: 3 days, 6:49:18, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6629, loss_cls: 2.6225, loss: 2.6225, grad_norm: 2.3406 2021-07-09 10:35:53,957 - mmaction - INFO - Epoch [93][1040/1879] lr: 7.138e-02, eta: 3 days, 6:48:57, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6594, loss_cls: 2.6533, loss: 2.6533, grad_norm: 2.3553 2021-07-09 10:36:11,324 - mmaction - INFO - Epoch [93][1060/1879] lr: 7.138e-02, eta: 3 days, 6:48:37, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6594, loss_cls: 2.6693, loss: 2.6693, grad_norm: 2.4573 2021-07-09 10:36:28,798 - mmaction - INFO - Epoch [93][1080/1879] lr: 7.138e-02, eta: 3 days, 6:48:17, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6641, loss_cls: 2.6294, loss: 2.6294, grad_norm: 2.3751 2021-07-09 10:36:46,329 - mmaction - INFO - Epoch [93][1100/1879] lr: 7.138e-02, eta: 3 days, 6:47:56, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6508, loss_cls: 2.6379, loss: 2.6379, grad_norm: 2.4305 2021-07-09 10:37:03,720 - mmaction - INFO - Epoch [93][1120/1879] lr: 7.138e-02, eta: 3 days, 6:47:36, time: 0.871, data_time: 0.007, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.6950, loss: 2.6950, grad_norm: 2.3761 2021-07-09 10:37:21,094 - mmaction - INFO - Epoch [93][1140/1879] lr: 7.138e-02, eta: 3 days, 6:47:16, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6492, loss_cls: 2.6539, loss: 2.6539, grad_norm: 2.3360 2021-07-09 10:37:38,466 - mmaction - INFO - Epoch [93][1160/1879] lr: 7.138e-02, eta: 3 days, 6:46:55, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6449, loss_cls: 2.7108, loss: 2.7108, grad_norm: 2.3305 2021-07-09 10:37:55,886 - mmaction - INFO - Epoch [93][1180/1879] lr: 7.138e-02, eta: 3 days, 6:46:35, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6566, loss_cls: 2.6560, loss: 2.6560, grad_norm: 2.3460 2021-07-09 10:38:13,234 - mmaction - INFO - Epoch [93][1200/1879] lr: 7.138e-02, eta: 3 days, 6:46:14, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6582, loss_cls: 2.7068, loss: 2.7068, grad_norm: 2.3461 2021-07-09 10:38:30,595 - mmaction - INFO - Epoch [93][1220/1879] lr: 7.138e-02, eta: 3 days, 6:45:54, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6508, loss_cls: 2.6781, loss: 2.6781, grad_norm: 2.3706 2021-07-09 10:38:48,101 - mmaction - INFO - Epoch [93][1240/1879] lr: 7.138e-02, eta: 3 days, 6:45:34, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6484, loss_cls: 2.6739, loss: 2.6739, grad_norm: 2.3699 2021-07-09 10:39:05,628 - mmaction - INFO - Epoch [93][1260/1879] lr: 7.138e-02, eta: 3 days, 6:45:14, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6629, loss_cls: 2.5698, loss: 2.5698, grad_norm: 2.3122 2021-07-09 10:39:23,096 - mmaction - INFO - Epoch [93][1280/1879] lr: 7.138e-02, eta: 3 days, 6:44:53, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6625, loss_cls: 2.6009, loss: 2.6009, grad_norm: 2.3314 2021-07-09 10:39:40,471 - mmaction - INFO - Epoch [93][1300/1879] lr: 7.138e-02, eta: 3 days, 6:44:33, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6754, loss_cls: 2.6453, loss: 2.6453, grad_norm: 2.3753 2021-07-09 10:39:57,869 - mmaction - INFO - Epoch [93][1320/1879] lr: 7.138e-02, eta: 3 days, 6:44:13, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6641, loss_cls: 2.6363, loss: 2.6363, grad_norm: 2.3751 2021-07-09 10:40:15,370 - mmaction - INFO - Epoch [93][1340/1879] lr: 7.138e-02, eta: 3 days, 6:43:52, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6738, loss_cls: 2.6245, loss: 2.6245, grad_norm: 2.4318 2021-07-09 10:40:32,878 - mmaction - INFO - Epoch [93][1360/1879] lr: 7.138e-02, eta: 3 days, 6:43:32, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6582, loss_cls: 2.6053, loss: 2.6053, grad_norm: 2.3873 2021-07-09 10:40:50,345 - mmaction - INFO - Epoch [93][1380/1879] lr: 7.138e-02, eta: 3 days, 6:43:12, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6617, loss_cls: 2.6673, loss: 2.6673, grad_norm: 2.3631 2021-07-09 10:41:07,777 - mmaction - INFO - Epoch [93][1400/1879] lr: 7.138e-02, eta: 3 days, 6:42:52, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6598, loss_cls: 2.6307, loss: 2.6307, grad_norm: 2.3478 2021-07-09 10:41:25,198 - mmaction - INFO - Epoch [93][1420/1879] lr: 7.138e-02, eta: 3 days, 6:42:31, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6656, loss_cls: 2.5956, loss: 2.5956, grad_norm: 2.3386 2021-07-09 10:41:42,669 - mmaction - INFO - Epoch [93][1440/1879] lr: 7.138e-02, eta: 3 days, 6:42:11, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6625, loss_cls: 2.6166, loss: 2.6166, grad_norm: 2.4257 2021-07-09 10:42:00,141 - mmaction - INFO - Epoch [93][1460/1879] lr: 7.138e-02, eta: 3 days, 6:41:51, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6570, loss_cls: 2.6148, loss: 2.6148, grad_norm: 2.3468 2021-07-09 10:42:17,530 - mmaction - INFO - Epoch [93][1480/1879] lr: 7.138e-02, eta: 3 days, 6:41:30, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3836, top5_acc: 0.6570, loss_cls: 2.7480, loss: 2.7480, grad_norm: 2.3551 2021-07-09 10:42:34,909 - mmaction - INFO - Epoch [93][1500/1879] lr: 7.138e-02, eta: 3 days, 6:41:10, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6430, loss_cls: 2.7034, loss: 2.7034, grad_norm: 2.3399 2021-07-09 10:42:52,302 - mmaction - INFO - Epoch [93][1520/1879] lr: 7.138e-02, eta: 3 days, 6:40:50, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6613, loss_cls: 2.6389, loss: 2.6389, grad_norm: 2.3006 2021-07-09 10:43:09,752 - mmaction - INFO - Epoch [93][1540/1879] lr: 7.138e-02, eta: 3 days, 6:40:29, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6559, loss_cls: 2.6691, loss: 2.6691, grad_norm: 2.2928 2021-07-09 10:43:27,158 - mmaction - INFO - Epoch [93][1560/1879] lr: 7.138e-02, eta: 3 days, 6:40:09, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6617, loss_cls: 2.6600, loss: 2.6600, grad_norm: 2.3343 2021-07-09 10:43:44,638 - mmaction - INFO - Epoch [93][1580/1879] lr: 7.138e-02, eta: 3 days, 6:39:49, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6836, loss_cls: 2.5898, loss: 2.5898, grad_norm: 2.3424 2021-07-09 10:44:02,040 - mmaction - INFO - Epoch [93][1600/1879] lr: 7.138e-02, eta: 3 days, 6:39:28, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6488, loss_cls: 2.6792, loss: 2.6792, grad_norm: 2.3470 2021-07-09 10:44:19,353 - mmaction - INFO - Epoch [93][1620/1879] lr: 7.138e-02, eta: 3 days, 6:39:08, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6680, loss_cls: 2.6450, loss: 2.6450, grad_norm: 2.3617 2021-07-09 10:44:36,777 - mmaction - INFO - Epoch [93][1640/1879] lr: 7.138e-02, eta: 3 days, 6:38:48, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6535, loss_cls: 2.6782, loss: 2.6782, grad_norm: 2.3715 2021-07-09 10:44:54,164 - mmaction - INFO - Epoch [93][1660/1879] lr: 7.138e-02, eta: 3 days, 6:38:27, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6578, loss_cls: 2.6301, loss: 2.6301, grad_norm: 2.3346 2021-07-09 10:45:11,595 - mmaction - INFO - Epoch [93][1680/1879] lr: 7.138e-02, eta: 3 days, 6:38:07, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6734, loss_cls: 2.5615, loss: 2.5615, grad_norm: 2.2988 2021-07-09 10:45:29,028 - mmaction - INFO - Epoch [93][1700/1879] lr: 7.138e-02, eta: 3 days, 6:37:47, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6438, loss_cls: 2.7127, loss: 2.7127, grad_norm: 2.3784 2021-07-09 10:45:46,491 - mmaction - INFO - Epoch [93][1720/1879] lr: 7.138e-02, eta: 3 days, 6:37:26, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6621, loss_cls: 2.6889, loss: 2.6889, grad_norm: 2.2881 2021-07-09 10:46:03,863 - mmaction - INFO - Epoch [93][1740/1879] lr: 7.138e-02, eta: 3 days, 6:37:06, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6500, loss_cls: 2.6644, loss: 2.6644, grad_norm: 2.2955 2021-07-09 10:46:21,364 - mmaction - INFO - Epoch [93][1760/1879] lr: 7.138e-02, eta: 3 days, 6:36:46, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6621, loss_cls: 2.6121, loss: 2.6121, grad_norm: 2.2611 2021-07-09 10:46:38,677 - mmaction - INFO - Epoch [93][1780/1879] lr: 7.138e-02, eta: 3 days, 6:36:25, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6711, loss_cls: 2.6206, loss: 2.6206, grad_norm: 2.3630 2021-07-09 10:46:55,986 - mmaction - INFO - Epoch [93][1800/1879] lr: 7.138e-02, eta: 3 days, 6:36:05, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6625, loss_cls: 2.6205, loss: 2.6205, grad_norm: 2.3229 2021-07-09 10:47:13,442 - mmaction - INFO - Epoch [93][1820/1879] lr: 7.138e-02, eta: 3 days, 6:35:44, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6645, loss_cls: 2.6074, loss: 2.6074, grad_norm: 2.3516 2021-07-09 10:47:30,788 - mmaction - INFO - Epoch [93][1840/1879] lr: 7.138e-02, eta: 3 days, 6:35:24, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6531, loss_cls: 2.6690, loss: 2.6690, grad_norm: 2.3633 2021-07-09 10:47:48,244 - mmaction - INFO - Epoch [93][1860/1879] lr: 7.138e-02, eta: 3 days, 6:35:04, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6711, loss_cls: 2.5764, loss: 2.5764, grad_norm: 2.3539 2021-07-09 10:50:31,223 - mmaction - INFO - Epoch [94][20/1879] lr: 7.082e-02, eta: 3 days, 6:37:30, time: 6.990, data_time: 6.076, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6684, loss_cls: 2.6010, loss: 2.6010, grad_norm: 2.3172 2021-07-09 10:50:48,107 - mmaction - INFO - Epoch [94][40/1879] lr: 7.082e-02, eta: 3 days, 6:37:08, time: 0.843, data_time: 0.007, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6711, loss_cls: 2.5761, loss: 2.5761, grad_norm: 2.3321 2021-07-09 10:51:05,290 - mmaction - INFO - Epoch [94][60/1879] lr: 7.082e-02, eta: 3 days, 6:36:48, time: 0.861, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6574, loss_cls: 2.6385, loss: 2.6385, grad_norm: 2.3818 2021-07-09 10:51:22,575 - mmaction - INFO - Epoch [94][80/1879] lr: 7.082e-02, eta: 3 days, 6:36:27, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6777, loss_cls: 2.5807, loss: 2.5807, grad_norm: 2.4059 2021-07-09 10:51:39,962 - mmaction - INFO - Epoch [94][100/1879] lr: 7.082e-02, eta: 3 days, 6:36:07, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6828, loss_cls: 2.5365, loss: 2.5365, grad_norm: 2.3815 2021-07-09 10:51:57,463 - mmaction - INFO - Epoch [94][120/1879] lr: 7.082e-02, eta: 3 days, 6:35:46, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6742, loss_cls: 2.5445, loss: 2.5445, grad_norm: 2.3233 2021-07-09 10:52:14,836 - mmaction - INFO - Epoch [94][140/1879] lr: 7.082e-02, eta: 3 days, 6:35:26, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6855, loss_cls: 2.4687, loss: 2.4687, grad_norm: 2.2756 2021-07-09 10:52:32,308 - mmaction - INFO - Epoch [94][160/1879] lr: 7.082e-02, eta: 3 days, 6:35:06, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6527, loss_cls: 2.6357, loss: 2.6357, grad_norm: 2.3537 2021-07-09 10:52:49,695 - mmaction - INFO - Epoch [94][180/1879] lr: 7.082e-02, eta: 3 days, 6:34:45, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6594, loss_cls: 2.6269, loss: 2.6269, grad_norm: 2.4029 2021-07-09 10:53:07,058 - mmaction - INFO - Epoch [94][200/1879] lr: 7.082e-02, eta: 3 days, 6:34:25, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6746, loss_cls: 2.5705, loss: 2.5705, grad_norm: 2.3756 2021-07-09 10:53:24,493 - mmaction - INFO - Epoch [94][220/1879] lr: 7.082e-02, eta: 3 days, 6:34:04, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6555, loss_cls: 2.6566, loss: 2.6566, grad_norm: 2.3945 2021-07-09 10:53:41,840 - mmaction - INFO - Epoch [94][240/1879] lr: 7.082e-02, eta: 3 days, 6:33:44, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6602, loss_cls: 2.6190, loss: 2.6190, grad_norm: 2.3646 2021-07-09 10:53:59,376 - mmaction - INFO - Epoch [94][260/1879] lr: 7.082e-02, eta: 3 days, 6:33:24, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6594, loss_cls: 2.6548, loss: 2.6548, grad_norm: 2.3396 2021-07-09 10:54:16,684 - mmaction - INFO - Epoch [94][280/1879] lr: 7.082e-02, eta: 3 days, 6:33:03, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6727, loss_cls: 2.5675, loss: 2.5675, grad_norm: 2.3995 2021-07-09 10:54:34,170 - mmaction - INFO - Epoch [94][300/1879] lr: 7.082e-02, eta: 3 days, 6:32:43, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6562, loss_cls: 2.6333, loss: 2.6333, grad_norm: 2.4323 2021-07-09 10:54:51,630 - mmaction - INFO - Epoch [94][320/1879] lr: 7.082e-02, eta: 3 days, 6:32:23, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6645, loss_cls: 2.6371, loss: 2.6371, grad_norm: 2.3603 2021-07-09 10:55:08,985 - mmaction - INFO - Epoch [94][340/1879] lr: 7.082e-02, eta: 3 days, 6:32:02, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6562, loss_cls: 2.6416, loss: 2.6416, grad_norm: 2.3260 2021-07-09 10:55:26,432 - mmaction - INFO - Epoch [94][360/1879] lr: 7.082e-02, eta: 3 days, 6:31:42, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6586, loss_cls: 2.6377, loss: 2.6377, grad_norm: 2.3712 2021-07-09 10:55:43,885 - mmaction - INFO - Epoch [94][380/1879] lr: 7.082e-02, eta: 3 days, 6:31:22, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6676, loss_cls: 2.5979, loss: 2.5979, grad_norm: 2.3444 2021-07-09 10:56:01,432 - mmaction - INFO - Epoch [94][400/1879] lr: 7.082e-02, eta: 3 days, 6:31:02, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6590, loss_cls: 2.6383, loss: 2.6383, grad_norm: 2.3697 2021-07-09 10:56:18,794 - mmaction - INFO - Epoch [94][420/1879] lr: 7.082e-02, eta: 3 days, 6:30:41, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6598, loss_cls: 2.6059, loss: 2.6059, grad_norm: 2.3788 2021-07-09 10:56:36,216 - mmaction - INFO - Epoch [94][440/1879] lr: 7.082e-02, eta: 3 days, 6:30:21, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.6544, loss: 2.6544, grad_norm: 2.3337 2021-07-09 10:56:53,722 - mmaction - INFO - Epoch [94][460/1879] lr: 7.082e-02, eta: 3 days, 6:30:01, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6574, loss_cls: 2.6331, loss: 2.6331, grad_norm: 2.3455 2021-07-09 10:57:11,106 - mmaction - INFO - Epoch [94][480/1879] lr: 7.082e-02, eta: 3 days, 6:29:40, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6488, loss_cls: 2.6774, loss: 2.6774, grad_norm: 2.3579 2021-07-09 10:57:28,442 - mmaction - INFO - Epoch [94][500/1879] lr: 7.082e-02, eta: 3 days, 6:29:20, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6711, loss_cls: 2.5778, loss: 2.5778, grad_norm: 2.3933 2021-07-09 10:57:45,809 - mmaction - INFO - Epoch [94][520/1879] lr: 7.082e-02, eta: 3 days, 6:28:59, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6535, loss_cls: 2.6974, loss: 2.6974, grad_norm: 2.3465 2021-07-09 10:58:03,229 - mmaction - INFO - Epoch [94][540/1879] lr: 7.082e-02, eta: 3 days, 6:28:39, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6484, loss_cls: 2.7150, loss: 2.7150, grad_norm: 2.3217 2021-07-09 10:58:20,688 - mmaction - INFO - Epoch [94][560/1879] lr: 7.082e-02, eta: 3 days, 6:28:19, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6598, loss_cls: 2.5923, loss: 2.5923, grad_norm: 2.3630 2021-07-09 10:58:38,161 - mmaction - INFO - Epoch [94][580/1879] lr: 7.082e-02, eta: 3 days, 6:27:59, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6699, loss_cls: 2.5926, loss: 2.5926, grad_norm: 2.3142 2021-07-09 10:58:55,591 - mmaction - INFO - Epoch [94][600/1879] lr: 7.082e-02, eta: 3 days, 6:27:38, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6570, loss_cls: 2.6277, loss: 2.6277, grad_norm: 2.3924 2021-07-09 10:59:13,052 - mmaction - INFO - Epoch [94][620/1879] lr: 7.082e-02, eta: 3 days, 6:27:18, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6504, loss_cls: 2.6839, loss: 2.6839, grad_norm: 2.3656 2021-07-09 10:59:30,400 - mmaction - INFO - Epoch [94][640/1879] lr: 7.082e-02, eta: 3 days, 6:26:58, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6617, loss_cls: 2.6467, loss: 2.6467, grad_norm: 2.3737 2021-07-09 10:59:47,895 - mmaction - INFO - Epoch [94][660/1879] lr: 7.082e-02, eta: 3 days, 6:26:37, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6656, loss_cls: 2.6120, loss: 2.6120, grad_norm: 2.3511 2021-07-09 11:00:05,431 - mmaction - INFO - Epoch [94][680/1879] lr: 7.082e-02, eta: 3 days, 6:26:17, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6609, loss_cls: 2.6343, loss: 2.6343, grad_norm: 2.3387 2021-07-09 11:00:22,860 - mmaction - INFO - Epoch [94][700/1879] lr: 7.082e-02, eta: 3 days, 6:25:57, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6633, loss_cls: 2.6078, loss: 2.6078, grad_norm: 2.3636 2021-07-09 11:00:40,443 - mmaction - INFO - Epoch [94][720/1879] lr: 7.082e-02, eta: 3 days, 6:25:37, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6559, loss_cls: 2.5988, loss: 2.5988, grad_norm: 2.3794 2021-07-09 11:00:57,924 - mmaction - INFO - Epoch [94][740/1879] lr: 7.082e-02, eta: 3 days, 6:25:17, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6672, loss_cls: 2.6025, loss: 2.6025, grad_norm: 2.3389 2021-07-09 11:01:15,345 - mmaction - INFO - Epoch [94][760/1879] lr: 7.082e-02, eta: 3 days, 6:24:56, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6637, loss_cls: 2.6438, loss: 2.6438, grad_norm: 2.3762 2021-07-09 11:01:32,870 - mmaction - INFO - Epoch [94][780/1879] lr: 7.082e-02, eta: 3 days, 6:24:36, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6645, loss_cls: 2.6419, loss: 2.6419, grad_norm: 2.3891 2021-07-09 11:01:50,336 - mmaction - INFO - Epoch [94][800/1879] lr: 7.082e-02, eta: 3 days, 6:24:16, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6570, loss_cls: 2.6814, loss: 2.6814, grad_norm: 2.4262 2021-07-09 11:02:07,734 - mmaction - INFO - Epoch [94][820/1879] lr: 7.082e-02, eta: 3 days, 6:23:56, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6520, loss_cls: 2.6859, loss: 2.6859, grad_norm: 2.3890 2021-07-09 11:02:25,310 - mmaction - INFO - Epoch [94][840/1879] lr: 7.082e-02, eta: 3 days, 6:23:35, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6559, loss_cls: 2.6834, loss: 2.6834, grad_norm: 2.3253 2021-07-09 11:02:42,735 - mmaction - INFO - Epoch [94][860/1879] lr: 7.082e-02, eta: 3 days, 6:23:15, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6625, loss_cls: 2.6260, loss: 2.6260, grad_norm: 2.2822 2021-07-09 11:03:00,180 - mmaction - INFO - Epoch [94][880/1879] lr: 7.082e-02, eta: 3 days, 6:22:55, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6535, loss_cls: 2.6244, loss: 2.6244, grad_norm: 2.3493 2021-07-09 11:03:17,584 - mmaction - INFO - Epoch [94][900/1879] lr: 7.082e-02, eta: 3 days, 6:22:35, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6684, loss_cls: 2.6026, loss: 2.6026, grad_norm: 2.3842 2021-07-09 11:03:35,070 - mmaction - INFO - Epoch [94][920/1879] lr: 7.082e-02, eta: 3 days, 6:22:14, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6535, loss_cls: 2.6569, loss: 2.6569, grad_norm: 2.3798 2021-07-09 11:03:52,347 - mmaction - INFO - Epoch [94][940/1879] lr: 7.082e-02, eta: 3 days, 6:21:54, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6555, loss_cls: 2.6814, loss: 2.6814, grad_norm: 2.3796 2021-07-09 11:04:09,853 - mmaction - INFO - Epoch [94][960/1879] lr: 7.082e-02, eta: 3 days, 6:21:34, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6617, loss_cls: 2.6720, loss: 2.6720, grad_norm: 2.3517 2021-07-09 11:04:27,183 - mmaction - INFO - Epoch [94][980/1879] lr: 7.082e-02, eta: 3 days, 6:21:13, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6555, loss_cls: 2.6337, loss: 2.6337, grad_norm: 2.3777 2021-07-09 11:04:44,577 - mmaction - INFO - Epoch [94][1000/1879] lr: 7.082e-02, eta: 3 days, 6:20:53, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6836, loss_cls: 2.5579, loss: 2.5579, grad_norm: 2.3739 2021-07-09 11:05:01,967 - mmaction - INFO - Epoch [94][1020/1879] lr: 7.082e-02, eta: 3 days, 6:20:32, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6652, loss_cls: 2.5606, loss: 2.5606, grad_norm: 2.3114 2021-07-09 11:05:19,379 - mmaction - INFO - Epoch [94][1040/1879] lr: 7.082e-02, eta: 3 days, 6:20:12, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6539, loss_cls: 2.6464, loss: 2.6464, grad_norm: 2.3788 2021-07-09 11:05:36,872 - mmaction - INFO - Epoch [94][1060/1879] lr: 7.082e-02, eta: 3 days, 6:19:52, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6582, loss_cls: 2.6638, loss: 2.6638, grad_norm: 2.3641 2021-07-09 11:05:54,438 - mmaction - INFO - Epoch [94][1080/1879] lr: 7.082e-02, eta: 3 days, 6:19:32, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6492, loss_cls: 2.7108, loss: 2.7108, grad_norm: 2.3525 2021-07-09 11:06:11,939 - mmaction - INFO - Epoch [94][1100/1879] lr: 7.082e-02, eta: 3 days, 6:19:12, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6625, loss_cls: 2.6520, loss: 2.6520, grad_norm: 2.3067 2021-07-09 11:06:29,427 - mmaction - INFO - Epoch [94][1120/1879] lr: 7.082e-02, eta: 3 days, 6:18:51, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6813, loss_cls: 2.5407, loss: 2.5407, grad_norm: 2.3088 2021-07-09 11:06:46,822 - mmaction - INFO - Epoch [94][1140/1879] lr: 7.082e-02, eta: 3 days, 6:18:31, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6617, loss_cls: 2.6670, loss: 2.6670, grad_norm: 2.4201 2021-07-09 11:07:04,334 - mmaction - INFO - Epoch [94][1160/1879] lr: 7.082e-02, eta: 3 days, 6:18:11, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6676, loss_cls: 2.6498, loss: 2.6498, grad_norm: 2.4098 2021-07-09 11:07:21,736 - mmaction - INFO - Epoch [94][1180/1879] lr: 7.082e-02, eta: 3 days, 6:17:51, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.3879, top5_acc: 0.6457, loss_cls: 2.6470, loss: 2.6470, grad_norm: 2.3853 2021-07-09 11:07:39,289 - mmaction - INFO - Epoch [94][1200/1879] lr: 7.082e-02, eta: 3 days, 6:17:31, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6664, loss_cls: 2.6522, loss: 2.6522, grad_norm: 2.3608 2021-07-09 11:07:56,809 - mmaction - INFO - Epoch [94][1220/1879] lr: 7.082e-02, eta: 3 days, 6:17:10, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6664, loss_cls: 2.6221, loss: 2.6221, grad_norm: 2.4169 2021-07-09 11:08:14,283 - mmaction - INFO - Epoch [94][1240/1879] lr: 7.082e-02, eta: 3 days, 6:16:50, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6680, loss_cls: 2.5936, loss: 2.5936, grad_norm: 2.3242 2021-07-09 11:08:31,892 - mmaction - INFO - Epoch [94][1260/1879] lr: 7.082e-02, eta: 3 days, 6:16:30, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6680, loss_cls: 2.6579, loss: 2.6579, grad_norm: 2.3818 2021-07-09 11:08:49,283 - mmaction - INFO - Epoch [94][1280/1879] lr: 7.082e-02, eta: 3 days, 6:16:10, time: 0.871, data_time: 0.007, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6598, loss_cls: 2.6023, loss: 2.6023, grad_norm: 2.3570 2021-07-09 11:09:06,646 - mmaction - INFO - Epoch [94][1300/1879] lr: 7.082e-02, eta: 3 days, 6:15:49, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6449, loss_cls: 2.6550, loss: 2.6550, grad_norm: 2.3450 2021-07-09 11:09:24,075 - mmaction - INFO - Epoch [94][1320/1879] lr: 7.082e-02, eta: 3 days, 6:15:29, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6512, loss_cls: 2.6640, loss: 2.6640, grad_norm: 2.3455 2021-07-09 11:09:41,551 - mmaction - INFO - Epoch [94][1340/1879] lr: 7.082e-02, eta: 3 days, 6:15:09, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6684, loss_cls: 2.6397, loss: 2.6397, grad_norm: 2.3372 2021-07-09 11:09:58,966 - mmaction - INFO - Epoch [94][1360/1879] lr: 7.082e-02, eta: 3 days, 6:14:49, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6684, loss_cls: 2.6533, loss: 2.6533, grad_norm: 2.3891 2021-07-09 11:10:16,490 - mmaction - INFO - Epoch [94][1380/1879] lr: 7.082e-02, eta: 3 days, 6:14:28, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6672, loss_cls: 2.5957, loss: 2.5957, grad_norm: 2.3952 2021-07-09 11:10:33,940 - mmaction - INFO - Epoch [94][1400/1879] lr: 7.082e-02, eta: 3 days, 6:14:08, time: 0.877, data_time: 0.007, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6617, loss_cls: 2.6410, loss: 2.6410, grad_norm: 2.3611 2021-07-09 11:10:51,372 - mmaction - INFO - Epoch [94][1420/1879] lr: 7.082e-02, eta: 3 days, 6:13:48, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6648, loss_cls: 2.6210, loss: 2.6210, grad_norm: 2.3666 2021-07-09 11:11:08,860 - mmaction - INFO - Epoch [94][1440/1879] lr: 7.082e-02, eta: 3 days, 6:13:28, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6586, loss_cls: 2.6807, loss: 2.6807, grad_norm: 2.3563 2021-07-09 11:11:26,284 - mmaction - INFO - Epoch [94][1460/1879] lr: 7.082e-02, eta: 3 days, 6:13:07, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6516, loss_cls: 2.6709, loss: 2.6709, grad_norm: 2.3677 2021-07-09 11:11:43,771 - mmaction - INFO - Epoch [94][1480/1879] lr: 7.082e-02, eta: 3 days, 6:12:47, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6574, loss_cls: 2.6258, loss: 2.6258, grad_norm: 2.3476 2021-07-09 11:12:01,139 - mmaction - INFO - Epoch [94][1500/1879] lr: 7.082e-02, eta: 3 days, 6:12:27, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6516, loss_cls: 2.6296, loss: 2.6296, grad_norm: 2.3320 2021-07-09 11:12:18,571 - mmaction - INFO - Epoch [94][1520/1879] lr: 7.082e-02, eta: 3 days, 6:12:07, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6754, loss_cls: 2.5755, loss: 2.5755, grad_norm: 2.3429 2021-07-09 11:12:36,017 - mmaction - INFO - Epoch [94][1540/1879] lr: 7.082e-02, eta: 3 days, 6:11:46, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6609, loss_cls: 2.6222, loss: 2.6222, grad_norm: 2.4135 2021-07-09 11:12:53,451 - mmaction - INFO - Epoch [94][1560/1879] lr: 7.082e-02, eta: 3 days, 6:11:26, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6633, loss_cls: 2.5790, loss: 2.5790, grad_norm: 2.3655 2021-07-09 11:13:10,854 - mmaction - INFO - Epoch [94][1580/1879] lr: 7.082e-02, eta: 3 days, 6:11:06, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6813, loss_cls: 2.5206, loss: 2.5206, grad_norm: 2.3324 2021-07-09 11:13:28,218 - mmaction - INFO - Epoch [94][1600/1879] lr: 7.082e-02, eta: 3 days, 6:10:45, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6512, loss_cls: 2.6330, loss: 2.6330, grad_norm: 2.4042 2021-07-09 11:13:45,745 - mmaction - INFO - Epoch [94][1620/1879] lr: 7.082e-02, eta: 3 days, 6:10:25, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6586, loss_cls: 2.6543, loss: 2.6543, grad_norm: 2.3843 2021-07-09 11:14:03,142 - mmaction - INFO - Epoch [94][1640/1879] lr: 7.082e-02, eta: 3 days, 6:10:05, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6754, loss_cls: 2.5974, loss: 2.5974, grad_norm: 2.3303 2021-07-09 11:14:20,640 - mmaction - INFO - Epoch [94][1660/1879] lr: 7.082e-02, eta: 3 days, 6:09:45, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6430, loss_cls: 2.7091, loss: 2.7091, grad_norm: 2.4011 2021-07-09 11:14:38,098 - mmaction - INFO - Epoch [94][1680/1879] lr: 7.082e-02, eta: 3 days, 6:09:25, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6715, loss_cls: 2.5876, loss: 2.5876, grad_norm: 2.3472 2021-07-09 11:14:55,514 - mmaction - INFO - Epoch [94][1700/1879] lr: 7.082e-02, eta: 3 days, 6:09:04, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6719, loss_cls: 2.5828, loss: 2.5828, grad_norm: 2.3524 2021-07-09 11:15:13,150 - mmaction - INFO - Epoch [94][1720/1879] lr: 7.082e-02, eta: 3 days, 6:08:44, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6559, loss_cls: 2.6180, loss: 2.6180, grad_norm: 2.3840 2021-07-09 11:15:30,557 - mmaction - INFO - Epoch [94][1740/1879] lr: 7.082e-02, eta: 3 days, 6:08:24, time: 0.870, data_time: 0.007, memory: 6462, top1_acc: 0.3793, top5_acc: 0.6488, loss_cls: 2.7517, loss: 2.7517, grad_norm: 2.4459 2021-07-09 11:15:47,974 - mmaction - INFO - Epoch [94][1760/1879] lr: 7.082e-02, eta: 3 days, 6:08:04, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6801, loss_cls: 2.5786, loss: 2.5786, grad_norm: 2.3446 2021-07-09 11:16:05,536 - mmaction - INFO - Epoch [94][1780/1879] lr: 7.082e-02, eta: 3 days, 6:07:44, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6551, loss_cls: 2.6377, loss: 2.6377, grad_norm: 2.4165 2021-07-09 11:16:22,998 - mmaction - INFO - Epoch [94][1800/1879] lr: 7.082e-02, eta: 3 days, 6:07:23, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6457, loss_cls: 2.6703, loss: 2.6703, grad_norm: 2.3648 2021-07-09 11:16:40,479 - mmaction - INFO - Epoch [94][1820/1879] lr: 7.082e-02, eta: 3 days, 6:07:03, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6711, loss_cls: 2.5672, loss: 2.5672, grad_norm: 2.4028 2021-07-09 11:16:57,988 - mmaction - INFO - Epoch [94][1840/1879] lr: 7.082e-02, eta: 3 days, 6:06:43, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6570, loss_cls: 2.7093, loss: 2.7093, grad_norm: 2.3953 2021-07-09 11:17:15,385 - mmaction - INFO - Epoch [94][1860/1879] lr: 7.082e-02, eta: 3 days, 6:06:23, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6527, loss_cls: 2.7029, loss: 2.7029, grad_norm: 2.4209 2021-07-09 11:19:10,515 - mmaction - INFO - Epoch [95][20/1879] lr: 7.026e-02, eta: 3 days, 6:07:28, time: 4.730, data_time: 3.584, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6656, loss_cls: 2.6159, loss: 2.6159, grad_norm: 2.3546 2021-07-09 11:19:27,861 - mmaction - INFO - Epoch [95][40/1879] lr: 7.026e-02, eta: 3 days, 6:07:07, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6570, loss_cls: 2.6205, loss: 2.6205, grad_norm: 2.3447 2021-07-09 11:19:44,998 - mmaction - INFO - Epoch [95][60/1879] lr: 7.026e-02, eta: 3 days, 6:06:46, time: 0.858, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6605, loss_cls: 2.6115, loss: 2.6115, grad_norm: 2.2755 2021-07-09 11:20:02,377 - mmaction - INFO - Epoch [95][80/1879] lr: 7.026e-02, eta: 3 days, 6:06:26, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6691, loss_cls: 2.6057, loss: 2.6057, grad_norm: 2.3310 2021-07-09 11:20:19,828 - mmaction - INFO - Epoch [95][100/1879] lr: 7.026e-02, eta: 3 days, 6:06:06, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6762, loss_cls: 2.6180, loss: 2.6180, grad_norm: 2.3864 2021-07-09 11:20:37,182 - mmaction - INFO - Epoch [95][120/1879] lr: 7.026e-02, eta: 3 days, 6:05:45, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6598, loss_cls: 2.6403, loss: 2.6403, grad_norm: 2.3014 2021-07-09 11:20:54,712 - mmaction - INFO - Epoch [95][140/1879] lr: 7.026e-02, eta: 3 days, 6:05:25, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6664, loss_cls: 2.6327, loss: 2.6327, grad_norm: 2.3724 2021-07-09 11:21:12,164 - mmaction - INFO - Epoch [95][160/1879] lr: 7.026e-02, eta: 3 days, 6:05:05, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6730, loss_cls: 2.5670, loss: 2.5670, grad_norm: 2.3511 2021-07-09 11:21:29,525 - mmaction - INFO - Epoch [95][180/1879] lr: 7.026e-02, eta: 3 days, 6:04:45, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6566, loss_cls: 2.6183, loss: 2.6183, grad_norm: 2.3771 2021-07-09 11:21:46,831 - mmaction - INFO - Epoch [95][200/1879] lr: 7.026e-02, eta: 3 days, 6:04:24, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6578, loss_cls: 2.6521, loss: 2.6521, grad_norm: 2.3902 2021-07-09 11:22:04,261 - mmaction - INFO - Epoch [95][220/1879] lr: 7.026e-02, eta: 3 days, 6:04:04, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6781, loss_cls: 2.5439, loss: 2.5439, grad_norm: 2.3233 2021-07-09 11:22:21,705 - mmaction - INFO - Epoch [95][240/1879] lr: 7.026e-02, eta: 3 days, 6:03:44, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6836, loss_cls: 2.5731, loss: 2.5731, grad_norm: 2.3707 2021-07-09 11:22:39,104 - mmaction - INFO - Epoch [95][260/1879] lr: 7.026e-02, eta: 3 days, 6:03:23, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6559, loss_cls: 2.6248, loss: 2.6248, grad_norm: 2.3968 2021-07-09 11:22:56,632 - mmaction - INFO - Epoch [95][280/1879] lr: 7.026e-02, eta: 3 days, 6:03:03, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6445, loss_cls: 2.7063, loss: 2.7063, grad_norm: 2.3591 2021-07-09 11:23:14,034 - mmaction - INFO - Epoch [95][300/1879] lr: 7.026e-02, eta: 3 days, 6:02:43, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6598, loss_cls: 2.6530, loss: 2.6530, grad_norm: 2.3540 2021-07-09 11:23:31,591 - mmaction - INFO - Epoch [95][320/1879] lr: 7.026e-02, eta: 3 days, 6:02:23, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6676, loss_cls: 2.6309, loss: 2.6309, grad_norm: 2.3325 2021-07-09 11:23:49,037 - mmaction - INFO - Epoch [95][340/1879] lr: 7.026e-02, eta: 3 days, 6:02:03, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6770, loss_cls: 2.5845, loss: 2.5845, grad_norm: 2.3549 2021-07-09 11:24:06,603 - mmaction - INFO - Epoch [95][360/1879] lr: 7.026e-02, eta: 3 days, 6:01:42, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6590, loss_cls: 2.6324, loss: 2.6324, grad_norm: 2.3830 2021-07-09 11:24:24,048 - mmaction - INFO - Epoch [95][380/1879] lr: 7.026e-02, eta: 3 days, 6:01:22, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6754, loss_cls: 2.5482, loss: 2.5482, grad_norm: 2.3422 2021-07-09 11:24:41,561 - mmaction - INFO - Epoch [95][400/1879] lr: 7.026e-02, eta: 3 days, 6:01:02, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6723, loss_cls: 2.5830, loss: 2.5830, grad_norm: 2.4117 2021-07-09 11:24:58,991 - mmaction - INFO - Epoch [95][420/1879] lr: 7.026e-02, eta: 3 days, 6:00:42, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6516, loss_cls: 2.7259, loss: 2.7259, grad_norm: 2.4394 2021-07-09 11:25:16,561 - mmaction - INFO - Epoch [95][440/1879] lr: 7.026e-02, eta: 3 days, 6:00:22, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6629, loss_cls: 2.5912, loss: 2.5912, grad_norm: 2.3204 2021-07-09 11:25:34,075 - mmaction - INFO - Epoch [95][460/1879] lr: 7.026e-02, eta: 3 days, 6:00:02, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6668, loss_cls: 2.5971, loss: 2.5971, grad_norm: 2.3697 2021-07-09 11:25:51,663 - mmaction - INFO - Epoch [95][480/1879] lr: 7.026e-02, eta: 3 days, 5:59:42, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6605, loss_cls: 2.6255, loss: 2.6255, grad_norm: 2.4164 2021-07-09 11:26:09,073 - mmaction - INFO - Epoch [95][500/1879] lr: 7.026e-02, eta: 3 days, 5:59:21, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6496, loss_cls: 2.6997, loss: 2.6997, grad_norm: 2.3908 2021-07-09 11:26:26,640 - mmaction - INFO - Epoch [95][520/1879] lr: 7.026e-02, eta: 3 days, 5:59:01, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6621, loss_cls: 2.6629, loss: 2.6629, grad_norm: 2.3808 2021-07-09 11:26:44,171 - mmaction - INFO - Epoch [95][540/1879] lr: 7.026e-02, eta: 3 days, 5:58:41, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6555, loss_cls: 2.6327, loss: 2.6327, grad_norm: 2.3336 2021-07-09 11:27:01,734 - mmaction - INFO - Epoch [95][560/1879] lr: 7.026e-02, eta: 3 days, 5:58:21, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6562, loss_cls: 2.6350, loss: 2.6350, grad_norm: 2.4030 2021-07-09 11:27:19,304 - mmaction - INFO - Epoch [95][580/1879] lr: 7.026e-02, eta: 3 days, 5:58:01, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6551, loss_cls: 2.6591, loss: 2.6591, grad_norm: 2.3779 2021-07-09 11:27:36,702 - mmaction - INFO - Epoch [95][600/1879] lr: 7.026e-02, eta: 3 days, 5:57:41, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6551, loss_cls: 2.6598, loss: 2.6598, grad_norm: 2.3635 2021-07-09 11:27:54,168 - mmaction - INFO - Epoch [95][620/1879] lr: 7.026e-02, eta: 3 days, 5:57:21, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6551, loss_cls: 2.6756, loss: 2.6756, grad_norm: 2.3485 2021-07-09 11:28:11,740 - mmaction - INFO - Epoch [95][640/1879] lr: 7.026e-02, eta: 3 days, 5:57:01, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6797, loss_cls: 2.5000, loss: 2.5000, grad_norm: 2.3193 2021-07-09 11:28:29,104 - mmaction - INFO - Epoch [95][660/1879] lr: 7.026e-02, eta: 3 days, 5:56:40, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6668, loss_cls: 2.5914, loss: 2.5914, grad_norm: 2.3736 2021-07-09 11:28:46,657 - mmaction - INFO - Epoch [95][680/1879] lr: 7.026e-02, eta: 3 days, 5:56:20, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6586, loss_cls: 2.6170, loss: 2.6170, grad_norm: 2.3704 2021-07-09 11:29:04,054 - mmaction - INFO - Epoch [95][700/1879] lr: 7.026e-02, eta: 3 days, 5:56:00, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6602, loss_cls: 2.6322, loss: 2.6322, grad_norm: 2.3717 2021-07-09 11:29:21,433 - mmaction - INFO - Epoch [95][720/1879] lr: 7.026e-02, eta: 3 days, 5:55:39, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6828, loss_cls: 2.5194, loss: 2.5194, grad_norm: 2.3523 2021-07-09 11:29:38,844 - mmaction - INFO - Epoch [95][740/1879] lr: 7.026e-02, eta: 3 days, 5:55:19, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6621, loss_cls: 2.6197, loss: 2.6197, grad_norm: 2.3843 2021-07-09 11:29:56,219 - mmaction - INFO - Epoch [95][760/1879] lr: 7.026e-02, eta: 3 days, 5:54:59, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6598, loss_cls: 2.6444, loss: 2.6444, grad_norm: 2.3651 2021-07-09 11:30:13,698 - mmaction - INFO - Epoch [95][780/1879] lr: 7.026e-02, eta: 3 days, 5:54:39, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6539, loss_cls: 2.6182, loss: 2.6182, grad_norm: 2.3194 2021-07-09 11:30:31,241 - mmaction - INFO - Epoch [95][800/1879] lr: 7.026e-02, eta: 3 days, 5:54:18, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6672, loss_cls: 2.5992, loss: 2.5992, grad_norm: 2.3995 2021-07-09 11:30:48,714 - mmaction - INFO - Epoch [95][820/1879] lr: 7.026e-02, eta: 3 days, 5:53:58, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6691, loss_cls: 2.6152, loss: 2.6152, grad_norm: 2.3629 2021-07-09 11:31:06,133 - mmaction - INFO - Epoch [95][840/1879] lr: 7.026e-02, eta: 3 days, 5:53:38, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6473, loss_cls: 2.7070, loss: 2.7070, grad_norm: 2.3758 2021-07-09 11:31:23,475 - mmaction - INFO - Epoch [95][860/1879] lr: 7.026e-02, eta: 3 days, 5:53:18, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6594, loss_cls: 2.6404, loss: 2.6404, grad_norm: 2.3864 2021-07-09 11:31:40,878 - mmaction - INFO - Epoch [95][880/1879] lr: 7.026e-02, eta: 3 days, 5:52:57, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6527, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.3638 2021-07-09 11:31:58,254 - mmaction - INFO - Epoch [95][900/1879] lr: 7.026e-02, eta: 3 days, 5:52:37, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6723, loss_cls: 2.5723, loss: 2.5723, grad_norm: 2.2978 2021-07-09 11:32:15,709 - mmaction - INFO - Epoch [95][920/1879] lr: 7.026e-02, eta: 3 days, 5:52:17, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6785, loss_cls: 2.5700, loss: 2.5700, grad_norm: 2.3651 2021-07-09 11:32:33,082 - mmaction - INFO - Epoch [95][940/1879] lr: 7.026e-02, eta: 3 days, 5:51:56, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6746, loss_cls: 2.5720, loss: 2.5720, grad_norm: 2.3595 2021-07-09 11:32:50,636 - mmaction - INFO - Epoch [95][960/1879] lr: 7.026e-02, eta: 3 days, 5:51:36, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6742, loss_cls: 2.5693, loss: 2.5693, grad_norm: 2.3229 2021-07-09 11:33:08,137 - mmaction - INFO - Epoch [95][980/1879] lr: 7.026e-02, eta: 3 days, 5:51:16, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6566, loss_cls: 2.6511, loss: 2.6511, grad_norm: 2.3752 2021-07-09 11:33:25,497 - mmaction - INFO - Epoch [95][1000/1879] lr: 7.026e-02, eta: 3 days, 5:50:56, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6687, loss_cls: 2.5655, loss: 2.5655, grad_norm: 2.3750 2021-07-09 11:33:43,006 - mmaction - INFO - Epoch [95][1020/1879] lr: 7.026e-02, eta: 3 days, 5:50:36, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6543, loss_cls: 2.6365, loss: 2.6365, grad_norm: 2.3676 2021-07-09 11:34:00,420 - mmaction - INFO - Epoch [95][1040/1879] lr: 7.026e-02, eta: 3 days, 5:50:15, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6770, loss_cls: 2.5419, loss: 2.5419, grad_norm: 2.3543 2021-07-09 11:34:17,852 - mmaction - INFO - Epoch [95][1060/1879] lr: 7.026e-02, eta: 3 days, 5:49:55, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6449, loss_cls: 2.6785, loss: 2.6785, grad_norm: 2.3176 2021-07-09 11:34:35,259 - mmaction - INFO - Epoch [95][1080/1879] lr: 7.026e-02, eta: 3 days, 5:49:35, time: 0.868, data_time: 0.000, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6633, loss_cls: 2.6376, loss: 2.6376, grad_norm: 2.3634 2021-07-09 11:34:52,753 - mmaction - INFO - Epoch [95][1100/1879] lr: 7.026e-02, eta: 3 days, 5:49:15, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6738, loss_cls: 2.5774, loss: 2.5774, grad_norm: 2.3474 2021-07-09 11:35:10,384 - mmaction - INFO - Epoch [95][1120/1879] lr: 7.026e-02, eta: 3 days, 5:48:55, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6566, loss_cls: 2.6439, loss: 2.6439, grad_norm: 2.3998 2021-07-09 11:35:27,805 - mmaction - INFO - Epoch [95][1140/1879] lr: 7.026e-02, eta: 3 days, 5:48:35, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6621, loss_cls: 2.6082, loss: 2.6082, grad_norm: 2.3903 2021-07-09 11:35:45,331 - mmaction - INFO - Epoch [95][1160/1879] lr: 7.026e-02, eta: 3 days, 5:48:14, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6676, loss_cls: 2.6034, loss: 2.6034, grad_norm: 2.3944 2021-07-09 11:36:02,670 - mmaction - INFO - Epoch [95][1180/1879] lr: 7.026e-02, eta: 3 days, 5:47:54, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6750, loss_cls: 2.5836, loss: 2.5836, grad_norm: 2.3077 2021-07-09 11:36:20,257 - mmaction - INFO - Epoch [95][1200/1879] lr: 7.026e-02, eta: 3 days, 5:47:34, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6566, loss_cls: 2.6535, loss: 2.6535, grad_norm: 2.3564 2021-07-09 11:36:37,630 - mmaction - INFO - Epoch [95][1220/1879] lr: 7.026e-02, eta: 3 days, 5:47:14, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6520, loss_cls: 2.6800, loss: 2.6800, grad_norm: 2.3638 2021-07-09 11:36:55,055 - mmaction - INFO - Epoch [95][1240/1879] lr: 7.026e-02, eta: 3 days, 5:46:53, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.3973, top5_acc: 0.6367, loss_cls: 2.7392, loss: 2.7392, grad_norm: 2.3431 2021-07-09 11:37:12,711 - mmaction - INFO - Epoch [95][1260/1879] lr: 7.026e-02, eta: 3 days, 5:46:33, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6551, loss_cls: 2.6687, loss: 2.6687, grad_norm: 2.3538 2021-07-09 11:37:30,188 - mmaction - INFO - Epoch [95][1280/1879] lr: 7.026e-02, eta: 3 days, 5:46:13, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6547, loss_cls: 2.6005, loss: 2.6005, grad_norm: 2.3976 2021-07-09 11:37:47,692 - mmaction - INFO - Epoch [95][1300/1879] lr: 7.026e-02, eta: 3 days, 5:45:53, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6602, loss_cls: 2.6363, loss: 2.6363, grad_norm: 2.3807 2021-07-09 11:38:05,002 - mmaction - INFO - Epoch [95][1320/1879] lr: 7.026e-02, eta: 3 days, 5:45:33, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6590, loss_cls: 2.5995, loss: 2.5995, grad_norm: 2.3740 2021-07-09 11:38:22,450 - mmaction - INFO - Epoch [95][1340/1879] lr: 7.026e-02, eta: 3 days, 5:45:13, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6512, loss_cls: 2.6930, loss: 2.6930, grad_norm: 2.3857 2021-07-09 11:38:39,931 - mmaction - INFO - Epoch [95][1360/1879] lr: 7.026e-02, eta: 3 days, 5:44:52, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6648, loss_cls: 2.5883, loss: 2.5883, grad_norm: 2.3282 2021-07-09 11:38:57,265 - mmaction - INFO - Epoch [95][1380/1879] lr: 7.026e-02, eta: 3 days, 5:44:32, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6637, loss_cls: 2.5949, loss: 2.5949, grad_norm: 2.3689 2021-07-09 11:39:14,662 - mmaction - INFO - Epoch [95][1400/1879] lr: 7.026e-02, eta: 3 days, 5:44:12, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6648, loss_cls: 2.5972, loss: 2.5972, grad_norm: 2.3850 2021-07-09 11:39:32,072 - mmaction - INFO - Epoch [95][1420/1879] lr: 7.026e-02, eta: 3 days, 5:43:51, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6469, loss_cls: 2.7103, loss: 2.7103, grad_norm: 2.4655 2021-07-09 11:39:49,532 - mmaction - INFO - Epoch [95][1440/1879] lr: 7.026e-02, eta: 3 days, 5:43:31, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6578, loss_cls: 2.6867, loss: 2.6867, grad_norm: 2.4059 2021-07-09 11:40:06,971 - mmaction - INFO - Epoch [95][1460/1879] lr: 7.026e-02, eta: 3 days, 5:43:11, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6508, loss_cls: 2.6599, loss: 2.6599, grad_norm: 2.3540 2021-07-09 11:40:24,397 - mmaction - INFO - Epoch [95][1480/1879] lr: 7.026e-02, eta: 3 days, 5:42:51, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6707, loss_cls: 2.5532, loss: 2.5532, grad_norm: 2.3757 2021-07-09 11:40:41,828 - mmaction - INFO - Epoch [95][1500/1879] lr: 7.026e-02, eta: 3 days, 5:42:30, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6633, loss_cls: 2.6332, loss: 2.6332, grad_norm: 2.3855 2021-07-09 11:40:59,274 - mmaction - INFO - Epoch [95][1520/1879] lr: 7.026e-02, eta: 3 days, 5:42:10, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6426, loss_cls: 2.7322, loss: 2.7322, grad_norm: 2.4050 2021-07-09 11:41:16,754 - mmaction - INFO - Epoch [95][1540/1879] lr: 7.026e-02, eta: 3 days, 5:41:50, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6469, loss_cls: 2.6729, loss: 2.6729, grad_norm: 2.3881 2021-07-09 11:41:34,210 - mmaction - INFO - Epoch [95][1560/1879] lr: 7.026e-02, eta: 3 days, 5:41:30, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6449, loss_cls: 2.7014, loss: 2.7014, grad_norm: 2.3823 2021-07-09 11:41:51,542 - mmaction - INFO - Epoch [95][1580/1879] lr: 7.026e-02, eta: 3 days, 5:41:10, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6684, loss_cls: 2.6347, loss: 2.6347, grad_norm: 2.3966 2021-07-09 11:42:08,870 - mmaction - INFO - Epoch [95][1600/1879] lr: 7.026e-02, eta: 3 days, 5:40:49, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6500, loss_cls: 2.6546, loss: 2.6546, grad_norm: 2.3199 2021-07-09 11:42:26,244 - mmaction - INFO - Epoch [95][1620/1879] lr: 7.026e-02, eta: 3 days, 5:40:29, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6523, loss_cls: 2.6990, loss: 2.6990, grad_norm: 2.3731 2021-07-09 11:42:43,782 - mmaction - INFO - Epoch [95][1640/1879] lr: 7.026e-02, eta: 3 days, 5:40:09, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6758, loss_cls: 2.5649, loss: 2.5649, grad_norm: 2.3002 2021-07-09 11:43:01,225 - mmaction - INFO - Epoch [95][1660/1879] lr: 7.026e-02, eta: 3 days, 5:39:49, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6672, loss_cls: 2.6281, loss: 2.6281, grad_norm: 2.3569 2021-07-09 11:43:18,661 - mmaction - INFO - Epoch [95][1680/1879] lr: 7.026e-02, eta: 3 days, 5:39:28, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6727, loss_cls: 2.5881, loss: 2.5881, grad_norm: 2.3901 2021-07-09 11:43:36,064 - mmaction - INFO - Epoch [95][1700/1879] lr: 7.026e-02, eta: 3 days, 5:39:08, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6566, loss_cls: 2.6579, loss: 2.6579, grad_norm: 2.4054 2021-07-09 11:43:53,491 - mmaction - INFO - Epoch [95][1720/1879] lr: 7.026e-02, eta: 3 days, 5:38:48, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6590, loss_cls: 2.6382, loss: 2.6382, grad_norm: 2.4240 2021-07-09 11:44:10,897 - mmaction - INFO - Epoch [95][1740/1879] lr: 7.026e-02, eta: 3 days, 5:38:27, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6469, loss_cls: 2.6760, loss: 2.6760, grad_norm: 2.4125 2021-07-09 11:44:28,396 - mmaction - INFO - Epoch [95][1760/1879] lr: 7.026e-02, eta: 3 days, 5:38:07, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6551, loss_cls: 2.6592, loss: 2.6592, grad_norm: 2.3847 2021-07-09 11:44:45,848 - mmaction - INFO - Epoch [95][1780/1879] lr: 7.026e-02, eta: 3 days, 5:37:47, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6727, loss_cls: 2.5678, loss: 2.5678, grad_norm: 2.3249 2021-07-09 11:45:03,157 - mmaction - INFO - Epoch [95][1800/1879] lr: 7.026e-02, eta: 3 days, 5:37:27, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6531, loss_cls: 2.6867, loss: 2.6867, grad_norm: 2.3855 2021-07-09 11:45:20,619 - mmaction - INFO - Epoch [95][1820/1879] lr: 7.026e-02, eta: 3 days, 5:37:07, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6527, loss_cls: 2.6734, loss: 2.6734, grad_norm: 2.3254 2021-07-09 11:45:38,034 - mmaction - INFO - Epoch [95][1840/1879] lr: 7.026e-02, eta: 3 days, 5:36:46, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6629, loss_cls: 2.6191, loss: 2.6191, grad_norm: 2.3740 2021-07-09 11:45:55,464 - mmaction - INFO - Epoch [95][1860/1879] lr: 7.026e-02, eta: 3 days, 5:36:26, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3949, top5_acc: 0.6473, loss_cls: 2.6971, loss: 2.6971, grad_norm: 2.3311 2021-07-09 11:50:01,189 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 11:50:02,018 - mmaction - INFO - top1_acc 0.4739 top5_acc 0.7389 2021-07-09 11:50:02,019 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 11:50:02,073 - mmaction - INFO - mean_acc 0.4737 2021-07-09 11:50:02,752 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_95.pth. 2021-07-09 11:50:02,752 - mmaction - INFO - Best top1_acc is 0.4739 at 95 epoch. 2021-07-09 11:50:02,759 - mmaction - INFO - Epoch(val) [95][155] top1_acc: 0.4739, top5_acc: 0.7389, mean_class_accuracy: 0.4737 2021-07-09 11:51:37,483 - mmaction - INFO - Epoch [96][20/1879] lr: 6.970e-02, eta: 3 days, 5:37:30, time: 4.734, data_time: 3.391, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6594, loss_cls: 2.6375, loss: 2.6375, grad_norm: 2.4044 2021-07-09 11:51:54,602 - mmaction - INFO - Epoch [96][40/1879] lr: 6.970e-02, eta: 3 days, 5:37:09, time: 0.855, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6508, loss_cls: 2.6279, loss: 2.6279, grad_norm: 2.3638 2021-07-09 11:52:11,674 - mmaction - INFO - Epoch [96][60/1879] lr: 6.970e-02, eta: 3 days, 5:36:48, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6648, loss_cls: 2.5798, loss: 2.5798, grad_norm: 2.3483 2021-07-09 11:52:29,071 - mmaction - INFO - Epoch [96][80/1879] lr: 6.970e-02, eta: 3 days, 5:36:28, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6695, loss_cls: 2.5273, loss: 2.5273, grad_norm: 2.3404 2021-07-09 11:52:46,359 - mmaction - INFO - Epoch [96][100/1879] lr: 6.970e-02, eta: 3 days, 5:36:07, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6586, loss_cls: 2.5937, loss: 2.5937, grad_norm: 2.4066 2021-07-09 11:53:03,836 - mmaction - INFO - Epoch [96][120/1879] lr: 6.970e-02, eta: 3 days, 5:35:47, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6543, loss_cls: 2.6099, loss: 2.6099, grad_norm: 2.3457 2021-07-09 11:53:21,269 - mmaction - INFO - Epoch [96][140/1879] lr: 6.970e-02, eta: 3 days, 5:35:27, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6566, loss_cls: 2.6986, loss: 2.6986, grad_norm: 2.3831 2021-07-09 11:53:38,748 - mmaction - INFO - Epoch [96][160/1879] lr: 6.970e-02, eta: 3 days, 5:35:07, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6852, loss_cls: 2.5351, loss: 2.5351, grad_norm: 2.3540 2021-07-09 11:53:56,076 - mmaction - INFO - Epoch [96][180/1879] lr: 6.970e-02, eta: 3 days, 5:34:46, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6637, loss_cls: 2.6373, loss: 2.6373, grad_norm: 2.4243 2021-07-09 11:54:13,536 - mmaction - INFO - Epoch [96][200/1879] lr: 6.970e-02, eta: 3 days, 5:34:26, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6855, loss_cls: 2.5401, loss: 2.5401, grad_norm: 2.2953 2021-07-09 11:54:30,975 - mmaction - INFO - Epoch [96][220/1879] lr: 6.970e-02, eta: 3 days, 5:34:06, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6676, loss_cls: 2.6107, loss: 2.6107, grad_norm: 2.3389 2021-07-09 11:54:48,445 - mmaction - INFO - Epoch [96][240/1879] lr: 6.970e-02, eta: 3 days, 5:33:45, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6863, loss_cls: 2.5081, loss: 2.5081, grad_norm: 2.3649 2021-07-09 11:55:05,916 - mmaction - INFO - Epoch [96][260/1879] lr: 6.970e-02, eta: 3 days, 5:33:25, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6633, loss_cls: 2.6462, loss: 2.6462, grad_norm: 2.4361 2021-07-09 11:55:23,383 - mmaction - INFO - Epoch [96][280/1879] lr: 6.970e-02, eta: 3 days, 5:33:05, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6766, loss_cls: 2.5318, loss: 2.5318, grad_norm: 2.3787 2021-07-09 11:55:40,770 - mmaction - INFO - Epoch [96][300/1879] lr: 6.970e-02, eta: 3 days, 5:32:45, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6645, loss_cls: 2.5660, loss: 2.5660, grad_norm: 2.3798 2021-07-09 11:55:58,231 - mmaction - INFO - Epoch [96][320/1879] lr: 6.970e-02, eta: 3 days, 5:32:25, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6641, loss_cls: 2.5881, loss: 2.5881, grad_norm: 2.3646 2021-07-09 11:56:15,643 - mmaction - INFO - Epoch [96][340/1879] lr: 6.970e-02, eta: 3 days, 5:32:04, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6594, loss_cls: 2.6866, loss: 2.6866, grad_norm: 2.4007 2021-07-09 11:56:33,056 - mmaction - INFO - Epoch [96][360/1879] lr: 6.970e-02, eta: 3 days, 5:31:44, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6641, loss_cls: 2.6054, loss: 2.6054, grad_norm: 2.3465 2021-07-09 11:56:50,474 - mmaction - INFO - Epoch [96][380/1879] lr: 6.970e-02, eta: 3 days, 5:31:24, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6590, loss_cls: 2.6272, loss: 2.6272, grad_norm: 2.3966 2021-07-09 11:57:07,931 - mmaction - INFO - Epoch [96][400/1879] lr: 6.970e-02, eta: 3 days, 5:31:04, time: 0.873, data_time: 0.008, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6477, loss_cls: 2.6448, loss: 2.6448, grad_norm: 2.4093 2021-07-09 11:57:25,268 - mmaction - INFO - Epoch [96][420/1879] lr: 6.970e-02, eta: 3 days, 5:30:43, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6828, loss_cls: 2.4863, loss: 2.4863, grad_norm: 2.3821 2021-07-09 11:57:42,735 - mmaction - INFO - Epoch [96][440/1879] lr: 6.970e-02, eta: 3 days, 5:30:23, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6410, loss_cls: 2.7024, loss: 2.7024, grad_norm: 2.3983 2021-07-09 11:58:00,141 - mmaction - INFO - Epoch [96][460/1879] lr: 6.970e-02, eta: 3 days, 5:30:03, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6566, loss_cls: 2.6400, loss: 2.6400, grad_norm: 2.3795 2021-07-09 11:58:17,616 - mmaction - INFO - Epoch [96][480/1879] lr: 6.970e-02, eta: 3 days, 5:29:43, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6711, loss_cls: 2.5936, loss: 2.5936, grad_norm: 2.3588 2021-07-09 11:58:34,959 - mmaction - INFO - Epoch [96][500/1879] lr: 6.970e-02, eta: 3 days, 5:29:22, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6578, loss_cls: 2.6185, loss: 2.6185, grad_norm: 2.3704 2021-07-09 11:58:52,444 - mmaction - INFO - Epoch [96][520/1879] lr: 6.970e-02, eta: 3 days, 5:29:02, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6656, loss_cls: 2.5985, loss: 2.5985, grad_norm: 2.3355 2021-07-09 11:59:09,773 - mmaction - INFO - Epoch [96][540/1879] lr: 6.970e-02, eta: 3 days, 5:28:42, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6586, loss_cls: 2.6323, loss: 2.6323, grad_norm: 2.3972 2021-07-09 11:59:27,430 - mmaction - INFO - Epoch [96][560/1879] lr: 6.970e-02, eta: 3 days, 5:28:22, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6629, loss_cls: 2.5955, loss: 2.5955, grad_norm: 2.3258 2021-07-09 11:59:44,846 - mmaction - INFO - Epoch [96][580/1879] lr: 6.970e-02, eta: 3 days, 5:28:02, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6699, loss_cls: 2.5877, loss: 2.5877, grad_norm: 2.3682 2021-07-09 12:00:02,435 - mmaction - INFO - Epoch [96][600/1879] lr: 6.970e-02, eta: 3 days, 5:27:42, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6613, loss_cls: 2.6354, loss: 2.6354, grad_norm: 2.4008 2021-07-09 12:00:22,248 - mmaction - INFO - Epoch [96][620/1879] lr: 6.970e-02, eta: 3 days, 5:27:25, time: 0.991, data_time: 0.003, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6504, loss_cls: 2.6358, loss: 2.6358, grad_norm: 2.3725 2021-07-09 12:00:39,650 - mmaction - INFO - Epoch [96][640/1879] lr: 6.970e-02, eta: 3 days, 5:27:05, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6602, loss_cls: 2.6456, loss: 2.6456, grad_norm: 2.3223 2021-07-09 12:00:57,143 - mmaction - INFO - Epoch [96][660/1879] lr: 6.970e-02, eta: 3 days, 5:26:45, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6664, loss_cls: 2.5847, loss: 2.5847, grad_norm: 2.3524 2021-07-09 12:01:14,682 - mmaction - INFO - Epoch [96][680/1879] lr: 6.970e-02, eta: 3 days, 5:26:25, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6598, loss_cls: 2.6187, loss: 2.6187, grad_norm: 2.3919 2021-07-09 12:01:32,082 - mmaction - INFO - Epoch [96][700/1879] lr: 6.970e-02, eta: 3 days, 5:26:05, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6789, loss_cls: 2.4948, loss: 2.4948, grad_norm: 2.3219 2021-07-09 12:01:49,529 - mmaction - INFO - Epoch [96][720/1879] lr: 6.970e-02, eta: 3 days, 5:25:45, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6609, loss_cls: 2.5954, loss: 2.5954, grad_norm: 2.3507 2021-07-09 12:02:07,131 - mmaction - INFO - Epoch [96][740/1879] lr: 6.970e-02, eta: 3 days, 5:25:25, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6695, loss_cls: 2.6570, loss: 2.6570, grad_norm: 2.3874 2021-07-09 12:02:24,482 - mmaction - INFO - Epoch [96][760/1879] lr: 6.970e-02, eta: 3 days, 5:25:04, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6648, loss_cls: 2.6697, loss: 2.6697, grad_norm: 2.3590 2021-07-09 12:02:41,998 - mmaction - INFO - Epoch [96][780/1879] lr: 6.970e-02, eta: 3 days, 5:24:44, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6500, loss_cls: 2.6728, loss: 2.6728, grad_norm: 2.3954 2021-07-09 12:02:59,380 - mmaction - INFO - Epoch [96][800/1879] lr: 6.970e-02, eta: 3 days, 5:24:24, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6508, loss_cls: 2.6653, loss: 2.6653, grad_norm: 2.3463 2021-07-09 12:03:16,779 - mmaction - INFO - Epoch [96][820/1879] lr: 6.970e-02, eta: 3 days, 5:24:04, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6707, loss_cls: 2.6428, loss: 2.6428, grad_norm: 2.3693 2021-07-09 12:03:34,250 - mmaction - INFO - Epoch [96][840/1879] lr: 6.970e-02, eta: 3 days, 5:23:43, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6527, loss_cls: 2.6484, loss: 2.6484, grad_norm: 2.4058 2021-07-09 12:03:51,731 - mmaction - INFO - Epoch [96][860/1879] lr: 6.970e-02, eta: 3 days, 5:23:23, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.3937, top5_acc: 0.6562, loss_cls: 2.6736, loss: 2.6736, grad_norm: 2.3460 2021-07-09 12:04:09,190 - mmaction - INFO - Epoch [96][880/1879] lr: 6.970e-02, eta: 3 days, 5:23:03, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6664, loss_cls: 2.6270, loss: 2.6270, grad_norm: 2.3891 2021-07-09 12:04:26,752 - mmaction - INFO - Epoch [96][900/1879] lr: 6.970e-02, eta: 3 days, 5:22:43, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6695, loss_cls: 2.6155, loss: 2.6155, grad_norm: 2.3667 2021-07-09 12:04:44,216 - mmaction - INFO - Epoch [96][920/1879] lr: 6.970e-02, eta: 3 days, 5:22:23, time: 0.874, data_time: 0.010, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6586, loss_cls: 2.6560, loss: 2.6560, grad_norm: 2.3656 2021-07-09 12:05:01,694 - mmaction - INFO - Epoch [96][940/1879] lr: 6.970e-02, eta: 3 days, 5:22:03, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6555, loss_cls: 2.6348, loss: 2.6348, grad_norm: 2.3246 2021-07-09 12:05:19,119 - mmaction - INFO - Epoch [96][960/1879] lr: 6.970e-02, eta: 3 days, 5:21:43, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6738, loss_cls: 2.5812, loss: 2.5812, grad_norm: 2.3647 2021-07-09 12:05:36,633 - mmaction - INFO - Epoch [96][980/1879] lr: 6.970e-02, eta: 3 days, 5:21:22, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6785, loss_cls: 2.5536, loss: 2.5536, grad_norm: 2.3937 2021-07-09 12:05:54,144 - mmaction - INFO - Epoch [96][1000/1879] lr: 6.970e-02, eta: 3 days, 5:21:02, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6672, loss_cls: 2.6243, loss: 2.6243, grad_norm: 2.4156 2021-07-09 12:06:11,646 - mmaction - INFO - Epoch [96][1020/1879] lr: 6.970e-02, eta: 3 days, 5:20:42, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6562, loss_cls: 2.6427, loss: 2.6427, grad_norm: 2.4324 2021-07-09 12:06:29,155 - mmaction - INFO - Epoch [96][1040/1879] lr: 6.970e-02, eta: 3 days, 5:20:22, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6656, loss_cls: 2.5934, loss: 2.5934, grad_norm: 2.3873 2021-07-09 12:06:46,724 - mmaction - INFO - Epoch [96][1060/1879] lr: 6.970e-02, eta: 3 days, 5:20:02, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6449, loss_cls: 2.7031, loss: 2.7031, grad_norm: 2.3982 2021-07-09 12:07:04,143 - mmaction - INFO - Epoch [96][1080/1879] lr: 6.970e-02, eta: 3 days, 5:19:42, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6438, loss_cls: 2.6775, loss: 2.6775, grad_norm: 2.3592 2021-07-09 12:07:21,557 - mmaction - INFO - Epoch [96][1100/1879] lr: 6.970e-02, eta: 3 days, 5:19:22, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6523, loss_cls: 2.6260, loss: 2.6260, grad_norm: 2.3982 2021-07-09 12:07:38,935 - mmaction - INFO - Epoch [96][1120/1879] lr: 6.970e-02, eta: 3 days, 5:19:01, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6559, loss_cls: 2.6380, loss: 2.6380, grad_norm: 2.4580 2021-07-09 12:07:56,478 - mmaction - INFO - Epoch [96][1140/1879] lr: 6.970e-02, eta: 3 days, 5:18:41, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6520, loss_cls: 2.6749, loss: 2.6749, grad_norm: 2.3477 2021-07-09 12:08:14,062 - mmaction - INFO - Epoch [96][1160/1879] lr: 6.970e-02, eta: 3 days, 5:18:21, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6613, loss_cls: 2.6356, loss: 2.6356, grad_norm: 2.4088 2021-07-09 12:08:31,501 - mmaction - INFO - Epoch [96][1180/1879] lr: 6.970e-02, eta: 3 days, 5:18:01, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6766, loss_cls: 2.5979, loss: 2.5979, grad_norm: 2.3431 2021-07-09 12:08:48,983 - mmaction - INFO - Epoch [96][1200/1879] lr: 6.970e-02, eta: 3 days, 5:17:41, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6652, loss_cls: 2.6009, loss: 2.6009, grad_norm: 2.3552 2021-07-09 12:09:06,420 - mmaction - INFO - Epoch [96][1220/1879] lr: 6.970e-02, eta: 3 days, 5:17:21, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6656, loss_cls: 2.6067, loss: 2.6067, grad_norm: 2.3201 2021-07-09 12:09:23,905 - mmaction - INFO - Epoch [96][1240/1879] lr: 6.970e-02, eta: 3 days, 5:17:01, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6613, loss_cls: 2.6207, loss: 2.6207, grad_norm: 2.3574 2021-07-09 12:09:41,327 - mmaction - INFO - Epoch [96][1260/1879] lr: 6.970e-02, eta: 3 days, 5:16:41, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6621, loss_cls: 2.5963, loss: 2.5963, grad_norm: 2.3971 2021-07-09 12:09:58,690 - mmaction - INFO - Epoch [96][1280/1879] lr: 6.970e-02, eta: 3 days, 5:16:20, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6578, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.4233 2021-07-09 12:10:16,227 - mmaction - INFO - Epoch [96][1300/1879] lr: 6.970e-02, eta: 3 days, 5:16:00, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6625, loss_cls: 2.6485, loss: 2.6485, grad_norm: 2.4367 2021-07-09 12:10:33,764 - mmaction - INFO - Epoch [96][1320/1879] lr: 6.970e-02, eta: 3 days, 5:15:40, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6520, loss_cls: 2.6285, loss: 2.6285, grad_norm: 2.4021 2021-07-09 12:10:51,161 - mmaction - INFO - Epoch [96][1340/1879] lr: 6.970e-02, eta: 3 days, 5:15:20, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6758, loss_cls: 2.5482, loss: 2.5482, grad_norm: 2.3573 2021-07-09 12:11:08,566 - mmaction - INFO - Epoch [96][1360/1879] lr: 6.970e-02, eta: 3 days, 5:15:00, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6605, loss_cls: 2.6659, loss: 2.6659, grad_norm: 2.4368 2021-07-09 12:11:26,058 - mmaction - INFO - Epoch [96][1380/1879] lr: 6.970e-02, eta: 3 days, 5:14:40, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6465, loss_cls: 2.6474, loss: 2.6474, grad_norm: 2.4093 2021-07-09 12:11:43,468 - mmaction - INFO - Epoch [96][1400/1879] lr: 6.970e-02, eta: 3 days, 5:14:19, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6605, loss_cls: 2.5927, loss: 2.5927, grad_norm: 2.3546 2021-07-09 12:12:00,986 - mmaction - INFO - Epoch [96][1420/1879] lr: 6.970e-02, eta: 3 days, 5:13:59, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6664, loss_cls: 2.6365, loss: 2.6365, grad_norm: 2.3734 2021-07-09 12:12:18,377 - mmaction - INFO - Epoch [96][1440/1879] lr: 6.970e-02, eta: 3 days, 5:13:39, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6578, loss_cls: 2.6219, loss: 2.6219, grad_norm: 2.3919 2021-07-09 12:12:35,844 - mmaction - INFO - Epoch [96][1460/1879] lr: 6.970e-02, eta: 3 days, 5:13:19, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6527, loss_cls: 2.6496, loss: 2.6496, grad_norm: 2.3730 2021-07-09 12:12:53,411 - mmaction - INFO - Epoch [96][1480/1879] lr: 6.970e-02, eta: 3 days, 5:12:59, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6594, loss_cls: 2.6017, loss: 2.6017, grad_norm: 2.3389 2021-07-09 12:13:10,783 - mmaction - INFO - Epoch [96][1500/1879] lr: 6.970e-02, eta: 3 days, 5:12:39, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6680, loss_cls: 2.6016, loss: 2.6016, grad_norm: 2.4092 2021-07-09 12:13:28,090 - mmaction - INFO - Epoch [96][1520/1879] lr: 6.970e-02, eta: 3 days, 5:12:18, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6621, loss_cls: 2.6247, loss: 2.6247, grad_norm: 2.3512 2021-07-09 12:13:45,633 - mmaction - INFO - Epoch [96][1540/1879] lr: 6.970e-02, eta: 3 days, 5:11:58, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6625, loss_cls: 2.5542, loss: 2.5542, grad_norm: 2.3753 2021-07-09 12:14:03,147 - mmaction - INFO - Epoch [96][1560/1879] lr: 6.970e-02, eta: 3 days, 5:11:38, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6617, loss_cls: 2.6034, loss: 2.6034, grad_norm: 2.3863 2021-07-09 12:14:20,692 - mmaction - INFO - Epoch [96][1580/1879] lr: 6.970e-02, eta: 3 days, 5:11:18, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6578, loss_cls: 2.6477, loss: 2.6477, grad_norm: 2.4033 2021-07-09 12:14:38,159 - mmaction - INFO - Epoch [96][1600/1879] lr: 6.970e-02, eta: 3 days, 5:10:58, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6445, loss_cls: 2.7006, loss: 2.7006, grad_norm: 2.3748 2021-07-09 12:14:55,499 - mmaction - INFO - Epoch [96][1620/1879] lr: 6.970e-02, eta: 3 days, 5:10:38, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6512, loss_cls: 2.6550, loss: 2.6550, grad_norm: 2.3367 2021-07-09 12:15:13,047 - mmaction - INFO - Epoch [96][1640/1879] lr: 6.970e-02, eta: 3 days, 5:10:18, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6695, loss_cls: 2.5528, loss: 2.5528, grad_norm: 2.3517 2021-07-09 12:15:30,454 - mmaction - INFO - Epoch [96][1660/1879] lr: 6.970e-02, eta: 3 days, 5:09:57, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6551, loss_cls: 2.6490, loss: 2.6490, grad_norm: 2.3908 2021-07-09 12:15:47,778 - mmaction - INFO - Epoch [96][1680/1879] lr: 6.970e-02, eta: 3 days, 5:09:37, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6328, loss_cls: 2.7288, loss: 2.7288, grad_norm: 2.4099 2021-07-09 12:16:05,260 - mmaction - INFO - Epoch [96][1700/1879] lr: 6.970e-02, eta: 3 days, 5:09:17, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6609, loss_cls: 2.5758, loss: 2.5758, grad_norm: 2.3138 2021-07-09 12:16:22,703 - mmaction - INFO - Epoch [96][1720/1879] lr: 6.970e-02, eta: 3 days, 5:08:57, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6512, loss_cls: 2.6826, loss: 2.6826, grad_norm: 2.4097 2021-07-09 12:16:40,016 - mmaction - INFO - Epoch [96][1740/1879] lr: 6.970e-02, eta: 3 days, 5:08:36, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6734, loss_cls: 2.5841, loss: 2.5841, grad_norm: 2.3959 2021-07-09 12:16:57,468 - mmaction - INFO - Epoch [96][1760/1879] lr: 6.970e-02, eta: 3 days, 5:08:16, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6582, loss_cls: 2.6478, loss: 2.6478, grad_norm: 2.3820 2021-07-09 12:17:14,878 - mmaction - INFO - Epoch [96][1780/1879] lr: 6.970e-02, eta: 3 days, 5:07:56, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6668, loss_cls: 2.5703, loss: 2.5703, grad_norm: 2.3868 2021-07-09 12:17:32,278 - mmaction - INFO - Epoch [96][1800/1879] lr: 6.970e-02, eta: 3 days, 5:07:36, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3969, top5_acc: 0.6559, loss_cls: 2.6527, loss: 2.6527, grad_norm: 2.4322 2021-07-09 12:17:49,813 - mmaction - INFO - Epoch [96][1820/1879] lr: 6.970e-02, eta: 3 days, 5:07:16, time: 0.875, data_time: 0.000, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6621, loss_cls: 2.6179, loss: 2.6179, grad_norm: 2.3822 2021-07-09 12:18:07,320 - mmaction - INFO - Epoch [96][1840/1879] lr: 6.970e-02, eta: 3 days, 5:06:56, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6875, loss_cls: 2.5653, loss: 2.5653, grad_norm: 2.3744 2021-07-09 12:18:24,767 - mmaction - INFO - Epoch [96][1860/1879] lr: 6.970e-02, eta: 3 days, 5:06:35, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6617, loss_cls: 2.6365, loss: 2.6365, grad_norm: 2.4418 2021-07-09 12:18:43,196 - mmaction - INFO - Saving checkpoint at 96 epochs 2021-07-09 12:21:13,198 - mmaction - INFO - Epoch [97][20/1879] lr: 6.913e-02, eta: 3 days, 5:09:08, time: 7.462, data_time: 6.456, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6512, loss_cls: 2.6695, loss: 2.6695, grad_norm: 2.4104 2021-07-09 12:21:30,334 - mmaction - INFO - Epoch [97][40/1879] lr: 6.913e-02, eta: 3 days, 5:08:47, time: 0.857, data_time: 0.008, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6664, loss_cls: 2.5816, loss: 2.5816, grad_norm: 2.2593 2021-07-09 12:21:47,574 - mmaction - INFO - Epoch [97][60/1879] lr: 6.913e-02, eta: 3 days, 5:08:27, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6746, loss_cls: 2.5481, loss: 2.5481, grad_norm: 2.3874 2021-07-09 12:22:04,873 - mmaction - INFO - Epoch [97][80/1879] lr: 6.913e-02, eta: 3 days, 5:08:06, time: 0.865, data_time: 0.006, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6641, loss_cls: 2.5707, loss: 2.5707, grad_norm: 2.3475 2021-07-09 12:22:22,334 - mmaction - INFO - Epoch [97][100/1879] lr: 6.913e-02, eta: 3 days, 5:07:46, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6715, loss_cls: 2.5745, loss: 2.5745, grad_norm: 2.3965 2021-07-09 12:22:39,888 - mmaction - INFO - Epoch [97][120/1879] lr: 6.913e-02, eta: 3 days, 5:07:26, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6703, loss_cls: 2.5828, loss: 2.5828, grad_norm: 2.3236 2021-07-09 12:22:57,212 - mmaction - INFO - Epoch [97][140/1879] lr: 6.913e-02, eta: 3 days, 5:07:06, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6645, loss_cls: 2.6124, loss: 2.6124, grad_norm: 2.4582 2021-07-09 12:23:14,770 - mmaction - INFO - Epoch [97][160/1879] lr: 6.913e-02, eta: 3 days, 5:06:46, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6543, loss_cls: 2.6293, loss: 2.6293, grad_norm: 2.3899 2021-07-09 12:23:32,219 - mmaction - INFO - Epoch [97][180/1879] lr: 6.913e-02, eta: 3 days, 5:06:26, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6578, loss_cls: 2.6293, loss: 2.6293, grad_norm: 2.3467 2021-07-09 12:23:49,642 - mmaction - INFO - Epoch [97][200/1879] lr: 6.913e-02, eta: 3 days, 5:06:05, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6609, loss_cls: 2.6275, loss: 2.6275, grad_norm: 2.3834 2021-07-09 12:24:07,114 - mmaction - INFO - Epoch [97][220/1879] lr: 6.913e-02, eta: 3 days, 5:05:45, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6738, loss_cls: 2.5831, loss: 2.5831, grad_norm: 2.3904 2021-07-09 12:24:24,553 - mmaction - INFO - Epoch [97][240/1879] lr: 6.913e-02, eta: 3 days, 5:05:25, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6496, loss_cls: 2.6828, loss: 2.6828, grad_norm: 2.4265 2021-07-09 12:24:42,052 - mmaction - INFO - Epoch [97][260/1879] lr: 6.913e-02, eta: 3 days, 5:05:05, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6664, loss_cls: 2.5587, loss: 2.5587, grad_norm: 2.4145 2021-07-09 12:24:59,599 - mmaction - INFO - Epoch [97][280/1879] lr: 6.913e-02, eta: 3 days, 5:04:45, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6687, loss_cls: 2.5848, loss: 2.5848, grad_norm: 2.3974 2021-07-09 12:25:17,088 - mmaction - INFO - Epoch [97][300/1879] lr: 6.913e-02, eta: 3 days, 5:04:25, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6703, loss_cls: 2.6372, loss: 2.6372, grad_norm: 2.4282 2021-07-09 12:25:34,664 - mmaction - INFO - Epoch [97][320/1879] lr: 6.913e-02, eta: 3 days, 5:04:05, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6617, loss_cls: 2.6221, loss: 2.6221, grad_norm: 2.4048 2021-07-09 12:25:52,082 - mmaction - INFO - Epoch [97][340/1879] lr: 6.913e-02, eta: 3 days, 5:03:45, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6586, loss_cls: 2.6581, loss: 2.6581, grad_norm: 2.3879 2021-07-09 12:26:09,560 - mmaction - INFO - Epoch [97][360/1879] lr: 6.913e-02, eta: 3 days, 5:03:24, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6582, loss_cls: 2.5898, loss: 2.5898, grad_norm: 2.4030 2021-07-09 12:26:27,141 - mmaction - INFO - Epoch [97][380/1879] lr: 6.913e-02, eta: 3 days, 5:03:04, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6617, loss_cls: 2.5930, loss: 2.5930, grad_norm: 2.4266 2021-07-09 12:26:44,632 - mmaction - INFO - Epoch [97][400/1879] lr: 6.913e-02, eta: 3 days, 5:02:44, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6687, loss_cls: 2.6092, loss: 2.6092, grad_norm: 2.3956 2021-07-09 12:27:02,003 - mmaction - INFO - Epoch [97][420/1879] lr: 6.913e-02, eta: 3 days, 5:02:24, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6574, loss_cls: 2.6591, loss: 2.6591, grad_norm: 2.4281 2021-07-09 12:27:19,447 - mmaction - INFO - Epoch [97][440/1879] lr: 6.913e-02, eta: 3 days, 5:02:04, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6555, loss_cls: 2.6268, loss: 2.6268, grad_norm: 2.3513 2021-07-09 12:27:37,003 - mmaction - INFO - Epoch [97][460/1879] lr: 6.913e-02, eta: 3 days, 5:01:44, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6773, loss_cls: 2.5496, loss: 2.5496, grad_norm: 2.3977 2021-07-09 12:27:54,608 - mmaction - INFO - Epoch [97][480/1879] lr: 6.913e-02, eta: 3 days, 5:01:24, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6723, loss_cls: 2.5937, loss: 2.5937, grad_norm: 2.3609 2021-07-09 12:28:12,057 - mmaction - INFO - Epoch [97][500/1879] lr: 6.913e-02, eta: 3 days, 5:01:04, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.3934, top5_acc: 0.6449, loss_cls: 2.6918, loss: 2.6918, grad_norm: 2.3926 2021-07-09 12:28:29,588 - mmaction - INFO - Epoch [97][520/1879] lr: 6.913e-02, eta: 3 days, 5:00:44, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6715, loss_cls: 2.5786, loss: 2.5786, grad_norm: 2.3700 2021-07-09 12:28:47,016 - mmaction - INFO - Epoch [97][540/1879] lr: 6.913e-02, eta: 3 days, 5:00:23, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6746, loss_cls: 2.6211, loss: 2.6211, grad_norm: 2.3453 2021-07-09 12:29:04,366 - mmaction - INFO - Epoch [97][560/1879] lr: 6.913e-02, eta: 3 days, 5:00:03, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6500, loss_cls: 2.6318, loss: 2.6318, grad_norm: 2.3716 2021-07-09 12:29:21,831 - mmaction - INFO - Epoch [97][580/1879] lr: 6.913e-02, eta: 3 days, 4:59:43, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6547, loss_cls: 2.6715, loss: 2.6715, grad_norm: 2.4057 2021-07-09 12:29:39,391 - mmaction - INFO - Epoch [97][600/1879] lr: 6.913e-02, eta: 3 days, 4:59:23, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6461, loss_cls: 2.6549, loss: 2.6549, grad_norm: 2.4355 2021-07-09 12:29:56,874 - mmaction - INFO - Epoch [97][620/1879] lr: 6.913e-02, eta: 3 days, 4:59:03, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6672, loss_cls: 2.6092, loss: 2.6092, grad_norm: 2.3819 2021-07-09 12:30:14,436 - mmaction - INFO - Epoch [97][640/1879] lr: 6.913e-02, eta: 3 days, 4:58:43, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6699, loss_cls: 2.5900, loss: 2.5900, grad_norm: 2.3919 2021-07-09 12:30:31,969 - mmaction - INFO - Epoch [97][660/1879] lr: 6.913e-02, eta: 3 days, 4:58:23, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6820, loss_cls: 2.5523, loss: 2.5523, grad_norm: 2.3406 2021-07-09 12:30:49,500 - mmaction - INFO - Epoch [97][680/1879] lr: 6.913e-02, eta: 3 days, 4:58:03, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6617, loss_cls: 2.6084, loss: 2.6084, grad_norm: 2.4013 2021-07-09 12:31:07,114 - mmaction - INFO - Epoch [97][700/1879] lr: 6.913e-02, eta: 3 days, 4:57:43, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6625, loss_cls: 2.6214, loss: 2.6214, grad_norm: 2.4110 2021-07-09 12:31:24,709 - mmaction - INFO - Epoch [97][720/1879] lr: 6.913e-02, eta: 3 days, 4:57:23, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6676, loss_cls: 2.5971, loss: 2.5971, grad_norm: 2.3820 2021-07-09 12:31:42,233 - mmaction - INFO - Epoch [97][740/1879] lr: 6.913e-02, eta: 3 days, 4:57:03, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6523, loss_cls: 2.6538, loss: 2.6538, grad_norm: 2.3598 2021-07-09 12:31:59,682 - mmaction - INFO - Epoch [97][760/1879] lr: 6.913e-02, eta: 3 days, 4:56:43, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6543, loss_cls: 2.6269, loss: 2.6269, grad_norm: 2.3457 2021-07-09 12:32:17,241 - mmaction - INFO - Epoch [97][780/1879] lr: 6.913e-02, eta: 3 days, 4:56:23, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6645, loss_cls: 2.6116, loss: 2.6116, grad_norm: 2.3424 2021-07-09 12:32:34,770 - mmaction - INFO - Epoch [97][800/1879] lr: 6.913e-02, eta: 3 days, 4:56:03, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6715, loss_cls: 2.5359, loss: 2.5359, grad_norm: 2.4115 2021-07-09 12:32:52,283 - mmaction - INFO - Epoch [97][820/1879] lr: 6.913e-02, eta: 3 days, 4:55:43, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6660, loss_cls: 2.6048, loss: 2.6048, grad_norm: 2.3727 2021-07-09 12:33:09,886 - mmaction - INFO - Epoch [97][840/1879] lr: 6.913e-02, eta: 3 days, 4:55:23, time: 0.879, data_time: 0.001, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6687, loss_cls: 2.6245, loss: 2.6245, grad_norm: 2.4224 2021-07-09 12:33:27,345 - mmaction - INFO - Epoch [97][860/1879] lr: 6.913e-02, eta: 3 days, 4:55:03, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6629, loss_cls: 2.6444, loss: 2.6444, grad_norm: 2.3775 2021-07-09 12:33:44,767 - mmaction - INFO - Epoch [97][880/1879] lr: 6.913e-02, eta: 3 days, 4:54:42, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6695, loss_cls: 2.5915, loss: 2.5915, grad_norm: 2.3690 2021-07-09 12:34:02,212 - mmaction - INFO - Epoch [97][900/1879] lr: 6.913e-02, eta: 3 days, 4:54:22, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6629, loss_cls: 2.5869, loss: 2.5869, grad_norm: 2.4154 2021-07-09 12:34:19,722 - mmaction - INFO - Epoch [97][920/1879] lr: 6.913e-02, eta: 3 days, 4:54:02, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6676, loss_cls: 2.6004, loss: 2.6004, grad_norm: 2.3511 2021-07-09 12:34:37,244 - mmaction - INFO - Epoch [97][940/1879] lr: 6.913e-02, eta: 3 days, 4:53:42, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6535, loss_cls: 2.6831, loss: 2.6831, grad_norm: 2.4400 2021-07-09 12:34:54,669 - mmaction - INFO - Epoch [97][960/1879] lr: 6.913e-02, eta: 3 days, 4:53:22, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6555, loss_cls: 2.6815, loss: 2.6815, grad_norm: 2.4223 2021-07-09 12:35:12,212 - mmaction - INFO - Epoch [97][980/1879] lr: 6.913e-02, eta: 3 days, 4:53:02, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6711, loss_cls: 2.5675, loss: 2.5675, grad_norm: 2.3485 2021-07-09 12:35:29,843 - mmaction - INFO - Epoch [97][1000/1879] lr: 6.913e-02, eta: 3 days, 4:52:42, time: 0.884, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6707, loss_cls: 2.6304, loss: 2.6304, grad_norm: 2.3903 2021-07-09 12:35:47,317 - mmaction - INFO - Epoch [97][1020/1879] lr: 6.913e-02, eta: 3 days, 4:52:22, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6707, loss_cls: 2.6056, loss: 2.6056, grad_norm: 2.3684 2021-07-09 12:36:04,786 - mmaction - INFO - Epoch [97][1040/1879] lr: 6.913e-02, eta: 3 days, 4:52:02, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6457, loss_cls: 2.6723, loss: 2.6723, grad_norm: 2.3901 2021-07-09 12:36:22,240 - mmaction - INFO - Epoch [97][1060/1879] lr: 6.913e-02, eta: 3 days, 4:51:42, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6680, loss_cls: 2.5897, loss: 2.5897, grad_norm: 2.3769 2021-07-09 12:36:39,565 - mmaction - INFO - Epoch [97][1080/1879] lr: 6.913e-02, eta: 3 days, 4:51:21, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6660, loss_cls: 2.5696, loss: 2.5696, grad_norm: 2.4521 2021-07-09 12:36:57,196 - mmaction - INFO - Epoch [97][1100/1879] lr: 6.913e-02, eta: 3 days, 4:51:01, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6594, loss_cls: 2.6217, loss: 2.6217, grad_norm: 2.4076 2021-07-09 12:37:14,721 - mmaction - INFO - Epoch [97][1120/1879] lr: 6.913e-02, eta: 3 days, 4:50:41, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6691, loss_cls: 2.5805, loss: 2.5805, grad_norm: 2.3222 2021-07-09 12:37:32,319 - mmaction - INFO - Epoch [97][1140/1879] lr: 6.913e-02, eta: 3 days, 4:50:21, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6719, loss_cls: 2.6064, loss: 2.6064, grad_norm: 2.4066 2021-07-09 12:37:49,731 - mmaction - INFO - Epoch [97][1160/1879] lr: 6.913e-02, eta: 3 days, 4:50:01, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6609, loss_cls: 2.6449, loss: 2.6449, grad_norm: 2.4211 2021-07-09 12:38:07,190 - mmaction - INFO - Epoch [97][1180/1879] lr: 6.913e-02, eta: 3 days, 4:49:41, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6680, loss_cls: 2.5883, loss: 2.5883, grad_norm: 2.4244 2021-07-09 12:38:24,656 - mmaction - INFO - Epoch [97][1200/1879] lr: 6.913e-02, eta: 3 days, 4:49:21, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6574, loss_cls: 2.6682, loss: 2.6682, grad_norm: 2.3442 2021-07-09 12:38:42,030 - mmaction - INFO - Epoch [97][1220/1879] lr: 6.913e-02, eta: 3 days, 4:49:01, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.3902, top5_acc: 0.6535, loss_cls: 2.7163, loss: 2.7163, grad_norm: 2.3691 2021-07-09 12:38:59,586 - mmaction - INFO - Epoch [97][1240/1879] lr: 6.913e-02, eta: 3 days, 4:48:41, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6570, loss_cls: 2.6391, loss: 2.6391, grad_norm: 2.3819 2021-07-09 12:39:17,015 - mmaction - INFO - Epoch [97][1260/1879] lr: 6.913e-02, eta: 3 days, 4:48:20, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6617, loss_cls: 2.6224, loss: 2.6224, grad_norm: 2.3817 2021-07-09 12:39:34,615 - mmaction - INFO - Epoch [97][1280/1879] lr: 6.913e-02, eta: 3 days, 4:48:01, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6672, loss_cls: 2.6476, loss: 2.6476, grad_norm: 2.3456 2021-07-09 12:39:52,083 - mmaction - INFO - Epoch [97][1300/1879] lr: 6.913e-02, eta: 3 days, 4:47:40, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6555, loss_cls: 2.6533, loss: 2.6533, grad_norm: 2.3525 2021-07-09 12:40:09,473 - mmaction - INFO - Epoch [97][1320/1879] lr: 6.913e-02, eta: 3 days, 4:47:20, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6684, loss_cls: 2.5508, loss: 2.5508, grad_norm: 2.3631 2021-07-09 12:40:26,901 - mmaction - INFO - Epoch [97][1340/1879] lr: 6.913e-02, eta: 3 days, 4:47:00, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.3977, top5_acc: 0.6430, loss_cls: 2.6750, loss: 2.6750, grad_norm: 2.4441 2021-07-09 12:40:44,314 - mmaction - INFO - Epoch [97][1360/1879] lr: 6.913e-02, eta: 3 days, 4:46:40, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6414, loss_cls: 2.6959, loss: 2.6959, grad_norm: 2.3358 2021-07-09 12:41:01,872 - mmaction - INFO - Epoch [97][1380/1879] lr: 6.913e-02, eta: 3 days, 4:46:20, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6672, loss_cls: 2.5628, loss: 2.5628, grad_norm: 2.3337 2021-07-09 12:41:19,463 - mmaction - INFO - Epoch [97][1400/1879] lr: 6.913e-02, eta: 3 days, 4:46:00, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6441, loss_cls: 2.6637, loss: 2.6637, grad_norm: 2.3599 2021-07-09 12:41:36,987 - mmaction - INFO - Epoch [97][1420/1879] lr: 6.913e-02, eta: 3 days, 4:45:40, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6676, loss_cls: 2.6058, loss: 2.6058, grad_norm: 2.3580 2021-07-09 12:41:54,460 - mmaction - INFO - Epoch [97][1440/1879] lr: 6.913e-02, eta: 3 days, 4:45:20, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6559, loss_cls: 2.6091, loss: 2.6091, grad_norm: 2.3873 2021-07-09 12:42:11,909 - mmaction - INFO - Epoch [97][1460/1879] lr: 6.913e-02, eta: 3 days, 4:45:00, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6691, loss_cls: 2.5845, loss: 2.5845, grad_norm: 2.3714 2021-07-09 12:42:29,428 - mmaction - INFO - Epoch [97][1480/1879] lr: 6.913e-02, eta: 3 days, 4:44:40, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6691, loss_cls: 2.6181, loss: 2.6181, grad_norm: 2.3647 2021-07-09 12:42:46,886 - mmaction - INFO - Epoch [97][1500/1879] lr: 6.913e-02, eta: 3 days, 4:44:19, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6820, loss_cls: 2.5101, loss: 2.5101, grad_norm: 2.3445 2021-07-09 12:43:04,225 - mmaction - INFO - Epoch [97][1520/1879] lr: 6.913e-02, eta: 3 days, 4:43:59, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6551, loss_cls: 2.6381, loss: 2.6381, grad_norm: 2.3980 2021-07-09 12:43:21,703 - mmaction - INFO - Epoch [97][1540/1879] lr: 6.913e-02, eta: 3 days, 4:43:39, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6805, loss_cls: 2.5417, loss: 2.5417, grad_norm: 2.3701 2021-07-09 12:43:39,119 - mmaction - INFO - Epoch [97][1560/1879] lr: 6.913e-02, eta: 3 days, 4:43:19, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6664, loss_cls: 2.6104, loss: 2.6104, grad_norm: 2.4036 2021-07-09 12:43:56,692 - mmaction - INFO - Epoch [97][1580/1879] lr: 6.913e-02, eta: 3 days, 4:42:59, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6617, loss_cls: 2.5855, loss: 2.5855, grad_norm: 2.4194 2021-07-09 12:44:14,177 - mmaction - INFO - Epoch [97][1600/1879] lr: 6.913e-02, eta: 3 days, 4:42:39, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6770, loss_cls: 2.5518, loss: 2.5518, grad_norm: 2.3971 2021-07-09 12:44:31,594 - mmaction - INFO - Epoch [97][1620/1879] lr: 6.913e-02, eta: 3 days, 4:42:19, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6504, loss_cls: 2.6838, loss: 2.6838, grad_norm: 2.3774 2021-07-09 12:44:49,093 - mmaction - INFO - Epoch [97][1640/1879] lr: 6.913e-02, eta: 3 days, 4:41:59, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6695, loss_cls: 2.5891, loss: 2.5891, grad_norm: 2.3976 2021-07-09 12:45:06,726 - mmaction - INFO - Epoch [97][1660/1879] lr: 6.913e-02, eta: 3 days, 4:41:39, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.3891, top5_acc: 0.6590, loss_cls: 2.6665, loss: 2.6665, grad_norm: 2.4139 2021-07-09 12:45:24,130 - mmaction - INFO - Epoch [97][1680/1879] lr: 6.913e-02, eta: 3 days, 4:41:18, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6676, loss_cls: 2.6117, loss: 2.6117, grad_norm: 2.3400 2021-07-09 12:45:41,590 - mmaction - INFO - Epoch [97][1700/1879] lr: 6.913e-02, eta: 3 days, 4:40:58, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6961, loss_cls: 2.5257, loss: 2.5257, grad_norm: 2.3546 2021-07-09 12:45:59,088 - mmaction - INFO - Epoch [97][1720/1879] lr: 6.913e-02, eta: 3 days, 4:40:38, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6598, loss_cls: 2.6169, loss: 2.6169, grad_norm: 2.3695 2021-07-09 12:46:16,585 - mmaction - INFO - Epoch [97][1740/1879] lr: 6.913e-02, eta: 3 days, 4:40:18, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6820, loss_cls: 2.5774, loss: 2.5774, grad_norm: 2.3635 2021-07-09 12:46:33,871 - mmaction - INFO - Epoch [97][1760/1879] lr: 6.913e-02, eta: 3 days, 4:39:58, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6805, loss_cls: 2.5574, loss: 2.5574, grad_norm: 2.4406 2021-07-09 12:46:51,313 - mmaction - INFO - Epoch [97][1780/1879] lr: 6.913e-02, eta: 3 days, 4:39:38, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6504, loss_cls: 2.6628, loss: 2.6628, grad_norm: 2.4136 2021-07-09 12:47:08,779 - mmaction - INFO - Epoch [97][1800/1879] lr: 6.913e-02, eta: 3 days, 4:39:18, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6594, loss_cls: 2.6164, loss: 2.6164, grad_norm: 2.3723 2021-07-09 12:47:26,172 - mmaction - INFO - Epoch [97][1820/1879] lr: 6.913e-02, eta: 3 days, 4:38:57, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6516, loss_cls: 2.6524, loss: 2.6524, grad_norm: 2.3497 2021-07-09 12:47:43,657 - mmaction - INFO - Epoch [97][1840/1879] lr: 6.913e-02, eta: 3 days, 4:38:37, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6531, loss_cls: 2.6792, loss: 2.6792, grad_norm: 2.3806 2021-07-09 12:48:01,117 - mmaction - INFO - Epoch [97][1860/1879] lr: 6.913e-02, eta: 3 days, 4:38:17, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6496, loss_cls: 2.7105, loss: 2.7105, grad_norm: 2.4215 2021-07-09 12:50:50,718 - mmaction - INFO - Epoch [98][20/1879] lr: 6.857e-02, eta: 3 days, 4:40:36, time: 7.139, data_time: 6.205, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6676, loss_cls: 2.6313, loss: 2.6313, grad_norm: 2.4366 2021-07-09 12:51:08,032 - mmaction - INFO - Epoch [98][40/1879] lr: 6.857e-02, eta: 3 days, 4:40:16, time: 0.866, data_time: 0.008, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6734, loss_cls: 2.5576, loss: 2.5576, grad_norm: 2.3494 2021-07-09 12:51:25,090 - mmaction - INFO - Epoch [98][60/1879] lr: 6.857e-02, eta: 3 days, 4:39:55, time: 0.853, data_time: 0.002, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6707, loss_cls: 2.5796, loss: 2.5796, grad_norm: 2.3052 2021-07-09 12:51:42,541 - mmaction - INFO - Epoch [98][80/1879] lr: 6.857e-02, eta: 3 days, 4:39:35, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6684, loss_cls: 2.5966, loss: 2.5966, grad_norm: 2.4549 2021-07-09 12:51:59,986 - mmaction - INFO - Epoch [98][100/1879] lr: 6.857e-02, eta: 3 days, 4:39:15, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6598, loss_cls: 2.6319, loss: 2.6319, grad_norm: 2.3572 2021-07-09 12:52:17,446 - mmaction - INFO - Epoch [98][120/1879] lr: 6.857e-02, eta: 3 days, 4:38:54, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6676, loss_cls: 2.5678, loss: 2.5678, grad_norm: 2.3771 2021-07-09 12:52:34,804 - mmaction - INFO - Epoch [98][140/1879] lr: 6.857e-02, eta: 3 days, 4:38:34, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6684, loss_cls: 2.5710, loss: 2.5710, grad_norm: 2.3942 2021-07-09 12:52:52,315 - mmaction - INFO - Epoch [98][160/1879] lr: 6.857e-02, eta: 3 days, 4:38:14, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6676, loss_cls: 2.5965, loss: 2.5965, grad_norm: 2.3871 2021-07-09 12:53:09,679 - mmaction - INFO - Epoch [98][180/1879] lr: 6.857e-02, eta: 3 days, 4:37:54, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6676, loss_cls: 2.6188, loss: 2.6188, grad_norm: 2.3954 2021-07-09 12:53:26,963 - mmaction - INFO - Epoch [98][200/1879] lr: 6.857e-02, eta: 3 days, 4:37:33, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6492, loss_cls: 2.6054, loss: 2.6054, grad_norm: 2.3177 2021-07-09 12:53:44,414 - mmaction - INFO - Epoch [98][220/1879] lr: 6.857e-02, eta: 3 days, 4:37:13, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6715, loss_cls: 2.5621, loss: 2.5621, grad_norm: 2.4058 2021-07-09 12:54:01,855 - mmaction - INFO - Epoch [98][240/1879] lr: 6.857e-02, eta: 3 days, 4:36:53, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6582, loss_cls: 2.6654, loss: 2.6654, grad_norm: 2.4317 2021-07-09 12:54:19,310 - mmaction - INFO - Epoch [98][260/1879] lr: 6.857e-02, eta: 3 days, 4:36:33, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6543, loss_cls: 2.6467, loss: 2.6467, grad_norm: 2.3770 2021-07-09 12:54:36,705 - mmaction - INFO - Epoch [98][280/1879] lr: 6.857e-02, eta: 3 days, 4:36:12, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6598, loss_cls: 2.6746, loss: 2.6746, grad_norm: 2.4100 2021-07-09 12:54:54,155 - mmaction - INFO - Epoch [98][300/1879] lr: 6.857e-02, eta: 3 days, 4:35:52, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6629, loss_cls: 2.6298, loss: 2.6298, grad_norm: 2.3627 2021-07-09 12:55:11,622 - mmaction - INFO - Epoch [98][320/1879] lr: 6.857e-02, eta: 3 days, 4:35:32, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6746, loss_cls: 2.5653, loss: 2.5653, grad_norm: 2.3535 2021-07-09 12:55:29,108 - mmaction - INFO - Epoch [98][340/1879] lr: 6.857e-02, eta: 3 days, 4:35:12, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6578, loss_cls: 2.6384, loss: 2.6384, grad_norm: 2.3584 2021-07-09 12:55:46,551 - mmaction - INFO - Epoch [98][360/1879] lr: 6.857e-02, eta: 3 days, 4:34:52, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6574, loss_cls: 2.6348, loss: 2.6348, grad_norm: 2.4440 2021-07-09 12:56:03,980 - mmaction - INFO - Epoch [98][380/1879] lr: 6.857e-02, eta: 3 days, 4:34:32, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6543, loss_cls: 2.6485, loss: 2.6485, grad_norm: 2.3986 2021-07-09 12:56:21,483 - mmaction - INFO - Epoch [98][400/1879] lr: 6.857e-02, eta: 3 days, 4:34:12, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6730, loss_cls: 2.5687, loss: 2.5687, grad_norm: 2.3901 2021-07-09 12:56:38,858 - mmaction - INFO - Epoch [98][420/1879] lr: 6.857e-02, eta: 3 days, 4:33:51, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6473, loss_cls: 2.6703, loss: 2.6703, grad_norm: 2.3834 2021-07-09 12:56:56,265 - mmaction - INFO - Epoch [98][440/1879] lr: 6.857e-02, eta: 3 days, 4:33:31, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6895, loss_cls: 2.5253, loss: 2.5253, grad_norm: 2.3701 2021-07-09 12:57:13,660 - mmaction - INFO - Epoch [98][460/1879] lr: 6.857e-02, eta: 3 days, 4:33:11, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6687, loss_cls: 2.6078, loss: 2.6078, grad_norm: 2.3849 2021-07-09 12:57:31,156 - mmaction - INFO - Epoch [98][480/1879] lr: 6.857e-02, eta: 3 days, 4:32:51, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6664, loss_cls: 2.5791, loss: 2.5791, grad_norm: 2.4052 2021-07-09 12:57:48,577 - mmaction - INFO - Epoch [98][500/1879] lr: 6.857e-02, eta: 3 days, 4:32:31, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.3918, top5_acc: 0.6512, loss_cls: 2.6808, loss: 2.6808, grad_norm: 2.4552 2021-07-09 12:58:06,006 - mmaction - INFO - Epoch [98][520/1879] lr: 6.857e-02, eta: 3 days, 4:32:10, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6695, loss_cls: 2.5675, loss: 2.5675, grad_norm: 2.3956 2021-07-09 12:58:23,494 - mmaction - INFO - Epoch [98][540/1879] lr: 6.857e-02, eta: 3 days, 4:31:50, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6539, loss_cls: 2.6145, loss: 2.6145, grad_norm: 2.3677 2021-07-09 12:58:40,858 - mmaction - INFO - Epoch [98][560/1879] lr: 6.857e-02, eta: 3 days, 4:31:30, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6699, loss_cls: 2.5551, loss: 2.5551, grad_norm: 2.3917 2021-07-09 12:58:58,298 - mmaction - INFO - Epoch [98][580/1879] lr: 6.857e-02, eta: 3 days, 4:31:10, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6789, loss_cls: 2.5301, loss: 2.5301, grad_norm: 2.3863 2021-07-09 12:59:15,876 - mmaction - INFO - Epoch [98][600/1879] lr: 6.857e-02, eta: 3 days, 4:30:50, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6609, loss_cls: 2.6174, loss: 2.6174, grad_norm: 2.3840 2021-07-09 12:59:33,399 - mmaction - INFO - Epoch [98][620/1879] lr: 6.857e-02, eta: 3 days, 4:30:30, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6703, loss_cls: 2.6087, loss: 2.6087, grad_norm: 2.3736 2021-07-09 12:59:50,872 - mmaction - INFO - Epoch [98][640/1879] lr: 6.857e-02, eta: 3 days, 4:30:10, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6578, loss_cls: 2.6357, loss: 2.6357, grad_norm: 2.3642 2021-07-09 13:00:08,397 - mmaction - INFO - Epoch [98][660/1879] lr: 6.857e-02, eta: 3 days, 4:29:50, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6687, loss_cls: 2.5763, loss: 2.5763, grad_norm: 2.3377 2021-07-09 13:00:25,840 - mmaction - INFO - Epoch [98][680/1879] lr: 6.857e-02, eta: 3 days, 4:29:30, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6680, loss_cls: 2.5757, loss: 2.5757, grad_norm: 2.3495 2021-07-09 13:00:43,295 - mmaction - INFO - Epoch [98][700/1879] lr: 6.857e-02, eta: 3 days, 4:29:09, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6652, loss_cls: 2.6256, loss: 2.6256, grad_norm: 2.4331 2021-07-09 13:01:00,762 - mmaction - INFO - Epoch [98][720/1879] lr: 6.857e-02, eta: 3 days, 4:28:49, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6598, loss_cls: 2.6233, loss: 2.6233, grad_norm: 2.4189 2021-07-09 13:01:18,210 - mmaction - INFO - Epoch [98][740/1879] lr: 6.857e-02, eta: 3 days, 4:28:29, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6602, loss_cls: 2.6538, loss: 2.6538, grad_norm: 2.4129 2021-07-09 13:01:35,609 - mmaction - INFO - Epoch [98][760/1879] lr: 6.857e-02, eta: 3 days, 4:28:09, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6777, loss_cls: 2.5489, loss: 2.5489, grad_norm: 2.3248 2021-07-09 13:01:53,125 - mmaction - INFO - Epoch [98][780/1879] lr: 6.857e-02, eta: 3 days, 4:27:49, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6551, loss_cls: 2.6156, loss: 2.6156, grad_norm: 2.3687 2021-07-09 13:02:10,497 - mmaction - INFO - Epoch [98][800/1879] lr: 6.857e-02, eta: 3 days, 4:27:29, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6738, loss_cls: 2.6047, loss: 2.6047, grad_norm: 2.4806 2021-07-09 13:02:27,959 - mmaction - INFO - Epoch [98][820/1879] lr: 6.857e-02, eta: 3 days, 4:27:09, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6492, loss_cls: 2.6711, loss: 2.6711, grad_norm: 2.3926 2021-07-09 13:02:45,347 - mmaction - INFO - Epoch [98][840/1879] lr: 6.857e-02, eta: 3 days, 4:26:48, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6738, loss_cls: 2.5721, loss: 2.5721, grad_norm: 2.3571 2021-07-09 13:03:02,702 - mmaction - INFO - Epoch [98][860/1879] lr: 6.857e-02, eta: 3 days, 4:26:28, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6621, loss_cls: 2.6210, loss: 2.6210, grad_norm: 2.3737 2021-07-09 13:03:20,175 - mmaction - INFO - Epoch [98][880/1879] lr: 6.857e-02, eta: 3 days, 4:26:08, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6551, loss_cls: 2.6821, loss: 2.6821, grad_norm: 2.3531 2021-07-09 13:03:37,573 - mmaction - INFO - Epoch [98][900/1879] lr: 6.857e-02, eta: 3 days, 4:25:48, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6637, loss_cls: 2.6423, loss: 2.6423, grad_norm: 2.4335 2021-07-09 13:03:54,976 - mmaction - INFO - Epoch [98][920/1879] lr: 6.857e-02, eta: 3 days, 4:25:27, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6539, loss_cls: 2.6182, loss: 2.6182, grad_norm: 2.3454 2021-07-09 13:04:12,450 - mmaction - INFO - Epoch [98][940/1879] lr: 6.857e-02, eta: 3 days, 4:25:07, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6687, loss_cls: 2.6016, loss: 2.6016, grad_norm: 2.3746 2021-07-09 13:04:29,879 - mmaction - INFO - Epoch [98][960/1879] lr: 6.857e-02, eta: 3 days, 4:24:47, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6707, loss_cls: 2.5951, loss: 2.5951, grad_norm: 2.3947 2021-07-09 13:04:47,343 - mmaction - INFO - Epoch [98][980/1879] lr: 6.857e-02, eta: 3 days, 4:24:27, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6578, loss_cls: 2.6407, loss: 2.6407, grad_norm: 2.3750 2021-07-09 13:05:04,725 - mmaction - INFO - Epoch [98][1000/1879] lr: 6.857e-02, eta: 3 days, 4:24:07, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6684, loss_cls: 2.5768, loss: 2.5768, grad_norm: 2.3928 2021-07-09 13:05:22,211 - mmaction - INFO - Epoch [98][1020/1879] lr: 6.857e-02, eta: 3 days, 4:23:47, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6621, loss_cls: 2.6388, loss: 2.6388, grad_norm: 2.4229 2021-07-09 13:05:39,588 - mmaction - INFO - Epoch [98][1040/1879] lr: 6.857e-02, eta: 3 days, 4:23:26, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6629, loss_cls: 2.6187, loss: 2.6187, grad_norm: 2.3584 2021-07-09 13:05:57,143 - mmaction - INFO - Epoch [98][1060/1879] lr: 6.857e-02, eta: 3 days, 4:23:06, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6703, loss_cls: 2.5973, loss: 2.5973, grad_norm: 2.3764 2021-07-09 13:06:14,681 - mmaction - INFO - Epoch [98][1080/1879] lr: 6.857e-02, eta: 3 days, 4:22:46, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6680, loss_cls: 2.5907, loss: 2.5907, grad_norm: 2.3986 2021-07-09 13:06:32,146 - mmaction - INFO - Epoch [98][1100/1879] lr: 6.857e-02, eta: 3 days, 4:22:26, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6789, loss_cls: 2.5689, loss: 2.5689, grad_norm: 2.3374 2021-07-09 13:06:49,500 - mmaction - INFO - Epoch [98][1120/1879] lr: 6.857e-02, eta: 3 days, 4:22:06, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6648, loss_cls: 2.6332, loss: 2.6332, grad_norm: 2.4059 2021-07-09 13:07:06,962 - mmaction - INFO - Epoch [98][1140/1879] lr: 6.857e-02, eta: 3 days, 4:21:46, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6586, loss_cls: 2.6306, loss: 2.6306, grad_norm: 2.3893 2021-07-09 13:07:24,434 - mmaction - INFO - Epoch [98][1160/1879] lr: 6.857e-02, eta: 3 days, 4:21:26, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6648, loss_cls: 2.5927, loss: 2.5927, grad_norm: 2.3354 2021-07-09 13:07:41,779 - mmaction - INFO - Epoch [98][1180/1879] lr: 6.857e-02, eta: 3 days, 4:21:06, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6695, loss_cls: 2.6110, loss: 2.6110, grad_norm: 2.4446 2021-07-09 13:07:59,177 - mmaction - INFO - Epoch [98][1200/1879] lr: 6.857e-02, eta: 3 days, 4:20:45, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6652, loss_cls: 2.5869, loss: 2.5869, grad_norm: 2.4045 2021-07-09 13:08:16,571 - mmaction - INFO - Epoch [98][1220/1879] lr: 6.857e-02, eta: 3 days, 4:20:25, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6652, loss_cls: 2.6418, loss: 2.6418, grad_norm: 2.4227 2021-07-09 13:08:33,983 - mmaction - INFO - Epoch [98][1240/1879] lr: 6.857e-02, eta: 3 days, 4:20:05, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6477, loss_cls: 2.6821, loss: 2.6821, grad_norm: 2.3930 2021-07-09 13:08:51,464 - mmaction - INFO - Epoch [98][1260/1879] lr: 6.857e-02, eta: 3 days, 4:19:45, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6523, loss_cls: 2.6261, loss: 2.6261, grad_norm: 2.3130 2021-07-09 13:09:08,983 - mmaction - INFO - Epoch [98][1280/1879] lr: 6.857e-02, eta: 3 days, 4:19:25, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6609, loss_cls: 2.6248, loss: 2.6248, grad_norm: 2.3386 2021-07-09 13:09:26,378 - mmaction - INFO - Epoch [98][1300/1879] lr: 6.857e-02, eta: 3 days, 4:19:05, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6609, loss_cls: 2.5970, loss: 2.5970, grad_norm: 2.4064 2021-07-09 13:09:43,896 - mmaction - INFO - Epoch [98][1320/1879] lr: 6.857e-02, eta: 3 days, 4:18:45, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6602, loss_cls: 2.6604, loss: 2.6604, grad_norm: 2.4244 2021-07-09 13:10:01,340 - mmaction - INFO - Epoch [98][1340/1879] lr: 6.857e-02, eta: 3 days, 4:18:24, time: 0.869, data_time: 0.000, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6770, loss_cls: 2.5335, loss: 2.5335, grad_norm: 2.3685 2021-07-09 13:10:18,973 - mmaction - INFO - Epoch [98][1360/1879] lr: 6.857e-02, eta: 3 days, 4:18:05, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6633, loss_cls: 2.6442, loss: 2.6442, grad_norm: 2.4066 2021-07-09 13:10:36,404 - mmaction - INFO - Epoch [98][1380/1879] lr: 6.857e-02, eta: 3 days, 4:17:44, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6629, loss_cls: 2.6392, loss: 2.6392, grad_norm: 2.4427 2021-07-09 13:10:53,961 - mmaction - INFO - Epoch [98][1400/1879] lr: 6.857e-02, eta: 3 days, 4:17:24, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6703, loss_cls: 2.5482, loss: 2.5482, grad_norm: 2.3322 2021-07-09 13:11:11,505 - mmaction - INFO - Epoch [98][1420/1879] lr: 6.857e-02, eta: 3 days, 4:17:05, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6609, loss_cls: 2.6535, loss: 2.6535, grad_norm: 2.4172 2021-07-09 13:11:29,117 - mmaction - INFO - Epoch [98][1440/1879] lr: 6.857e-02, eta: 3 days, 4:16:45, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6715, loss_cls: 2.6228, loss: 2.6228, grad_norm: 2.3891 2021-07-09 13:11:46,511 - mmaction - INFO - Epoch [98][1460/1879] lr: 6.857e-02, eta: 3 days, 4:16:24, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.3922, top5_acc: 0.6520, loss_cls: 2.6923, loss: 2.6923, grad_norm: 2.3994 2021-07-09 13:12:04,024 - mmaction - INFO - Epoch [98][1480/1879] lr: 6.857e-02, eta: 3 days, 4:16:04, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6430, loss_cls: 2.6891, loss: 2.6891, grad_norm: 2.3530 2021-07-09 13:12:21,511 - mmaction - INFO - Epoch [98][1500/1879] lr: 6.857e-02, eta: 3 days, 4:15:44, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6664, loss_cls: 2.6069, loss: 2.6069, grad_norm: 2.3395 2021-07-09 13:12:39,041 - mmaction - INFO - Epoch [98][1520/1879] lr: 6.857e-02, eta: 3 days, 4:15:24, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6820, loss_cls: 2.5426, loss: 2.5426, grad_norm: 2.3869 2021-07-09 13:12:56,518 - mmaction - INFO - Epoch [98][1540/1879] lr: 6.857e-02, eta: 3 days, 4:15:04, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6535, loss_cls: 2.6424, loss: 2.6424, grad_norm: 2.3991 2021-07-09 13:13:14,025 - mmaction - INFO - Epoch [98][1560/1879] lr: 6.857e-02, eta: 3 days, 4:14:44, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6562, loss_cls: 2.6352, loss: 2.6352, grad_norm: 2.3772 2021-07-09 13:13:31,422 - mmaction - INFO - Epoch [98][1580/1879] lr: 6.857e-02, eta: 3 days, 4:14:24, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6676, loss_cls: 2.6058, loss: 2.6058, grad_norm: 2.3600 2021-07-09 13:13:48,897 - mmaction - INFO - Epoch [98][1600/1879] lr: 6.857e-02, eta: 3 days, 4:14:04, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6758, loss_cls: 2.5707, loss: 2.5707, grad_norm: 2.4174 2021-07-09 13:14:06,458 - mmaction - INFO - Epoch [98][1620/1879] lr: 6.857e-02, eta: 3 days, 4:13:44, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6711, loss_cls: 2.5630, loss: 2.5630, grad_norm: 2.4325 2021-07-09 13:14:23,928 - mmaction - INFO - Epoch [98][1640/1879] lr: 6.857e-02, eta: 3 days, 4:13:24, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6574, loss_cls: 2.6444, loss: 2.6444, grad_norm: 2.3962 2021-07-09 13:14:41,433 - mmaction - INFO - Epoch [98][1660/1879] lr: 6.857e-02, eta: 3 days, 4:13:04, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6621, loss_cls: 2.6154, loss: 2.6154, grad_norm: 2.3984 2021-07-09 13:14:58,957 - mmaction - INFO - Epoch [98][1680/1879] lr: 6.857e-02, eta: 3 days, 4:12:44, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.3855, top5_acc: 0.6223, loss_cls: 2.7743, loss: 2.7743, grad_norm: 2.4337 2021-07-09 13:15:16,563 - mmaction - INFO - Epoch [98][1700/1879] lr: 6.857e-02, eta: 3 days, 4:12:24, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6496, loss_cls: 2.6228, loss: 2.6228, grad_norm: 2.4372 2021-07-09 13:15:34,108 - mmaction - INFO - Epoch [98][1720/1879] lr: 6.857e-02, eta: 3 days, 4:12:04, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6500, loss_cls: 2.6920, loss: 2.6920, grad_norm: 2.4345 2021-07-09 13:15:51,644 - mmaction - INFO - Epoch [98][1740/1879] lr: 6.857e-02, eta: 3 days, 4:11:44, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6582, loss_cls: 2.6642, loss: 2.6642, grad_norm: 2.4214 2021-07-09 13:16:09,227 - mmaction - INFO - Epoch [98][1760/1879] lr: 6.857e-02, eta: 3 days, 4:11:24, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6816, loss_cls: 2.5310, loss: 2.5310, grad_norm: 2.3834 2021-07-09 13:16:26,752 - mmaction - INFO - Epoch [98][1780/1879] lr: 6.857e-02, eta: 3 days, 4:11:04, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6570, loss_cls: 2.6437, loss: 2.6437, grad_norm: 2.4158 2021-07-09 13:16:44,270 - mmaction - INFO - Epoch [98][1800/1879] lr: 6.857e-02, eta: 3 days, 4:10:44, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6668, loss_cls: 2.5691, loss: 2.5691, grad_norm: 2.3340 2021-07-09 13:17:01,883 - mmaction - INFO - Epoch [98][1820/1879] lr: 6.857e-02, eta: 3 days, 4:10:24, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6676, loss_cls: 2.5808, loss: 2.5808, grad_norm: 2.3746 2021-07-09 13:17:19,408 - mmaction - INFO - Epoch [98][1840/1879] lr: 6.857e-02, eta: 3 days, 4:10:04, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6844, loss_cls: 2.4808, loss: 2.4808, grad_norm: 2.3870 2021-07-09 13:17:36,977 - mmaction - INFO - Epoch [98][1860/1879] lr: 6.857e-02, eta: 3 days, 4:09:44, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6578, loss_cls: 2.6496, loss: 2.6496, grad_norm: 2.3898 2021-07-09 13:20:36,722 - mmaction - INFO - Epoch [99][20/1879] lr: 6.799e-02, eta: 3 days, 4:12:16, time: 7.626, data_time: 6.639, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6699, loss_cls: 2.5973, loss: 2.5973, grad_norm: 2.3990 2021-07-09 13:20:53,651 - mmaction - INFO - Epoch [99][40/1879] lr: 6.799e-02, eta: 3 days, 4:11:55, time: 0.846, data_time: 0.005, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6520, loss_cls: 2.6141, loss: 2.6141, grad_norm: 2.3665 2021-07-09 13:21:10,887 - mmaction - INFO - Epoch [99][60/1879] lr: 6.799e-02, eta: 3 days, 4:11:35, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6762, loss_cls: 2.5522, loss: 2.5522, grad_norm: 2.3702 2021-07-09 13:21:28,316 - mmaction - INFO - Epoch [99][80/1879] lr: 6.799e-02, eta: 3 days, 4:11:14, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6766, loss_cls: 2.5411, loss: 2.5411, grad_norm: 2.3915 2021-07-09 13:21:45,861 - mmaction - INFO - Epoch [99][100/1879] lr: 6.799e-02, eta: 3 days, 4:10:54, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6605, loss_cls: 2.5707, loss: 2.5707, grad_norm: 2.3580 2021-07-09 13:22:03,261 - mmaction - INFO - Epoch [99][120/1879] lr: 6.799e-02, eta: 3 days, 4:10:34, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6840, loss_cls: 2.5403, loss: 2.5403, grad_norm: 2.3791 2021-07-09 13:22:20,904 - mmaction - INFO - Epoch [99][140/1879] lr: 6.799e-02, eta: 3 days, 4:10:14, time: 0.880, data_time: 0.001, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6770, loss_cls: 2.5543, loss: 2.5543, grad_norm: 2.4454 2021-07-09 13:22:38,390 - mmaction - INFO - Epoch [99][160/1879] lr: 6.799e-02, eta: 3 days, 4:09:54, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6652, loss_cls: 2.5877, loss: 2.5877, grad_norm: 2.4325 2021-07-09 13:22:55,810 - mmaction - INFO - Epoch [99][180/1879] lr: 6.799e-02, eta: 3 days, 4:09:34, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6785, loss_cls: 2.5315, loss: 2.5315, grad_norm: 2.4140 2021-07-09 13:23:13,319 - mmaction - INFO - Epoch [99][200/1879] lr: 6.799e-02, eta: 3 days, 4:09:14, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6672, loss_cls: 2.5963, loss: 2.5963, grad_norm: 2.4447 2021-07-09 13:23:30,906 - mmaction - INFO - Epoch [99][220/1879] lr: 6.799e-02, eta: 3 days, 4:08:54, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6813, loss_cls: 2.5496, loss: 2.5496, grad_norm: 2.4143 2021-07-09 13:23:48,406 - mmaction - INFO - Epoch [99][240/1879] lr: 6.799e-02, eta: 3 days, 4:08:34, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6625, loss_cls: 2.6164, loss: 2.6164, grad_norm: 2.4221 2021-07-09 13:24:05,904 - mmaction - INFO - Epoch [99][260/1879] lr: 6.799e-02, eta: 3 days, 4:08:14, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6844, loss_cls: 2.5690, loss: 2.5690, grad_norm: 2.3938 2021-07-09 13:24:23,452 - mmaction - INFO - Epoch [99][280/1879] lr: 6.799e-02, eta: 3 days, 4:07:54, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6625, loss_cls: 2.5964, loss: 2.5964, grad_norm: 2.4404 2021-07-09 13:24:40,955 - mmaction - INFO - Epoch [99][300/1879] lr: 6.799e-02, eta: 3 days, 4:07:34, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6719, loss_cls: 2.5808, loss: 2.5808, grad_norm: 2.3798 2021-07-09 13:24:58,504 - mmaction - INFO - Epoch [99][320/1879] lr: 6.799e-02, eta: 3 days, 4:07:14, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6707, loss_cls: 2.6123, loss: 2.6123, grad_norm: 2.4041 2021-07-09 13:25:16,246 - mmaction - INFO - Epoch [99][340/1879] lr: 6.799e-02, eta: 3 days, 4:06:54, time: 0.887, data_time: 0.005, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6836, loss_cls: 2.5148, loss: 2.5148, grad_norm: 2.3845 2021-07-09 13:25:33,819 - mmaction - INFO - Epoch [99][360/1879] lr: 6.799e-02, eta: 3 days, 4:06:34, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6648, loss_cls: 2.6114, loss: 2.6114, grad_norm: 2.4349 2021-07-09 13:25:51,417 - mmaction - INFO - Epoch [99][380/1879] lr: 6.799e-02, eta: 3 days, 4:06:14, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6680, loss_cls: 2.5734, loss: 2.5734, grad_norm: 2.4158 2021-07-09 13:26:08,997 - mmaction - INFO - Epoch [99][400/1879] lr: 6.799e-02, eta: 3 days, 4:05:55, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6520, loss_cls: 2.6682, loss: 2.6682, grad_norm: 2.4397 2021-07-09 13:26:26,576 - mmaction - INFO - Epoch [99][420/1879] lr: 6.799e-02, eta: 3 days, 4:05:35, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6465, loss_cls: 2.6480, loss: 2.6480, grad_norm: 2.4315 2021-07-09 13:26:44,075 - mmaction - INFO - Epoch [99][440/1879] lr: 6.799e-02, eta: 3 days, 4:05:15, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6625, loss_cls: 2.5914, loss: 2.5914, grad_norm: 2.3862 2021-07-09 13:27:01,557 - mmaction - INFO - Epoch [99][460/1879] lr: 6.799e-02, eta: 3 days, 4:04:55, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6504, loss_cls: 2.6614, loss: 2.6614, grad_norm: 2.4289 2021-07-09 13:27:19,093 - mmaction - INFO - Epoch [99][480/1879] lr: 6.799e-02, eta: 3 days, 4:04:35, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6562, loss_cls: 2.6473, loss: 2.6473, grad_norm: 2.3900 2021-07-09 13:27:36,734 - mmaction - INFO - Epoch [99][500/1879] lr: 6.799e-02, eta: 3 days, 4:04:15, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6555, loss_cls: 2.5839, loss: 2.5839, grad_norm: 2.3578 2021-07-09 13:27:54,154 - mmaction - INFO - Epoch [99][520/1879] lr: 6.799e-02, eta: 3 days, 4:03:55, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6598, loss_cls: 2.6196, loss: 2.6196, grad_norm: 2.4439 2021-07-09 13:28:11,653 - mmaction - INFO - Epoch [99][540/1879] lr: 6.799e-02, eta: 3 days, 4:03:34, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6500, loss_cls: 2.6799, loss: 2.6799, grad_norm: 2.3874 2021-07-09 13:28:29,339 - mmaction - INFO - Epoch [99][560/1879] lr: 6.799e-02, eta: 3 days, 4:03:15, time: 0.886, data_time: 0.005, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6770, loss_cls: 2.5738, loss: 2.5738, grad_norm: 2.3839 2021-07-09 13:28:46,943 - mmaction - INFO - Epoch [99][580/1879] lr: 6.799e-02, eta: 3 days, 4:02:55, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6719, loss_cls: 2.5528, loss: 2.5528, grad_norm: 2.3335 2021-07-09 13:29:04,439 - mmaction - INFO - Epoch [99][600/1879] lr: 6.799e-02, eta: 3 days, 4:02:35, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6719, loss_cls: 2.6067, loss: 2.6067, grad_norm: 2.4164 2021-07-09 13:29:22,070 - mmaction - INFO - Epoch [99][620/1879] lr: 6.799e-02, eta: 3 days, 4:02:15, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.3988, top5_acc: 0.6445, loss_cls: 2.6799, loss: 2.6799, grad_norm: 2.4057 2021-07-09 13:29:39,596 - mmaction - INFO - Epoch [99][640/1879] lr: 6.799e-02, eta: 3 days, 4:01:55, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6691, loss_cls: 2.6104, loss: 2.6104, grad_norm: 2.4223 2021-07-09 13:29:57,083 - mmaction - INFO - Epoch [99][660/1879] lr: 6.799e-02, eta: 3 days, 4:01:35, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6641, loss_cls: 2.6095, loss: 2.6095, grad_norm: 2.4480 2021-07-09 13:30:14,838 - mmaction - INFO - Epoch [99][680/1879] lr: 6.799e-02, eta: 3 days, 4:01:15, time: 0.889, data_time: 0.003, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6602, loss_cls: 2.6159, loss: 2.6159, grad_norm: 2.4303 2021-07-09 13:30:32,447 - mmaction - INFO - Epoch [99][700/1879] lr: 6.799e-02, eta: 3 days, 4:00:55, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6723, loss_cls: 2.6085, loss: 2.6085, grad_norm: 2.3635 2021-07-09 13:30:50,185 - mmaction - INFO - Epoch [99][720/1879] lr: 6.799e-02, eta: 3 days, 4:00:36, time: 0.887, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6754, loss_cls: 2.5582, loss: 2.5582, grad_norm: 2.3485 2021-07-09 13:31:07,771 - mmaction - INFO - Epoch [99][740/1879] lr: 6.799e-02, eta: 3 days, 4:00:16, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6934, loss_cls: 2.4812, loss: 2.4812, grad_norm: 2.3488 2021-07-09 13:31:25,360 - mmaction - INFO - Epoch [99][760/1879] lr: 6.799e-02, eta: 3 days, 3:59:56, time: 0.878, data_time: 0.007, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6570, loss_cls: 2.6477, loss: 2.6477, grad_norm: 2.4030 2021-07-09 13:31:42,870 - mmaction - INFO - Epoch [99][780/1879] lr: 6.799e-02, eta: 3 days, 3:59:36, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6707, loss_cls: 2.6014, loss: 2.6014, grad_norm: 2.4443 2021-07-09 13:32:00,370 - mmaction - INFO - Epoch [99][800/1879] lr: 6.799e-02, eta: 3 days, 3:59:16, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6664, loss_cls: 2.6227, loss: 2.6227, grad_norm: 2.4226 2021-07-09 13:32:18,003 - mmaction - INFO - Epoch [99][820/1879] lr: 6.799e-02, eta: 3 days, 3:58:56, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6746, loss_cls: 2.5691, loss: 2.5691, grad_norm: 2.3954 2021-07-09 13:32:35,443 - mmaction - INFO - Epoch [99][840/1879] lr: 6.799e-02, eta: 3 days, 3:58:36, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6562, loss_cls: 2.6343, loss: 2.6343, grad_norm: 2.4616 2021-07-09 13:32:52,937 - mmaction - INFO - Epoch [99][860/1879] lr: 6.799e-02, eta: 3 days, 3:58:16, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6645, loss_cls: 2.6484, loss: 2.6484, grad_norm: 2.4435 2021-07-09 13:33:10,396 - mmaction - INFO - Epoch [99][880/1879] lr: 6.799e-02, eta: 3 days, 3:57:56, time: 0.871, data_time: 0.000, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6715, loss_cls: 2.5783, loss: 2.5783, grad_norm: 2.4316 2021-07-09 13:33:28,019 - mmaction - INFO - Epoch [99][900/1879] lr: 6.799e-02, eta: 3 days, 3:57:36, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6625, loss_cls: 2.6374, loss: 2.6374, grad_norm: 2.3963 2021-07-09 13:33:45,524 - mmaction - INFO - Epoch [99][920/1879] lr: 6.799e-02, eta: 3 days, 3:57:16, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6699, loss_cls: 2.5718, loss: 2.5718, grad_norm: 2.3718 2021-07-09 13:34:03,084 - mmaction - INFO - Epoch [99][940/1879] lr: 6.799e-02, eta: 3 days, 3:56:56, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6684, loss_cls: 2.5924, loss: 2.5924, grad_norm: 2.4043 2021-07-09 13:34:20,691 - mmaction - INFO - Epoch [99][960/1879] lr: 6.799e-02, eta: 3 days, 3:56:36, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6609, loss_cls: 2.6087, loss: 2.6087, grad_norm: 2.4349 2021-07-09 13:34:38,318 - mmaction - INFO - Epoch [99][980/1879] lr: 6.799e-02, eta: 3 days, 3:56:16, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6750, loss_cls: 2.5730, loss: 2.5730, grad_norm: 2.4203 2021-07-09 13:34:55,752 - mmaction - INFO - Epoch [99][1000/1879] lr: 6.799e-02, eta: 3 days, 3:55:56, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6738, loss_cls: 2.5797, loss: 2.5797, grad_norm: 2.4433 2021-07-09 13:35:13,399 - mmaction - INFO - Epoch [99][1020/1879] lr: 6.799e-02, eta: 3 days, 3:55:36, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6617, loss_cls: 2.6462, loss: 2.6462, grad_norm: 2.4831 2021-07-09 13:35:30,908 - mmaction - INFO - Epoch [99][1040/1879] lr: 6.799e-02, eta: 3 days, 3:55:16, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6766, loss_cls: 2.5511, loss: 2.5511, grad_norm: 2.3953 2021-07-09 13:35:48,543 - mmaction - INFO - Epoch [99][1060/1879] lr: 6.799e-02, eta: 3 days, 3:54:56, time: 0.883, data_time: 0.006, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6512, loss_cls: 2.6472, loss: 2.6472, grad_norm: 2.4127 2021-07-09 13:36:06,167 - mmaction - INFO - Epoch [99][1080/1879] lr: 6.799e-02, eta: 3 days, 3:54:36, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6582, loss_cls: 2.6523, loss: 2.6523, grad_norm: 2.4368 2021-07-09 13:36:23,811 - mmaction - INFO - Epoch [99][1100/1879] lr: 6.799e-02, eta: 3 days, 3:54:17, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6703, loss_cls: 2.5943, loss: 2.5943, grad_norm: 2.3670 2021-07-09 13:36:41,451 - mmaction - INFO - Epoch [99][1120/1879] lr: 6.799e-02, eta: 3 days, 3:53:57, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.4035, top5_acc: 0.6539, loss_cls: 2.6639, loss: 2.6639, grad_norm: 2.4239 2021-07-09 13:36:59,064 - mmaction - INFO - Epoch [99][1140/1879] lr: 6.799e-02, eta: 3 days, 3:53:37, time: 0.883, data_time: 0.005, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6738, loss_cls: 2.5318, loss: 2.5318, grad_norm: 2.3459 2021-07-09 13:37:16,574 - mmaction - INFO - Epoch [99][1160/1879] lr: 6.799e-02, eta: 3 days, 3:53:17, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6621, loss_cls: 2.6187, loss: 2.6187, grad_norm: 2.3960 2021-07-09 13:37:34,200 - mmaction - INFO - Epoch [99][1180/1879] lr: 6.799e-02, eta: 3 days, 3:52:57, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.4020, top5_acc: 0.6504, loss_cls: 2.6569, loss: 2.6569, grad_norm: 2.3976 2021-07-09 13:37:51,843 - mmaction - INFO - Epoch [99][1200/1879] lr: 6.799e-02, eta: 3 days, 3:52:37, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6578, loss_cls: 2.6459, loss: 2.6459, grad_norm: 2.3982 2021-07-09 13:38:09,506 - mmaction - INFO - Epoch [99][1220/1879] lr: 6.799e-02, eta: 3 days, 3:52:18, time: 0.884, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6680, loss_cls: 2.5895, loss: 2.5895, grad_norm: 2.3718 2021-07-09 13:38:27,145 - mmaction - INFO - Epoch [99][1240/1879] lr: 6.799e-02, eta: 3 days, 3:51:58, time: 0.884, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6617, loss_cls: 2.6338, loss: 2.6338, grad_norm: 2.3420 2021-07-09 13:38:44,683 - mmaction - INFO - Epoch [99][1260/1879] lr: 6.799e-02, eta: 3 days, 3:51:38, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6711, loss_cls: 2.6005, loss: 2.6005, grad_norm: 2.3754 2021-07-09 13:39:02,264 - mmaction - INFO - Epoch [99][1280/1879] lr: 6.799e-02, eta: 3 days, 3:51:18, time: 0.883, data_time: 0.005, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6672, loss_cls: 2.6174, loss: 2.6174, grad_norm: 2.4152 2021-07-09 13:39:19,837 - mmaction - INFO - Epoch [99][1300/1879] lr: 6.799e-02, eta: 3 days, 3:50:58, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6660, loss_cls: 2.6126, loss: 2.6126, grad_norm: 2.4004 2021-07-09 13:39:37,297 - mmaction - INFO - Epoch [99][1320/1879] lr: 6.799e-02, eta: 3 days, 3:50:38, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6723, loss_cls: 2.5968, loss: 2.5968, grad_norm: 2.3543 2021-07-09 13:39:54,870 - mmaction - INFO - Epoch [99][1340/1879] lr: 6.799e-02, eta: 3 days, 3:50:18, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6602, loss_cls: 2.6170, loss: 2.6170, grad_norm: 2.3895 2021-07-09 13:40:12,541 - mmaction - INFO - Epoch [99][1360/1879] lr: 6.799e-02, eta: 3 days, 3:49:58, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6742, loss_cls: 2.5425, loss: 2.5425, grad_norm: 2.4246 2021-07-09 13:40:30,042 - mmaction - INFO - Epoch [99][1380/1879] lr: 6.799e-02, eta: 3 days, 3:49:38, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6605, loss_cls: 2.5929, loss: 2.5929, grad_norm: 2.4410 2021-07-09 13:40:47,656 - mmaction - INFO - Epoch [99][1400/1879] lr: 6.799e-02, eta: 3 days, 3:49:18, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6641, loss_cls: 2.6390, loss: 2.6390, grad_norm: 2.3927 2021-07-09 13:41:05,181 - mmaction - INFO - Epoch [99][1420/1879] lr: 6.799e-02, eta: 3 days, 3:48:58, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6559, loss_cls: 2.6387, loss: 2.6387, grad_norm: 2.4413 2021-07-09 13:41:22,871 - mmaction - INFO - Epoch [99][1440/1879] lr: 6.799e-02, eta: 3 days, 3:48:39, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6715, loss_cls: 2.6012, loss: 2.6012, grad_norm: 2.3805 2021-07-09 13:41:40,351 - mmaction - INFO - Epoch [99][1460/1879] lr: 6.799e-02, eta: 3 days, 3:48:19, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6512, loss_cls: 2.6836, loss: 2.6836, grad_norm: 2.4012 2021-07-09 13:41:57,861 - mmaction - INFO - Epoch [99][1480/1879] lr: 6.799e-02, eta: 3 days, 3:47:59, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6555, loss_cls: 2.6472, loss: 2.6472, grad_norm: 2.4342 2021-07-09 13:42:15,453 - mmaction - INFO - Epoch [99][1500/1879] lr: 6.799e-02, eta: 3 days, 3:47:39, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6461, loss_cls: 2.6940, loss: 2.6940, grad_norm: 2.4403 2021-07-09 13:42:32,964 - mmaction - INFO - Epoch [99][1520/1879] lr: 6.799e-02, eta: 3 days, 3:47:19, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6723, loss_cls: 2.6478, loss: 2.6478, grad_norm: 2.4448 2021-07-09 13:42:50,529 - mmaction - INFO - Epoch [99][1540/1879] lr: 6.799e-02, eta: 3 days, 3:46:59, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6559, loss_cls: 2.6666, loss: 2.6666, grad_norm: 2.4133 2021-07-09 13:43:08,069 - mmaction - INFO - Epoch [99][1560/1879] lr: 6.799e-02, eta: 3 days, 3:46:39, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6723, loss_cls: 2.5855, loss: 2.5855, grad_norm: 2.3288 2021-07-09 13:43:25,693 - mmaction - INFO - Epoch [99][1580/1879] lr: 6.799e-02, eta: 3 days, 3:46:19, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6809, loss_cls: 2.5212, loss: 2.5212, grad_norm: 2.4160 2021-07-09 13:43:43,311 - mmaction - INFO - Epoch [99][1600/1879] lr: 6.799e-02, eta: 3 days, 3:45:59, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6605, loss_cls: 2.6445, loss: 2.6445, grad_norm: 2.4090 2021-07-09 13:44:00,873 - mmaction - INFO - Epoch [99][1620/1879] lr: 6.799e-02, eta: 3 days, 3:45:39, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6691, loss_cls: 2.6125, loss: 2.6125, grad_norm: 2.4067 2021-07-09 13:44:18,439 - mmaction - INFO - Epoch [99][1640/1879] lr: 6.799e-02, eta: 3 days, 3:45:19, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6562, loss_cls: 2.6339, loss: 2.6339, grad_norm: 2.4711 2021-07-09 13:44:35,940 - mmaction - INFO - Epoch [99][1660/1879] lr: 6.799e-02, eta: 3 days, 3:44:59, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6508, loss_cls: 2.6608, loss: 2.6608, grad_norm: 2.4320 2021-07-09 13:44:53,540 - mmaction - INFO - Epoch [99][1680/1879] lr: 6.799e-02, eta: 3 days, 3:44:39, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6691, loss_cls: 2.5558, loss: 2.5558, grad_norm: 2.3374 2021-07-09 13:45:11,161 - mmaction - INFO - Epoch [99][1700/1879] lr: 6.799e-02, eta: 3 days, 3:44:20, time: 0.883, data_time: 0.006, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6535, loss_cls: 2.6829, loss: 2.6829, grad_norm: 2.3843 2021-07-09 13:45:28,793 - mmaction - INFO - Epoch [99][1720/1879] lr: 6.799e-02, eta: 3 days, 3:44:00, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6422, loss_cls: 2.6870, loss: 2.6870, grad_norm: 2.4501 2021-07-09 13:45:46,287 - mmaction - INFO - Epoch [99][1740/1879] lr: 6.799e-02, eta: 3 days, 3:43:40, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6488, loss_cls: 2.6443, loss: 2.6443, grad_norm: 2.3559 2021-07-09 13:46:03,927 - mmaction - INFO - Epoch [99][1760/1879] lr: 6.799e-02, eta: 3 days, 3:43:20, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6566, loss_cls: 2.5953, loss: 2.5953, grad_norm: 2.3606 2021-07-09 13:46:21,562 - mmaction - INFO - Epoch [99][1780/1879] lr: 6.799e-02, eta: 3 days, 3:43:00, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6805, loss_cls: 2.5683, loss: 2.5683, grad_norm: 2.3886 2021-07-09 13:46:39,105 - mmaction - INFO - Epoch [99][1800/1879] lr: 6.799e-02, eta: 3 days, 3:42:40, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.3887, top5_acc: 0.6531, loss_cls: 2.6684, loss: 2.6684, grad_norm: 2.4446 2021-07-09 13:46:56,560 - mmaction - INFO - Epoch [99][1820/1879] lr: 6.799e-02, eta: 3 days, 3:42:20, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6656, loss_cls: 2.5978, loss: 2.5978, grad_norm: 2.3718 2021-07-09 13:47:14,335 - mmaction - INFO - Epoch [99][1840/1879] lr: 6.799e-02, eta: 3 days, 3:42:00, time: 0.886, data_time: 0.006, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6707, loss_cls: 2.5678, loss: 2.5678, grad_norm: 2.4208 2021-07-09 13:47:31,854 - mmaction - INFO - Epoch [99][1860/1879] lr: 6.799e-02, eta: 3 days, 3:41:40, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6570, loss_cls: 2.6184, loss: 2.6184, grad_norm: 2.4129 2021-07-09 13:50:31,555 - mmaction - INFO - Epoch [100][20/1879] lr: 6.742e-02, eta: 3 days, 3:44:12, time: 7.730, data_time: 6.701, memory: 6462, top1_acc: 0.4016, top5_acc: 0.6480, loss_cls: 2.6884, loss: 2.6884, grad_norm: 2.4118 2021-07-09 13:50:48,674 - mmaction - INFO - Epoch [100][40/1879] lr: 6.742e-02, eta: 3 days, 3:43:52, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6738, loss_cls: 2.5415, loss: 2.5415, grad_norm: 2.3783 2021-07-09 13:51:06,063 - mmaction - INFO - Epoch [100][60/1879] lr: 6.742e-02, eta: 3 days, 3:43:32, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6609, loss_cls: 2.5442, loss: 2.5442, grad_norm: 2.3563 2021-07-09 13:51:23,487 - mmaction - INFO - Epoch [100][80/1879] lr: 6.742e-02, eta: 3 days, 3:43:11, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6695, loss_cls: 2.6119, loss: 2.6119, grad_norm: 2.4273 2021-07-09 13:51:40,937 - mmaction - INFO - Epoch [100][100/1879] lr: 6.742e-02, eta: 3 days, 3:42:51, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6766, loss_cls: 2.5968, loss: 2.5968, grad_norm: 2.4285 2021-07-09 13:51:58,412 - mmaction - INFO - Epoch [100][120/1879] lr: 6.742e-02, eta: 3 days, 3:42:31, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6652, loss_cls: 2.5886, loss: 2.5886, grad_norm: 2.4231 2021-07-09 13:52:15,954 - mmaction - INFO - Epoch [100][140/1879] lr: 6.742e-02, eta: 3 days, 3:42:11, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6520, loss_cls: 2.6345, loss: 2.6345, grad_norm: 2.4378 2021-07-09 13:52:33,446 - mmaction - INFO - Epoch [100][160/1879] lr: 6.742e-02, eta: 3 days, 3:41:51, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6832, loss_cls: 2.5228, loss: 2.5228, grad_norm: 2.3745 2021-07-09 13:52:51,038 - mmaction - INFO - Epoch [100][180/1879] lr: 6.742e-02, eta: 3 days, 3:41:31, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6656, loss_cls: 2.5983, loss: 2.5983, grad_norm: 2.4454 2021-07-09 13:53:08,515 - mmaction - INFO - Epoch [100][200/1879] lr: 6.742e-02, eta: 3 days, 3:41:11, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6770, loss_cls: 2.5455, loss: 2.5455, grad_norm: 2.3607 2021-07-09 13:53:26,035 - mmaction - INFO - Epoch [100][220/1879] lr: 6.742e-02, eta: 3 days, 3:40:51, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6922, loss_cls: 2.4947, loss: 2.4947, grad_norm: 2.4493 2021-07-09 13:53:43,483 - mmaction - INFO - Epoch [100][240/1879] lr: 6.742e-02, eta: 3 days, 3:40:31, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6781, loss_cls: 2.5435, loss: 2.5435, grad_norm: 2.4043 2021-07-09 13:54:01,002 - mmaction - INFO - Epoch [100][260/1879] lr: 6.742e-02, eta: 3 days, 3:40:11, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6766, loss_cls: 2.5457, loss: 2.5457, grad_norm: 2.4111 2021-07-09 13:54:18,678 - mmaction - INFO - Epoch [100][280/1879] lr: 6.742e-02, eta: 3 days, 3:39:51, time: 0.884, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6707, loss_cls: 2.5464, loss: 2.5464, grad_norm: 2.4019 2021-07-09 13:54:36,271 - mmaction - INFO - Epoch [100][300/1879] lr: 6.742e-02, eta: 3 days, 3:39:31, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6480, loss_cls: 2.6333, loss: 2.6333, grad_norm: 2.4728 2021-07-09 13:54:53,817 - mmaction - INFO - Epoch [100][320/1879] lr: 6.742e-02, eta: 3 days, 3:39:11, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6520, loss_cls: 2.6723, loss: 2.6723, grad_norm: 2.3819 2021-07-09 13:55:11,382 - mmaction - INFO - Epoch [100][340/1879] lr: 6.742e-02, eta: 3 days, 3:38:51, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6766, loss_cls: 2.5497, loss: 2.5497, grad_norm: 2.3692 2021-07-09 13:55:28,841 - mmaction - INFO - Epoch [100][360/1879] lr: 6.742e-02, eta: 3 days, 3:38:31, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6652, loss_cls: 2.6048, loss: 2.6048, grad_norm: 2.4143 2021-07-09 13:55:46,394 - mmaction - INFO - Epoch [100][380/1879] lr: 6.742e-02, eta: 3 days, 3:38:11, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6562, loss_cls: 2.6063, loss: 2.6063, grad_norm: 2.4310 2021-07-09 13:56:03,966 - mmaction - INFO - Epoch [100][400/1879] lr: 6.742e-02, eta: 3 days, 3:37:51, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6852, loss_cls: 2.5506, loss: 2.5506, grad_norm: 2.4301 2021-07-09 13:56:21,551 - mmaction - INFO - Epoch [100][420/1879] lr: 6.742e-02, eta: 3 days, 3:37:32, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6656, loss_cls: 2.5697, loss: 2.5697, grad_norm: 2.3961 2021-07-09 13:56:39,104 - mmaction - INFO - Epoch [100][440/1879] lr: 6.742e-02, eta: 3 days, 3:37:12, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6699, loss_cls: 2.5890, loss: 2.5890, grad_norm: 2.4258 2021-07-09 13:56:56,621 - mmaction - INFO - Epoch [100][460/1879] lr: 6.742e-02, eta: 3 days, 3:36:52, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6703, loss_cls: 2.6042, loss: 2.6042, grad_norm: 2.3959 2021-07-09 13:57:14,177 - mmaction - INFO - Epoch [100][480/1879] lr: 6.742e-02, eta: 3 days, 3:36:32, time: 0.878, data_time: 0.009, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6652, loss_cls: 2.5805, loss: 2.5805, grad_norm: 2.3553 2021-07-09 13:57:31,790 - mmaction - INFO - Epoch [100][500/1879] lr: 6.742e-02, eta: 3 days, 3:36:12, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6613, loss_cls: 2.6187, loss: 2.6187, grad_norm: 2.4284 2021-07-09 13:57:49,415 - mmaction - INFO - Epoch [100][520/1879] lr: 6.742e-02, eta: 3 days, 3:35:52, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6672, loss_cls: 2.6277, loss: 2.6277, grad_norm: 2.4189 2021-07-09 13:58:07,019 - mmaction - INFO - Epoch [100][540/1879] lr: 6.742e-02, eta: 3 days, 3:35:32, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6625, loss_cls: 2.6119, loss: 2.6119, grad_norm: 2.4783 2021-07-09 13:58:24,526 - mmaction - INFO - Epoch [100][560/1879] lr: 6.742e-02, eta: 3 days, 3:35:12, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6691, loss_cls: 2.5925, loss: 2.5925, grad_norm: 2.4227 2021-07-09 13:58:42,109 - mmaction - INFO - Epoch [100][580/1879] lr: 6.742e-02, eta: 3 days, 3:34:52, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6738, loss_cls: 2.5580, loss: 2.5580, grad_norm: 2.3996 2021-07-09 13:58:59,710 - mmaction - INFO - Epoch [100][600/1879] lr: 6.742e-02, eta: 3 days, 3:34:32, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6641, loss_cls: 2.5869, loss: 2.5869, grad_norm: 2.3878 2021-07-09 13:59:17,239 - mmaction - INFO - Epoch [100][620/1879] lr: 6.742e-02, eta: 3 days, 3:34:12, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6594, loss_cls: 2.5973, loss: 2.5973, grad_norm: 2.4216 2021-07-09 13:59:34,773 - mmaction - INFO - Epoch [100][640/1879] lr: 6.742e-02, eta: 3 days, 3:33:52, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6676, loss_cls: 2.5994, loss: 2.5994, grad_norm: 2.4515 2021-07-09 13:59:52,324 - mmaction - INFO - Epoch [100][660/1879] lr: 6.742e-02, eta: 3 days, 3:33:32, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6715, loss_cls: 2.5526, loss: 2.5526, grad_norm: 2.4084 2021-07-09 14:00:09,891 - mmaction - INFO - Epoch [100][680/1879] lr: 6.742e-02, eta: 3 days, 3:33:12, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6746, loss_cls: 2.5600, loss: 2.5600, grad_norm: 2.3961 2021-07-09 14:00:27,463 - mmaction - INFO - Epoch [100][700/1879] lr: 6.742e-02, eta: 3 days, 3:32:53, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6691, loss_cls: 2.6019, loss: 2.6019, grad_norm: 2.4631 2021-07-09 14:00:44,891 - mmaction - INFO - Epoch [100][720/1879] lr: 6.742e-02, eta: 3 days, 3:32:32, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6566, loss_cls: 2.5870, loss: 2.5870, grad_norm: 2.4167 2021-07-09 14:01:02,415 - mmaction - INFO - Epoch [100][740/1879] lr: 6.742e-02, eta: 3 days, 3:32:12, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6723, loss_cls: 2.5349, loss: 2.5349, grad_norm: 2.4472 2021-07-09 14:01:19,939 - mmaction - INFO - Epoch [100][760/1879] lr: 6.742e-02, eta: 3 days, 3:31:52, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6566, loss_cls: 2.6277, loss: 2.6277, grad_norm: 2.4419 2021-07-09 14:01:37,422 - mmaction - INFO - Epoch [100][780/1879] lr: 6.742e-02, eta: 3 days, 3:31:32, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6613, loss_cls: 2.6271, loss: 2.6271, grad_norm: 2.3844 2021-07-09 14:01:54,906 - mmaction - INFO - Epoch [100][800/1879] lr: 6.742e-02, eta: 3 days, 3:31:12, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6570, loss_cls: 2.6200, loss: 2.6200, grad_norm: 2.3568 2021-07-09 14:02:12,468 - mmaction - INFO - Epoch [100][820/1879] lr: 6.742e-02, eta: 3 days, 3:30:52, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6613, loss_cls: 2.6273, loss: 2.6273, grad_norm: 2.4010 2021-07-09 14:02:30,004 - mmaction - INFO - Epoch [100][840/1879] lr: 6.742e-02, eta: 3 days, 3:30:32, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6551, loss_cls: 2.6605, loss: 2.6605, grad_norm: 2.3897 2021-07-09 14:02:47,564 - mmaction - INFO - Epoch [100][860/1879] lr: 6.742e-02, eta: 3 days, 3:30:12, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6645, loss_cls: 2.5992, loss: 2.5992, grad_norm: 2.3561 2021-07-09 14:03:05,161 - mmaction - INFO - Epoch [100][880/1879] lr: 6.742e-02, eta: 3 days, 3:29:53, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6641, loss_cls: 2.5919, loss: 2.5919, grad_norm: 2.3565 2021-07-09 14:03:22,772 - mmaction - INFO - Epoch [100][900/1879] lr: 6.742e-02, eta: 3 days, 3:29:33, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6402, loss_cls: 2.6977, loss: 2.6977, grad_norm: 2.4103 2021-07-09 14:03:40,233 - mmaction - INFO - Epoch [100][920/1879] lr: 6.742e-02, eta: 3 days, 3:29:13, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6676, loss_cls: 2.6110, loss: 2.6110, grad_norm: 2.4414 2021-07-09 14:03:57,732 - mmaction - INFO - Epoch [100][940/1879] lr: 6.742e-02, eta: 3 days, 3:28:53, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6711, loss_cls: 2.6280, loss: 2.6280, grad_norm: 2.4078 2021-07-09 14:04:15,212 - mmaction - INFO - Epoch [100][960/1879] lr: 6.742e-02, eta: 3 days, 3:28:33, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6562, loss_cls: 2.6277, loss: 2.6277, grad_norm: 2.4070 2021-07-09 14:04:32,716 - mmaction - INFO - Epoch [100][980/1879] lr: 6.742e-02, eta: 3 days, 3:28:13, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6750, loss_cls: 2.5593, loss: 2.5593, grad_norm: 2.4118 2021-07-09 14:04:50,164 - mmaction - INFO - Epoch [100][1000/1879] lr: 6.742e-02, eta: 3 days, 3:27:52, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6676, loss_cls: 2.5875, loss: 2.5875, grad_norm: 2.4166 2021-07-09 14:05:07,746 - mmaction - INFO - Epoch [100][1020/1879] lr: 6.742e-02, eta: 3 days, 3:27:33, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6617, loss_cls: 2.6279, loss: 2.6279, grad_norm: 2.4008 2021-07-09 14:05:25,254 - mmaction - INFO - Epoch [100][1040/1879] lr: 6.742e-02, eta: 3 days, 3:27:13, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6637, loss_cls: 2.6208, loss: 2.6208, grad_norm: 2.3889 2021-07-09 14:05:42,863 - mmaction - INFO - Epoch [100][1060/1879] lr: 6.742e-02, eta: 3 days, 3:26:53, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6645, loss_cls: 2.5963, loss: 2.5963, grad_norm: 2.3962 2021-07-09 14:06:00,373 - mmaction - INFO - Epoch [100][1080/1879] lr: 6.742e-02, eta: 3 days, 3:26:33, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6566, loss_cls: 2.6006, loss: 2.6006, grad_norm: 2.3976 2021-07-09 14:06:18,025 - mmaction - INFO - Epoch [100][1100/1879] lr: 6.742e-02, eta: 3 days, 3:26:13, time: 0.884, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6586, loss_cls: 2.6512, loss: 2.6512, grad_norm: 2.3964 2021-07-09 14:06:35,535 - mmaction - INFO - Epoch [100][1120/1879] lr: 6.742e-02, eta: 3 days, 3:25:53, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6664, loss_cls: 2.5803, loss: 2.5803, grad_norm: 2.3856 2021-07-09 14:06:52,969 - mmaction - INFO - Epoch [100][1140/1879] lr: 6.742e-02, eta: 3 days, 3:25:33, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6707, loss_cls: 2.6003, loss: 2.6003, grad_norm: 2.5307 2021-07-09 14:07:10,369 - mmaction - INFO - Epoch [100][1160/1879] lr: 6.742e-02, eta: 3 days, 3:25:13, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.3941, top5_acc: 0.6473, loss_cls: 2.6997, loss: 2.6997, grad_norm: 2.4439 2021-07-09 14:07:28,063 - mmaction - INFO - Epoch [100][1180/1879] lr: 6.742e-02, eta: 3 days, 3:24:53, time: 0.885, data_time: 0.004, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6664, loss_cls: 2.5960, loss: 2.5960, grad_norm: 2.3424 2021-07-09 14:07:45,631 - mmaction - INFO - Epoch [100][1200/1879] lr: 6.742e-02, eta: 3 days, 3:24:33, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6687, loss_cls: 2.6240, loss: 2.6240, grad_norm: 2.4010 2021-07-09 14:08:03,061 - mmaction - INFO - Epoch [100][1220/1879] lr: 6.742e-02, eta: 3 days, 3:24:13, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6578, loss_cls: 2.6084, loss: 2.6084, grad_norm: 2.3420 2021-07-09 14:08:20,606 - mmaction - INFO - Epoch [100][1240/1879] lr: 6.742e-02, eta: 3 days, 3:23:53, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6512, loss_cls: 2.6701, loss: 2.6701, grad_norm: 2.4169 2021-07-09 14:08:38,301 - mmaction - INFO - Epoch [100][1260/1879] lr: 6.742e-02, eta: 3 days, 3:23:33, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6574, loss_cls: 2.6199, loss: 2.6199, grad_norm: 2.3842 2021-07-09 14:08:55,741 - mmaction - INFO - Epoch [100][1280/1879] lr: 6.742e-02, eta: 3 days, 3:23:13, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6652, loss_cls: 2.6400, loss: 2.6400, grad_norm: 2.4144 2021-07-09 14:09:13,213 - mmaction - INFO - Epoch [100][1300/1879] lr: 6.742e-02, eta: 3 days, 3:22:53, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6797, loss_cls: 2.5288, loss: 2.5288, grad_norm: 2.3134 2021-07-09 14:09:30,733 - mmaction - INFO - Epoch [100][1320/1879] lr: 6.742e-02, eta: 3 days, 3:22:33, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6789, loss_cls: 2.5604, loss: 2.5604, grad_norm: 2.3824 2021-07-09 14:09:48,270 - mmaction - INFO - Epoch [100][1340/1879] lr: 6.742e-02, eta: 3 days, 3:22:13, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6477, loss_cls: 2.6991, loss: 2.6991, grad_norm: 2.4281 2021-07-09 14:10:05,771 - mmaction - INFO - Epoch [100][1360/1879] lr: 6.742e-02, eta: 3 days, 3:21:53, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6703, loss_cls: 2.5695, loss: 2.5695, grad_norm: 2.3802 2021-07-09 14:10:23,423 - mmaction - INFO - Epoch [100][1380/1879] lr: 6.742e-02, eta: 3 days, 3:21:33, time: 0.883, data_time: 0.002, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6539, loss_cls: 2.6384, loss: 2.6384, grad_norm: 2.4288 2021-07-09 14:10:40,965 - mmaction - INFO - Epoch [100][1400/1879] lr: 6.742e-02, eta: 3 days, 3:21:13, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6684, loss_cls: 2.5904, loss: 2.5904, grad_norm: 2.4232 2021-07-09 14:10:58,512 - mmaction - INFO - Epoch [100][1420/1879] lr: 6.742e-02, eta: 3 days, 3:20:53, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6543, loss_cls: 2.6732, loss: 2.6732, grad_norm: 2.3520 2021-07-09 14:11:16,160 - mmaction - INFO - Epoch [100][1440/1879] lr: 6.742e-02, eta: 3 days, 3:20:34, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6629, loss_cls: 2.6273, loss: 2.6273, grad_norm: 2.4322 2021-07-09 14:11:33,612 - mmaction - INFO - Epoch [100][1460/1879] lr: 6.742e-02, eta: 3 days, 3:20:14, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6734, loss_cls: 2.5976, loss: 2.5976, grad_norm: 2.4327 2021-07-09 14:11:51,265 - mmaction - INFO - Epoch [100][1480/1879] lr: 6.742e-02, eta: 3 days, 3:19:54, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6594, loss_cls: 2.6016, loss: 2.6016, grad_norm: 2.4382 2021-07-09 14:12:08,832 - mmaction - INFO - Epoch [100][1500/1879] lr: 6.742e-02, eta: 3 days, 3:19:34, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6594, loss_cls: 2.6114, loss: 2.6114, grad_norm: 2.4078 2021-07-09 14:12:26,277 - mmaction - INFO - Epoch [100][1520/1879] lr: 6.742e-02, eta: 3 days, 3:19:14, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6453, loss_cls: 2.6513, loss: 2.6513, grad_norm: 2.4471 2021-07-09 14:12:43,763 - mmaction - INFO - Epoch [100][1540/1879] lr: 6.742e-02, eta: 3 days, 3:18:54, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6613, loss_cls: 2.5943, loss: 2.5943, grad_norm: 2.4413 2021-07-09 14:13:01,279 - mmaction - INFO - Epoch [100][1560/1879] lr: 6.742e-02, eta: 3 days, 3:18:34, time: 0.874, data_time: 0.000, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6516, loss_cls: 2.6565, loss: 2.6565, grad_norm: 2.4433 2021-07-09 14:13:18,832 - mmaction - INFO - Epoch [100][1580/1879] lr: 6.742e-02, eta: 3 days, 3:18:14, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6664, loss_cls: 2.5778, loss: 2.5778, grad_norm: 2.3821 2021-07-09 14:13:36,282 - mmaction - INFO - Epoch [100][1600/1879] lr: 6.742e-02, eta: 3 days, 3:17:54, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6512, loss_cls: 2.6123, loss: 2.6123, grad_norm: 2.3998 2021-07-09 14:13:53,818 - mmaction - INFO - Epoch [100][1620/1879] lr: 6.742e-02, eta: 3 days, 3:17:34, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6672, loss_cls: 2.6312, loss: 2.6312, grad_norm: 2.4256 2021-07-09 14:14:11,325 - mmaction - INFO - Epoch [100][1640/1879] lr: 6.742e-02, eta: 3 days, 3:17:14, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6637, loss_cls: 2.6359, loss: 2.6359, grad_norm: 2.3775 2021-07-09 14:14:28,848 - mmaction - INFO - Epoch [100][1660/1879] lr: 6.742e-02, eta: 3 days, 3:16:54, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6562, loss_cls: 2.6545, loss: 2.6545, grad_norm: 2.3927 2021-07-09 14:14:46,400 - mmaction - INFO - Epoch [100][1680/1879] lr: 6.742e-02, eta: 3 days, 3:16:34, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6578, loss_cls: 2.5874, loss: 2.5874, grad_norm: 2.2879 2021-07-09 14:15:03,938 - mmaction - INFO - Epoch [100][1700/1879] lr: 6.742e-02, eta: 3 days, 3:16:14, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6668, loss_cls: 2.5719, loss: 2.5719, grad_norm: 2.3404 2021-07-09 14:15:21,374 - mmaction - INFO - Epoch [100][1720/1879] lr: 6.742e-02, eta: 3 days, 3:15:54, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6582, loss_cls: 2.6119, loss: 2.6119, grad_norm: 2.4146 2021-07-09 14:15:38,891 - mmaction - INFO - Epoch [100][1740/1879] lr: 6.742e-02, eta: 3 days, 3:15:34, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.3965, top5_acc: 0.6559, loss_cls: 2.6622, loss: 2.6622, grad_norm: 2.4462 2021-07-09 14:15:56,390 - mmaction - INFO - Epoch [100][1760/1879] lr: 6.742e-02, eta: 3 days, 3:15:14, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6625, loss_cls: 2.5844, loss: 2.5844, grad_norm: 2.3892 2021-07-09 14:16:13,962 - mmaction - INFO - Epoch [100][1780/1879] lr: 6.742e-02, eta: 3 days, 3:14:54, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6609, loss_cls: 2.5937, loss: 2.5937, grad_norm: 2.3938 2021-07-09 14:16:31,554 - mmaction - INFO - Epoch [100][1800/1879] lr: 6.742e-02, eta: 3 days, 3:14:34, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6676, loss_cls: 2.5895, loss: 2.5895, grad_norm: 2.3419 2021-07-09 14:16:49,146 - mmaction - INFO - Epoch [100][1820/1879] lr: 6.742e-02, eta: 3 days, 3:14:14, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.3961, top5_acc: 0.6562, loss_cls: 2.6374, loss: 2.6374, grad_norm: 2.4283 2021-07-09 14:17:06,700 - mmaction - INFO - Epoch [100][1840/1879] lr: 6.742e-02, eta: 3 days, 3:13:54, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6715, loss_cls: 2.5767, loss: 2.5767, grad_norm: 2.3448 2021-07-09 14:17:24,149 - mmaction - INFO - Epoch [100][1860/1879] lr: 6.742e-02, eta: 3 days, 3:13:34, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6750, loss_cls: 2.5577, loss: 2.5577, grad_norm: 2.4138 2021-07-09 14:21:33,758 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 14:21:34,579 - mmaction - INFO - top1_acc 0.4733 top5_acc 0.7413 2021-07-09 14:21:34,579 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 14:21:34,630 - mmaction - INFO - mean_acc 0.4731 2021-07-09 14:21:34,636 - mmaction - INFO - Saving checkpoint at 100 epochs 2021-07-09 14:21:35,059 - mmaction - INFO - Epoch(val) [100][155] top1_acc: 0.4733, top5_acc: 0.7413, mean_class_accuracy: 0.4731 2021-07-09 14:23:07,935 - mmaction - INFO - Epoch [101][20/1879] lr: 6.684e-02, eta: 3 days, 3:14:27, time: 4.642, data_time: 3.371, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6664, loss_cls: 2.5539, loss: 2.5539, grad_norm: 2.3552 2021-07-09 14:23:25,209 - mmaction - INFO - Epoch [101][40/1879] lr: 6.684e-02, eta: 3 days, 3:14:06, time: 0.863, data_time: 0.006, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6570, loss_cls: 2.6441, loss: 2.6441, grad_norm: 2.3925 2021-07-09 14:23:42,393 - mmaction - INFO - Epoch [101][60/1879] lr: 6.684e-02, eta: 3 days, 3:13:46, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6652, loss_cls: 2.5246, loss: 2.5246, grad_norm: 2.3938 2021-07-09 14:23:59,863 - mmaction - INFO - Epoch [101][80/1879] lr: 6.684e-02, eta: 3 days, 3:13:26, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6730, loss_cls: 2.5788, loss: 2.5788, grad_norm: 2.4291 2021-07-09 14:24:17,106 - mmaction - INFO - Epoch [101][100/1879] lr: 6.684e-02, eta: 3 days, 3:13:05, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6617, loss_cls: 2.5973, loss: 2.5973, grad_norm: 2.4617 2021-07-09 14:24:34,589 - mmaction - INFO - Epoch [101][120/1879] lr: 6.684e-02, eta: 3 days, 3:12:45, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6574, loss_cls: 2.6002, loss: 2.6002, grad_norm: 2.4240 2021-07-09 14:24:52,050 - mmaction - INFO - Epoch [101][140/1879] lr: 6.684e-02, eta: 3 days, 3:12:25, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6719, loss_cls: 2.5775, loss: 2.5775, grad_norm: 2.3920 2021-07-09 14:25:09,550 - mmaction - INFO - Epoch [101][160/1879] lr: 6.684e-02, eta: 3 days, 3:12:05, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6793, loss_cls: 2.5119, loss: 2.5119, grad_norm: 2.4248 2021-07-09 14:25:27,037 - mmaction - INFO - Epoch [101][180/1879] lr: 6.684e-02, eta: 3 days, 3:11:45, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6687, loss_cls: 2.5752, loss: 2.5752, grad_norm: 2.4643 2021-07-09 14:25:44,436 - mmaction - INFO - Epoch [101][200/1879] lr: 6.684e-02, eta: 3 days, 3:11:25, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6656, loss_cls: 2.5865, loss: 2.5865, grad_norm: 2.4303 2021-07-09 14:26:01,922 - mmaction - INFO - Epoch [101][220/1879] lr: 6.684e-02, eta: 3 days, 3:11:05, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6543, loss_cls: 2.6335, loss: 2.6335, grad_norm: 2.3868 2021-07-09 14:26:19,365 - mmaction - INFO - Epoch [101][240/1879] lr: 6.684e-02, eta: 3 days, 3:10:45, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6645, loss_cls: 2.6093, loss: 2.6093, grad_norm: 2.4691 2021-07-09 14:26:36,865 - mmaction - INFO - Epoch [101][260/1879] lr: 6.684e-02, eta: 3 days, 3:10:25, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6730, loss_cls: 2.5589, loss: 2.5589, grad_norm: 2.3605 2021-07-09 14:26:54,227 - mmaction - INFO - Epoch [101][280/1879] lr: 6.684e-02, eta: 3 days, 3:10:05, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6590, loss_cls: 2.6060, loss: 2.6060, grad_norm: 2.4111 2021-07-09 14:27:11,807 - mmaction - INFO - Epoch [101][300/1879] lr: 6.684e-02, eta: 3 days, 3:09:45, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6801, loss_cls: 2.5679, loss: 2.5679, grad_norm: 2.3646 2021-07-09 14:27:29,190 - mmaction - INFO - Epoch [101][320/1879] lr: 6.684e-02, eta: 3 days, 3:09:25, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6637, loss_cls: 2.5648, loss: 2.5648, grad_norm: 2.3752 2021-07-09 14:27:46,687 - mmaction - INFO - Epoch [101][340/1879] lr: 6.684e-02, eta: 3 days, 3:09:05, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6766, loss_cls: 2.5086, loss: 2.5086, grad_norm: 2.3562 2021-07-09 14:28:04,248 - mmaction - INFO - Epoch [101][360/1879] lr: 6.684e-02, eta: 3 days, 3:08:45, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6613, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.4739 2021-07-09 14:28:21,692 - mmaction - INFO - Epoch [101][380/1879] lr: 6.684e-02, eta: 3 days, 3:08:25, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6816, loss_cls: 2.5558, loss: 2.5558, grad_norm: 2.4399 2021-07-09 14:28:39,213 - mmaction - INFO - Epoch [101][400/1879] lr: 6.684e-02, eta: 3 days, 3:08:05, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6820, loss_cls: 2.5319, loss: 2.5319, grad_norm: 2.4639 2021-07-09 14:28:56,740 - mmaction - INFO - Epoch [101][420/1879] lr: 6.684e-02, eta: 3 days, 3:07:45, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6684, loss_cls: 2.5919, loss: 2.5919, grad_norm: 2.4160 2021-07-09 14:29:14,167 - mmaction - INFO - Epoch [101][440/1879] lr: 6.684e-02, eta: 3 days, 3:07:25, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6543, loss_cls: 2.6264, loss: 2.6264, grad_norm: 2.4226 2021-07-09 14:29:31,728 - mmaction - INFO - Epoch [101][460/1879] lr: 6.684e-02, eta: 3 days, 3:07:05, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6695, loss_cls: 2.5858, loss: 2.5858, grad_norm: 2.3677 2021-07-09 14:29:49,361 - mmaction - INFO - Epoch [101][480/1879] lr: 6.684e-02, eta: 3 days, 3:06:45, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6633, loss_cls: 2.5849, loss: 2.5849, grad_norm: 2.4132 2021-07-09 14:30:06,772 - mmaction - INFO - Epoch [101][500/1879] lr: 6.684e-02, eta: 3 days, 3:06:25, time: 0.876, data_time: 0.008, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6797, loss_cls: 2.5580, loss: 2.5580, grad_norm: 2.4712 2021-07-09 14:30:24,299 - mmaction - INFO - Epoch [101][520/1879] lr: 6.684e-02, eta: 3 days, 3:06:05, time: 0.875, data_time: 0.000, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6684, loss_cls: 2.6094, loss: 2.6094, grad_norm: 2.3946 2021-07-09 14:30:41,884 - mmaction - INFO - Epoch [101][540/1879] lr: 6.684e-02, eta: 3 days, 3:05:45, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6613, loss_cls: 2.5871, loss: 2.5871, grad_norm: 2.3911 2021-07-09 14:30:59,434 - mmaction - INFO - Epoch [101][560/1879] lr: 6.684e-02, eta: 3 days, 3:05:25, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6848, loss_cls: 2.4597, loss: 2.4597, grad_norm: 2.3539 2021-07-09 14:31:17,007 - mmaction - INFO - Epoch [101][580/1879] lr: 6.684e-02, eta: 3 days, 3:05:05, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6703, loss_cls: 2.5834, loss: 2.5834, grad_norm: 2.3878 2021-07-09 14:31:34,518 - mmaction - INFO - Epoch [101][600/1879] lr: 6.684e-02, eta: 3 days, 3:04:45, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6641, loss_cls: 2.5784, loss: 2.5784, grad_norm: 2.4630 2021-07-09 14:31:51,970 - mmaction - INFO - Epoch [101][620/1879] lr: 6.684e-02, eta: 3 days, 3:04:25, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6547, loss_cls: 2.6376, loss: 2.6376, grad_norm: 2.4298 2021-07-09 14:32:09,463 - mmaction - INFO - Epoch [101][640/1879] lr: 6.684e-02, eta: 3 days, 3:04:05, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6664, loss_cls: 2.6204, loss: 2.6204, grad_norm: 2.3887 2021-07-09 14:32:26,914 - mmaction - INFO - Epoch [101][660/1879] lr: 6.684e-02, eta: 3 days, 3:03:45, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6645, loss_cls: 2.6113, loss: 2.6113, grad_norm: 2.3872 2021-07-09 14:32:44,499 - mmaction - INFO - Epoch [101][680/1879] lr: 6.684e-02, eta: 3 days, 3:03:25, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6695, loss_cls: 2.5822, loss: 2.5822, grad_norm: 2.4430 2021-07-09 14:33:02,096 - mmaction - INFO - Epoch [101][700/1879] lr: 6.684e-02, eta: 3 days, 3:03:05, time: 0.879, data_time: 0.001, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6699, loss_cls: 2.6219, loss: 2.6219, grad_norm: 2.4566 2021-07-09 14:33:19,486 - mmaction - INFO - Epoch [101][720/1879] lr: 6.684e-02, eta: 3 days, 3:02:45, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6676, loss_cls: 2.5731, loss: 2.5731, grad_norm: 2.3825 2021-07-09 14:33:36,952 - mmaction - INFO - Epoch [101][740/1879] lr: 6.684e-02, eta: 3 days, 3:02:25, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6723, loss_cls: 2.6035, loss: 2.6035, grad_norm: 2.4076 2021-07-09 14:33:54,379 - mmaction - INFO - Epoch [101][760/1879] lr: 6.684e-02, eta: 3 days, 3:02:05, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6680, loss_cls: 2.5910, loss: 2.5910, grad_norm: 2.4092 2021-07-09 14:34:11,910 - mmaction - INFO - Epoch [101][780/1879] lr: 6.684e-02, eta: 3 days, 3:01:45, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6668, loss_cls: 2.5762, loss: 2.5762, grad_norm: 2.4150 2021-07-09 14:34:29,339 - mmaction - INFO - Epoch [101][800/1879] lr: 6.684e-02, eta: 3 days, 3:01:25, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6738, loss_cls: 2.5150, loss: 2.5150, grad_norm: 2.4070 2021-07-09 14:34:46,962 - mmaction - INFO - Epoch [101][820/1879] lr: 6.684e-02, eta: 3 days, 3:01:05, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6641, loss_cls: 2.5803, loss: 2.5803, grad_norm: 2.4273 2021-07-09 14:35:04,446 - mmaction - INFO - Epoch [101][840/1879] lr: 6.684e-02, eta: 3 days, 3:00:45, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6742, loss_cls: 2.5093, loss: 2.5093, grad_norm: 2.3958 2021-07-09 14:35:21,939 - mmaction - INFO - Epoch [101][860/1879] lr: 6.684e-02, eta: 3 days, 3:00:25, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6578, loss_cls: 2.6345, loss: 2.6345, grad_norm: 2.4422 2021-07-09 14:35:39,373 - mmaction - INFO - Epoch [101][880/1879] lr: 6.684e-02, eta: 3 days, 3:00:05, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6457, loss_cls: 2.6965, loss: 2.6965, grad_norm: 2.4666 2021-07-09 14:35:56,806 - mmaction - INFO - Epoch [101][900/1879] lr: 6.684e-02, eta: 3 days, 2:59:45, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6699, loss_cls: 2.5907, loss: 2.5907, grad_norm: 2.3145 2021-07-09 14:36:14,437 - mmaction - INFO - Epoch [101][920/1879] lr: 6.684e-02, eta: 3 days, 2:59:25, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6613, loss_cls: 2.6249, loss: 2.6249, grad_norm: 2.4011 2021-07-09 14:36:31,941 - mmaction - INFO - Epoch [101][940/1879] lr: 6.684e-02, eta: 3 days, 2:59:05, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6586, loss_cls: 2.6443, loss: 2.6443, grad_norm: 2.3927 2021-07-09 14:36:49,387 - mmaction - INFO - Epoch [101][960/1879] lr: 6.684e-02, eta: 3 days, 2:58:45, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6738, loss_cls: 2.5620, loss: 2.5620, grad_norm: 2.3487 2021-07-09 14:37:06,814 - mmaction - INFO - Epoch [101][980/1879] lr: 6.684e-02, eta: 3 days, 2:58:25, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6715, loss_cls: 2.5438, loss: 2.5438, grad_norm: 2.4181 2021-07-09 14:37:24,525 - mmaction - INFO - Epoch [101][1000/1879] lr: 6.684e-02, eta: 3 days, 2:58:05, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6754, loss_cls: 2.5774, loss: 2.5774, grad_norm: 2.4211 2021-07-09 14:37:41,963 - mmaction - INFO - Epoch [101][1020/1879] lr: 6.684e-02, eta: 3 days, 2:57:45, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6703, loss_cls: 2.5793, loss: 2.5793, grad_norm: 2.4394 2021-07-09 14:37:59,554 - mmaction - INFO - Epoch [101][1040/1879] lr: 6.684e-02, eta: 3 days, 2:57:25, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6582, loss_cls: 2.6508, loss: 2.6508, grad_norm: 2.4474 2021-07-09 14:38:17,052 - mmaction - INFO - Epoch [101][1060/1879] lr: 6.684e-02, eta: 3 days, 2:57:05, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6617, loss_cls: 2.6102, loss: 2.6102, grad_norm: 2.4554 2021-07-09 14:38:34,569 - mmaction - INFO - Epoch [101][1080/1879] lr: 6.684e-02, eta: 3 days, 2:56:45, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6687, loss_cls: 2.6067, loss: 2.6067, grad_norm: 2.4345 2021-07-09 14:38:52,123 - mmaction - INFO - Epoch [101][1100/1879] lr: 6.684e-02, eta: 3 days, 2:56:25, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6512, loss_cls: 2.6313, loss: 2.6313, grad_norm: 2.4553 2021-07-09 14:39:09,522 - mmaction - INFO - Epoch [101][1120/1879] lr: 6.684e-02, eta: 3 days, 2:56:05, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.3957, top5_acc: 0.6555, loss_cls: 2.6730, loss: 2.6730, grad_norm: 2.4017 2021-07-09 14:39:27,083 - mmaction - INFO - Epoch [101][1140/1879] lr: 6.684e-02, eta: 3 days, 2:55:45, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6590, loss_cls: 2.6318, loss: 2.6318, grad_norm: 2.3613 2021-07-09 14:39:44,520 - mmaction - INFO - Epoch [101][1160/1879] lr: 6.684e-02, eta: 3 days, 2:55:25, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6629, loss_cls: 2.6284, loss: 2.6284, grad_norm: 2.3743 2021-07-09 14:40:01,904 - mmaction - INFO - Epoch [101][1180/1879] lr: 6.684e-02, eta: 3 days, 2:55:05, time: 0.868, data_time: 0.006, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6691, loss_cls: 2.5586, loss: 2.5586, grad_norm: 2.3921 2021-07-09 14:40:19,503 - mmaction - INFO - Epoch [101][1200/1879] lr: 6.684e-02, eta: 3 days, 2:54:45, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6742, loss_cls: 2.5170, loss: 2.5170, grad_norm: 2.3853 2021-07-09 14:40:36,955 - mmaction - INFO - Epoch [101][1220/1879] lr: 6.684e-02, eta: 3 days, 2:54:25, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6711, loss_cls: 2.5727, loss: 2.5727, grad_norm: 2.4336 2021-07-09 14:40:54,466 - mmaction - INFO - Epoch [101][1240/1879] lr: 6.684e-02, eta: 3 days, 2:54:05, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6813, loss_cls: 2.5364, loss: 2.5364, grad_norm: 2.4105 2021-07-09 14:41:12,008 - mmaction - INFO - Epoch [101][1260/1879] lr: 6.684e-02, eta: 3 days, 2:53:45, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6637, loss_cls: 2.6192, loss: 2.6192, grad_norm: 2.4373 2021-07-09 14:41:29,598 - mmaction - INFO - Epoch [101][1280/1879] lr: 6.684e-02, eta: 3 days, 2:53:26, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6672, loss_cls: 2.6000, loss: 2.6000, grad_norm: 2.4524 2021-07-09 14:41:47,061 - mmaction - INFO - Epoch [101][1300/1879] lr: 6.684e-02, eta: 3 days, 2:53:05, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6762, loss_cls: 2.5615, loss: 2.5615, grad_norm: 2.4588 2021-07-09 14:42:04,540 - mmaction - INFO - Epoch [101][1320/1879] lr: 6.684e-02, eta: 3 days, 2:52:45, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6656, loss_cls: 2.6214, loss: 2.6214, grad_norm: 2.4046 2021-07-09 14:42:22,204 - mmaction - INFO - Epoch [101][1340/1879] lr: 6.684e-02, eta: 3 days, 2:52:26, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6609, loss_cls: 2.5785, loss: 2.5785, grad_norm: 2.3751 2021-07-09 14:42:39,763 - mmaction - INFO - Epoch [101][1360/1879] lr: 6.684e-02, eta: 3 days, 2:52:06, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6641, loss_cls: 2.5966, loss: 2.5966, grad_norm: 2.4215 2021-07-09 14:42:57,190 - mmaction - INFO - Epoch [101][1380/1879] lr: 6.684e-02, eta: 3 days, 2:51:46, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6750, loss_cls: 2.5998, loss: 2.5998, grad_norm: 2.3759 2021-07-09 14:43:14,777 - mmaction - INFO - Epoch [101][1400/1879] lr: 6.684e-02, eta: 3 days, 2:51:26, time: 0.880, data_time: 0.007, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6570, loss_cls: 2.6023, loss: 2.6023, grad_norm: 2.3424 2021-07-09 14:43:32,355 - mmaction - INFO - Epoch [101][1420/1879] lr: 6.684e-02, eta: 3 days, 2:51:06, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6574, loss_cls: 2.6381, loss: 2.6381, grad_norm: 2.4239 2021-07-09 14:43:49,853 - mmaction - INFO - Epoch [101][1440/1879] lr: 6.684e-02, eta: 3 days, 2:50:46, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6734, loss_cls: 2.5741, loss: 2.5741, grad_norm: 2.3442 2021-07-09 14:44:07,279 - mmaction - INFO - Epoch [101][1460/1879] lr: 6.684e-02, eta: 3 days, 2:50:26, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6551, loss_cls: 2.6269, loss: 2.6269, grad_norm: 2.4536 2021-07-09 14:44:24,712 - mmaction - INFO - Epoch [101][1480/1879] lr: 6.684e-02, eta: 3 days, 2:50:06, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6512, loss_cls: 2.6620, loss: 2.6620, grad_norm: 2.4755 2021-07-09 14:44:42,258 - mmaction - INFO - Epoch [101][1500/1879] lr: 6.684e-02, eta: 3 days, 2:49:46, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6668, loss_cls: 2.6640, loss: 2.6640, grad_norm: 2.4827 2021-07-09 14:44:59,641 - mmaction - INFO - Epoch [101][1520/1879] lr: 6.684e-02, eta: 3 days, 2:49:26, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6664, loss_cls: 2.6123, loss: 2.6123, grad_norm: 2.3818 2021-07-09 14:45:17,214 - mmaction - INFO - Epoch [101][1540/1879] lr: 6.684e-02, eta: 3 days, 2:49:06, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6578, loss_cls: 2.6359, loss: 2.6359, grad_norm: 2.4324 2021-07-09 14:45:34,712 - mmaction - INFO - Epoch [101][1560/1879] lr: 6.684e-02, eta: 3 days, 2:48:46, time: 0.878, data_time: 0.008, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6633, loss_cls: 2.6113, loss: 2.6113, grad_norm: 2.4344 2021-07-09 14:45:52,136 - mmaction - INFO - Epoch [101][1580/1879] lr: 6.684e-02, eta: 3 days, 2:48:26, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6656, loss_cls: 2.6353, loss: 2.6353, grad_norm: 2.4265 2021-07-09 14:46:09,764 - mmaction - INFO - Epoch [101][1600/1879] lr: 6.684e-02, eta: 3 days, 2:48:06, time: 0.879, data_time: 0.008, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6758, loss_cls: 2.5728, loss: 2.5728, grad_norm: 2.3761 2021-07-09 14:46:27,198 - mmaction - INFO - Epoch [101][1620/1879] lr: 6.684e-02, eta: 3 days, 2:47:46, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6539, loss_cls: 2.6681, loss: 2.6681, grad_norm: 2.4233 2021-07-09 14:46:44,869 - mmaction - INFO - Epoch [101][1640/1879] lr: 6.684e-02, eta: 3 days, 2:47:26, time: 0.885, data_time: 0.006, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6668, loss_cls: 2.6222, loss: 2.6222, grad_norm: 2.4116 2021-07-09 14:47:02,403 - mmaction - INFO - Epoch [101][1660/1879] lr: 6.684e-02, eta: 3 days, 2:47:06, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6723, loss_cls: 2.5680, loss: 2.5680, grad_norm: 2.3658 2021-07-09 14:47:19,797 - mmaction - INFO - Epoch [101][1680/1879] lr: 6.684e-02, eta: 3 days, 2:46:46, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4023, top5_acc: 0.6512, loss_cls: 2.6724, loss: 2.6724, grad_norm: 2.4267 2021-07-09 14:47:37,315 - mmaction - INFO - Epoch [101][1700/1879] lr: 6.684e-02, eta: 3 days, 2:46:26, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6707, loss_cls: 2.5922, loss: 2.5922, grad_norm: 2.3913 2021-07-09 14:47:54,782 - mmaction - INFO - Epoch [101][1720/1879] lr: 6.684e-02, eta: 3 days, 2:46:06, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6816, loss_cls: 2.5842, loss: 2.5842, grad_norm: 2.3867 2021-07-09 14:48:12,277 - mmaction - INFO - Epoch [101][1740/1879] lr: 6.684e-02, eta: 3 days, 2:45:46, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6590, loss_cls: 2.6573, loss: 2.6573, grad_norm: 2.4234 2021-07-09 14:48:29,845 - mmaction - INFO - Epoch [101][1760/1879] lr: 6.684e-02, eta: 3 days, 2:45:26, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6625, loss_cls: 2.6260, loss: 2.6260, grad_norm: 2.4595 2021-07-09 14:48:47,231 - mmaction - INFO - Epoch [101][1780/1879] lr: 6.684e-02, eta: 3 days, 2:45:06, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6586, loss_cls: 2.6827, loss: 2.6827, grad_norm: 2.4591 2021-07-09 14:49:04,744 - mmaction - INFO - Epoch [101][1800/1879] lr: 6.684e-02, eta: 3 days, 2:44:46, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6535, loss_cls: 2.6611, loss: 2.6611, grad_norm: 2.4268 2021-07-09 14:49:22,117 - mmaction - INFO - Epoch [101][1820/1879] lr: 6.684e-02, eta: 3 days, 2:44:26, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6523, loss_cls: 2.7034, loss: 2.7034, grad_norm: 2.3800 2021-07-09 14:49:39,642 - mmaction - INFO - Epoch [101][1840/1879] lr: 6.684e-02, eta: 3 days, 2:44:06, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6723, loss_cls: 2.5722, loss: 2.5722, grad_norm: 2.3728 2021-07-09 14:49:57,078 - mmaction - INFO - Epoch [101][1860/1879] lr: 6.684e-02, eta: 3 days, 2:43:46, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6520, loss_cls: 2.6432, loss: 2.6432, grad_norm: 2.3986 2021-07-09 14:52:39,221 - mmaction - INFO - Epoch [102][20/1879] lr: 6.627e-02, eta: 3 days, 2:45:45, time: 6.845, data_time: 5.913, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6684, loss_cls: 2.5622, loss: 2.5622, grad_norm: 2.4252 2021-07-09 14:52:56,039 - mmaction - INFO - Epoch [102][40/1879] lr: 6.627e-02, eta: 3 days, 2:45:24, time: 0.842, data_time: 0.008, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6723, loss_cls: 2.5331, loss: 2.5331, grad_norm: 2.3986 2021-07-09 14:53:13,427 - mmaction - INFO - Epoch [102][60/1879] lr: 6.627e-02, eta: 3 days, 2:45:04, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6781, loss_cls: 2.5157, loss: 2.5157, grad_norm: 2.4337 2021-07-09 14:53:30,777 - mmaction - INFO - Epoch [102][80/1879] lr: 6.627e-02, eta: 3 days, 2:44:44, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6789, loss_cls: 2.5428, loss: 2.5428, grad_norm: 2.4430 2021-07-09 14:53:48,167 - mmaction - INFO - Epoch [102][100/1879] lr: 6.627e-02, eta: 3 days, 2:44:23, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6848, loss_cls: 2.5305, loss: 2.5305, grad_norm: 2.4582 2021-07-09 14:54:05,722 - mmaction - INFO - Epoch [102][120/1879] lr: 6.627e-02, eta: 3 days, 2:44:03, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6629, loss_cls: 2.5923, loss: 2.5923, grad_norm: 2.4401 2021-07-09 14:54:23,026 - mmaction - INFO - Epoch [102][140/1879] lr: 6.627e-02, eta: 3 days, 2:43:43, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6824, loss_cls: 2.5690, loss: 2.5690, grad_norm: 2.3922 2021-07-09 14:54:40,517 - mmaction - INFO - Epoch [102][160/1879] lr: 6.627e-02, eta: 3 days, 2:43:23, time: 0.870, data_time: 0.000, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6715, loss_cls: 2.5603, loss: 2.5603, grad_norm: 2.4437 2021-07-09 14:54:57,935 - mmaction - INFO - Epoch [102][180/1879] lr: 6.627e-02, eta: 3 days, 2:43:03, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6766, loss_cls: 2.5291, loss: 2.5291, grad_norm: 2.4035 2021-07-09 14:55:15,397 - mmaction - INFO - Epoch [102][200/1879] lr: 6.627e-02, eta: 3 days, 2:42:43, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6668, loss_cls: 2.5984, loss: 2.5984, grad_norm: 2.4505 2021-07-09 14:55:32,862 - mmaction - INFO - Epoch [102][220/1879] lr: 6.627e-02, eta: 3 days, 2:42:23, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6805, loss_cls: 2.5192, loss: 2.5192, grad_norm: 2.4216 2021-07-09 14:55:50,216 - mmaction - INFO - Epoch [102][240/1879] lr: 6.627e-02, eta: 3 days, 2:42:03, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6832, loss_cls: 2.5458, loss: 2.5458, grad_norm: 2.3916 2021-07-09 14:56:07,747 - mmaction - INFO - Epoch [102][260/1879] lr: 6.627e-02, eta: 3 days, 2:41:43, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6770, loss_cls: 2.5188, loss: 2.5188, grad_norm: 2.3768 2021-07-09 14:56:25,298 - mmaction - INFO - Epoch [102][280/1879] lr: 6.627e-02, eta: 3 days, 2:41:23, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6848, loss_cls: 2.5277, loss: 2.5277, grad_norm: 2.4432 2021-07-09 14:56:42,739 - mmaction - INFO - Epoch [102][300/1879] lr: 6.627e-02, eta: 3 days, 2:41:03, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6559, loss_cls: 2.6300, loss: 2.6300, grad_norm: 2.4485 2021-07-09 14:57:00,167 - mmaction - INFO - Epoch [102][320/1879] lr: 6.627e-02, eta: 3 days, 2:40:43, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4012, top5_acc: 0.6551, loss_cls: 2.6723, loss: 2.6723, grad_norm: 2.4606 2021-07-09 14:57:17,736 - mmaction - INFO - Epoch [102][340/1879] lr: 6.627e-02, eta: 3 days, 2:40:23, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6715, loss_cls: 2.5959, loss: 2.5959, grad_norm: 2.4397 2021-07-09 14:57:35,223 - mmaction - INFO - Epoch [102][360/1879] lr: 6.627e-02, eta: 3 days, 2:40:03, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6777, loss_cls: 2.5918, loss: 2.5918, grad_norm: 2.4347 2021-07-09 14:57:52,733 - mmaction - INFO - Epoch [102][380/1879] lr: 6.627e-02, eta: 3 days, 2:39:43, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6793, loss_cls: 2.5591, loss: 2.5591, grad_norm: 2.4304 2021-07-09 14:58:10,235 - mmaction - INFO - Epoch [102][400/1879] lr: 6.627e-02, eta: 3 days, 2:39:23, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6605, loss_cls: 2.6497, loss: 2.6497, grad_norm: 2.4085 2021-07-09 14:58:27,758 - mmaction - INFO - Epoch [102][420/1879] lr: 6.627e-02, eta: 3 days, 2:39:03, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6680, loss_cls: 2.5988, loss: 2.5988, grad_norm: 2.4159 2021-07-09 14:58:45,277 - mmaction - INFO - Epoch [102][440/1879] lr: 6.627e-02, eta: 3 days, 2:38:43, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6602, loss_cls: 2.6054, loss: 2.6054, grad_norm: 2.4148 2021-07-09 14:59:02,672 - mmaction - INFO - Epoch [102][460/1879] lr: 6.627e-02, eta: 3 days, 2:38:23, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6762, loss_cls: 2.5669, loss: 2.5669, grad_norm: 2.4287 2021-07-09 14:59:20,237 - mmaction - INFO - Epoch [102][480/1879] lr: 6.627e-02, eta: 3 days, 2:38:03, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6687, loss_cls: 2.6042, loss: 2.6042, grad_norm: 2.4026 2021-07-09 14:59:37,680 - mmaction - INFO - Epoch [102][500/1879] lr: 6.627e-02, eta: 3 days, 2:37:43, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6719, loss_cls: 2.5920, loss: 2.5920, grad_norm: 2.4677 2021-07-09 14:59:55,094 - mmaction - INFO - Epoch [102][520/1879] lr: 6.627e-02, eta: 3 days, 2:37:23, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6578, loss_cls: 2.6403, loss: 2.6403, grad_norm: 2.4294 2021-07-09 15:00:12,727 - mmaction - INFO - Epoch [102][540/1879] lr: 6.627e-02, eta: 3 days, 2:37:03, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6828, loss_cls: 2.5287, loss: 2.5287, grad_norm: 2.3979 2021-07-09 15:00:30,223 - mmaction - INFO - Epoch [102][560/1879] lr: 6.627e-02, eta: 3 days, 2:36:43, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6816, loss_cls: 2.5463, loss: 2.5463, grad_norm: 2.4282 2021-07-09 15:00:47,778 - mmaction - INFO - Epoch [102][580/1879] lr: 6.627e-02, eta: 3 days, 2:36:23, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6594, loss_cls: 2.5869, loss: 2.5869, grad_norm: 2.4351 2021-07-09 15:01:05,390 - mmaction - INFO - Epoch [102][600/1879] lr: 6.627e-02, eta: 3 days, 2:36:03, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6738, loss_cls: 2.6030, loss: 2.6030, grad_norm: 2.3967 2021-07-09 15:01:22,855 - mmaction - INFO - Epoch [102][620/1879] lr: 6.627e-02, eta: 3 days, 2:35:43, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6730, loss_cls: 2.5653, loss: 2.5653, grad_norm: 2.4296 2021-07-09 15:01:40,346 - mmaction - INFO - Epoch [102][640/1879] lr: 6.627e-02, eta: 3 days, 2:35:23, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6582, loss_cls: 2.6535, loss: 2.6535, grad_norm: 2.4850 2021-07-09 15:01:57,853 - mmaction - INFO - Epoch [102][660/1879] lr: 6.627e-02, eta: 3 days, 2:35:03, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6719, loss_cls: 2.5916, loss: 2.5916, grad_norm: 2.4559 2021-07-09 15:02:15,453 - mmaction - INFO - Epoch [102][680/1879] lr: 6.627e-02, eta: 3 days, 2:34:44, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6793, loss_cls: 2.5384, loss: 2.5384, grad_norm: 2.3766 2021-07-09 15:02:32,900 - mmaction - INFO - Epoch [102][700/1879] lr: 6.627e-02, eta: 3 days, 2:34:24, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6816, loss_cls: 2.4908, loss: 2.4908, grad_norm: 2.4521 2021-07-09 15:02:50,459 - mmaction - INFO - Epoch [102][720/1879] lr: 6.627e-02, eta: 3 days, 2:34:04, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6586, loss_cls: 2.6129, loss: 2.6129, grad_norm: 2.4854 2021-07-09 15:03:07,949 - mmaction - INFO - Epoch [102][740/1879] lr: 6.627e-02, eta: 3 days, 2:33:44, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6824, loss_cls: 2.5129, loss: 2.5129, grad_norm: 2.4482 2021-07-09 15:03:25,507 - mmaction - INFO - Epoch [102][760/1879] lr: 6.627e-02, eta: 3 days, 2:33:24, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6695, loss_cls: 2.5409, loss: 2.5409, grad_norm: 2.4047 2021-07-09 15:03:42,957 - mmaction - INFO - Epoch [102][780/1879] lr: 6.627e-02, eta: 3 days, 2:33:04, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6750, loss_cls: 2.5505, loss: 2.5505, grad_norm: 2.4406 2021-07-09 15:04:00,380 - mmaction - INFO - Epoch [102][800/1879] lr: 6.627e-02, eta: 3 days, 2:32:44, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6687, loss_cls: 2.5539, loss: 2.5539, grad_norm: 2.4676 2021-07-09 15:04:17,903 - mmaction - INFO - Epoch [102][820/1879] lr: 6.627e-02, eta: 3 days, 2:32:24, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6809, loss_cls: 2.5471, loss: 2.5471, grad_norm: 2.3962 2021-07-09 15:04:35,346 - mmaction - INFO - Epoch [102][840/1879] lr: 6.627e-02, eta: 3 days, 2:32:04, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6707, loss_cls: 2.5903, loss: 2.5903, grad_norm: 2.4797 2021-07-09 15:04:52,871 - mmaction - INFO - Epoch [102][860/1879] lr: 6.627e-02, eta: 3 days, 2:31:44, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6652, loss_cls: 2.6278, loss: 2.6278, grad_norm: 2.4478 2021-07-09 15:05:10,364 - mmaction - INFO - Epoch [102][880/1879] lr: 6.627e-02, eta: 3 days, 2:31:24, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6617, loss_cls: 2.6201, loss: 2.6201, grad_norm: 2.4680 2021-07-09 15:05:27,813 - mmaction - INFO - Epoch [102][900/1879] lr: 6.627e-02, eta: 3 days, 2:31:04, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6742, loss_cls: 2.5593, loss: 2.5593, grad_norm: 2.4280 2021-07-09 15:05:45,320 - mmaction - INFO - Epoch [102][920/1879] lr: 6.627e-02, eta: 3 days, 2:30:44, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6598, loss_cls: 2.6404, loss: 2.6404, grad_norm: 2.4163 2021-07-09 15:06:02,802 - mmaction - INFO - Epoch [102][940/1879] lr: 6.627e-02, eta: 3 days, 2:30:24, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6750, loss_cls: 2.5761, loss: 2.5761, grad_norm: 2.4271 2021-07-09 15:06:20,316 - mmaction - INFO - Epoch [102][960/1879] lr: 6.627e-02, eta: 3 days, 2:30:04, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6680, loss_cls: 2.5826, loss: 2.5826, grad_norm: 2.4212 2021-07-09 15:06:37,879 - mmaction - INFO - Epoch [102][980/1879] lr: 6.627e-02, eta: 3 days, 2:29:44, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6660, loss_cls: 2.6147, loss: 2.6147, grad_norm: 2.4536 2021-07-09 15:06:55,443 - mmaction - INFO - Epoch [102][1000/1879] lr: 6.627e-02, eta: 3 days, 2:29:24, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6723, loss_cls: 2.5920, loss: 2.5920, grad_norm: 2.4238 2021-07-09 15:07:13,001 - mmaction - INFO - Epoch [102][1020/1879] lr: 6.627e-02, eta: 3 days, 2:29:04, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6699, loss_cls: 2.6069, loss: 2.6069, grad_norm: 2.4393 2021-07-09 15:07:30,481 - mmaction - INFO - Epoch [102][1040/1879] lr: 6.627e-02, eta: 3 days, 2:28:44, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6531, loss_cls: 2.6517, loss: 2.6517, grad_norm: 2.4190 2021-07-09 15:07:47,962 - mmaction - INFO - Epoch [102][1060/1879] lr: 6.627e-02, eta: 3 days, 2:28:24, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6504, loss_cls: 2.6580, loss: 2.6580, grad_norm: 2.4146 2021-07-09 15:08:05,471 - mmaction - INFO - Epoch [102][1080/1879] lr: 6.627e-02, eta: 3 days, 2:28:04, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6770, loss_cls: 2.4816, loss: 2.4816, grad_norm: 2.3737 2021-07-09 15:08:22,994 - mmaction - INFO - Epoch [102][1100/1879] lr: 6.627e-02, eta: 3 days, 2:27:44, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6672, loss_cls: 2.6088, loss: 2.6088, grad_norm: 2.4252 2021-07-09 15:08:40,460 - mmaction - INFO - Epoch [102][1120/1879] lr: 6.627e-02, eta: 3 days, 2:27:24, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6633, loss_cls: 2.6392, loss: 2.6392, grad_norm: 2.5033 2021-07-09 15:08:57,958 - mmaction - INFO - Epoch [102][1140/1879] lr: 6.627e-02, eta: 3 days, 2:27:04, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4043, top5_acc: 0.6566, loss_cls: 2.6716, loss: 2.6716, grad_norm: 2.4439 2021-07-09 15:09:15,441 - mmaction - INFO - Epoch [102][1160/1879] lr: 6.627e-02, eta: 3 days, 2:26:44, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6684, loss_cls: 2.5796, loss: 2.5796, grad_norm: 2.4212 2021-07-09 15:09:32,953 - mmaction - INFO - Epoch [102][1180/1879] lr: 6.627e-02, eta: 3 days, 2:26:24, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6652, loss_cls: 2.6317, loss: 2.6317, grad_norm: 2.4587 2021-07-09 15:09:50,510 - mmaction - INFO - Epoch [102][1200/1879] lr: 6.627e-02, eta: 3 days, 2:26:04, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6687, loss_cls: 2.5587, loss: 2.5587, grad_norm: 2.4005 2021-07-09 15:10:08,064 - mmaction - INFO - Epoch [102][1220/1879] lr: 6.627e-02, eta: 3 days, 2:25:45, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6656, loss_cls: 2.5930, loss: 2.5930, grad_norm: 2.4676 2021-07-09 15:10:25,630 - mmaction - INFO - Epoch [102][1240/1879] lr: 6.627e-02, eta: 3 days, 2:25:25, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.4027, top5_acc: 0.6539, loss_cls: 2.6411, loss: 2.6411, grad_norm: 2.4224 2021-07-09 15:10:43,175 - mmaction - INFO - Epoch [102][1260/1879] lr: 6.627e-02, eta: 3 days, 2:25:05, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6586, loss_cls: 2.6142, loss: 2.6142, grad_norm: 2.4210 2021-07-09 15:11:00,728 - mmaction - INFO - Epoch [102][1280/1879] lr: 6.627e-02, eta: 3 days, 2:24:45, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6648, loss_cls: 2.5900, loss: 2.5900, grad_norm: 2.3996 2021-07-09 15:11:18,298 - mmaction - INFO - Epoch [102][1300/1879] lr: 6.627e-02, eta: 3 days, 2:24:25, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6691, loss_cls: 2.5989, loss: 2.5989, grad_norm: 2.4437 2021-07-09 15:11:35,667 - mmaction - INFO - Epoch [102][1320/1879] lr: 6.627e-02, eta: 3 days, 2:24:05, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6730, loss_cls: 2.6441, loss: 2.6441, grad_norm: 2.4733 2021-07-09 15:11:53,205 - mmaction - INFO - Epoch [102][1340/1879] lr: 6.627e-02, eta: 3 days, 2:23:45, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6555, loss_cls: 2.6340, loss: 2.6340, grad_norm: 2.4668 2021-07-09 15:12:10,790 - mmaction - INFO - Epoch [102][1360/1879] lr: 6.627e-02, eta: 3 days, 2:23:25, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6633, loss_cls: 2.5752, loss: 2.5752, grad_norm: 2.4531 2021-07-09 15:12:28,382 - mmaction - INFO - Epoch [102][1380/1879] lr: 6.627e-02, eta: 3 days, 2:23:05, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6730, loss_cls: 2.5722, loss: 2.5722, grad_norm: 2.4108 2021-07-09 15:12:45,838 - mmaction - INFO - Epoch [102][1400/1879] lr: 6.627e-02, eta: 3 days, 2:22:45, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6652, loss_cls: 2.5891, loss: 2.5891, grad_norm: 2.3838 2021-07-09 15:13:03,229 - mmaction - INFO - Epoch [102][1420/1879] lr: 6.627e-02, eta: 3 days, 2:22:25, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6598, loss_cls: 2.6480, loss: 2.6480, grad_norm: 2.4201 2021-07-09 15:13:20,792 - mmaction - INFO - Epoch [102][1440/1879] lr: 6.627e-02, eta: 3 days, 2:22:05, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6629, loss_cls: 2.6386, loss: 2.6386, grad_norm: 2.4536 2021-07-09 15:13:38,305 - mmaction - INFO - Epoch [102][1460/1879] lr: 6.627e-02, eta: 3 days, 2:21:45, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6621, loss_cls: 2.5989, loss: 2.5989, grad_norm: 2.3828 2021-07-09 15:13:55,728 - mmaction - INFO - Epoch [102][1480/1879] lr: 6.627e-02, eta: 3 days, 2:21:25, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6797, loss_cls: 2.5335, loss: 2.5335, grad_norm: 2.3866 2021-07-09 15:14:13,246 - mmaction - INFO - Epoch [102][1500/1879] lr: 6.627e-02, eta: 3 days, 2:21:05, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6578, loss_cls: 2.6298, loss: 2.6298, grad_norm: 2.4884 2021-07-09 15:14:30,698 - mmaction - INFO - Epoch [102][1520/1879] lr: 6.627e-02, eta: 3 days, 2:20:45, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6770, loss_cls: 2.5581, loss: 2.5581, grad_norm: 2.4195 2021-07-09 15:14:48,251 - mmaction - INFO - Epoch [102][1540/1879] lr: 6.627e-02, eta: 3 days, 2:20:26, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6633, loss_cls: 2.6289, loss: 2.6289, grad_norm: 2.4265 2021-07-09 15:15:05,851 - mmaction - INFO - Epoch [102][1560/1879] lr: 6.627e-02, eta: 3 days, 2:20:06, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6730, loss_cls: 2.5828, loss: 2.5828, grad_norm: 2.3817 2021-07-09 15:15:23,351 - mmaction - INFO - Epoch [102][1580/1879] lr: 6.627e-02, eta: 3 days, 2:19:46, time: 0.874, data_time: 0.000, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6641, loss_cls: 2.6436, loss: 2.6436, grad_norm: 2.4348 2021-07-09 15:15:40,838 - mmaction - INFO - Epoch [102][1600/1879] lr: 6.627e-02, eta: 3 days, 2:19:26, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6773, loss_cls: 2.5744, loss: 2.5744, grad_norm: 2.4406 2021-07-09 15:15:58,364 - mmaction - INFO - Epoch [102][1620/1879] lr: 6.627e-02, eta: 3 days, 2:19:06, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.3984, top5_acc: 0.6641, loss_cls: 2.6609, loss: 2.6609, grad_norm: 2.4330 2021-07-09 15:16:15,940 - mmaction - INFO - Epoch [102][1640/1879] lr: 6.627e-02, eta: 3 days, 2:18:46, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6566, loss_cls: 2.6244, loss: 2.6244, grad_norm: 2.4232 2021-07-09 15:16:33,371 - mmaction - INFO - Epoch [102][1660/1879] lr: 6.627e-02, eta: 3 days, 2:18:26, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6602, loss_cls: 2.6241, loss: 2.6241, grad_norm: 2.4147 2021-07-09 15:16:50,912 - mmaction - INFO - Epoch [102][1680/1879] lr: 6.627e-02, eta: 3 days, 2:18:06, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6680, loss_cls: 2.6162, loss: 2.6162, grad_norm: 2.4666 2021-07-09 15:17:08,376 - mmaction - INFO - Epoch [102][1700/1879] lr: 6.627e-02, eta: 3 days, 2:17:46, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6652, loss_cls: 2.6195, loss: 2.6195, grad_norm: 2.4521 2021-07-09 15:17:25,903 - mmaction - INFO - Epoch [102][1720/1879] lr: 6.627e-02, eta: 3 days, 2:17:26, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6707, loss_cls: 2.5756, loss: 2.5756, grad_norm: 2.3680 2021-07-09 15:17:43,373 - mmaction - INFO - Epoch [102][1740/1879] lr: 6.627e-02, eta: 3 days, 2:17:06, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6617, loss_cls: 2.5999, loss: 2.5999, grad_norm: 2.3824 2021-07-09 15:18:00,824 - mmaction - INFO - Epoch [102][1760/1879] lr: 6.627e-02, eta: 3 days, 2:16:46, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6645, loss_cls: 2.5486, loss: 2.5486, grad_norm: 2.3044 2021-07-09 15:18:18,271 - mmaction - INFO - Epoch [102][1780/1879] lr: 6.627e-02, eta: 3 days, 2:16:26, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6727, loss_cls: 2.5384, loss: 2.5384, grad_norm: 2.3845 2021-07-09 15:18:35,730 - mmaction - INFO - Epoch [102][1800/1879] lr: 6.627e-02, eta: 3 days, 2:16:06, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6723, loss_cls: 2.5731, loss: 2.5731, grad_norm: 2.4943 2021-07-09 15:18:53,331 - mmaction - INFO - Epoch [102][1820/1879] lr: 6.627e-02, eta: 3 days, 2:15:46, time: 0.880, data_time: 0.001, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6695, loss_cls: 2.5517, loss: 2.5517, grad_norm: 2.4553 2021-07-09 15:19:10,846 - mmaction - INFO - Epoch [102][1840/1879] lr: 6.627e-02, eta: 3 days, 2:15:26, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6441, loss_cls: 2.6809, loss: 2.6809, grad_norm: 2.4129 2021-07-09 15:19:28,417 - mmaction - INFO - Epoch [102][1860/1879] lr: 6.627e-02, eta: 3 days, 2:15:07, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6629, loss_cls: 2.5889, loss: 2.5889, grad_norm: 2.4013 2021-07-09 15:22:17,567 - mmaction - INFO - Epoch [103][20/1879] lr: 6.568e-02, eta: 3 days, 2:17:14, time: 7.206, data_time: 6.202, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6762, loss_cls: 2.5341, loss: 2.5341, grad_norm: 2.3509 2021-07-09 15:22:34,348 - mmaction - INFO - Epoch [103][40/1879] lr: 6.568e-02, eta: 3 days, 2:16:53, time: 0.841, data_time: 0.003, memory: 6462, top1_acc: 0.3992, top5_acc: 0.6625, loss_cls: 2.6232, loss: 2.6232, grad_norm: 2.3979 2021-07-09 15:22:51,632 - mmaction - INFO - Epoch [103][60/1879] lr: 6.568e-02, eta: 3 days, 2:16:32, time: 0.860, data_time: 0.002, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6707, loss_cls: 2.5833, loss: 2.5833, grad_norm: 2.3544 2021-07-09 15:23:09,020 - mmaction - INFO - Epoch [103][80/1879] lr: 6.568e-02, eta: 3 days, 2:16:12, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6633, loss_cls: 2.5804, loss: 2.5804, grad_norm: 2.4313 2021-07-09 15:23:26,647 - mmaction - INFO - Epoch [103][100/1879] lr: 6.568e-02, eta: 3 days, 2:15:52, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.3945, top5_acc: 0.6395, loss_cls: 2.7263, loss: 2.7263, grad_norm: 2.4168 2021-07-09 15:23:44,024 - mmaction - INFO - Epoch [103][120/1879] lr: 6.568e-02, eta: 3 days, 2:15:32, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6891, loss_cls: 2.5863, loss: 2.5863, grad_norm: 2.4234 2021-07-09 15:24:01,511 - mmaction - INFO - Epoch [103][140/1879] lr: 6.568e-02, eta: 3 days, 2:15:12, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6504, loss_cls: 2.6040, loss: 2.6040, grad_norm: 2.3372 2021-07-09 15:24:18,958 - mmaction - INFO - Epoch [103][160/1879] lr: 6.568e-02, eta: 3 days, 2:14:52, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6582, loss_cls: 2.6306, loss: 2.6306, grad_norm: 2.4398 2021-07-09 15:24:36,485 - mmaction - INFO - Epoch [103][180/1879] lr: 6.568e-02, eta: 3 days, 2:14:32, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6773, loss_cls: 2.5782, loss: 2.5782, grad_norm: 2.4093 2021-07-09 15:24:53,981 - mmaction - INFO - Epoch [103][200/1879] lr: 6.568e-02, eta: 3 days, 2:14:12, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6613, loss_cls: 2.5797, loss: 2.5797, grad_norm: 2.4249 2021-07-09 15:25:11,490 - mmaction - INFO - Epoch [103][220/1879] lr: 6.568e-02, eta: 3 days, 2:13:52, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6773, loss_cls: 2.5321, loss: 2.5321, grad_norm: 2.4184 2021-07-09 15:25:28,958 - mmaction - INFO - Epoch [103][240/1879] lr: 6.568e-02, eta: 3 days, 2:13:32, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6711, loss_cls: 2.5469, loss: 2.5469, grad_norm: 2.4473 2021-07-09 15:25:46,389 - mmaction - INFO - Epoch [103][260/1879] lr: 6.568e-02, eta: 3 days, 2:13:12, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6809, loss_cls: 2.4973, loss: 2.4973, grad_norm: 2.3835 2021-07-09 15:26:03,975 - mmaction - INFO - Epoch [103][280/1879] lr: 6.568e-02, eta: 3 days, 2:12:52, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6816, loss_cls: 2.5690, loss: 2.5690, grad_norm: 2.4525 2021-07-09 15:26:21,497 - mmaction - INFO - Epoch [103][300/1879] lr: 6.568e-02, eta: 3 days, 2:12:33, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6840, loss_cls: 2.5874, loss: 2.5874, grad_norm: 2.4573 2021-07-09 15:26:39,053 - mmaction - INFO - Epoch [103][320/1879] lr: 6.568e-02, eta: 3 days, 2:12:13, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6766, loss_cls: 2.5585, loss: 2.5585, grad_norm: 2.4822 2021-07-09 15:26:56,531 - mmaction - INFO - Epoch [103][340/1879] lr: 6.568e-02, eta: 3 days, 2:11:53, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6723, loss_cls: 2.5782, loss: 2.5782, grad_norm: 2.3771 2021-07-09 15:27:14,076 - mmaction - INFO - Epoch [103][360/1879] lr: 6.568e-02, eta: 3 days, 2:11:33, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6781, loss_cls: 2.5262, loss: 2.5262, grad_norm: 2.4454 2021-07-09 15:27:31,653 - mmaction - INFO - Epoch [103][380/1879] lr: 6.568e-02, eta: 3 days, 2:11:13, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6727, loss_cls: 2.5859, loss: 2.5859, grad_norm: 2.4351 2021-07-09 15:27:49,154 - mmaction - INFO - Epoch [103][400/1879] lr: 6.568e-02, eta: 3 days, 2:10:53, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6648, loss_cls: 2.6076, loss: 2.6076, grad_norm: 2.4636 2021-07-09 15:28:06,625 - mmaction - INFO - Epoch [103][420/1879] lr: 6.568e-02, eta: 3 days, 2:10:33, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6684, loss_cls: 2.5949, loss: 2.5949, grad_norm: 2.4479 2021-07-09 15:28:24,070 - mmaction - INFO - Epoch [103][440/1879] lr: 6.568e-02, eta: 3 days, 2:10:13, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6562, loss_cls: 2.6375, loss: 2.6375, grad_norm: 2.4401 2021-07-09 15:28:41,544 - mmaction - INFO - Epoch [103][460/1879] lr: 6.568e-02, eta: 3 days, 2:09:53, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6789, loss_cls: 2.5559, loss: 2.5559, grad_norm: 2.3986 2021-07-09 15:28:59,023 - mmaction - INFO - Epoch [103][480/1879] lr: 6.568e-02, eta: 3 days, 2:09:33, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.3996, top5_acc: 0.6578, loss_cls: 2.6581, loss: 2.6581, grad_norm: 2.4700 2021-07-09 15:29:16,492 - mmaction - INFO - Epoch [103][500/1879] lr: 6.568e-02, eta: 3 days, 2:09:13, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6766, loss_cls: 2.5593, loss: 2.5593, grad_norm: 2.4136 2021-07-09 15:29:33,902 - mmaction - INFO - Epoch [103][520/1879] lr: 6.568e-02, eta: 3 days, 2:08:53, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6637, loss_cls: 2.6012, loss: 2.6012, grad_norm: 2.4357 2021-07-09 15:29:51,408 - mmaction - INFO - Epoch [103][540/1879] lr: 6.568e-02, eta: 3 days, 2:08:33, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6645, loss_cls: 2.5925, loss: 2.5925, grad_norm: 2.4105 2021-07-09 15:30:08,940 - mmaction - INFO - Epoch [103][560/1879] lr: 6.568e-02, eta: 3 days, 2:08:13, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6730, loss_cls: 2.5552, loss: 2.5552, grad_norm: 2.4090 2021-07-09 15:30:26,555 - mmaction - INFO - Epoch [103][580/1879] lr: 6.568e-02, eta: 3 days, 2:07:53, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6578, loss_cls: 2.6201, loss: 2.6201, grad_norm: 2.4360 2021-07-09 15:30:44,079 - mmaction - INFO - Epoch [103][600/1879] lr: 6.568e-02, eta: 3 days, 2:07:33, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6664, loss_cls: 2.5845, loss: 2.5845, grad_norm: 2.4557 2021-07-09 15:31:01,637 - mmaction - INFO - Epoch [103][620/1879] lr: 6.568e-02, eta: 3 days, 2:07:13, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6578, loss_cls: 2.6139, loss: 2.6139, grad_norm: 2.4824 2021-07-09 15:31:19,077 - mmaction - INFO - Epoch [103][640/1879] lr: 6.568e-02, eta: 3 days, 2:06:53, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6738, loss_cls: 2.5637, loss: 2.5637, grad_norm: 2.4350 2021-07-09 15:31:36,638 - mmaction - INFO - Epoch [103][660/1879] lr: 6.568e-02, eta: 3 days, 2:06:33, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6719, loss_cls: 2.5996, loss: 2.5996, grad_norm: 2.4589 2021-07-09 15:31:54,062 - mmaction - INFO - Epoch [103][680/1879] lr: 6.568e-02, eta: 3 days, 2:06:13, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6570, loss_cls: 2.6419, loss: 2.6419, grad_norm: 2.4917 2021-07-09 15:32:11,704 - mmaction - INFO - Epoch [103][700/1879] lr: 6.568e-02, eta: 3 days, 2:05:54, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6664, loss_cls: 2.5651, loss: 2.5651, grad_norm: 2.4020 2021-07-09 15:32:29,151 - mmaction - INFO - Epoch [103][720/1879] lr: 6.568e-02, eta: 3 days, 2:05:34, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6457, loss_cls: 2.6679, loss: 2.6679, grad_norm: 2.4390 2021-07-09 15:32:46,759 - mmaction - INFO - Epoch [103][740/1879] lr: 6.568e-02, eta: 3 days, 2:05:14, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6727, loss_cls: 2.5469, loss: 2.5469, grad_norm: 2.4182 2021-07-09 15:33:04,132 - mmaction - INFO - Epoch [103][760/1879] lr: 6.568e-02, eta: 3 days, 2:04:54, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6629, loss_cls: 2.6215, loss: 2.6215, grad_norm: 2.4074 2021-07-09 15:33:21,631 - mmaction - INFO - Epoch [103][780/1879] lr: 6.568e-02, eta: 3 days, 2:04:34, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6652, loss_cls: 2.5890, loss: 2.5890, grad_norm: 2.3868 2021-07-09 15:33:39,110 - mmaction - INFO - Epoch [103][800/1879] lr: 6.568e-02, eta: 3 days, 2:04:14, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6578, loss_cls: 2.6075, loss: 2.6075, grad_norm: 2.3971 2021-07-09 15:33:56,527 - mmaction - INFO - Epoch [103][820/1879] lr: 6.568e-02, eta: 3 days, 2:03:54, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6609, loss_cls: 2.6313, loss: 2.6313, grad_norm: 2.4230 2021-07-09 15:34:14,131 - mmaction - INFO - Epoch [103][840/1879] lr: 6.568e-02, eta: 3 days, 2:03:34, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6687, loss_cls: 2.5728, loss: 2.5728, grad_norm: 2.4294 2021-07-09 15:34:31,773 - mmaction - INFO - Epoch [103][860/1879] lr: 6.568e-02, eta: 3 days, 2:03:14, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6836, loss_cls: 2.5375, loss: 2.5375, grad_norm: 2.4113 2021-07-09 15:34:49,329 - mmaction - INFO - Epoch [103][880/1879] lr: 6.568e-02, eta: 3 days, 2:02:54, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6656, loss_cls: 2.6024, loss: 2.6024, grad_norm: 2.4989 2021-07-09 15:35:06,850 - mmaction - INFO - Epoch [103][900/1879] lr: 6.568e-02, eta: 3 days, 2:02:34, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6625, loss_cls: 2.6347, loss: 2.6347, grad_norm: 2.4263 2021-07-09 15:35:24,379 - mmaction - INFO - Epoch [103][920/1879] lr: 6.568e-02, eta: 3 days, 2:02:14, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6801, loss_cls: 2.5202, loss: 2.5202, grad_norm: 2.3933 2021-07-09 15:35:41,929 - mmaction - INFO - Epoch [103][940/1879] lr: 6.568e-02, eta: 3 days, 2:01:55, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6664, loss_cls: 2.6137, loss: 2.6137, grad_norm: 2.5295 2021-07-09 15:35:59,466 - mmaction - INFO - Epoch [103][960/1879] lr: 6.568e-02, eta: 3 days, 2:01:35, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6633, loss_cls: 2.6239, loss: 2.6239, grad_norm: 2.4944 2021-07-09 15:36:16,969 - mmaction - INFO - Epoch [103][980/1879] lr: 6.568e-02, eta: 3 days, 2:01:15, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6582, loss_cls: 2.6554, loss: 2.6554, grad_norm: 2.4686 2021-07-09 15:36:34,443 - mmaction - INFO - Epoch [103][1000/1879] lr: 6.568e-02, eta: 3 days, 2:00:55, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6824, loss_cls: 2.5450, loss: 2.5450, grad_norm: 2.4463 2021-07-09 15:36:51,955 - mmaction - INFO - Epoch [103][1020/1879] lr: 6.568e-02, eta: 3 days, 2:00:35, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6680, loss_cls: 2.6111, loss: 2.6111, grad_norm: 2.4743 2021-07-09 15:37:09,543 - mmaction - INFO - Epoch [103][1040/1879] lr: 6.568e-02, eta: 3 days, 2:00:15, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6754, loss_cls: 2.5346, loss: 2.5346, grad_norm: 2.3973 2021-07-09 15:37:26,924 - mmaction - INFO - Epoch [103][1060/1879] lr: 6.568e-02, eta: 3 days, 1:59:55, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6719, loss_cls: 2.5238, loss: 2.5238, grad_norm: 2.3970 2021-07-09 15:37:44,459 - mmaction - INFO - Epoch [103][1080/1879] lr: 6.568e-02, eta: 3 days, 1:59:35, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6734, loss_cls: 2.5706, loss: 2.5706, grad_norm: 2.4929 2021-07-09 15:38:02,137 - mmaction - INFO - Epoch [103][1100/1879] lr: 6.568e-02, eta: 3 days, 1:59:15, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6781, loss_cls: 2.5755, loss: 2.5755, grad_norm: 2.4330 2021-07-09 15:38:19,631 - mmaction - INFO - Epoch [103][1120/1879] lr: 6.568e-02, eta: 3 days, 1:58:55, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6746, loss_cls: 2.5320, loss: 2.5320, grad_norm: 2.3914 2021-07-09 15:38:37,110 - mmaction - INFO - Epoch [103][1140/1879] lr: 6.568e-02, eta: 3 days, 1:58:35, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6664, loss_cls: 2.6076, loss: 2.6076, grad_norm: 2.4463 2021-07-09 15:38:54,606 - mmaction - INFO - Epoch [103][1160/1879] lr: 6.568e-02, eta: 3 days, 1:58:15, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6621, loss_cls: 2.6001, loss: 2.6001, grad_norm: 2.4112 2021-07-09 15:39:12,109 - mmaction - INFO - Epoch [103][1180/1879] lr: 6.568e-02, eta: 3 days, 1:57:55, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6652, loss_cls: 2.6524, loss: 2.6524, grad_norm: 2.4255 2021-07-09 15:39:29,617 - mmaction - INFO - Epoch [103][1200/1879] lr: 6.568e-02, eta: 3 days, 1:57:36, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6766, loss_cls: 2.5524, loss: 2.5524, grad_norm: 2.4048 2021-07-09 15:39:47,119 - mmaction - INFO - Epoch [103][1220/1879] lr: 6.568e-02, eta: 3 days, 1:57:16, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6633, loss_cls: 2.6183, loss: 2.6183, grad_norm: 2.4106 2021-07-09 15:40:04,708 - mmaction - INFO - Epoch [103][1240/1879] lr: 6.568e-02, eta: 3 days, 1:56:56, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6820, loss_cls: 2.4365, loss: 2.4365, grad_norm: 2.3187 2021-07-09 15:40:22,325 - mmaction - INFO - Epoch [103][1260/1879] lr: 6.568e-02, eta: 3 days, 1:56:36, time: 0.884, data_time: 0.005, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6687, loss_cls: 2.5609, loss: 2.5609, grad_norm: 2.4188 2021-07-09 15:40:39,850 - mmaction - INFO - Epoch [103][1280/1879] lr: 6.568e-02, eta: 3 days, 1:56:16, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6730, loss_cls: 2.5861, loss: 2.5861, grad_norm: 2.4335 2021-07-09 15:40:57,290 - mmaction - INFO - Epoch [103][1300/1879] lr: 6.568e-02, eta: 3 days, 1:55:56, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6949, loss_cls: 2.4835, loss: 2.4835, grad_norm: 2.4101 2021-07-09 15:41:14,817 - mmaction - INFO - Epoch [103][1320/1879] lr: 6.568e-02, eta: 3 days, 1:55:36, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6695, loss_cls: 2.5814, loss: 2.5814, grad_norm: 2.4398 2021-07-09 15:41:32,263 - mmaction - INFO - Epoch [103][1340/1879] lr: 6.568e-02, eta: 3 days, 1:55:16, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6801, loss_cls: 2.5336, loss: 2.5336, grad_norm: 2.4000 2021-07-09 15:41:49,754 - mmaction - INFO - Epoch [103][1360/1879] lr: 6.568e-02, eta: 3 days, 1:54:56, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6727, loss_cls: 2.5607, loss: 2.5607, grad_norm: 2.4727 2021-07-09 15:42:07,290 - mmaction - INFO - Epoch [103][1380/1879] lr: 6.568e-02, eta: 3 days, 1:54:36, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6887, loss_cls: 2.5302, loss: 2.5302, grad_norm: 2.4749 2021-07-09 15:42:24,893 - mmaction - INFO - Epoch [103][1400/1879] lr: 6.568e-02, eta: 3 days, 1:54:17, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6672, loss_cls: 2.6111, loss: 2.6111, grad_norm: 2.4510 2021-07-09 15:42:42,404 - mmaction - INFO - Epoch [103][1420/1879] lr: 6.568e-02, eta: 3 days, 1:53:57, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6691, loss_cls: 2.5488, loss: 2.5488, grad_norm: 2.4184 2021-07-09 15:42:59,947 - mmaction - INFO - Epoch [103][1440/1879] lr: 6.568e-02, eta: 3 days, 1:53:37, time: 0.877, data_time: 0.007, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6750, loss_cls: 2.5752, loss: 2.5752, grad_norm: 2.3981 2021-07-09 15:43:17,471 - mmaction - INFO - Epoch [103][1460/1879] lr: 6.568e-02, eta: 3 days, 1:53:17, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6715, loss_cls: 2.5461, loss: 2.5461, grad_norm: 2.4013 2021-07-09 15:43:35,028 - mmaction - INFO - Epoch [103][1480/1879] lr: 6.568e-02, eta: 3 days, 1:52:57, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6781, loss_cls: 2.5773, loss: 2.5773, grad_norm: 2.4614 2021-07-09 15:43:52,536 - mmaction - INFO - Epoch [103][1500/1879] lr: 6.568e-02, eta: 3 days, 1:52:37, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6676, loss_cls: 2.5941, loss: 2.5941, grad_norm: 2.4909 2021-07-09 15:44:10,098 - mmaction - INFO - Epoch [103][1520/1879] lr: 6.568e-02, eta: 3 days, 1:52:17, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6676, loss_cls: 2.6005, loss: 2.6005, grad_norm: 2.4542 2021-07-09 15:44:27,618 - mmaction - INFO - Epoch [103][1540/1879] lr: 6.568e-02, eta: 3 days, 1:51:57, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6727, loss_cls: 2.5699, loss: 2.5699, grad_norm: 2.4362 2021-07-09 15:44:45,153 - mmaction - INFO - Epoch [103][1560/1879] lr: 6.568e-02, eta: 3 days, 1:51:37, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6508, loss_cls: 2.6463, loss: 2.6463, grad_norm: 2.4752 2021-07-09 15:45:02,688 - mmaction - INFO - Epoch [103][1580/1879] lr: 6.568e-02, eta: 3 days, 1:51:17, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6664, loss_cls: 2.6521, loss: 2.6521, grad_norm: 2.4665 2021-07-09 15:45:20,241 - mmaction - INFO - Epoch [103][1600/1879] lr: 6.568e-02, eta: 3 days, 1:50:58, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6684, loss_cls: 2.5871, loss: 2.5871, grad_norm: 2.3954 2021-07-09 15:45:37,861 - mmaction - INFO - Epoch [103][1620/1879] lr: 6.568e-02, eta: 3 days, 1:50:38, time: 0.882, data_time: 0.006, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6754, loss_cls: 2.5680, loss: 2.5680, grad_norm: 2.4148 2021-07-09 15:45:55,363 - mmaction - INFO - Epoch [103][1640/1879] lr: 6.568e-02, eta: 3 days, 1:50:18, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6457, loss_cls: 2.6851, loss: 2.6851, grad_norm: 2.4378 2021-07-09 15:46:12,963 - mmaction - INFO - Epoch [103][1660/1879] lr: 6.568e-02, eta: 3 days, 1:49:58, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6559, loss_cls: 2.6125, loss: 2.6125, grad_norm: 2.4468 2021-07-09 15:46:30,455 - mmaction - INFO - Epoch [103][1680/1879] lr: 6.568e-02, eta: 3 days, 1:49:38, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6871, loss_cls: 2.5440, loss: 2.5440, grad_norm: 2.4528 2021-07-09 15:46:47,906 - mmaction - INFO - Epoch [103][1700/1879] lr: 6.568e-02, eta: 3 days, 1:49:18, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6602, loss_cls: 2.5635, loss: 2.5635, grad_norm: 2.4632 2021-07-09 15:47:05,520 - mmaction - INFO - Epoch [103][1720/1879] lr: 6.568e-02, eta: 3 days, 1:48:59, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6805, loss_cls: 2.5406, loss: 2.5406, grad_norm: 2.4121 2021-07-09 15:47:23,026 - mmaction - INFO - Epoch [103][1740/1879] lr: 6.568e-02, eta: 3 days, 1:48:39, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6652, loss_cls: 2.5892, loss: 2.5892, grad_norm: 2.4361 2021-07-09 15:47:40,566 - mmaction - INFO - Epoch [103][1760/1879] lr: 6.568e-02, eta: 3 days, 1:48:19, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6637, loss_cls: 2.6165, loss: 2.6165, grad_norm: 2.4694 2021-07-09 15:47:58,018 - mmaction - INFO - Epoch [103][1780/1879] lr: 6.568e-02, eta: 3 days, 1:47:59, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6637, loss_cls: 2.5954, loss: 2.5954, grad_norm: 2.4368 2021-07-09 15:48:15,580 - mmaction - INFO - Epoch [103][1800/1879] lr: 6.568e-02, eta: 3 days, 1:47:39, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6687, loss_cls: 2.6006, loss: 2.6006, grad_norm: 2.4607 2021-07-09 15:48:33,037 - mmaction - INFO - Epoch [103][1820/1879] lr: 6.568e-02, eta: 3 days, 1:47:19, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6727, loss_cls: 2.5591, loss: 2.5591, grad_norm: 2.4865 2021-07-09 15:48:50,663 - mmaction - INFO - Epoch [103][1840/1879] lr: 6.568e-02, eta: 3 days, 1:46:59, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6813, loss_cls: 2.5712, loss: 2.5712, grad_norm: 2.4629 2021-07-09 15:49:08,197 - mmaction - INFO - Epoch [103][1860/1879] lr: 6.568e-02, eta: 3 days, 1:46:39, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6660, loss_cls: 2.6062, loss: 2.6062, grad_norm: 2.4808 2021-07-09 15:51:02,550 - mmaction - INFO - Epoch [104][20/1879] lr: 6.510e-02, eta: 3 days, 1:47:30, time: 4.719, data_time: 3.494, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6719, loss_cls: 2.5776, loss: 2.5776, grad_norm: 2.3663 2021-07-09 15:51:19,664 - mmaction - INFO - Epoch [104][40/1879] lr: 6.510e-02, eta: 3 days, 1:47:09, time: 0.854, data_time: 0.005, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6797, loss_cls: 2.5777, loss: 2.5777, grad_norm: 2.4616 2021-07-09 15:51:36,938 - mmaction - INFO - Epoch [104][60/1879] lr: 6.510e-02, eta: 3 days, 1:46:49, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6531, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.4183 2021-07-09 15:51:54,310 - mmaction - INFO - Epoch [104][80/1879] lr: 6.510e-02, eta: 3 days, 1:46:29, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6660, loss_cls: 2.5707, loss: 2.5707, grad_norm: 2.4016 2021-07-09 15:52:11,696 - mmaction - INFO - Epoch [104][100/1879] lr: 6.510e-02, eta: 3 days, 1:46:09, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6777, loss_cls: 2.5341, loss: 2.5341, grad_norm: 2.4635 2021-07-09 15:52:29,199 - mmaction - INFO - Epoch [104][120/1879] lr: 6.510e-02, eta: 3 days, 1:45:49, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6609, loss_cls: 2.6034, loss: 2.6034, grad_norm: 2.4352 2021-07-09 15:52:46,691 - mmaction - INFO - Epoch [104][140/1879] lr: 6.510e-02, eta: 3 days, 1:45:29, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6758, loss_cls: 2.5545, loss: 2.5545, grad_norm: 2.4344 2021-07-09 15:53:04,204 - mmaction - INFO - Epoch [104][160/1879] lr: 6.510e-02, eta: 3 days, 1:45:09, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6746, loss_cls: 2.5669, loss: 2.5669, grad_norm: 2.4464 2021-07-09 15:53:21,577 - mmaction - INFO - Epoch [104][180/1879] lr: 6.510e-02, eta: 3 days, 1:44:49, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6902, loss_cls: 2.4689, loss: 2.4689, grad_norm: 2.4261 2021-07-09 15:53:39,126 - mmaction - INFO - Epoch [104][200/1879] lr: 6.510e-02, eta: 3 days, 1:44:29, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6719, loss_cls: 2.5863, loss: 2.5863, grad_norm: 2.5182 2021-07-09 15:53:56,487 - mmaction - INFO - Epoch [104][220/1879] lr: 6.510e-02, eta: 3 days, 1:44:09, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6762, loss_cls: 2.5413, loss: 2.5413, grad_norm: 2.4745 2021-07-09 15:54:14,027 - mmaction - INFO - Epoch [104][240/1879] lr: 6.510e-02, eta: 3 days, 1:43:49, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6664, loss_cls: 2.5621, loss: 2.5621, grad_norm: 2.4586 2021-07-09 15:54:31,536 - mmaction - INFO - Epoch [104][260/1879] lr: 6.510e-02, eta: 3 days, 1:43:29, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6773, loss_cls: 2.5556, loss: 2.5556, grad_norm: 2.4360 2021-07-09 15:54:49,111 - mmaction - INFO - Epoch [104][280/1879] lr: 6.510e-02, eta: 3 days, 1:43:09, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6758, loss_cls: 2.5337, loss: 2.5337, grad_norm: 2.4656 2021-07-09 15:55:06,555 - mmaction - INFO - Epoch [104][300/1879] lr: 6.510e-02, eta: 3 days, 1:42:49, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6652, loss_cls: 2.6124, loss: 2.6124, grad_norm: 2.5154 2021-07-09 15:55:23,991 - mmaction - INFO - Epoch [104][320/1879] lr: 6.510e-02, eta: 3 days, 1:42:29, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6656, loss_cls: 2.5837, loss: 2.5837, grad_norm: 2.4905 2021-07-09 15:55:41,517 - mmaction - INFO - Epoch [104][340/1879] lr: 6.510e-02, eta: 3 days, 1:42:09, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6668, loss_cls: 2.5956, loss: 2.5956, grad_norm: 2.4605 2021-07-09 15:55:59,197 - mmaction - INFO - Epoch [104][360/1879] lr: 6.510e-02, eta: 3 days, 1:41:50, time: 0.886, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6809, loss_cls: 2.4998, loss: 2.4998, grad_norm: 2.4071 2021-07-09 15:56:16,703 - mmaction - INFO - Epoch [104][380/1879] lr: 6.510e-02, eta: 3 days, 1:41:30, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6809, loss_cls: 2.5583, loss: 2.5583, grad_norm: 2.4714 2021-07-09 15:56:34,280 - mmaction - INFO - Epoch [104][400/1879] lr: 6.510e-02, eta: 3 days, 1:41:10, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6746, loss_cls: 2.5645, loss: 2.5645, grad_norm: 2.4814 2021-07-09 15:56:51,903 - mmaction - INFO - Epoch [104][420/1879] lr: 6.510e-02, eta: 3 days, 1:40:50, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6531, loss_cls: 2.6380, loss: 2.6380, grad_norm: 2.4520 2021-07-09 15:57:09,272 - mmaction - INFO - Epoch [104][440/1879] lr: 6.510e-02, eta: 3 days, 1:40:30, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6574, loss_cls: 2.6231, loss: 2.6231, grad_norm: 2.4162 2021-07-09 15:57:26,749 - mmaction - INFO - Epoch [104][460/1879] lr: 6.510e-02, eta: 3 days, 1:40:10, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6613, loss_cls: 2.5790, loss: 2.5790, grad_norm: 2.3697 2021-07-09 15:57:44,390 - mmaction - INFO - Epoch [104][480/1879] lr: 6.510e-02, eta: 3 days, 1:39:50, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6633, loss_cls: 2.5955, loss: 2.5955, grad_norm: 2.4517 2021-07-09 15:58:01,792 - mmaction - INFO - Epoch [104][500/1879] lr: 6.510e-02, eta: 3 days, 1:39:30, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6621, loss_cls: 2.6108, loss: 2.6108, grad_norm: 2.4541 2021-07-09 15:58:19,289 - mmaction - INFO - Epoch [104][520/1879] lr: 6.510e-02, eta: 3 days, 1:39:10, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6625, loss_cls: 2.5911, loss: 2.5911, grad_norm: 2.5022 2021-07-09 15:58:36,644 - mmaction - INFO - Epoch [104][540/1879] lr: 6.510e-02, eta: 3 days, 1:38:50, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6824, loss_cls: 2.5425, loss: 2.5425, grad_norm: 2.4257 2021-07-09 15:58:54,164 - mmaction - INFO - Epoch [104][560/1879] lr: 6.510e-02, eta: 3 days, 1:38:30, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4074, top5_acc: 0.6605, loss_cls: 2.6223, loss: 2.6223, grad_norm: 2.5048 2021-07-09 15:59:11,543 - mmaction - INFO - Epoch [104][580/1879] lr: 6.510e-02, eta: 3 days, 1:38:10, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6801, loss_cls: 2.5440, loss: 2.5440, grad_norm: 2.4533 2021-07-09 15:59:29,068 - mmaction - INFO - Epoch [104][600/1879] lr: 6.510e-02, eta: 3 days, 1:37:50, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6629, loss_cls: 2.6254, loss: 2.6254, grad_norm: 2.4251 2021-07-09 15:59:46,551 - mmaction - INFO - Epoch [104][620/1879] lr: 6.510e-02, eta: 3 days, 1:37:30, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6746, loss_cls: 2.5371, loss: 2.5371, grad_norm: 2.4160 2021-07-09 16:00:04,096 - mmaction - INFO - Epoch [104][640/1879] lr: 6.510e-02, eta: 3 days, 1:37:11, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6719, loss_cls: 2.5805, loss: 2.5805, grad_norm: 2.4196 2021-07-09 16:00:21,667 - mmaction - INFO - Epoch [104][660/1879] lr: 6.510e-02, eta: 3 days, 1:36:51, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6820, loss_cls: 2.5186, loss: 2.5186, grad_norm: 2.4361 2021-07-09 16:00:39,054 - mmaction - INFO - Epoch [104][680/1879] lr: 6.510e-02, eta: 3 days, 1:36:31, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6719, loss_cls: 2.6021, loss: 2.6021, grad_norm: 2.4385 2021-07-09 16:00:56,614 - mmaction - INFO - Epoch [104][700/1879] lr: 6.510e-02, eta: 3 days, 1:36:11, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6680, loss_cls: 2.6170, loss: 2.6170, grad_norm: 2.4706 2021-07-09 16:01:14,087 - mmaction - INFO - Epoch [104][720/1879] lr: 6.510e-02, eta: 3 days, 1:35:51, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6773, loss_cls: 2.5542, loss: 2.5542, grad_norm: 2.4640 2021-07-09 16:01:31,483 - mmaction - INFO - Epoch [104][740/1879] lr: 6.510e-02, eta: 3 days, 1:35:31, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6602, loss_cls: 2.6359, loss: 2.6359, grad_norm: 2.4409 2021-07-09 16:01:49,049 - mmaction - INFO - Epoch [104][760/1879] lr: 6.510e-02, eta: 3 days, 1:35:11, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6691, loss_cls: 2.5500, loss: 2.5500, grad_norm: 2.4554 2021-07-09 16:02:06,570 - mmaction - INFO - Epoch [104][780/1879] lr: 6.510e-02, eta: 3 days, 1:34:51, time: 0.878, data_time: 0.008, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6711, loss_cls: 2.5800, loss: 2.5800, grad_norm: 2.4344 2021-07-09 16:02:24,010 - mmaction - INFO - Epoch [104][800/1879] lr: 6.510e-02, eta: 3 days, 1:34:31, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6816, loss_cls: 2.5396, loss: 2.5396, grad_norm: 2.4111 2021-07-09 16:02:41,645 - mmaction - INFO - Epoch [104][820/1879] lr: 6.510e-02, eta: 3 days, 1:34:11, time: 0.883, data_time: 0.007, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6547, loss_cls: 2.6821, loss: 2.6821, grad_norm: 2.4888 2021-07-09 16:02:59,207 - mmaction - INFO - Epoch [104][840/1879] lr: 6.510e-02, eta: 3 days, 1:33:51, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6648, loss_cls: 2.5860, loss: 2.5860, grad_norm: 2.4061 2021-07-09 16:03:16,727 - mmaction - INFO - Epoch [104][860/1879] lr: 6.510e-02, eta: 3 days, 1:33:32, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6715, loss_cls: 2.5748, loss: 2.5748, grad_norm: 2.4042 2021-07-09 16:03:34,249 - mmaction - INFO - Epoch [104][880/1879] lr: 6.510e-02, eta: 3 days, 1:33:12, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6875, loss_cls: 2.5234, loss: 2.5234, grad_norm: 2.4301 2021-07-09 16:03:51,726 - mmaction - INFO - Epoch [104][900/1879] lr: 6.510e-02, eta: 3 days, 1:32:52, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6770, loss_cls: 2.5187, loss: 2.5187, grad_norm: 2.4037 2021-07-09 16:04:09,290 - mmaction - INFO - Epoch [104][920/1879] lr: 6.510e-02, eta: 3 days, 1:32:32, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6734, loss_cls: 2.6080, loss: 2.6080, grad_norm: 2.4595 2021-07-09 16:04:26,741 - mmaction - INFO - Epoch [104][940/1879] lr: 6.510e-02, eta: 3 days, 1:32:12, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6629, loss_cls: 2.5914, loss: 2.5914, grad_norm: 2.4801 2021-07-09 16:04:44,326 - mmaction - INFO - Epoch [104][960/1879] lr: 6.510e-02, eta: 3 days, 1:31:52, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6539, loss_cls: 2.6406, loss: 2.6406, grad_norm: 2.4632 2021-07-09 16:05:01,786 - mmaction - INFO - Epoch [104][980/1879] lr: 6.510e-02, eta: 3 days, 1:31:32, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6773, loss_cls: 2.5607, loss: 2.5607, grad_norm: 2.4901 2021-07-09 16:05:19,296 - mmaction - INFO - Epoch [104][1000/1879] lr: 6.510e-02, eta: 3 days, 1:31:12, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6695, loss_cls: 2.6019, loss: 2.6019, grad_norm: 2.4605 2021-07-09 16:05:36,812 - mmaction - INFO - Epoch [104][1020/1879] lr: 6.510e-02, eta: 3 days, 1:30:52, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6707, loss_cls: 2.5960, loss: 2.5960, grad_norm: 2.4909 2021-07-09 16:05:54,307 - mmaction - INFO - Epoch [104][1040/1879] lr: 6.510e-02, eta: 3 days, 1:30:32, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6602, loss_cls: 2.5912, loss: 2.5912, grad_norm: 2.5047 2021-07-09 16:06:11,867 - mmaction - INFO - Epoch [104][1060/1879] lr: 6.510e-02, eta: 3 days, 1:30:13, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6605, loss_cls: 2.6428, loss: 2.6428, grad_norm: 2.3864 2021-07-09 16:06:29,343 - mmaction - INFO - Epoch [104][1080/1879] lr: 6.510e-02, eta: 3 days, 1:29:53, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6602, loss_cls: 2.6228, loss: 2.6228, grad_norm: 2.3873 2021-07-09 16:06:46,773 - mmaction - INFO - Epoch [104][1100/1879] lr: 6.510e-02, eta: 3 days, 1:29:33, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6562, loss_cls: 2.6385, loss: 2.6385, grad_norm: 2.4339 2021-07-09 16:07:04,288 - mmaction - INFO - Epoch [104][1120/1879] lr: 6.510e-02, eta: 3 days, 1:29:13, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6652, loss_cls: 2.6169, loss: 2.6169, grad_norm: 2.4316 2021-07-09 16:07:21,813 - mmaction - INFO - Epoch [104][1140/1879] lr: 6.510e-02, eta: 3 days, 1:28:53, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4004, top5_acc: 0.6512, loss_cls: 2.6727, loss: 2.6727, grad_norm: 2.4523 2021-07-09 16:07:39,261 - mmaction - INFO - Epoch [104][1160/1879] lr: 6.510e-02, eta: 3 days, 1:28:33, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6617, loss_cls: 2.6212, loss: 2.6212, grad_norm: 2.3998 2021-07-09 16:07:56,777 - mmaction - INFO - Epoch [104][1180/1879] lr: 6.510e-02, eta: 3 days, 1:28:13, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6824, loss_cls: 2.5155, loss: 2.5155, grad_norm: 2.3756 2021-07-09 16:08:14,351 - mmaction - INFO - Epoch [104][1200/1879] lr: 6.510e-02, eta: 3 days, 1:27:53, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6543, loss_cls: 2.5844, loss: 2.5844, grad_norm: 2.4397 2021-07-09 16:08:31,817 - mmaction - INFO - Epoch [104][1220/1879] lr: 6.510e-02, eta: 3 days, 1:27:33, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6758, loss_cls: 2.5064, loss: 2.5064, grad_norm: 2.4652 2021-07-09 16:08:49,274 - mmaction - INFO - Epoch [104][1240/1879] lr: 6.510e-02, eta: 3 days, 1:27:13, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6836, loss_cls: 2.5238, loss: 2.5238, grad_norm: 2.4579 2021-07-09 16:09:06,743 - mmaction - INFO - Epoch [104][1260/1879] lr: 6.510e-02, eta: 3 days, 1:26:53, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6707, loss_cls: 2.6196, loss: 2.6196, grad_norm: 2.4565 2021-07-09 16:09:24,261 - mmaction - INFO - Epoch [104][1280/1879] lr: 6.510e-02, eta: 3 days, 1:26:33, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6672, loss_cls: 2.6506, loss: 2.6506, grad_norm: 2.5038 2021-07-09 16:09:41,781 - mmaction - INFO - Epoch [104][1300/1879] lr: 6.510e-02, eta: 3 days, 1:26:14, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6746, loss_cls: 2.5509, loss: 2.5509, grad_norm: 2.3790 2021-07-09 16:09:59,256 - mmaction - INFO - Epoch [104][1320/1879] lr: 6.510e-02, eta: 3 days, 1:25:54, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6633, loss_cls: 2.6086, loss: 2.6086, grad_norm: 2.4747 2021-07-09 16:10:16,817 - mmaction - INFO - Epoch [104][1340/1879] lr: 6.510e-02, eta: 3 days, 1:25:34, time: 0.877, data_time: 0.007, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6797, loss_cls: 2.5440, loss: 2.5440, grad_norm: 2.4126 2021-07-09 16:10:34,257 - mmaction - INFO - Epoch [104][1360/1879] lr: 6.510e-02, eta: 3 days, 1:25:14, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6699, loss_cls: 2.5610, loss: 2.5610, grad_norm: 2.4346 2021-07-09 16:10:51,779 - mmaction - INFO - Epoch [104][1380/1879] lr: 6.510e-02, eta: 3 days, 1:24:54, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6820, loss_cls: 2.5003, loss: 2.5003, grad_norm: 2.3738 2021-07-09 16:11:09,246 - mmaction - INFO - Epoch [104][1400/1879] lr: 6.510e-02, eta: 3 days, 1:24:34, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6527, loss_cls: 2.6411, loss: 2.6411, grad_norm: 2.4242 2021-07-09 16:11:26,747 - mmaction - INFO - Epoch [104][1420/1879] lr: 6.510e-02, eta: 3 days, 1:24:14, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6711, loss_cls: 2.5702, loss: 2.5702, grad_norm: 2.3621 2021-07-09 16:11:44,366 - mmaction - INFO - Epoch [104][1440/1879] lr: 6.510e-02, eta: 3 days, 1:23:54, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6656, loss_cls: 2.6104, loss: 2.6104, grad_norm: 2.3661 2021-07-09 16:12:01,838 - mmaction - INFO - Epoch [104][1460/1879] lr: 6.510e-02, eta: 3 days, 1:23:34, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6641, loss_cls: 2.6131, loss: 2.6131, grad_norm: 2.4064 2021-07-09 16:12:19,308 - mmaction - INFO - Epoch [104][1480/1879] lr: 6.510e-02, eta: 3 days, 1:23:14, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6668, loss_cls: 2.5869, loss: 2.5869, grad_norm: 2.4074 2021-07-09 16:12:36,718 - mmaction - INFO - Epoch [104][1500/1879] lr: 6.510e-02, eta: 3 days, 1:22:54, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6863, loss_cls: 2.5514, loss: 2.5514, grad_norm: 2.4646 2021-07-09 16:12:54,190 - mmaction - INFO - Epoch [104][1520/1879] lr: 6.510e-02, eta: 3 days, 1:22:34, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6652, loss_cls: 2.6230, loss: 2.6230, grad_norm: 2.4226 2021-07-09 16:13:11,758 - mmaction - INFO - Epoch [104][1540/1879] lr: 6.510e-02, eta: 3 days, 1:22:15, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6680, loss_cls: 2.5985, loss: 2.5985, grad_norm: 2.4734 2021-07-09 16:13:29,191 - mmaction - INFO - Epoch [104][1560/1879] lr: 6.510e-02, eta: 3 days, 1:21:55, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6770, loss_cls: 2.5347, loss: 2.5347, grad_norm: 2.4586 2021-07-09 16:13:46,633 - mmaction - INFO - Epoch [104][1580/1879] lr: 6.510e-02, eta: 3 days, 1:21:35, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6699, loss_cls: 2.5898, loss: 2.5898, grad_norm: 2.4809 2021-07-09 16:14:04,229 - mmaction - INFO - Epoch [104][1600/1879] lr: 6.510e-02, eta: 3 days, 1:21:15, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6742, loss_cls: 2.5780, loss: 2.5780, grad_norm: 2.4312 2021-07-09 16:14:21,687 - mmaction - INFO - Epoch [104][1620/1879] lr: 6.510e-02, eta: 3 days, 1:20:55, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6648, loss_cls: 2.5468, loss: 2.5468, grad_norm: 2.4728 2021-07-09 16:14:39,238 - mmaction - INFO - Epoch [104][1640/1879] lr: 6.510e-02, eta: 3 days, 1:20:35, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6711, loss_cls: 2.6038, loss: 2.6038, grad_norm: 2.4900 2021-07-09 16:14:56,623 - mmaction - INFO - Epoch [104][1660/1879] lr: 6.510e-02, eta: 3 days, 1:20:15, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6738, loss_cls: 2.5858, loss: 2.5858, grad_norm: 2.4494 2021-07-09 16:15:14,192 - mmaction - INFO - Epoch [104][1680/1879] lr: 6.510e-02, eta: 3 days, 1:19:55, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6684, loss_cls: 2.5469, loss: 2.5469, grad_norm: 2.4463 2021-07-09 16:15:31,695 - mmaction - INFO - Epoch [104][1700/1879] lr: 6.510e-02, eta: 3 days, 1:19:35, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6746, loss_cls: 2.5365, loss: 2.5365, grad_norm: 2.4436 2021-07-09 16:15:49,120 - mmaction - INFO - Epoch [104][1720/1879] lr: 6.510e-02, eta: 3 days, 1:19:15, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6508, loss_cls: 2.6769, loss: 2.6769, grad_norm: 2.4186 2021-07-09 16:16:06,616 - mmaction - INFO - Epoch [104][1740/1879] lr: 6.510e-02, eta: 3 days, 1:18:55, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6633, loss_cls: 2.5590, loss: 2.5590, grad_norm: 2.4256 2021-07-09 16:16:24,085 - mmaction - INFO - Epoch [104][1760/1879] lr: 6.510e-02, eta: 3 days, 1:18:35, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6727, loss_cls: 2.5787, loss: 2.5787, grad_norm: 2.4465 2021-07-09 16:16:41,562 - mmaction - INFO - Epoch [104][1780/1879] lr: 6.510e-02, eta: 3 days, 1:18:16, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6676, loss_cls: 2.6171, loss: 2.6171, grad_norm: 2.4582 2021-07-09 16:16:58,905 - mmaction - INFO - Epoch [104][1800/1879] lr: 6.510e-02, eta: 3 days, 1:17:55, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6574, loss_cls: 2.6237, loss: 2.6237, grad_norm: 2.4845 2021-07-09 16:17:16,510 - mmaction - INFO - Epoch [104][1820/1879] lr: 6.510e-02, eta: 3 days, 1:17:36, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6801, loss_cls: 2.5019, loss: 2.5019, grad_norm: 2.4043 2021-07-09 16:17:34,005 - mmaction - INFO - Epoch [104][1840/1879] lr: 6.510e-02, eta: 3 days, 1:17:16, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6652, loss_cls: 2.6049, loss: 2.6049, grad_norm: 2.4674 2021-07-09 16:17:51,633 - mmaction - INFO - Epoch [104][1860/1879] lr: 6.510e-02, eta: 3 days, 1:16:56, time: 0.881, data_time: 0.002, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6559, loss_cls: 2.6363, loss: 2.6363, grad_norm: 2.4219 2021-07-09 16:18:09,086 - mmaction - INFO - Saving checkpoint at 104 epochs 2021-07-09 16:20:58,351 - mmaction - INFO - Epoch [105][20/1879] lr: 6.451e-02, eta: 3 days, 1:19:32, time: 8.352, data_time: 7.199, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6633, loss_cls: 2.6598, loss: 2.6598, grad_norm: 2.4602 2021-07-09 16:21:15,503 - mmaction - INFO - Epoch [105][40/1879] lr: 6.451e-02, eta: 3 days, 1:19:11, time: 0.859, data_time: 0.008, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6773, loss_cls: 2.5470, loss: 2.5470, grad_norm: 2.4109 2021-07-09 16:21:32,605 - mmaction - INFO - Epoch [105][60/1879] lr: 6.451e-02, eta: 3 days, 1:18:51, time: 0.854, data_time: 0.002, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6699, loss_cls: 2.5978, loss: 2.5978, grad_norm: 2.4653 2021-07-09 16:21:49,967 - mmaction - INFO - Epoch [105][80/1879] lr: 6.451e-02, eta: 3 days, 1:18:30, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6687, loss_cls: 2.5478, loss: 2.5478, grad_norm: 2.4274 2021-07-09 16:22:07,315 - mmaction - INFO - Epoch [105][100/1879] lr: 6.451e-02, eta: 3 days, 1:18:10, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6766, loss_cls: 2.4994, loss: 2.4994, grad_norm: 2.4173 2021-07-09 16:22:24,718 - mmaction - INFO - Epoch [105][120/1879] lr: 6.451e-02, eta: 3 days, 1:17:50, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6707, loss_cls: 2.5892, loss: 2.5892, grad_norm: 2.4270 2021-07-09 16:22:42,125 - mmaction - INFO - Epoch [105][140/1879] lr: 6.451e-02, eta: 3 days, 1:17:30, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6781, loss_cls: 2.5530, loss: 2.5530, grad_norm: 2.4920 2021-07-09 16:22:59,518 - mmaction - INFO - Epoch [105][160/1879] lr: 6.451e-02, eta: 3 days, 1:17:10, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6715, loss_cls: 2.5232, loss: 2.5232, grad_norm: 2.4460 2021-07-09 16:23:16,983 - mmaction - INFO - Epoch [105][180/1879] lr: 6.451e-02, eta: 3 days, 1:16:50, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6730, loss_cls: 2.4996, loss: 2.4996, grad_norm: 2.4461 2021-07-09 16:23:34,394 - mmaction - INFO - Epoch [105][200/1879] lr: 6.451e-02, eta: 3 days, 1:16:30, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6719, loss_cls: 2.6008, loss: 2.6008, grad_norm: 2.4725 2021-07-09 16:23:51,730 - mmaction - INFO - Epoch [105][220/1879] lr: 6.451e-02, eta: 3 days, 1:16:10, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6711, loss_cls: 2.5625, loss: 2.5625, grad_norm: 2.4792 2021-07-09 16:24:09,262 - mmaction - INFO - Epoch [105][240/1879] lr: 6.451e-02, eta: 3 days, 1:15:50, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6508, loss_cls: 2.6041, loss: 2.6041, grad_norm: 2.4670 2021-07-09 16:24:26,668 - mmaction - INFO - Epoch [105][260/1879] lr: 6.451e-02, eta: 3 days, 1:15:30, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6598, loss_cls: 2.6224, loss: 2.6224, grad_norm: 2.4810 2021-07-09 16:24:44,077 - mmaction - INFO - Epoch [105][280/1879] lr: 6.451e-02, eta: 3 days, 1:15:10, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6859, loss_cls: 2.4618, loss: 2.4618, grad_norm: 2.4263 2021-07-09 16:25:01,526 - mmaction - INFO - Epoch [105][300/1879] lr: 6.451e-02, eta: 3 days, 1:14:50, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6480, loss_cls: 2.6462, loss: 2.6462, grad_norm: 2.5105 2021-07-09 16:25:19,122 - mmaction - INFO - Epoch [105][320/1879] lr: 6.451e-02, eta: 3 days, 1:14:30, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6777, loss_cls: 2.5536, loss: 2.5536, grad_norm: 2.4314 2021-07-09 16:25:36,563 - mmaction - INFO - Epoch [105][340/1879] lr: 6.451e-02, eta: 3 days, 1:14:10, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6617, loss_cls: 2.5954, loss: 2.5954, grad_norm: 2.4776 2021-07-09 16:25:54,063 - mmaction - INFO - Epoch [105][360/1879] lr: 6.451e-02, eta: 3 days, 1:13:50, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6785, loss_cls: 2.5511, loss: 2.5511, grad_norm: 2.4442 2021-07-09 16:26:11,590 - mmaction - INFO - Epoch [105][380/1879] lr: 6.451e-02, eta: 3 days, 1:13:30, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6602, loss_cls: 2.5896, loss: 2.5896, grad_norm: 2.5057 2021-07-09 16:26:29,048 - mmaction - INFO - Epoch [105][400/1879] lr: 6.451e-02, eta: 3 days, 1:13:10, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6793, loss_cls: 2.5279, loss: 2.5279, grad_norm: 2.4487 2021-07-09 16:26:46,522 - mmaction - INFO - Epoch [105][420/1879] lr: 6.451e-02, eta: 3 days, 1:12:50, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6594, loss_cls: 2.5969, loss: 2.5969, grad_norm: 2.5127 2021-07-09 16:27:03,999 - mmaction - INFO - Epoch [105][440/1879] lr: 6.451e-02, eta: 3 days, 1:12:31, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6668, loss_cls: 2.5836, loss: 2.5836, grad_norm: 2.4760 2021-07-09 16:27:21,378 - mmaction - INFO - Epoch [105][460/1879] lr: 6.451e-02, eta: 3 days, 1:12:10, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6648, loss_cls: 2.6170, loss: 2.6170, grad_norm: 2.5050 2021-07-09 16:27:38,873 - mmaction - INFO - Epoch [105][480/1879] lr: 6.451e-02, eta: 3 days, 1:11:50, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6621, loss_cls: 2.6224, loss: 2.6224, grad_norm: 2.3996 2021-07-09 16:27:56,387 - mmaction - INFO - Epoch [105][500/1879] lr: 6.451e-02, eta: 3 days, 1:11:31, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6684, loss_cls: 2.5124, loss: 2.5124, grad_norm: 2.4075 2021-07-09 16:28:13,894 - mmaction - INFO - Epoch [105][520/1879] lr: 6.451e-02, eta: 3 days, 1:11:11, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6844, loss_cls: 2.5332, loss: 2.5332, grad_norm: 2.4300 2021-07-09 16:28:31,453 - mmaction - INFO - Epoch [105][540/1879] lr: 6.451e-02, eta: 3 days, 1:10:51, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6770, loss_cls: 2.5047, loss: 2.5047, grad_norm: 2.4910 2021-07-09 16:28:48,996 - mmaction - INFO - Epoch [105][560/1879] lr: 6.451e-02, eta: 3 days, 1:10:31, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6762, loss_cls: 2.5612, loss: 2.5612, grad_norm: 2.4129 2021-07-09 16:29:06,455 - mmaction - INFO - Epoch [105][580/1879] lr: 6.451e-02, eta: 3 days, 1:10:11, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6590, loss_cls: 2.6406, loss: 2.6406, grad_norm: 2.4735 2021-07-09 16:29:23,979 - mmaction - INFO - Epoch [105][600/1879] lr: 6.451e-02, eta: 3 days, 1:09:51, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6773, loss_cls: 2.5235, loss: 2.5235, grad_norm: 2.4195 2021-07-09 16:29:41,350 - mmaction - INFO - Epoch [105][620/1879] lr: 6.451e-02, eta: 3 days, 1:09:31, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6625, loss_cls: 2.5766, loss: 2.5766, grad_norm: 2.4280 2021-07-09 16:29:58,810 - mmaction - INFO - Epoch [105][640/1879] lr: 6.451e-02, eta: 3 days, 1:09:11, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6801, loss_cls: 2.5233, loss: 2.5233, grad_norm: 2.4763 2021-07-09 16:30:16,286 - mmaction - INFO - Epoch [105][660/1879] lr: 6.451e-02, eta: 3 days, 1:08:51, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6648, loss_cls: 2.6237, loss: 2.6237, grad_norm: 2.4817 2021-07-09 16:30:33,747 - mmaction - INFO - Epoch [105][680/1879] lr: 6.451e-02, eta: 3 days, 1:08:31, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4039, top5_acc: 0.6457, loss_cls: 2.6915, loss: 2.6915, grad_norm: 2.4350 2021-07-09 16:30:51,259 - mmaction - INFO - Epoch [105][700/1879] lr: 6.451e-02, eta: 3 days, 1:08:11, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6809, loss_cls: 2.5433, loss: 2.5433, grad_norm: 2.3977 2021-07-09 16:31:08,682 - mmaction - INFO - Epoch [105][720/1879] lr: 6.451e-02, eta: 3 days, 1:07:51, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6672, loss_cls: 2.5696, loss: 2.5696, grad_norm: 2.4260 2021-07-09 16:31:26,113 - mmaction - INFO - Epoch [105][740/1879] lr: 6.451e-02, eta: 3 days, 1:07:31, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6723, loss_cls: 2.5843, loss: 2.5843, grad_norm: 2.4657 2021-07-09 16:31:43,735 - mmaction - INFO - Epoch [105][760/1879] lr: 6.451e-02, eta: 3 days, 1:07:11, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6742, loss_cls: 2.5396, loss: 2.5396, grad_norm: 2.4025 2021-07-09 16:32:01,234 - mmaction - INFO - Epoch [105][780/1879] lr: 6.451e-02, eta: 3 days, 1:06:52, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6664, loss_cls: 2.6110, loss: 2.6110, grad_norm: 2.4425 2021-07-09 16:32:18,775 - mmaction - INFO - Epoch [105][800/1879] lr: 6.451e-02, eta: 3 days, 1:06:32, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6625, loss_cls: 2.6512, loss: 2.6512, grad_norm: 2.4318 2021-07-09 16:32:36,327 - mmaction - INFO - Epoch [105][820/1879] lr: 6.451e-02, eta: 3 days, 1:06:12, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6598, loss_cls: 2.6251, loss: 2.6251, grad_norm: 2.4580 2021-07-09 16:32:53,805 - mmaction - INFO - Epoch [105][840/1879] lr: 6.451e-02, eta: 3 days, 1:05:52, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6672, loss_cls: 2.5691, loss: 2.5691, grad_norm: 2.4724 2021-07-09 16:33:11,204 - mmaction - INFO - Epoch [105][860/1879] lr: 6.451e-02, eta: 3 days, 1:05:32, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6680, loss_cls: 2.5662, loss: 2.5662, grad_norm: 2.4354 2021-07-09 16:33:28,681 - mmaction - INFO - Epoch [105][880/1879] lr: 6.451e-02, eta: 3 days, 1:05:12, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6828, loss_cls: 2.5019, loss: 2.5019, grad_norm: 2.4274 2021-07-09 16:33:46,122 - mmaction - INFO - Epoch [105][900/1879] lr: 6.451e-02, eta: 3 days, 1:04:52, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6660, loss_cls: 2.6068, loss: 2.6068, grad_norm: 2.4315 2021-07-09 16:34:03,647 - mmaction - INFO - Epoch [105][920/1879] lr: 6.451e-02, eta: 3 days, 1:04:32, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6711, loss_cls: 2.5242, loss: 2.5242, grad_norm: 2.4282 2021-07-09 16:34:21,103 - mmaction - INFO - Epoch [105][940/1879] lr: 6.451e-02, eta: 3 days, 1:04:12, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6773, loss_cls: 2.5017, loss: 2.5017, grad_norm: 2.4324 2021-07-09 16:34:38,591 - mmaction - INFO - Epoch [105][960/1879] lr: 6.451e-02, eta: 3 days, 1:03:52, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6703, loss_cls: 2.5687, loss: 2.5687, grad_norm: 2.4693 2021-07-09 16:34:56,033 - mmaction - INFO - Epoch [105][980/1879] lr: 6.451e-02, eta: 3 days, 1:03:32, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6727, loss_cls: 2.6107, loss: 2.6107, grad_norm: 2.4671 2021-07-09 16:35:13,677 - mmaction - INFO - Epoch [105][1000/1879] lr: 6.451e-02, eta: 3 days, 1:03:12, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6734, loss_cls: 2.5256, loss: 2.5256, grad_norm: 2.4019 2021-07-09 16:35:31,155 - mmaction - INFO - Epoch [105][1020/1879] lr: 6.451e-02, eta: 3 days, 1:02:53, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6789, loss_cls: 2.5548, loss: 2.5548, grad_norm: 2.4646 2021-07-09 16:35:48,712 - mmaction - INFO - Epoch [105][1040/1879] lr: 6.451e-02, eta: 3 days, 1:02:33, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6719, loss_cls: 2.5496, loss: 2.5496, grad_norm: 2.4715 2021-07-09 16:36:06,312 - mmaction - INFO - Epoch [105][1060/1879] lr: 6.451e-02, eta: 3 days, 1:02:13, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6652, loss_cls: 2.6333, loss: 2.6333, grad_norm: 2.4926 2021-07-09 16:36:23,968 - mmaction - INFO - Epoch [105][1080/1879] lr: 6.451e-02, eta: 3 days, 1:01:53, time: 0.885, data_time: 0.002, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6762, loss_cls: 2.5507, loss: 2.5507, grad_norm: 2.4480 2021-07-09 16:36:41,504 - mmaction - INFO - Epoch [105][1100/1879] lr: 6.451e-02, eta: 3 days, 1:01:34, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4000, top5_acc: 0.6492, loss_cls: 2.6484, loss: 2.6484, grad_norm: 2.4616 2021-07-09 16:36:58,983 - mmaction - INFO - Epoch [105][1120/1879] lr: 6.451e-02, eta: 3 days, 1:01:14, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6508, loss_cls: 2.6369, loss: 2.6369, grad_norm: 2.4088 2021-07-09 16:37:16,530 - mmaction - INFO - Epoch [105][1140/1879] lr: 6.451e-02, eta: 3 days, 1:00:54, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6664, loss_cls: 2.6146, loss: 2.6146, grad_norm: 2.4224 2021-07-09 16:37:34,117 - mmaction - INFO - Epoch [105][1160/1879] lr: 6.451e-02, eta: 3 days, 1:00:34, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6559, loss_cls: 2.6564, loss: 2.6564, grad_norm: 2.4738 2021-07-09 16:37:51,654 - mmaction - INFO - Epoch [105][1180/1879] lr: 6.451e-02, eta: 3 days, 1:00:14, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6695, loss_cls: 2.5800, loss: 2.5800, grad_norm: 2.4019 2021-07-09 16:38:09,145 - mmaction - INFO - Epoch [105][1200/1879] lr: 6.451e-02, eta: 3 days, 0:59:54, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6570, loss_cls: 2.6768, loss: 2.6768, grad_norm: 2.4752 2021-07-09 16:38:26,728 - mmaction - INFO - Epoch [105][1220/1879] lr: 6.451e-02, eta: 3 days, 0:59:34, time: 0.879, data_time: 0.001, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6711, loss_cls: 2.5812, loss: 2.5812, grad_norm: 2.4531 2021-07-09 16:38:44,275 - mmaction - INFO - Epoch [105][1240/1879] lr: 6.451e-02, eta: 3 days, 0:59:15, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6539, loss_cls: 2.6202, loss: 2.6202, grad_norm: 2.4962 2021-07-09 16:39:01,804 - mmaction - INFO - Epoch [105][1260/1879] lr: 6.451e-02, eta: 3 days, 0:58:55, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6562, loss_cls: 2.6231, loss: 2.6231, grad_norm: 2.3680 2021-07-09 16:39:19,580 - mmaction - INFO - Epoch [105][1280/1879] lr: 6.451e-02, eta: 3 days, 0:58:35, time: 0.888, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6785, loss_cls: 2.5538, loss: 2.5538, grad_norm: 2.4200 2021-07-09 16:39:37,069 - mmaction - INFO - Epoch [105][1300/1879] lr: 6.451e-02, eta: 3 days, 0:58:15, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6719, loss_cls: 2.5565, loss: 2.5565, grad_norm: 2.4750 2021-07-09 16:39:54,655 - mmaction - INFO - Epoch [105][1320/1879] lr: 6.451e-02, eta: 3 days, 0:57:56, time: 0.878, data_time: 0.000, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6668, loss_cls: 2.5595, loss: 2.5595, grad_norm: 2.4654 2021-07-09 16:40:12,216 - mmaction - INFO - Epoch [105][1340/1879] lr: 6.451e-02, eta: 3 days, 0:57:36, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6699, loss_cls: 2.5461, loss: 2.5461, grad_norm: 2.4847 2021-07-09 16:40:29,859 - mmaction - INFO - Epoch [105][1360/1879] lr: 6.451e-02, eta: 3 days, 0:57:16, time: 0.883, data_time: 0.003, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6773, loss_cls: 2.5362, loss: 2.5362, grad_norm: 2.4628 2021-07-09 16:40:47,357 - mmaction - INFO - Epoch [105][1380/1879] lr: 6.451e-02, eta: 3 days, 0:56:56, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6660, loss_cls: 2.5935, loss: 2.5935, grad_norm: 2.4321 2021-07-09 16:41:04,965 - mmaction - INFO - Epoch [105][1400/1879] lr: 6.451e-02, eta: 3 days, 0:56:36, time: 0.883, data_time: 0.003, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6625, loss_cls: 2.6669, loss: 2.6669, grad_norm: 2.5082 2021-07-09 16:41:22,354 - mmaction - INFO - Epoch [105][1420/1879] lr: 6.451e-02, eta: 3 days, 0:56:16, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6789, loss_cls: 2.5094, loss: 2.5094, grad_norm: 2.3741 2021-07-09 16:41:39,893 - mmaction - INFO - Epoch [105][1440/1879] lr: 6.451e-02, eta: 3 days, 0:55:57, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6559, loss_cls: 2.6318, loss: 2.6318, grad_norm: 2.4555 2021-07-09 16:41:57,439 - mmaction - INFO - Epoch [105][1460/1879] lr: 6.451e-02, eta: 3 days, 0:55:37, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6645, loss_cls: 2.5879, loss: 2.5879, grad_norm: 2.4433 2021-07-09 16:42:15,038 - mmaction - INFO - Epoch [105][1480/1879] lr: 6.451e-02, eta: 3 days, 0:55:17, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6793, loss_cls: 2.5397, loss: 2.5397, grad_norm: 2.4428 2021-07-09 16:42:32,497 - mmaction - INFO - Epoch [105][1500/1879] lr: 6.451e-02, eta: 3 days, 0:54:57, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6742, loss_cls: 2.5501, loss: 2.5501, grad_norm: 2.3922 2021-07-09 16:42:50,025 - mmaction - INFO - Epoch [105][1520/1879] lr: 6.451e-02, eta: 3 days, 0:54:37, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6602, loss_cls: 2.5826, loss: 2.5826, grad_norm: 2.3931 2021-07-09 16:43:07,523 - mmaction - INFO - Epoch [105][1540/1879] lr: 6.451e-02, eta: 3 days, 0:54:17, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6691, loss_cls: 2.5636, loss: 2.5636, grad_norm: 2.4664 2021-07-09 16:43:25,007 - mmaction - INFO - Epoch [105][1560/1879] lr: 6.451e-02, eta: 3 days, 0:53:57, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6637, loss_cls: 2.5910, loss: 2.5910, grad_norm: 2.4631 2021-07-09 16:43:42,546 - mmaction - INFO - Epoch [105][1580/1879] lr: 6.451e-02, eta: 3 days, 0:53:38, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6687, loss_cls: 2.5881, loss: 2.5881, grad_norm: 2.4475 2021-07-09 16:44:00,005 - mmaction - INFO - Epoch [105][1600/1879] lr: 6.451e-02, eta: 3 days, 0:53:18, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6715, loss_cls: 2.5620, loss: 2.5620, grad_norm: 2.4792 2021-07-09 16:44:17,497 - mmaction - INFO - Epoch [105][1620/1879] lr: 6.451e-02, eta: 3 days, 0:52:58, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6719, loss_cls: 2.5592, loss: 2.5592, grad_norm: 2.4315 2021-07-09 16:44:34,969 - mmaction - INFO - Epoch [105][1640/1879] lr: 6.451e-02, eta: 3 days, 0:52:38, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6480, loss_cls: 2.6554, loss: 2.6554, grad_norm: 2.4433 2021-07-09 16:44:52,540 - mmaction - INFO - Epoch [105][1660/1879] lr: 6.451e-02, eta: 3 days, 0:52:18, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6641, loss_cls: 2.6068, loss: 2.6068, grad_norm: 2.4468 2021-07-09 16:45:10,078 - mmaction - INFO - Epoch [105][1680/1879] lr: 6.451e-02, eta: 3 days, 0:51:58, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6605, loss_cls: 2.6039, loss: 2.6039, grad_norm: 2.4639 2021-07-09 16:45:27,602 - mmaction - INFO - Epoch [105][1700/1879] lr: 6.451e-02, eta: 3 days, 0:51:38, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6750, loss_cls: 2.5195, loss: 2.5195, grad_norm: 2.4235 2021-07-09 16:45:45,048 - mmaction - INFO - Epoch [105][1720/1879] lr: 6.451e-02, eta: 3 days, 0:51:18, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6578, loss_cls: 2.6059, loss: 2.6059, grad_norm: 2.4348 2021-07-09 16:46:02,616 - mmaction - INFO - Epoch [105][1740/1879] lr: 6.451e-02, eta: 3 days, 0:50:58, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6844, loss_cls: 2.5847, loss: 2.5847, grad_norm: 2.4887 2021-07-09 16:46:20,215 - mmaction - INFO - Epoch [105][1760/1879] lr: 6.451e-02, eta: 3 days, 0:50:39, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6824, loss_cls: 2.5509, loss: 2.5509, grad_norm: 2.4502 2021-07-09 16:46:37,721 - mmaction - INFO - Epoch [105][1780/1879] lr: 6.451e-02, eta: 3 days, 0:50:19, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6809, loss_cls: 2.5733, loss: 2.5733, grad_norm: 2.4475 2021-07-09 16:46:55,148 - mmaction - INFO - Epoch [105][1800/1879] lr: 6.451e-02, eta: 3 days, 0:49:59, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6727, loss_cls: 2.5568, loss: 2.5568, grad_norm: 2.4524 2021-07-09 16:47:12,669 - mmaction - INFO - Epoch [105][1820/1879] lr: 6.451e-02, eta: 3 days, 0:49:39, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6727, loss_cls: 2.5692, loss: 2.5692, grad_norm: 2.4344 2021-07-09 16:47:30,175 - mmaction - INFO - Epoch [105][1840/1879] lr: 6.451e-02, eta: 3 days, 0:49:19, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6781, loss_cls: 2.5417, loss: 2.5417, grad_norm: 2.5037 2021-07-09 16:47:47,661 - mmaction - INFO - Epoch [105][1860/1879] lr: 6.451e-02, eta: 3 days, 0:48:59, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6703, loss_cls: 2.5360, loss: 2.5360, grad_norm: 2.3970 2021-07-09 16:51:56,855 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 16:51:57,672 - mmaction - INFO - top1_acc 0.4767 top5_acc 0.7433 2021-07-09 16:51:57,672 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 16:51:57,718 - mmaction - INFO - mean_acc 0.4766 2021-07-09 16:51:58,342 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_105.pth. 2021-07-09 16:51:58,343 - mmaction - INFO - Best top1_acc is 0.4767 at 105 epoch. 2021-07-09 16:51:58,349 - mmaction - INFO - Epoch(val) [105][155] top1_acc: 0.4767, top5_acc: 0.7433, mean_class_accuracy: 0.4766 2021-07-09 16:53:40,809 - mmaction - INFO - Epoch [106][20/1879] lr: 6.393e-02, eta: 3 days, 0:49:59, time: 5.119, data_time: 3.564, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6684, loss_cls: 2.5511, loss: 2.5511, grad_norm: 2.4554 2021-07-09 16:53:58,129 - mmaction - INFO - Epoch [106][40/1879] lr: 6.393e-02, eta: 3 days, 0:49:39, time: 0.866, data_time: 0.010, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6777, loss_cls: 2.5389, loss: 2.5389, grad_norm: 2.4509 2021-07-09 16:54:15,423 - mmaction - INFO - Epoch [106][60/1879] lr: 6.393e-02, eta: 3 days, 0:49:18, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6676, loss_cls: 2.5944, loss: 2.5944, grad_norm: 2.5306 2021-07-09 16:54:32,871 - mmaction - INFO - Epoch [106][80/1879] lr: 6.393e-02, eta: 3 days, 0:48:58, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6609, loss_cls: 2.5949, loss: 2.5949, grad_norm: 2.4169 2021-07-09 16:54:50,328 - mmaction - INFO - Epoch [106][100/1879] lr: 6.393e-02, eta: 3 days, 0:48:38, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6699, loss_cls: 2.5710, loss: 2.5710, grad_norm: 2.4697 2021-07-09 16:55:07,856 - mmaction - INFO - Epoch [106][120/1879] lr: 6.393e-02, eta: 3 days, 0:48:19, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6625, loss_cls: 2.5565, loss: 2.5565, grad_norm: 2.4609 2021-07-09 16:55:25,348 - mmaction - INFO - Epoch [106][140/1879] lr: 6.393e-02, eta: 3 days, 0:47:59, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6785, loss_cls: 2.5577, loss: 2.5577, grad_norm: 2.4092 2021-07-09 16:55:42,823 - mmaction - INFO - Epoch [106][160/1879] lr: 6.393e-02, eta: 3 days, 0:47:39, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6785, loss_cls: 2.5459, loss: 2.5459, grad_norm: 2.4441 2021-07-09 16:56:00,319 - mmaction - INFO - Epoch [106][180/1879] lr: 6.393e-02, eta: 3 days, 0:47:19, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6719, loss_cls: 2.5291, loss: 2.5291, grad_norm: 2.4291 2021-07-09 16:56:17,914 - mmaction - INFO - Epoch [106][200/1879] lr: 6.393e-02, eta: 3 days, 0:46:59, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6789, loss_cls: 2.5090, loss: 2.5090, grad_norm: 2.4492 2021-07-09 16:56:35,375 - mmaction - INFO - Epoch [106][220/1879] lr: 6.393e-02, eta: 3 days, 0:46:39, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6926, loss_cls: 2.4814, loss: 2.4814, grad_norm: 2.4147 2021-07-09 16:56:52,756 - mmaction - INFO - Epoch [106][240/1879] lr: 6.393e-02, eta: 3 days, 0:46:19, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6711, loss_cls: 2.5519, loss: 2.5519, grad_norm: 2.5293 2021-07-09 16:57:10,284 - mmaction - INFO - Epoch [106][260/1879] lr: 6.393e-02, eta: 3 days, 0:45:59, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6719, loss_cls: 2.5503, loss: 2.5503, grad_norm: 2.4475 2021-07-09 16:57:27,843 - mmaction - INFO - Epoch [106][280/1879] lr: 6.393e-02, eta: 3 days, 0:45:39, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6656, loss_cls: 2.5577, loss: 2.5577, grad_norm: 2.4449 2021-07-09 16:57:45,194 - mmaction - INFO - Epoch [106][300/1879] lr: 6.393e-02, eta: 3 days, 0:45:19, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6813, loss_cls: 2.5178, loss: 2.5178, grad_norm: 2.4764 2021-07-09 16:58:02,691 - mmaction - INFO - Epoch [106][320/1879] lr: 6.393e-02, eta: 3 days, 0:44:59, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.3980, top5_acc: 0.6535, loss_cls: 2.6729, loss: 2.6729, grad_norm: 2.5027 2021-07-09 16:58:20,232 - mmaction - INFO - Epoch [106][340/1879] lr: 6.393e-02, eta: 3 days, 0:44:40, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6734, loss_cls: 2.5544, loss: 2.5544, grad_norm: 2.4457 2021-07-09 16:58:37,730 - mmaction - INFO - Epoch [106][360/1879] lr: 6.393e-02, eta: 3 days, 0:44:20, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6699, loss_cls: 2.6085, loss: 2.6085, grad_norm: 2.4946 2021-07-09 16:58:55,207 - mmaction - INFO - Epoch [106][380/1879] lr: 6.393e-02, eta: 3 days, 0:44:00, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6625, loss_cls: 2.5927, loss: 2.5927, grad_norm: 2.5175 2021-07-09 16:59:12,677 - mmaction - INFO - Epoch [106][400/1879] lr: 6.393e-02, eta: 3 days, 0:43:40, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4059, top5_acc: 0.6687, loss_cls: 2.5983, loss: 2.5983, grad_norm: 2.4525 2021-07-09 16:59:30,138 - mmaction - INFO - Epoch [106][420/1879] lr: 6.393e-02, eta: 3 days, 0:43:20, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6742, loss_cls: 2.5498, loss: 2.5498, grad_norm: 2.4231 2021-07-09 16:59:47,553 - mmaction - INFO - Epoch [106][440/1879] lr: 6.393e-02, eta: 3 days, 0:43:00, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6605, loss_cls: 2.5827, loss: 2.5827, grad_norm: 2.4609 2021-07-09 17:00:05,094 - mmaction - INFO - Epoch [106][460/1879] lr: 6.393e-02, eta: 3 days, 0:42:40, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6672, loss_cls: 2.5762, loss: 2.5762, grad_norm: 2.4476 2021-07-09 17:00:22,683 - mmaction - INFO - Epoch [106][480/1879] lr: 6.393e-02, eta: 3 days, 0:42:20, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6742, loss_cls: 2.5384, loss: 2.5384, grad_norm: 2.4348 2021-07-09 17:00:40,175 - mmaction - INFO - Epoch [106][500/1879] lr: 6.393e-02, eta: 3 days, 0:42:00, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6902, loss_cls: 2.5283, loss: 2.5283, grad_norm: 2.4082 2021-07-09 17:00:57,639 - mmaction - INFO - Epoch [106][520/1879] lr: 6.393e-02, eta: 3 days, 0:41:40, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6770, loss_cls: 2.5441, loss: 2.5441, grad_norm: 2.5512 2021-07-09 17:01:15,081 - mmaction - INFO - Epoch [106][540/1879] lr: 6.393e-02, eta: 3 days, 0:41:20, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6633, loss_cls: 2.5997, loss: 2.5997, grad_norm: 2.4537 2021-07-09 17:01:32,561 - mmaction - INFO - Epoch [106][560/1879] lr: 6.393e-02, eta: 3 days, 0:41:01, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6758, loss_cls: 2.5227, loss: 2.5227, grad_norm: 2.4890 2021-07-09 17:01:50,023 - mmaction - INFO - Epoch [106][580/1879] lr: 6.393e-02, eta: 3 days, 0:40:41, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6820, loss_cls: 2.5065, loss: 2.5065, grad_norm: 2.4656 2021-07-09 17:02:07,503 - mmaction - INFO - Epoch [106][600/1879] lr: 6.393e-02, eta: 3 days, 0:40:21, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6531, loss_cls: 2.6750, loss: 2.6750, grad_norm: 2.4486 2021-07-09 17:02:24,929 - mmaction - INFO - Epoch [106][620/1879] lr: 6.393e-02, eta: 3 days, 0:40:01, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6871, loss_cls: 2.5434, loss: 2.5434, grad_norm: 2.5048 2021-07-09 17:02:42,442 - mmaction - INFO - Epoch [106][640/1879] lr: 6.393e-02, eta: 3 days, 0:39:41, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6617, loss_cls: 2.5616, loss: 2.5616, grad_norm: 2.4856 2021-07-09 17:03:00,013 - mmaction - INFO - Epoch [106][660/1879] lr: 6.393e-02, eta: 3 days, 0:39:21, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6637, loss_cls: 2.5637, loss: 2.5637, grad_norm: 2.4754 2021-07-09 17:03:17,531 - mmaction - INFO - Epoch [106][680/1879] lr: 6.393e-02, eta: 3 days, 0:39:01, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6613, loss_cls: 2.6137, loss: 2.6137, grad_norm: 2.4666 2021-07-09 17:03:34,968 - mmaction - INFO - Epoch [106][700/1879] lr: 6.393e-02, eta: 3 days, 0:38:41, time: 0.869, data_time: 0.000, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6684, loss_cls: 2.5705, loss: 2.5705, grad_norm: 2.4280 2021-07-09 17:03:52,474 - mmaction - INFO - Epoch [106][720/1879] lr: 6.393e-02, eta: 3 days, 0:38:21, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6945, loss_cls: 2.4923, loss: 2.4923, grad_norm: 2.4207 2021-07-09 17:04:10,046 - mmaction - INFO - Epoch [106][740/1879] lr: 6.393e-02, eta: 3 days, 0:38:02, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6633, loss_cls: 2.6495, loss: 2.6495, grad_norm: 2.5163 2021-07-09 17:04:27,494 - mmaction - INFO - Epoch [106][760/1879] lr: 6.393e-02, eta: 3 days, 0:37:42, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6664, loss_cls: 2.5912, loss: 2.5912, grad_norm: 2.4842 2021-07-09 17:04:44,923 - mmaction - INFO - Epoch [106][780/1879] lr: 6.393e-02, eta: 3 days, 0:37:22, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6746, loss_cls: 2.6042, loss: 2.6042, grad_norm: 2.5161 2021-07-09 17:05:02,464 - mmaction - INFO - Epoch [106][800/1879] lr: 6.393e-02, eta: 3 days, 0:37:02, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6676, loss_cls: 2.5474, loss: 2.5474, grad_norm: 2.4780 2021-07-09 17:05:19,838 - mmaction - INFO - Epoch [106][820/1879] lr: 6.393e-02, eta: 3 days, 0:36:42, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6738, loss_cls: 2.5780, loss: 2.5780, grad_norm: 2.4899 2021-07-09 17:05:37,350 - mmaction - INFO - Epoch [106][840/1879] lr: 6.393e-02, eta: 3 days, 0:36:22, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6797, loss_cls: 2.5057, loss: 2.5057, grad_norm: 2.3746 2021-07-09 17:05:54,799 - mmaction - INFO - Epoch [106][860/1879] lr: 6.393e-02, eta: 3 days, 0:36:02, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6820, loss_cls: 2.5628, loss: 2.5628, grad_norm: 2.4578 2021-07-09 17:06:12,422 - mmaction - INFO - Epoch [106][880/1879] lr: 6.393e-02, eta: 3 days, 0:35:42, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6660, loss_cls: 2.6021, loss: 2.6021, grad_norm: 2.4713 2021-07-09 17:06:29,818 - mmaction - INFO - Epoch [106][900/1879] lr: 6.393e-02, eta: 3 days, 0:35:22, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6699, loss_cls: 2.5523, loss: 2.5523, grad_norm: 2.4822 2021-07-09 17:06:47,263 - mmaction - INFO - Epoch [106][920/1879] lr: 6.393e-02, eta: 3 days, 0:35:02, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6645, loss_cls: 2.5800, loss: 2.5800, grad_norm: 2.4407 2021-07-09 17:07:04,793 - mmaction - INFO - Epoch [106][940/1879] lr: 6.393e-02, eta: 3 days, 0:34:42, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6691, loss_cls: 2.5536, loss: 2.5536, grad_norm: 2.4588 2021-07-09 17:07:22,305 - mmaction - INFO - Epoch [106][960/1879] lr: 6.393e-02, eta: 3 days, 0:34:23, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6734, loss_cls: 2.5645, loss: 2.5645, grad_norm: 2.4131 2021-07-09 17:07:39,839 - mmaction - INFO - Epoch [106][980/1879] lr: 6.393e-02, eta: 3 days, 0:34:03, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6707, loss_cls: 2.5607, loss: 2.5607, grad_norm: 2.4401 2021-07-09 17:07:57,402 - mmaction - INFO - Epoch [106][1000/1879] lr: 6.393e-02, eta: 3 days, 0:33:43, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6773, loss_cls: 2.5464, loss: 2.5464, grad_norm: 2.5127 2021-07-09 17:08:14,858 - mmaction - INFO - Epoch [106][1020/1879] lr: 6.393e-02, eta: 3 days, 0:33:23, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6641, loss_cls: 2.5805, loss: 2.5805, grad_norm: 2.4502 2021-07-09 17:08:32,264 - mmaction - INFO - Epoch [106][1040/1879] lr: 6.393e-02, eta: 3 days, 0:33:03, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6547, loss_cls: 2.6674, loss: 2.6674, grad_norm: 2.4609 2021-07-09 17:08:49,642 - mmaction - INFO - Epoch [106][1060/1879] lr: 6.393e-02, eta: 3 days, 0:32:43, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6711, loss_cls: 2.5763, loss: 2.5763, grad_norm: 2.4250 2021-07-09 17:09:07,033 - mmaction - INFO - Epoch [106][1080/1879] lr: 6.393e-02, eta: 3 days, 0:32:23, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6734, loss_cls: 2.5596, loss: 2.5596, grad_norm: 2.4092 2021-07-09 17:09:24,551 - mmaction - INFO - Epoch [106][1100/1879] lr: 6.393e-02, eta: 3 days, 0:32:03, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6695, loss_cls: 2.6137, loss: 2.6137, grad_norm: 2.4660 2021-07-09 17:09:42,049 - mmaction - INFO - Epoch [106][1120/1879] lr: 6.393e-02, eta: 3 days, 0:31:43, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6672, loss_cls: 2.6116, loss: 2.6116, grad_norm: 2.4840 2021-07-09 17:09:59,638 - mmaction - INFO - Epoch [106][1140/1879] lr: 6.393e-02, eta: 3 days, 0:31:23, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6711, loss_cls: 2.5755, loss: 2.5755, grad_norm: 2.4719 2021-07-09 17:10:17,143 - mmaction - INFO - Epoch [106][1160/1879] lr: 6.393e-02, eta: 3 days, 0:31:04, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6582, loss_cls: 2.6062, loss: 2.6062, grad_norm: 2.4737 2021-07-09 17:10:34,611 - mmaction - INFO - Epoch [106][1180/1879] lr: 6.393e-02, eta: 3 days, 0:30:44, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6633, loss_cls: 2.6001, loss: 2.6001, grad_norm: 2.4973 2021-07-09 17:10:52,180 - mmaction - INFO - Epoch [106][1200/1879] lr: 6.393e-02, eta: 3 days, 0:30:24, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6738, loss_cls: 2.5644, loss: 2.5644, grad_norm: 2.5161 2021-07-09 17:11:09,592 - mmaction - INFO - Epoch [106][1220/1879] lr: 6.393e-02, eta: 3 days, 0:30:04, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6652, loss_cls: 2.5542, loss: 2.5542, grad_norm: 2.4158 2021-07-09 17:11:27,010 - mmaction - INFO - Epoch [106][1240/1879] lr: 6.393e-02, eta: 3 days, 0:29:44, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6609, loss_cls: 2.5967, loss: 2.5967, grad_norm: 2.4366 2021-07-09 17:11:44,570 - mmaction - INFO - Epoch [106][1260/1879] lr: 6.393e-02, eta: 3 days, 0:29:24, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6652, loss_cls: 2.6277, loss: 2.6277, grad_norm: 2.4900 2021-07-09 17:12:02,061 - mmaction - INFO - Epoch [106][1280/1879] lr: 6.393e-02, eta: 3 days, 0:29:04, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6840, loss_cls: 2.5064, loss: 2.5064, grad_norm: 2.4868 2021-07-09 17:12:19,535 - mmaction - INFO - Epoch [106][1300/1879] lr: 6.393e-02, eta: 3 days, 0:28:44, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6691, loss_cls: 2.5527, loss: 2.5527, grad_norm: 2.4998 2021-07-09 17:12:37,020 - mmaction - INFO - Epoch [106][1320/1879] lr: 6.393e-02, eta: 3 days, 0:28:25, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6664, loss_cls: 2.6157, loss: 2.6157, grad_norm: 2.5056 2021-07-09 17:12:54,428 - mmaction - INFO - Epoch [106][1340/1879] lr: 6.393e-02, eta: 3 days, 0:28:04, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6773, loss_cls: 2.5336, loss: 2.5336, grad_norm: 2.4522 2021-07-09 17:13:11,945 - mmaction - INFO - Epoch [106][1360/1879] lr: 6.393e-02, eta: 3 days, 0:27:45, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6625, loss_cls: 2.5677, loss: 2.5677, grad_norm: 2.4278 2021-07-09 17:13:29,342 - mmaction - INFO - Epoch [106][1380/1879] lr: 6.393e-02, eta: 3 days, 0:27:25, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6680, loss_cls: 2.6025, loss: 2.6025, grad_norm: 2.5227 2021-07-09 17:13:46,911 - mmaction - INFO - Epoch [106][1400/1879] lr: 6.393e-02, eta: 3 days, 0:27:05, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6586, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.4732 2021-07-09 17:14:04,531 - mmaction - INFO - Epoch [106][1420/1879] lr: 6.393e-02, eta: 3 days, 0:26:45, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6715, loss_cls: 2.5950, loss: 2.5950, grad_norm: 2.4513 2021-07-09 17:14:22,027 - mmaction - INFO - Epoch [106][1440/1879] lr: 6.393e-02, eta: 3 days, 0:26:25, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6687, loss_cls: 2.5902, loss: 2.5902, grad_norm: 2.4724 2021-07-09 17:14:39,423 - mmaction - INFO - Epoch [106][1460/1879] lr: 6.393e-02, eta: 3 days, 0:26:05, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6625, loss_cls: 2.6183, loss: 2.6183, grad_norm: 2.4896 2021-07-09 17:14:56,883 - mmaction - INFO - Epoch [106][1480/1879] lr: 6.393e-02, eta: 3 days, 0:25:45, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6742, loss_cls: 2.5742, loss: 2.5742, grad_norm: 2.4240 2021-07-09 17:15:14,293 - mmaction - INFO - Epoch [106][1500/1879] lr: 6.393e-02, eta: 3 days, 0:25:25, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6574, loss_cls: 2.6625, loss: 2.6625, grad_norm: 2.4277 2021-07-09 17:15:31,847 - mmaction - INFO - Epoch [106][1520/1879] lr: 6.393e-02, eta: 3 days, 0:25:06, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6895, loss_cls: 2.4946, loss: 2.4946, grad_norm: 2.4178 2021-07-09 17:15:49,243 - mmaction - INFO - Epoch [106][1540/1879] lr: 6.393e-02, eta: 3 days, 0:24:46, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6691, loss_cls: 2.5826, loss: 2.5826, grad_norm: 2.4727 2021-07-09 17:16:06,704 - mmaction - INFO - Epoch [106][1560/1879] lr: 6.393e-02, eta: 3 days, 0:24:26, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6680, loss_cls: 2.5879, loss: 2.5879, grad_norm: 2.4974 2021-07-09 17:16:24,302 - mmaction - INFO - Epoch [106][1580/1879] lr: 6.393e-02, eta: 3 days, 0:24:06, time: 0.878, data_time: 0.000, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6645, loss_cls: 2.6414, loss: 2.6414, grad_norm: 2.4478 2021-07-09 17:16:41,792 - mmaction - INFO - Epoch [106][1600/1879] lr: 6.393e-02, eta: 3 days, 0:23:46, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6613, loss_cls: 2.6003, loss: 2.6003, grad_norm: 2.4177 2021-07-09 17:16:59,159 - mmaction - INFO - Epoch [106][1620/1879] lr: 6.393e-02, eta: 3 days, 0:23:26, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6531, loss_cls: 2.6338, loss: 2.6338, grad_norm: 2.4791 2021-07-09 17:17:16,674 - mmaction - INFO - Epoch [106][1640/1879] lr: 6.393e-02, eta: 3 days, 0:23:06, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6750, loss_cls: 2.6229, loss: 2.6229, grad_norm: 2.5054 2021-07-09 17:17:34,139 - mmaction - INFO - Epoch [106][1660/1879] lr: 6.393e-02, eta: 3 days, 0:22:46, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6602, loss_cls: 2.5947, loss: 2.5947, grad_norm: 2.4004 2021-07-09 17:17:51,772 - mmaction - INFO - Epoch [106][1680/1879] lr: 6.393e-02, eta: 3 days, 0:22:27, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6672, loss_cls: 2.5633, loss: 2.5633, grad_norm: 2.4508 2021-07-09 17:18:09,180 - mmaction - INFO - Epoch [106][1700/1879] lr: 6.393e-02, eta: 3 days, 0:22:07, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6652, loss_cls: 2.6007, loss: 2.6007, grad_norm: 2.4440 2021-07-09 17:18:26,729 - mmaction - INFO - Epoch [106][1720/1879] lr: 6.393e-02, eta: 3 days, 0:21:47, time: 0.880, data_time: 0.007, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6555, loss_cls: 2.6558, loss: 2.6558, grad_norm: 2.4921 2021-07-09 17:18:44,151 - mmaction - INFO - Epoch [106][1740/1879] lr: 6.393e-02, eta: 3 days, 0:21:27, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6691, loss_cls: 2.6181, loss: 2.6181, grad_norm: 2.4206 2021-07-09 17:19:01,644 - mmaction - INFO - Epoch [106][1760/1879] lr: 6.393e-02, eta: 3 days, 0:21:07, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6730, loss_cls: 2.5652, loss: 2.5652, grad_norm: 2.4081 2021-07-09 17:19:19,097 - mmaction - INFO - Epoch [106][1780/1879] lr: 6.393e-02, eta: 3 days, 0:20:47, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6887, loss_cls: 2.4750, loss: 2.4750, grad_norm: 2.3771 2021-07-09 17:19:36,517 - mmaction - INFO - Epoch [106][1800/1879] lr: 6.393e-02, eta: 3 days, 0:20:27, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6684, loss_cls: 2.5570, loss: 2.5570, grad_norm: 2.4920 2021-07-09 17:19:53,968 - mmaction - INFO - Epoch [106][1820/1879] lr: 6.393e-02, eta: 3 days, 0:20:07, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6859, loss_cls: 2.5213, loss: 2.5213, grad_norm: 2.4563 2021-07-09 17:20:11,440 - mmaction - INFO - Epoch [106][1840/1879] lr: 6.393e-02, eta: 3 days, 0:19:47, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6734, loss_cls: 2.5590, loss: 2.5590, grad_norm: 2.4415 2021-07-09 17:20:28,940 - mmaction - INFO - Epoch [106][1860/1879] lr: 6.393e-02, eta: 3 days, 0:19:27, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6711, loss_cls: 2.5925, loss: 2.5925, grad_norm: 2.4992 2021-07-09 17:23:07,593 - mmaction - INFO - Epoch [107][20/1879] lr: 6.334e-02, eta: 3 days, 0:21:12, time: 6.771, data_time: 5.468, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6840, loss_cls: 2.5113, loss: 2.5113, grad_norm: 2.4854 2021-07-09 17:23:24,742 - mmaction - INFO - Epoch [107][40/1879] lr: 6.334e-02, eta: 3 days, 0:20:52, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6711, loss_cls: 2.5395, loss: 2.5395, grad_norm: 2.4042 2021-07-09 17:23:41,922 - mmaction - INFO - Epoch [107][60/1879] lr: 6.334e-02, eta: 3 days, 0:20:31, time: 0.858, data_time: 0.002, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6746, loss_cls: 2.5339, loss: 2.5339, grad_norm: 2.4373 2021-07-09 17:23:59,215 - mmaction - INFO - Epoch [107][80/1879] lr: 6.334e-02, eta: 3 days, 0:20:11, time: 0.864, data_time: 0.006, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6738, loss_cls: 2.5510, loss: 2.5510, grad_norm: 2.4550 2021-07-09 17:24:16,707 - mmaction - INFO - Epoch [107][100/1879] lr: 6.334e-02, eta: 3 days, 0:19:51, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6687, loss_cls: 2.5751, loss: 2.5751, grad_norm: 2.4770 2021-07-09 17:24:34,241 - mmaction - INFO - Epoch [107][120/1879] lr: 6.334e-02, eta: 3 days, 0:19:31, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6609, loss_cls: 2.6129, loss: 2.6129, grad_norm: 2.4577 2021-07-09 17:24:51,778 - mmaction - INFO - Epoch [107][140/1879] lr: 6.334e-02, eta: 3 days, 0:19:12, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6852, loss_cls: 2.5095, loss: 2.5095, grad_norm: 2.4007 2021-07-09 17:25:09,227 - mmaction - INFO - Epoch [107][160/1879] lr: 6.334e-02, eta: 3 days, 0:18:52, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6836, loss_cls: 2.4788, loss: 2.4788, grad_norm: 2.5138 2021-07-09 17:25:26,776 - mmaction - INFO - Epoch [107][180/1879] lr: 6.334e-02, eta: 3 days, 0:18:32, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6789, loss_cls: 2.5227, loss: 2.5227, grad_norm: 2.4795 2021-07-09 17:25:44,216 - mmaction - INFO - Epoch [107][200/1879] lr: 6.334e-02, eta: 3 days, 0:18:12, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6746, loss_cls: 2.5645, loss: 2.5645, grad_norm: 2.5200 2021-07-09 17:26:01,716 - mmaction - INFO - Epoch [107][220/1879] lr: 6.334e-02, eta: 3 days, 0:17:52, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6633, loss_cls: 2.5985, loss: 2.5985, grad_norm: 2.5214 2021-07-09 17:26:19,056 - mmaction - INFO - Epoch [107][240/1879] lr: 6.334e-02, eta: 3 days, 0:17:32, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6750, loss_cls: 2.5654, loss: 2.5654, grad_norm: 2.5334 2021-07-09 17:26:36,496 - mmaction - INFO - Epoch [107][260/1879] lr: 6.334e-02, eta: 3 days, 0:17:12, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6898, loss_cls: 2.5025, loss: 2.5025, grad_norm: 2.4725 2021-07-09 17:26:53,977 - mmaction - INFO - Epoch [107][280/1879] lr: 6.334e-02, eta: 3 days, 0:16:52, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6844, loss_cls: 2.5213, loss: 2.5213, grad_norm: 2.4943 2021-07-09 17:27:11,503 - mmaction - INFO - Epoch [107][300/1879] lr: 6.334e-02, eta: 3 days, 0:16:32, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6758, loss_cls: 2.5086, loss: 2.5086, grad_norm: 2.5194 2021-07-09 17:27:28,930 - mmaction - INFO - Epoch [107][320/1879] lr: 6.334e-02, eta: 3 days, 0:16:12, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6773, loss_cls: 2.5301, loss: 2.5301, grad_norm: 2.5135 2021-07-09 17:27:46,365 - mmaction - INFO - Epoch [107][340/1879] lr: 6.334e-02, eta: 3 days, 0:15:52, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6648, loss_cls: 2.5923, loss: 2.5923, grad_norm: 2.4870 2021-07-09 17:28:03,833 - mmaction - INFO - Epoch [107][360/1879] lr: 6.334e-02, eta: 3 days, 0:15:32, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6848, loss_cls: 2.4963, loss: 2.4963, grad_norm: 2.4230 2021-07-09 17:28:21,311 - mmaction - INFO - Epoch [107][380/1879] lr: 6.334e-02, eta: 3 days, 0:15:12, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6676, loss_cls: 2.5572, loss: 2.5572, grad_norm: 2.4997 2021-07-09 17:28:38,731 - mmaction - INFO - Epoch [107][400/1879] lr: 6.334e-02, eta: 3 days, 0:14:53, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6695, loss_cls: 2.5424, loss: 2.5424, grad_norm: 2.4680 2021-07-09 17:28:56,318 - mmaction - INFO - Epoch [107][420/1879] lr: 6.334e-02, eta: 3 days, 0:14:33, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6676, loss_cls: 2.5927, loss: 2.5927, grad_norm: 2.4451 2021-07-09 17:29:13,799 - mmaction - INFO - Epoch [107][440/1879] lr: 6.334e-02, eta: 3 days, 0:14:13, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6809, loss_cls: 2.5583, loss: 2.5583, grad_norm: 2.4748 2021-07-09 17:29:31,323 - mmaction - INFO - Epoch [107][460/1879] lr: 6.334e-02, eta: 3 days, 0:13:53, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6676, loss_cls: 2.5225, loss: 2.5225, grad_norm: 2.4791 2021-07-09 17:29:48,732 - mmaction - INFO - Epoch [107][480/1879] lr: 6.334e-02, eta: 3 days, 0:13:33, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6680, loss_cls: 2.5878, loss: 2.5878, grad_norm: 2.4662 2021-07-09 17:30:06,221 - mmaction - INFO - Epoch [107][500/1879] lr: 6.334e-02, eta: 3 days, 0:13:13, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6766, loss_cls: 2.5570, loss: 2.5570, grad_norm: 2.5126 2021-07-09 17:30:23,663 - mmaction - INFO - Epoch [107][520/1879] lr: 6.334e-02, eta: 3 days, 0:12:53, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6625, loss_cls: 2.5969, loss: 2.5969, grad_norm: 2.4452 2021-07-09 17:30:41,171 - mmaction - INFO - Epoch [107][540/1879] lr: 6.334e-02, eta: 3 days, 0:12:33, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6617, loss_cls: 2.6326, loss: 2.6326, grad_norm: 2.4899 2021-07-09 17:30:58,535 - mmaction - INFO - Epoch [107][560/1879] lr: 6.334e-02, eta: 3 days, 0:12:13, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6695, loss_cls: 2.5630, loss: 2.5630, grad_norm: 2.4395 2021-07-09 17:31:15,941 - mmaction - INFO - Epoch [107][580/1879] lr: 6.334e-02, eta: 3 days, 0:11:53, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6742, loss_cls: 2.5493, loss: 2.5493, grad_norm: 2.4832 2021-07-09 17:31:33,413 - mmaction - INFO - Epoch [107][600/1879] lr: 6.334e-02, eta: 3 days, 0:11:33, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6980, loss_cls: 2.4497, loss: 2.4497, grad_norm: 2.4443 2021-07-09 17:31:50,928 - mmaction - INFO - Epoch [107][620/1879] lr: 6.334e-02, eta: 3 days, 0:11:14, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6629, loss_cls: 2.6304, loss: 2.6304, grad_norm: 2.5391 2021-07-09 17:32:08,475 - mmaction - INFO - Epoch [107][640/1879] lr: 6.334e-02, eta: 3 days, 0:10:54, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6797, loss_cls: 2.5350, loss: 2.5350, grad_norm: 2.4826 2021-07-09 17:32:25,990 - mmaction - INFO - Epoch [107][660/1879] lr: 6.334e-02, eta: 3 days, 0:10:34, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6664, loss_cls: 2.5410, loss: 2.5410, grad_norm: 2.4841 2021-07-09 17:32:43,425 - mmaction - INFO - Epoch [107][680/1879] lr: 6.334e-02, eta: 3 days, 0:10:14, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6930, loss_cls: 2.4693, loss: 2.4693, grad_norm: 2.4195 2021-07-09 17:33:00,823 - mmaction - INFO - Epoch [107][700/1879] lr: 6.334e-02, eta: 3 days, 0:09:54, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6711, loss_cls: 2.5671, loss: 2.5671, grad_norm: 2.4852 2021-07-09 17:33:18,309 - mmaction - INFO - Epoch [107][720/1879] lr: 6.334e-02, eta: 3 days, 0:09:34, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6801, loss_cls: 2.5607, loss: 2.5607, grad_norm: 2.4926 2021-07-09 17:33:35,724 - mmaction - INFO - Epoch [107][740/1879] lr: 6.334e-02, eta: 3 days, 0:09:14, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6781, loss_cls: 2.5636, loss: 2.5636, grad_norm: 2.4780 2021-07-09 17:33:53,153 - mmaction - INFO - Epoch [107][760/1879] lr: 6.334e-02, eta: 3 days, 0:08:54, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6652, loss_cls: 2.5691, loss: 2.5691, grad_norm: 2.4690 2021-07-09 17:34:10,675 - mmaction - INFO - Epoch [107][780/1879] lr: 6.334e-02, eta: 3 days, 0:08:34, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6754, loss_cls: 2.5577, loss: 2.5577, grad_norm: 2.4267 2021-07-09 17:34:28,179 - mmaction - INFO - Epoch [107][800/1879] lr: 6.334e-02, eta: 3 days, 0:08:15, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6777, loss_cls: 2.5106, loss: 2.5106, grad_norm: 2.4336 2021-07-09 17:34:45,666 - mmaction - INFO - Epoch [107][820/1879] lr: 6.334e-02, eta: 3 days, 0:07:55, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6711, loss_cls: 2.6464, loss: 2.6464, grad_norm: 2.5168 2021-07-09 17:35:03,096 - mmaction - INFO - Epoch [107][840/1879] lr: 6.334e-02, eta: 3 days, 0:07:35, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6746, loss_cls: 2.5416, loss: 2.5416, grad_norm: 2.4648 2021-07-09 17:35:20,533 - mmaction - INFO - Epoch [107][860/1879] lr: 6.334e-02, eta: 3 days, 0:07:15, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6707, loss_cls: 2.5661, loss: 2.5661, grad_norm: 2.4967 2021-07-09 17:35:38,023 - mmaction - INFO - Epoch [107][880/1879] lr: 6.334e-02, eta: 3 days, 0:06:55, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6754, loss_cls: 2.5498, loss: 2.5498, grad_norm: 2.4813 2021-07-09 17:35:55,434 - mmaction - INFO - Epoch [107][900/1879] lr: 6.334e-02, eta: 3 days, 0:06:35, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6762, loss_cls: 2.5745, loss: 2.5745, grad_norm: 2.4897 2021-07-09 17:36:13,094 - mmaction - INFO - Epoch [107][920/1879] lr: 6.334e-02, eta: 3 days, 0:06:15, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6672, loss_cls: 2.6066, loss: 2.6066, grad_norm: 2.4985 2021-07-09 17:36:30,509 - mmaction - INFO - Epoch [107][940/1879] lr: 6.334e-02, eta: 3 days, 0:05:55, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4094, top5_acc: 0.6562, loss_cls: 2.6206, loss: 2.6206, grad_norm: 2.4688 2021-07-09 17:36:48,050 - mmaction - INFO - Epoch [107][960/1879] lr: 6.334e-02, eta: 3 days, 0:05:35, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6730, loss_cls: 2.5619, loss: 2.5619, grad_norm: 2.4298 2021-07-09 17:37:05,575 - mmaction - INFO - Epoch [107][980/1879] lr: 6.334e-02, eta: 3 days, 0:05:16, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6613, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.4573 2021-07-09 17:37:23,025 - mmaction - INFO - Epoch [107][1000/1879] lr: 6.334e-02, eta: 3 days, 0:04:56, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6547, loss_cls: 2.5956, loss: 2.5956, grad_norm: 2.4788 2021-07-09 17:37:40,486 - mmaction - INFO - Epoch [107][1020/1879] lr: 6.334e-02, eta: 3 days, 0:04:36, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6691, loss_cls: 2.5624, loss: 2.5624, grad_norm: 2.4977 2021-07-09 17:37:57,919 - mmaction - INFO - Epoch [107][1040/1879] lr: 6.334e-02, eta: 3 days, 0:04:16, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6625, loss_cls: 2.5502, loss: 2.5502, grad_norm: 2.4419 2021-07-09 17:38:15,367 - mmaction - INFO - Epoch [107][1060/1879] lr: 6.334e-02, eta: 3 days, 0:03:56, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6703, loss_cls: 2.5276, loss: 2.5276, grad_norm: 2.4123 2021-07-09 17:38:32,882 - mmaction - INFO - Epoch [107][1080/1879] lr: 6.334e-02, eta: 3 days, 0:03:36, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6742, loss_cls: 2.5527, loss: 2.5527, grad_norm: 2.4885 2021-07-09 17:38:50,293 - mmaction - INFO - Epoch [107][1100/1879] lr: 6.334e-02, eta: 3 days, 0:03:16, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6809, loss_cls: 2.5128, loss: 2.5128, grad_norm: 2.4710 2021-07-09 17:39:07,883 - mmaction - INFO - Epoch [107][1120/1879] lr: 6.334e-02, eta: 3 days, 0:02:56, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6746, loss_cls: 2.5691, loss: 2.5691, grad_norm: 2.5345 2021-07-09 17:39:25,315 - mmaction - INFO - Epoch [107][1140/1879] lr: 6.334e-02, eta: 3 days, 0:02:37, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6695, loss_cls: 2.5739, loss: 2.5739, grad_norm: 2.5081 2021-07-09 17:39:42,799 - mmaction - INFO - Epoch [107][1160/1879] lr: 6.334e-02, eta: 3 days, 0:02:17, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6703, loss_cls: 2.5606, loss: 2.5606, grad_norm: 2.4777 2021-07-09 17:40:00,150 - mmaction - INFO - Epoch [107][1180/1879] lr: 6.334e-02, eta: 3 days, 0:01:57, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6777, loss_cls: 2.5105, loss: 2.5105, grad_norm: 2.5138 2021-07-09 17:40:17,862 - mmaction - INFO - Epoch [107][1200/1879] lr: 6.334e-02, eta: 3 days, 0:01:37, time: 0.885, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6730, loss_cls: 2.5124, loss: 2.5124, grad_norm: 2.4390 2021-07-09 17:40:35,374 - mmaction - INFO - Epoch [107][1220/1879] lr: 6.334e-02, eta: 3 days, 0:01:17, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6680, loss_cls: 2.5419, loss: 2.5419, grad_norm: 2.5250 2021-07-09 17:40:52,863 - mmaction - INFO - Epoch [107][1240/1879] lr: 6.334e-02, eta: 3 days, 0:00:57, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6813, loss_cls: 2.5441, loss: 2.5441, grad_norm: 2.5365 2021-07-09 17:41:10,353 - mmaction - INFO - Epoch [107][1260/1879] lr: 6.334e-02, eta: 3 days, 0:00:37, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6555, loss_cls: 2.6229, loss: 2.6229, grad_norm: 2.4755 2021-07-09 17:41:27,902 - mmaction - INFO - Epoch [107][1280/1879] lr: 6.334e-02, eta: 3 days, 0:00:18, time: 0.879, data_time: 0.007, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6566, loss_cls: 2.5809, loss: 2.5809, grad_norm: 2.4991 2021-07-09 17:41:45,331 - mmaction - INFO - Epoch [107][1300/1879] lr: 6.334e-02, eta: 2 days, 23:59:58, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6773, loss_cls: 2.5672, loss: 2.5672, grad_norm: 2.4364 2021-07-09 17:42:02,803 - mmaction - INFO - Epoch [107][1320/1879] lr: 6.334e-02, eta: 2 days, 23:59:38, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6852, loss_cls: 2.5090, loss: 2.5090, grad_norm: 2.4270 2021-07-09 17:42:20,316 - mmaction - INFO - Epoch [107][1340/1879] lr: 6.334e-02, eta: 2 days, 23:59:18, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6660, loss_cls: 2.5789, loss: 2.5789, grad_norm: 2.4850 2021-07-09 17:42:37,762 - mmaction - INFO - Epoch [107][1360/1879] lr: 6.334e-02, eta: 2 days, 23:58:58, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6863, loss_cls: 2.5213, loss: 2.5213, grad_norm: 2.5488 2021-07-09 17:42:55,238 - mmaction - INFO - Epoch [107][1380/1879] lr: 6.334e-02, eta: 2 days, 23:58:38, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6578, loss_cls: 2.6662, loss: 2.6662, grad_norm: 2.5111 2021-07-09 17:43:12,787 - mmaction - INFO - Epoch [107][1400/1879] lr: 6.334e-02, eta: 2 days, 23:58:18, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6707, loss_cls: 2.5606, loss: 2.5606, grad_norm: 2.4448 2021-07-09 17:43:30,215 - mmaction - INFO - Epoch [107][1420/1879] lr: 6.334e-02, eta: 2 days, 23:57:58, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6672, loss_cls: 2.5643, loss: 2.5643, grad_norm: 2.4583 2021-07-09 17:43:47,665 - mmaction - INFO - Epoch [107][1440/1879] lr: 6.334e-02, eta: 2 days, 23:57:39, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6687, loss_cls: 2.5865, loss: 2.5865, grad_norm: 2.5056 2021-07-09 17:44:05,124 - mmaction - INFO - Epoch [107][1460/1879] lr: 6.334e-02, eta: 2 days, 23:57:19, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6797, loss_cls: 2.5338, loss: 2.5338, grad_norm: 2.4518 2021-07-09 17:44:22,647 - mmaction - INFO - Epoch [107][1480/1879] lr: 6.334e-02, eta: 2 days, 23:56:59, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6699, loss_cls: 2.6128, loss: 2.6128, grad_norm: 2.4858 2021-07-09 17:44:40,095 - mmaction - INFO - Epoch [107][1500/1879] lr: 6.334e-02, eta: 2 days, 23:56:39, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6629, loss_cls: 2.6050, loss: 2.6050, grad_norm: 2.4542 2021-07-09 17:44:57,588 - mmaction - INFO - Epoch [107][1520/1879] lr: 6.334e-02, eta: 2 days, 23:56:19, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6648, loss_cls: 2.6096, loss: 2.6096, grad_norm: 2.4251 2021-07-09 17:45:15,090 - mmaction - INFO - Epoch [107][1540/1879] lr: 6.334e-02, eta: 2 days, 23:55:59, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6715, loss_cls: 2.5538, loss: 2.5538, grad_norm: 2.5437 2021-07-09 17:45:32,731 - mmaction - INFO - Epoch [107][1560/1879] lr: 6.334e-02, eta: 2 days, 23:55:40, time: 0.882, data_time: 0.006, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6617, loss_cls: 2.6053, loss: 2.6053, grad_norm: 2.4970 2021-07-09 17:45:50,136 - mmaction - INFO - Epoch [107][1580/1879] lr: 6.334e-02, eta: 2 days, 23:55:20, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6703, loss_cls: 2.5824, loss: 2.5824, grad_norm: 2.4533 2021-07-09 17:46:07,697 - mmaction - INFO - Epoch [107][1600/1879] lr: 6.334e-02, eta: 2 days, 23:55:00, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6672, loss_cls: 2.5795, loss: 2.5795, grad_norm: 2.4564 2021-07-09 17:46:25,162 - mmaction - INFO - Epoch [107][1620/1879] lr: 6.334e-02, eta: 2 days, 23:54:40, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6520, loss_cls: 2.6616, loss: 2.6616, grad_norm: 2.4903 2021-07-09 17:46:42,593 - mmaction - INFO - Epoch [107][1640/1879] lr: 6.334e-02, eta: 2 days, 23:54:20, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6738, loss_cls: 2.5910, loss: 2.5910, grad_norm: 2.4986 2021-07-09 17:47:00,122 - mmaction - INFO - Epoch [107][1660/1879] lr: 6.334e-02, eta: 2 days, 23:54:00, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6703, loss_cls: 2.5747, loss: 2.5747, grad_norm: 2.4679 2021-07-09 17:47:17,697 - mmaction - INFO - Epoch [107][1680/1879] lr: 6.334e-02, eta: 2 days, 23:53:40, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6715, loss_cls: 2.6005, loss: 2.6005, grad_norm: 2.4400 2021-07-09 17:47:35,193 - mmaction - INFO - Epoch [107][1700/1879] lr: 6.334e-02, eta: 2 days, 23:53:21, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6703, loss_cls: 2.5681, loss: 2.5681, grad_norm: 2.4302 2021-07-09 17:47:52,663 - mmaction - INFO - Epoch [107][1720/1879] lr: 6.334e-02, eta: 2 days, 23:53:01, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6559, loss_cls: 2.6350, loss: 2.6350, grad_norm: 2.4903 2021-07-09 17:48:10,159 - mmaction - INFO - Epoch [107][1740/1879] lr: 6.334e-02, eta: 2 days, 23:52:41, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4066, top5_acc: 0.6609, loss_cls: 2.6391, loss: 2.6391, grad_norm: 2.4738 2021-07-09 17:48:27,715 - mmaction - INFO - Epoch [107][1760/1879] lr: 6.334e-02, eta: 2 days, 23:52:21, time: 0.882, data_time: 0.008, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6656, loss_cls: 2.5987, loss: 2.5987, grad_norm: 2.4450 2021-07-09 17:48:45,273 - mmaction - INFO - Epoch [107][1780/1879] lr: 6.334e-02, eta: 2 days, 23:52:01, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6750, loss_cls: 2.5528, loss: 2.5528, grad_norm: 2.4410 2021-07-09 17:49:02,785 - mmaction - INFO - Epoch [107][1800/1879] lr: 6.334e-02, eta: 2 days, 23:51:42, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6660, loss_cls: 2.5894, loss: 2.5894, grad_norm: 2.5261 2021-07-09 17:49:20,424 - mmaction - INFO - Epoch [107][1820/1879] lr: 6.334e-02, eta: 2 days, 23:51:22, time: 0.880, data_time: 0.008, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6742, loss_cls: 2.5458, loss: 2.5458, grad_norm: 2.4739 2021-07-09 17:49:37,858 - mmaction - INFO - Epoch [107][1840/1879] lr: 6.334e-02, eta: 2 days, 23:51:02, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6813, loss_cls: 2.5385, loss: 2.5385, grad_norm: 2.4843 2021-07-09 17:49:55,312 - mmaction - INFO - Epoch [107][1860/1879] lr: 6.334e-02, eta: 2 days, 23:50:42, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6859, loss_cls: 2.5442, loss: 2.5442, grad_norm: 2.4552 2021-07-09 17:52:53,313 - mmaction - INFO - Epoch [108][20/1879] lr: 6.274e-02, eta: 2 days, 23:52:46, time: 7.552, data_time: 6.264, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6781, loss_cls: 2.5339, loss: 2.5339, grad_norm: 2.4732 2021-07-09 17:53:10,488 - mmaction - INFO - Epoch [108][40/1879] lr: 6.274e-02, eta: 2 days, 23:52:26, time: 0.859, data_time: 0.008, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6828, loss_cls: 2.5159, loss: 2.5159, grad_norm: 2.5522 2021-07-09 17:53:27,694 - mmaction - INFO - Epoch [108][60/1879] lr: 6.274e-02, eta: 2 days, 23:52:06, time: 0.860, data_time: 0.003, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6785, loss_cls: 2.5012, loss: 2.5012, grad_norm: 2.4085 2021-07-09 17:53:44,999 - mmaction - INFO - Epoch [108][80/1879] lr: 6.274e-02, eta: 2 days, 23:51:45, time: 0.864, data_time: 0.007, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6906, loss_cls: 2.4935, loss: 2.4935, grad_norm: 2.4295 2021-07-09 17:54:02,421 - mmaction - INFO - Epoch [108][100/1879] lr: 6.274e-02, eta: 2 days, 23:51:25, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6844, loss_cls: 2.5021, loss: 2.5021, grad_norm: 2.4507 2021-07-09 17:54:19,897 - mmaction - INFO - Epoch [108][120/1879] lr: 6.274e-02, eta: 2 days, 23:51:06, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6715, loss_cls: 2.5309, loss: 2.5309, grad_norm: 2.5046 2021-07-09 17:54:37,416 - mmaction - INFO - Epoch [108][140/1879] lr: 6.274e-02, eta: 2 days, 23:50:46, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6859, loss_cls: 2.5316, loss: 2.5316, grad_norm: 2.5815 2021-07-09 17:54:54,868 - mmaction - INFO - Epoch [108][160/1879] lr: 6.274e-02, eta: 2 days, 23:50:26, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6578, loss_cls: 2.5994, loss: 2.5994, grad_norm: 2.5135 2021-07-09 17:55:12,487 - mmaction - INFO - Epoch [108][180/1879] lr: 6.274e-02, eta: 2 days, 23:50:06, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6695, loss_cls: 2.5451, loss: 2.5451, grad_norm: 2.4712 2021-07-09 17:55:29,829 - mmaction - INFO - Epoch [108][200/1879] lr: 6.274e-02, eta: 2 days, 23:49:46, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6777, loss_cls: 2.5750, loss: 2.5750, grad_norm: 2.4751 2021-07-09 17:55:47,334 - mmaction - INFO - Epoch [108][220/1879] lr: 6.274e-02, eta: 2 days, 23:49:26, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6629, loss_cls: 2.5686, loss: 2.5686, grad_norm: 2.4918 2021-07-09 17:56:04,815 - mmaction - INFO - Epoch [108][240/1879] lr: 6.274e-02, eta: 2 days, 23:49:06, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6668, loss_cls: 2.5555, loss: 2.5555, grad_norm: 2.4670 2021-07-09 17:56:22,502 - mmaction - INFO - Epoch [108][260/1879] lr: 6.274e-02, eta: 2 days, 23:48:47, time: 0.884, data_time: 0.005, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6734, loss_cls: 2.5391, loss: 2.5391, grad_norm: 2.4601 2021-07-09 17:56:39,978 - mmaction - INFO - Epoch [108][280/1879] lr: 6.274e-02, eta: 2 days, 23:48:27, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6648, loss_cls: 2.5706, loss: 2.5706, grad_norm: 2.5214 2021-07-09 17:56:57,418 - mmaction - INFO - Epoch [108][300/1879] lr: 6.274e-02, eta: 2 days, 23:48:07, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6707, loss_cls: 2.5775, loss: 2.5775, grad_norm: 2.4907 2021-07-09 17:57:14,982 - mmaction - INFO - Epoch [108][320/1879] lr: 6.274e-02, eta: 2 days, 23:47:47, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6641, loss_cls: 2.5680, loss: 2.5680, grad_norm: 2.5039 2021-07-09 17:57:32,418 - mmaction - INFO - Epoch [108][340/1879] lr: 6.274e-02, eta: 2 days, 23:47:27, time: 0.873, data_time: 0.007, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6727, loss_cls: 2.5243, loss: 2.5243, grad_norm: 2.4428 2021-07-09 17:57:49,930 - mmaction - INFO - Epoch [108][360/1879] lr: 6.274e-02, eta: 2 days, 23:47:07, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6695, loss_cls: 2.5635, loss: 2.5635, grad_norm: 2.4870 2021-07-09 17:58:07,473 - mmaction - INFO - Epoch [108][380/1879] lr: 6.274e-02, eta: 2 days, 23:46:48, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6813, loss_cls: 2.5286, loss: 2.5286, grad_norm: 2.4436 2021-07-09 17:58:24,923 - mmaction - INFO - Epoch [108][400/1879] lr: 6.274e-02, eta: 2 days, 23:46:28, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6867, loss_cls: 2.4951, loss: 2.4951, grad_norm: 2.4847 2021-07-09 17:58:42,417 - mmaction - INFO - Epoch [108][420/1879] lr: 6.274e-02, eta: 2 days, 23:46:08, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6758, loss_cls: 2.5665, loss: 2.5665, grad_norm: 2.4835 2021-07-09 17:58:59,877 - mmaction - INFO - Epoch [108][440/1879] lr: 6.274e-02, eta: 2 days, 23:45:48, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6691, loss_cls: 2.5548, loss: 2.5548, grad_norm: 2.4808 2021-07-09 17:59:17,439 - mmaction - INFO - Epoch [108][460/1879] lr: 6.274e-02, eta: 2 days, 23:45:28, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6687, loss_cls: 2.5825, loss: 2.5825, grad_norm: 2.5249 2021-07-09 17:59:34,971 - mmaction - INFO - Epoch [108][480/1879] lr: 6.274e-02, eta: 2 days, 23:45:08, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6570, loss_cls: 2.6524, loss: 2.6524, grad_norm: 2.5479 2021-07-09 17:59:52,466 - mmaction - INFO - Epoch [108][500/1879] lr: 6.274e-02, eta: 2 days, 23:44:48, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6738, loss_cls: 2.5359, loss: 2.5359, grad_norm: 2.3979 2021-07-09 18:00:20,105 - mmaction - INFO - Epoch [108][520/1879] lr: 6.274e-02, eta: 2 days, 23:44:42, time: 1.373, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6773, loss_cls: 2.5785, loss: 2.5785, grad_norm: 2.4374 2021-07-09 18:00:37,553 - mmaction - INFO - Epoch [108][540/1879] lr: 6.274e-02, eta: 2 days, 23:44:23, time: 0.882, data_time: 0.014, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6758, loss_cls: 2.5624, loss: 2.5624, grad_norm: 2.4935 2021-07-09 18:00:55,133 - mmaction - INFO - Epoch [108][560/1879] lr: 6.274e-02, eta: 2 days, 23:44:03, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6840, loss_cls: 2.4983, loss: 2.4983, grad_norm: 2.4508 2021-07-09 18:01:12,521 - mmaction - INFO - Epoch [108][580/1879] lr: 6.274e-02, eta: 2 days, 23:43:43, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6734, loss_cls: 2.5805, loss: 2.5805, grad_norm: 2.5400 2021-07-09 18:01:29,996 - mmaction - INFO - Epoch [108][600/1879] lr: 6.274e-02, eta: 2 days, 23:43:23, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6672, loss_cls: 2.6073, loss: 2.6073, grad_norm: 2.5245 2021-07-09 18:01:47,525 - mmaction - INFO - Epoch [108][620/1879] lr: 6.274e-02, eta: 2 days, 23:43:03, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6770, loss_cls: 2.5439, loss: 2.5439, grad_norm: 2.4502 2021-07-09 18:02:05,069 - mmaction - INFO - Epoch [108][640/1879] lr: 6.274e-02, eta: 2 days, 23:42:44, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6555, loss_cls: 2.6224, loss: 2.6224, grad_norm: 2.4715 2021-07-09 18:02:22,533 - mmaction - INFO - Epoch [108][660/1879] lr: 6.274e-02, eta: 2 days, 23:42:24, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6699, loss_cls: 2.5749, loss: 2.5749, grad_norm: 2.4012 2021-07-09 18:02:40,020 - mmaction - INFO - Epoch [108][680/1879] lr: 6.274e-02, eta: 2 days, 23:42:04, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6805, loss_cls: 2.5257, loss: 2.5257, grad_norm: 2.4447 2021-07-09 18:02:57,549 - mmaction - INFO - Epoch [108][700/1879] lr: 6.274e-02, eta: 2 days, 23:41:44, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6652, loss_cls: 2.5778, loss: 2.5778, grad_norm: 2.5026 2021-07-09 18:03:14,982 - mmaction - INFO - Epoch [108][720/1879] lr: 6.274e-02, eta: 2 days, 23:41:24, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6531, loss_cls: 2.6156, loss: 2.6156, grad_norm: 2.4723 2021-07-09 18:03:32,545 - mmaction - INFO - Epoch [108][740/1879] lr: 6.274e-02, eta: 2 days, 23:41:04, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6773, loss_cls: 2.5439, loss: 2.5439, grad_norm: 2.4956 2021-07-09 18:03:50,002 - mmaction - INFO - Epoch [108][760/1879] lr: 6.274e-02, eta: 2 days, 23:40:44, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6621, loss_cls: 2.6040, loss: 2.6040, grad_norm: 2.5329 2021-07-09 18:04:07,448 - mmaction - INFO - Epoch [108][780/1879] lr: 6.274e-02, eta: 2 days, 23:40:24, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6652, loss_cls: 2.5565, loss: 2.5565, grad_norm: 2.4760 2021-07-09 18:04:25,023 - mmaction - INFO - Epoch [108][800/1879] lr: 6.274e-02, eta: 2 days, 23:40:05, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6820, loss_cls: 2.5729, loss: 2.5729, grad_norm: 2.4662 2021-07-09 18:04:42,558 - mmaction - INFO - Epoch [108][820/1879] lr: 6.274e-02, eta: 2 days, 23:39:45, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6648, loss_cls: 2.5761, loss: 2.5761, grad_norm: 2.5402 2021-07-09 18:05:00,060 - mmaction - INFO - Epoch [108][840/1879] lr: 6.274e-02, eta: 2 days, 23:39:25, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6691, loss_cls: 2.5926, loss: 2.5926, grad_norm: 2.4730 2021-07-09 18:05:17,683 - mmaction - INFO - Epoch [108][860/1879] lr: 6.274e-02, eta: 2 days, 23:39:05, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6844, loss_cls: 2.4799, loss: 2.4799, grad_norm: 2.4386 2021-07-09 18:05:35,107 - mmaction - INFO - Epoch [108][880/1879] lr: 6.274e-02, eta: 2 days, 23:38:45, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6555, loss_cls: 2.6547, loss: 2.6547, grad_norm: 2.4564 2021-07-09 18:05:52,584 - mmaction - INFO - Epoch [108][900/1879] lr: 6.274e-02, eta: 2 days, 23:38:26, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6641, loss_cls: 2.5826, loss: 2.5826, grad_norm: 2.4196 2021-07-09 18:06:10,095 - mmaction - INFO - Epoch [108][920/1879] lr: 6.274e-02, eta: 2 days, 23:38:06, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6687, loss_cls: 2.5971, loss: 2.5971, grad_norm: 2.4729 2021-07-09 18:06:27,702 - mmaction - INFO - Epoch [108][940/1879] lr: 6.274e-02, eta: 2 days, 23:37:46, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6613, loss_cls: 2.5743, loss: 2.5743, grad_norm: 2.4837 2021-07-09 18:06:45,033 - mmaction - INFO - Epoch [108][960/1879] lr: 6.274e-02, eta: 2 days, 23:37:26, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6801, loss_cls: 2.4951, loss: 2.4951, grad_norm: 2.4738 2021-07-09 18:07:02,566 - mmaction - INFO - Epoch [108][980/1879] lr: 6.274e-02, eta: 2 days, 23:37:06, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6629, loss_cls: 2.6007, loss: 2.6007, grad_norm: 2.4800 2021-07-09 18:07:20,000 - mmaction - INFO - Epoch [108][1000/1879] lr: 6.274e-02, eta: 2 days, 23:36:46, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6793, loss_cls: 2.5910, loss: 2.5910, grad_norm: 2.4865 2021-07-09 18:07:37,648 - mmaction - INFO - Epoch [108][1020/1879] lr: 6.274e-02, eta: 2 days, 23:36:27, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6691, loss_cls: 2.5784, loss: 2.5784, grad_norm: 2.4671 2021-07-09 18:07:55,162 - mmaction - INFO - Epoch [108][1040/1879] lr: 6.274e-02, eta: 2 days, 23:36:07, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6645, loss_cls: 2.5605, loss: 2.5605, grad_norm: 2.4587 2021-07-09 18:08:12,561 - mmaction - INFO - Epoch [108][1060/1879] lr: 6.274e-02, eta: 2 days, 23:35:47, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6711, loss_cls: 2.5664, loss: 2.5664, grad_norm: 2.4750 2021-07-09 18:08:30,040 - mmaction - INFO - Epoch [108][1080/1879] lr: 6.274e-02, eta: 2 days, 23:35:27, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6828, loss_cls: 2.5185, loss: 2.5185, grad_norm: 2.4777 2021-07-09 18:08:47,621 - mmaction - INFO - Epoch [108][1100/1879] lr: 6.274e-02, eta: 2 days, 23:35:07, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6625, loss_cls: 2.5819, loss: 2.5819, grad_norm: 2.5103 2021-07-09 18:09:05,033 - mmaction - INFO - Epoch [108][1120/1879] lr: 6.274e-02, eta: 2 days, 23:34:47, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6836, loss_cls: 2.5163, loss: 2.5163, grad_norm: 2.3891 2021-07-09 18:09:22,405 - mmaction - INFO - Epoch [108][1140/1879] lr: 6.274e-02, eta: 2 days, 23:34:27, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6703, loss_cls: 2.5634, loss: 2.5634, grad_norm: 2.4817 2021-07-09 18:09:39,955 - mmaction - INFO - Epoch [108][1160/1879] lr: 6.274e-02, eta: 2 days, 23:34:07, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6949, loss_cls: 2.4570, loss: 2.4570, grad_norm: 2.4314 2021-07-09 18:09:57,436 - mmaction - INFO - Epoch [108][1180/1879] lr: 6.274e-02, eta: 2 days, 23:33:48, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6770, loss_cls: 2.5363, loss: 2.5363, grad_norm: 2.4948 2021-07-09 18:10:14,947 - mmaction - INFO - Epoch [108][1200/1879] lr: 6.274e-02, eta: 2 days, 23:33:28, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6707, loss_cls: 2.5820, loss: 2.5820, grad_norm: 2.5155 2021-07-09 18:10:32,452 - mmaction - INFO - Epoch [108][1220/1879] lr: 6.274e-02, eta: 2 days, 23:33:08, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6562, loss_cls: 2.6352, loss: 2.6352, grad_norm: 2.4899 2021-07-09 18:10:49,983 - mmaction - INFO - Epoch [108][1240/1879] lr: 6.274e-02, eta: 2 days, 23:32:48, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6758, loss_cls: 2.5469, loss: 2.5469, grad_norm: 2.4722 2021-07-09 18:11:07,530 - mmaction - INFO - Epoch [108][1260/1879] lr: 6.274e-02, eta: 2 days, 23:32:28, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6973, loss_cls: 2.4728, loss: 2.4728, grad_norm: 2.4989 2021-07-09 18:11:25,116 - mmaction - INFO - Epoch [108][1280/1879] lr: 6.274e-02, eta: 2 days, 23:32:09, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6766, loss_cls: 2.5413, loss: 2.5413, grad_norm: 2.4469 2021-07-09 18:11:42,570 - mmaction - INFO - Epoch [108][1300/1879] lr: 6.274e-02, eta: 2 days, 23:31:49, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6555, loss_cls: 2.6000, loss: 2.6000, grad_norm: 2.4180 2021-07-09 18:12:00,047 - mmaction - INFO - Epoch [108][1320/1879] lr: 6.274e-02, eta: 2 days, 23:31:29, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6918, loss_cls: 2.4639, loss: 2.4639, grad_norm: 2.4311 2021-07-09 18:12:17,643 - mmaction - INFO - Epoch [108][1340/1879] lr: 6.274e-02, eta: 2 days, 23:31:09, time: 0.882, data_time: 0.006, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6773, loss_cls: 2.5859, loss: 2.5859, grad_norm: 2.4825 2021-07-09 18:12:35,100 - mmaction - INFO - Epoch [108][1360/1879] lr: 6.274e-02, eta: 2 days, 23:30:49, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6883, loss_cls: 2.4986, loss: 2.4986, grad_norm: 2.4719 2021-07-09 18:12:52,659 - mmaction - INFO - Epoch [108][1380/1879] lr: 6.274e-02, eta: 2 days, 23:30:30, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6715, loss_cls: 2.5421, loss: 2.5421, grad_norm: 2.4711 2021-07-09 18:13:10,220 - mmaction - INFO - Epoch [108][1400/1879] lr: 6.274e-02, eta: 2 days, 23:30:10, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6684, loss_cls: 2.6112, loss: 2.6112, grad_norm: 2.4828 2021-07-09 18:13:27,691 - mmaction - INFO - Epoch [108][1420/1879] lr: 6.274e-02, eta: 2 days, 23:29:50, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6559, loss_cls: 2.6162, loss: 2.6162, grad_norm: 2.4632 2021-07-09 18:13:45,180 - mmaction - INFO - Epoch [108][1440/1879] lr: 6.274e-02, eta: 2 days, 23:29:30, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6543, loss_cls: 2.6349, loss: 2.6349, grad_norm: 2.5356 2021-07-09 18:14:02,742 - mmaction - INFO - Epoch [108][1460/1879] lr: 6.274e-02, eta: 2 days, 23:29:10, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6633, loss_cls: 2.5913, loss: 2.5913, grad_norm: 2.4395 2021-07-09 18:14:20,238 - mmaction - INFO - Epoch [108][1480/1879] lr: 6.274e-02, eta: 2 days, 23:28:51, time: 0.873, data_time: 0.008, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6758, loss_cls: 2.5450, loss: 2.5450, grad_norm: 2.4450 2021-07-09 18:14:37,672 - mmaction - INFO - Epoch [108][1500/1879] lr: 6.274e-02, eta: 2 days, 23:28:31, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6824, loss_cls: 2.5267, loss: 2.5267, grad_norm: 2.4664 2021-07-09 18:14:55,123 - mmaction - INFO - Epoch [108][1520/1879] lr: 6.274e-02, eta: 2 days, 23:28:11, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6816, loss_cls: 2.5607, loss: 2.5607, grad_norm: 2.4741 2021-07-09 18:15:12,622 - mmaction - INFO - Epoch [108][1540/1879] lr: 6.274e-02, eta: 2 days, 23:27:51, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6785, loss_cls: 2.5584, loss: 2.5584, grad_norm: 2.4818 2021-07-09 18:15:30,186 - mmaction - INFO - Epoch [108][1560/1879] lr: 6.274e-02, eta: 2 days, 23:27:31, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6719, loss_cls: 2.5699, loss: 2.5699, grad_norm: 2.4677 2021-07-09 18:15:47,662 - mmaction - INFO - Epoch [108][1580/1879] lr: 6.274e-02, eta: 2 days, 23:27:11, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6617, loss_cls: 2.6632, loss: 2.6632, grad_norm: 2.5228 2021-07-09 18:16:05,176 - mmaction - INFO - Epoch [108][1600/1879] lr: 6.274e-02, eta: 2 days, 23:26:51, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6570, loss_cls: 2.6062, loss: 2.6062, grad_norm: 2.4778 2021-07-09 18:16:22,695 - mmaction - INFO - Epoch [108][1620/1879] lr: 6.274e-02, eta: 2 days, 23:26:32, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6844, loss_cls: 2.5185, loss: 2.5185, grad_norm: 2.5121 2021-07-09 18:16:40,174 - mmaction - INFO - Epoch [108][1640/1879] lr: 6.274e-02, eta: 2 days, 23:26:12, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6789, loss_cls: 2.5661, loss: 2.5661, grad_norm: 2.4358 2021-07-09 18:16:57,629 - mmaction - INFO - Epoch [108][1660/1879] lr: 6.274e-02, eta: 2 days, 23:25:52, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6668, loss_cls: 2.5790, loss: 2.5790, grad_norm: 2.4660 2021-07-09 18:17:15,039 - mmaction - INFO - Epoch [108][1680/1879] lr: 6.274e-02, eta: 2 days, 23:25:32, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6691, loss_cls: 2.6041, loss: 2.6041, grad_norm: 2.4111 2021-07-09 18:17:32,422 - mmaction - INFO - Epoch [108][1700/1879] lr: 6.274e-02, eta: 2 days, 23:25:12, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6730, loss_cls: 2.5336, loss: 2.5336, grad_norm: 2.4984 2021-07-09 18:17:49,942 - mmaction - INFO - Epoch [108][1720/1879] lr: 6.274e-02, eta: 2 days, 23:24:52, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6695, loss_cls: 2.5686, loss: 2.5686, grad_norm: 2.4411 2021-07-09 18:18:07,285 - mmaction - INFO - Epoch [108][1740/1879] lr: 6.274e-02, eta: 2 days, 23:24:32, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6906, loss_cls: 2.4740, loss: 2.4740, grad_norm: 2.5055 2021-07-09 18:18:24,632 - mmaction - INFO - Epoch [108][1760/1879] lr: 6.274e-02, eta: 2 days, 23:24:12, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6703, loss_cls: 2.5858, loss: 2.5858, grad_norm: 2.4923 2021-07-09 18:18:42,160 - mmaction - INFO - Epoch [108][1780/1879] lr: 6.274e-02, eta: 2 days, 23:23:52, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6687, loss_cls: 2.6027, loss: 2.6027, grad_norm: 2.5281 2021-07-09 18:18:59,763 - mmaction - INFO - Epoch [108][1800/1879] lr: 6.274e-02, eta: 2 days, 23:23:33, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6797, loss_cls: 2.5395, loss: 2.5395, grad_norm: 2.4962 2021-07-09 18:19:17,235 - mmaction - INFO - Epoch [108][1820/1879] lr: 6.274e-02, eta: 2 days, 23:23:13, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4047, top5_acc: 0.6602, loss_cls: 2.6620, loss: 2.6620, grad_norm: 2.5054 2021-07-09 18:19:34,597 - mmaction - INFO - Epoch [108][1840/1879] lr: 6.274e-02, eta: 2 days, 23:22:53, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6582, loss_cls: 2.6229, loss: 2.6229, grad_norm: 2.4056 2021-07-09 18:19:51,981 - mmaction - INFO - Epoch [108][1860/1879] lr: 6.274e-02, eta: 2 days, 23:22:33, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6660, loss_cls: 2.6276, loss: 2.6276, grad_norm: 2.4970 2021-07-09 18:20:24,013 - mmaction - INFO - Saving checkpoint at 108 epochs 2021-07-09 18:22:47,829 - mmaction - INFO - Epoch [109][20/1879] lr: 6.215e-02, eta: 2 days, 23:24:22, time: 7.107, data_time: 6.148, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6828, loss_cls: 2.4759, loss: 2.4759, grad_norm: 2.4536 2021-07-09 18:23:05,337 - mmaction - INFO - Epoch [109][40/1879] lr: 6.215e-02, eta: 2 days, 23:24:02, time: 0.876, data_time: 0.014, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6797, loss_cls: 2.5303, loss: 2.5303, grad_norm: 2.4843 2021-07-09 18:23:22,504 - mmaction - INFO - Epoch [109][60/1879] lr: 6.215e-02, eta: 2 days, 23:23:42, time: 0.859, data_time: 0.003, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6973, loss_cls: 2.4933, loss: 2.4933, grad_norm: 2.4170 2021-07-09 18:23:39,753 - mmaction - INFO - Epoch [109][80/1879] lr: 6.215e-02, eta: 2 days, 23:23:22, time: 0.862, data_time: 0.006, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6828, loss_cls: 2.5046, loss: 2.5046, grad_norm: 2.4838 2021-07-09 18:23:57,268 - mmaction - INFO - Epoch [109][100/1879] lr: 6.215e-02, eta: 2 days, 23:23:02, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6879, loss_cls: 2.4912, loss: 2.4912, grad_norm: 2.4648 2021-07-09 18:24:14,665 - mmaction - INFO - Epoch [109][120/1879] lr: 6.215e-02, eta: 2 days, 23:22:42, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6813, loss_cls: 2.4907, loss: 2.4907, grad_norm: 2.4851 2021-07-09 18:24:32,050 - mmaction - INFO - Epoch [109][140/1879] lr: 6.215e-02, eta: 2 days, 23:22:22, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6785, loss_cls: 2.5699, loss: 2.5699, grad_norm: 2.5164 2021-07-09 18:24:49,574 - mmaction - INFO - Epoch [109][160/1879] lr: 6.215e-02, eta: 2 days, 23:22:02, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6742, loss_cls: 2.5297, loss: 2.5297, grad_norm: 2.4287 2021-07-09 18:25:06,986 - mmaction - INFO - Epoch [109][180/1879] lr: 6.215e-02, eta: 2 days, 23:21:42, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6742, loss_cls: 2.5903, loss: 2.5903, grad_norm: 2.5264 2021-07-09 18:25:24,432 - mmaction - INFO - Epoch [109][200/1879] lr: 6.215e-02, eta: 2 days, 23:21:22, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6687, loss_cls: 2.5583, loss: 2.5583, grad_norm: 2.4692 2021-07-09 18:25:41,874 - mmaction - INFO - Epoch [109][220/1879] lr: 6.215e-02, eta: 2 days, 23:21:03, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6762, loss_cls: 2.5337, loss: 2.5337, grad_norm: 2.5032 2021-07-09 18:25:59,341 - mmaction - INFO - Epoch [109][240/1879] lr: 6.215e-02, eta: 2 days, 23:20:43, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6746, loss_cls: 2.5428, loss: 2.5428, grad_norm: 2.4720 2021-07-09 18:26:16,766 - mmaction - INFO - Epoch [109][260/1879] lr: 6.215e-02, eta: 2 days, 23:20:23, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6613, loss_cls: 2.5531, loss: 2.5531, grad_norm: 2.5389 2021-07-09 18:26:34,116 - mmaction - INFO - Epoch [109][280/1879] lr: 6.215e-02, eta: 2 days, 23:20:03, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6887, loss_cls: 2.5343, loss: 2.5343, grad_norm: 2.5239 2021-07-09 18:26:51,628 - mmaction - INFO - Epoch [109][300/1879] lr: 6.215e-02, eta: 2 days, 23:19:43, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6801, loss_cls: 2.4789, loss: 2.4789, grad_norm: 2.4187 2021-07-09 18:27:09,120 - mmaction - INFO - Epoch [109][320/1879] lr: 6.215e-02, eta: 2 days, 23:19:23, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6699, loss_cls: 2.5586, loss: 2.5586, grad_norm: 2.4702 2021-07-09 18:27:26,509 - mmaction - INFO - Epoch [109][340/1879] lr: 6.215e-02, eta: 2 days, 23:19:03, time: 0.873, data_time: 0.008, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6637, loss_cls: 2.6030, loss: 2.6030, grad_norm: 2.4469 2021-07-09 18:27:43,964 - mmaction - INFO - Epoch [109][360/1879] lr: 6.215e-02, eta: 2 days, 23:18:43, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6816, loss_cls: 2.5370, loss: 2.5370, grad_norm: 2.4320 2021-07-09 18:28:01,483 - mmaction - INFO - Epoch [109][380/1879] lr: 6.215e-02, eta: 2 days, 23:18:23, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6805, loss_cls: 2.5523, loss: 2.5523, grad_norm: 2.4611 2021-07-09 18:28:18,974 - mmaction - INFO - Epoch [109][400/1879] lr: 6.215e-02, eta: 2 days, 23:18:03, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6715, loss_cls: 2.5482, loss: 2.5482, grad_norm: 2.5287 2021-07-09 18:28:36,504 - mmaction - INFO - Epoch [109][420/1879] lr: 6.215e-02, eta: 2 days, 23:17:44, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6668, loss_cls: 2.5800, loss: 2.5800, grad_norm: 2.5197 2021-07-09 18:28:53,921 - mmaction - INFO - Epoch [109][440/1879] lr: 6.215e-02, eta: 2 days, 23:17:24, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6828, loss_cls: 2.5151, loss: 2.5151, grad_norm: 2.4223 2021-07-09 18:29:11,346 - mmaction - INFO - Epoch [109][460/1879] lr: 6.215e-02, eta: 2 days, 23:17:04, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6742, loss_cls: 2.5435, loss: 2.5435, grad_norm: 2.4971 2021-07-09 18:29:28,850 - mmaction - INFO - Epoch [109][480/1879] lr: 6.215e-02, eta: 2 days, 23:16:44, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6895, loss_cls: 2.4578, loss: 2.4578, grad_norm: 2.4439 2021-07-09 18:29:46,325 - mmaction - INFO - Epoch [109][500/1879] lr: 6.215e-02, eta: 2 days, 23:16:24, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6578, loss_cls: 2.6297, loss: 2.6297, grad_norm: 2.5334 2021-07-09 18:30:03,771 - mmaction - INFO - Epoch [109][520/1879] lr: 6.215e-02, eta: 2 days, 23:16:04, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6672, loss_cls: 2.5786, loss: 2.5786, grad_norm: 2.4792 2021-07-09 18:30:21,229 - mmaction - INFO - Epoch [109][540/1879] lr: 6.215e-02, eta: 2 days, 23:15:44, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6820, loss_cls: 2.5149, loss: 2.5149, grad_norm: 2.4382 2021-07-09 18:30:38,743 - mmaction - INFO - Epoch [109][560/1879] lr: 6.215e-02, eta: 2 days, 23:15:24, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6816, loss_cls: 2.5318, loss: 2.5318, grad_norm: 2.4757 2021-07-09 18:30:56,219 - mmaction - INFO - Epoch [109][580/1879] lr: 6.215e-02, eta: 2 days, 23:15:05, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6617, loss_cls: 2.5736, loss: 2.5736, grad_norm: 2.5020 2021-07-09 18:31:13,868 - mmaction - INFO - Epoch [109][600/1879] lr: 6.215e-02, eta: 2 days, 23:14:45, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6613, loss_cls: 2.5927, loss: 2.5927, grad_norm: 2.5090 2021-07-09 18:31:31,280 - mmaction - INFO - Epoch [109][620/1879] lr: 6.215e-02, eta: 2 days, 23:14:25, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6922, loss_cls: 2.4697, loss: 2.4697, grad_norm: 2.4720 2021-07-09 18:31:48,784 - mmaction - INFO - Epoch [109][640/1879] lr: 6.215e-02, eta: 2 days, 23:14:05, time: 0.873, data_time: 0.000, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6801, loss_cls: 2.5005, loss: 2.5005, grad_norm: 2.5028 2021-07-09 18:32:06,212 - mmaction - INFO - Epoch [109][660/1879] lr: 6.215e-02, eta: 2 days, 23:13:45, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6824, loss_cls: 2.5061, loss: 2.5061, grad_norm: 2.4630 2021-07-09 18:32:23,767 - mmaction - INFO - Epoch [109][680/1879] lr: 6.215e-02, eta: 2 days, 23:13:25, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6746, loss_cls: 2.5691, loss: 2.5691, grad_norm: 2.5228 2021-07-09 18:32:41,277 - mmaction - INFO - Epoch [109][700/1879] lr: 6.215e-02, eta: 2 days, 23:13:06, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6773, loss_cls: 2.5162, loss: 2.5162, grad_norm: 2.4603 2021-07-09 18:32:58,802 - mmaction - INFO - Epoch [109][720/1879] lr: 6.215e-02, eta: 2 days, 23:12:46, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6832, loss_cls: 2.4963, loss: 2.4963, grad_norm: 2.4359 2021-07-09 18:33:16,296 - mmaction - INFO - Epoch [109][740/1879] lr: 6.215e-02, eta: 2 days, 23:12:26, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6824, loss_cls: 2.5380, loss: 2.5380, grad_norm: 2.4922 2021-07-09 18:33:33,890 - mmaction - INFO - Epoch [109][760/1879] lr: 6.215e-02, eta: 2 days, 23:12:06, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6684, loss_cls: 2.5902, loss: 2.5902, grad_norm: 2.4550 2021-07-09 18:33:51,449 - mmaction - INFO - Epoch [109][780/1879] lr: 6.215e-02, eta: 2 days, 23:11:47, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6801, loss_cls: 2.5234, loss: 2.5234, grad_norm: 2.5248 2021-07-09 18:34:08,961 - mmaction - INFO - Epoch [109][800/1879] lr: 6.215e-02, eta: 2 days, 23:11:27, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6594, loss_cls: 2.6083, loss: 2.6083, grad_norm: 2.4928 2021-07-09 18:34:26,502 - mmaction - INFO - Epoch [109][820/1879] lr: 6.215e-02, eta: 2 days, 23:11:07, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6852, loss_cls: 2.5131, loss: 2.5131, grad_norm: 2.4399 2021-07-09 18:34:44,070 - mmaction - INFO - Epoch [109][840/1879] lr: 6.215e-02, eta: 2 days, 23:10:47, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6586, loss_cls: 2.6001, loss: 2.6001, grad_norm: 2.5068 2021-07-09 18:35:01,501 - mmaction - INFO - Epoch [109][860/1879] lr: 6.215e-02, eta: 2 days, 23:10:27, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6648, loss_cls: 2.5652, loss: 2.5652, grad_norm: 2.4726 2021-07-09 18:35:18,948 - mmaction - INFO - Epoch [109][880/1879] lr: 6.215e-02, eta: 2 days, 23:10:07, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6793, loss_cls: 2.5534, loss: 2.5534, grad_norm: 2.4386 2021-07-09 18:35:36,424 - mmaction - INFO - Epoch [109][900/1879] lr: 6.215e-02, eta: 2 days, 23:09:48, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6840, loss_cls: 2.5293, loss: 2.5293, grad_norm: 2.5150 2021-07-09 18:35:53,941 - mmaction - INFO - Epoch [109][920/1879] lr: 6.215e-02, eta: 2 days, 23:09:28, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6723, loss_cls: 2.5888, loss: 2.5888, grad_norm: 2.5335 2021-07-09 18:36:11,430 - mmaction - INFO - Epoch [109][940/1879] lr: 6.215e-02, eta: 2 days, 23:09:08, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6559, loss_cls: 2.6104, loss: 2.6104, grad_norm: 2.4991 2021-07-09 18:36:28,915 - mmaction - INFO - Epoch [109][960/1879] lr: 6.215e-02, eta: 2 days, 23:08:48, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6906, loss_cls: 2.4923, loss: 2.4923, grad_norm: 2.4527 2021-07-09 18:36:46,366 - mmaction - INFO - Epoch [109][980/1879] lr: 6.215e-02, eta: 2 days, 23:08:28, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6578, loss_cls: 2.6081, loss: 2.6081, grad_norm: 2.5363 2021-07-09 18:37:03,874 - mmaction - INFO - Epoch [109][1000/1879] lr: 6.215e-02, eta: 2 days, 23:08:08, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6754, loss_cls: 2.5995, loss: 2.5995, grad_norm: 2.5298 2021-07-09 18:37:21,292 - mmaction - INFO - Epoch [109][1020/1879] lr: 6.215e-02, eta: 2 days, 23:07:49, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6746, loss_cls: 2.5983, loss: 2.5983, grad_norm: 2.4940 2021-07-09 18:37:38,705 - mmaction - INFO - Epoch [109][1040/1879] lr: 6.215e-02, eta: 2 days, 23:07:29, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6566, loss_cls: 2.6062, loss: 2.6062, grad_norm: 2.5000 2021-07-09 18:37:56,115 - mmaction - INFO - Epoch [109][1060/1879] lr: 6.215e-02, eta: 2 days, 23:07:09, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6664, loss_cls: 2.5658, loss: 2.5658, grad_norm: 2.5059 2021-07-09 18:38:13,545 - mmaction - INFO - Epoch [109][1080/1879] lr: 6.215e-02, eta: 2 days, 23:06:49, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6691, loss_cls: 2.5737, loss: 2.5737, grad_norm: 2.5433 2021-07-09 18:38:31,063 - mmaction - INFO - Epoch [109][1100/1879] lr: 6.215e-02, eta: 2 days, 23:06:29, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6621, loss_cls: 2.5813, loss: 2.5813, grad_norm: 2.4628 2021-07-09 18:38:48,563 - mmaction - INFO - Epoch [109][1120/1879] lr: 6.215e-02, eta: 2 days, 23:06:09, time: 0.877, data_time: 0.007, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6738, loss_cls: 2.5543, loss: 2.5543, grad_norm: 2.4676 2021-07-09 18:39:05,958 - mmaction - INFO - Epoch [109][1140/1879] lr: 6.215e-02, eta: 2 days, 23:05:49, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6672, loss_cls: 2.6371, loss: 2.6371, grad_norm: 2.5144 2021-07-09 18:39:23,472 - mmaction - INFO - Epoch [109][1160/1879] lr: 6.215e-02, eta: 2 days, 23:05:29, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6813, loss_cls: 2.5106, loss: 2.5106, grad_norm: 2.4684 2021-07-09 18:39:40,816 - mmaction - INFO - Epoch [109][1180/1879] lr: 6.215e-02, eta: 2 days, 23:05:09, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6738, loss_cls: 2.5640, loss: 2.5640, grad_norm: 2.4818 2021-07-09 18:39:58,250 - mmaction - INFO - Epoch [109][1200/1879] lr: 6.215e-02, eta: 2 days, 23:04:49, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6637, loss_cls: 2.5948, loss: 2.5948, grad_norm: 2.4620 2021-07-09 18:40:15,762 - mmaction - INFO - Epoch [109][1220/1879] lr: 6.215e-02, eta: 2 days, 23:04:30, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6832, loss_cls: 2.5126, loss: 2.5126, grad_norm: 2.4183 2021-07-09 18:40:33,293 - mmaction - INFO - Epoch [109][1240/1879] lr: 6.215e-02, eta: 2 days, 23:04:10, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6750, loss_cls: 2.5669, loss: 2.5669, grad_norm: 2.4435 2021-07-09 18:40:50,728 - mmaction - INFO - Epoch [109][1260/1879] lr: 6.215e-02, eta: 2 days, 23:03:50, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6625, loss_cls: 2.6148, loss: 2.6148, grad_norm: 2.5026 2021-07-09 18:41:08,201 - mmaction - INFO - Epoch [109][1280/1879] lr: 6.215e-02, eta: 2 days, 23:03:30, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6645, loss_cls: 2.5915, loss: 2.5915, grad_norm: 2.4953 2021-07-09 18:41:25,627 - mmaction - INFO - Epoch [109][1300/1879] lr: 6.215e-02, eta: 2 days, 23:03:10, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6715, loss_cls: 2.5349, loss: 2.5349, grad_norm: 2.3926 2021-07-09 18:41:43,109 - mmaction - INFO - Epoch [109][1320/1879] lr: 6.215e-02, eta: 2 days, 23:02:50, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6707, loss_cls: 2.5428, loss: 2.5428, grad_norm: 2.4576 2021-07-09 18:42:00,598 - mmaction - INFO - Epoch [109][1340/1879] lr: 6.215e-02, eta: 2 days, 23:02:31, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6637, loss_cls: 2.6064, loss: 2.6064, grad_norm: 2.4774 2021-07-09 18:42:18,031 - mmaction - INFO - Epoch [109][1360/1879] lr: 6.215e-02, eta: 2 days, 23:02:11, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6715, loss_cls: 2.6081, loss: 2.6081, grad_norm: 2.4755 2021-07-09 18:42:35,577 - mmaction - INFO - Epoch [109][1380/1879] lr: 6.215e-02, eta: 2 days, 23:01:51, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6691, loss_cls: 2.6421, loss: 2.6421, grad_norm: 2.4893 2021-07-09 18:42:53,123 - mmaction - INFO - Epoch [109][1400/1879] lr: 6.215e-02, eta: 2 days, 23:01:31, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6566, loss_cls: 2.6427, loss: 2.6427, grad_norm: 2.4845 2021-07-09 18:43:10,521 - mmaction - INFO - Epoch [109][1420/1879] lr: 6.215e-02, eta: 2 days, 23:01:11, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6660, loss_cls: 2.5655, loss: 2.5655, grad_norm: 2.4658 2021-07-09 18:43:27,998 - mmaction - INFO - Epoch [109][1440/1879] lr: 6.215e-02, eta: 2 days, 23:00:51, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6781, loss_cls: 2.5498, loss: 2.5498, grad_norm: 2.4187 2021-07-09 18:43:45,376 - mmaction - INFO - Epoch [109][1460/1879] lr: 6.215e-02, eta: 2 days, 23:00:31, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6648, loss_cls: 2.5653, loss: 2.5653, grad_norm: 2.4008 2021-07-09 18:44:02,844 - mmaction - INFO - Epoch [109][1480/1879] lr: 6.215e-02, eta: 2 days, 23:00:11, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6562, loss_cls: 2.6081, loss: 2.6081, grad_norm: 2.4407 2021-07-09 18:44:20,231 - mmaction - INFO - Epoch [109][1500/1879] lr: 6.215e-02, eta: 2 days, 22:59:52, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6773, loss_cls: 2.5506, loss: 2.5506, grad_norm: 2.4780 2021-07-09 18:44:37,772 - mmaction - INFO - Epoch [109][1520/1879] lr: 6.215e-02, eta: 2 days, 22:59:32, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6699, loss_cls: 2.5470, loss: 2.5470, grad_norm: 2.4601 2021-07-09 18:44:55,211 - mmaction - INFO - Epoch [109][1540/1879] lr: 6.215e-02, eta: 2 days, 22:59:12, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6699, loss_cls: 2.5334, loss: 2.5334, grad_norm: 2.4950 2021-07-09 18:45:12,925 - mmaction - INFO - Epoch [109][1560/1879] lr: 6.215e-02, eta: 2 days, 22:58:52, time: 0.884, data_time: 0.005, memory: 6462, top1_acc: 0.4141, top5_acc: 0.6687, loss_cls: 2.6063, loss: 2.6063, grad_norm: 2.5122 2021-07-09 18:45:30,456 - mmaction - INFO - Epoch [109][1580/1879] lr: 6.215e-02, eta: 2 days, 22:58:33, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6719, loss_cls: 2.5732, loss: 2.5732, grad_norm: 2.4964 2021-07-09 18:45:47,989 - mmaction - INFO - Epoch [109][1600/1879] lr: 6.215e-02, eta: 2 days, 22:58:13, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6910, loss_cls: 2.4715, loss: 2.4715, grad_norm: 2.4238 2021-07-09 18:46:05,417 - mmaction - INFO - Epoch [109][1620/1879] lr: 6.215e-02, eta: 2 days, 22:57:53, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6840, loss_cls: 2.4983, loss: 2.4983, grad_norm: 2.4725 2021-07-09 18:46:22,919 - mmaction - INFO - Epoch [109][1640/1879] lr: 6.215e-02, eta: 2 days, 22:57:33, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6836, loss_cls: 2.5064, loss: 2.5064, grad_norm: 2.4827 2021-07-09 18:46:40,264 - mmaction - INFO - Epoch [109][1660/1879] lr: 6.215e-02, eta: 2 days, 22:57:13, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6707, loss_cls: 2.5693, loss: 2.5693, grad_norm: 2.5545 2021-07-09 18:46:57,745 - mmaction - INFO - Epoch [109][1680/1879] lr: 6.215e-02, eta: 2 days, 22:56:53, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6844, loss_cls: 2.5370, loss: 2.5370, grad_norm: 2.5142 2021-07-09 18:47:15,270 - mmaction - INFO - Epoch [109][1700/1879] lr: 6.215e-02, eta: 2 days, 22:56:33, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6699, loss_cls: 2.5941, loss: 2.5941, grad_norm: 2.5044 2021-07-09 18:47:32,781 - mmaction - INFO - Epoch [109][1720/1879] lr: 6.215e-02, eta: 2 days, 22:56:14, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6715, loss_cls: 2.5408, loss: 2.5408, grad_norm: 2.5117 2021-07-09 18:47:50,335 - mmaction - INFO - Epoch [109][1740/1879] lr: 6.215e-02, eta: 2 days, 22:55:54, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6816, loss_cls: 2.4884, loss: 2.4884, grad_norm: 2.4527 2021-07-09 18:48:07,788 - mmaction - INFO - Epoch [109][1760/1879] lr: 6.215e-02, eta: 2 days, 22:55:34, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6813, loss_cls: 2.5262, loss: 2.5262, grad_norm: 2.4802 2021-07-09 18:48:25,163 - mmaction - INFO - Epoch [109][1780/1879] lr: 6.215e-02, eta: 2 days, 22:55:14, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6730, loss_cls: 2.5893, loss: 2.5893, grad_norm: 2.4944 2021-07-09 18:48:42,618 - mmaction - INFO - Epoch [109][1800/1879] lr: 6.215e-02, eta: 2 days, 22:54:54, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6766, loss_cls: 2.4977, loss: 2.4977, grad_norm: 2.5015 2021-07-09 18:48:59,972 - mmaction - INFO - Epoch [109][1820/1879] lr: 6.215e-02, eta: 2 days, 22:54:34, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6742, loss_cls: 2.5521, loss: 2.5521, grad_norm: 2.5959 2021-07-09 18:49:17,384 - mmaction - INFO - Epoch [109][1840/1879] lr: 6.215e-02, eta: 2 days, 22:54:14, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6652, loss_cls: 2.5664, loss: 2.5664, grad_norm: 2.4862 2021-07-09 18:49:34,819 - mmaction - INFO - Epoch [109][1860/1879] lr: 6.215e-02, eta: 2 days, 22:53:54, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6559, loss_cls: 2.6417, loss: 2.6417, grad_norm: 2.4985 2021-07-09 18:52:26,328 - mmaction - INFO - Epoch [110][20/1879] lr: 6.155e-02, eta: 2 days, 22:55:44, time: 7.190, data_time: 6.299, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6680, loss_cls: 2.5927, loss: 2.5927, grad_norm: 2.5567 2021-07-09 18:52:43,292 - mmaction - INFO - Epoch [110][40/1879] lr: 6.155e-02, eta: 2 days, 22:55:23, time: 0.849, data_time: 0.005, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6824, loss_cls: 2.5502, loss: 2.5502, grad_norm: 2.5092 2021-07-09 18:53:00,455 - mmaction - INFO - Epoch [110][60/1879] lr: 6.155e-02, eta: 2 days, 22:55:03, time: 0.857, data_time: 0.005, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6715, loss_cls: 2.5795, loss: 2.5795, grad_norm: 2.4902 2021-07-09 18:53:17,708 - mmaction - INFO - Epoch [110][80/1879] lr: 6.155e-02, eta: 2 days, 22:54:43, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6707, loss_cls: 2.5930, loss: 2.5930, grad_norm: 2.4430 2021-07-09 18:53:35,015 - mmaction - INFO - Epoch [110][100/1879] lr: 6.155e-02, eta: 2 days, 22:54:23, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6937, loss_cls: 2.4688, loss: 2.4688, grad_norm: 2.4583 2021-07-09 18:53:52,384 - mmaction - INFO - Epoch [110][120/1879] lr: 6.155e-02, eta: 2 days, 22:54:03, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6738, loss_cls: 2.5368, loss: 2.5368, grad_norm: 2.4920 2021-07-09 18:54:09,857 - mmaction - INFO - Epoch [110][140/1879] lr: 6.155e-02, eta: 2 days, 22:53:43, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6820, loss_cls: 2.4964, loss: 2.4964, grad_norm: 2.4804 2021-07-09 18:54:27,233 - mmaction - INFO - Epoch [110][160/1879] lr: 6.155e-02, eta: 2 days, 22:53:23, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6855, loss_cls: 2.5234, loss: 2.5234, grad_norm: 2.5103 2021-07-09 18:54:44,727 - mmaction - INFO - Epoch [110][180/1879] lr: 6.155e-02, eta: 2 days, 22:53:03, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6645, loss_cls: 2.5986, loss: 2.5986, grad_norm: 2.4911 2021-07-09 18:55:02,183 - mmaction - INFO - Epoch [110][200/1879] lr: 6.155e-02, eta: 2 days, 22:52:43, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6832, loss_cls: 2.4956, loss: 2.4956, grad_norm: 2.4911 2021-07-09 18:55:19,634 - mmaction - INFO - Epoch [110][220/1879] lr: 6.155e-02, eta: 2 days, 22:52:23, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6687, loss_cls: 2.5892, loss: 2.5892, grad_norm: 2.5597 2021-07-09 18:55:37,084 - mmaction - INFO - Epoch [110][240/1879] lr: 6.155e-02, eta: 2 days, 22:52:03, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6660, loss_cls: 2.5818, loss: 2.5818, grad_norm: 2.4956 2021-07-09 18:55:54,324 - mmaction - INFO - Epoch [110][260/1879] lr: 6.155e-02, eta: 2 days, 22:51:43, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6711, loss_cls: 2.5693, loss: 2.5693, grad_norm: 2.5264 2021-07-09 18:56:12,034 - mmaction - INFO - Epoch [110][280/1879] lr: 6.155e-02, eta: 2 days, 22:51:24, time: 0.885, data_time: 0.004, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6711, loss_cls: 2.6162, loss: 2.6162, grad_norm: 2.5618 2021-07-09 18:56:29,574 - mmaction - INFO - Epoch [110][300/1879] lr: 6.155e-02, eta: 2 days, 22:51:04, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6789, loss_cls: 2.5586, loss: 2.5586, grad_norm: 2.5104 2021-07-09 18:56:47,165 - mmaction - INFO - Epoch [110][320/1879] lr: 6.155e-02, eta: 2 days, 22:50:44, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6785, loss_cls: 2.5762, loss: 2.5762, grad_norm: 2.5262 2021-07-09 18:57:04,726 - mmaction - INFO - Epoch [110][340/1879] lr: 6.155e-02, eta: 2 days, 22:50:24, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6730, loss_cls: 2.5712, loss: 2.5712, grad_norm: 2.4645 2021-07-09 18:57:22,221 - mmaction - INFO - Epoch [110][360/1879] lr: 6.155e-02, eta: 2 days, 22:50:05, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6621, loss_cls: 2.6118, loss: 2.6118, grad_norm: 2.4793 2021-07-09 18:57:39,751 - mmaction - INFO - Epoch [110][380/1879] lr: 6.155e-02, eta: 2 days, 22:49:45, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6512, loss_cls: 2.6443, loss: 2.6443, grad_norm: 2.5131 2021-07-09 18:57:57,236 - mmaction - INFO - Epoch [110][400/1879] lr: 6.155e-02, eta: 2 days, 22:49:25, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6734, loss_cls: 2.5927, loss: 2.5927, grad_norm: 2.4836 2021-07-09 18:58:14,689 - mmaction - INFO - Epoch [110][420/1879] lr: 6.155e-02, eta: 2 days, 22:49:05, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6762, loss_cls: 2.5470, loss: 2.5470, grad_norm: 2.4816 2021-07-09 18:58:32,128 - mmaction - INFO - Epoch [110][440/1879] lr: 6.155e-02, eta: 2 days, 22:48:45, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6711, loss_cls: 2.5179, loss: 2.5179, grad_norm: 2.4392 2021-07-09 18:58:49,519 - mmaction - INFO - Epoch [110][460/1879] lr: 6.155e-02, eta: 2 days, 22:48:25, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6844, loss_cls: 2.5083, loss: 2.5083, grad_norm: 2.4840 2021-07-09 18:59:07,062 - mmaction - INFO - Epoch [110][480/1879] lr: 6.155e-02, eta: 2 days, 22:48:05, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6734, loss_cls: 2.5777, loss: 2.5777, grad_norm: 2.5098 2021-07-09 18:59:24,534 - mmaction - INFO - Epoch [110][500/1879] lr: 6.155e-02, eta: 2 days, 22:47:46, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6848, loss_cls: 2.4547, loss: 2.4547, grad_norm: 2.4910 2021-07-09 18:59:42,017 - mmaction - INFO - Epoch [110][520/1879] lr: 6.155e-02, eta: 2 days, 22:47:26, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6863, loss_cls: 2.5147, loss: 2.5147, grad_norm: 2.5326 2021-07-09 18:59:59,348 - mmaction - INFO - Epoch [110][540/1879] lr: 6.155e-02, eta: 2 days, 22:47:06, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6770, loss_cls: 2.5670, loss: 2.5670, grad_norm: 2.5361 2021-07-09 19:00:16,831 - mmaction - INFO - Epoch [110][560/1879] lr: 6.155e-02, eta: 2 days, 22:46:46, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6723, loss_cls: 2.5630, loss: 2.5630, grad_norm: 2.4850 2021-07-09 19:00:34,230 - mmaction - INFO - Epoch [110][580/1879] lr: 6.155e-02, eta: 2 days, 22:46:26, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6770, loss_cls: 2.5817, loss: 2.5817, grad_norm: 2.5699 2021-07-09 19:00:51,755 - mmaction - INFO - Epoch [110][600/1879] lr: 6.155e-02, eta: 2 days, 22:46:06, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6633, loss_cls: 2.5711, loss: 2.5711, grad_norm: 2.4528 2021-07-09 19:01:09,089 - mmaction - INFO - Epoch [110][620/1879] lr: 6.155e-02, eta: 2 days, 22:45:46, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6578, loss_cls: 2.5916, loss: 2.5916, grad_norm: 2.4685 2021-07-09 19:01:26,499 - mmaction - INFO - Epoch [110][640/1879] lr: 6.155e-02, eta: 2 days, 22:45:26, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6785, loss_cls: 2.5487, loss: 2.5487, grad_norm: 2.5212 2021-07-09 19:01:43,949 - mmaction - INFO - Epoch [110][660/1879] lr: 6.155e-02, eta: 2 days, 22:45:06, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6672, loss_cls: 2.5785, loss: 2.5785, grad_norm: 2.4807 2021-07-09 19:02:01,302 - mmaction - INFO - Epoch [110][680/1879] lr: 6.155e-02, eta: 2 days, 22:44:46, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6754, loss_cls: 2.5726, loss: 2.5726, grad_norm: 2.4570 2021-07-09 19:02:18,798 - mmaction - INFO - Epoch [110][700/1879] lr: 6.155e-02, eta: 2 days, 22:44:27, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6613, loss_cls: 2.5875, loss: 2.5875, grad_norm: 2.5126 2021-07-09 19:02:36,156 - mmaction - INFO - Epoch [110][720/1879] lr: 6.155e-02, eta: 2 days, 22:44:07, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6660, loss_cls: 2.5931, loss: 2.5931, grad_norm: 2.5098 2021-07-09 19:02:53,485 - mmaction - INFO - Epoch [110][740/1879] lr: 6.155e-02, eta: 2 days, 22:43:47, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6668, loss_cls: 2.5614, loss: 2.5614, grad_norm: 2.4885 2021-07-09 19:03:10,881 - mmaction - INFO - Epoch [110][760/1879] lr: 6.155e-02, eta: 2 days, 22:43:27, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6711, loss_cls: 2.5663, loss: 2.5663, grad_norm: 2.4773 2021-07-09 19:03:28,355 - mmaction - INFO - Epoch [110][780/1879] lr: 6.155e-02, eta: 2 days, 22:43:07, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6727, loss_cls: 2.5440, loss: 2.5440, grad_norm: 2.4516 2021-07-09 19:03:45,715 - mmaction - INFO - Epoch [110][800/1879] lr: 6.155e-02, eta: 2 days, 22:42:47, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6566, loss_cls: 2.6520, loss: 2.6520, grad_norm: 2.5634 2021-07-09 19:04:03,191 - mmaction - INFO - Epoch [110][820/1879] lr: 6.155e-02, eta: 2 days, 22:42:27, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6695, loss_cls: 2.5772, loss: 2.5772, grad_norm: 2.4806 2021-07-09 19:04:20,682 - mmaction - INFO - Epoch [110][840/1879] lr: 6.155e-02, eta: 2 days, 22:42:07, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6898, loss_cls: 2.4780, loss: 2.4780, grad_norm: 2.4682 2021-07-09 19:04:38,136 - mmaction - INFO - Epoch [110][860/1879] lr: 6.155e-02, eta: 2 days, 22:41:47, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6848, loss_cls: 2.5110, loss: 2.5110, grad_norm: 2.5171 2021-07-09 19:04:55,641 - mmaction - INFO - Epoch [110][880/1879] lr: 6.155e-02, eta: 2 days, 22:41:27, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6906, loss_cls: 2.5222, loss: 2.5222, grad_norm: 2.4947 2021-07-09 19:05:13,025 - mmaction - INFO - Epoch [110][900/1879] lr: 6.155e-02, eta: 2 days, 22:41:07, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6687, loss_cls: 2.5889, loss: 2.5889, grad_norm: 2.4650 2021-07-09 19:05:30,568 - mmaction - INFO - Epoch [110][920/1879] lr: 6.155e-02, eta: 2 days, 22:40:48, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6691, loss_cls: 2.5690, loss: 2.5690, grad_norm: 2.4995 2021-07-09 19:05:47,959 - mmaction - INFO - Epoch [110][940/1879] lr: 6.155e-02, eta: 2 days, 22:40:28, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6883, loss_cls: 2.4976, loss: 2.4976, grad_norm: 2.4925 2021-07-09 19:06:05,566 - mmaction - INFO - Epoch [110][960/1879] lr: 6.155e-02, eta: 2 days, 22:40:08, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6836, loss_cls: 2.5319, loss: 2.5319, grad_norm: 2.5569 2021-07-09 19:06:22,958 - mmaction - INFO - Epoch [110][980/1879] lr: 6.155e-02, eta: 2 days, 22:39:48, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6723, loss_cls: 2.5226, loss: 2.5226, grad_norm: 2.5569 2021-07-09 19:06:40,355 - mmaction - INFO - Epoch [110][1000/1879] lr: 6.155e-02, eta: 2 days, 22:39:28, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6680, loss_cls: 2.5633, loss: 2.5633, grad_norm: 2.5081 2021-07-09 19:06:57,873 - mmaction - INFO - Epoch [110][1020/1879] lr: 6.155e-02, eta: 2 days, 22:39:08, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6719, loss_cls: 2.5886, loss: 2.5886, grad_norm: 2.5231 2021-07-09 19:07:15,392 - mmaction - INFO - Epoch [110][1040/1879] lr: 6.155e-02, eta: 2 days, 22:38:49, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6781, loss_cls: 2.5493, loss: 2.5493, grad_norm: 2.4795 2021-07-09 19:07:32,771 - mmaction - INFO - Epoch [110][1060/1879] lr: 6.155e-02, eta: 2 days, 22:38:29, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4137, top5_acc: 0.6648, loss_cls: 2.5849, loss: 2.5849, grad_norm: 2.4356 2021-07-09 19:07:50,329 - mmaction - INFO - Epoch [110][1080/1879] lr: 6.155e-02, eta: 2 days, 22:38:09, time: 0.878, data_time: 0.008, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6691, loss_cls: 2.6138, loss: 2.6138, grad_norm: 2.5154 2021-07-09 19:08:07,740 - mmaction - INFO - Epoch [110][1100/1879] lr: 6.155e-02, eta: 2 days, 22:37:49, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6605, loss_cls: 2.6231, loss: 2.6231, grad_norm: 2.5140 2021-07-09 19:08:25,253 - mmaction - INFO - Epoch [110][1120/1879] lr: 6.155e-02, eta: 2 days, 22:37:29, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6660, loss_cls: 2.6161, loss: 2.6161, grad_norm: 2.5104 2021-07-09 19:08:42,656 - mmaction - INFO - Epoch [110][1140/1879] lr: 6.155e-02, eta: 2 days, 22:37:09, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6777, loss_cls: 2.4829, loss: 2.4829, grad_norm: 2.4219 2021-07-09 19:08:59,986 - mmaction - INFO - Epoch [110][1160/1879] lr: 6.155e-02, eta: 2 days, 22:36:49, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6676, loss_cls: 2.5919, loss: 2.5919, grad_norm: 2.4675 2021-07-09 19:09:17,290 - mmaction - INFO - Epoch [110][1180/1879] lr: 6.155e-02, eta: 2 days, 22:36:29, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6969, loss_cls: 2.4643, loss: 2.4643, grad_norm: 2.4284 2021-07-09 19:09:34,787 - mmaction - INFO - Epoch [110][1200/1879] lr: 6.155e-02, eta: 2 days, 22:36:09, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6633, loss_cls: 2.5964, loss: 2.5964, grad_norm: 2.5492 2021-07-09 19:09:52,286 - mmaction - INFO - Epoch [110][1220/1879] lr: 6.155e-02, eta: 2 days, 22:35:50, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6848, loss_cls: 2.5123, loss: 2.5123, grad_norm: 2.4673 2021-07-09 19:10:09,860 - mmaction - INFO - Epoch [110][1240/1879] lr: 6.155e-02, eta: 2 days, 22:35:30, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6656, loss_cls: 2.5564, loss: 2.5564, grad_norm: 2.5113 2021-07-09 19:10:27,244 - mmaction - INFO - Epoch [110][1260/1879] lr: 6.155e-02, eta: 2 days, 22:35:10, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6668, loss_cls: 2.5493, loss: 2.5493, grad_norm: 2.5090 2021-07-09 19:10:44,789 - mmaction - INFO - Epoch [110][1280/1879] lr: 6.155e-02, eta: 2 days, 22:34:50, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6785, loss_cls: 2.5665, loss: 2.5665, grad_norm: 2.5025 2021-07-09 19:11:02,249 - mmaction - INFO - Epoch [110][1300/1879] lr: 6.155e-02, eta: 2 days, 22:34:30, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6586, loss_cls: 2.6085, loss: 2.6085, grad_norm: 2.4775 2021-07-09 19:11:19,780 - mmaction - INFO - Epoch [110][1320/1879] lr: 6.155e-02, eta: 2 days, 22:34:11, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6715, loss_cls: 2.5303, loss: 2.5303, grad_norm: 2.4875 2021-07-09 19:11:37,253 - mmaction - INFO - Epoch [110][1340/1879] lr: 6.155e-02, eta: 2 days, 22:33:51, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6594, loss_cls: 2.6441, loss: 2.6441, grad_norm: 2.5658 2021-07-09 19:11:54,781 - mmaction - INFO - Epoch [110][1360/1879] lr: 6.155e-02, eta: 2 days, 22:33:31, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6629, loss_cls: 2.5965, loss: 2.5965, grad_norm: 2.4950 2021-07-09 19:12:12,258 - mmaction - INFO - Epoch [110][1380/1879] lr: 6.155e-02, eta: 2 days, 22:33:11, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6680, loss_cls: 2.5618, loss: 2.5618, grad_norm: 2.4384 2021-07-09 19:12:29,770 - mmaction - INFO - Epoch [110][1400/1879] lr: 6.155e-02, eta: 2 days, 22:32:51, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6766, loss_cls: 2.5348, loss: 2.5348, grad_norm: 2.4157 2021-07-09 19:12:47,057 - mmaction - INFO - Epoch [110][1420/1879] lr: 6.155e-02, eta: 2 days, 22:32:31, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6652, loss_cls: 2.5849, loss: 2.5849, grad_norm: 2.5325 2021-07-09 19:13:04,621 - mmaction - INFO - Epoch [110][1440/1879] lr: 6.155e-02, eta: 2 days, 22:32:12, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6863, loss_cls: 2.4866, loss: 2.4866, grad_norm: 2.4048 2021-07-09 19:13:22,077 - mmaction - INFO - Epoch [110][1460/1879] lr: 6.155e-02, eta: 2 days, 22:31:52, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6762, loss_cls: 2.5109, loss: 2.5109, grad_norm: 2.4814 2021-07-09 19:13:39,498 - mmaction - INFO - Epoch [110][1480/1879] lr: 6.155e-02, eta: 2 days, 22:31:32, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6668, loss_cls: 2.5461, loss: 2.5461, grad_norm: 2.4982 2021-07-09 19:13:56,902 - mmaction - INFO - Epoch [110][1500/1879] lr: 6.155e-02, eta: 2 days, 22:31:12, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6707, loss_cls: 2.5772, loss: 2.5772, grad_norm: 2.5548 2021-07-09 19:14:14,346 - mmaction - INFO - Epoch [110][1520/1879] lr: 6.155e-02, eta: 2 days, 22:30:52, time: 0.872, data_time: 0.007, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6766, loss_cls: 2.5667, loss: 2.5667, grad_norm: 2.5225 2021-07-09 19:14:31,814 - mmaction - INFO - Epoch [110][1540/1879] lr: 6.155e-02, eta: 2 days, 22:30:32, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4055, top5_acc: 0.6668, loss_cls: 2.6030, loss: 2.6030, grad_norm: 2.5161 2021-07-09 19:14:49,245 - mmaction - INFO - Epoch [110][1560/1879] lr: 6.155e-02, eta: 2 days, 22:30:12, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6879, loss_cls: 2.5073, loss: 2.5073, grad_norm: 2.5252 2021-07-09 19:15:06,695 - mmaction - INFO - Epoch [110][1580/1879] lr: 6.155e-02, eta: 2 days, 22:29:53, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6836, loss_cls: 2.5044, loss: 2.5044, grad_norm: 2.5171 2021-07-09 19:15:24,086 - mmaction - INFO - Epoch [110][1600/1879] lr: 6.155e-02, eta: 2 days, 22:29:33, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6672, loss_cls: 2.5759, loss: 2.5759, grad_norm: 2.4675 2021-07-09 19:15:41,659 - mmaction - INFO - Epoch [110][1620/1879] lr: 6.155e-02, eta: 2 days, 22:29:13, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6672, loss_cls: 2.5511, loss: 2.5511, grad_norm: 2.4537 2021-07-09 19:15:59,103 - mmaction - INFO - Epoch [110][1640/1879] lr: 6.155e-02, eta: 2 days, 22:28:53, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6617, loss_cls: 2.5848, loss: 2.5848, grad_norm: 2.4607 2021-07-09 19:16:16,628 - mmaction - INFO - Epoch [110][1660/1879] lr: 6.155e-02, eta: 2 days, 22:28:33, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6820, loss_cls: 2.5273, loss: 2.5273, grad_norm: 2.4732 2021-07-09 19:16:34,076 - mmaction - INFO - Epoch [110][1680/1879] lr: 6.155e-02, eta: 2 days, 22:28:13, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6809, loss_cls: 2.4890, loss: 2.4890, grad_norm: 2.4702 2021-07-09 19:16:51,560 - mmaction - INFO - Epoch [110][1700/1879] lr: 6.155e-02, eta: 2 days, 22:27:54, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6805, loss_cls: 2.5507, loss: 2.5507, grad_norm: 2.4833 2021-07-09 19:17:09,041 - mmaction - INFO - Epoch [110][1720/1879] lr: 6.155e-02, eta: 2 days, 22:27:34, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6660, loss_cls: 2.6496, loss: 2.6496, grad_norm: 2.5027 2021-07-09 19:17:26,510 - mmaction - INFO - Epoch [110][1740/1879] lr: 6.155e-02, eta: 2 days, 22:27:14, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6738, loss_cls: 2.5960, loss: 2.5960, grad_norm: 2.4788 2021-07-09 19:17:43,866 - mmaction - INFO - Epoch [110][1760/1879] lr: 6.155e-02, eta: 2 days, 22:26:54, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6609, loss_cls: 2.5725, loss: 2.5725, grad_norm: 2.4303 2021-07-09 19:18:01,331 - mmaction - INFO - Epoch [110][1780/1879] lr: 6.155e-02, eta: 2 days, 22:26:34, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6867, loss_cls: 2.5332, loss: 2.5332, grad_norm: 2.4673 2021-07-09 19:18:18,729 - mmaction - INFO - Epoch [110][1800/1879] lr: 6.155e-02, eta: 2 days, 22:26:14, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6703, loss_cls: 2.6266, loss: 2.6266, grad_norm: 2.5043 2021-07-09 19:18:36,138 - mmaction - INFO - Epoch [110][1820/1879] lr: 6.155e-02, eta: 2 days, 22:25:54, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6621, loss_cls: 2.6390, loss: 2.6390, grad_norm: 2.4775 2021-07-09 19:18:53,449 - mmaction - INFO - Epoch [110][1840/1879] lr: 6.155e-02, eta: 2 days, 22:25:34, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6695, loss_cls: 2.5511, loss: 2.5511, grad_norm: 2.4688 2021-07-09 19:19:10,913 - mmaction - INFO - Epoch [110][1860/1879] lr: 6.155e-02, eta: 2 days, 22:25:15, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6715, loss_cls: 2.5933, loss: 2.5933, grad_norm: 2.4752 2021-07-09 19:23:13,374 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 19:23:14,258 - mmaction - INFO - top1_acc 0.4775 top5_acc 0.7412 2021-07-09 19:23:14,259 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 19:23:14,331 - mmaction - INFO - mean_acc 0.4774 2021-07-09 19:23:15,370 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_110.pth. 2021-07-09 19:23:15,370 - mmaction - INFO - Best top1_acc is 0.4775 at 110 epoch. 2021-07-09 19:23:15,390 - mmaction - INFO - Epoch(val) [110][155] top1_acc: 0.4775, top5_acc: 0.7412, mean_class_accuracy: 0.4774 2021-07-09 19:24:44,463 - mmaction - INFO - Epoch [111][20/1879] lr: 6.096e-02, eta: 2 days, 22:25:49, time: 4.452, data_time: 3.305, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6816, loss_cls: 2.5305, loss: 2.5305, grad_norm: 2.4869 2021-07-09 19:25:01,483 - mmaction - INFO - Epoch [111][40/1879] lr: 6.096e-02, eta: 2 days, 22:25:28, time: 0.848, data_time: 0.007, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6816, loss_cls: 2.4983, loss: 2.4983, grad_norm: 2.4468 2021-07-09 19:25:18,622 - mmaction - INFO - Epoch [111][60/1879] lr: 6.096e-02, eta: 2 days, 22:25:08, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6754, loss_cls: 2.5425, loss: 2.5425, grad_norm: 2.4448 2021-07-09 19:25:36,029 - mmaction - INFO - Epoch [111][80/1879] lr: 6.096e-02, eta: 2 days, 22:24:48, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6809, loss_cls: 2.4958, loss: 2.4958, grad_norm: 2.5077 2021-07-09 19:25:53,307 - mmaction - INFO - Epoch [111][100/1879] lr: 6.096e-02, eta: 2 days, 22:24:28, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6668, loss_cls: 2.5688, loss: 2.5688, grad_norm: 2.5052 2021-07-09 19:26:10,862 - mmaction - INFO - Epoch [111][120/1879] lr: 6.096e-02, eta: 2 days, 22:24:08, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6824, loss_cls: 2.5276, loss: 2.5276, grad_norm: 2.5121 2021-07-09 19:26:28,247 - mmaction - INFO - Epoch [111][140/1879] lr: 6.096e-02, eta: 2 days, 22:23:48, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6723, loss_cls: 2.5632, loss: 2.5632, grad_norm: 2.4608 2021-07-09 19:26:45,747 - mmaction - INFO - Epoch [111][160/1879] lr: 6.096e-02, eta: 2 days, 22:23:29, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6875, loss_cls: 2.4913, loss: 2.4913, grad_norm: 2.4818 2021-07-09 19:27:03,092 - mmaction - INFO - Epoch [111][180/1879] lr: 6.096e-02, eta: 2 days, 22:23:09, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6691, loss_cls: 2.5586, loss: 2.5586, grad_norm: 2.5231 2021-07-09 19:27:20,447 - mmaction - INFO - Epoch [111][200/1879] lr: 6.096e-02, eta: 2 days, 22:22:49, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6758, loss_cls: 2.5419, loss: 2.5419, grad_norm: 2.4898 2021-07-09 19:27:37,761 - mmaction - INFO - Epoch [111][220/1879] lr: 6.096e-02, eta: 2 days, 22:22:29, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6820, loss_cls: 2.4942, loss: 2.4942, grad_norm: 2.4800 2021-07-09 19:27:55,203 - mmaction - INFO - Epoch [111][240/1879] lr: 6.096e-02, eta: 2 days, 22:22:09, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6656, loss_cls: 2.5883, loss: 2.5883, grad_norm: 2.4980 2021-07-09 19:28:12,611 - mmaction - INFO - Epoch [111][260/1879] lr: 6.096e-02, eta: 2 days, 22:21:49, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6730, loss_cls: 2.5362, loss: 2.5362, grad_norm: 2.4865 2021-07-09 19:28:30,083 - mmaction - INFO - Epoch [111][280/1879] lr: 6.096e-02, eta: 2 days, 22:21:29, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6645, loss_cls: 2.5791, loss: 2.5791, grad_norm: 2.5216 2021-07-09 19:28:47,508 - mmaction - INFO - Epoch [111][300/1879] lr: 6.096e-02, eta: 2 days, 22:21:09, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6789, loss_cls: 2.5128, loss: 2.5128, grad_norm: 2.4614 2021-07-09 19:29:05,048 - mmaction - INFO - Epoch [111][320/1879] lr: 6.096e-02, eta: 2 days, 22:20:49, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6637, loss_cls: 2.5595, loss: 2.5595, grad_norm: 2.5087 2021-07-09 19:29:22,565 - mmaction - INFO - Epoch [111][340/1879] lr: 6.096e-02, eta: 2 days, 22:20:30, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6750, loss_cls: 2.5777, loss: 2.5777, grad_norm: 2.5361 2021-07-09 19:29:40,037 - mmaction - INFO - Epoch [111][360/1879] lr: 6.096e-02, eta: 2 days, 22:20:10, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6824, loss_cls: 2.5281, loss: 2.5281, grad_norm: 2.5141 2021-07-09 19:29:57,436 - mmaction - INFO - Epoch [111][380/1879] lr: 6.096e-02, eta: 2 days, 22:19:50, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6797, loss_cls: 2.5484, loss: 2.5484, grad_norm: 2.5166 2021-07-09 19:30:15,021 - mmaction - INFO - Epoch [111][400/1879] lr: 6.096e-02, eta: 2 days, 22:19:30, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6855, loss_cls: 2.5039, loss: 2.5039, grad_norm: 2.4813 2021-07-09 19:30:32,467 - mmaction - INFO - Epoch [111][420/1879] lr: 6.096e-02, eta: 2 days, 22:19:10, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6852, loss_cls: 2.5047, loss: 2.5047, grad_norm: 2.4875 2021-07-09 19:30:49,983 - mmaction - INFO - Epoch [111][440/1879] lr: 6.096e-02, eta: 2 days, 22:18:51, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6773, loss_cls: 2.5285, loss: 2.5285, grad_norm: 2.4613 2021-07-09 19:31:07,410 - mmaction - INFO - Epoch [111][460/1879] lr: 6.096e-02, eta: 2 days, 22:18:31, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6758, loss_cls: 2.5392, loss: 2.5392, grad_norm: 2.5118 2021-07-09 19:31:24,954 - mmaction - INFO - Epoch [111][480/1879] lr: 6.096e-02, eta: 2 days, 22:18:11, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6625, loss_cls: 2.5999, loss: 2.5999, grad_norm: 2.5338 2021-07-09 19:31:42,410 - mmaction - INFO - Epoch [111][500/1879] lr: 6.096e-02, eta: 2 days, 22:17:51, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6656, loss_cls: 2.6022, loss: 2.6022, grad_norm: 2.4659 2021-07-09 19:31:59,830 - mmaction - INFO - Epoch [111][520/1879] lr: 6.096e-02, eta: 2 days, 22:17:31, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6676, loss_cls: 2.6253, loss: 2.6253, grad_norm: 2.5315 2021-07-09 19:32:17,186 - mmaction - INFO - Epoch [111][540/1879] lr: 6.096e-02, eta: 2 days, 22:17:11, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6777, loss_cls: 2.5460, loss: 2.5460, grad_norm: 2.4775 2021-07-09 19:32:34,534 - mmaction - INFO - Epoch [111][560/1879] lr: 6.096e-02, eta: 2 days, 22:16:51, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6789, loss_cls: 2.4886, loss: 2.4886, grad_norm: 2.4374 2021-07-09 19:32:52,034 - mmaction - INFO - Epoch [111][580/1879] lr: 6.096e-02, eta: 2 days, 22:16:31, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6582, loss_cls: 2.6059, loss: 2.6059, grad_norm: 2.4943 2021-07-09 19:33:09,441 - mmaction - INFO - Epoch [111][600/1879] lr: 6.096e-02, eta: 2 days, 22:16:12, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6605, loss_cls: 2.6255, loss: 2.6255, grad_norm: 2.5188 2021-07-09 19:33:26,892 - mmaction - INFO - Epoch [111][620/1879] lr: 6.096e-02, eta: 2 days, 22:15:52, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6828, loss_cls: 2.5119, loss: 2.5119, grad_norm: 2.4370 2021-07-09 19:33:44,315 - mmaction - INFO - Epoch [111][640/1879] lr: 6.096e-02, eta: 2 days, 22:15:32, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6867, loss_cls: 2.4784, loss: 2.4784, grad_norm: 2.4977 2021-07-09 19:34:01,760 - mmaction - INFO - Epoch [111][660/1879] lr: 6.096e-02, eta: 2 days, 22:15:12, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6824, loss_cls: 2.4676, loss: 2.4676, grad_norm: 2.5113 2021-07-09 19:34:19,262 - mmaction - INFO - Epoch [111][680/1879] lr: 6.096e-02, eta: 2 days, 22:14:52, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6750, loss_cls: 2.5454, loss: 2.5454, grad_norm: 2.4785 2021-07-09 19:34:36,696 - mmaction - INFO - Epoch [111][700/1879] lr: 6.096e-02, eta: 2 days, 22:14:32, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6773, loss_cls: 2.5707, loss: 2.5707, grad_norm: 2.5219 2021-07-09 19:34:54,166 - mmaction - INFO - Epoch [111][720/1879] lr: 6.096e-02, eta: 2 days, 22:14:13, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6645, loss_cls: 2.6232, loss: 2.6232, grad_norm: 2.5654 2021-07-09 19:35:11,626 - mmaction - INFO - Epoch [111][740/1879] lr: 6.096e-02, eta: 2 days, 22:13:53, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6848, loss_cls: 2.4904, loss: 2.4904, grad_norm: 2.4631 2021-07-09 19:35:28,997 - mmaction - INFO - Epoch [111][760/1879] lr: 6.096e-02, eta: 2 days, 22:13:33, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6805, loss_cls: 2.5458, loss: 2.5458, grad_norm: 2.5263 2021-07-09 19:35:46,379 - mmaction - INFO - Epoch [111][780/1879] lr: 6.096e-02, eta: 2 days, 22:13:13, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6789, loss_cls: 2.5260, loss: 2.5260, grad_norm: 2.5201 2021-07-09 19:36:03,829 - mmaction - INFO - Epoch [111][800/1879] lr: 6.096e-02, eta: 2 days, 22:12:53, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6660, loss_cls: 2.6220, loss: 2.6220, grad_norm: 2.5326 2021-07-09 19:36:21,334 - mmaction - INFO - Epoch [111][820/1879] lr: 6.096e-02, eta: 2 days, 22:12:33, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6762, loss_cls: 2.5555, loss: 2.5555, grad_norm: 2.4834 2021-07-09 19:36:38,698 - mmaction - INFO - Epoch [111][840/1879] lr: 6.096e-02, eta: 2 days, 22:12:13, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6582, loss_cls: 2.6311, loss: 2.6311, grad_norm: 2.5636 2021-07-09 19:36:56,151 - mmaction - INFO - Epoch [111][860/1879] lr: 6.096e-02, eta: 2 days, 22:11:53, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6809, loss_cls: 2.5110, loss: 2.5110, grad_norm: 2.5084 2021-07-09 19:37:13,627 - mmaction - INFO - Epoch [111][880/1879] lr: 6.096e-02, eta: 2 days, 22:11:34, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6773, loss_cls: 2.5413, loss: 2.5413, grad_norm: 2.4902 2021-07-09 19:37:31,035 - mmaction - INFO - Epoch [111][900/1879] lr: 6.096e-02, eta: 2 days, 22:11:14, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6844, loss_cls: 2.5146, loss: 2.5146, grad_norm: 2.5110 2021-07-09 19:37:48,424 - mmaction - INFO - Epoch [111][920/1879] lr: 6.096e-02, eta: 2 days, 22:10:54, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6707, loss_cls: 2.5849, loss: 2.5849, grad_norm: 2.5432 2021-07-09 19:38:05,848 - mmaction - INFO - Epoch [111][940/1879] lr: 6.096e-02, eta: 2 days, 22:10:34, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6605, loss_cls: 2.5747, loss: 2.5747, grad_norm: 2.4623 2021-07-09 19:38:23,201 - mmaction - INFO - Epoch [111][960/1879] lr: 6.096e-02, eta: 2 days, 22:10:14, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6867, loss_cls: 2.4849, loss: 2.4849, grad_norm: 2.4615 2021-07-09 19:38:40,646 - mmaction - INFO - Epoch [111][980/1879] lr: 6.096e-02, eta: 2 days, 22:09:54, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6891, loss_cls: 2.4643, loss: 2.4643, grad_norm: 2.4833 2021-07-09 19:38:58,036 - mmaction - INFO - Epoch [111][1000/1879] lr: 6.096e-02, eta: 2 days, 22:09:34, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6707, loss_cls: 2.5528, loss: 2.5528, grad_norm: 2.5210 2021-07-09 19:39:15,504 - mmaction - INFO - Epoch [111][1020/1879] lr: 6.096e-02, eta: 2 days, 22:09:14, time: 0.872, data_time: 0.000, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6742, loss_cls: 2.5556, loss: 2.5556, grad_norm: 2.5521 2021-07-09 19:39:32,945 - mmaction - INFO - Epoch [111][1040/1879] lr: 6.096e-02, eta: 2 days, 22:08:54, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6656, loss_cls: 2.5733, loss: 2.5733, grad_norm: 2.5208 2021-07-09 19:39:50,289 - mmaction - INFO - Epoch [111][1060/1879] lr: 6.096e-02, eta: 2 days, 22:08:35, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6672, loss_cls: 2.6123, loss: 2.6123, grad_norm: 2.5386 2021-07-09 19:40:07,749 - mmaction - INFO - Epoch [111][1080/1879] lr: 6.096e-02, eta: 2 days, 22:08:15, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6824, loss_cls: 2.5553, loss: 2.5553, grad_norm: 2.5176 2021-07-09 19:40:25,331 - mmaction - INFO - Epoch [111][1100/1879] lr: 6.096e-02, eta: 2 days, 22:07:55, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6621, loss_cls: 2.5904, loss: 2.5904, grad_norm: 2.5385 2021-07-09 19:40:42,776 - mmaction - INFO - Epoch [111][1120/1879] lr: 6.096e-02, eta: 2 days, 22:07:35, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6648, loss_cls: 2.5998, loss: 2.5998, grad_norm: 2.5192 2021-07-09 19:41:00,367 - mmaction - INFO - Epoch [111][1140/1879] lr: 6.096e-02, eta: 2 days, 22:07:16, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6902, loss_cls: 2.4728, loss: 2.4728, grad_norm: 2.4899 2021-07-09 19:41:17,778 - mmaction - INFO - Epoch [111][1160/1879] lr: 6.096e-02, eta: 2 days, 22:06:56, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6621, loss_cls: 2.5891, loss: 2.5891, grad_norm: 2.5512 2021-07-09 19:41:35,370 - mmaction - INFO - Epoch [111][1180/1879] lr: 6.096e-02, eta: 2 days, 22:06:36, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6770, loss_cls: 2.5181, loss: 2.5181, grad_norm: 2.4764 2021-07-09 19:41:52,718 - mmaction - INFO - Epoch [111][1200/1879] lr: 6.096e-02, eta: 2 days, 22:06:16, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6820, loss_cls: 2.5202, loss: 2.5202, grad_norm: 2.4501 2021-07-09 19:42:10,161 - mmaction - INFO - Epoch [111][1220/1879] lr: 6.096e-02, eta: 2 days, 22:05:56, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6707, loss_cls: 2.5871, loss: 2.5871, grad_norm: 2.4891 2021-07-09 19:42:27,595 - mmaction - INFO - Epoch [111][1240/1879] lr: 6.096e-02, eta: 2 days, 22:05:36, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6691, loss_cls: 2.5744, loss: 2.5744, grad_norm: 2.4892 2021-07-09 19:42:44,966 - mmaction - INFO - Epoch [111][1260/1879] lr: 6.096e-02, eta: 2 days, 22:05:16, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6746, loss_cls: 2.5713, loss: 2.5713, grad_norm: 2.4930 2021-07-09 19:43:02,334 - mmaction - INFO - Epoch [111][1280/1879] lr: 6.096e-02, eta: 2 days, 22:04:56, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6859, loss_cls: 2.5307, loss: 2.5307, grad_norm: 2.4692 2021-07-09 19:43:19,791 - mmaction - INFO - Epoch [111][1300/1879] lr: 6.096e-02, eta: 2 days, 22:04:37, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6832, loss_cls: 2.5384, loss: 2.5384, grad_norm: 2.4788 2021-07-09 19:43:37,183 - mmaction - INFO - Epoch [111][1320/1879] lr: 6.096e-02, eta: 2 days, 22:04:17, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6840, loss_cls: 2.4904, loss: 2.4904, grad_norm: 2.5089 2021-07-09 19:43:54,660 - mmaction - INFO - Epoch [111][1340/1879] lr: 6.096e-02, eta: 2 days, 22:03:57, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6738, loss_cls: 2.5571, loss: 2.5571, grad_norm: 2.5283 2021-07-09 19:44:12,014 - mmaction - INFO - Epoch [111][1360/1879] lr: 6.096e-02, eta: 2 days, 22:03:37, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6719, loss_cls: 2.5988, loss: 2.5988, grad_norm: 2.5196 2021-07-09 19:44:29,402 - mmaction - INFO - Epoch [111][1380/1879] lr: 6.096e-02, eta: 2 days, 22:03:17, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6805, loss_cls: 2.5304, loss: 2.5304, grad_norm: 2.5112 2021-07-09 19:44:46,920 - mmaction - INFO - Epoch [111][1400/1879] lr: 6.096e-02, eta: 2 days, 22:02:57, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6762, loss_cls: 2.5522, loss: 2.5522, grad_norm: 2.4873 2021-07-09 19:45:04,440 - mmaction - INFO - Epoch [111][1420/1879] lr: 6.096e-02, eta: 2 days, 22:02:38, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6562, loss_cls: 2.5724, loss: 2.5724, grad_norm: 2.5110 2021-07-09 19:45:21,754 - mmaction - INFO - Epoch [111][1440/1879] lr: 6.096e-02, eta: 2 days, 22:02:18, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6820, loss_cls: 2.5632, loss: 2.5632, grad_norm: 2.5461 2021-07-09 19:45:39,324 - mmaction - INFO - Epoch [111][1460/1879] lr: 6.096e-02, eta: 2 days, 22:01:58, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6969, loss_cls: 2.4982, loss: 2.4982, grad_norm: 2.4876 2021-07-09 19:45:56,707 - mmaction - INFO - Epoch [111][1480/1879] lr: 6.096e-02, eta: 2 days, 22:01:38, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6734, loss_cls: 2.5978, loss: 2.5978, grad_norm: 2.5506 2021-07-09 19:46:14,076 - mmaction - INFO - Epoch [111][1500/1879] lr: 6.096e-02, eta: 2 days, 22:01:18, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6711, loss_cls: 2.5672, loss: 2.5672, grad_norm: 2.5388 2021-07-09 19:46:31,468 - mmaction - INFO - Epoch [111][1520/1879] lr: 6.096e-02, eta: 2 days, 22:00:58, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6816, loss_cls: 2.5300, loss: 2.5300, grad_norm: 2.5414 2021-07-09 19:46:48,910 - mmaction - INFO - Epoch [111][1540/1879] lr: 6.096e-02, eta: 2 days, 22:00:38, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6781, loss_cls: 2.5483, loss: 2.5483, grad_norm: 2.4797 2021-07-09 19:47:06,301 - mmaction - INFO - Epoch [111][1560/1879] lr: 6.096e-02, eta: 2 days, 22:00:18, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6656, loss_cls: 2.5750, loss: 2.5750, grad_norm: 2.4923 2021-07-09 19:47:23,818 - mmaction - INFO - Epoch [111][1580/1879] lr: 6.096e-02, eta: 2 days, 21:59:59, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4637, top5_acc: 0.6844, loss_cls: 2.4721, loss: 2.4721, grad_norm: 2.4530 2021-07-09 19:47:41,239 - mmaction - INFO - Epoch [111][1600/1879] lr: 6.096e-02, eta: 2 days, 21:59:39, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6590, loss_cls: 2.5972, loss: 2.5972, grad_norm: 2.4903 2021-07-09 19:47:58,527 - mmaction - INFO - Epoch [111][1620/1879] lr: 6.096e-02, eta: 2 days, 21:59:19, time: 0.866, data_time: 0.006, memory: 6462, top1_acc: 0.4070, top5_acc: 0.6645, loss_cls: 2.6365, loss: 2.6365, grad_norm: 2.4992 2021-07-09 19:48:15,987 - mmaction - INFO - Epoch [111][1640/1879] lr: 6.096e-02, eta: 2 days, 21:58:59, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6629, loss_cls: 2.5906, loss: 2.5906, grad_norm: 2.4787 2021-07-09 19:48:33,362 - mmaction - INFO - Epoch [111][1660/1879] lr: 6.096e-02, eta: 2 days, 21:58:39, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6531, loss_cls: 2.6180, loss: 2.6180, grad_norm: 2.5286 2021-07-09 19:48:50,752 - mmaction - INFO - Epoch [111][1680/1879] lr: 6.096e-02, eta: 2 days, 21:58:19, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6648, loss_cls: 2.5963, loss: 2.5963, grad_norm: 2.4931 2021-07-09 19:49:08,181 - mmaction - INFO - Epoch [111][1700/1879] lr: 6.096e-02, eta: 2 days, 21:57:59, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6656, loss_cls: 2.5822, loss: 2.5822, grad_norm: 2.4451 2021-07-09 19:49:25,679 - mmaction - INFO - Epoch [111][1720/1879] lr: 6.096e-02, eta: 2 days, 21:57:40, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6617, loss_cls: 2.6097, loss: 2.6097, grad_norm: 2.4670 2021-07-09 19:49:43,124 - mmaction - INFO - Epoch [111][1740/1879] lr: 6.096e-02, eta: 2 days, 21:57:20, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6664, loss_cls: 2.5540, loss: 2.5540, grad_norm: 2.5003 2021-07-09 19:50:00,517 - mmaction - INFO - Epoch [111][1760/1879] lr: 6.096e-02, eta: 2 days, 21:57:00, time: 0.868, data_time: 0.006, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6887, loss_cls: 2.4947, loss: 2.4947, grad_norm: 2.4617 2021-07-09 19:50:17,864 - mmaction - INFO - Epoch [111][1780/1879] lr: 6.096e-02, eta: 2 days, 21:56:40, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6711, loss_cls: 2.5590, loss: 2.5590, grad_norm: 2.5080 2021-07-09 19:50:35,250 - mmaction - INFO - Epoch [111][1800/1879] lr: 6.096e-02, eta: 2 days, 21:56:20, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6566, loss_cls: 2.5766, loss: 2.5766, grad_norm: 2.4771 2021-07-09 19:50:52,639 - mmaction - INFO - Epoch [111][1820/1879] lr: 6.096e-02, eta: 2 days, 21:56:00, time: 0.868, data_time: 0.000, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6668, loss_cls: 2.5522, loss: 2.5522, grad_norm: 2.4763 2021-07-09 19:51:10,002 - mmaction - INFO - Epoch [111][1840/1879] lr: 6.096e-02, eta: 2 days, 21:55:40, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6953, loss_cls: 2.4703, loss: 2.4703, grad_norm: 2.4518 2021-07-09 19:51:27,381 - mmaction - INFO - Epoch [111][1860/1879] lr: 6.096e-02, eta: 2 days, 21:55:20, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6641, loss_cls: 2.6061, loss: 2.6061, grad_norm: 2.4796 2021-07-09 19:54:17,331 - mmaction - INFO - Epoch [112][20/1879] lr: 6.036e-02, eta: 2 days, 21:57:07, time: 7.270, data_time: 6.212, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6883, loss_cls: 2.4632, loss: 2.4632, grad_norm: 2.5174 2021-07-09 19:54:34,475 - mmaction - INFO - Epoch [112][40/1879] lr: 6.036e-02, eta: 2 days, 21:56:47, time: 0.856, data_time: 0.008, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6957, loss_cls: 2.4710, loss: 2.4710, grad_norm: 2.4416 2021-07-09 19:54:51,572 - mmaction - INFO - Epoch [112][60/1879] lr: 6.036e-02, eta: 2 days, 21:56:27, time: 0.856, data_time: 0.005, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6879, loss_cls: 2.4758, loss: 2.4758, grad_norm: 2.4807 2021-07-09 19:55:08,978 - mmaction - INFO - Epoch [112][80/1879] lr: 6.036e-02, eta: 2 days, 21:56:07, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6820, loss_cls: 2.4814, loss: 2.4814, grad_norm: 2.4965 2021-07-09 19:55:26,421 - mmaction - INFO - Epoch [112][100/1879] lr: 6.036e-02, eta: 2 days, 21:55:47, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6656, loss_cls: 2.5413, loss: 2.5413, grad_norm: 2.5175 2021-07-09 19:55:43,862 - mmaction - INFO - Epoch [112][120/1879] lr: 6.036e-02, eta: 2 days, 21:55:27, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6633, loss_cls: 2.5715, loss: 2.5715, grad_norm: 2.5041 2021-07-09 19:56:01,373 - mmaction - INFO - Epoch [112][140/1879] lr: 6.036e-02, eta: 2 days, 21:55:07, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6813, loss_cls: 2.5025, loss: 2.5025, grad_norm: 2.5586 2021-07-09 19:56:18,850 - mmaction - INFO - Epoch [112][160/1879] lr: 6.036e-02, eta: 2 days, 21:54:47, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6715, loss_cls: 2.5678, loss: 2.5678, grad_norm: 2.5272 2021-07-09 19:56:36,322 - mmaction - INFO - Epoch [112][180/1879] lr: 6.036e-02, eta: 2 days, 21:54:28, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6676, loss_cls: 2.5565, loss: 2.5565, grad_norm: 2.4817 2021-07-09 19:56:53,889 - mmaction - INFO - Epoch [112][200/1879] lr: 6.036e-02, eta: 2 days, 21:54:08, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6789, loss_cls: 2.5361, loss: 2.5361, grad_norm: 2.5062 2021-07-09 19:57:11,211 - mmaction - INFO - Epoch [112][220/1879] lr: 6.036e-02, eta: 2 days, 21:53:48, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6687, loss_cls: 2.5428, loss: 2.5428, grad_norm: 2.5456 2021-07-09 19:57:28,632 - mmaction - INFO - Epoch [112][240/1879] lr: 6.036e-02, eta: 2 days, 21:53:28, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6773, loss_cls: 2.5318, loss: 2.5318, grad_norm: 2.5069 2021-07-09 19:57:45,997 - mmaction - INFO - Epoch [112][260/1879] lr: 6.036e-02, eta: 2 days, 21:53:08, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6746, loss_cls: 2.5161, loss: 2.5161, grad_norm: 2.4882 2021-07-09 19:58:03,355 - mmaction - INFO - Epoch [112][280/1879] lr: 6.036e-02, eta: 2 days, 21:52:48, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6793, loss_cls: 2.5394, loss: 2.5394, grad_norm: 2.5007 2021-07-09 19:58:20,787 - mmaction - INFO - Epoch [112][300/1879] lr: 6.036e-02, eta: 2 days, 21:52:28, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6727, loss_cls: 2.5974, loss: 2.5974, grad_norm: 2.5516 2021-07-09 19:58:38,338 - mmaction - INFO - Epoch [112][320/1879] lr: 6.036e-02, eta: 2 days, 21:52:09, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6801, loss_cls: 2.5202, loss: 2.5202, grad_norm: 2.4921 2021-07-09 19:58:55,841 - mmaction - INFO - Epoch [112][340/1879] lr: 6.036e-02, eta: 2 days, 21:51:49, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6687, loss_cls: 2.5688, loss: 2.5688, grad_norm: 2.5329 2021-07-09 19:59:13,287 - mmaction - INFO - Epoch [112][360/1879] lr: 6.036e-02, eta: 2 days, 21:51:29, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6797, loss_cls: 2.5354, loss: 2.5354, grad_norm: 2.4787 2021-07-09 19:59:30,663 - mmaction - INFO - Epoch [112][380/1879] lr: 6.036e-02, eta: 2 days, 21:51:09, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6816, loss_cls: 2.5011, loss: 2.5011, grad_norm: 2.4473 2021-07-09 19:59:48,185 - mmaction - INFO - Epoch [112][400/1879] lr: 6.036e-02, eta: 2 days, 21:50:49, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6746, loss_cls: 2.5497, loss: 2.5497, grad_norm: 2.4698 2021-07-09 20:00:05,694 - mmaction - INFO - Epoch [112][420/1879] lr: 6.036e-02, eta: 2 days, 21:50:30, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6699, loss_cls: 2.6077, loss: 2.6077, grad_norm: 2.4886 2021-07-09 20:00:23,195 - mmaction - INFO - Epoch [112][440/1879] lr: 6.036e-02, eta: 2 days, 21:50:10, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6824, loss_cls: 2.5367, loss: 2.5367, grad_norm: 2.5307 2021-07-09 20:00:40,595 - mmaction - INFO - Epoch [112][460/1879] lr: 6.036e-02, eta: 2 days, 21:49:50, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6879, loss_cls: 2.4684, loss: 2.4684, grad_norm: 2.4674 2021-07-09 20:00:58,047 - mmaction - INFO - Epoch [112][480/1879] lr: 6.036e-02, eta: 2 days, 21:49:30, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6762, loss_cls: 2.5363, loss: 2.5363, grad_norm: 2.5321 2021-07-09 20:01:15,504 - mmaction - INFO - Epoch [112][500/1879] lr: 6.036e-02, eta: 2 days, 21:49:10, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6687, loss_cls: 2.5684, loss: 2.5684, grad_norm: 2.4955 2021-07-09 20:01:33,001 - mmaction - INFO - Epoch [112][520/1879] lr: 6.036e-02, eta: 2 days, 21:48:50, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6813, loss_cls: 2.4836, loss: 2.4836, grad_norm: 2.4811 2021-07-09 20:01:50,459 - mmaction - INFO - Epoch [112][540/1879] lr: 6.036e-02, eta: 2 days, 21:48:31, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6871, loss_cls: 2.4719, loss: 2.4719, grad_norm: 2.5042 2021-07-09 20:02:07,929 - mmaction - INFO - Epoch [112][560/1879] lr: 6.036e-02, eta: 2 days, 21:48:11, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6781, loss_cls: 2.4909, loss: 2.4909, grad_norm: 2.5163 2021-07-09 20:02:25,381 - mmaction - INFO - Epoch [112][580/1879] lr: 6.036e-02, eta: 2 days, 21:47:51, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6738, loss_cls: 2.5799, loss: 2.5799, grad_norm: 2.5182 2021-07-09 20:02:42,763 - mmaction - INFO - Epoch [112][600/1879] lr: 6.036e-02, eta: 2 days, 21:47:31, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6813, loss_cls: 2.5299, loss: 2.5299, grad_norm: 2.5391 2021-07-09 20:03:00,255 - mmaction - INFO - Epoch [112][620/1879] lr: 6.036e-02, eta: 2 days, 21:47:11, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6773, loss_cls: 2.5718, loss: 2.5718, grad_norm: 2.5785 2021-07-09 20:03:17,792 - mmaction - INFO - Epoch [112][640/1879] lr: 6.036e-02, eta: 2 days, 21:46:52, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6633, loss_cls: 2.6266, loss: 2.6266, grad_norm: 2.4866 2021-07-09 20:03:35,168 - mmaction - INFO - Epoch [112][660/1879] lr: 6.036e-02, eta: 2 days, 21:46:32, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6762, loss_cls: 2.5051, loss: 2.5051, grad_norm: 2.4768 2021-07-09 20:03:52,669 - mmaction - INFO - Epoch [112][680/1879] lr: 6.036e-02, eta: 2 days, 21:46:12, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6715, loss_cls: 2.5579, loss: 2.5579, grad_norm: 2.5329 2021-07-09 20:04:10,111 - mmaction - INFO - Epoch [112][700/1879] lr: 6.036e-02, eta: 2 days, 21:45:52, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6758, loss_cls: 2.5062, loss: 2.5062, grad_norm: 2.5078 2021-07-09 20:04:27,459 - mmaction - INFO - Epoch [112][720/1879] lr: 6.036e-02, eta: 2 days, 21:45:32, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6715, loss_cls: 2.5649, loss: 2.5649, grad_norm: 2.5717 2021-07-09 20:04:44,852 - mmaction - INFO - Epoch [112][740/1879] lr: 6.036e-02, eta: 2 days, 21:45:12, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6777, loss_cls: 2.5545, loss: 2.5545, grad_norm: 2.5268 2021-07-09 20:05:02,281 - mmaction - INFO - Epoch [112][760/1879] lr: 6.036e-02, eta: 2 days, 21:44:52, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6840, loss_cls: 2.4904, loss: 2.4904, grad_norm: 2.4689 2021-07-09 20:05:19,606 - mmaction - INFO - Epoch [112][780/1879] lr: 6.036e-02, eta: 2 days, 21:44:32, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6695, loss_cls: 2.5861, loss: 2.5861, grad_norm: 2.5439 2021-07-09 20:05:37,030 - mmaction - INFO - Epoch [112][800/1879] lr: 6.036e-02, eta: 2 days, 21:44:12, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6934, loss_cls: 2.4151, loss: 2.4151, grad_norm: 2.4925 2021-07-09 20:05:54,563 - mmaction - INFO - Epoch [112][820/1879] lr: 6.036e-02, eta: 2 days, 21:43:53, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6836, loss_cls: 2.5066, loss: 2.5066, grad_norm: 2.5877 2021-07-09 20:06:12,019 - mmaction - INFO - Epoch [112][840/1879] lr: 6.036e-02, eta: 2 days, 21:43:33, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6723, loss_cls: 2.5660, loss: 2.5660, grad_norm: 2.5933 2021-07-09 20:06:29,437 - mmaction - INFO - Epoch [112][860/1879] lr: 6.036e-02, eta: 2 days, 21:43:13, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6707, loss_cls: 2.5525, loss: 2.5525, grad_norm: 2.5426 2021-07-09 20:06:46,818 - mmaction - INFO - Epoch [112][880/1879] lr: 6.036e-02, eta: 2 days, 21:42:53, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6816, loss_cls: 2.5121, loss: 2.5121, grad_norm: 2.4562 2021-07-09 20:07:04,197 - mmaction - INFO - Epoch [112][900/1879] lr: 6.036e-02, eta: 2 days, 21:42:33, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6813, loss_cls: 2.5077, loss: 2.5077, grad_norm: 2.4948 2021-07-09 20:07:21,728 - mmaction - INFO - Epoch [112][920/1879] lr: 6.036e-02, eta: 2 days, 21:42:14, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6750, loss_cls: 2.5030, loss: 2.5030, grad_norm: 2.4530 2021-07-09 20:07:39,187 - mmaction - INFO - Epoch [112][940/1879] lr: 6.036e-02, eta: 2 days, 21:41:54, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6742, loss_cls: 2.5403, loss: 2.5403, grad_norm: 2.5297 2021-07-09 20:07:56,656 - mmaction - INFO - Epoch [112][960/1879] lr: 6.036e-02, eta: 2 days, 21:41:34, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6762, loss_cls: 2.5708, loss: 2.5708, grad_norm: 2.5510 2021-07-09 20:08:13,956 - mmaction - INFO - Epoch [112][980/1879] lr: 6.036e-02, eta: 2 days, 21:41:14, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6781, loss_cls: 2.5238, loss: 2.5238, grad_norm: 2.5256 2021-07-09 20:08:31,454 - mmaction - INFO - Epoch [112][1000/1879] lr: 6.036e-02, eta: 2 days, 21:40:54, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6645, loss_cls: 2.5804, loss: 2.5804, grad_norm: 2.5371 2021-07-09 20:08:48,903 - mmaction - INFO - Epoch [112][1020/1879] lr: 6.036e-02, eta: 2 days, 21:40:34, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6770, loss_cls: 2.5344, loss: 2.5344, grad_norm: 2.5316 2021-07-09 20:09:06,473 - mmaction - INFO - Epoch [112][1040/1879] lr: 6.036e-02, eta: 2 days, 21:40:15, time: 0.879, data_time: 0.007, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6766, loss_cls: 2.5539, loss: 2.5539, grad_norm: 2.5046 2021-07-09 20:09:23,961 - mmaction - INFO - Epoch [112][1060/1879] lr: 6.036e-02, eta: 2 days, 21:39:55, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6770, loss_cls: 2.5287, loss: 2.5287, grad_norm: 2.4965 2021-07-09 20:09:41,482 - mmaction - INFO - Epoch [112][1080/1879] lr: 6.036e-02, eta: 2 days, 21:39:35, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6879, loss_cls: 2.4873, loss: 2.4873, grad_norm: 2.5511 2021-07-09 20:09:59,043 - mmaction - INFO - Epoch [112][1100/1879] lr: 6.036e-02, eta: 2 days, 21:39:15, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6789, loss_cls: 2.5174, loss: 2.5174, grad_norm: 2.4985 2021-07-09 20:10:16,507 - mmaction - INFO - Epoch [112][1120/1879] lr: 6.036e-02, eta: 2 days, 21:38:56, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6859, loss_cls: 2.4994, loss: 2.4994, grad_norm: 2.5547 2021-07-09 20:10:33,981 - mmaction - INFO - Epoch [112][1140/1879] lr: 6.036e-02, eta: 2 days, 21:38:36, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6660, loss_cls: 2.5900, loss: 2.5900, grad_norm: 2.5187 2021-07-09 20:10:51,433 - mmaction - INFO - Epoch [112][1160/1879] lr: 6.036e-02, eta: 2 days, 21:38:16, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6871, loss_cls: 2.5138, loss: 2.5138, grad_norm: 2.4955 2021-07-09 20:11:08,832 - mmaction - INFO - Epoch [112][1180/1879] lr: 6.036e-02, eta: 2 days, 21:37:56, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6773, loss_cls: 2.5330, loss: 2.5330, grad_norm: 2.5409 2021-07-09 20:11:26,185 - mmaction - INFO - Epoch [112][1200/1879] lr: 6.036e-02, eta: 2 days, 21:37:36, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6789, loss_cls: 2.5026, loss: 2.5026, grad_norm: 2.4950 2021-07-09 20:11:43,628 - mmaction - INFO - Epoch [112][1220/1879] lr: 6.036e-02, eta: 2 days, 21:37:16, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6508, loss_cls: 2.6879, loss: 2.6879, grad_norm: 2.5407 2021-07-09 20:12:01,016 - mmaction - INFO - Epoch [112][1240/1879] lr: 6.036e-02, eta: 2 days, 21:36:57, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6797, loss_cls: 2.5337, loss: 2.5337, grad_norm: 2.5026 2021-07-09 20:12:18,587 - mmaction - INFO - Epoch [112][1260/1879] lr: 6.036e-02, eta: 2 days, 21:36:37, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6680, loss_cls: 2.5499, loss: 2.5499, grad_norm: 2.5338 2021-07-09 20:12:35,974 - mmaction - INFO - Epoch [112][1280/1879] lr: 6.036e-02, eta: 2 days, 21:36:17, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6711, loss_cls: 2.6030, loss: 2.6030, grad_norm: 2.5067 2021-07-09 20:12:53,510 - mmaction - INFO - Epoch [112][1300/1879] lr: 6.036e-02, eta: 2 days, 21:35:57, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6656, loss_cls: 2.5735, loss: 2.5735, grad_norm: 2.5170 2021-07-09 20:13:10,882 - mmaction - INFO - Epoch [112][1320/1879] lr: 6.036e-02, eta: 2 days, 21:35:37, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6805, loss_cls: 2.5148, loss: 2.5148, grad_norm: 2.5009 2021-07-09 20:13:28,323 - mmaction - INFO - Epoch [112][1340/1879] lr: 6.036e-02, eta: 2 days, 21:35:18, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6730, loss_cls: 2.6189, loss: 2.6189, grad_norm: 2.5662 2021-07-09 20:13:45,678 - mmaction - INFO - Epoch [112][1360/1879] lr: 6.036e-02, eta: 2 days, 21:34:58, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6734, loss_cls: 2.5571, loss: 2.5571, grad_norm: 2.5152 2021-07-09 20:14:03,138 - mmaction - INFO - Epoch [112][1380/1879] lr: 6.036e-02, eta: 2 days, 21:34:38, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6676, loss_cls: 2.5479, loss: 2.5479, grad_norm: 2.5610 2021-07-09 20:14:20,523 - mmaction - INFO - Epoch [112][1400/1879] lr: 6.036e-02, eta: 2 days, 21:34:18, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6750, loss_cls: 2.5693, loss: 2.5693, grad_norm: 2.5156 2021-07-09 20:14:37,848 - mmaction - INFO - Epoch [112][1420/1879] lr: 6.036e-02, eta: 2 days, 21:33:58, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6770, loss_cls: 2.5027, loss: 2.5027, grad_norm: 2.4578 2021-07-09 20:14:55,317 - mmaction - INFO - Epoch [112][1440/1879] lr: 6.036e-02, eta: 2 days, 21:33:38, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6586, loss_cls: 2.6035, loss: 2.6035, grad_norm: 2.5523 2021-07-09 20:15:12,796 - mmaction - INFO - Epoch [112][1460/1879] lr: 6.036e-02, eta: 2 days, 21:33:18, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6766, loss_cls: 2.5486, loss: 2.5486, grad_norm: 2.5183 2021-07-09 20:15:30,292 - mmaction - INFO - Epoch [112][1480/1879] lr: 6.036e-02, eta: 2 days, 21:32:59, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6727, loss_cls: 2.5815, loss: 2.5815, grad_norm: 2.5397 2021-07-09 20:15:47,689 - mmaction - INFO - Epoch [112][1500/1879] lr: 6.036e-02, eta: 2 days, 21:32:39, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6805, loss_cls: 2.5263, loss: 2.5263, grad_norm: 2.5428 2021-07-09 20:16:05,117 - mmaction - INFO - Epoch [112][1520/1879] lr: 6.036e-02, eta: 2 days, 21:32:19, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6652, loss_cls: 2.6186, loss: 2.6186, grad_norm: 2.5510 2021-07-09 20:16:22,547 - mmaction - INFO - Epoch [112][1540/1879] lr: 6.036e-02, eta: 2 days, 21:31:59, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6828, loss_cls: 2.5421, loss: 2.5421, grad_norm: 2.5407 2021-07-09 20:16:40,127 - mmaction - INFO - Epoch [112][1560/1879] lr: 6.036e-02, eta: 2 days, 21:31:39, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6687, loss_cls: 2.5337, loss: 2.5337, grad_norm: 2.4876 2021-07-09 20:16:57,486 - mmaction - INFO - Epoch [112][1580/1879] lr: 6.036e-02, eta: 2 days, 21:31:20, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6746, loss_cls: 2.5309, loss: 2.5309, grad_norm: 2.4882 2021-07-09 20:17:15,044 - mmaction - INFO - Epoch [112][1600/1879] lr: 6.036e-02, eta: 2 days, 21:31:00, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6754, loss_cls: 2.5162, loss: 2.5162, grad_norm: 2.4802 2021-07-09 20:17:32,530 - mmaction - INFO - Epoch [112][1620/1879] lr: 6.036e-02, eta: 2 days, 21:30:40, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6781, loss_cls: 2.4972, loss: 2.4972, grad_norm: 2.4962 2021-07-09 20:17:49,945 - mmaction - INFO - Epoch [112][1640/1879] lr: 6.036e-02, eta: 2 days, 21:30:20, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6879, loss_cls: 2.4790, loss: 2.4790, grad_norm: 2.4822 2021-07-09 20:18:07,361 - mmaction - INFO - Epoch [112][1660/1879] lr: 6.036e-02, eta: 2 days, 21:30:00, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6586, loss_cls: 2.6031, loss: 2.6031, grad_norm: 2.5406 2021-07-09 20:18:24,831 - mmaction - INFO - Epoch [112][1680/1879] lr: 6.036e-02, eta: 2 days, 21:29:41, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6648, loss_cls: 2.6031, loss: 2.6031, grad_norm: 2.4791 2021-07-09 20:18:42,185 - mmaction - INFO - Epoch [112][1700/1879] lr: 6.036e-02, eta: 2 days, 21:29:21, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6664, loss_cls: 2.5792, loss: 2.5792, grad_norm: 2.4812 2021-07-09 20:18:59,682 - mmaction - INFO - Epoch [112][1720/1879] lr: 6.036e-02, eta: 2 days, 21:29:01, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4008, top5_acc: 0.6637, loss_cls: 2.6389, loss: 2.6389, grad_norm: 2.5102 2021-07-09 20:19:17,092 - mmaction - INFO - Epoch [112][1740/1879] lr: 6.036e-02, eta: 2 days, 21:28:41, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6621, loss_cls: 2.6355, loss: 2.6355, grad_norm: 2.5590 2021-07-09 20:19:34,509 - mmaction - INFO - Epoch [112][1760/1879] lr: 6.036e-02, eta: 2 days, 21:28:21, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6766, loss_cls: 2.5386, loss: 2.5386, grad_norm: 2.5068 2021-07-09 20:19:51,950 - mmaction - INFO - Epoch [112][1780/1879] lr: 6.036e-02, eta: 2 days, 21:28:02, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6789, loss_cls: 2.5685, loss: 2.5685, grad_norm: 2.5024 2021-07-09 20:20:09,497 - mmaction - INFO - Epoch [112][1800/1879] lr: 6.036e-02, eta: 2 days, 21:27:42, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6824, loss_cls: 2.4895, loss: 2.4895, grad_norm: 2.4838 2021-07-09 20:20:26,975 - mmaction - INFO - Epoch [112][1820/1879] lr: 6.036e-02, eta: 2 days, 21:27:22, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6648, loss_cls: 2.5586, loss: 2.5586, grad_norm: 2.5210 2021-07-09 20:20:44,524 - mmaction - INFO - Epoch [112][1840/1879] lr: 6.036e-02, eta: 2 days, 21:27:02, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6668, loss_cls: 2.5504, loss: 2.5504, grad_norm: 2.4812 2021-07-09 20:21:01,856 - mmaction - INFO - Epoch [112][1860/1879] lr: 6.036e-02, eta: 2 days, 21:26:42, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4051, top5_acc: 0.6609, loss_cls: 2.6323, loss: 2.6323, grad_norm: 2.5739 2021-07-09 20:21:27,425 - mmaction - INFO - Saving checkpoint at 112 epochs 2021-07-09 20:23:57,201 - mmaction - INFO - Epoch [113][20/1879] lr: 5.975e-02, eta: 2 days, 21:28:32, time: 7.453, data_time: 5.745, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6762, loss_cls: 2.5363, loss: 2.5363, grad_norm: 2.4833 2021-07-09 20:24:14,382 - mmaction - INFO - Epoch [113][40/1879] lr: 5.975e-02, eta: 2 days, 21:28:12, time: 0.860, data_time: 0.012, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6766, loss_cls: 2.5398, loss: 2.5398, grad_norm: 2.5058 2021-07-09 20:24:31,635 - mmaction - INFO - Epoch [113][60/1879] lr: 5.975e-02, eta: 2 days, 21:27:51, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6766, loss_cls: 2.4985, loss: 2.4985, grad_norm: 2.4747 2021-07-09 20:24:49,035 - mmaction - INFO - Epoch [113][80/1879] lr: 5.975e-02, eta: 2 days, 21:27:32, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4480, top5_acc: 0.7035, loss_cls: 2.4219, loss: 2.4219, grad_norm: 2.4987 2021-07-09 20:25:06,711 - mmaction - INFO - Epoch [113][100/1879] lr: 5.975e-02, eta: 2 days, 21:27:12, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6816, loss_cls: 2.5013, loss: 2.5013, grad_norm: 2.4890 2021-07-09 20:25:24,015 - mmaction - INFO - Epoch [113][120/1879] lr: 5.975e-02, eta: 2 days, 21:26:52, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6914, loss_cls: 2.4503, loss: 2.4503, grad_norm: 2.5295 2021-07-09 20:25:41,505 - mmaction - INFO - Epoch [113][140/1879] lr: 5.975e-02, eta: 2 days, 21:26:32, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6898, loss_cls: 2.4873, loss: 2.4873, grad_norm: 2.5342 2021-07-09 20:25:59,020 - mmaction - INFO - Epoch [113][160/1879] lr: 5.975e-02, eta: 2 days, 21:26:12, time: 0.879, data_time: 0.007, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6750, loss_cls: 2.5168, loss: 2.5168, grad_norm: 2.5271 2021-07-09 20:26:16,429 - mmaction - INFO - Epoch [113][180/1879] lr: 5.975e-02, eta: 2 days, 21:25:53, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6699, loss_cls: 2.5099, loss: 2.5099, grad_norm: 2.5027 2021-07-09 20:26:33,827 - mmaction - INFO - Epoch [113][200/1879] lr: 5.975e-02, eta: 2 days, 21:25:33, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6863, loss_cls: 2.4603, loss: 2.4603, grad_norm: 2.5032 2021-07-09 20:26:51,432 - mmaction - INFO - Epoch [113][220/1879] lr: 5.975e-02, eta: 2 days, 21:25:13, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6734, loss_cls: 2.5622, loss: 2.5622, grad_norm: 2.5363 2021-07-09 20:27:08,748 - mmaction - INFO - Epoch [113][240/1879] lr: 5.975e-02, eta: 2 days, 21:24:53, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6605, loss_cls: 2.6226, loss: 2.6226, grad_norm: 2.5611 2021-07-09 20:27:26,207 - mmaction - INFO - Epoch [113][260/1879] lr: 5.975e-02, eta: 2 days, 21:24:33, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6852, loss_cls: 2.5029, loss: 2.5029, grad_norm: 2.4543 2021-07-09 20:27:43,639 - mmaction - INFO - Epoch [113][280/1879] lr: 5.975e-02, eta: 2 days, 21:24:14, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6883, loss_cls: 2.4911, loss: 2.4911, grad_norm: 2.5125 2021-07-09 20:28:01,091 - mmaction - INFO - Epoch [113][300/1879] lr: 5.975e-02, eta: 2 days, 21:23:54, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6730, loss_cls: 2.5471, loss: 2.5471, grad_norm: 2.5127 2021-07-09 20:28:18,681 - mmaction - INFO - Epoch [113][320/1879] lr: 5.975e-02, eta: 2 days, 21:23:34, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6793, loss_cls: 2.5121, loss: 2.5121, grad_norm: 2.5558 2021-07-09 20:28:36,155 - mmaction - INFO - Epoch [113][340/1879] lr: 5.975e-02, eta: 2 days, 21:23:14, time: 0.877, data_time: 0.008, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6781, loss_cls: 2.5529, loss: 2.5529, grad_norm: 2.5965 2021-07-09 20:28:53,522 - mmaction - INFO - Epoch [113][360/1879] lr: 5.975e-02, eta: 2 days, 21:22:54, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6805, loss_cls: 2.5218, loss: 2.5218, grad_norm: 2.5300 2021-07-09 20:29:10,946 - mmaction - INFO - Epoch [113][380/1879] lr: 5.975e-02, eta: 2 days, 21:22:35, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6617, loss_cls: 2.5966, loss: 2.5966, grad_norm: 2.5390 2021-07-09 20:29:28,444 - mmaction - INFO - Epoch [113][400/1879] lr: 5.975e-02, eta: 2 days, 21:22:15, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6672, loss_cls: 2.5469, loss: 2.5469, grad_norm: 2.5194 2021-07-09 20:29:45,963 - mmaction - INFO - Epoch [113][420/1879] lr: 5.975e-02, eta: 2 days, 21:21:55, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6777, loss_cls: 2.5173, loss: 2.5173, grad_norm: 2.4955 2021-07-09 20:30:03,351 - mmaction - INFO - Epoch [113][440/1879] lr: 5.975e-02, eta: 2 days, 21:21:35, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4082, top5_acc: 0.6641, loss_cls: 2.6055, loss: 2.6055, grad_norm: 2.5947 2021-07-09 20:30:20,920 - mmaction - INFO - Epoch [113][460/1879] lr: 5.975e-02, eta: 2 days, 21:21:15, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6668, loss_cls: 2.5535, loss: 2.5535, grad_norm: 2.4951 2021-07-09 20:30:38,395 - mmaction - INFO - Epoch [113][480/1879] lr: 5.975e-02, eta: 2 days, 21:20:56, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6781, loss_cls: 2.5410, loss: 2.5410, grad_norm: 2.4935 2021-07-09 20:30:55,905 - mmaction - INFO - Epoch [113][500/1879] lr: 5.975e-02, eta: 2 days, 21:20:36, time: 0.878, data_time: 0.007, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6824, loss_cls: 2.5048, loss: 2.5048, grad_norm: 2.4918 2021-07-09 20:31:13,262 - mmaction - INFO - Epoch [113][520/1879] lr: 5.975e-02, eta: 2 days, 21:20:16, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6719, loss_cls: 2.5542, loss: 2.5542, grad_norm: 2.5142 2021-07-09 20:31:30,819 - mmaction - INFO - Epoch [113][540/1879] lr: 5.975e-02, eta: 2 days, 21:19:56, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6711, loss_cls: 2.5820, loss: 2.5820, grad_norm: 2.5198 2021-07-09 20:31:48,255 - mmaction - INFO - Epoch [113][560/1879] lr: 5.975e-02, eta: 2 days, 21:19:36, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6734, loss_cls: 2.5527, loss: 2.5527, grad_norm: 2.5199 2021-07-09 20:32:05,643 - mmaction - INFO - Epoch [113][580/1879] lr: 5.975e-02, eta: 2 days, 21:19:17, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6723, loss_cls: 2.5678, loss: 2.5678, grad_norm: 2.5081 2021-07-09 20:32:23,137 - mmaction - INFO - Epoch [113][600/1879] lr: 5.975e-02, eta: 2 days, 21:18:57, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6820, loss_cls: 2.5585, loss: 2.5585, grad_norm: 2.5643 2021-07-09 20:32:40,697 - mmaction - INFO - Epoch [113][620/1879] lr: 5.975e-02, eta: 2 days, 21:18:37, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6945, loss_cls: 2.4367, loss: 2.4367, grad_norm: 2.5051 2021-07-09 20:32:58,199 - mmaction - INFO - Epoch [113][640/1879] lr: 5.975e-02, eta: 2 days, 21:18:17, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6961, loss_cls: 2.4670, loss: 2.4670, grad_norm: 2.5298 2021-07-09 20:33:15,628 - mmaction - INFO - Epoch [113][660/1879] lr: 5.975e-02, eta: 2 days, 21:17:58, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6707, loss_cls: 2.5921, loss: 2.5921, grad_norm: 2.5584 2021-07-09 20:33:33,016 - mmaction - INFO - Epoch [113][680/1879] lr: 5.975e-02, eta: 2 days, 21:17:38, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6898, loss_cls: 2.5061, loss: 2.5061, grad_norm: 2.4934 2021-07-09 20:33:50,465 - mmaction - INFO - Epoch [113][700/1879] lr: 5.975e-02, eta: 2 days, 21:17:18, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6676, loss_cls: 2.5746, loss: 2.5746, grad_norm: 2.5727 2021-07-09 20:34:07,864 - mmaction - INFO - Epoch [113][720/1879] lr: 5.975e-02, eta: 2 days, 21:16:58, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6691, loss_cls: 2.5637, loss: 2.5637, grad_norm: 2.5464 2021-07-09 20:34:25,318 - mmaction - INFO - Epoch [113][740/1879] lr: 5.975e-02, eta: 2 days, 21:16:38, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6914, loss_cls: 2.4800, loss: 2.4800, grad_norm: 2.5499 2021-07-09 20:34:42,718 - mmaction - INFO - Epoch [113][760/1879] lr: 5.975e-02, eta: 2 days, 21:16:18, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6676, loss_cls: 2.5469, loss: 2.5469, grad_norm: 2.5567 2021-07-09 20:35:00,174 - mmaction - INFO - Epoch [113][780/1879] lr: 5.975e-02, eta: 2 days, 21:15:59, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6742, loss_cls: 2.5254, loss: 2.5254, grad_norm: 2.5546 2021-07-09 20:35:17,615 - mmaction - INFO - Epoch [113][800/1879] lr: 5.975e-02, eta: 2 days, 21:15:39, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6707, loss_cls: 2.5687, loss: 2.5687, grad_norm: 2.5217 2021-07-09 20:35:35,020 - mmaction - INFO - Epoch [113][820/1879] lr: 5.975e-02, eta: 2 days, 21:15:19, time: 0.871, data_time: 0.007, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6816, loss_cls: 2.5036, loss: 2.5036, grad_norm: 2.5293 2021-07-09 20:35:52,322 - mmaction - INFO - Epoch [113][840/1879] lr: 5.975e-02, eta: 2 days, 21:14:59, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6613, loss_cls: 2.6524, loss: 2.6524, grad_norm: 2.5846 2021-07-09 20:36:09,951 - mmaction - INFO - Epoch [113][860/1879] lr: 5.975e-02, eta: 2 days, 21:14:39, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6742, loss_cls: 2.6077, loss: 2.6077, grad_norm: 2.5639 2021-07-09 20:36:27,459 - mmaction - INFO - Epoch [113][880/1879] lr: 5.975e-02, eta: 2 days, 21:14:20, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6734, loss_cls: 2.5555, loss: 2.5555, grad_norm: 2.5086 2021-07-09 20:36:44,902 - mmaction - INFO - Epoch [113][900/1879] lr: 5.975e-02, eta: 2 days, 21:14:00, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6813, loss_cls: 2.5039, loss: 2.5039, grad_norm: 2.5202 2021-07-09 20:37:02,329 - mmaction - INFO - Epoch [113][920/1879] lr: 5.975e-02, eta: 2 days, 21:13:40, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6844, loss_cls: 2.5091, loss: 2.5091, grad_norm: 2.5027 2021-07-09 20:37:19,813 - mmaction - INFO - Epoch [113][940/1879] lr: 5.975e-02, eta: 2 days, 21:13:20, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6762, loss_cls: 2.5333, loss: 2.5333, grad_norm: 2.5659 2021-07-09 20:37:37,219 - mmaction - INFO - Epoch [113][960/1879] lr: 5.975e-02, eta: 2 days, 21:13:00, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6785, loss_cls: 2.5475, loss: 2.5475, grad_norm: 2.5287 2021-07-09 20:37:54,783 - mmaction - INFO - Epoch [113][980/1879] lr: 5.975e-02, eta: 2 days, 21:12:41, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6820, loss_cls: 2.5052, loss: 2.5052, grad_norm: 2.5521 2021-07-09 20:38:12,275 - mmaction - INFO - Epoch [113][1000/1879] lr: 5.975e-02, eta: 2 days, 21:12:21, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6750, loss_cls: 2.5046, loss: 2.5046, grad_norm: 2.5009 2021-07-09 20:38:29,719 - mmaction - INFO - Epoch [113][1020/1879] lr: 5.975e-02, eta: 2 days, 21:12:01, time: 0.877, data_time: 0.008, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6645, loss_cls: 2.6012, loss: 2.6012, grad_norm: 2.4936 2021-07-09 20:38:47,104 - mmaction - INFO - Epoch [113][1040/1879] lr: 5.975e-02, eta: 2 days, 21:11:41, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6727, loss_cls: 2.5661, loss: 2.5661, grad_norm: 2.4691 2021-07-09 20:39:04,602 - mmaction - INFO - Epoch [113][1060/1879] lr: 5.975e-02, eta: 2 days, 21:11:21, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6918, loss_cls: 2.4622, loss: 2.4622, grad_norm: 2.5053 2021-07-09 20:39:22,035 - mmaction - INFO - Epoch [113][1080/1879] lr: 5.975e-02, eta: 2 days, 21:11:02, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6687, loss_cls: 2.5322, loss: 2.5322, grad_norm: 2.5467 2021-07-09 20:39:39,457 - mmaction - INFO - Epoch [113][1100/1879] lr: 5.975e-02, eta: 2 days, 21:10:42, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6691, loss_cls: 2.6004, loss: 2.6004, grad_norm: 2.5838 2021-07-09 20:39:57,030 - mmaction - INFO - Epoch [113][1120/1879] lr: 5.975e-02, eta: 2 days, 21:10:22, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6832, loss_cls: 2.5364, loss: 2.5364, grad_norm: 2.4941 2021-07-09 20:40:14,499 - mmaction - INFO - Epoch [113][1140/1879] lr: 5.975e-02, eta: 2 days, 21:10:02, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6672, loss_cls: 2.5933, loss: 2.5933, grad_norm: 2.5071 2021-07-09 20:40:32,083 - mmaction - INFO - Epoch [113][1160/1879] lr: 5.975e-02, eta: 2 days, 21:09:43, time: 0.879, data_time: 0.007, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6719, loss_cls: 2.5672, loss: 2.5672, grad_norm: 2.5193 2021-07-09 20:40:49,471 - mmaction - INFO - Epoch [113][1180/1879] lr: 5.975e-02, eta: 2 days, 21:09:23, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6648, loss_cls: 2.5710, loss: 2.5710, grad_norm: 2.5440 2021-07-09 20:41:06,890 - mmaction - INFO - Epoch [113][1200/1879] lr: 5.975e-02, eta: 2 days, 21:09:03, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6852, loss_cls: 2.4924, loss: 2.4924, grad_norm: 2.5466 2021-07-09 20:41:24,286 - mmaction - INFO - Epoch [113][1220/1879] lr: 5.975e-02, eta: 2 days, 21:08:43, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6578, loss_cls: 2.6198, loss: 2.6198, grad_norm: 2.5905 2021-07-09 20:41:41,803 - mmaction - INFO - Epoch [113][1240/1879] lr: 5.975e-02, eta: 2 days, 21:08:23, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6773, loss_cls: 2.5691, loss: 2.5691, grad_norm: 2.5304 2021-07-09 20:41:59,318 - mmaction - INFO - Epoch [113][1260/1879] lr: 5.975e-02, eta: 2 days, 21:08:04, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6645, loss_cls: 2.5903, loss: 2.5903, grad_norm: 2.5201 2021-07-09 20:42:16,759 - mmaction - INFO - Epoch [113][1280/1879] lr: 5.975e-02, eta: 2 days, 21:07:44, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6711, loss_cls: 2.5419, loss: 2.5419, grad_norm: 2.4904 2021-07-09 20:42:34,184 - mmaction - INFO - Epoch [113][1300/1879] lr: 5.975e-02, eta: 2 days, 21:07:24, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6836, loss_cls: 2.4943, loss: 2.4943, grad_norm: 2.4466 2021-07-09 20:42:51,667 - mmaction - INFO - Epoch [113][1320/1879] lr: 5.975e-02, eta: 2 days, 21:07:04, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6840, loss_cls: 2.4910, loss: 2.4910, grad_norm: 2.5163 2021-07-09 20:43:09,185 - mmaction - INFO - Epoch [113][1340/1879] lr: 5.975e-02, eta: 2 days, 21:06:45, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6750, loss_cls: 2.5366, loss: 2.5366, grad_norm: 2.6038 2021-07-09 20:43:26,719 - mmaction - INFO - Epoch [113][1360/1879] lr: 5.975e-02, eta: 2 days, 21:06:25, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6652, loss_cls: 2.5662, loss: 2.5662, grad_norm: 2.5631 2021-07-09 20:43:44,253 - mmaction - INFO - Epoch [113][1380/1879] lr: 5.975e-02, eta: 2 days, 21:06:05, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6660, loss_cls: 2.5659, loss: 2.5659, grad_norm: 2.5268 2021-07-09 20:44:01,769 - mmaction - INFO - Epoch [113][1400/1879] lr: 5.975e-02, eta: 2 days, 21:05:46, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6762, loss_cls: 2.5302, loss: 2.5302, grad_norm: 2.5206 2021-07-09 20:44:19,142 - mmaction - INFO - Epoch [113][1420/1879] lr: 5.975e-02, eta: 2 days, 21:05:26, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4062, top5_acc: 0.6594, loss_cls: 2.6341, loss: 2.6341, grad_norm: 2.5425 2021-07-09 20:44:36,771 - mmaction - INFO - Epoch [113][1440/1879] lr: 5.975e-02, eta: 2 days, 21:05:06, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6711, loss_cls: 2.5659, loss: 2.5659, grad_norm: 2.5294 2021-07-09 20:44:54,272 - mmaction - INFO - Epoch [113][1460/1879] lr: 5.975e-02, eta: 2 days, 21:04:46, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6914, loss_cls: 2.5134, loss: 2.5134, grad_norm: 2.4869 2021-07-09 20:45:11,778 - mmaction - INFO - Epoch [113][1480/1879] lr: 5.975e-02, eta: 2 days, 21:04:27, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4109, top5_acc: 0.6703, loss_cls: 2.5759, loss: 2.5759, grad_norm: 2.5088 2021-07-09 20:45:29,213 - mmaction - INFO - Epoch [113][1500/1879] lr: 5.975e-02, eta: 2 days, 21:04:07, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6738, loss_cls: 2.5313, loss: 2.5313, grad_norm: 2.4454 2021-07-09 20:45:46,572 - mmaction - INFO - Epoch [113][1520/1879] lr: 5.975e-02, eta: 2 days, 21:03:47, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6820, loss_cls: 2.5479, loss: 2.5479, grad_norm: 2.5293 2021-07-09 20:46:04,115 - mmaction - INFO - Epoch [113][1540/1879] lr: 5.975e-02, eta: 2 days, 21:03:27, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6742, loss_cls: 2.5312, loss: 2.5312, grad_norm: 2.5425 2021-07-09 20:46:21,616 - mmaction - INFO - Epoch [113][1560/1879] lr: 5.975e-02, eta: 2 days, 21:03:08, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6762, loss_cls: 2.5250, loss: 2.5250, grad_norm: 2.5410 2021-07-09 20:46:39,042 - mmaction - INFO - Epoch [113][1580/1879] lr: 5.975e-02, eta: 2 days, 21:02:48, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6797, loss_cls: 2.5171, loss: 2.5171, grad_norm: 2.5401 2021-07-09 20:46:56,585 - mmaction - INFO - Epoch [113][1600/1879] lr: 5.975e-02, eta: 2 days, 21:02:28, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4078, top5_acc: 0.6656, loss_cls: 2.6161, loss: 2.6161, grad_norm: 2.5798 2021-07-09 20:47:14,155 - mmaction - INFO - Epoch [113][1620/1879] lr: 5.975e-02, eta: 2 days, 21:02:08, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6934, loss_cls: 2.4986, loss: 2.4986, grad_norm: 2.4937 2021-07-09 20:47:31,628 - mmaction - INFO - Epoch [113][1640/1879] lr: 5.975e-02, eta: 2 days, 21:01:49, time: 0.873, data_time: 0.007, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6738, loss_cls: 2.5895, loss: 2.5895, grad_norm: 2.5733 2021-07-09 20:47:49,075 - mmaction - INFO - Epoch [113][1660/1879] lr: 5.975e-02, eta: 2 days, 21:01:29, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6539, loss_cls: 2.6264, loss: 2.6264, grad_norm: 2.5827 2021-07-09 20:48:06,658 - mmaction - INFO - Epoch [113][1680/1879] lr: 5.975e-02, eta: 2 days, 21:01:09, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6562, loss_cls: 2.6317, loss: 2.6317, grad_norm: 2.4722 2021-07-09 20:48:24,077 - mmaction - INFO - Epoch [113][1700/1879] lr: 5.975e-02, eta: 2 days, 21:00:49, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6734, loss_cls: 2.5521, loss: 2.5521, grad_norm: 2.4717 2021-07-09 20:48:41,612 - mmaction - INFO - Epoch [113][1720/1879] lr: 5.975e-02, eta: 2 days, 21:00:30, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6863, loss_cls: 2.4904, loss: 2.4904, grad_norm: 2.4912 2021-07-09 20:48:59,032 - mmaction - INFO - Epoch [113][1740/1879] lr: 5.975e-02, eta: 2 days, 21:00:10, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6840, loss_cls: 2.4977, loss: 2.4977, grad_norm: 2.5408 2021-07-09 20:49:16,406 - mmaction - INFO - Epoch [113][1760/1879] lr: 5.975e-02, eta: 2 days, 20:59:50, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6734, loss_cls: 2.5162, loss: 2.5162, grad_norm: 2.5507 2021-07-09 20:49:33,865 - mmaction - INFO - Epoch [113][1780/1879] lr: 5.975e-02, eta: 2 days, 20:59:30, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6805, loss_cls: 2.5235, loss: 2.5235, grad_norm: 2.5178 2021-07-09 20:49:51,211 - mmaction - INFO - Epoch [113][1800/1879] lr: 5.975e-02, eta: 2 days, 20:59:10, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6809, loss_cls: 2.4886, loss: 2.4886, grad_norm: 2.4938 2021-07-09 20:50:08,790 - mmaction - INFO - Epoch [113][1820/1879] lr: 5.975e-02, eta: 2 days, 20:58:51, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4156, top5_acc: 0.6719, loss_cls: 2.6426, loss: 2.6426, grad_norm: 2.5837 2021-07-09 20:50:26,138 - mmaction - INFO - Epoch [113][1840/1879] lr: 5.975e-02, eta: 2 days, 20:58:31, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6746, loss_cls: 2.4974, loss: 2.4974, grad_norm: 2.5682 2021-07-09 20:50:43,606 - mmaction - INFO - Epoch [113][1860/1879] lr: 5.975e-02, eta: 2 days, 20:58:11, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6754, loss_cls: 2.5600, loss: 2.5600, grad_norm: 2.5877 2021-07-09 20:52:40,289 - mmaction - INFO - Epoch [114][20/1879] lr: 5.915e-02, eta: 2 days, 20:58:50, time: 4.763, data_time: 3.436, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6832, loss_cls: 2.5281, loss: 2.5281, grad_norm: 2.5135 2021-07-09 20:52:57,767 - mmaction - INFO - Epoch [114][40/1879] lr: 5.915e-02, eta: 2 days, 20:58:30, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6754, loss_cls: 2.5537, loss: 2.5537, grad_norm: 2.5571 2021-07-09 20:53:15,258 - mmaction - INFO - Epoch [114][60/1879] lr: 5.915e-02, eta: 2 days, 20:58:10, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6949, loss_cls: 2.4738, loss: 2.4738, grad_norm: 2.5456 2021-07-09 20:53:32,590 - mmaction - INFO - Epoch [114][80/1879] lr: 5.915e-02, eta: 2 days, 20:57:51, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6805, loss_cls: 2.4980, loss: 2.4980, grad_norm: 2.4765 2021-07-09 20:53:50,106 - mmaction - INFO - Epoch [114][100/1879] lr: 5.915e-02, eta: 2 days, 20:57:31, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6852, loss_cls: 2.4585, loss: 2.4585, grad_norm: 2.5089 2021-07-09 20:54:07,581 - mmaction - INFO - Epoch [114][120/1879] lr: 5.915e-02, eta: 2 days, 20:57:11, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6801, loss_cls: 2.5192, loss: 2.5192, grad_norm: 2.5753 2021-07-09 20:54:25,066 - mmaction - INFO - Epoch [114][140/1879] lr: 5.915e-02, eta: 2 days, 20:56:51, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6633, loss_cls: 2.5238, loss: 2.5238, grad_norm: 2.5275 2021-07-09 20:54:42,427 - mmaction - INFO - Epoch [114][160/1879] lr: 5.915e-02, eta: 2 days, 20:56:31, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6852, loss_cls: 2.4833, loss: 2.4833, grad_norm: 2.5571 2021-07-09 20:54:59,848 - mmaction - INFO - Epoch [114][180/1879] lr: 5.915e-02, eta: 2 days, 20:56:12, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6738, loss_cls: 2.5569, loss: 2.5569, grad_norm: 2.5114 2021-07-09 20:55:17,242 - mmaction - INFO - Epoch [114][200/1879] lr: 5.915e-02, eta: 2 days, 20:55:52, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6738, loss_cls: 2.5260, loss: 2.5260, grad_norm: 2.5545 2021-07-09 20:55:34,673 - mmaction - INFO - Epoch [114][220/1879] lr: 5.915e-02, eta: 2 days, 20:55:32, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6848, loss_cls: 2.5178, loss: 2.5178, grad_norm: 2.5020 2021-07-09 20:55:52,179 - mmaction - INFO - Epoch [114][240/1879] lr: 5.915e-02, eta: 2 days, 20:55:12, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6953, loss_cls: 2.4399, loss: 2.4399, grad_norm: 2.5452 2021-07-09 20:56:09,671 - mmaction - INFO - Epoch [114][260/1879] lr: 5.915e-02, eta: 2 days, 20:54:52, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6945, loss_cls: 2.4434, loss: 2.4434, grad_norm: 2.5547 2021-07-09 20:56:27,145 - mmaction - INFO - Epoch [114][280/1879] lr: 5.915e-02, eta: 2 days, 20:54:33, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6750, loss_cls: 2.5680, loss: 2.5680, grad_norm: 2.5591 2021-07-09 20:56:44,587 - mmaction - INFO - Epoch [114][300/1879] lr: 5.915e-02, eta: 2 days, 20:54:13, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6613, loss_cls: 2.6061, loss: 2.6061, grad_norm: 2.5749 2021-07-09 20:57:02,118 - mmaction - INFO - Epoch [114][320/1879] lr: 5.915e-02, eta: 2 days, 20:53:53, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6848, loss_cls: 2.4831, loss: 2.4831, grad_norm: 2.4882 2021-07-09 20:57:19,606 - mmaction - INFO - Epoch [114][340/1879] lr: 5.915e-02, eta: 2 days, 20:53:33, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6977, loss_cls: 2.4396, loss: 2.4396, grad_norm: 2.4731 2021-07-09 20:57:37,124 - mmaction - INFO - Epoch [114][360/1879] lr: 5.915e-02, eta: 2 days, 20:53:14, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6785, loss_cls: 2.5236, loss: 2.5236, grad_norm: 2.5171 2021-07-09 20:57:54,673 - mmaction - INFO - Epoch [114][380/1879] lr: 5.915e-02, eta: 2 days, 20:52:54, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6777, loss_cls: 2.4783, loss: 2.4783, grad_norm: 2.4821 2021-07-09 20:58:12,029 - mmaction - INFO - Epoch [114][400/1879] lr: 5.915e-02, eta: 2 days, 20:52:34, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6762, loss_cls: 2.5205, loss: 2.5205, grad_norm: 2.5723 2021-07-09 20:58:29,374 - mmaction - INFO - Epoch [114][420/1879] lr: 5.915e-02, eta: 2 days, 20:52:14, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6922, loss_cls: 2.5008, loss: 2.5008, grad_norm: 2.5764 2021-07-09 20:58:46,951 - mmaction - INFO - Epoch [114][440/1879] lr: 5.915e-02, eta: 2 days, 20:51:55, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6797, loss_cls: 2.5592, loss: 2.5592, grad_norm: 2.6149 2021-07-09 20:59:04,438 - mmaction - INFO - Epoch [114][460/1879] lr: 5.915e-02, eta: 2 days, 20:51:35, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6863, loss_cls: 2.5319, loss: 2.5319, grad_norm: 2.5185 2021-07-09 20:59:22,021 - mmaction - INFO - Epoch [114][480/1879] lr: 5.915e-02, eta: 2 days, 20:51:15, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6734, loss_cls: 2.5656, loss: 2.5656, grad_norm: 2.5518 2021-07-09 20:59:39,391 - mmaction - INFO - Epoch [114][500/1879] lr: 5.915e-02, eta: 2 days, 20:50:55, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6844, loss_cls: 2.4601, loss: 2.4601, grad_norm: 2.5452 2021-07-09 20:59:56,830 - mmaction - INFO - Epoch [114][520/1879] lr: 5.915e-02, eta: 2 days, 20:50:36, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6926, loss_cls: 2.4678, loss: 2.4678, grad_norm: 2.5260 2021-07-09 21:00:14,322 - mmaction - INFO - Epoch [114][540/1879] lr: 5.915e-02, eta: 2 days, 20:50:16, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6699, loss_cls: 2.4972, loss: 2.4972, grad_norm: 2.5344 2021-07-09 21:00:31,922 - mmaction - INFO - Epoch [114][560/1879] lr: 5.915e-02, eta: 2 days, 20:49:56, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6605, loss_cls: 2.5996, loss: 2.5996, grad_norm: 2.5554 2021-07-09 21:00:49,359 - mmaction - INFO - Epoch [114][580/1879] lr: 5.915e-02, eta: 2 days, 20:49:36, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6844, loss_cls: 2.4912, loss: 2.4912, grad_norm: 2.5475 2021-07-09 21:01:06,721 - mmaction - INFO - Epoch [114][600/1879] lr: 5.915e-02, eta: 2 days, 20:49:17, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6797, loss_cls: 2.5611, loss: 2.5611, grad_norm: 2.5802 2021-07-09 21:01:24,135 - mmaction - INFO - Epoch [114][620/1879] lr: 5.915e-02, eta: 2 days, 20:48:57, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6637, loss_cls: 2.5655, loss: 2.5655, grad_norm: 2.5229 2021-07-09 21:01:41,642 - mmaction - INFO - Epoch [114][640/1879] lr: 5.915e-02, eta: 2 days, 20:48:37, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6875, loss_cls: 2.4777, loss: 2.4777, grad_norm: 2.5036 2021-07-09 21:01:59,111 - mmaction - INFO - Epoch [114][660/1879] lr: 5.915e-02, eta: 2 days, 20:48:17, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6832, loss_cls: 2.5120, loss: 2.5120, grad_norm: 2.5142 2021-07-09 21:02:16,658 - mmaction - INFO - Epoch [114][680/1879] lr: 5.915e-02, eta: 2 days, 20:47:58, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6758, loss_cls: 2.5550, loss: 2.5550, grad_norm: 2.5136 2021-07-09 21:02:34,000 - mmaction - INFO - Epoch [114][700/1879] lr: 5.915e-02, eta: 2 days, 20:47:38, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6852, loss_cls: 2.5000, loss: 2.5000, grad_norm: 2.5318 2021-07-09 21:02:51,452 - mmaction - INFO - Epoch [114][720/1879] lr: 5.915e-02, eta: 2 days, 20:47:18, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6777, loss_cls: 2.5263, loss: 2.5263, grad_norm: 2.5217 2021-07-09 21:03:08,873 - mmaction - INFO - Epoch [114][740/1879] lr: 5.915e-02, eta: 2 days, 20:46:58, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6855, loss_cls: 2.5188, loss: 2.5188, grad_norm: 2.5177 2021-07-09 21:03:26,422 - mmaction - INFO - Epoch [114][760/1879] lr: 5.915e-02, eta: 2 days, 20:46:38, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6828, loss_cls: 2.5217, loss: 2.5217, grad_norm: 2.5031 2021-07-09 21:03:43,683 - mmaction - INFO - Epoch [114][780/1879] lr: 5.915e-02, eta: 2 days, 20:46:18, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6762, loss_cls: 2.5668, loss: 2.5668, grad_norm: 2.6022 2021-07-09 21:04:01,030 - mmaction - INFO - Epoch [114][800/1879] lr: 5.915e-02, eta: 2 days, 20:45:59, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6707, loss_cls: 2.5575, loss: 2.5575, grad_norm: 2.5371 2021-07-09 21:04:18,530 - mmaction - INFO - Epoch [114][820/1879] lr: 5.915e-02, eta: 2 days, 20:45:39, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6945, loss_cls: 2.4480, loss: 2.4480, grad_norm: 2.5096 2021-07-09 21:04:36,027 - mmaction - INFO - Epoch [114][840/1879] lr: 5.915e-02, eta: 2 days, 20:45:19, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6770, loss_cls: 2.5609, loss: 2.5609, grad_norm: 2.5811 2021-07-09 21:04:53,467 - mmaction - INFO - Epoch [114][860/1879] lr: 5.915e-02, eta: 2 days, 20:44:59, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6781, loss_cls: 2.5188, loss: 2.5188, grad_norm: 2.5169 2021-07-09 21:05:10,919 - mmaction - INFO - Epoch [114][880/1879] lr: 5.915e-02, eta: 2 days, 20:44:40, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6813, loss_cls: 2.5304, loss: 2.5304, grad_norm: 2.5491 2021-07-09 21:05:28,339 - mmaction - INFO - Epoch [114][900/1879] lr: 5.915e-02, eta: 2 days, 20:44:20, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6758, loss_cls: 2.5198, loss: 2.5198, grad_norm: 2.5171 2021-07-09 21:05:45,810 - mmaction - INFO - Epoch [114][920/1879] lr: 5.915e-02, eta: 2 days, 20:44:00, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6742, loss_cls: 2.5455, loss: 2.5455, grad_norm: 2.5464 2021-07-09 21:06:03,464 - mmaction - INFO - Epoch [114][940/1879] lr: 5.915e-02, eta: 2 days, 20:43:40, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6656, loss_cls: 2.6153, loss: 2.6153, grad_norm: 2.5387 2021-07-09 21:06:20,891 - mmaction - INFO - Epoch [114][960/1879] lr: 5.915e-02, eta: 2 days, 20:43:21, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6758, loss_cls: 2.5158, loss: 2.5158, grad_norm: 2.5133 2021-07-09 21:06:38,456 - mmaction - INFO - Epoch [114][980/1879] lr: 5.915e-02, eta: 2 days, 20:43:01, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6766, loss_cls: 2.5184, loss: 2.5184, grad_norm: 2.4744 2021-07-09 21:06:55,761 - mmaction - INFO - Epoch [114][1000/1879] lr: 5.915e-02, eta: 2 days, 20:42:41, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6926, loss_cls: 2.4628, loss: 2.4628, grad_norm: 2.4546 2021-07-09 21:07:13,199 - mmaction - INFO - Epoch [114][1020/1879] lr: 5.915e-02, eta: 2 days, 20:42:21, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4090, top5_acc: 0.6570, loss_cls: 2.6308, loss: 2.6308, grad_norm: 2.5472 2021-07-09 21:07:30,602 - mmaction - INFO - Epoch [114][1040/1879] lr: 5.915e-02, eta: 2 days, 20:42:01, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6727, loss_cls: 2.5744, loss: 2.5744, grad_norm: 2.4753 2021-07-09 21:07:48,031 - mmaction - INFO - Epoch [114][1060/1879] lr: 5.915e-02, eta: 2 days, 20:41:42, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6660, loss_cls: 2.5694, loss: 2.5694, grad_norm: 2.4716 2021-07-09 21:08:05,490 - mmaction - INFO - Epoch [114][1080/1879] lr: 5.915e-02, eta: 2 days, 20:41:22, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6828, loss_cls: 2.4819, loss: 2.4819, grad_norm: 2.4772 2021-07-09 21:08:23,046 - mmaction - INFO - Epoch [114][1100/1879] lr: 5.915e-02, eta: 2 days, 20:41:02, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6727, loss_cls: 2.5212, loss: 2.5212, grad_norm: 2.5175 2021-07-09 21:08:40,433 - mmaction - INFO - Epoch [114][1120/1879] lr: 5.915e-02, eta: 2 days, 20:40:42, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6648, loss_cls: 2.5900, loss: 2.5900, grad_norm: 2.5113 2021-07-09 21:08:58,030 - mmaction - INFO - Epoch [114][1140/1879] lr: 5.915e-02, eta: 2 days, 20:40:23, time: 0.881, data_time: 0.007, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6832, loss_cls: 2.4998, loss: 2.4998, grad_norm: 2.5267 2021-07-09 21:09:15,470 - mmaction - INFO - Epoch [114][1160/1879] lr: 5.915e-02, eta: 2 days, 20:40:03, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6730, loss_cls: 2.5333, loss: 2.5333, grad_norm: 2.5998 2021-07-09 21:09:32,859 - mmaction - INFO - Epoch [114][1180/1879] lr: 5.915e-02, eta: 2 days, 20:39:43, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6719, loss_cls: 2.5366, loss: 2.5366, grad_norm: 2.5139 2021-07-09 21:09:50,260 - mmaction - INFO - Epoch [114][1200/1879] lr: 5.915e-02, eta: 2 days, 20:39:23, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4121, top5_acc: 0.6590, loss_cls: 2.6393, loss: 2.6393, grad_norm: 2.5679 2021-07-09 21:10:07,706 - mmaction - INFO - Epoch [114][1220/1879] lr: 5.915e-02, eta: 2 days, 20:39:04, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6719, loss_cls: 2.5364, loss: 2.5364, grad_norm: 2.4384 2021-07-09 21:10:25,116 - mmaction - INFO - Epoch [114][1240/1879] lr: 5.915e-02, eta: 2 days, 20:38:44, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6926, loss_cls: 2.4565, loss: 2.4565, grad_norm: 2.4930 2021-07-09 21:10:42,653 - mmaction - INFO - Epoch [114][1260/1879] lr: 5.915e-02, eta: 2 days, 20:38:24, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6836, loss_cls: 2.5026, loss: 2.5026, grad_norm: 2.5208 2021-07-09 21:11:00,178 - mmaction - INFO - Epoch [114][1280/1879] lr: 5.915e-02, eta: 2 days, 20:38:04, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6922, loss_cls: 2.4604, loss: 2.4604, grad_norm: 2.5705 2021-07-09 21:11:17,593 - mmaction - INFO - Epoch [114][1300/1879] lr: 5.915e-02, eta: 2 days, 20:37:45, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6797, loss_cls: 2.5415, loss: 2.5415, grad_norm: 2.5563 2021-07-09 21:11:35,104 - mmaction - INFO - Epoch [114][1320/1879] lr: 5.915e-02, eta: 2 days, 20:37:25, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6793, loss_cls: 2.5303, loss: 2.5303, grad_norm: 2.5520 2021-07-09 21:11:52,623 - mmaction - INFO - Epoch [114][1340/1879] lr: 5.915e-02, eta: 2 days, 20:37:05, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6715, loss_cls: 2.5811, loss: 2.5811, grad_norm: 2.5662 2021-07-09 21:12:10,151 - mmaction - INFO - Epoch [114][1360/1879] lr: 5.915e-02, eta: 2 days, 20:36:46, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6625, loss_cls: 2.5930, loss: 2.5930, grad_norm: 2.5555 2021-07-09 21:12:27,536 - mmaction - INFO - Epoch [114][1380/1879] lr: 5.915e-02, eta: 2 days, 20:36:26, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6793, loss_cls: 2.5460, loss: 2.5460, grad_norm: 2.5354 2021-07-09 21:12:45,117 - mmaction - INFO - Epoch [114][1400/1879] lr: 5.915e-02, eta: 2 days, 20:36:06, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6855, loss_cls: 2.4986, loss: 2.4986, grad_norm: 2.4408 2021-07-09 21:13:02,545 - mmaction - INFO - Epoch [114][1420/1879] lr: 5.915e-02, eta: 2 days, 20:35:46, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6602, loss_cls: 2.6378, loss: 2.6378, grad_norm: 2.5790 2021-07-09 21:13:20,142 - mmaction - INFO - Epoch [114][1440/1879] lr: 5.915e-02, eta: 2 days, 20:35:27, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6695, loss_cls: 2.5853, loss: 2.5853, grad_norm: 2.5900 2021-07-09 21:13:37,580 - mmaction - INFO - Epoch [114][1460/1879] lr: 5.915e-02, eta: 2 days, 20:35:07, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6773, loss_cls: 2.5078, loss: 2.5078, grad_norm: 2.4766 2021-07-09 21:13:55,059 - mmaction - INFO - Epoch [114][1480/1879] lr: 5.915e-02, eta: 2 days, 20:34:47, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6691, loss_cls: 2.5610, loss: 2.5610, grad_norm: 2.5512 2021-07-09 21:14:12,441 - mmaction - INFO - Epoch [114][1500/1879] lr: 5.915e-02, eta: 2 days, 20:34:27, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6715, loss_cls: 2.5650, loss: 2.5650, grad_norm: 2.4997 2021-07-09 21:14:30,042 - mmaction - INFO - Epoch [114][1520/1879] lr: 5.915e-02, eta: 2 days, 20:34:08, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6723, loss_cls: 2.5219, loss: 2.5219, grad_norm: 2.5020 2021-07-09 21:14:47,363 - mmaction - INFO - Epoch [114][1540/1879] lr: 5.915e-02, eta: 2 days, 20:33:48, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6824, loss_cls: 2.5623, loss: 2.5623, grad_norm: 2.5482 2021-07-09 21:15:04,911 - mmaction - INFO - Epoch [114][1560/1879] lr: 5.915e-02, eta: 2 days, 20:33:28, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4105, top5_acc: 0.6609, loss_cls: 2.6193, loss: 2.6193, grad_norm: 2.5681 2021-07-09 21:15:22,383 - mmaction - INFO - Epoch [114][1580/1879] lr: 5.915e-02, eta: 2 days, 20:33:08, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4102, top5_acc: 0.6707, loss_cls: 2.6093, loss: 2.6093, grad_norm: 2.5821 2021-07-09 21:15:39,778 - mmaction - INFO - Epoch [114][1600/1879] lr: 5.915e-02, eta: 2 days, 20:32:49, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6836, loss_cls: 2.5198, loss: 2.5198, grad_norm: 2.4682 2021-07-09 21:15:57,198 - mmaction - INFO - Epoch [114][1620/1879] lr: 5.915e-02, eta: 2 days, 20:32:29, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6848, loss_cls: 2.5461, loss: 2.5461, grad_norm: 2.5646 2021-07-09 21:16:14,783 - mmaction - INFO - Epoch [114][1640/1879] lr: 5.915e-02, eta: 2 days, 20:32:09, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6719, loss_cls: 2.5804, loss: 2.5804, grad_norm: 2.5213 2021-07-09 21:16:32,215 - mmaction - INFO - Epoch [114][1660/1879] lr: 5.915e-02, eta: 2 days, 20:31:50, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6699, loss_cls: 2.5460, loss: 2.5460, grad_norm: 2.4700 2021-07-09 21:16:49,671 - mmaction - INFO - Epoch [114][1680/1879] lr: 5.915e-02, eta: 2 days, 20:31:30, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6734, loss_cls: 2.5848, loss: 2.5848, grad_norm: 2.4661 2021-07-09 21:17:07,039 - mmaction - INFO - Epoch [114][1700/1879] lr: 5.915e-02, eta: 2 days, 20:31:10, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6664, loss_cls: 2.6166, loss: 2.6166, grad_norm: 2.5176 2021-07-09 21:17:24,457 - mmaction - INFO - Epoch [114][1720/1879] lr: 5.915e-02, eta: 2 days, 20:30:50, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6746, loss_cls: 2.5183, loss: 2.5183, grad_norm: 2.5229 2021-07-09 21:17:41,776 - mmaction - INFO - Epoch [114][1740/1879] lr: 5.915e-02, eta: 2 days, 20:30:30, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6805, loss_cls: 2.5269, loss: 2.5269, grad_norm: 2.5119 2021-07-09 21:17:59,336 - mmaction - INFO - Epoch [114][1760/1879] lr: 5.915e-02, eta: 2 days, 20:30:11, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6680, loss_cls: 2.5240, loss: 2.5240, grad_norm: 2.5602 2021-07-09 21:18:16,706 - mmaction - INFO - Epoch [114][1780/1879] lr: 5.915e-02, eta: 2 days, 20:29:51, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6926, loss_cls: 2.4927, loss: 2.4927, grad_norm: 2.4928 2021-07-09 21:18:34,212 - mmaction - INFO - Epoch [114][1800/1879] lr: 5.915e-02, eta: 2 days, 20:29:31, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6734, loss_cls: 2.5427, loss: 2.5427, grad_norm: 2.5288 2021-07-09 21:18:51,805 - mmaction - INFO - Epoch [114][1820/1879] lr: 5.915e-02, eta: 2 days, 20:29:11, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6875, loss_cls: 2.5082, loss: 2.5082, grad_norm: 2.5492 2021-07-09 21:19:09,206 - mmaction - INFO - Epoch [114][1840/1879] lr: 5.915e-02, eta: 2 days, 20:28:52, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6805, loss_cls: 2.5062, loss: 2.5062, grad_norm: 2.5067 2021-07-09 21:19:26,575 - mmaction - INFO - Epoch [114][1860/1879] lr: 5.915e-02, eta: 2 days, 20:28:32, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6738, loss_cls: 2.5276, loss: 2.5276, grad_norm: 2.4997 2021-07-09 21:22:13,389 - mmaction - INFO - Epoch [115][20/1879] lr: 5.855e-02, eta: 2 days, 20:30:17, time: 7.474, data_time: 5.892, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6754, loss_cls: 2.5083, loss: 2.5083, grad_norm: 2.5551 2021-07-09 21:22:30,606 - mmaction - INFO - Epoch [115][40/1879] lr: 5.855e-02, eta: 2 days, 20:29:57, time: 0.860, data_time: 0.007, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6723, loss_cls: 2.5536, loss: 2.5536, grad_norm: 2.5057 2021-07-09 21:22:47,713 - mmaction - INFO - Epoch [115][60/1879] lr: 5.855e-02, eta: 2 days, 20:29:37, time: 0.857, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6691, loss_cls: 2.5446, loss: 2.5446, grad_norm: 2.5784 2021-07-09 21:23:05,102 - mmaction - INFO - Epoch [115][80/1879] lr: 5.855e-02, eta: 2 days, 20:29:17, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6738, loss_cls: 2.5193, loss: 2.5193, grad_norm: 2.5246 2021-07-09 21:23:22,605 - mmaction - INFO - Epoch [115][100/1879] lr: 5.855e-02, eta: 2 days, 20:28:57, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6844, loss_cls: 2.4685, loss: 2.4685, grad_norm: 2.5078 2021-07-09 21:23:40,004 - mmaction - INFO - Epoch [115][120/1879] lr: 5.855e-02, eta: 2 days, 20:28:37, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6832, loss_cls: 2.4983, loss: 2.4983, grad_norm: 2.5612 2021-07-09 21:23:57,451 - mmaction - INFO - Epoch [115][140/1879] lr: 5.855e-02, eta: 2 days, 20:28:18, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6699, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.5926 2021-07-09 21:24:14,894 - mmaction - INFO - Epoch [115][160/1879] lr: 5.855e-02, eta: 2 days, 20:27:58, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6746, loss_cls: 2.5407, loss: 2.5407, grad_norm: 2.5231 2021-07-09 21:24:32,306 - mmaction - INFO - Epoch [115][180/1879] lr: 5.855e-02, eta: 2 days, 20:27:38, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6730, loss_cls: 2.4773, loss: 2.4773, grad_norm: 2.4788 2021-07-09 21:24:49,717 - mmaction - INFO - Epoch [115][200/1879] lr: 5.855e-02, eta: 2 days, 20:27:18, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6930, loss_cls: 2.4437, loss: 2.4437, grad_norm: 2.4924 2021-07-09 21:25:07,249 - mmaction - INFO - Epoch [115][220/1879] lr: 5.855e-02, eta: 2 days, 20:26:59, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4562, top5_acc: 0.7098, loss_cls: 2.4186, loss: 2.4186, grad_norm: 2.5437 2021-07-09 21:25:24,677 - mmaction - INFO - Epoch [115][240/1879] lr: 5.855e-02, eta: 2 days, 20:26:39, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6937, loss_cls: 2.4627, loss: 2.4627, grad_norm: 2.5555 2021-07-09 21:25:42,200 - mmaction - INFO - Epoch [115][260/1879] lr: 5.855e-02, eta: 2 days, 20:26:19, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6727, loss_cls: 2.5291, loss: 2.5291, grad_norm: 2.5750 2021-07-09 21:25:59,704 - mmaction - INFO - Epoch [115][280/1879] lr: 5.855e-02, eta: 2 days, 20:25:59, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6777, loss_cls: 2.5528, loss: 2.5528, grad_norm: 2.5187 2021-07-09 21:26:17,227 - mmaction - INFO - Epoch [115][300/1879] lr: 5.855e-02, eta: 2 days, 20:25:40, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4168, top5_acc: 0.6691, loss_cls: 2.5869, loss: 2.5869, grad_norm: 2.5092 2021-07-09 21:26:34,785 - mmaction - INFO - Epoch [115][320/1879] lr: 5.855e-02, eta: 2 days, 20:25:20, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6855, loss_cls: 2.4443, loss: 2.4443, grad_norm: 2.5386 2021-07-09 21:26:52,165 - mmaction - INFO - Epoch [115][340/1879] lr: 5.855e-02, eta: 2 days, 20:25:00, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6910, loss_cls: 2.4836, loss: 2.4836, grad_norm: 2.5644 2021-07-09 21:27:09,712 - mmaction - INFO - Epoch [115][360/1879] lr: 5.855e-02, eta: 2 days, 20:24:40, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6598, loss_cls: 2.5867, loss: 2.5867, grad_norm: 2.5584 2021-07-09 21:27:27,296 - mmaction - INFO - Epoch [115][380/1879] lr: 5.855e-02, eta: 2 days, 20:24:21, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6672, loss_cls: 2.5780, loss: 2.5780, grad_norm: 2.5373 2021-07-09 21:27:44,893 - mmaction - INFO - Epoch [115][400/1879] lr: 5.855e-02, eta: 2 days, 20:24:01, time: 0.883, data_time: 0.006, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6867, loss_cls: 2.4794, loss: 2.4794, grad_norm: 2.5226 2021-07-09 21:28:02,360 - mmaction - INFO - Epoch [115][420/1879] lr: 5.855e-02, eta: 2 days, 20:23:41, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6785, loss_cls: 2.5518, loss: 2.5518, grad_norm: 2.6091 2021-07-09 21:28:19,758 - mmaction - INFO - Epoch [115][440/1879] lr: 5.855e-02, eta: 2 days, 20:23:22, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6773, loss_cls: 2.5385, loss: 2.5385, grad_norm: 2.5869 2021-07-09 21:28:37,305 - mmaction - INFO - Epoch [115][460/1879] lr: 5.855e-02, eta: 2 days, 20:23:02, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6945, loss_cls: 2.4549, loss: 2.4549, grad_norm: 2.4953 2021-07-09 21:28:54,809 - mmaction - INFO - Epoch [115][480/1879] lr: 5.855e-02, eta: 2 days, 20:22:42, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6734, loss_cls: 2.5537, loss: 2.5537, grad_norm: 2.5545 2021-07-09 21:29:12,283 - mmaction - INFO - Epoch [115][500/1879] lr: 5.855e-02, eta: 2 days, 20:22:23, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6863, loss_cls: 2.5006, loss: 2.5006, grad_norm: 2.5265 2021-07-09 21:29:29,710 - mmaction - INFO - Epoch [115][520/1879] lr: 5.855e-02, eta: 2 days, 20:22:03, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6777, loss_cls: 2.4744, loss: 2.4744, grad_norm: 2.5121 2021-07-09 21:29:47,100 - mmaction - INFO - Epoch [115][540/1879] lr: 5.855e-02, eta: 2 days, 20:21:43, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6789, loss_cls: 2.5367, loss: 2.5367, grad_norm: 2.5699 2021-07-09 21:30:04,703 - mmaction - INFO - Epoch [115][560/1879] lr: 5.855e-02, eta: 2 days, 20:21:23, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6781, loss_cls: 2.4848, loss: 2.4848, grad_norm: 2.5413 2021-07-09 21:30:22,134 - mmaction - INFO - Epoch [115][580/1879] lr: 5.855e-02, eta: 2 days, 20:21:04, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6871, loss_cls: 2.5046, loss: 2.5046, grad_norm: 2.4752 2021-07-09 21:30:39,665 - mmaction - INFO - Epoch [115][600/1879] lr: 5.855e-02, eta: 2 days, 20:20:44, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6793, loss_cls: 2.5072, loss: 2.5072, grad_norm: 2.4952 2021-07-09 21:30:57,200 - mmaction - INFO - Epoch [115][620/1879] lr: 5.855e-02, eta: 2 days, 20:20:24, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6887, loss_cls: 2.5022, loss: 2.5022, grad_norm: 2.5616 2021-07-09 21:31:14,634 - mmaction - INFO - Epoch [115][640/1879] lr: 5.855e-02, eta: 2 days, 20:20:04, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6855, loss_cls: 2.4665, loss: 2.4665, grad_norm: 2.5115 2021-07-09 21:31:32,222 - mmaction - INFO - Epoch [115][660/1879] lr: 5.855e-02, eta: 2 days, 20:19:45, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6695, loss_cls: 2.6374, loss: 2.6374, grad_norm: 2.5442 2021-07-09 21:31:49,706 - mmaction - INFO - Epoch [115][680/1879] lr: 5.855e-02, eta: 2 days, 20:19:25, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6879, loss_cls: 2.4986, loss: 2.4986, grad_norm: 2.4613 2021-07-09 21:32:07,155 - mmaction - INFO - Epoch [115][700/1879] lr: 5.855e-02, eta: 2 days, 20:19:05, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6766, loss_cls: 2.5191, loss: 2.5191, grad_norm: 2.5155 2021-07-09 21:32:24,655 - mmaction - INFO - Epoch [115][720/1879] lr: 5.855e-02, eta: 2 days, 20:18:46, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6844, loss_cls: 2.5163, loss: 2.5163, grad_norm: 2.5186 2021-07-09 21:32:42,193 - mmaction - INFO - Epoch [115][740/1879] lr: 5.855e-02, eta: 2 days, 20:18:26, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.4117, top5_acc: 0.6742, loss_cls: 2.5783, loss: 2.5783, grad_norm: 2.5438 2021-07-09 21:32:59,548 - mmaction - INFO - Epoch [115][760/1879] lr: 5.855e-02, eta: 2 days, 20:18:06, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6836, loss_cls: 2.5173, loss: 2.5173, grad_norm: 2.5137 2021-07-09 21:33:17,110 - mmaction - INFO - Epoch [115][780/1879] lr: 5.855e-02, eta: 2 days, 20:17:47, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6762, loss_cls: 2.5378, loss: 2.5378, grad_norm: 2.5011 2021-07-09 21:33:34,520 - mmaction - INFO - Epoch [115][800/1879] lr: 5.855e-02, eta: 2 days, 20:17:27, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6855, loss_cls: 2.4678, loss: 2.4678, grad_norm: 2.4670 2021-07-09 21:33:51,972 - mmaction - INFO - Epoch [115][820/1879] lr: 5.855e-02, eta: 2 days, 20:17:07, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6777, loss_cls: 2.5286, loss: 2.5286, grad_norm: 2.5577 2021-07-09 21:34:09,402 - mmaction - INFO - Epoch [115][840/1879] lr: 5.855e-02, eta: 2 days, 20:16:47, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6695, loss_cls: 2.5367, loss: 2.5367, grad_norm: 2.5856 2021-07-09 21:34:26,920 - mmaction - INFO - Epoch [115][860/1879] lr: 5.855e-02, eta: 2 days, 20:16:27, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6918, loss_cls: 2.4485, loss: 2.4485, grad_norm: 2.5256 2021-07-09 21:34:44,388 - mmaction - INFO - Epoch [115][880/1879] lr: 5.855e-02, eta: 2 days, 20:16:08, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6746, loss_cls: 2.5558, loss: 2.5558, grad_norm: 2.5748 2021-07-09 21:35:01,801 - mmaction - INFO - Epoch [115][900/1879] lr: 5.855e-02, eta: 2 days, 20:15:48, time: 0.873, data_time: 0.007, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6719, loss_cls: 2.5861, loss: 2.5861, grad_norm: 2.5941 2021-07-09 21:35:19,360 - mmaction - INFO - Epoch [115][920/1879] lr: 5.855e-02, eta: 2 days, 20:15:28, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6719, loss_cls: 2.5507, loss: 2.5507, grad_norm: 2.5263 2021-07-09 21:35:36,823 - mmaction - INFO - Epoch [115][940/1879] lr: 5.855e-02, eta: 2 days, 20:15:09, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6391, loss_cls: 2.6476, loss: 2.6476, grad_norm: 2.5463 2021-07-09 21:35:54,252 - mmaction - INFO - Epoch [115][960/1879] lr: 5.855e-02, eta: 2 days, 20:14:49, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6914, loss_cls: 2.4614, loss: 2.4614, grad_norm: 2.4813 2021-07-09 21:36:11,803 - mmaction - INFO - Epoch [115][980/1879] lr: 5.855e-02, eta: 2 days, 20:14:29, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6926, loss_cls: 2.4596, loss: 2.4596, grad_norm: 2.5229 2021-07-09 21:36:29,127 - mmaction - INFO - Epoch [115][1000/1879] lr: 5.855e-02, eta: 2 days, 20:14:09, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6699, loss_cls: 2.5896, loss: 2.5896, grad_norm: 2.5972 2021-07-09 21:36:46,572 - mmaction - INFO - Epoch [115][1020/1879] lr: 5.855e-02, eta: 2 days, 20:13:49, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6840, loss_cls: 2.4988, loss: 2.4988, grad_norm: 2.5806 2021-07-09 21:37:03,938 - mmaction - INFO - Epoch [115][1040/1879] lr: 5.855e-02, eta: 2 days, 20:13:30, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6738, loss_cls: 2.5481, loss: 2.5481, grad_norm: 2.5200 2021-07-09 21:37:21,564 - mmaction - INFO - Epoch [115][1060/1879] lr: 5.855e-02, eta: 2 days, 20:13:10, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6805, loss_cls: 2.5196, loss: 2.5196, grad_norm: 2.5656 2021-07-09 21:37:38,862 - mmaction - INFO - Epoch [115][1080/1879] lr: 5.855e-02, eta: 2 days, 20:12:50, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6727, loss_cls: 2.5435, loss: 2.5435, grad_norm: 2.5667 2021-07-09 21:37:56,355 - mmaction - INFO - Epoch [115][1100/1879] lr: 5.855e-02, eta: 2 days, 20:12:30, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6840, loss_cls: 2.5614, loss: 2.5614, grad_norm: 2.6013 2021-07-09 21:38:13,878 - mmaction - INFO - Epoch [115][1120/1879] lr: 5.855e-02, eta: 2 days, 20:12:11, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6777, loss_cls: 2.5485, loss: 2.5485, grad_norm: 2.5595 2021-07-09 21:38:31,461 - mmaction - INFO - Epoch [115][1140/1879] lr: 5.855e-02, eta: 2 days, 20:11:51, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6801, loss_cls: 2.5388, loss: 2.5388, grad_norm: 2.5389 2021-07-09 21:38:48,799 - mmaction - INFO - Epoch [115][1160/1879] lr: 5.855e-02, eta: 2 days, 20:11:31, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6727, loss_cls: 2.5499, loss: 2.5499, grad_norm: 2.5859 2021-07-09 21:39:06,260 - mmaction - INFO - Epoch [115][1180/1879] lr: 5.855e-02, eta: 2 days, 20:11:12, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6715, loss_cls: 2.6023, loss: 2.6023, grad_norm: 2.5546 2021-07-09 21:39:23,743 - mmaction - INFO - Epoch [115][1200/1879] lr: 5.855e-02, eta: 2 days, 20:10:52, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4145, top5_acc: 0.6687, loss_cls: 2.6125, loss: 2.6125, grad_norm: 2.5526 2021-07-09 21:39:41,167 - mmaction - INFO - Epoch [115][1220/1879] lr: 5.855e-02, eta: 2 days, 20:10:32, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6727, loss_cls: 2.5263, loss: 2.5263, grad_norm: 2.5290 2021-07-09 21:39:58,580 - mmaction - INFO - Epoch [115][1240/1879] lr: 5.855e-02, eta: 2 days, 20:10:12, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6699, loss_cls: 2.5574, loss: 2.5574, grad_norm: 2.5233 2021-07-09 21:40:16,177 - mmaction - INFO - Epoch [115][1260/1879] lr: 5.855e-02, eta: 2 days, 20:09:53, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6941, loss_cls: 2.4736, loss: 2.4736, grad_norm: 2.5055 2021-07-09 21:40:33,635 - mmaction - INFO - Epoch [115][1280/1879] lr: 5.855e-02, eta: 2 days, 20:09:33, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6840, loss_cls: 2.5003, loss: 2.5003, grad_norm: 2.5606 2021-07-09 21:40:51,155 - mmaction - INFO - Epoch [115][1300/1879] lr: 5.855e-02, eta: 2 days, 20:09:13, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6691, loss_cls: 2.5553, loss: 2.5553, grad_norm: 2.5362 2021-07-09 21:41:08,497 - mmaction - INFO - Epoch [115][1320/1879] lr: 5.855e-02, eta: 2 days, 20:08:53, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6816, loss_cls: 2.4863, loss: 2.4863, grad_norm: 2.4946 2021-07-09 21:41:25,901 - mmaction - INFO - Epoch [115][1340/1879] lr: 5.855e-02, eta: 2 days, 20:08:34, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6816, loss_cls: 2.5537, loss: 2.5537, grad_norm: 2.6037 2021-07-09 21:41:43,301 - mmaction - INFO - Epoch [115][1360/1879] lr: 5.855e-02, eta: 2 days, 20:08:14, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6687, loss_cls: 2.5588, loss: 2.5588, grad_norm: 2.5601 2021-07-09 21:42:00,860 - mmaction - INFO - Epoch [115][1380/1879] lr: 5.855e-02, eta: 2 days, 20:07:54, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6781, loss_cls: 2.5439, loss: 2.5439, grad_norm: 2.5861 2021-07-09 21:42:18,271 - mmaction - INFO - Epoch [115][1400/1879] lr: 5.855e-02, eta: 2 days, 20:07:34, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6832, loss_cls: 2.5113, loss: 2.5113, grad_norm: 2.5069 2021-07-09 21:42:35,787 - mmaction - INFO - Epoch [115][1420/1879] lr: 5.855e-02, eta: 2 days, 20:07:15, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6742, loss_cls: 2.5009, loss: 2.5009, grad_norm: 2.5327 2021-07-09 21:42:53,290 - mmaction - INFO - Epoch [115][1440/1879] lr: 5.855e-02, eta: 2 days, 20:06:55, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6863, loss_cls: 2.4912, loss: 2.4912, grad_norm: 2.5408 2021-07-09 21:43:10,739 - mmaction - INFO - Epoch [115][1460/1879] lr: 5.855e-02, eta: 2 days, 20:06:35, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6934, loss_cls: 2.4720, loss: 2.4720, grad_norm: 2.5573 2021-07-09 21:43:28,198 - mmaction - INFO - Epoch [115][1480/1879] lr: 5.855e-02, eta: 2 days, 20:06:15, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6625, loss_cls: 2.6286, loss: 2.6286, grad_norm: 2.6182 2021-07-09 21:43:45,655 - mmaction - INFO - Epoch [115][1500/1879] lr: 5.855e-02, eta: 2 days, 20:05:56, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6906, loss_cls: 2.4883, loss: 2.4883, grad_norm: 2.5389 2021-07-09 21:44:03,197 - mmaction - INFO - Epoch [115][1520/1879] lr: 5.855e-02, eta: 2 days, 20:05:36, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6785, loss_cls: 2.5035, loss: 2.5035, grad_norm: 2.5047 2021-07-09 21:44:20,598 - mmaction - INFO - Epoch [115][1540/1879] lr: 5.855e-02, eta: 2 days, 20:05:16, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6871, loss_cls: 2.5185, loss: 2.5185, grad_norm: 2.5638 2021-07-09 21:44:38,076 - mmaction - INFO - Epoch [115][1560/1879] lr: 5.855e-02, eta: 2 days, 20:04:57, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4152, top5_acc: 0.6770, loss_cls: 2.5530, loss: 2.5530, grad_norm: 2.5360 2021-07-09 21:44:55,539 - mmaction - INFO - Epoch [115][1580/1879] lr: 5.855e-02, eta: 2 days, 20:04:37, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6727, loss_cls: 2.5556, loss: 2.5556, grad_norm: 2.4926 2021-07-09 21:45:13,141 - mmaction - INFO - Epoch [115][1600/1879] lr: 5.855e-02, eta: 2 days, 20:04:17, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6941, loss_cls: 2.4732, loss: 2.4732, grad_norm: 2.4954 2021-07-09 21:45:30,450 - mmaction - INFO - Epoch [115][1620/1879] lr: 5.855e-02, eta: 2 days, 20:03:57, time: 0.868, data_time: 0.006, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6734, loss_cls: 2.5222, loss: 2.5222, grad_norm: 2.5557 2021-07-09 21:45:47,927 - mmaction - INFO - Epoch [115][1640/1879] lr: 5.855e-02, eta: 2 days, 20:03:38, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6754, loss_cls: 2.5842, loss: 2.5842, grad_norm: 2.5484 2021-07-09 21:46:05,416 - mmaction - INFO - Epoch [115][1660/1879] lr: 5.855e-02, eta: 2 days, 20:03:18, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6871, loss_cls: 2.5315, loss: 2.5315, grad_norm: 2.5721 2021-07-09 21:46:22,911 - mmaction - INFO - Epoch [115][1680/1879] lr: 5.855e-02, eta: 2 days, 20:02:58, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.5148, loss: 2.5148, grad_norm: 2.5883 2021-07-09 21:46:40,327 - mmaction - INFO - Epoch [115][1700/1879] lr: 5.855e-02, eta: 2 days, 20:02:38, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6848, loss_cls: 2.4990, loss: 2.4990, grad_norm: 2.5359 2021-07-09 21:46:57,752 - mmaction - INFO - Epoch [115][1720/1879] lr: 5.855e-02, eta: 2 days, 20:02:19, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6609, loss_cls: 2.5956, loss: 2.5956, grad_norm: 2.5286 2021-07-09 21:47:15,131 - mmaction - INFO - Epoch [115][1740/1879] lr: 5.855e-02, eta: 2 days, 20:01:59, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6785, loss_cls: 2.5988, loss: 2.5988, grad_norm: 2.5182 2021-07-09 21:47:32,738 - mmaction - INFO - Epoch [115][1760/1879] lr: 5.855e-02, eta: 2 days, 20:01:39, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6699, loss_cls: 2.5697, loss: 2.5697, grad_norm: 2.5061 2021-07-09 21:47:50,253 - mmaction - INFO - Epoch [115][1780/1879] lr: 5.855e-02, eta: 2 days, 20:01:20, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6633, loss_cls: 2.5596, loss: 2.5596, grad_norm: 2.5522 2021-07-09 21:48:07,789 - mmaction - INFO - Epoch [115][1800/1879] lr: 5.855e-02, eta: 2 days, 20:01:00, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6762, loss_cls: 2.5072, loss: 2.5072, grad_norm: 2.5423 2021-07-09 21:48:25,274 - mmaction - INFO - Epoch [115][1820/1879] lr: 5.855e-02, eta: 2 days, 20:00:40, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6820, loss_cls: 2.5235, loss: 2.5235, grad_norm: 2.6031 2021-07-09 21:48:42,732 - mmaction - INFO - Epoch [115][1840/1879] lr: 5.855e-02, eta: 2 days, 20:00:21, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6766, loss_cls: 2.5311, loss: 2.5311, grad_norm: 2.5754 2021-07-09 21:49:00,179 - mmaction - INFO - Epoch [115][1860/1879] lr: 5.855e-02, eta: 2 days, 20:00:01, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6781, loss_cls: 2.5921, loss: 2.5921, grad_norm: 2.5719 2021-07-09 21:53:16,879 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-09 21:53:17,740 - mmaction - INFO - top1_acc 0.4866 top5_acc 0.7443 2021-07-09 21:53:17,740 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-09 21:53:17,825 - mmaction - INFO - mean_acc 0.4866 2021-07-09 21:53:19,537 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_115.pth. 2021-07-09 21:53:19,538 - mmaction - INFO - Best top1_acc is 0.4866 at 115 epoch. 2021-07-09 21:53:19,548 - mmaction - INFO - Epoch(val) [115][155] top1_acc: 0.4866, top5_acc: 0.7443, mean_class_accuracy: 0.4866 2021-07-09 21:54:53,619 - mmaction - INFO - Epoch [116][20/1879] lr: 5.794e-02, eta: 2 days, 20:00:36, time: 4.701, data_time: 3.384, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6816, loss_cls: 2.5419, loss: 2.5419, grad_norm: 2.5116 2021-07-09 21:55:10,747 - mmaction - INFO - Epoch [116][40/1879] lr: 5.794e-02, eta: 2 days, 20:00:16, time: 0.857, data_time: 0.006, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6879, loss_cls: 2.4546, loss: 2.4546, grad_norm: 2.5302 2021-07-09 21:55:28,015 - mmaction - INFO - Epoch [116][60/1879] lr: 5.794e-02, eta: 2 days, 19:59:56, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6789, loss_cls: 2.5409, loss: 2.5409, grad_norm: 2.5796 2021-07-09 21:55:45,357 - mmaction - INFO - Epoch [116][80/1879] lr: 5.794e-02, eta: 2 days, 19:59:36, time: 0.867, data_time: 0.006, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6770, loss_cls: 2.4645, loss: 2.4645, grad_norm: 2.5173 2021-07-09 21:56:02,683 - mmaction - INFO - Epoch [116][100/1879] lr: 5.794e-02, eta: 2 days, 19:59:16, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6906, loss_cls: 2.4672, loss: 2.4672, grad_norm: 2.5226 2021-07-09 21:56:20,097 - mmaction - INFO - Epoch [116][120/1879] lr: 5.794e-02, eta: 2 days, 19:58:56, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4422, top5_acc: 0.7004, loss_cls: 2.4432, loss: 2.4432, grad_norm: 2.4995 2021-07-09 21:56:37,452 - mmaction - INFO - Epoch [116][140/1879] lr: 5.794e-02, eta: 2 days, 19:58:36, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6836, loss_cls: 2.5294, loss: 2.5294, grad_norm: 2.5680 2021-07-09 21:56:54,983 - mmaction - INFO - Epoch [116][160/1879] lr: 5.794e-02, eta: 2 days, 19:58:17, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6797, loss_cls: 2.4920, loss: 2.4920, grad_norm: 2.4978 2021-07-09 21:57:12,460 - mmaction - INFO - Epoch [116][180/1879] lr: 5.794e-02, eta: 2 days, 19:57:57, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6926, loss_cls: 2.4501, loss: 2.4501, grad_norm: 2.5537 2021-07-09 21:57:29,955 - mmaction - INFO - Epoch [116][200/1879] lr: 5.794e-02, eta: 2 days, 19:57:37, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6863, loss_cls: 2.4540, loss: 2.4540, grad_norm: 2.5208 2021-07-09 21:57:47,369 - mmaction - INFO - Epoch [116][220/1879] lr: 5.794e-02, eta: 2 days, 19:57:18, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6906, loss_cls: 2.5097, loss: 2.5097, grad_norm: 2.5575 2021-07-09 21:58:04,789 - mmaction - INFO - Epoch [116][240/1879] lr: 5.794e-02, eta: 2 days, 19:56:58, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6820, loss_cls: 2.4809, loss: 2.4809, grad_norm: 2.5947 2021-07-09 21:58:22,229 - mmaction - INFO - Epoch [116][260/1879] lr: 5.794e-02, eta: 2 days, 19:56:38, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6785, loss_cls: 2.5442, loss: 2.5442, grad_norm: 2.5216 2021-07-09 21:58:39,796 - mmaction - INFO - Epoch [116][280/1879] lr: 5.794e-02, eta: 2 days, 19:56:18, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6730, loss_cls: 2.5372, loss: 2.5372, grad_norm: 2.5596 2021-07-09 21:58:57,343 - mmaction - INFO - Epoch [116][300/1879] lr: 5.794e-02, eta: 2 days, 19:55:59, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6805, loss_cls: 2.5144, loss: 2.5144, grad_norm: 2.5873 2021-07-09 21:59:14,866 - mmaction - INFO - Epoch [116][320/1879] lr: 5.794e-02, eta: 2 days, 19:55:39, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6875, loss_cls: 2.4372, loss: 2.4372, grad_norm: 2.5064 2021-07-09 21:59:32,464 - mmaction - INFO - Epoch [116][340/1879] lr: 5.794e-02, eta: 2 days, 19:55:20, time: 0.882, data_time: 0.008, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6629, loss_cls: 2.6040, loss: 2.6040, grad_norm: 2.6141 2021-07-09 21:59:49,839 - mmaction - INFO - Epoch [116][360/1879] lr: 5.794e-02, eta: 2 days, 19:55:00, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6977, loss_cls: 2.4565, loss: 2.4565, grad_norm: 2.5614 2021-07-09 22:00:07,320 - mmaction - INFO - Epoch [116][380/1879] lr: 5.794e-02, eta: 2 days, 19:54:40, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6855, loss_cls: 2.5274, loss: 2.5274, grad_norm: 2.5551 2021-07-09 22:00:24,871 - mmaction - INFO - Epoch [116][400/1879] lr: 5.794e-02, eta: 2 days, 19:54:20, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6520, loss_cls: 2.6257, loss: 2.6257, grad_norm: 2.5300 2021-07-09 22:00:42,442 - mmaction - INFO - Epoch [116][420/1879] lr: 5.794e-02, eta: 2 days, 19:54:01, time: 0.875, data_time: 0.008, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6711, loss_cls: 2.5483, loss: 2.5483, grad_norm: 2.5407 2021-07-09 22:01:00,124 - mmaction - INFO - Epoch [116][440/1879] lr: 5.794e-02, eta: 2 days, 19:53:41, time: 0.886, data_time: 0.004, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6836, loss_cls: 2.4914, loss: 2.4914, grad_norm: 2.5089 2021-07-09 22:01:17,587 - mmaction - INFO - Epoch [116][460/1879] lr: 5.794e-02, eta: 2 days, 19:53:22, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6719, loss_cls: 2.5659, loss: 2.5659, grad_norm: 2.5487 2021-07-09 22:01:35,135 - mmaction - INFO - Epoch [116][480/1879] lr: 5.794e-02, eta: 2 days, 19:53:02, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6926, loss_cls: 2.4116, loss: 2.4116, grad_norm: 2.5320 2021-07-09 22:01:52,661 - mmaction - INFO - Epoch [116][500/1879] lr: 5.794e-02, eta: 2 days, 19:52:42, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6707, loss_cls: 2.5440, loss: 2.5440, grad_norm: 2.5738 2021-07-09 22:02:10,215 - mmaction - INFO - Epoch [116][520/1879] lr: 5.794e-02, eta: 2 days, 19:52:23, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6930, loss_cls: 2.4801, loss: 2.4801, grad_norm: 2.5205 2021-07-09 22:02:27,722 - mmaction - INFO - Epoch [116][540/1879] lr: 5.794e-02, eta: 2 days, 19:52:03, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6898, loss_cls: 2.5084, loss: 2.5084, grad_norm: 2.5246 2021-07-09 22:02:45,232 - mmaction - INFO - Epoch [116][560/1879] lr: 5.794e-02, eta: 2 days, 19:51:43, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6980, loss_cls: 2.4743, loss: 2.4743, grad_norm: 2.5894 2021-07-09 22:03:02,713 - mmaction - INFO - Epoch [116][580/1879] lr: 5.794e-02, eta: 2 days, 19:51:24, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6777, loss_cls: 2.5183, loss: 2.5183, grad_norm: 2.5919 2021-07-09 22:03:20,304 - mmaction - INFO - Epoch [116][600/1879] lr: 5.794e-02, eta: 2 days, 19:51:04, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6770, loss_cls: 2.5491, loss: 2.5491, grad_norm: 2.6008 2021-07-09 22:03:37,842 - mmaction - INFO - Epoch [116][620/1879] lr: 5.794e-02, eta: 2 days, 19:50:44, time: 0.879, data_time: 0.008, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6809, loss_cls: 2.5231, loss: 2.5231, grad_norm: 2.5005 2021-07-09 22:03:55,327 - mmaction - INFO - Epoch [116][640/1879] lr: 5.794e-02, eta: 2 days, 19:50:25, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6813, loss_cls: 2.5251, loss: 2.5251, grad_norm: 2.5530 2021-07-09 22:04:12,918 - mmaction - INFO - Epoch [116][660/1879] lr: 5.794e-02, eta: 2 days, 19:50:05, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6914, loss_cls: 2.4738, loss: 2.4738, grad_norm: 2.5539 2021-07-09 22:04:30,368 - mmaction - INFO - Epoch [116][680/1879] lr: 5.794e-02, eta: 2 days, 19:49:45, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6785, loss_cls: 2.4904, loss: 2.4904, grad_norm: 2.5294 2021-07-09 22:04:47,966 - mmaction - INFO - Epoch [116][700/1879] lr: 5.794e-02, eta: 2 days, 19:49:26, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6906, loss_cls: 2.4938, loss: 2.4938, grad_norm: 2.5510 2021-07-09 22:05:05,424 - mmaction - INFO - Epoch [116][720/1879] lr: 5.794e-02, eta: 2 days, 19:49:06, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6805, loss_cls: 2.4740, loss: 2.4740, grad_norm: 2.5723 2021-07-09 22:05:22,781 - mmaction - INFO - Epoch [116][740/1879] lr: 5.794e-02, eta: 2 days, 19:48:46, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6730, loss_cls: 2.5763, loss: 2.5763, grad_norm: 2.6149 2021-07-09 22:05:40,369 - mmaction - INFO - Epoch [116][760/1879] lr: 5.794e-02, eta: 2 days, 19:48:27, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6793, loss_cls: 2.4837, loss: 2.4837, grad_norm: 2.5672 2021-07-09 22:05:57,844 - mmaction - INFO - Epoch [116][780/1879] lr: 5.794e-02, eta: 2 days, 19:48:07, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6734, loss_cls: 2.5275, loss: 2.5275, grad_norm: 2.5386 2021-07-09 22:06:15,314 - mmaction - INFO - Epoch [116][800/1879] lr: 5.794e-02, eta: 2 days, 19:47:47, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6711, loss_cls: 2.5617, loss: 2.5617, grad_norm: 2.6008 2021-07-09 22:06:32,827 - mmaction - INFO - Epoch [116][820/1879] lr: 5.794e-02, eta: 2 days, 19:47:28, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6680, loss_cls: 2.5703, loss: 2.5703, grad_norm: 2.4974 2021-07-09 22:06:50,226 - mmaction - INFO - Epoch [116][840/1879] lr: 5.794e-02, eta: 2 days, 19:47:08, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6574, loss_cls: 2.5691, loss: 2.5691, grad_norm: 2.5377 2021-07-09 22:07:07,816 - mmaction - INFO - Epoch [116][860/1879] lr: 5.794e-02, eta: 2 days, 19:46:48, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6789, loss_cls: 2.5550, loss: 2.5550, grad_norm: 2.5381 2021-07-09 22:07:25,139 - mmaction - INFO - Epoch [116][880/1879] lr: 5.794e-02, eta: 2 days, 19:46:28, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6937, loss_cls: 2.4962, loss: 2.4962, grad_norm: 2.5602 2021-07-09 22:07:42,777 - mmaction - INFO - Epoch [116][900/1879] lr: 5.794e-02, eta: 2 days, 19:46:09, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6750, loss_cls: 2.5531, loss: 2.5531, grad_norm: 2.5425 2021-07-09 22:08:00,259 - mmaction - INFO - Epoch [116][920/1879] lr: 5.794e-02, eta: 2 days, 19:45:49, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6844, loss_cls: 2.5093, loss: 2.5093, grad_norm: 2.5471 2021-07-09 22:08:17,728 - mmaction - INFO - Epoch [116][940/1879] lr: 5.794e-02, eta: 2 days, 19:45:29, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6707, loss_cls: 2.5633, loss: 2.5633, grad_norm: 2.5345 2021-07-09 22:08:35,213 - mmaction - INFO - Epoch [116][960/1879] lr: 5.794e-02, eta: 2 days, 19:45:10, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6711, loss_cls: 2.5444, loss: 2.5444, grad_norm: 2.5433 2021-07-09 22:08:52,602 - mmaction - INFO - Epoch [116][980/1879] lr: 5.794e-02, eta: 2 days, 19:44:50, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6711, loss_cls: 2.5688, loss: 2.5688, grad_norm: 2.6208 2021-07-09 22:09:10,008 - mmaction - INFO - Epoch [116][1000/1879] lr: 5.794e-02, eta: 2 days, 19:44:30, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6797, loss_cls: 2.5132, loss: 2.5132, grad_norm: 2.6075 2021-07-09 22:09:27,538 - mmaction - INFO - Epoch [116][1020/1879] lr: 5.794e-02, eta: 2 days, 19:44:11, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6922, loss_cls: 2.4559, loss: 2.4559, grad_norm: 2.4924 2021-07-09 22:09:45,019 - mmaction - INFO - Epoch [116][1040/1879] lr: 5.794e-02, eta: 2 days, 19:43:51, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6746, loss_cls: 2.5581, loss: 2.5581, grad_norm: 2.6193 2021-07-09 22:10:02,607 - mmaction - INFO - Epoch [116][1060/1879] lr: 5.794e-02, eta: 2 days, 19:43:31, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6773, loss_cls: 2.5017, loss: 2.5017, grad_norm: 2.5015 2021-07-09 22:10:20,124 - mmaction - INFO - Epoch [116][1080/1879] lr: 5.794e-02, eta: 2 days, 19:43:12, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6902, loss_cls: 2.5087, loss: 2.5087, grad_norm: 2.5218 2021-07-09 22:10:37,702 - mmaction - INFO - Epoch [116][1100/1879] lr: 5.794e-02, eta: 2 days, 19:42:52, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6668, loss_cls: 2.6042, loss: 2.6042, grad_norm: 2.5359 2021-07-09 22:10:55,227 - mmaction - INFO - Epoch [116][1120/1879] lr: 5.794e-02, eta: 2 days, 19:42:32, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6867, loss_cls: 2.4748, loss: 2.4748, grad_norm: 2.4996 2021-07-09 22:11:12,726 - mmaction - INFO - Epoch [116][1140/1879] lr: 5.794e-02, eta: 2 days, 19:42:13, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6918, loss_cls: 2.4871, loss: 2.4871, grad_norm: 2.5884 2021-07-09 22:11:30,191 - mmaction - INFO - Epoch [116][1160/1879] lr: 5.794e-02, eta: 2 days, 19:41:53, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6813, loss_cls: 2.5346, loss: 2.5346, grad_norm: 2.6324 2021-07-09 22:11:47,695 - mmaction - INFO - Epoch [116][1180/1879] lr: 5.794e-02, eta: 2 days, 19:41:33, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6629, loss_cls: 2.5818, loss: 2.5818, grad_norm: 2.5289 2021-07-09 22:12:05,046 - mmaction - INFO - Epoch [116][1200/1879] lr: 5.794e-02, eta: 2 days, 19:41:14, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6598, loss_cls: 2.5994, loss: 2.5994, grad_norm: 2.5311 2021-07-09 22:12:22,614 - mmaction - INFO - Epoch [116][1220/1879] lr: 5.794e-02, eta: 2 days, 19:40:54, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6727, loss_cls: 2.5285, loss: 2.5285, grad_norm: 2.5419 2021-07-09 22:12:40,181 - mmaction - INFO - Epoch [116][1240/1879] lr: 5.794e-02, eta: 2 days, 19:40:34, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6687, loss_cls: 2.5689, loss: 2.5689, grad_norm: 2.5489 2021-07-09 22:12:57,697 - mmaction - INFO - Epoch [116][1260/1879] lr: 5.794e-02, eta: 2 days, 19:40:15, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6828, loss_cls: 2.5409, loss: 2.5409, grad_norm: 2.5101 2021-07-09 22:13:15,155 - mmaction - INFO - Epoch [116][1280/1879] lr: 5.794e-02, eta: 2 days, 19:39:55, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6766, loss_cls: 2.4969, loss: 2.4969, grad_norm: 2.5573 2021-07-09 22:13:32,723 - mmaction - INFO - Epoch [116][1300/1879] lr: 5.794e-02, eta: 2 days, 19:39:35, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6809, loss_cls: 2.5492, loss: 2.5492, grad_norm: 2.5525 2021-07-09 22:13:50,200 - mmaction - INFO - Epoch [116][1320/1879] lr: 5.794e-02, eta: 2 days, 19:39:16, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6777, loss_cls: 2.5086, loss: 2.5086, grad_norm: 2.5271 2021-07-09 22:14:07,734 - mmaction - INFO - Epoch [116][1340/1879] lr: 5.794e-02, eta: 2 days, 19:38:56, time: 0.877, data_time: 0.009, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6699, loss_cls: 2.5766, loss: 2.5766, grad_norm: 2.5458 2021-07-09 22:14:25,201 - mmaction - INFO - Epoch [116][1360/1879] lr: 5.794e-02, eta: 2 days, 19:38:36, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6793, loss_cls: 2.5210, loss: 2.5210, grad_norm: 2.5371 2021-07-09 22:14:42,657 - mmaction - INFO - Epoch [116][1380/1879] lr: 5.794e-02, eta: 2 days, 19:38:17, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6832, loss_cls: 2.5189, loss: 2.5189, grad_norm: 2.5232 2021-07-09 22:15:00,120 - mmaction - INFO - Epoch [116][1400/1879] lr: 5.794e-02, eta: 2 days, 19:37:57, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6754, loss_cls: 2.5521, loss: 2.5521, grad_norm: 2.5583 2021-07-09 22:15:17,701 - mmaction - INFO - Epoch [116][1420/1879] lr: 5.794e-02, eta: 2 days, 19:37:37, time: 0.880, data_time: 0.007, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6746, loss_cls: 2.5224, loss: 2.5224, grad_norm: 2.5455 2021-07-09 22:15:35,224 - mmaction - INFO - Epoch [116][1440/1879] lr: 5.794e-02, eta: 2 days, 19:37:18, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6672, loss_cls: 2.5728, loss: 2.5728, grad_norm: 2.5340 2021-07-09 22:15:52,571 - mmaction - INFO - Epoch [116][1460/1879] lr: 5.794e-02, eta: 2 days, 19:36:58, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6898, loss_cls: 2.4303, loss: 2.4303, grad_norm: 2.5325 2021-07-09 22:16:10,042 - mmaction - INFO - Epoch [116][1480/1879] lr: 5.794e-02, eta: 2 days, 19:36:38, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6770, loss_cls: 2.5115, loss: 2.5115, grad_norm: 2.5424 2021-07-09 22:16:27,612 - mmaction - INFO - Epoch [116][1500/1879] lr: 5.794e-02, eta: 2 days, 19:36:19, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6887, loss_cls: 2.4748, loss: 2.4748, grad_norm: 2.5425 2021-07-09 22:16:45,049 - mmaction - INFO - Epoch [116][1520/1879] lr: 5.794e-02, eta: 2 days, 19:35:59, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6816, loss_cls: 2.5007, loss: 2.5007, grad_norm: 2.5356 2021-07-09 22:17:02,601 - mmaction - INFO - Epoch [116][1540/1879] lr: 5.794e-02, eta: 2 days, 19:35:39, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6711, loss_cls: 2.5700, loss: 2.5700, grad_norm: 2.5305 2021-07-09 22:17:20,204 - mmaction - INFO - Epoch [116][1560/1879] lr: 5.794e-02, eta: 2 days, 19:35:20, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6848, loss_cls: 2.5090, loss: 2.5090, grad_norm: 2.5449 2021-07-09 22:17:37,743 - mmaction - INFO - Epoch [116][1580/1879] lr: 5.794e-02, eta: 2 days, 19:35:00, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6859, loss_cls: 2.5442, loss: 2.5442, grad_norm: 2.5643 2021-07-09 22:17:55,217 - mmaction - INFO - Epoch [116][1600/1879] lr: 5.794e-02, eta: 2 days, 19:34:41, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6770, loss_cls: 2.5783, loss: 2.5783, grad_norm: 2.5776 2021-07-09 22:18:12,622 - mmaction - INFO - Epoch [116][1620/1879] lr: 5.794e-02, eta: 2 days, 19:34:21, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6719, loss_cls: 2.5594, loss: 2.5594, grad_norm: 2.5739 2021-07-09 22:18:30,119 - mmaction - INFO - Epoch [116][1640/1879] lr: 5.794e-02, eta: 2 days, 19:34:01, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6664, loss_cls: 2.5705, loss: 2.5705, grad_norm: 2.5522 2021-07-09 22:18:47,597 - mmaction - INFO - Epoch [116][1660/1879] lr: 5.794e-02, eta: 2 days, 19:33:41, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6813, loss_cls: 2.4966, loss: 2.4966, grad_norm: 2.5587 2021-07-09 22:19:05,141 - mmaction - INFO - Epoch [116][1680/1879] lr: 5.794e-02, eta: 2 days, 19:33:22, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6797, loss_cls: 2.5313, loss: 2.5313, grad_norm: 2.5853 2021-07-09 22:19:22,537 - mmaction - INFO - Epoch [116][1700/1879] lr: 5.794e-02, eta: 2 days, 19:33:02, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6844, loss_cls: 2.5296, loss: 2.5296, grad_norm: 2.5646 2021-07-09 22:19:40,030 - mmaction - INFO - Epoch [116][1720/1879] lr: 5.794e-02, eta: 2 days, 19:32:42, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6805, loss_cls: 2.4853, loss: 2.4853, grad_norm: 2.5315 2021-07-09 22:19:57,409 - mmaction - INFO - Epoch [116][1740/1879] lr: 5.794e-02, eta: 2 days, 19:32:23, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6914, loss_cls: 2.5062, loss: 2.5062, grad_norm: 2.4977 2021-07-09 22:20:14,917 - mmaction - INFO - Epoch [116][1760/1879] lr: 5.794e-02, eta: 2 days, 19:32:03, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6789, loss_cls: 2.5314, loss: 2.5314, grad_norm: 2.5640 2021-07-09 22:20:32,410 - mmaction - INFO - Epoch [116][1780/1879] lr: 5.794e-02, eta: 2 days, 19:31:43, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6703, loss_cls: 2.5502, loss: 2.5502, grad_norm: 2.5906 2021-07-09 22:20:49,927 - mmaction - INFO - Epoch [116][1800/1879] lr: 5.794e-02, eta: 2 days, 19:31:24, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4180, top5_acc: 0.6660, loss_cls: 2.5619, loss: 2.5619, grad_norm: 2.4984 2021-07-09 22:21:07,474 - mmaction - INFO - Epoch [116][1820/1879] lr: 5.794e-02, eta: 2 days, 19:31:04, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6836, loss_cls: 2.5126, loss: 2.5126, grad_norm: 2.5905 2021-07-09 22:21:24,802 - mmaction - INFO - Epoch [116][1840/1879] lr: 5.794e-02, eta: 2 days, 19:30:44, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6777, loss_cls: 2.5371, loss: 2.5371, grad_norm: 2.5603 2021-07-09 22:21:42,295 - mmaction - INFO - Epoch [116][1860/1879] lr: 5.794e-02, eta: 2 days, 19:30:24, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6715, loss_cls: 2.5375, loss: 2.5375, grad_norm: 2.5160 2021-07-09 22:22:07,029 - mmaction - INFO - Saving checkpoint at 116 epochs 2021-07-09 22:24:24,729 - mmaction - INFO - Epoch [117][20/1879] lr: 5.734e-02, eta: 2 days, 19:31:51, time: 6.859, data_time: 5.971, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6789, loss_cls: 2.4992, loss: 2.4992, grad_norm: 2.5435 2021-07-09 22:24:41,966 - mmaction - INFO - Epoch [117][40/1879] lr: 5.734e-02, eta: 2 days, 19:31:31, time: 0.863, data_time: 0.008, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6844, loss_cls: 2.5005, loss: 2.5005, grad_norm: 2.5742 2021-07-09 22:24:59,096 - mmaction - INFO - Epoch [117][60/1879] lr: 5.734e-02, eta: 2 days, 19:31:10, time: 0.856, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6828, loss_cls: 2.5408, loss: 2.5408, grad_norm: 2.5478 2021-07-09 22:25:16,366 - mmaction - INFO - Epoch [117][80/1879] lr: 5.734e-02, eta: 2 days, 19:30:51, time: 0.865, data_time: 0.005, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6977, loss_cls: 2.4628, loss: 2.4628, grad_norm: 2.5663 2021-07-09 22:25:33,825 - mmaction - INFO - Epoch [117][100/1879] lr: 5.734e-02, eta: 2 days, 19:30:31, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6730, loss_cls: 2.5285, loss: 2.5285, grad_norm: 2.5785 2021-07-09 22:25:51,315 - mmaction - INFO - Epoch [117][120/1879] lr: 5.734e-02, eta: 2 days, 19:30:11, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6922, loss_cls: 2.4590, loss: 2.4590, grad_norm: 2.5791 2021-07-09 22:26:08,645 - mmaction - INFO - Epoch [117][140/1879] lr: 5.734e-02, eta: 2 days, 19:29:51, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6844, loss_cls: 2.4792, loss: 2.4792, grad_norm: 2.5724 2021-07-09 22:26:26,211 - mmaction - INFO - Epoch [117][160/1879] lr: 5.734e-02, eta: 2 days, 19:29:32, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6691, loss_cls: 2.5627, loss: 2.5627, grad_norm: 2.6253 2021-07-09 22:26:43,709 - mmaction - INFO - Epoch [117][180/1879] lr: 5.734e-02, eta: 2 days, 19:29:12, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6707, loss_cls: 2.5589, loss: 2.5589, grad_norm: 2.6523 2021-07-09 22:27:01,077 - mmaction - INFO - Epoch [117][200/1879] lr: 5.734e-02, eta: 2 days, 19:28:52, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6906, loss_cls: 2.4573, loss: 2.4573, grad_norm: 2.5242 2021-07-09 22:27:18,617 - mmaction - INFO - Epoch [117][220/1879] lr: 5.734e-02, eta: 2 days, 19:28:32, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4715, top5_acc: 0.6977, loss_cls: 2.3804, loss: 2.3804, grad_norm: 2.5313 2021-07-09 22:27:36,106 - mmaction - INFO - Epoch [117][240/1879] lr: 5.734e-02, eta: 2 days, 19:28:13, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6988, loss_cls: 2.4421, loss: 2.4421, grad_norm: 2.5313 2021-07-09 22:27:53,586 - mmaction - INFO - Epoch [117][260/1879] lr: 5.734e-02, eta: 2 days, 19:27:53, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6746, loss_cls: 2.5142, loss: 2.5142, grad_norm: 2.5508 2021-07-09 22:28:11,033 - mmaction - INFO - Epoch [117][280/1879] lr: 5.734e-02, eta: 2 days, 19:27:33, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6871, loss_cls: 2.5128, loss: 2.5128, grad_norm: 2.5613 2021-07-09 22:28:28,659 - mmaction - INFO - Epoch [117][300/1879] lr: 5.734e-02, eta: 2 days, 19:27:14, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6813, loss_cls: 2.5224, loss: 2.5224, grad_norm: 2.4971 2021-07-09 22:28:46,111 - mmaction - INFO - Epoch [117][320/1879] lr: 5.734e-02, eta: 2 days, 19:26:54, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6840, loss_cls: 2.4836, loss: 2.4836, grad_norm: 2.5082 2021-07-09 22:29:03,591 - mmaction - INFO - Epoch [117][340/1879] lr: 5.734e-02, eta: 2 days, 19:26:34, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6598, loss_cls: 2.6145, loss: 2.6145, grad_norm: 2.5819 2021-07-09 22:29:21,124 - mmaction - INFO - Epoch [117][360/1879] lr: 5.734e-02, eta: 2 days, 19:26:15, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6973, loss_cls: 2.4216, loss: 2.4216, grad_norm: 2.5197 2021-07-09 22:29:38,696 - mmaction - INFO - Epoch [117][380/1879] lr: 5.734e-02, eta: 2 days, 19:25:55, time: 0.882, data_time: 0.006, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6902, loss_cls: 2.4680, loss: 2.4680, grad_norm: 2.5689 2021-07-09 22:29:56,175 - mmaction - INFO - Epoch [117][400/1879] lr: 5.734e-02, eta: 2 days, 19:25:36, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6840, loss_cls: 2.4816, loss: 2.4816, grad_norm: 2.5736 2021-07-09 22:30:13,690 - mmaction - INFO - Epoch [117][420/1879] lr: 5.734e-02, eta: 2 days, 19:25:16, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6840, loss_cls: 2.5083, loss: 2.5083, grad_norm: 2.5607 2021-07-09 22:30:31,182 - mmaction - INFO - Epoch [117][440/1879] lr: 5.734e-02, eta: 2 days, 19:24:56, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6816, loss_cls: 2.4657, loss: 2.4657, grad_norm: 2.5488 2021-07-09 22:30:48,781 - mmaction - INFO - Epoch [117][460/1879] lr: 5.734e-02, eta: 2 days, 19:24:37, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6828, loss_cls: 2.5234, loss: 2.5234, grad_norm: 2.5827 2021-07-09 22:31:06,198 - mmaction - INFO - Epoch [117][480/1879] lr: 5.734e-02, eta: 2 days, 19:24:17, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6910, loss_cls: 2.4530, loss: 2.4530, grad_norm: 2.4952 2021-07-09 22:31:23,802 - mmaction - INFO - Epoch [117][500/1879] lr: 5.734e-02, eta: 2 days, 19:23:57, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6738, loss_cls: 2.5441, loss: 2.5441, grad_norm: 2.5642 2021-07-09 22:31:41,233 - mmaction - INFO - Epoch [117][520/1879] lr: 5.734e-02, eta: 2 days, 19:23:38, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6840, loss_cls: 2.4558, loss: 2.4558, grad_norm: 2.5055 2021-07-09 22:31:58,683 - mmaction - INFO - Epoch [117][540/1879] lr: 5.734e-02, eta: 2 days, 19:23:18, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6844, loss_cls: 2.5236, loss: 2.5236, grad_norm: 2.5425 2021-07-09 22:32:16,189 - mmaction - INFO - Epoch [117][560/1879] lr: 5.734e-02, eta: 2 days, 19:22:58, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6754, loss_cls: 2.5735, loss: 2.5735, grad_norm: 2.6347 2021-07-09 22:32:33,598 - mmaction - INFO - Epoch [117][580/1879] lr: 5.734e-02, eta: 2 days, 19:22:38, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6922, loss_cls: 2.4822, loss: 2.4822, grad_norm: 2.6131 2021-07-09 22:32:50,950 - mmaction - INFO - Epoch [117][600/1879] lr: 5.734e-02, eta: 2 days, 19:22:19, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6680, loss_cls: 2.5724, loss: 2.5724, grad_norm: 2.5911 2021-07-09 22:33:08,364 - mmaction - INFO - Epoch [117][620/1879] lr: 5.734e-02, eta: 2 days, 19:21:59, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6676, loss_cls: 2.5527, loss: 2.5527, grad_norm: 2.5503 2021-07-09 22:33:25,816 - mmaction - INFO - Epoch [117][640/1879] lr: 5.734e-02, eta: 2 days, 19:21:39, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6758, loss_cls: 2.5477, loss: 2.5477, grad_norm: 2.5703 2021-07-09 22:33:43,271 - mmaction - INFO - Epoch [117][660/1879] lr: 5.734e-02, eta: 2 days, 19:21:19, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6953, loss_cls: 2.4601, loss: 2.4601, grad_norm: 2.5421 2021-07-09 22:34:00,669 - mmaction - INFO - Epoch [117][680/1879] lr: 5.734e-02, eta: 2 days, 19:21:00, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6887, loss_cls: 2.4737, loss: 2.4737, grad_norm: 2.6331 2021-07-09 22:34:18,225 - mmaction - INFO - Epoch [117][700/1879] lr: 5.734e-02, eta: 2 days, 19:20:40, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6965, loss_cls: 2.4568, loss: 2.4568, grad_norm: 2.5269 2021-07-09 22:34:35,719 - mmaction - INFO - Epoch [117][720/1879] lr: 5.734e-02, eta: 2 days, 19:20:20, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6777, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.5820 2021-07-09 22:34:53,231 - mmaction - INFO - Epoch [117][740/1879] lr: 5.734e-02, eta: 2 days, 19:20:01, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4125, top5_acc: 0.6723, loss_cls: 2.5645, loss: 2.5645, grad_norm: 2.5920 2021-07-09 22:35:10,694 - mmaction - INFO - Epoch [117][760/1879] lr: 5.734e-02, eta: 2 days, 19:19:41, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6691, loss_cls: 2.5197, loss: 2.5197, grad_norm: 2.5287 2021-07-09 22:35:28,119 - mmaction - INFO - Epoch [117][780/1879] lr: 5.734e-02, eta: 2 days, 19:19:21, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6828, loss_cls: 2.5009, loss: 2.5009, grad_norm: 2.5354 2021-07-09 22:35:45,647 - mmaction - INFO - Epoch [117][800/1879] lr: 5.734e-02, eta: 2 days, 19:19:02, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4098, top5_acc: 0.6727, loss_cls: 2.5984, loss: 2.5984, grad_norm: 2.6151 2021-07-09 22:36:03,099 - mmaction - INFO - Epoch [117][820/1879] lr: 5.734e-02, eta: 2 days, 19:18:42, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6770, loss_cls: 2.5582, loss: 2.5582, grad_norm: 2.5915 2021-07-09 22:36:20,648 - mmaction - INFO - Epoch [117][840/1879] lr: 5.734e-02, eta: 2 days, 19:18:22, time: 0.880, data_time: 0.007, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6813, loss_cls: 2.5297, loss: 2.5297, grad_norm: 2.5963 2021-07-09 22:36:38,078 - mmaction - INFO - Epoch [117][860/1879] lr: 5.734e-02, eta: 2 days, 19:18:03, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6687, loss_cls: 2.5595, loss: 2.5595, grad_norm: 2.5133 2021-07-09 22:36:55,593 - mmaction - INFO - Epoch [117][880/1879] lr: 5.734e-02, eta: 2 days, 19:17:43, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6863, loss_cls: 2.4328, loss: 2.4328, grad_norm: 2.5189 2021-07-09 22:37:13,060 - mmaction - INFO - Epoch [117][900/1879] lr: 5.734e-02, eta: 2 days, 19:17:23, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6762, loss_cls: 2.5262, loss: 2.5262, grad_norm: 2.6174 2021-07-09 22:37:30,427 - mmaction - INFO - Epoch [117][920/1879] lr: 5.734e-02, eta: 2 days, 19:17:03, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6695, loss_cls: 2.5477, loss: 2.5477, grad_norm: 2.5330 2021-07-09 22:37:47,854 - mmaction - INFO - Epoch [117][940/1879] lr: 5.734e-02, eta: 2 days, 19:16:44, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6684, loss_cls: 2.5730, loss: 2.5730, grad_norm: 2.6067 2021-07-09 22:38:05,409 - mmaction - INFO - Epoch [117][960/1879] lr: 5.734e-02, eta: 2 days, 19:16:24, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6875, loss_cls: 2.5012, loss: 2.5012, grad_norm: 2.5638 2021-07-09 22:38:22,841 - mmaction - INFO - Epoch [117][980/1879] lr: 5.734e-02, eta: 2 days, 19:16:04, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6918, loss_cls: 2.4409, loss: 2.4409, grad_norm: 2.5226 2021-07-09 22:38:40,364 - mmaction - INFO - Epoch [117][1000/1879] lr: 5.734e-02, eta: 2 days, 19:15:45, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6680, loss_cls: 2.5898, loss: 2.5898, grad_norm: 2.5629 2021-07-09 22:38:58,053 - mmaction - INFO - Epoch [117][1020/1879] lr: 5.734e-02, eta: 2 days, 19:15:25, time: 0.883, data_time: 0.006, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6785, loss_cls: 2.5483, loss: 2.5483, grad_norm: 2.6080 2021-07-09 22:39:15,472 - mmaction - INFO - Epoch [117][1040/1879] lr: 5.734e-02, eta: 2 days, 19:15:06, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6867, loss_cls: 2.4904, loss: 2.4904, grad_norm: 2.5722 2021-07-09 22:39:33,009 - mmaction - INFO - Epoch [117][1060/1879] lr: 5.734e-02, eta: 2 days, 19:14:46, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6758, loss_cls: 2.5355, loss: 2.5355, grad_norm: 2.5623 2021-07-09 22:39:50,414 - mmaction - INFO - Epoch [117][1080/1879] lr: 5.734e-02, eta: 2 days, 19:14:26, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6746, loss_cls: 2.5081, loss: 2.5081, grad_norm: 2.5653 2021-07-09 22:40:07,999 - mmaction - INFO - Epoch [117][1100/1879] lr: 5.734e-02, eta: 2 days, 19:14:07, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6813, loss_cls: 2.5203, loss: 2.5203, grad_norm: 2.5949 2021-07-09 22:40:25,420 - mmaction - INFO - Epoch [117][1120/1879] lr: 5.734e-02, eta: 2 days, 19:13:47, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6809, loss_cls: 2.5052, loss: 2.5052, grad_norm: 2.5409 2021-07-09 22:40:42,962 - mmaction - INFO - Epoch [117][1140/1879] lr: 5.734e-02, eta: 2 days, 19:13:27, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6871, loss_cls: 2.4841, loss: 2.4841, grad_norm: 2.5790 2021-07-09 22:41:00,561 - mmaction - INFO - Epoch [117][1160/1879] lr: 5.734e-02, eta: 2 days, 19:13:08, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4176, top5_acc: 0.6785, loss_cls: 2.5774, loss: 2.5774, grad_norm: 2.5752 2021-07-09 22:41:17,974 - mmaction - INFO - Epoch [117][1180/1879] lr: 5.734e-02, eta: 2 days, 19:12:48, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6887, loss_cls: 2.4936, loss: 2.4936, grad_norm: 2.5470 2021-07-09 22:41:35,379 - mmaction - INFO - Epoch [117][1200/1879] lr: 5.734e-02, eta: 2 days, 19:12:28, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6711, loss_cls: 2.5449, loss: 2.5449, grad_norm: 2.5776 2021-07-09 22:41:52,817 - mmaction - INFO - Epoch [117][1220/1879] lr: 5.734e-02, eta: 2 days, 19:12:09, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6785, loss_cls: 2.5222, loss: 2.5222, grad_norm: 2.5620 2021-07-09 22:42:10,259 - mmaction - INFO - Epoch [117][1240/1879] lr: 5.734e-02, eta: 2 days, 19:11:49, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6867, loss_cls: 2.4935, loss: 2.4935, grad_norm: 2.5364 2021-07-09 22:42:27,742 - mmaction - INFO - Epoch [117][1260/1879] lr: 5.734e-02, eta: 2 days, 19:11:29, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6652, loss_cls: 2.5740, loss: 2.5740, grad_norm: 2.5581 2021-07-09 22:42:45,215 - mmaction - INFO - Epoch [117][1280/1879] lr: 5.734e-02, eta: 2 days, 19:11:10, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6891, loss_cls: 2.4829, loss: 2.4829, grad_norm: 2.4877 2021-07-09 22:43:02,553 - mmaction - INFO - Epoch [117][1300/1879] lr: 5.734e-02, eta: 2 days, 19:10:50, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6801, loss_cls: 2.5331, loss: 2.5331, grad_norm: 2.4719 2021-07-09 22:43:20,085 - mmaction - INFO - Epoch [117][1320/1879] lr: 5.734e-02, eta: 2 days, 19:10:30, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6816, loss_cls: 2.4951, loss: 2.4951, grad_norm: 2.5656 2021-07-09 22:43:37,544 - mmaction - INFO - Epoch [117][1340/1879] lr: 5.734e-02, eta: 2 days, 19:10:10, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6738, loss_cls: 2.5313, loss: 2.5313, grad_norm: 2.6351 2021-07-09 22:43:55,129 - mmaction - INFO - Epoch [117][1360/1879] lr: 5.734e-02, eta: 2 days, 19:09:51, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6680, loss_cls: 2.5504, loss: 2.5504, grad_norm: 2.5797 2021-07-09 22:44:12,627 - mmaction - INFO - Epoch [117][1380/1879] lr: 5.734e-02, eta: 2 days, 19:09:31, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6695, loss_cls: 2.5465, loss: 2.5465, grad_norm: 2.6331 2021-07-09 22:44:30,170 - mmaction - INFO - Epoch [117][1400/1879] lr: 5.734e-02, eta: 2 days, 19:09:12, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6727, loss_cls: 2.5243, loss: 2.5243, grad_norm: 2.5581 2021-07-09 22:44:47,628 - mmaction - INFO - Epoch [117][1420/1879] lr: 5.734e-02, eta: 2 days, 19:08:52, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6566, loss_cls: 2.5982, loss: 2.5982, grad_norm: 2.5176 2021-07-09 22:45:05,057 - mmaction - INFO - Epoch [117][1440/1879] lr: 5.734e-02, eta: 2 days, 19:08:32, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6750, loss_cls: 2.5364, loss: 2.5364, grad_norm: 2.5573 2021-07-09 22:45:22,622 - mmaction - INFO - Epoch [117][1460/1879] lr: 5.734e-02, eta: 2 days, 19:08:13, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6820, loss_cls: 2.4779, loss: 2.4779, grad_norm: 2.4899 2021-07-09 22:45:40,088 - mmaction - INFO - Epoch [117][1480/1879] lr: 5.734e-02, eta: 2 days, 19:07:53, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6723, loss_cls: 2.5684, loss: 2.5684, grad_norm: 2.6297 2021-07-09 22:45:57,560 - mmaction - INFO - Epoch [117][1500/1879] lr: 5.734e-02, eta: 2 days, 19:07:33, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6695, loss_cls: 2.5339, loss: 2.5339, grad_norm: 2.5916 2021-07-09 22:46:14,971 - mmaction - INFO - Epoch [117][1520/1879] lr: 5.734e-02, eta: 2 days, 19:07:13, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.4496, top5_acc: 0.7023, loss_cls: 2.4529, loss: 2.4529, grad_norm: 2.5748 2021-07-09 22:46:32,472 - mmaction - INFO - Epoch [117][1540/1879] lr: 5.734e-02, eta: 2 days, 19:06:54, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6855, loss_cls: 2.4483, loss: 2.4483, grad_norm: 2.6096 2021-07-09 22:46:49,914 - mmaction - INFO - Epoch [117][1560/1879] lr: 5.734e-02, eta: 2 days, 19:06:34, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6813, loss_cls: 2.5420, loss: 2.5420, grad_norm: 2.6321 2021-07-09 22:47:07,300 - mmaction - INFO - Epoch [117][1580/1879] lr: 5.734e-02, eta: 2 days, 19:06:14, time: 0.869, data_time: 0.000, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6793, loss_cls: 2.5357, loss: 2.5357, grad_norm: 2.6285 2021-07-09 22:47:24,796 - mmaction - INFO - Epoch [117][1600/1879] lr: 5.734e-02, eta: 2 days, 19:05:55, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6785, loss_cls: 2.5667, loss: 2.5667, grad_norm: 2.5895 2021-07-09 22:47:42,239 - mmaction - INFO - Epoch [117][1620/1879] lr: 5.734e-02, eta: 2 days, 19:05:35, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6707, loss_cls: 2.5996, loss: 2.5996, grad_norm: 2.6052 2021-07-09 22:47:59,821 - mmaction - INFO - Epoch [117][1640/1879] lr: 5.734e-02, eta: 2 days, 19:05:15, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6844, loss_cls: 2.4660, loss: 2.4660, grad_norm: 2.5365 2021-07-09 22:48:17,132 - mmaction - INFO - Epoch [117][1660/1879] lr: 5.734e-02, eta: 2 days, 19:04:56, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6695, loss_cls: 2.5529, loss: 2.5529, grad_norm: 2.5727 2021-07-09 22:48:34,578 - mmaction - INFO - Epoch [117][1680/1879] lr: 5.734e-02, eta: 2 days, 19:04:36, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6848, loss_cls: 2.4959, loss: 2.4959, grad_norm: 2.5365 2021-07-09 22:48:52,110 - mmaction - INFO - Epoch [117][1700/1879] lr: 5.734e-02, eta: 2 days, 19:04:16, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6742, loss_cls: 2.5036, loss: 2.5036, grad_norm: 2.5222 2021-07-09 22:49:09,593 - mmaction - INFO - Epoch [117][1720/1879] lr: 5.734e-02, eta: 2 days, 19:03:57, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6781, loss_cls: 2.5427, loss: 2.5427, grad_norm: 2.5422 2021-07-09 22:49:27,165 - mmaction - INFO - Epoch [117][1740/1879] lr: 5.734e-02, eta: 2 days, 19:03:37, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6637, loss_cls: 2.6135, loss: 2.6135, grad_norm: 2.5561 2021-07-09 22:49:44,745 - mmaction - INFO - Epoch [117][1760/1879] lr: 5.734e-02, eta: 2 days, 19:03:17, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6711, loss_cls: 2.5884, loss: 2.5884, grad_norm: 2.5638 2021-07-09 22:50:02,167 - mmaction - INFO - Epoch [117][1780/1879] lr: 5.734e-02, eta: 2 days, 19:02:58, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4434, top5_acc: 0.7023, loss_cls: 2.3983, loss: 2.3983, grad_norm: 2.5467 2021-07-09 22:50:19,632 - mmaction - INFO - Epoch [117][1800/1879] lr: 5.734e-02, eta: 2 days, 19:02:38, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6730, loss_cls: 2.5458, loss: 2.5458, grad_norm: 2.6109 2021-07-09 22:50:37,174 - mmaction - INFO - Epoch [117][1820/1879] lr: 5.734e-02, eta: 2 days, 19:02:18, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6820, loss_cls: 2.4290, loss: 2.4290, grad_norm: 2.5192 2021-07-09 22:50:54,586 - mmaction - INFO - Epoch [117][1840/1879] lr: 5.734e-02, eta: 2 days, 19:01:59, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6773, loss_cls: 2.4932, loss: 2.4932, grad_norm: 2.5823 2021-07-09 22:51:12,057 - mmaction - INFO - Epoch [117][1860/1879] lr: 5.734e-02, eta: 2 days, 19:01:39, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6609, loss_cls: 2.5213, loss: 2.5213, grad_norm: 2.5404 2021-07-09 22:54:15,641 - mmaction - INFO - Epoch [118][20/1879] lr: 5.673e-02, eta: 2 days, 19:03:27, time: 7.851, data_time: 6.732, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6934, loss_cls: 2.4407, loss: 2.4407, grad_norm: 2.5605 2021-07-09 22:54:32,846 - mmaction - INFO - Epoch [118][40/1879] lr: 5.673e-02, eta: 2 days, 19:03:07, time: 0.859, data_time: 0.007, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6887, loss_cls: 2.4601, loss: 2.4601, grad_norm: 2.5686 2021-07-09 22:54:49,877 - mmaction - INFO - Epoch [118][60/1879] lr: 5.673e-02, eta: 2 days, 19:02:47, time: 0.853, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6949, loss_cls: 2.4225, loss: 2.4225, grad_norm: 2.5908 2021-07-09 22:55:07,440 - mmaction - INFO - Epoch [118][80/1879] lr: 5.673e-02, eta: 2 days, 19:02:27, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6809, loss_cls: 2.4901, loss: 2.4901, grad_norm: 2.5623 2021-07-09 22:55:24,799 - mmaction - INFO - Epoch [118][100/1879] lr: 5.673e-02, eta: 2 days, 19:02:07, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6781, loss_cls: 2.5285, loss: 2.5285, grad_norm: 2.6169 2021-07-09 22:55:42,256 - mmaction - INFO - Epoch [118][120/1879] lr: 5.673e-02, eta: 2 days, 19:01:47, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6902, loss_cls: 2.4930, loss: 2.4930, grad_norm: 2.5769 2021-07-09 22:55:59,823 - mmaction - INFO - Epoch [118][140/1879] lr: 5.673e-02, eta: 2 days, 19:01:28, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6844, loss_cls: 2.4968, loss: 2.4968, grad_norm: 2.6224 2021-07-09 22:56:17,505 - mmaction - INFO - Epoch [118][160/1879] lr: 5.673e-02, eta: 2 days, 19:01:08, time: 0.882, data_time: 0.007, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6816, loss_cls: 2.5116, loss: 2.5116, grad_norm: 2.5404 2021-07-09 22:56:34,915 - mmaction - INFO - Epoch [118][180/1879] lr: 5.673e-02, eta: 2 days, 19:00:49, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4484, top5_acc: 0.7035, loss_cls: 2.4097, loss: 2.4097, grad_norm: 2.5451 2021-07-09 22:56:52,304 - mmaction - INFO - Epoch [118][200/1879] lr: 5.673e-02, eta: 2 days, 19:00:29, time: 0.868, data_time: 0.000, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6910, loss_cls: 2.4381, loss: 2.4381, grad_norm: 2.5543 2021-07-09 22:57:09,753 - mmaction - INFO - Epoch [118][220/1879] lr: 5.673e-02, eta: 2 days, 19:00:09, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6750, loss_cls: 2.5524, loss: 2.5524, grad_norm: 2.5534 2021-07-09 22:57:27,172 - mmaction - INFO - Epoch [118][240/1879] lr: 5.673e-02, eta: 2 days, 18:59:49, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6707, loss_cls: 2.5401, loss: 2.5401, grad_norm: 2.5641 2021-07-09 22:57:44,637 - mmaction - INFO - Epoch [118][260/1879] lr: 5.673e-02, eta: 2 days, 18:59:30, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6852, loss_cls: 2.4558, loss: 2.4558, grad_norm: 2.5703 2021-07-09 22:58:02,061 - mmaction - INFO - Epoch [118][280/1879] lr: 5.673e-02, eta: 2 days, 18:59:10, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6781, loss_cls: 2.5174, loss: 2.5174, grad_norm: 2.5882 2021-07-09 22:58:19,659 - mmaction - INFO - Epoch [118][300/1879] lr: 5.673e-02, eta: 2 days, 18:58:50, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6664, loss_cls: 2.5720, loss: 2.5720, grad_norm: 2.6028 2021-07-09 22:58:37,063 - mmaction - INFO - Epoch [118][320/1879] lr: 5.673e-02, eta: 2 days, 18:58:31, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6832, loss_cls: 2.5505, loss: 2.5505, grad_norm: 2.6281 2021-07-09 22:58:54,508 - mmaction - INFO - Epoch [118][340/1879] lr: 5.673e-02, eta: 2 days, 18:58:11, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4133, top5_acc: 0.6707, loss_cls: 2.5680, loss: 2.5680, grad_norm: 2.5584 2021-07-09 22:59:11,896 - mmaction - INFO - Epoch [118][360/1879] lr: 5.673e-02, eta: 2 days, 18:57:51, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6973, loss_cls: 2.4304, loss: 2.4304, grad_norm: 2.5517 2021-07-09 22:59:29,443 - mmaction - INFO - Epoch [118][380/1879] lr: 5.673e-02, eta: 2 days, 18:57:32, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6727, loss_cls: 2.5804, loss: 2.5804, grad_norm: 2.6005 2021-07-09 22:59:46,830 - mmaction - INFO - Epoch [118][400/1879] lr: 5.673e-02, eta: 2 days, 18:57:12, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6781, loss_cls: 2.5007, loss: 2.5007, grad_norm: 2.5309 2021-07-09 23:00:04,372 - mmaction - INFO - Epoch [118][420/1879] lr: 5.673e-02, eta: 2 days, 18:56:52, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6809, loss_cls: 2.4900, loss: 2.4900, grad_norm: 2.6038 2021-07-09 23:00:21,843 - mmaction - INFO - Epoch [118][440/1879] lr: 5.673e-02, eta: 2 days, 18:56:33, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6836, loss_cls: 2.5045, loss: 2.5045, grad_norm: 2.5872 2021-07-09 23:00:39,362 - mmaction - INFO - Epoch [118][460/1879] lr: 5.673e-02, eta: 2 days, 18:56:13, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6848, loss_cls: 2.5063, loss: 2.5063, grad_norm: 2.5710 2021-07-09 23:00:56,780 - mmaction - INFO - Epoch [118][480/1879] lr: 5.673e-02, eta: 2 days, 18:55:53, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6859, loss_cls: 2.4900, loss: 2.4900, grad_norm: 2.5708 2021-07-09 23:01:14,230 - mmaction - INFO - Epoch [118][500/1879] lr: 5.673e-02, eta: 2 days, 18:55:33, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6863, loss_cls: 2.4917, loss: 2.4917, grad_norm: 2.6148 2021-07-09 23:01:31,728 - mmaction - INFO - Epoch [118][520/1879] lr: 5.673e-02, eta: 2 days, 18:55:14, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6754, loss_cls: 2.5019, loss: 2.5019, grad_norm: 2.6394 2021-07-09 23:01:49,166 - mmaction - INFO - Epoch [118][540/1879] lr: 5.673e-02, eta: 2 days, 18:54:54, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6840, loss_cls: 2.5064, loss: 2.5064, grad_norm: 2.5799 2021-07-09 23:02:06,619 - mmaction - INFO - Epoch [118][560/1879] lr: 5.673e-02, eta: 2 days, 18:54:34, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6867, loss_cls: 2.4805, loss: 2.4805, grad_norm: 2.5955 2021-07-09 23:02:24,128 - mmaction - INFO - Epoch [118][580/1879] lr: 5.673e-02, eta: 2 days, 18:54:15, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6918, loss_cls: 2.4630, loss: 2.4630, grad_norm: 2.5738 2021-07-09 23:02:41,559 - mmaction - INFO - Epoch [118][600/1879] lr: 5.673e-02, eta: 2 days, 18:53:55, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6809, loss_cls: 2.5116, loss: 2.5116, grad_norm: 2.6417 2021-07-09 23:02:59,053 - mmaction - INFO - Epoch [118][620/1879] lr: 5.673e-02, eta: 2 days, 18:53:35, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6742, loss_cls: 2.5369, loss: 2.5369, grad_norm: 2.6186 2021-07-09 23:03:16,509 - mmaction - INFO - Epoch [118][640/1879] lr: 5.673e-02, eta: 2 days, 18:53:16, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6797, loss_cls: 2.5319, loss: 2.5319, grad_norm: 2.5793 2021-07-09 23:03:34,074 - mmaction - INFO - Epoch [118][660/1879] lr: 5.673e-02, eta: 2 days, 18:52:56, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6684, loss_cls: 2.5678, loss: 2.5678, grad_norm: 2.5652 2021-07-09 23:03:51,487 - mmaction - INFO - Epoch [118][680/1879] lr: 5.673e-02, eta: 2 days, 18:52:36, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6758, loss_cls: 2.5228, loss: 2.5228, grad_norm: 2.5080 2021-07-09 23:04:09,041 - mmaction - INFO - Epoch [118][700/1879] lr: 5.673e-02, eta: 2 days, 18:52:17, time: 0.877, data_time: 0.007, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6770, loss_cls: 2.5234, loss: 2.5234, grad_norm: 2.5113 2021-07-09 23:04:26,471 - mmaction - INFO - Epoch [118][720/1879] lr: 5.673e-02, eta: 2 days, 18:51:57, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6715, loss_cls: 2.5541, loss: 2.5541, grad_norm: 2.5633 2021-07-09 23:04:43,921 - mmaction - INFO - Epoch [118][740/1879] lr: 5.673e-02, eta: 2 days, 18:51:37, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6777, loss_cls: 2.5158, loss: 2.5158, grad_norm: 2.5841 2021-07-09 23:05:01,315 - mmaction - INFO - Epoch [118][760/1879] lr: 5.673e-02, eta: 2 days, 18:51:17, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6813, loss_cls: 2.5052, loss: 2.5052, grad_norm: 2.5975 2021-07-09 23:05:18,821 - mmaction - INFO - Epoch [118][780/1879] lr: 5.673e-02, eta: 2 days, 18:50:58, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6852, loss_cls: 2.4937, loss: 2.4937, grad_norm: 2.5277 2021-07-09 23:05:36,170 - mmaction - INFO - Epoch [118][800/1879] lr: 5.673e-02, eta: 2 days, 18:50:38, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6793, loss_cls: 2.5118, loss: 2.5118, grad_norm: 2.5762 2021-07-09 23:05:53,653 - mmaction - INFO - Epoch [118][820/1879] lr: 5.673e-02, eta: 2 days, 18:50:18, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6805, loss_cls: 2.4627, loss: 2.4627, grad_norm: 2.5315 2021-07-09 23:06:11,206 - mmaction - INFO - Epoch [118][840/1879] lr: 5.673e-02, eta: 2 days, 18:49:59, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6906, loss_cls: 2.4324, loss: 2.4324, grad_norm: 2.5679 2021-07-09 23:06:28,718 - mmaction - INFO - Epoch [118][860/1879] lr: 5.673e-02, eta: 2 days, 18:49:39, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6801, loss_cls: 2.5013, loss: 2.5013, grad_norm: 2.5911 2021-07-09 23:06:46,265 - mmaction - INFO - Epoch [118][880/1879] lr: 5.673e-02, eta: 2 days, 18:49:20, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6922, loss_cls: 2.4776, loss: 2.4776, grad_norm: 2.6663 2021-07-09 23:07:03,578 - mmaction - INFO - Epoch [118][900/1879] lr: 5.673e-02, eta: 2 days, 18:49:00, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6820, loss_cls: 2.4941, loss: 2.4941, grad_norm: 2.5954 2021-07-09 23:07:21,001 - mmaction - INFO - Epoch [118][920/1879] lr: 5.673e-02, eta: 2 days, 18:48:40, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6684, loss_cls: 2.5290, loss: 2.5290, grad_norm: 2.5726 2021-07-09 23:07:38,455 - mmaction - INFO - Epoch [118][940/1879] lr: 5.673e-02, eta: 2 days, 18:48:20, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6719, loss_cls: 2.5500, loss: 2.5500, grad_norm: 2.5638 2021-07-09 23:07:56,024 - mmaction - INFO - Epoch [118][960/1879] lr: 5.673e-02, eta: 2 days, 18:48:01, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6828, loss_cls: 2.5317, loss: 2.5317, grad_norm: 2.5099 2021-07-09 23:08:13,412 - mmaction - INFO - Epoch [118][980/1879] lr: 5.673e-02, eta: 2 days, 18:47:41, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6824, loss_cls: 2.5150, loss: 2.5150, grad_norm: 2.5628 2021-07-09 23:08:30,986 - mmaction - INFO - Epoch [118][1000/1879] lr: 5.673e-02, eta: 2 days, 18:47:21, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6910, loss_cls: 2.4740, loss: 2.4740, grad_norm: 2.5934 2021-07-09 23:08:48,417 - mmaction - INFO - Epoch [118][1020/1879] lr: 5.673e-02, eta: 2 days, 18:47:02, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6797, loss_cls: 2.4982, loss: 2.4982, grad_norm: 2.6025 2021-07-09 23:09:05,918 - mmaction - INFO - Epoch [118][1040/1879] lr: 5.673e-02, eta: 2 days, 18:46:42, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6828, loss_cls: 2.5117, loss: 2.5117, grad_norm: 2.5804 2021-07-09 23:09:23,407 - mmaction - INFO - Epoch [118][1060/1879] lr: 5.673e-02, eta: 2 days, 18:46:22, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6797, loss_cls: 2.4851, loss: 2.4851, grad_norm: 2.5717 2021-07-09 23:09:40,933 - mmaction - INFO - Epoch [118][1080/1879] lr: 5.673e-02, eta: 2 days, 18:46:03, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6719, loss_cls: 2.5251, loss: 2.5251, grad_norm: 2.5430 2021-07-09 23:09:58,427 - mmaction - INFO - Epoch [118][1100/1879] lr: 5.673e-02, eta: 2 days, 18:45:43, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6746, loss_cls: 2.5235, loss: 2.5235, grad_norm: 2.6047 2021-07-09 23:10:15,773 - mmaction - INFO - Epoch [118][1120/1879] lr: 5.673e-02, eta: 2 days, 18:45:23, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6746, loss_cls: 2.5456, loss: 2.5456, grad_norm: 2.6304 2021-07-09 23:10:33,283 - mmaction - INFO - Epoch [118][1140/1879] lr: 5.673e-02, eta: 2 days, 18:45:04, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6703, loss_cls: 2.5153, loss: 2.5153, grad_norm: 2.5423 2021-07-09 23:10:50,743 - mmaction - INFO - Epoch [118][1160/1879] lr: 5.673e-02, eta: 2 days, 18:44:44, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6871, loss_cls: 2.5141, loss: 2.5141, grad_norm: 2.5488 2021-07-09 23:11:08,226 - mmaction - INFO - Epoch [118][1180/1879] lr: 5.673e-02, eta: 2 days, 18:44:24, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6816, loss_cls: 2.5113, loss: 2.5113, grad_norm: 2.5174 2021-07-09 23:11:25,687 - mmaction - INFO - Epoch [118][1200/1879] lr: 5.673e-02, eta: 2 days, 18:44:05, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6848, loss_cls: 2.5012, loss: 2.5012, grad_norm: 2.4653 2021-07-09 23:11:43,054 - mmaction - INFO - Epoch [118][1220/1879] lr: 5.673e-02, eta: 2 days, 18:43:45, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6875, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.5810 2021-07-09 23:12:00,543 - mmaction - INFO - Epoch [118][1240/1879] lr: 5.673e-02, eta: 2 days, 18:43:25, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6895, loss_cls: 2.4691, loss: 2.4691, grad_norm: 2.4897 2021-07-09 23:12:18,175 - mmaction - INFO - Epoch [118][1260/1879] lr: 5.673e-02, eta: 2 days, 18:43:06, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6668, loss_cls: 2.5683, loss: 2.5683, grad_norm: 2.6059 2021-07-09 23:12:35,615 - mmaction - INFO - Epoch [118][1280/1879] lr: 5.673e-02, eta: 2 days, 18:42:46, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6672, loss_cls: 2.5823, loss: 2.5823, grad_norm: 2.6305 2021-07-09 23:12:53,126 - mmaction - INFO - Epoch [118][1300/1879] lr: 5.673e-02, eta: 2 days, 18:42:26, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4164, top5_acc: 0.6727, loss_cls: 2.5707, loss: 2.5707, grad_norm: 2.5895 2021-07-09 23:13:10,585 - mmaction - INFO - Epoch [118][1320/1879] lr: 5.673e-02, eta: 2 days, 18:42:07, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6883, loss_cls: 2.5220, loss: 2.5220, grad_norm: 2.5612 2021-07-09 23:13:28,153 - mmaction - INFO - Epoch [118][1340/1879] lr: 5.673e-02, eta: 2 days, 18:41:47, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6875, loss_cls: 2.5008, loss: 2.5008, grad_norm: 2.5981 2021-07-09 23:13:45,525 - mmaction - INFO - Epoch [118][1360/1879] lr: 5.673e-02, eta: 2 days, 18:41:27, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6793, loss_cls: 2.5237, loss: 2.5237, grad_norm: 2.6050 2021-07-09 23:14:02,958 - mmaction - INFO - Epoch [118][1380/1879] lr: 5.673e-02, eta: 2 days, 18:41:08, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6637, loss_cls: 2.5761, loss: 2.5761, grad_norm: 2.5957 2021-07-09 23:14:20,498 - mmaction - INFO - Epoch [118][1400/1879] lr: 5.673e-02, eta: 2 days, 18:40:48, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6777, loss_cls: 2.5483, loss: 2.5483, grad_norm: 2.5685 2021-07-09 23:14:37,914 - mmaction - INFO - Epoch [118][1420/1879] lr: 5.673e-02, eta: 2 days, 18:40:28, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6785, loss_cls: 2.5221, loss: 2.5221, grad_norm: 2.5923 2021-07-09 23:14:55,430 - mmaction - INFO - Epoch [118][1440/1879] lr: 5.673e-02, eta: 2 days, 18:40:09, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6863, loss_cls: 2.4977, loss: 2.4977, grad_norm: 2.5451 2021-07-09 23:15:12,926 - mmaction - INFO - Epoch [118][1460/1879] lr: 5.673e-02, eta: 2 days, 18:39:49, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6832, loss_cls: 2.4952, loss: 2.4952, grad_norm: 2.6264 2021-07-09 23:15:30,405 - mmaction - INFO - Epoch [118][1480/1879] lr: 5.673e-02, eta: 2 days, 18:39:29, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6699, loss_cls: 2.5458, loss: 2.5458, grad_norm: 2.5700 2021-07-09 23:15:47,722 - mmaction - INFO - Epoch [118][1500/1879] lr: 5.673e-02, eta: 2 days, 18:39:10, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6668, loss_cls: 2.5762, loss: 2.5762, grad_norm: 2.5800 2021-07-09 23:16:05,263 - mmaction - INFO - Epoch [118][1520/1879] lr: 5.673e-02, eta: 2 days, 18:38:50, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6664, loss_cls: 2.5500, loss: 2.5500, grad_norm: 2.5611 2021-07-09 23:16:22,570 - mmaction - INFO - Epoch [118][1540/1879] lr: 5.673e-02, eta: 2 days, 18:38:30, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6910, loss_cls: 2.4933, loss: 2.4933, grad_norm: 2.5932 2021-07-09 23:16:40,079 - mmaction - INFO - Epoch [118][1560/1879] lr: 5.673e-02, eta: 2 days, 18:38:11, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6770, loss_cls: 2.5822, loss: 2.5822, grad_norm: 2.5951 2021-07-09 23:16:57,574 - mmaction - INFO - Epoch [118][1580/1879] lr: 5.673e-02, eta: 2 days, 18:37:51, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6945, loss_cls: 2.4764, loss: 2.4764, grad_norm: 2.5645 2021-07-09 23:17:14,931 - mmaction - INFO - Epoch [118][1600/1879] lr: 5.673e-02, eta: 2 days, 18:37:31, time: 0.868, data_time: 0.006, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6766, loss_cls: 2.5787, loss: 2.5787, grad_norm: 2.5633 2021-07-09 23:17:32,364 - mmaction - INFO - Epoch [118][1620/1879] lr: 5.673e-02, eta: 2 days, 18:37:11, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6766, loss_cls: 2.5307, loss: 2.5307, grad_norm: 2.5611 2021-07-09 23:17:49,755 - mmaction - INFO - Epoch [118][1640/1879] lr: 5.673e-02, eta: 2 days, 18:36:52, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6848, loss_cls: 2.4797, loss: 2.4797, grad_norm: 2.5336 2021-07-09 23:18:07,174 - mmaction - INFO - Epoch [118][1660/1879] lr: 5.673e-02, eta: 2 days, 18:36:32, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6852, loss_cls: 2.5195, loss: 2.5195, grad_norm: 2.5703 2021-07-09 23:18:24,724 - mmaction - INFO - Epoch [118][1680/1879] lr: 5.673e-02, eta: 2 days, 18:36:12, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6863, loss_cls: 2.4672, loss: 2.4672, grad_norm: 2.6055 2021-07-09 23:18:41,962 - mmaction - INFO - Epoch [118][1700/1879] lr: 5.673e-02, eta: 2 days, 18:35:52, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6742, loss_cls: 2.5037, loss: 2.5037, grad_norm: 2.5075 2021-07-09 23:18:59,447 - mmaction - INFO - Epoch [118][1720/1879] lr: 5.673e-02, eta: 2 days, 18:35:33, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6785, loss_cls: 2.5133, loss: 2.5133, grad_norm: 2.5362 2021-07-09 23:19:16,799 - mmaction - INFO - Epoch [118][1740/1879] lr: 5.673e-02, eta: 2 days, 18:35:13, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6836, loss_cls: 2.4911, loss: 2.4911, grad_norm: 2.5648 2021-07-09 23:19:34,240 - mmaction - INFO - Epoch [118][1760/1879] lr: 5.673e-02, eta: 2 days, 18:34:53, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6770, loss_cls: 2.5310, loss: 2.5310, grad_norm: 2.5636 2021-07-09 23:19:51,564 - mmaction - INFO - Epoch [118][1780/1879] lr: 5.673e-02, eta: 2 days, 18:34:33, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6715, loss_cls: 2.5084, loss: 2.5084, grad_norm: 2.5154 2021-07-09 23:20:09,036 - mmaction - INFO - Epoch [118][1800/1879] lr: 5.673e-02, eta: 2 days, 18:34:14, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6883, loss_cls: 2.5167, loss: 2.5167, grad_norm: 2.5529 2021-07-09 23:20:26,549 - mmaction - INFO - Epoch [118][1820/1879] lr: 5.673e-02, eta: 2 days, 18:33:54, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6961, loss_cls: 2.4413, loss: 2.4413, grad_norm: 2.5756 2021-07-09 23:20:43,907 - mmaction - INFO - Epoch [118][1840/1879] lr: 5.673e-02, eta: 2 days, 18:33:34, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6809, loss_cls: 2.5541, loss: 2.5541, grad_norm: 2.5643 2021-07-09 23:21:01,481 - mmaction - INFO - Epoch [118][1860/1879] lr: 5.673e-02, eta: 2 days, 18:33:15, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6691, loss_cls: 2.5330, loss: 2.5330, grad_norm: 2.4986 2021-07-09 23:23:41,053 - mmaction - INFO - Epoch [119][20/1879] lr: 5.612e-02, eta: 2 days, 18:34:33, time: 6.676, data_time: 5.743, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6871, loss_cls: 2.4318, loss: 2.4318, grad_norm: 2.5524 2021-07-09 23:23:58,278 - mmaction - INFO - Epoch [119][40/1879] lr: 5.612e-02, eta: 2 days, 18:34:13, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6762, loss_cls: 2.5295, loss: 2.5295, grad_norm: 2.5415 2021-07-09 23:24:15,357 - mmaction - INFO - Epoch [119][60/1879] lr: 5.612e-02, eta: 2 days, 18:33:53, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4766, top5_acc: 0.7184, loss_cls: 2.3450, loss: 2.3450, grad_norm: 2.5156 2021-07-09 23:24:32,606 - mmaction - INFO - Epoch [119][80/1879] lr: 5.612e-02, eta: 2 days, 18:33:33, time: 0.861, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6871, loss_cls: 2.4858, loss: 2.4858, grad_norm: 2.6002 2021-07-09 23:24:50,078 - mmaction - INFO - Epoch [119][100/1879] lr: 5.612e-02, eta: 2 days, 18:33:13, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6918, loss_cls: 2.4753, loss: 2.4753, grad_norm: 2.5803 2021-07-09 23:25:07,641 - mmaction - INFO - Epoch [119][120/1879] lr: 5.612e-02, eta: 2 days, 18:32:53, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6805, loss_cls: 2.4954, loss: 2.4954, grad_norm: 2.5870 2021-07-09 23:25:25,118 - mmaction - INFO - Epoch [119][140/1879] lr: 5.612e-02, eta: 2 days, 18:32:34, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4594, top5_acc: 0.6855, loss_cls: 2.4617, loss: 2.4617, grad_norm: 2.5264 2021-07-09 23:25:42,588 - mmaction - INFO - Epoch [119][160/1879] lr: 5.612e-02, eta: 2 days, 18:32:14, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7020, loss_cls: 2.4245, loss: 2.4245, grad_norm: 2.5425 2021-07-09 23:26:00,182 - mmaction - INFO - Epoch [119][180/1879] lr: 5.612e-02, eta: 2 days, 18:31:55, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6992, loss_cls: 2.4441, loss: 2.4441, grad_norm: 2.5513 2021-07-09 23:26:17,598 - mmaction - INFO - Epoch [119][200/1879] lr: 5.612e-02, eta: 2 days, 18:31:35, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6922, loss_cls: 2.4417, loss: 2.4417, grad_norm: 2.5358 2021-07-09 23:26:35,117 - mmaction - INFO - Epoch [119][220/1879] lr: 5.612e-02, eta: 2 days, 18:31:15, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6914, loss_cls: 2.4656, loss: 2.4656, grad_norm: 2.5669 2021-07-09 23:26:52,558 - mmaction - INFO - Epoch [119][240/1879] lr: 5.612e-02, eta: 2 days, 18:30:55, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6898, loss_cls: 2.4538, loss: 2.4538, grad_norm: 2.5836 2021-07-09 23:27:10,077 - mmaction - INFO - Epoch [119][260/1879] lr: 5.612e-02, eta: 2 days, 18:30:36, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6793, loss_cls: 2.5053, loss: 2.5053, grad_norm: 2.5368 2021-07-09 23:27:27,512 - mmaction - INFO - Epoch [119][280/1879] lr: 5.612e-02, eta: 2 days, 18:30:16, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6902, loss_cls: 2.4812, loss: 2.4812, grad_norm: 2.5732 2021-07-09 23:27:44,842 - mmaction - INFO - Epoch [119][300/1879] lr: 5.612e-02, eta: 2 days, 18:29:56, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6816, loss_cls: 2.4720, loss: 2.4720, grad_norm: 2.6041 2021-07-09 23:28:02,357 - mmaction - INFO - Epoch [119][320/1879] lr: 5.612e-02, eta: 2 days, 18:29:37, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6855, loss_cls: 2.5131, loss: 2.5131, grad_norm: 2.5248 2021-07-09 23:28:19,691 - mmaction - INFO - Epoch [119][340/1879] lr: 5.612e-02, eta: 2 days, 18:29:17, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6656, loss_cls: 2.5271, loss: 2.5271, grad_norm: 2.5532 2021-07-09 23:28:37,178 - mmaction - INFO - Epoch [119][360/1879] lr: 5.612e-02, eta: 2 days, 18:28:57, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6930, loss_cls: 2.4506, loss: 2.4506, grad_norm: 2.5639 2021-07-09 23:28:54,672 - mmaction - INFO - Epoch [119][380/1879] lr: 5.612e-02, eta: 2 days, 18:28:38, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4523, top5_acc: 0.7012, loss_cls: 2.4345, loss: 2.4345, grad_norm: 2.5432 2021-07-09 23:29:12,192 - mmaction - INFO - Epoch [119][400/1879] lr: 5.612e-02, eta: 2 days, 18:28:18, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6813, loss_cls: 2.4957, loss: 2.4957, grad_norm: 2.6046 2021-07-09 23:29:29,546 - mmaction - INFO - Epoch [119][420/1879] lr: 5.612e-02, eta: 2 days, 18:27:58, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6793, loss_cls: 2.5154, loss: 2.5154, grad_norm: 2.5802 2021-07-09 23:29:47,019 - mmaction - INFO - Epoch [119][440/1879] lr: 5.612e-02, eta: 2 days, 18:27:38, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6645, loss_cls: 2.5574, loss: 2.5574, grad_norm: 2.6011 2021-07-09 23:30:04,417 - mmaction - INFO - Epoch [119][460/1879] lr: 5.612e-02, eta: 2 days, 18:27:19, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6824, loss_cls: 2.5106, loss: 2.5106, grad_norm: 2.5882 2021-07-09 23:30:22,044 - mmaction - INFO - Epoch [119][480/1879] lr: 5.612e-02, eta: 2 days, 18:26:59, time: 0.883, data_time: 0.002, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6797, loss_cls: 2.4879, loss: 2.4879, grad_norm: 2.5877 2021-07-09 23:30:39,622 - mmaction - INFO - Epoch [119][500/1879] lr: 5.612e-02, eta: 2 days, 18:26:40, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6820, loss_cls: 2.5143, loss: 2.5143, grad_norm: 2.5656 2021-07-09 23:30:56,975 - mmaction - INFO - Epoch [119][520/1879] lr: 5.612e-02, eta: 2 days, 18:26:20, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6883, loss_cls: 2.4563, loss: 2.4563, grad_norm: 2.5307 2021-07-09 23:31:14,365 - mmaction - INFO - Epoch [119][540/1879] lr: 5.612e-02, eta: 2 days, 18:26:00, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7020, loss_cls: 2.4163, loss: 2.4163, grad_norm: 2.5263 2021-07-09 23:31:31,841 - mmaction - INFO - Epoch [119][560/1879] lr: 5.612e-02, eta: 2 days, 18:25:41, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6777, loss_cls: 2.4992, loss: 2.4992, grad_norm: 2.5868 2021-07-09 23:31:49,370 - mmaction - INFO - Epoch [119][580/1879] lr: 5.612e-02, eta: 2 days, 18:25:21, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6797, loss_cls: 2.4815, loss: 2.4815, grad_norm: 2.5732 2021-07-09 23:32:06,844 - mmaction - INFO - Epoch [119][600/1879] lr: 5.612e-02, eta: 2 days, 18:25:01, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6746, loss_cls: 2.5198, loss: 2.5198, grad_norm: 2.5542 2021-07-09 23:32:24,351 - mmaction - INFO - Epoch [119][620/1879] lr: 5.612e-02, eta: 2 days, 18:24:42, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6852, loss_cls: 2.4894, loss: 2.4894, grad_norm: 2.5763 2021-07-09 23:32:41,744 - mmaction - INFO - Epoch [119][640/1879] lr: 5.612e-02, eta: 2 days, 18:24:22, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6770, loss_cls: 2.5351, loss: 2.5351, grad_norm: 2.6141 2021-07-09 23:32:59,252 - mmaction - INFO - Epoch [119][660/1879] lr: 5.612e-02, eta: 2 days, 18:24:02, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6715, loss_cls: 2.5728, loss: 2.5728, grad_norm: 2.6421 2021-07-09 23:33:16,630 - mmaction - INFO - Epoch [119][680/1879] lr: 5.612e-02, eta: 2 days, 18:23:42, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6957, loss_cls: 2.4348, loss: 2.4348, grad_norm: 2.5760 2021-07-09 23:33:34,011 - mmaction - INFO - Epoch [119][700/1879] lr: 5.612e-02, eta: 2 days, 18:23:23, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4031, top5_acc: 0.6676, loss_cls: 2.5860, loss: 2.5860, grad_norm: 2.6922 2021-07-09 23:33:51,633 - mmaction - INFO - Epoch [119][720/1879] lr: 5.612e-02, eta: 2 days, 18:23:03, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6738, loss_cls: 2.5652, loss: 2.5652, grad_norm: 2.6089 2021-07-09 23:34:09,042 - mmaction - INFO - Epoch [119][740/1879] lr: 5.612e-02, eta: 2 days, 18:22:43, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6871, loss_cls: 2.5155, loss: 2.5155, grad_norm: 2.5554 2021-07-09 23:34:26,647 - mmaction - INFO - Epoch [119][760/1879] lr: 5.612e-02, eta: 2 days, 18:22:24, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6848, loss_cls: 2.5432, loss: 2.5432, grad_norm: 2.5311 2021-07-09 23:34:44,213 - mmaction - INFO - Epoch [119][780/1879] lr: 5.612e-02, eta: 2 days, 18:22:04, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6781, loss_cls: 2.5016, loss: 2.5016, grad_norm: 2.5737 2021-07-09 23:35:01,693 - mmaction - INFO - Epoch [119][800/1879] lr: 5.612e-02, eta: 2 days, 18:21:45, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6828, loss_cls: 2.5373, loss: 2.5373, grad_norm: 2.6034 2021-07-09 23:35:19,295 - mmaction - INFO - Epoch [119][820/1879] lr: 5.612e-02, eta: 2 days, 18:21:25, time: 0.884, data_time: 0.004, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6937, loss_cls: 2.4118, loss: 2.4118, grad_norm: 2.5916 2021-07-09 23:35:36,772 - mmaction - INFO - Epoch [119][840/1879] lr: 5.612e-02, eta: 2 days, 18:21:06, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6789, loss_cls: 2.4991, loss: 2.4991, grad_norm: 2.6193 2021-07-09 23:35:54,244 - mmaction - INFO - Epoch [119][860/1879] lr: 5.612e-02, eta: 2 days, 18:20:46, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6937, loss_cls: 2.4872, loss: 2.4872, grad_norm: 2.6095 2021-07-09 23:36:11,824 - mmaction - INFO - Epoch [119][880/1879] lr: 5.612e-02, eta: 2 days, 18:20:26, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6762, loss_cls: 2.5329, loss: 2.5329, grad_norm: 2.6499 2021-07-09 23:36:29,304 - mmaction - INFO - Epoch [119][900/1879] lr: 5.612e-02, eta: 2 days, 18:20:07, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6824, loss_cls: 2.4919, loss: 2.4919, grad_norm: 2.5090 2021-07-09 23:36:46,745 - mmaction - INFO - Epoch [119][920/1879] lr: 5.612e-02, eta: 2 days, 18:19:47, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6887, loss_cls: 2.4660, loss: 2.4660, grad_norm: 2.5675 2021-07-09 23:37:04,228 - mmaction - INFO - Epoch [119][940/1879] lr: 5.612e-02, eta: 2 days, 18:19:27, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6875, loss_cls: 2.4700, loss: 2.4700, grad_norm: 2.5487 2021-07-09 23:37:21,866 - mmaction - INFO - Epoch [119][960/1879] lr: 5.612e-02, eta: 2 days, 18:19:08, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6770, loss_cls: 2.5052, loss: 2.5052, grad_norm: 2.6144 2021-07-09 23:37:39,428 - mmaction - INFO - Epoch [119][980/1879] lr: 5.612e-02, eta: 2 days, 18:18:48, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6773, loss_cls: 2.5035, loss: 2.5035, grad_norm: 2.5325 2021-07-09 23:37:56,759 - mmaction - INFO - Epoch [119][1000/1879] lr: 5.612e-02, eta: 2 days, 18:18:29, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6691, loss_cls: 2.5535, loss: 2.5535, grad_norm: 2.5829 2021-07-09 23:38:14,198 - mmaction - INFO - Epoch [119][1020/1879] lr: 5.612e-02, eta: 2 days, 18:18:09, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6820, loss_cls: 2.5158, loss: 2.5158, grad_norm: 2.5773 2021-07-09 23:38:31,552 - mmaction - INFO - Epoch [119][1040/1879] lr: 5.612e-02, eta: 2 days, 18:17:49, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6926, loss_cls: 2.4863, loss: 2.4863, grad_norm: 2.6135 2021-07-09 23:38:49,030 - mmaction - INFO - Epoch [119][1060/1879] lr: 5.612e-02, eta: 2 days, 18:17:29, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6848, loss_cls: 2.5337, loss: 2.5337, grad_norm: 2.6017 2021-07-09 23:39:06,500 - mmaction - INFO - Epoch [119][1080/1879] lr: 5.612e-02, eta: 2 days, 18:17:10, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6629, loss_cls: 2.5829, loss: 2.5829, grad_norm: 2.5759 2021-07-09 23:39:24,026 - mmaction - INFO - Epoch [119][1100/1879] lr: 5.612e-02, eta: 2 days, 18:16:50, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6766, loss_cls: 2.5154, loss: 2.5154, grad_norm: 2.5735 2021-07-09 23:39:41,672 - mmaction - INFO - Epoch [119][1120/1879] lr: 5.612e-02, eta: 2 days, 18:16:31, time: 0.883, data_time: 0.006, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6918, loss_cls: 2.4671, loss: 2.4671, grad_norm: 2.6234 2021-07-09 23:39:59,148 - mmaction - INFO - Epoch [119][1140/1879] lr: 5.612e-02, eta: 2 days, 18:16:11, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6816, loss_cls: 2.5334, loss: 2.5334, grad_norm: 2.5752 2021-07-09 23:40:16,594 - mmaction - INFO - Epoch [119][1160/1879] lr: 5.612e-02, eta: 2 days, 18:15:51, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6879, loss_cls: 2.4668, loss: 2.4668, grad_norm: 2.4947 2021-07-09 23:40:34,208 - mmaction - INFO - Epoch [119][1180/1879] lr: 5.612e-02, eta: 2 days, 18:15:32, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6883, loss_cls: 2.4897, loss: 2.4897, grad_norm: 2.6149 2021-07-09 23:40:51,658 - mmaction - INFO - Epoch [119][1200/1879] lr: 5.612e-02, eta: 2 days, 18:15:12, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6855, loss_cls: 2.4573, loss: 2.4573, grad_norm: 2.5439 2021-07-09 23:41:09,090 - mmaction - INFO - Epoch [119][1220/1879] lr: 5.612e-02, eta: 2 days, 18:14:53, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6590, loss_cls: 2.6054, loss: 2.6054, grad_norm: 2.6119 2021-07-09 23:41:26,499 - mmaction - INFO - Epoch [119][1240/1879] lr: 5.612e-02, eta: 2 days, 18:14:33, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6785, loss_cls: 2.5377, loss: 2.5377, grad_norm: 2.5974 2021-07-09 23:41:44,102 - mmaction - INFO - Epoch [119][1260/1879] lr: 5.612e-02, eta: 2 days, 18:14:13, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6758, loss_cls: 2.5366, loss: 2.5366, grad_norm: 2.6131 2021-07-09 23:42:01,426 - mmaction - INFO - Epoch [119][1280/1879] lr: 5.612e-02, eta: 2 days, 18:13:54, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7102, loss_cls: 2.3942, loss: 2.3942, grad_norm: 2.5556 2021-07-09 23:42:18,773 - mmaction - INFO - Epoch [119][1300/1879] lr: 5.612e-02, eta: 2 days, 18:13:34, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6809, loss_cls: 2.5247, loss: 2.5247, grad_norm: 2.5915 2021-07-09 23:42:36,199 - mmaction - INFO - Epoch [119][1320/1879] lr: 5.612e-02, eta: 2 days, 18:13:14, time: 0.869, data_time: 0.000, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6797, loss_cls: 2.5167, loss: 2.5167, grad_norm: 2.6350 2021-07-09 23:42:53,756 - mmaction - INFO - Epoch [119][1340/1879] lr: 5.612e-02, eta: 2 days, 18:12:54, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6875, loss_cls: 2.4856, loss: 2.4856, grad_norm: 2.6006 2021-07-09 23:43:11,180 - mmaction - INFO - Epoch [119][1360/1879] lr: 5.612e-02, eta: 2 days, 18:12:35, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6813, loss_cls: 2.5176, loss: 2.5176, grad_norm: 2.5636 2021-07-09 23:43:28,676 - mmaction - INFO - Epoch [119][1380/1879] lr: 5.612e-02, eta: 2 days, 18:12:15, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6832, loss_cls: 2.5487, loss: 2.5487, grad_norm: 2.5941 2021-07-09 23:43:46,165 - mmaction - INFO - Epoch [119][1400/1879] lr: 5.612e-02, eta: 2 days, 18:11:56, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6820, loss_cls: 2.5136, loss: 2.5136, grad_norm: 2.5811 2021-07-09 23:44:03,589 - mmaction - INFO - Epoch [119][1420/1879] lr: 5.612e-02, eta: 2 days, 18:11:36, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6652, loss_cls: 2.5121, loss: 2.5121, grad_norm: 2.5386 2021-07-09 23:44:21,173 - mmaction - INFO - Epoch [119][1440/1879] lr: 5.612e-02, eta: 2 days, 18:11:16, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6891, loss_cls: 2.4878, loss: 2.4878, grad_norm: 2.6159 2021-07-09 23:44:38,532 - mmaction - INFO - Epoch [119][1460/1879] lr: 5.612e-02, eta: 2 days, 18:10:57, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6719, loss_cls: 2.5434, loss: 2.5434, grad_norm: 2.6579 2021-07-09 23:44:55,991 - mmaction - INFO - Epoch [119][1480/1879] lr: 5.612e-02, eta: 2 days, 18:10:37, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6758, loss_cls: 2.5047, loss: 2.5047, grad_norm: 2.5827 2021-07-09 23:45:13,337 - mmaction - INFO - Epoch [119][1500/1879] lr: 5.612e-02, eta: 2 days, 18:10:17, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6633, loss_cls: 2.5856, loss: 2.5856, grad_norm: 2.5963 2021-07-09 23:45:30,867 - mmaction - INFO - Epoch [119][1520/1879] lr: 5.612e-02, eta: 2 days, 18:09:58, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6914, loss_cls: 2.4888, loss: 2.4888, grad_norm: 2.5457 2021-07-09 23:45:48,333 - mmaction - INFO - Epoch [119][1540/1879] lr: 5.612e-02, eta: 2 days, 18:09:38, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6801, loss_cls: 2.5248, loss: 2.5248, grad_norm: 2.5957 2021-07-09 23:46:05,865 - mmaction - INFO - Epoch [119][1560/1879] lr: 5.612e-02, eta: 2 days, 18:09:18, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6703, loss_cls: 2.5719, loss: 2.5719, grad_norm: 2.6299 2021-07-09 23:46:23,347 - mmaction - INFO - Epoch [119][1580/1879] lr: 5.612e-02, eta: 2 days, 18:08:59, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6684, loss_cls: 2.5386, loss: 2.5386, grad_norm: 2.5535 2021-07-09 23:46:40,864 - mmaction - INFO - Epoch [119][1600/1879] lr: 5.612e-02, eta: 2 days, 18:08:39, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4184, top5_acc: 0.6711, loss_cls: 2.5742, loss: 2.5742, grad_norm: 2.5704 2021-07-09 23:46:58,346 - mmaction - INFO - Epoch [119][1620/1879] lr: 5.612e-02, eta: 2 days, 18:08:19, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6734, loss_cls: 2.5545, loss: 2.5545, grad_norm: 2.5417 2021-07-09 23:47:15,717 - mmaction - INFO - Epoch [119][1640/1879] lr: 5.612e-02, eta: 2 days, 18:08:00, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6750, loss_cls: 2.4961, loss: 2.4961, grad_norm: 2.5246 2021-07-09 23:47:33,052 - mmaction - INFO - Epoch [119][1660/1879] lr: 5.612e-02, eta: 2 days, 18:07:40, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6723, loss_cls: 2.5325, loss: 2.5325, grad_norm: 2.5678 2021-07-09 23:47:50,497 - mmaction - INFO - Epoch [119][1680/1879] lr: 5.612e-02, eta: 2 days, 18:07:20, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6730, loss_cls: 2.5613, loss: 2.5613, grad_norm: 2.6784 2021-07-09 23:48:07,866 - mmaction - INFO - Epoch [119][1700/1879] lr: 5.612e-02, eta: 2 days, 18:07:00, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6723, loss_cls: 2.5715, loss: 2.5715, grad_norm: 2.6369 2021-07-09 23:48:25,365 - mmaction - INFO - Epoch [119][1720/1879] lr: 5.612e-02, eta: 2 days, 18:06:41, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6855, loss_cls: 2.4828, loss: 2.4828, grad_norm: 2.5999 2021-07-09 23:48:42,999 - mmaction - INFO - Epoch [119][1740/1879] lr: 5.612e-02, eta: 2 days, 18:06:21, time: 0.884, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6871, loss_cls: 2.4912, loss: 2.4912, grad_norm: 2.5955 2021-07-09 23:49:00,424 - mmaction - INFO - Epoch [119][1760/1879] lr: 5.612e-02, eta: 2 days, 18:06:02, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6859, loss_cls: 2.5059, loss: 2.5059, grad_norm: 2.5803 2021-07-09 23:49:17,774 - mmaction - INFO - Epoch [119][1780/1879] lr: 5.612e-02, eta: 2 days, 18:05:42, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6813, loss_cls: 2.4922, loss: 2.4922, grad_norm: 2.5852 2021-07-09 23:49:35,303 - mmaction - INFO - Epoch [119][1800/1879] lr: 5.612e-02, eta: 2 days, 18:05:22, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6961, loss_cls: 2.4975, loss: 2.4975, grad_norm: 2.6397 2021-07-09 23:49:52,646 - mmaction - INFO - Epoch [119][1820/1879] lr: 5.612e-02, eta: 2 days, 18:05:02, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6559, loss_cls: 2.5666, loss: 2.5666, grad_norm: 2.5839 2021-07-09 23:50:10,128 - mmaction - INFO - Epoch [119][1840/1879] lr: 5.612e-02, eta: 2 days, 18:04:43, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6797, loss_cls: 2.5139, loss: 2.5139, grad_norm: 2.5494 2021-07-09 23:50:27,638 - mmaction - INFO - Epoch [119][1860/1879] lr: 5.612e-02, eta: 2 days, 18:04:23, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6820, loss_cls: 2.4965, loss: 2.4965, grad_norm: 2.5952 2021-07-09 23:53:14,148 - mmaction - INFO - Epoch [120][20/1879] lr: 5.551e-02, eta: 2 days, 18:05:47, time: 7.016, data_time: 6.049, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6879, loss_cls: 2.4560, loss: 2.4560, grad_norm: 2.5715 2021-07-09 23:53:31,453 - mmaction - INFO - Epoch [120][40/1879] lr: 5.551e-02, eta: 2 days, 18:05:27, time: 0.867, data_time: 0.008, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6887, loss_cls: 2.5197, loss: 2.5197, grad_norm: 2.6475 2021-07-09 23:53:48,648 - mmaction - INFO - Epoch [120][60/1879] lr: 5.551e-02, eta: 2 days, 18:05:07, time: 0.858, data_time: 0.001, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6953, loss_cls: 2.4303, loss: 2.4303, grad_norm: 2.5283 2021-07-09 23:54:06,111 - mmaction - INFO - Epoch [120][80/1879] lr: 5.551e-02, eta: 2 days, 18:04:48, time: 0.875, data_time: 0.007, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6766, loss_cls: 2.5359, loss: 2.5359, grad_norm: 2.5943 2021-07-09 23:54:23,577 - mmaction - INFO - Epoch [120][100/1879] lr: 5.551e-02, eta: 2 days, 18:04:28, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6898, loss_cls: 2.4480, loss: 2.4480, grad_norm: 2.5774 2021-07-09 23:54:40,853 - mmaction - INFO - Epoch [120][120/1879] lr: 5.551e-02, eta: 2 days, 18:04:08, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6984, loss_cls: 2.4278, loss: 2.4278, grad_norm: 2.5339 2021-07-09 23:54:58,317 - mmaction - INFO - Epoch [120][140/1879] lr: 5.551e-02, eta: 2 days, 18:03:49, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6828, loss_cls: 2.4833, loss: 2.4833, grad_norm: 2.5882 2021-07-09 23:55:15,824 - mmaction - INFO - Epoch [120][160/1879] lr: 5.551e-02, eta: 2 days, 18:03:29, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6836, loss_cls: 2.4517, loss: 2.4517, grad_norm: 2.5464 2021-07-09 23:55:33,168 - mmaction - INFO - Epoch [120][180/1879] lr: 5.551e-02, eta: 2 days, 18:03:09, time: 0.869, data_time: 0.007, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6773, loss_cls: 2.5177, loss: 2.5177, grad_norm: 2.6368 2021-07-09 23:55:50,566 - mmaction - INFO - Epoch [120][200/1879] lr: 5.551e-02, eta: 2 days, 18:02:49, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6734, loss_cls: 2.5095, loss: 2.5095, grad_norm: 2.6610 2021-07-09 23:56:07,990 - mmaction - INFO - Epoch [120][220/1879] lr: 5.551e-02, eta: 2 days, 18:02:30, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6855, loss_cls: 2.4724, loss: 2.4724, grad_norm: 2.6663 2021-07-09 23:56:25,503 - mmaction - INFO - Epoch [120][240/1879] lr: 5.551e-02, eta: 2 days, 18:02:10, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6934, loss_cls: 2.4007, loss: 2.4007, grad_norm: 2.5955 2021-07-09 23:56:42,959 - mmaction - INFO - Epoch [120][260/1879] lr: 5.551e-02, eta: 2 days, 18:01:50, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6793, loss_cls: 2.4929, loss: 2.4929, grad_norm: 2.6277 2021-07-09 23:57:00,362 - mmaction - INFO - Epoch [120][280/1879] lr: 5.551e-02, eta: 2 days, 18:01:31, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6988, loss_cls: 2.4339, loss: 2.4339, grad_norm: 2.6295 2021-07-09 23:57:17,868 - mmaction - INFO - Epoch [120][300/1879] lr: 5.551e-02, eta: 2 days, 18:01:11, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6762, loss_cls: 2.4943, loss: 2.4943, grad_norm: 2.5698 2021-07-09 23:57:35,365 - mmaction - INFO - Epoch [120][320/1879] lr: 5.551e-02, eta: 2 days, 18:00:51, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6687, loss_cls: 2.5989, loss: 2.5989, grad_norm: 2.5918 2021-07-09 23:57:52,854 - mmaction - INFO - Epoch [120][340/1879] lr: 5.551e-02, eta: 2 days, 18:00:32, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6727, loss_cls: 2.5629, loss: 2.5629, grad_norm: 2.5522 2021-07-09 23:58:10,333 - mmaction - INFO - Epoch [120][360/1879] lr: 5.551e-02, eta: 2 days, 18:00:12, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4555, top5_acc: 0.7078, loss_cls: 2.3984, loss: 2.3984, grad_norm: 2.5388 2021-07-09 23:58:27,774 - mmaction - INFO - Epoch [120][380/1879] lr: 5.551e-02, eta: 2 days, 17:59:52, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6844, loss_cls: 2.4742, loss: 2.4742, grad_norm: 2.5900 2021-07-09 23:58:45,178 - mmaction - INFO - Epoch [120][400/1879] lr: 5.551e-02, eta: 2 days, 17:59:33, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4551, top5_acc: 0.7027, loss_cls: 2.4110, loss: 2.4110, grad_norm: 2.6186 2021-07-09 23:59:02,793 - mmaction - INFO - Epoch [120][420/1879] lr: 5.551e-02, eta: 2 days, 17:59:13, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6891, loss_cls: 2.4295, loss: 2.4295, grad_norm: 2.5350 2021-07-09 23:59:20,295 - mmaction - INFO - Epoch [120][440/1879] lr: 5.551e-02, eta: 2 days, 17:58:54, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6742, loss_cls: 2.5260, loss: 2.5260, grad_norm: 2.6389 2021-07-09 23:59:37,716 - mmaction - INFO - Epoch [120][460/1879] lr: 5.551e-02, eta: 2 days, 17:58:34, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6785, loss_cls: 2.5693, loss: 2.5693, grad_norm: 2.6575 2021-07-09 23:59:55,140 - mmaction - INFO - Epoch [120][480/1879] lr: 5.551e-02, eta: 2 days, 17:58:14, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6742, loss_cls: 2.5468, loss: 2.5468, grad_norm: 2.6334 2021-07-10 00:00:21,859 - mmaction - INFO - Epoch [120][500/1879] lr: 5.551e-02, eta: 2 days, 17:58:05, time: 1.336, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6805, loss_cls: 2.5300, loss: 2.5300, grad_norm: 2.5809 2021-07-10 00:00:39,481 - mmaction - INFO - Epoch [120][520/1879] lr: 5.551e-02, eta: 2 days, 17:57:46, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6867, loss_cls: 2.4779, loss: 2.4779, grad_norm: 2.5838 2021-07-10 00:00:56,838 - mmaction - INFO - Epoch [120][540/1879] lr: 5.551e-02, eta: 2 days, 17:57:26, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6816, loss_cls: 2.5300, loss: 2.5300, grad_norm: 2.6063 2021-07-10 00:01:14,377 - mmaction - INFO - Epoch [120][560/1879] lr: 5.551e-02, eta: 2 days, 17:57:06, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6816, loss_cls: 2.4452, loss: 2.4452, grad_norm: 2.6252 2021-07-10 00:01:31,848 - mmaction - INFO - Epoch [120][580/1879] lr: 5.551e-02, eta: 2 days, 17:56:47, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6953, loss_cls: 2.4730, loss: 2.4730, grad_norm: 2.6213 2021-07-10 00:01:49,321 - mmaction - INFO - Epoch [120][600/1879] lr: 5.551e-02, eta: 2 days, 17:56:27, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6809, loss_cls: 2.5434, loss: 2.5434, grad_norm: 2.6130 2021-07-10 00:02:06,818 - mmaction - INFO - Epoch [120][620/1879] lr: 5.551e-02, eta: 2 days, 17:56:07, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6996, loss_cls: 2.4355, loss: 2.4355, grad_norm: 2.5676 2021-07-10 00:02:24,366 - mmaction - INFO - Epoch [120][640/1879] lr: 5.551e-02, eta: 2 days, 17:55:48, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6984, loss_cls: 2.4201, loss: 2.4201, grad_norm: 2.6269 2021-07-10 00:02:41,799 - mmaction - INFO - Epoch [120][660/1879] lr: 5.551e-02, eta: 2 days, 17:55:28, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6797, loss_cls: 2.4929, loss: 2.4929, grad_norm: 2.6270 2021-07-10 00:02:59,238 - mmaction - INFO - Epoch [120][680/1879] lr: 5.551e-02, eta: 2 days, 17:55:08, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6816, loss_cls: 2.5056, loss: 2.5056, grad_norm: 2.5113 2021-07-10 00:03:16,801 - mmaction - INFO - Epoch [120][700/1879] lr: 5.551e-02, eta: 2 days, 17:54:49, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.4238, top5_acc: 0.6840, loss_cls: 2.5324, loss: 2.5324, grad_norm: 2.6465 2021-07-10 00:03:34,269 - mmaction - INFO - Epoch [120][720/1879] lr: 5.551e-02, eta: 2 days, 17:54:29, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6898, loss_cls: 2.4567, loss: 2.4567, grad_norm: 2.5884 2021-07-10 00:03:51,802 - mmaction - INFO - Epoch [120][740/1879] lr: 5.551e-02, eta: 2 days, 17:54:10, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6945, loss_cls: 2.4547, loss: 2.4547, grad_norm: 2.6152 2021-07-10 00:04:09,333 - mmaction - INFO - Epoch [120][760/1879] lr: 5.551e-02, eta: 2 days, 17:53:50, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6750, loss_cls: 2.5404, loss: 2.5404, grad_norm: 2.5847 2021-07-10 00:04:26,786 - mmaction - INFO - Epoch [120][780/1879] lr: 5.551e-02, eta: 2 days, 17:53:30, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6930, loss_cls: 2.4381, loss: 2.4381, grad_norm: 2.5407 2021-07-10 00:04:44,157 - mmaction - INFO - Epoch [120][800/1879] lr: 5.551e-02, eta: 2 days, 17:53:11, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6809, loss_cls: 2.5053, loss: 2.5053, grad_norm: 2.6176 2021-07-10 00:05:01,542 - mmaction - INFO - Epoch [120][820/1879] lr: 5.551e-02, eta: 2 days, 17:52:51, time: 0.868, data_time: 0.000, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6809, loss_cls: 2.4410, loss: 2.4410, grad_norm: 2.5540 2021-07-10 00:05:19,070 - mmaction - INFO - Epoch [120][840/1879] lr: 5.551e-02, eta: 2 days, 17:52:31, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6684, loss_cls: 2.5927, loss: 2.5927, grad_norm: 2.5475 2021-07-10 00:05:36,492 - mmaction - INFO - Epoch [120][860/1879] lr: 5.551e-02, eta: 2 days, 17:52:12, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6891, loss_cls: 2.4884, loss: 2.4884, grad_norm: 2.5714 2021-07-10 00:05:54,099 - mmaction - INFO - Epoch [120][880/1879] lr: 5.551e-02, eta: 2 days, 17:51:52, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6777, loss_cls: 2.5094, loss: 2.5094, grad_norm: 2.6265 2021-07-10 00:06:11,542 - mmaction - INFO - Epoch [120][900/1879] lr: 5.551e-02, eta: 2 days, 17:51:33, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6957, loss_cls: 2.4328, loss: 2.4328, grad_norm: 2.5258 2021-07-10 00:06:29,204 - mmaction - INFO - Epoch [120][920/1879] lr: 5.551e-02, eta: 2 days, 17:51:13, time: 0.885, data_time: 0.003, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6871, loss_cls: 2.4868, loss: 2.4868, grad_norm: 2.5332 2021-07-10 00:06:46,681 - mmaction - INFO - Epoch [120][940/1879] lr: 5.551e-02, eta: 2 days, 17:50:54, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6734, loss_cls: 2.4981, loss: 2.4981, grad_norm: 2.5693 2021-07-10 00:07:04,104 - mmaction - INFO - Epoch [120][960/1879] lr: 5.551e-02, eta: 2 days, 17:50:34, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6887, loss_cls: 2.4703, loss: 2.4703, grad_norm: 2.5530 2021-07-10 00:07:21,507 - mmaction - INFO - Epoch [120][980/1879] lr: 5.551e-02, eta: 2 days, 17:50:14, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6684, loss_cls: 2.5511, loss: 2.5511, grad_norm: 2.6405 2021-07-10 00:07:39,009 - mmaction - INFO - Epoch [120][1000/1879] lr: 5.551e-02, eta: 2 days, 17:49:54, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6859, loss_cls: 2.4487, loss: 2.4487, grad_norm: 2.6335 2021-07-10 00:07:56,424 - mmaction - INFO - Epoch [120][1020/1879] lr: 5.551e-02, eta: 2 days, 17:49:35, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4230, top5_acc: 0.6781, loss_cls: 2.5439, loss: 2.5439, grad_norm: 2.6354 2021-07-10 00:08:13,901 - mmaction - INFO - Epoch [120][1040/1879] lr: 5.551e-02, eta: 2 days, 17:49:15, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6836, loss_cls: 2.5078, loss: 2.5078, grad_norm: 2.5866 2021-07-10 00:08:31,301 - mmaction - INFO - Epoch [120][1060/1879] lr: 5.551e-02, eta: 2 days, 17:48:55, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6883, loss_cls: 2.4455, loss: 2.4455, grad_norm: 2.5158 2021-07-10 00:08:48,764 - mmaction - INFO - Epoch [120][1080/1879] lr: 5.551e-02, eta: 2 days, 17:48:36, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4605, top5_acc: 0.6898, loss_cls: 2.4230, loss: 2.4230, grad_norm: 2.5343 2021-07-10 00:09:06,405 - mmaction - INFO - Epoch [120][1100/1879] lr: 5.551e-02, eta: 2 days, 17:48:16, time: 0.884, data_time: 0.002, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6844, loss_cls: 2.4939, loss: 2.4939, grad_norm: 2.5833 2021-07-10 00:09:23,898 - mmaction - INFO - Epoch [120][1120/1879] lr: 5.551e-02, eta: 2 days, 17:47:57, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6781, loss_cls: 2.5439, loss: 2.5439, grad_norm: 2.6351 2021-07-10 00:09:41,460 - mmaction - INFO - Epoch [120][1140/1879] lr: 5.551e-02, eta: 2 days, 17:47:37, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6859, loss_cls: 2.4826, loss: 2.4826, grad_norm: 2.5780 2021-07-10 00:09:58,960 - mmaction - INFO - Epoch [120][1160/1879] lr: 5.551e-02, eta: 2 days, 17:47:18, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6656, loss_cls: 2.6202, loss: 2.6202, grad_norm: 2.6213 2021-07-10 00:10:16,475 - mmaction - INFO - Epoch [120][1180/1879] lr: 5.551e-02, eta: 2 days, 17:46:58, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6746, loss_cls: 2.5322, loss: 2.5322, grad_norm: 2.5902 2021-07-10 00:10:34,014 - mmaction - INFO - Epoch [120][1200/1879] lr: 5.551e-02, eta: 2 days, 17:46:38, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6809, loss_cls: 2.4741, loss: 2.4741, grad_norm: 2.5902 2021-07-10 00:10:51,469 - mmaction - INFO - Epoch [120][1220/1879] lr: 5.551e-02, eta: 2 days, 17:46:19, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6766, loss_cls: 2.5383, loss: 2.5383, grad_norm: 2.6224 2021-07-10 00:11:08,989 - mmaction - INFO - Epoch [120][1240/1879] lr: 5.551e-02, eta: 2 days, 17:45:59, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6832, loss_cls: 2.5103, loss: 2.5103, grad_norm: 2.5935 2021-07-10 00:11:26,520 - mmaction - INFO - Epoch [120][1260/1879] lr: 5.551e-02, eta: 2 days, 17:45:40, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6855, loss_cls: 2.5173, loss: 2.5173, grad_norm: 2.6063 2021-07-10 00:11:44,009 - mmaction - INFO - Epoch [120][1280/1879] lr: 5.551e-02, eta: 2 days, 17:45:20, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6641, loss_cls: 2.5947, loss: 2.5947, grad_norm: 2.5825 2021-07-10 00:12:01,364 - mmaction - INFO - Epoch [120][1300/1879] lr: 5.551e-02, eta: 2 days, 17:45:00, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.4086, top5_acc: 0.6789, loss_cls: 2.5618, loss: 2.5618, grad_norm: 2.6164 2021-07-10 00:12:18,801 - mmaction - INFO - Epoch [120][1320/1879] lr: 5.551e-02, eta: 2 days, 17:44:41, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6570, loss_cls: 2.5830, loss: 2.5830, grad_norm: 2.5952 2021-07-10 00:12:36,191 - mmaction - INFO - Epoch [120][1340/1879] lr: 5.551e-02, eta: 2 days, 17:44:21, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6754, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.5635 2021-07-10 00:12:53,591 - mmaction - INFO - Epoch [120][1360/1879] lr: 5.551e-02, eta: 2 days, 17:44:01, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6844, loss_cls: 2.4950, loss: 2.4950, grad_norm: 2.5957 2021-07-10 00:13:11,102 - mmaction - INFO - Epoch [120][1380/1879] lr: 5.551e-02, eta: 2 days, 17:43:41, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6723, loss_cls: 2.5305, loss: 2.5305, grad_norm: 2.6731 2021-07-10 00:13:28,632 - mmaction - INFO - Epoch [120][1400/1879] lr: 5.551e-02, eta: 2 days, 17:43:22, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6730, loss_cls: 2.5762, loss: 2.5762, grad_norm: 2.6531 2021-07-10 00:13:45,991 - mmaction - INFO - Epoch [120][1420/1879] lr: 5.551e-02, eta: 2 days, 17:43:02, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6734, loss_cls: 2.4924, loss: 2.4924, grad_norm: 2.5790 2021-07-10 00:14:03,534 - mmaction - INFO - Epoch [120][1440/1879] lr: 5.551e-02, eta: 2 days, 17:42:43, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6879, loss_cls: 2.4704, loss: 2.4704, grad_norm: 2.6140 2021-07-10 00:14:21,068 - mmaction - INFO - Epoch [120][1460/1879] lr: 5.551e-02, eta: 2 days, 17:42:23, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6766, loss_cls: 2.5236, loss: 2.5236, grad_norm: 2.5729 2021-07-10 00:14:38,476 - mmaction - INFO - Epoch [120][1480/1879] lr: 5.551e-02, eta: 2 days, 17:42:03, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6656, loss_cls: 2.5408, loss: 2.5408, grad_norm: 2.5243 2021-07-10 00:14:55,912 - mmaction - INFO - Epoch [120][1500/1879] lr: 5.551e-02, eta: 2 days, 17:41:44, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6898, loss_cls: 2.4208, loss: 2.4208, grad_norm: 2.5124 2021-07-10 00:15:13,374 - mmaction - INFO - Epoch [120][1520/1879] lr: 5.551e-02, eta: 2 days, 17:41:24, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6824, loss_cls: 2.4616, loss: 2.4616, grad_norm: 2.6168 2021-07-10 00:15:30,852 - mmaction - INFO - Epoch [120][1540/1879] lr: 5.551e-02, eta: 2 days, 17:41:04, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6766, loss_cls: 2.5055, loss: 2.5055, grad_norm: 2.5892 2021-07-10 00:15:48,286 - mmaction - INFO - Epoch [120][1560/1879] lr: 5.551e-02, eta: 2 days, 17:40:45, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4621, top5_acc: 0.6949, loss_cls: 2.4058, loss: 2.4058, grad_norm: 2.5051 2021-07-10 00:16:05,902 - mmaction - INFO - Epoch [120][1580/1879] lr: 5.551e-02, eta: 2 days, 17:40:25, time: 0.881, data_time: 0.001, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6582, loss_cls: 2.5734, loss: 2.5734, grad_norm: 2.6517 2021-07-10 00:16:23,346 - mmaction - INFO - Epoch [120][1600/1879] lr: 5.551e-02, eta: 2 days, 17:40:06, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4512, top5_acc: 0.7000, loss_cls: 2.4004, loss: 2.4004, grad_norm: 2.5509 2021-07-10 00:16:40,954 - mmaction - INFO - Epoch [120][1620/1879] lr: 5.551e-02, eta: 2 days, 17:39:46, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6691, loss_cls: 2.5554, loss: 2.5554, grad_norm: 2.6132 2021-07-10 00:16:58,491 - mmaction - INFO - Epoch [120][1640/1879] lr: 5.551e-02, eta: 2 days, 17:39:27, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.7012, loss_cls: 2.3931, loss: 2.3931, grad_norm: 2.5762 2021-07-10 00:17:15,889 - mmaction - INFO - Epoch [120][1660/1879] lr: 5.551e-02, eta: 2 days, 17:39:07, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6559, loss_cls: 2.6617, loss: 2.6617, grad_norm: 2.7057 2021-07-10 00:17:33,356 - mmaction - INFO - Epoch [120][1680/1879] lr: 5.551e-02, eta: 2 days, 17:38:47, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6742, loss_cls: 2.5170, loss: 2.5170, grad_norm: 2.5865 2021-07-10 00:17:50,837 - mmaction - INFO - Epoch [120][1700/1879] lr: 5.551e-02, eta: 2 days, 17:38:28, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6609, loss_cls: 2.5890, loss: 2.5890, grad_norm: 2.6419 2021-07-10 00:18:08,271 - mmaction - INFO - Epoch [120][1720/1879] lr: 5.551e-02, eta: 2 days, 17:38:08, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6816, loss_cls: 2.5037, loss: 2.5037, grad_norm: 2.5719 2021-07-10 00:18:25,630 - mmaction - INFO - Epoch [120][1740/1879] lr: 5.551e-02, eta: 2 days, 17:37:48, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6922, loss_cls: 2.4519, loss: 2.4519, grad_norm: 2.5356 2021-07-10 00:18:43,064 - mmaction - INFO - Epoch [120][1760/1879] lr: 5.551e-02, eta: 2 days, 17:37:29, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6609, loss_cls: 2.5659, loss: 2.5659, grad_norm: 2.6208 2021-07-10 00:19:00,439 - mmaction - INFO - Epoch [120][1780/1879] lr: 5.551e-02, eta: 2 days, 17:37:09, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6711, loss_cls: 2.5629, loss: 2.5629, grad_norm: 2.6265 2021-07-10 00:19:17,979 - mmaction - INFO - Epoch [120][1800/1879] lr: 5.551e-02, eta: 2 days, 17:36:49, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4129, top5_acc: 0.6602, loss_cls: 2.6123, loss: 2.6123, grad_norm: 2.5883 2021-07-10 00:19:35,586 - mmaction - INFO - Epoch [120][1820/1879] lr: 5.551e-02, eta: 2 days, 17:36:30, time: 0.880, data_time: 0.001, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6684, loss_cls: 2.5653, loss: 2.5653, grad_norm: 2.5126 2021-07-10 00:19:53,006 - mmaction - INFO - Epoch [120][1840/1879] lr: 5.551e-02, eta: 2 days, 17:36:10, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6969, loss_cls: 2.4513, loss: 2.4513, grad_norm: 2.5241 2021-07-10 00:20:10,403 - mmaction - INFO - Epoch [120][1860/1879] lr: 5.551e-02, eta: 2 days, 17:35:50, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6957, loss_cls: 2.5165, loss: 2.5165, grad_norm: 2.5394 2021-07-10 00:24:33,457 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-10 00:24:34,264 - mmaction - INFO - top1_acc 0.4999 top5_acc 0.7617 2021-07-10 00:24:34,264 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-10 00:24:34,320 - mmaction - INFO - mean_acc 0.4998 2021-07-10 00:24:35,864 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_120.pth. 2021-07-10 00:24:35,864 - mmaction - INFO - Best top1_acc is 0.4999 at 120 epoch. 2021-07-10 00:24:35,870 - mmaction - INFO - Saving checkpoint at 120 epochs 2021-07-10 00:24:37,220 - mmaction - INFO - Epoch(val) [120][155] top1_acc: 0.4999, top5_acc: 0.7617, mean_class_accuracy: 0.4998 2021-07-10 00:26:05,812 - mmaction - INFO - Epoch [121][20/1879] lr: 5.490e-02, eta: 2 days, 17:36:14, time: 4.427, data_time: 3.300, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6813, loss_cls: 2.4753, loss: 2.4753, grad_norm: 2.5665 2021-07-10 00:26:23,124 - mmaction - INFO - Epoch [121][40/1879] lr: 5.490e-02, eta: 2 days, 17:35:54, time: 0.864, data_time: 0.007, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6953, loss_cls: 2.4049, loss: 2.4049, grad_norm: 2.5228 2021-07-10 00:26:40,201 - mmaction - INFO - Epoch [121][60/1879] lr: 5.490e-02, eta: 2 days, 17:35:34, time: 0.856, data_time: 0.003, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6945, loss_cls: 2.4210, loss: 2.4210, grad_norm: 2.6545 2021-07-10 00:26:57,532 - mmaction - INFO - Epoch [121][80/1879] lr: 5.490e-02, eta: 2 days, 17:35:14, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6859, loss_cls: 2.4624, loss: 2.4624, grad_norm: 2.5853 2021-07-10 00:27:14,986 - mmaction - INFO - Epoch [121][100/1879] lr: 5.490e-02, eta: 2 days, 17:34:54, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6910, loss_cls: 2.4467, loss: 2.4467, grad_norm: 2.4970 2021-07-10 00:27:32,412 - mmaction - INFO - Epoch [121][120/1879] lr: 5.490e-02, eta: 2 days, 17:34:35, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6828, loss_cls: 2.5090, loss: 2.5090, grad_norm: 2.5455 2021-07-10 00:27:49,932 - mmaction - INFO - Epoch [121][140/1879] lr: 5.490e-02, eta: 2 days, 17:34:15, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6852, loss_cls: 2.5296, loss: 2.5296, grad_norm: 2.6667 2021-07-10 00:28:07,434 - mmaction - INFO - Epoch [121][160/1879] lr: 5.490e-02, eta: 2 days, 17:33:56, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6871, loss_cls: 2.4737, loss: 2.4737, grad_norm: 2.5945 2021-07-10 00:28:24,930 - mmaction - INFO - Epoch [121][180/1879] lr: 5.490e-02, eta: 2 days, 17:33:36, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6813, loss_cls: 2.5275, loss: 2.5275, grad_norm: 2.6442 2021-07-10 00:28:42,382 - mmaction - INFO - Epoch [121][200/1879] lr: 5.490e-02, eta: 2 days, 17:33:16, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6910, loss_cls: 2.4813, loss: 2.4813, grad_norm: 2.5478 2021-07-10 00:28:59,801 - mmaction - INFO - Epoch [121][220/1879] lr: 5.490e-02, eta: 2 days, 17:32:57, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6836, loss_cls: 2.4642, loss: 2.4642, grad_norm: 2.5481 2021-07-10 00:29:17,115 - mmaction - INFO - Epoch [121][240/1879] lr: 5.490e-02, eta: 2 days, 17:32:37, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6855, loss_cls: 2.4751, loss: 2.4751, grad_norm: 2.5425 2021-07-10 00:29:34,503 - mmaction - INFO - Epoch [121][260/1879] lr: 5.490e-02, eta: 2 days, 17:32:17, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6969, loss_cls: 2.4539, loss: 2.4539, grad_norm: 2.5864 2021-07-10 00:29:52,034 - mmaction - INFO - Epoch [121][280/1879] lr: 5.490e-02, eta: 2 days, 17:31:58, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6871, loss_cls: 2.4394, loss: 2.4394, grad_norm: 2.5614 2021-07-10 00:30:09,557 - mmaction - INFO - Epoch [121][300/1879] lr: 5.490e-02, eta: 2 days, 17:31:38, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6992, loss_cls: 2.4641, loss: 2.4641, grad_norm: 2.5919 2021-07-10 00:30:27,044 - mmaction - INFO - Epoch [121][320/1879] lr: 5.490e-02, eta: 2 days, 17:31:18, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6988, loss_cls: 2.4122, loss: 2.4122, grad_norm: 2.5096 2021-07-10 00:30:44,546 - mmaction - INFO - Epoch [121][340/1879] lr: 5.490e-02, eta: 2 days, 17:30:59, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6844, loss_cls: 2.4446, loss: 2.4446, grad_norm: 2.6328 2021-07-10 00:31:02,199 - mmaction - INFO - Epoch [121][360/1879] lr: 5.490e-02, eta: 2 days, 17:30:39, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.6930, loss_cls: 2.4040, loss: 2.4040, grad_norm: 2.5721 2021-07-10 00:31:19,682 - mmaction - INFO - Epoch [121][380/1879] lr: 5.490e-02, eta: 2 days, 17:30:20, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6676, loss_cls: 2.4968, loss: 2.4968, grad_norm: 2.6407 2021-07-10 00:31:37,131 - mmaction - INFO - Epoch [121][400/1879] lr: 5.490e-02, eta: 2 days, 17:30:00, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6816, loss_cls: 2.5283, loss: 2.5283, grad_norm: 2.6343 2021-07-10 00:31:54,551 - mmaction - INFO - Epoch [121][420/1879] lr: 5.490e-02, eta: 2 days, 17:29:40, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6797, loss_cls: 2.4711, loss: 2.4711, grad_norm: 2.5834 2021-07-10 00:32:11,958 - mmaction - INFO - Epoch [121][440/1879] lr: 5.490e-02, eta: 2 days, 17:29:21, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6723, loss_cls: 2.5233, loss: 2.5233, grad_norm: 2.6923 2021-07-10 00:32:29,362 - mmaction - INFO - Epoch [121][460/1879] lr: 5.490e-02, eta: 2 days, 17:29:01, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6871, loss_cls: 2.5160, loss: 2.5160, grad_norm: 2.6554 2021-07-10 00:32:46,748 - mmaction - INFO - Epoch [121][480/1879] lr: 5.490e-02, eta: 2 days, 17:28:41, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6953, loss_cls: 2.4679, loss: 2.4679, grad_norm: 2.6467 2021-07-10 00:33:04,149 - mmaction - INFO - Epoch [121][500/1879] lr: 5.490e-02, eta: 2 days, 17:28:22, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6977, loss_cls: 2.4658, loss: 2.4658, grad_norm: 2.6138 2021-07-10 00:33:21,593 - mmaction - INFO - Epoch [121][520/1879] lr: 5.490e-02, eta: 2 days, 17:28:02, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6750, loss_cls: 2.5388, loss: 2.5388, grad_norm: 2.5838 2021-07-10 00:33:39,005 - mmaction - INFO - Epoch [121][540/1879] lr: 5.490e-02, eta: 2 days, 17:27:42, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6988, loss_cls: 2.4244, loss: 2.4244, grad_norm: 2.6540 2021-07-10 00:33:56,495 - mmaction - INFO - Epoch [121][560/1879] lr: 5.490e-02, eta: 2 days, 17:27:23, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6824, loss_cls: 2.5369, loss: 2.5369, grad_norm: 2.5926 2021-07-10 00:34:13,932 - mmaction - INFO - Epoch [121][580/1879] lr: 5.490e-02, eta: 2 days, 17:27:03, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6789, loss_cls: 2.5184, loss: 2.5184, grad_norm: 2.5575 2021-07-10 00:34:31,273 - mmaction - INFO - Epoch [121][600/1879] lr: 5.490e-02, eta: 2 days, 17:26:43, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6891, loss_cls: 2.4488, loss: 2.4488, grad_norm: 2.5726 2021-07-10 00:34:48,680 - mmaction - INFO - Epoch [121][620/1879] lr: 5.490e-02, eta: 2 days, 17:26:24, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6785, loss_cls: 2.4642, loss: 2.4642, grad_norm: 2.5759 2021-07-10 00:35:06,117 - mmaction - INFO - Epoch [121][640/1879] lr: 5.490e-02, eta: 2 days, 17:26:04, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6645, loss_cls: 2.5603, loss: 2.5603, grad_norm: 2.6303 2021-07-10 00:35:23,495 - mmaction - INFO - Epoch [121][660/1879] lr: 5.490e-02, eta: 2 days, 17:25:44, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6840, loss_cls: 2.5033, loss: 2.5033, grad_norm: 2.5449 2021-07-10 00:35:40,979 - mmaction - INFO - Epoch [121][680/1879] lr: 5.490e-02, eta: 2 days, 17:25:24, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6773, loss_cls: 2.5101, loss: 2.5101, grad_norm: 2.6526 2021-07-10 00:35:58,434 - mmaction - INFO - Epoch [121][700/1879] lr: 5.490e-02, eta: 2 days, 17:25:05, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6723, loss_cls: 2.5500, loss: 2.5500, grad_norm: 2.6390 2021-07-10 00:36:16,015 - mmaction - INFO - Epoch [121][720/1879] lr: 5.490e-02, eta: 2 days, 17:24:45, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6699, loss_cls: 2.5377, loss: 2.5377, grad_norm: 2.5838 2021-07-10 00:36:33,289 - mmaction - INFO - Epoch [121][740/1879] lr: 5.490e-02, eta: 2 days, 17:24:26, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6926, loss_cls: 2.4895, loss: 2.4895, grad_norm: 2.6066 2021-07-10 00:36:50,843 - mmaction - INFO - Epoch [121][760/1879] lr: 5.490e-02, eta: 2 days, 17:24:06, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6820, loss_cls: 2.4901, loss: 2.4901, grad_norm: 2.6144 2021-07-10 00:37:08,282 - mmaction - INFO - Epoch [121][780/1879] lr: 5.490e-02, eta: 2 days, 17:23:46, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6797, loss_cls: 2.5262, loss: 2.5262, grad_norm: 2.6441 2021-07-10 00:37:25,737 - mmaction - INFO - Epoch [121][800/1879] lr: 5.490e-02, eta: 2 days, 17:23:27, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6937, loss_cls: 2.4338, loss: 2.4338, grad_norm: 2.6360 2021-07-10 00:37:43,160 - mmaction - INFO - Epoch [121][820/1879] lr: 5.490e-02, eta: 2 days, 17:23:07, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4488, top5_acc: 0.7027, loss_cls: 2.4376, loss: 2.4376, grad_norm: 2.5728 2021-07-10 00:38:00,530 - mmaction - INFO - Epoch [121][840/1879] lr: 5.490e-02, eta: 2 days, 17:22:47, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6820, loss_cls: 2.4846, loss: 2.4846, grad_norm: 2.6869 2021-07-10 00:38:17,910 - mmaction - INFO - Epoch [121][860/1879] lr: 5.490e-02, eta: 2 days, 17:22:28, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6875, loss_cls: 2.4564, loss: 2.4564, grad_norm: 2.6476 2021-07-10 00:38:35,196 - mmaction - INFO - Epoch [121][880/1879] lr: 5.490e-02, eta: 2 days, 17:22:08, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4191, top5_acc: 0.6742, loss_cls: 2.5834, loss: 2.5834, grad_norm: 2.6399 2021-07-10 00:38:52,788 - mmaction - INFO - Epoch [121][900/1879] lr: 5.490e-02, eta: 2 days, 17:21:48, time: 0.879, data_time: 0.001, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6781, loss_cls: 2.5351, loss: 2.5351, grad_norm: 2.6141 2021-07-10 00:39:10,258 - mmaction - INFO - Epoch [121][920/1879] lr: 5.490e-02, eta: 2 days, 17:21:29, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6863, loss_cls: 2.5090, loss: 2.5090, grad_norm: 2.5914 2021-07-10 00:39:27,640 - mmaction - INFO - Epoch [121][940/1879] lr: 5.490e-02, eta: 2 days, 17:21:09, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4500, top5_acc: 0.7004, loss_cls: 2.4311, loss: 2.4311, grad_norm: 2.5618 2021-07-10 00:39:45,112 - mmaction - INFO - Epoch [121][960/1879] lr: 5.490e-02, eta: 2 days, 17:20:49, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6793, loss_cls: 2.5170, loss: 2.5170, grad_norm: 2.5896 2021-07-10 00:40:02,563 - mmaction - INFO - Epoch [121][980/1879] lr: 5.490e-02, eta: 2 days, 17:20:30, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6969, loss_cls: 2.4344, loss: 2.4344, grad_norm: 2.5172 2021-07-10 00:40:20,082 - mmaction - INFO - Epoch [121][1000/1879] lr: 5.490e-02, eta: 2 days, 17:20:10, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6844, loss_cls: 2.4772, loss: 2.4772, grad_norm: 2.6017 2021-07-10 00:40:37,495 - mmaction - INFO - Epoch [121][1020/1879] lr: 5.490e-02, eta: 2 days, 17:19:50, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6836, loss_cls: 2.5263, loss: 2.5263, grad_norm: 2.6517 2021-07-10 00:40:55,048 - mmaction - INFO - Epoch [121][1040/1879] lr: 5.490e-02, eta: 2 days, 17:19:31, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6785, loss_cls: 2.5032, loss: 2.5032, grad_norm: 2.6102 2021-07-10 00:41:12,448 - mmaction - INFO - Epoch [121][1060/1879] lr: 5.490e-02, eta: 2 days, 17:19:11, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6934, loss_cls: 2.4821, loss: 2.4821, grad_norm: 2.6444 2021-07-10 00:41:29,782 - mmaction - INFO - Epoch [121][1080/1879] lr: 5.490e-02, eta: 2 days, 17:18:51, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6898, loss_cls: 2.5023, loss: 2.5023, grad_norm: 2.6055 2021-07-10 00:41:47,257 - mmaction - INFO - Epoch [121][1100/1879] lr: 5.490e-02, eta: 2 days, 17:18:32, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6844, loss_cls: 2.4815, loss: 2.4815, grad_norm: 2.6225 2021-07-10 00:42:04,833 - mmaction - INFO - Epoch [121][1120/1879] lr: 5.490e-02, eta: 2 days, 17:18:12, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6641, loss_cls: 2.5551, loss: 2.5551, grad_norm: 2.6345 2021-07-10 00:42:22,334 - mmaction - INFO - Epoch [121][1140/1879] lr: 5.490e-02, eta: 2 days, 17:17:53, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6863, loss_cls: 2.4876, loss: 2.4876, grad_norm: 2.6022 2021-07-10 00:42:39,905 - mmaction - INFO - Epoch [121][1160/1879] lr: 5.490e-02, eta: 2 days, 17:17:33, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.4172, top5_acc: 0.6648, loss_cls: 2.5646, loss: 2.5646, grad_norm: 2.5668 2021-07-10 00:42:57,434 - mmaction - INFO - Epoch [121][1180/1879] lr: 5.490e-02, eta: 2 days, 17:17:14, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6805, loss_cls: 2.4848, loss: 2.4848, grad_norm: 2.5457 2021-07-10 00:43:14,938 - mmaction - INFO - Epoch [121][1200/1879] lr: 5.490e-02, eta: 2 days, 17:16:54, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6852, loss_cls: 2.5126, loss: 2.5126, grad_norm: 2.5940 2021-07-10 00:43:32,409 - mmaction - INFO - Epoch [121][1220/1879] lr: 5.490e-02, eta: 2 days, 17:16:35, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6816, loss_cls: 2.5525, loss: 2.5525, grad_norm: 2.6594 2021-07-10 00:43:49,783 - mmaction - INFO - Epoch [121][1240/1879] lr: 5.490e-02, eta: 2 days, 17:16:15, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6535, loss_cls: 2.5755, loss: 2.5755, grad_norm: 2.5932 2021-07-10 00:44:07,255 - mmaction - INFO - Epoch [121][1260/1879] lr: 5.490e-02, eta: 2 days, 17:15:55, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6902, loss_cls: 2.4415, loss: 2.4415, grad_norm: 2.5814 2021-07-10 00:44:24,632 - mmaction - INFO - Epoch [121][1280/1879] lr: 5.490e-02, eta: 2 days, 17:15:35, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4605, top5_acc: 0.6949, loss_cls: 2.4038, loss: 2.4038, grad_norm: 2.5758 2021-07-10 00:44:42,029 - mmaction - INFO - Epoch [121][1300/1879] lr: 5.490e-02, eta: 2 days, 17:15:16, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4242, top5_acc: 0.6672, loss_cls: 2.5886, loss: 2.5886, grad_norm: 2.6216 2021-07-10 00:44:59,527 - mmaction - INFO - Epoch [121][1320/1879] lr: 5.490e-02, eta: 2 days, 17:14:56, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6793, loss_cls: 2.4693, loss: 2.4693, grad_norm: 2.6014 2021-07-10 00:45:17,057 - mmaction - INFO - Epoch [121][1340/1879] lr: 5.490e-02, eta: 2 days, 17:14:37, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6941, loss_cls: 2.4530, loss: 2.4530, grad_norm: 2.5621 2021-07-10 00:45:34,465 - mmaction - INFO - Epoch [121][1360/1879] lr: 5.490e-02, eta: 2 days, 17:14:17, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6891, loss_cls: 2.4914, loss: 2.4914, grad_norm: 2.5990 2021-07-10 00:45:51,859 - mmaction - INFO - Epoch [121][1380/1879] lr: 5.490e-02, eta: 2 days, 17:13:57, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6953, loss_cls: 2.4280, loss: 2.4280, grad_norm: 2.5524 2021-07-10 00:46:09,428 - mmaction - INFO - Epoch [121][1400/1879] lr: 5.490e-02, eta: 2 days, 17:13:38, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6715, loss_cls: 2.5769, loss: 2.5769, grad_norm: 2.6396 2021-07-10 00:46:26,843 - mmaction - INFO - Epoch [121][1420/1879] lr: 5.490e-02, eta: 2 days, 17:13:18, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6820, loss_cls: 2.4760, loss: 2.4760, grad_norm: 2.6061 2021-07-10 00:46:44,394 - mmaction - INFO - Epoch [121][1440/1879] lr: 5.490e-02, eta: 2 days, 17:12:59, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6852, loss_cls: 2.4923, loss: 2.4923, grad_norm: 2.5992 2021-07-10 00:47:01,901 - mmaction - INFO - Epoch [121][1460/1879] lr: 5.490e-02, eta: 2 days, 17:12:39, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6930, loss_cls: 2.4678, loss: 2.4678, grad_norm: 2.6272 2021-07-10 00:47:19,391 - mmaction - INFO - Epoch [121][1480/1879] lr: 5.490e-02, eta: 2 days, 17:12:19, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6844, loss_cls: 2.5136, loss: 2.5136, grad_norm: 2.5694 2021-07-10 00:47:36,816 - mmaction - INFO - Epoch [121][1500/1879] lr: 5.490e-02, eta: 2 days, 17:12:00, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6871, loss_cls: 2.4954, loss: 2.4954, grad_norm: 2.5918 2021-07-10 00:47:54,209 - mmaction - INFO - Epoch [121][1520/1879] lr: 5.490e-02, eta: 2 days, 17:11:40, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6918, loss_cls: 2.4698, loss: 2.4698, grad_norm: 2.5705 2021-07-10 00:48:11,776 - mmaction - INFO - Epoch [121][1540/1879] lr: 5.490e-02, eta: 2 days, 17:11:21, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6691, loss_cls: 2.5276, loss: 2.5276, grad_norm: 2.6078 2021-07-10 00:48:29,195 - mmaction - INFO - Epoch [121][1560/1879] lr: 5.490e-02, eta: 2 days, 17:11:01, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6980, loss_cls: 2.4411, loss: 2.4411, grad_norm: 2.6239 2021-07-10 00:48:46,572 - mmaction - INFO - Epoch [121][1580/1879] lr: 5.490e-02, eta: 2 days, 17:10:41, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6813, loss_cls: 2.5046, loss: 2.5046, grad_norm: 2.6748 2021-07-10 00:49:04,074 - mmaction - INFO - Epoch [121][1600/1879] lr: 5.490e-02, eta: 2 days, 17:10:22, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6805, loss_cls: 2.5116, loss: 2.5116, grad_norm: 2.6232 2021-07-10 00:49:21,511 - mmaction - INFO - Epoch [121][1620/1879] lr: 5.490e-02, eta: 2 days, 17:10:02, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4203, top5_acc: 0.6676, loss_cls: 2.5840, loss: 2.5840, grad_norm: 2.6243 2021-07-10 00:49:38,995 - mmaction - INFO - Epoch [121][1640/1879] lr: 5.490e-02, eta: 2 days, 17:09:42, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6918, loss_cls: 2.4743, loss: 2.4743, grad_norm: 2.5662 2021-07-10 00:49:56,371 - mmaction - INFO - Epoch [121][1660/1879] lr: 5.490e-02, eta: 2 days, 17:09:23, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6961, loss_cls: 2.4385, loss: 2.4385, grad_norm: 2.6141 2021-07-10 00:50:13,828 - mmaction - INFO - Epoch [121][1680/1879] lr: 5.490e-02, eta: 2 days, 17:09:03, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6840, loss_cls: 2.5098, loss: 2.5098, grad_norm: 2.5520 2021-07-10 00:50:31,390 - mmaction - INFO - Epoch [121][1700/1879] lr: 5.490e-02, eta: 2 days, 17:08:44, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6840, loss_cls: 2.4513, loss: 2.4513, grad_norm: 2.5578 2021-07-10 00:50:48,840 - mmaction - INFO - Epoch [121][1720/1879] lr: 5.490e-02, eta: 2 days, 17:08:24, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6840, loss_cls: 2.5082, loss: 2.5082, grad_norm: 2.6187 2021-07-10 00:51:06,270 - mmaction - INFO - Epoch [121][1740/1879] lr: 5.490e-02, eta: 2 days, 17:08:04, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6656, loss_cls: 2.5664, loss: 2.5664, grad_norm: 2.7110 2021-07-10 00:51:23,788 - mmaction - INFO - Epoch [121][1760/1879] lr: 5.490e-02, eta: 2 days, 17:07:45, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6937, loss_cls: 2.4419, loss: 2.4419, grad_norm: 2.5967 2021-07-10 00:51:41,245 - mmaction - INFO - Epoch [121][1780/1879] lr: 5.490e-02, eta: 2 days, 17:07:25, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6984, loss_cls: 2.4216, loss: 2.4216, grad_norm: 2.5847 2021-07-10 00:51:58,732 - mmaction - INFO - Epoch [121][1800/1879] lr: 5.490e-02, eta: 2 days, 17:07:06, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6762, loss_cls: 2.5502, loss: 2.5502, grad_norm: 2.6283 2021-07-10 00:52:16,162 - mmaction - INFO - Epoch [121][1820/1879] lr: 5.490e-02, eta: 2 days, 17:06:46, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6965, loss_cls: 2.4831, loss: 2.4831, grad_norm: 2.6054 2021-07-10 00:52:33,684 - mmaction - INFO - Epoch [121][1840/1879] lr: 5.490e-02, eta: 2 days, 17:06:26, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6594, loss_cls: 2.5926, loss: 2.5926, grad_norm: 2.6238 2021-07-10 00:52:51,105 - mmaction - INFO - Epoch [121][1860/1879] lr: 5.490e-02, eta: 2 days, 17:06:07, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6711, loss_cls: 2.5574, loss: 2.5574, grad_norm: 2.5812 2021-07-10 00:55:27,470 - mmaction - INFO - Epoch [122][20/1879] lr: 5.429e-02, eta: 2 days, 17:07:18, time: 6.626, data_time: 5.428, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6891, loss_cls: 2.4537, loss: 2.4537, grad_norm: 2.6169 2021-07-10 00:55:44,585 - mmaction - INFO - Epoch [122][40/1879] lr: 5.429e-02, eta: 2 days, 17:06:58, time: 0.854, data_time: 0.006, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6867, loss_cls: 2.4389, loss: 2.4389, grad_norm: 2.5913 2021-07-10 00:56:01,852 - mmaction - INFO - Epoch [122][60/1879] lr: 5.429e-02, eta: 2 days, 17:06:38, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6785, loss_cls: 2.4779, loss: 2.4779, grad_norm: 2.6085 2021-07-10 00:56:19,113 - mmaction - INFO - Epoch [122][80/1879] lr: 5.429e-02, eta: 2 days, 17:06:19, time: 0.864, data_time: 0.005, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6789, loss_cls: 2.4771, loss: 2.4771, grad_norm: 2.5984 2021-07-10 00:56:36,556 - mmaction - INFO - Epoch [122][100/1879] lr: 5.429e-02, eta: 2 days, 17:05:59, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6750, loss_cls: 2.5272, loss: 2.5272, grad_norm: 2.5640 2021-07-10 00:56:53,784 - mmaction - INFO - Epoch [122][120/1879] lr: 5.429e-02, eta: 2 days, 17:05:39, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6648, loss_cls: 2.5741, loss: 2.5741, grad_norm: 2.6023 2021-07-10 00:57:11,425 - mmaction - INFO - Epoch [122][140/1879] lr: 5.429e-02, eta: 2 days, 17:05:20, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6883, loss_cls: 2.4704, loss: 2.4704, grad_norm: 2.5082 2021-07-10 00:57:28,847 - mmaction - INFO - Epoch [122][160/1879] lr: 5.429e-02, eta: 2 days, 17:05:00, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6859, loss_cls: 2.4669, loss: 2.4669, grad_norm: 2.5799 2021-07-10 00:57:46,384 - mmaction - INFO - Epoch [122][180/1879] lr: 5.429e-02, eta: 2 days, 17:04:40, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6949, loss_cls: 2.4462, loss: 2.4462, grad_norm: 2.6586 2021-07-10 00:58:03,755 - mmaction - INFO - Epoch [122][200/1879] lr: 5.429e-02, eta: 2 days, 17:04:21, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4437, top5_acc: 0.7059, loss_cls: 2.4183, loss: 2.4183, grad_norm: 2.5915 2021-07-10 00:58:21,173 - mmaction - INFO - Epoch [122][220/1879] lr: 5.429e-02, eta: 2 days, 17:04:01, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6805, loss_cls: 2.5055, loss: 2.5055, grad_norm: 2.6501 2021-07-10 00:58:38,590 - mmaction - INFO - Epoch [122][240/1879] lr: 5.429e-02, eta: 2 days, 17:03:41, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6891, loss_cls: 2.4892, loss: 2.4892, grad_norm: 2.5714 2021-07-10 00:58:56,130 - mmaction - INFO - Epoch [122][260/1879] lr: 5.429e-02, eta: 2 days, 17:03:22, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6652, loss_cls: 2.5884, loss: 2.5884, grad_norm: 2.6457 2021-07-10 00:59:13,536 - mmaction - INFO - Epoch [122][280/1879] lr: 5.429e-02, eta: 2 days, 17:03:02, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6887, loss_cls: 2.4370, loss: 2.4370, grad_norm: 2.5343 2021-07-10 00:59:30,995 - mmaction - INFO - Epoch [122][300/1879] lr: 5.429e-02, eta: 2 days, 17:02:42, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6941, loss_cls: 2.4112, loss: 2.4112, grad_norm: 2.5386 2021-07-10 00:59:48,556 - mmaction - INFO - Epoch [122][320/1879] lr: 5.429e-02, eta: 2 days, 17:02:23, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4516, top5_acc: 0.7016, loss_cls: 2.4422, loss: 2.4422, grad_norm: 2.6209 2021-07-10 01:00:06,110 - mmaction - INFO - Epoch [122][340/1879] lr: 5.429e-02, eta: 2 days, 17:02:03, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6824, loss_cls: 2.4917, loss: 2.4917, grad_norm: 2.5917 2021-07-10 01:00:23,556 - mmaction - INFO - Epoch [122][360/1879] lr: 5.429e-02, eta: 2 days, 17:01:44, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7098, loss_cls: 2.3680, loss: 2.3680, grad_norm: 2.5589 2021-07-10 01:00:41,055 - mmaction - INFO - Epoch [122][380/1879] lr: 5.429e-02, eta: 2 days, 17:01:24, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6965, loss_cls: 2.4683, loss: 2.4683, grad_norm: 2.6693 2021-07-10 01:00:58,512 - mmaction - INFO - Epoch [122][400/1879] lr: 5.429e-02, eta: 2 days, 17:01:05, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6754, loss_cls: 2.5048, loss: 2.5048, grad_norm: 2.5672 2021-07-10 01:01:16,023 - mmaction - INFO - Epoch [122][420/1879] lr: 5.429e-02, eta: 2 days, 17:00:45, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6859, loss_cls: 2.4488, loss: 2.4488, grad_norm: 2.6096 2021-07-10 01:01:33,466 - mmaction - INFO - Epoch [122][440/1879] lr: 5.429e-02, eta: 2 days, 17:00:25, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6895, loss_cls: 2.4421, loss: 2.4421, grad_norm: 2.6441 2021-07-10 01:01:50,962 - mmaction - INFO - Epoch [122][460/1879] lr: 5.429e-02, eta: 2 days, 17:00:06, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6777, loss_cls: 2.4479, loss: 2.4479, grad_norm: 2.6501 2021-07-10 01:02:08,463 - mmaction - INFO - Epoch [122][480/1879] lr: 5.429e-02, eta: 2 days, 16:59:46, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6609, loss_cls: 2.5995, loss: 2.5995, grad_norm: 2.6743 2021-07-10 01:02:25,926 - mmaction - INFO - Epoch [122][500/1879] lr: 5.429e-02, eta: 2 days, 16:59:27, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6777, loss_cls: 2.5007, loss: 2.5007, grad_norm: 2.5857 2021-07-10 01:02:43,405 - mmaction - INFO - Epoch [122][520/1879] lr: 5.429e-02, eta: 2 days, 16:59:07, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6773, loss_cls: 2.5114, loss: 2.5114, grad_norm: 2.5770 2021-07-10 01:03:00,742 - mmaction - INFO - Epoch [122][540/1879] lr: 5.429e-02, eta: 2 days, 16:58:47, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6828, loss_cls: 2.5105, loss: 2.5105, grad_norm: 2.6049 2021-07-10 01:03:18,280 - mmaction - INFO - Epoch [122][560/1879] lr: 5.429e-02, eta: 2 days, 16:58:28, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6965, loss_cls: 2.4262, loss: 2.4262, grad_norm: 2.5683 2021-07-10 01:03:35,706 - mmaction - INFO - Epoch [122][580/1879] lr: 5.429e-02, eta: 2 days, 16:58:08, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6805, loss_cls: 2.4801, loss: 2.4801, grad_norm: 2.6151 2021-07-10 01:03:53,319 - mmaction - INFO - Epoch [122][600/1879] lr: 5.429e-02, eta: 2 days, 16:57:49, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6895, loss_cls: 2.4876, loss: 2.4876, grad_norm: 2.6681 2021-07-10 01:04:10,811 - mmaction - INFO - Epoch [122][620/1879] lr: 5.429e-02, eta: 2 days, 16:57:29, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6934, loss_cls: 2.4811, loss: 2.4811, grad_norm: 2.6124 2021-07-10 01:04:28,204 - mmaction - INFO - Epoch [122][640/1879] lr: 5.429e-02, eta: 2 days, 16:57:09, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6937, loss_cls: 2.4292, loss: 2.4292, grad_norm: 2.5706 2021-07-10 01:04:45,718 - mmaction - INFO - Epoch [122][660/1879] lr: 5.429e-02, eta: 2 days, 16:56:50, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6813, loss_cls: 2.5074, loss: 2.5074, grad_norm: 2.6236 2021-07-10 01:05:03,222 - mmaction - INFO - Epoch [122][680/1879] lr: 5.429e-02, eta: 2 days, 16:56:30, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6848, loss_cls: 2.4698, loss: 2.4698, grad_norm: 2.6099 2021-07-10 01:05:20,833 - mmaction - INFO - Epoch [122][700/1879] lr: 5.429e-02, eta: 2 days, 16:56:11, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6871, loss_cls: 2.5015, loss: 2.5015, grad_norm: 2.6688 2021-07-10 01:05:38,445 - mmaction - INFO - Epoch [122][720/1879] lr: 5.429e-02, eta: 2 days, 16:55:51, time: 0.882, data_time: 0.006, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6793, loss_cls: 2.5210, loss: 2.5210, grad_norm: 2.6250 2021-07-10 01:05:55,970 - mmaction - INFO - Epoch [122][740/1879] lr: 5.429e-02, eta: 2 days, 16:55:32, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6848, loss_cls: 2.4294, loss: 2.4294, grad_norm: 2.5420 2021-07-10 01:06:13,512 - mmaction - INFO - Epoch [122][760/1879] lr: 5.429e-02, eta: 2 days, 16:55:12, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6816, loss_cls: 2.5135, loss: 2.5135, grad_norm: 2.6059 2021-07-10 01:06:30,884 - mmaction - INFO - Epoch [122][780/1879] lr: 5.429e-02, eta: 2 days, 16:54:53, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6918, loss_cls: 2.4970, loss: 2.4970, grad_norm: 2.6105 2021-07-10 01:06:48,391 - mmaction - INFO - Epoch [122][800/1879] lr: 5.429e-02, eta: 2 days, 16:54:33, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7082, loss_cls: 2.3755, loss: 2.3755, grad_norm: 2.5823 2021-07-10 01:07:05,852 - mmaction - INFO - Epoch [122][820/1879] lr: 5.429e-02, eta: 2 days, 16:54:13, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6687, loss_cls: 2.5971, loss: 2.5971, grad_norm: 2.7156 2021-07-10 01:07:23,331 - mmaction - INFO - Epoch [122][840/1879] lr: 5.429e-02, eta: 2 days, 16:53:54, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6832, loss_cls: 2.5154, loss: 2.5154, grad_norm: 2.6865 2021-07-10 01:07:40,745 - mmaction - INFO - Epoch [122][860/1879] lr: 5.429e-02, eta: 2 days, 16:53:34, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6801, loss_cls: 2.4749, loss: 2.4749, grad_norm: 2.6660 2021-07-10 01:07:58,165 - mmaction - INFO - Epoch [122][880/1879] lr: 5.429e-02, eta: 2 days, 16:53:14, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6730, loss_cls: 2.5187, loss: 2.5187, grad_norm: 2.7087 2021-07-10 01:08:15,794 - mmaction - INFO - Epoch [122][900/1879] lr: 5.429e-02, eta: 2 days, 16:52:55, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6766, loss_cls: 2.5748, loss: 2.5748, grad_norm: 2.6848 2021-07-10 01:08:33,303 - mmaction - INFO - Epoch [122][920/1879] lr: 5.429e-02, eta: 2 days, 16:52:35, time: 0.870, data_time: 0.000, memory: 6462, top1_acc: 0.4188, top5_acc: 0.6766, loss_cls: 2.5680, loss: 2.5680, grad_norm: 2.6255 2021-07-10 01:08:50,829 - mmaction - INFO - Epoch [122][940/1879] lr: 5.429e-02, eta: 2 days, 16:52:16, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6742, loss_cls: 2.4966, loss: 2.4966, grad_norm: 2.6478 2021-07-10 01:09:08,294 - mmaction - INFO - Epoch [122][960/1879] lr: 5.429e-02, eta: 2 days, 16:51:56, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6910, loss_cls: 2.4448, loss: 2.4448, grad_norm: 2.6009 2021-07-10 01:09:25,689 - mmaction - INFO - Epoch [122][980/1879] lr: 5.429e-02, eta: 2 days, 16:51:37, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6871, loss_cls: 2.5186, loss: 2.5186, grad_norm: 2.6856 2021-07-10 01:09:43,165 - mmaction - INFO - Epoch [122][1000/1879] lr: 5.429e-02, eta: 2 days, 16:51:17, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6617, loss_cls: 2.5324, loss: 2.5324, grad_norm: 2.6205 2021-07-10 01:10:00,707 - mmaction - INFO - Epoch [122][1020/1879] lr: 5.429e-02, eta: 2 days, 16:50:57, time: 0.877, data_time: 0.007, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6922, loss_cls: 2.4836, loss: 2.4836, grad_norm: 2.5938 2021-07-10 01:10:18,151 - mmaction - INFO - Epoch [122][1040/1879] lr: 5.429e-02, eta: 2 days, 16:50:38, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6781, loss_cls: 2.5105, loss: 2.5105, grad_norm: 2.6107 2021-07-10 01:10:35,617 - mmaction - INFO - Epoch [122][1060/1879] lr: 5.429e-02, eta: 2 days, 16:50:18, time: 0.876, data_time: 0.009, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6922, loss_cls: 2.4644, loss: 2.4644, grad_norm: 2.5828 2021-07-10 01:10:53,182 - mmaction - INFO - Epoch [122][1080/1879] lr: 5.429e-02, eta: 2 days, 16:49:59, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6820, loss_cls: 2.4721, loss: 2.4721, grad_norm: 2.5969 2021-07-10 01:11:10,767 - mmaction - INFO - Epoch [122][1100/1879] lr: 5.429e-02, eta: 2 days, 16:49:39, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6754, loss_cls: 2.5055, loss: 2.5055, grad_norm: 2.6130 2021-07-10 01:11:28,371 - mmaction - INFO - Epoch [122][1120/1879] lr: 5.429e-02, eta: 2 days, 16:49:20, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6789, loss_cls: 2.5470, loss: 2.5470, grad_norm: 2.6977 2021-07-10 01:11:45,813 - mmaction - INFO - Epoch [122][1140/1879] lr: 5.429e-02, eta: 2 days, 16:49:00, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6723, loss_cls: 2.5415, loss: 2.5415, grad_norm: 2.6149 2021-07-10 01:12:03,236 - mmaction - INFO - Epoch [122][1160/1879] lr: 5.429e-02, eta: 2 days, 16:48:41, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6785, loss_cls: 2.4871, loss: 2.4871, grad_norm: 2.5992 2021-07-10 01:12:20,729 - mmaction - INFO - Epoch [122][1180/1879] lr: 5.429e-02, eta: 2 days, 16:48:21, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6813, loss_cls: 2.4683, loss: 2.4683, grad_norm: 2.6206 2021-07-10 01:12:38,227 - mmaction - INFO - Epoch [122][1200/1879] lr: 5.429e-02, eta: 2 days, 16:48:01, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4543, top5_acc: 0.7012, loss_cls: 2.4280, loss: 2.4280, grad_norm: 2.5774 2021-07-10 01:12:55,772 - mmaction - INFO - Epoch [122][1220/1879] lr: 5.429e-02, eta: 2 days, 16:47:42, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6906, loss_cls: 2.4605, loss: 2.4605, grad_norm: 2.6184 2021-07-10 01:13:13,246 - mmaction - INFO - Epoch [122][1240/1879] lr: 5.429e-02, eta: 2 days, 16:47:22, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6941, loss_cls: 2.4761, loss: 2.4761, grad_norm: 2.6600 2021-07-10 01:13:30,765 - mmaction - INFO - Epoch [122][1260/1879] lr: 5.429e-02, eta: 2 days, 16:47:03, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6859, loss_cls: 2.4954, loss: 2.4954, grad_norm: 2.6216 2021-07-10 01:13:48,174 - mmaction - INFO - Epoch [122][1280/1879] lr: 5.429e-02, eta: 2 days, 16:46:43, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6852, loss_cls: 2.4786, loss: 2.4786, grad_norm: 2.5740 2021-07-10 01:14:05,658 - mmaction - INFO - Epoch [122][1300/1879] lr: 5.429e-02, eta: 2 days, 16:46:24, time: 0.874, data_time: 0.007, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6730, loss_cls: 2.5306, loss: 2.5306, grad_norm: 2.5816 2021-07-10 01:14:23,239 - mmaction - INFO - Epoch [122][1320/1879] lr: 5.429e-02, eta: 2 days, 16:46:04, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6895, loss_cls: 2.4493, loss: 2.4493, grad_norm: 2.5786 2021-07-10 01:14:40,602 - mmaction - INFO - Epoch [122][1340/1879] lr: 5.429e-02, eta: 2 days, 16:45:44, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6762, loss_cls: 2.4871, loss: 2.4871, grad_norm: 2.5739 2021-07-10 01:14:58,050 - mmaction - INFO - Epoch [122][1360/1879] lr: 5.429e-02, eta: 2 days, 16:45:25, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6625, loss_cls: 2.5812, loss: 2.5812, grad_norm: 2.6470 2021-07-10 01:15:15,569 - mmaction - INFO - Epoch [122][1380/1879] lr: 5.429e-02, eta: 2 days, 16:45:05, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6875, loss_cls: 2.4971, loss: 2.4971, grad_norm: 2.5989 2021-07-10 01:15:33,164 - mmaction - INFO - Epoch [122][1400/1879] lr: 5.429e-02, eta: 2 days, 16:44:46, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6754, loss_cls: 2.5227, loss: 2.5227, grad_norm: 2.6064 2021-07-10 01:15:50,617 - mmaction - INFO - Epoch [122][1420/1879] lr: 5.429e-02, eta: 2 days, 16:44:26, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6738, loss_cls: 2.5144, loss: 2.5144, grad_norm: 2.5696 2021-07-10 01:16:08,054 - mmaction - INFO - Epoch [122][1440/1879] lr: 5.429e-02, eta: 2 days, 16:44:06, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6879, loss_cls: 2.5007, loss: 2.5007, grad_norm: 2.6184 2021-07-10 01:16:25,517 - mmaction - INFO - Epoch [122][1460/1879] lr: 5.429e-02, eta: 2 days, 16:43:47, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6770, loss_cls: 2.5409, loss: 2.5409, grad_norm: 2.6628 2021-07-10 01:16:43,057 - mmaction - INFO - Epoch [122][1480/1879] lr: 5.429e-02, eta: 2 days, 16:43:27, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6848, loss_cls: 2.5017, loss: 2.5017, grad_norm: 2.5866 2021-07-10 01:17:00,432 - mmaction - INFO - Epoch [122][1500/1879] lr: 5.429e-02, eta: 2 days, 16:43:08, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6898, loss_cls: 2.4725, loss: 2.4725, grad_norm: 2.5841 2021-07-10 01:17:17,751 - mmaction - INFO - Epoch [122][1520/1879] lr: 5.429e-02, eta: 2 days, 16:42:48, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6797, loss_cls: 2.5282, loss: 2.5282, grad_norm: 2.6827 2021-07-10 01:17:35,203 - mmaction - INFO - Epoch [122][1540/1879] lr: 5.429e-02, eta: 2 days, 16:42:28, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6918, loss_cls: 2.4569, loss: 2.4569, grad_norm: 2.6565 2021-07-10 01:17:52,708 - mmaction - INFO - Epoch [122][1560/1879] lr: 5.429e-02, eta: 2 days, 16:42:09, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6660, loss_cls: 2.5854, loss: 2.5854, grad_norm: 2.6778 2021-07-10 01:18:10,134 - mmaction - INFO - Epoch [122][1580/1879] lr: 5.429e-02, eta: 2 days, 16:41:49, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6855, loss_cls: 2.4753, loss: 2.4753, grad_norm: 2.6275 2021-07-10 01:18:27,530 - mmaction - INFO - Epoch [122][1600/1879] lr: 5.429e-02, eta: 2 days, 16:41:29, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6539, loss_cls: 2.6289, loss: 2.6289, grad_norm: 2.5839 2021-07-10 01:18:45,008 - mmaction - INFO - Epoch [122][1620/1879] lr: 5.429e-02, eta: 2 days, 16:41:10, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6770, loss_cls: 2.5229, loss: 2.5229, grad_norm: 2.6028 2021-07-10 01:19:02,431 - mmaction - INFO - Epoch [122][1640/1879] lr: 5.429e-02, eta: 2 days, 16:40:50, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6949, loss_cls: 2.4966, loss: 2.4966, grad_norm: 2.6367 2021-07-10 01:19:19,809 - mmaction - INFO - Epoch [122][1660/1879] lr: 5.429e-02, eta: 2 days, 16:40:31, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6766, loss_cls: 2.5083, loss: 2.5083, grad_norm: 2.5894 2021-07-10 01:19:37,233 - mmaction - INFO - Epoch [122][1680/1879] lr: 5.429e-02, eta: 2 days, 16:40:11, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6711, loss_cls: 2.5577, loss: 2.5577, grad_norm: 2.6673 2021-07-10 01:19:54,620 - mmaction - INFO - Epoch [122][1700/1879] lr: 5.429e-02, eta: 2 days, 16:39:51, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6879, loss_cls: 2.4919, loss: 2.4919, grad_norm: 2.6153 2021-07-10 01:20:12,123 - mmaction - INFO - Epoch [122][1720/1879] lr: 5.429e-02, eta: 2 days, 16:39:32, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6867, loss_cls: 2.4914, loss: 2.4914, grad_norm: 2.5774 2021-07-10 01:20:29,620 - mmaction - INFO - Epoch [122][1740/1879] lr: 5.429e-02, eta: 2 days, 16:39:12, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6914, loss_cls: 2.4490, loss: 2.4490, grad_norm: 2.6158 2021-07-10 01:20:46,943 - mmaction - INFO - Epoch [122][1760/1879] lr: 5.429e-02, eta: 2 days, 16:38:52, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7020, loss_cls: 2.4035, loss: 2.4035, grad_norm: 2.6280 2021-07-10 01:21:04,574 - mmaction - INFO - Epoch [122][1780/1879] lr: 5.429e-02, eta: 2 days, 16:38:33, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6695, loss_cls: 2.5375, loss: 2.5375, grad_norm: 2.5880 2021-07-10 01:21:22,007 - mmaction - INFO - Epoch [122][1800/1879] lr: 5.429e-02, eta: 2 days, 16:38:13, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6910, loss_cls: 2.4919, loss: 2.4919, grad_norm: 2.6372 2021-07-10 01:21:39,414 - mmaction - INFO - Epoch [122][1820/1879] lr: 5.429e-02, eta: 2 days, 16:37:54, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6875, loss_cls: 2.5024, loss: 2.5024, grad_norm: 2.6930 2021-07-10 01:21:56,883 - mmaction - INFO - Epoch [122][1840/1879] lr: 5.429e-02, eta: 2 days, 16:37:34, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6816, loss_cls: 2.4715, loss: 2.4715, grad_norm: 2.5926 2021-07-10 01:22:14,313 - mmaction - INFO - Epoch [122][1860/1879] lr: 5.429e-02, eta: 2 days, 16:37:14, time: 0.873, data_time: 0.007, memory: 6462, top1_acc: 0.4504, top5_acc: 0.7074, loss_cls: 2.3918, loss: 2.3918, grad_norm: 2.5308 2021-07-10 01:25:08,690 - mmaction - INFO - Epoch [123][20/1879] lr: 5.368e-02, eta: 2 days, 16:38:47, time: 7.649, data_time: 6.718, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6867, loss_cls: 2.4884, loss: 2.4884, grad_norm: 2.5540 2021-07-10 01:25:25,830 - mmaction - INFO - Epoch [123][40/1879] lr: 5.368e-02, eta: 2 days, 16:38:27, time: 0.857, data_time: 0.003, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6875, loss_cls: 2.4398, loss: 2.4398, grad_norm: 2.6501 2021-07-10 01:25:43,035 - mmaction - INFO - Epoch [123][60/1879] lr: 5.368e-02, eta: 2 days, 16:38:07, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6797, loss_cls: 2.4972, loss: 2.4972, grad_norm: 2.6523 2021-07-10 01:26:00,151 - mmaction - INFO - Epoch [123][80/1879] lr: 5.368e-02, eta: 2 days, 16:37:47, time: 0.855, data_time: 0.002, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6836, loss_cls: 2.4686, loss: 2.4686, grad_norm: 2.5688 2021-07-10 01:26:17,378 - mmaction - INFO - Epoch [123][100/1879] lr: 5.368e-02, eta: 2 days, 16:37:27, time: 0.862, data_time: 0.005, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6965, loss_cls: 2.4255, loss: 2.4255, grad_norm: 2.5996 2021-07-10 01:26:34,833 - mmaction - INFO - Epoch [123][120/1879] lr: 5.368e-02, eta: 2 days, 16:37:08, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7039, loss_cls: 2.4041, loss: 2.4041, grad_norm: 2.6227 2021-07-10 01:26:52,357 - mmaction - INFO - Epoch [123][140/1879] lr: 5.368e-02, eta: 2 days, 16:36:48, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6898, loss_cls: 2.4531, loss: 2.4531, grad_norm: 2.6674 2021-07-10 01:27:09,854 - mmaction - INFO - Epoch [123][160/1879] lr: 5.368e-02, eta: 2 days, 16:36:28, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4594, top5_acc: 0.6930, loss_cls: 2.4268, loss: 2.4268, grad_norm: 2.5726 2021-07-10 01:27:27,345 - mmaction - INFO - Epoch [123][180/1879] lr: 5.368e-02, eta: 2 days, 16:36:09, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4445, top5_acc: 0.7000, loss_cls: 2.4306, loss: 2.4306, grad_norm: 2.6325 2021-07-10 01:27:44,705 - mmaction - INFO - Epoch [123][200/1879] lr: 5.368e-02, eta: 2 days, 16:35:49, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6793, loss_cls: 2.5075, loss: 2.5075, grad_norm: 2.6861 2021-07-10 01:28:02,153 - mmaction - INFO - Epoch [123][220/1879] lr: 5.368e-02, eta: 2 days, 16:35:30, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6840, loss_cls: 2.4752, loss: 2.4752, grad_norm: 2.6521 2021-07-10 01:28:19,587 - mmaction - INFO - Epoch [123][240/1879] lr: 5.368e-02, eta: 2 days, 16:35:10, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6906, loss_cls: 2.4592, loss: 2.4592, grad_norm: 2.6146 2021-07-10 01:28:37,030 - mmaction - INFO - Epoch [123][260/1879] lr: 5.368e-02, eta: 2 days, 16:34:50, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7066, loss_cls: 2.3705, loss: 2.3705, grad_norm: 2.6011 2021-07-10 01:28:54,564 - mmaction - INFO - Epoch [123][280/1879] lr: 5.368e-02, eta: 2 days, 16:34:31, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6895, loss_cls: 2.4599, loss: 2.4599, grad_norm: 2.6935 2021-07-10 01:29:11,998 - mmaction - INFO - Epoch [123][300/1879] lr: 5.368e-02, eta: 2 days, 16:34:11, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6836, loss_cls: 2.5184, loss: 2.5184, grad_norm: 2.6800 2021-07-10 01:29:29,617 - mmaction - INFO - Epoch [123][320/1879] lr: 5.368e-02, eta: 2 days, 16:33:52, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6930, loss_cls: 2.4432, loss: 2.4432, grad_norm: 2.6201 2021-07-10 01:29:46,997 - mmaction - INFO - Epoch [123][340/1879] lr: 5.368e-02, eta: 2 days, 16:33:32, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6855, loss_cls: 2.4658, loss: 2.4658, grad_norm: 2.6642 2021-07-10 01:30:04,581 - mmaction - INFO - Epoch [123][360/1879] lr: 5.368e-02, eta: 2 days, 16:33:12, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6820, loss_cls: 2.5223, loss: 2.5223, grad_norm: 2.7277 2021-07-10 01:30:22,011 - mmaction - INFO - Epoch [123][380/1879] lr: 5.368e-02, eta: 2 days, 16:32:53, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6914, loss_cls: 2.4506, loss: 2.4506, grad_norm: 2.5463 2021-07-10 01:30:39,491 - mmaction - INFO - Epoch [123][400/1879] lr: 5.368e-02, eta: 2 days, 16:32:33, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6836, loss_cls: 2.4648, loss: 2.4648, grad_norm: 2.6028 2021-07-10 01:30:57,103 - mmaction - INFO - Epoch [123][420/1879] lr: 5.368e-02, eta: 2 days, 16:32:14, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4629, top5_acc: 0.6840, loss_cls: 2.4624, loss: 2.4624, grad_norm: 2.5815 2021-07-10 01:31:14,505 - mmaction - INFO - Epoch [123][440/1879] lr: 5.368e-02, eta: 2 days, 16:31:54, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6805, loss_cls: 2.5237, loss: 2.5237, grad_norm: 2.7009 2021-07-10 01:31:31,822 - mmaction - INFO - Epoch [123][460/1879] lr: 5.368e-02, eta: 2 days, 16:31:34, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6809, loss_cls: 2.5177, loss: 2.5177, grad_norm: 2.5749 2021-07-10 01:31:49,327 - mmaction - INFO - Epoch [123][480/1879] lr: 5.368e-02, eta: 2 days, 16:31:15, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6770, loss_cls: 2.5074, loss: 2.5074, grad_norm: 2.5653 2021-07-10 01:32:06,753 - mmaction - INFO - Epoch [123][500/1879] lr: 5.368e-02, eta: 2 days, 16:30:55, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6961, loss_cls: 2.4129, loss: 2.4129, grad_norm: 2.5591 2021-07-10 01:32:24,234 - mmaction - INFO - Epoch [123][520/1879] lr: 5.368e-02, eta: 2 days, 16:30:36, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6785, loss_cls: 2.5443, loss: 2.5443, grad_norm: 2.7042 2021-07-10 01:32:41,685 - mmaction - INFO - Epoch [123][540/1879] lr: 5.368e-02, eta: 2 days, 16:30:16, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6715, loss_cls: 2.5140, loss: 2.5140, grad_norm: 2.6297 2021-07-10 01:32:59,152 - mmaction - INFO - Epoch [123][560/1879] lr: 5.368e-02, eta: 2 days, 16:29:56, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6918, loss_cls: 2.4887, loss: 2.4887, grad_norm: 2.5914 2021-07-10 01:33:16,471 - mmaction - INFO - Epoch [123][580/1879] lr: 5.368e-02, eta: 2 days, 16:29:37, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6855, loss_cls: 2.4692, loss: 2.4692, grad_norm: 2.6300 2021-07-10 01:33:33,869 - mmaction - INFO - Epoch [123][600/1879] lr: 5.368e-02, eta: 2 days, 16:29:17, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6813, loss_cls: 2.5145, loss: 2.5145, grad_norm: 2.6592 2021-07-10 01:33:51,438 - mmaction - INFO - Epoch [123][620/1879] lr: 5.368e-02, eta: 2 days, 16:28:57, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6973, loss_cls: 2.4382, loss: 2.4382, grad_norm: 2.6215 2021-07-10 01:34:08,805 - mmaction - INFO - Epoch [123][640/1879] lr: 5.368e-02, eta: 2 days, 16:28:38, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6863, loss_cls: 2.4445, loss: 2.4445, grad_norm: 2.6463 2021-07-10 01:34:26,221 - mmaction - INFO - Epoch [123][660/1879] lr: 5.368e-02, eta: 2 days, 16:28:18, time: 0.871, data_time: 0.008, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6941, loss_cls: 2.4504, loss: 2.4504, grad_norm: 2.6214 2021-07-10 01:34:43,590 - mmaction - INFO - Epoch [123][680/1879] lr: 5.368e-02, eta: 2 days, 16:27:58, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6816, loss_cls: 2.5267, loss: 2.5267, grad_norm: 2.7055 2021-07-10 01:35:01,140 - mmaction - INFO - Epoch [123][700/1879] lr: 5.368e-02, eta: 2 days, 16:27:39, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6773, loss_cls: 2.5019, loss: 2.5019, grad_norm: 2.6648 2021-07-10 01:35:18,507 - mmaction - INFO - Epoch [123][720/1879] lr: 5.368e-02, eta: 2 days, 16:27:19, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6844, loss_cls: 2.4567, loss: 2.4567, grad_norm: 2.5707 2021-07-10 01:35:35,988 - mmaction - INFO - Epoch [123][740/1879] lr: 5.368e-02, eta: 2 days, 16:27:00, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7031, loss_cls: 2.3991, loss: 2.3991, grad_norm: 2.6213 2021-07-10 01:35:53,390 - mmaction - INFO - Epoch [123][760/1879] lr: 5.368e-02, eta: 2 days, 16:26:40, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6914, loss_cls: 2.4224, loss: 2.4224, grad_norm: 2.6283 2021-07-10 01:36:10,886 - mmaction - INFO - Epoch [123][780/1879] lr: 5.368e-02, eta: 2 days, 16:26:20, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6801, loss_cls: 2.5140, loss: 2.5140, grad_norm: 2.6559 2021-07-10 01:36:28,380 - mmaction - INFO - Epoch [123][800/1879] lr: 5.368e-02, eta: 2 days, 16:26:01, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6828, loss_cls: 2.4867, loss: 2.4867, grad_norm: 2.5915 2021-07-10 01:36:45,842 - mmaction - INFO - Epoch [123][820/1879] lr: 5.368e-02, eta: 2 days, 16:25:41, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6750, loss_cls: 2.4972, loss: 2.4972, grad_norm: 2.6233 2021-07-10 01:37:03,186 - mmaction - INFO - Epoch [123][840/1879] lr: 5.368e-02, eta: 2 days, 16:25:21, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6937, loss_cls: 2.4754, loss: 2.4754, grad_norm: 2.6243 2021-07-10 01:37:20,596 - mmaction - INFO - Epoch [123][860/1879] lr: 5.368e-02, eta: 2 days, 16:25:02, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6957, loss_cls: 2.4325, loss: 2.4325, grad_norm: 2.6458 2021-07-10 01:37:38,098 - mmaction - INFO - Epoch [123][880/1879] lr: 5.368e-02, eta: 2 days, 16:24:42, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4531, top5_acc: 0.7012, loss_cls: 2.3996, loss: 2.3996, grad_norm: 2.6434 2021-07-10 01:37:55,553 - mmaction - INFO - Epoch [123][900/1879] lr: 5.368e-02, eta: 2 days, 16:24:23, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6656, loss_cls: 2.5401, loss: 2.5401, grad_norm: 2.6295 2021-07-10 01:38:12,922 - mmaction - INFO - Epoch [123][920/1879] lr: 5.368e-02, eta: 2 days, 16:24:03, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6895, loss_cls: 2.4921, loss: 2.4921, grad_norm: 2.6492 2021-07-10 01:38:30,312 - mmaction - INFO - Epoch [123][940/1879] lr: 5.368e-02, eta: 2 days, 16:23:43, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6887, loss_cls: 2.4978, loss: 2.4978, grad_norm: 2.6512 2021-07-10 01:38:47,829 - mmaction - INFO - Epoch [123][960/1879] lr: 5.368e-02, eta: 2 days, 16:23:24, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6785, loss_cls: 2.4995, loss: 2.4995, grad_norm: 2.6177 2021-07-10 01:39:05,288 - mmaction - INFO - Epoch [123][980/1879] lr: 5.368e-02, eta: 2 days, 16:23:04, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6781, loss_cls: 2.4961, loss: 2.4961, grad_norm: 2.5628 2021-07-10 01:39:22,693 - mmaction - INFO - Epoch [123][1000/1879] lr: 5.368e-02, eta: 2 days, 16:22:44, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6824, loss_cls: 2.4656, loss: 2.4656, grad_norm: 2.6270 2021-07-10 01:39:40,095 - mmaction - INFO - Epoch [123][1020/1879] lr: 5.368e-02, eta: 2 days, 16:22:25, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6832, loss_cls: 2.4789, loss: 2.4789, grad_norm: 2.6841 2021-07-10 01:39:57,674 - mmaction - INFO - Epoch [123][1040/1879] lr: 5.368e-02, eta: 2 days, 16:22:05, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6934, loss_cls: 2.4316, loss: 2.4316, grad_norm: 2.5703 2021-07-10 01:40:15,181 - mmaction - INFO - Epoch [123][1060/1879] lr: 5.368e-02, eta: 2 days, 16:21:46, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6801, loss_cls: 2.5223, loss: 2.5223, grad_norm: 2.6196 2021-07-10 01:40:32,660 - mmaction - INFO - Epoch [123][1080/1879] lr: 5.368e-02, eta: 2 days, 16:21:26, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6699, loss_cls: 2.5383, loss: 2.5383, grad_norm: 2.6097 2021-07-10 01:40:50,082 - mmaction - INFO - Epoch [123][1100/1879] lr: 5.368e-02, eta: 2 days, 16:21:07, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6859, loss_cls: 2.4749, loss: 2.4749, grad_norm: 2.6320 2021-07-10 01:41:07,514 - mmaction - INFO - Epoch [123][1120/1879] lr: 5.368e-02, eta: 2 days, 16:20:47, time: 0.876, data_time: 0.007, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6879, loss_cls: 2.4758, loss: 2.4758, grad_norm: 2.6242 2021-07-10 01:41:24,859 - mmaction - INFO - Epoch [123][1140/1879] lr: 5.368e-02, eta: 2 days, 16:20:27, time: 0.866, data_time: 0.000, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6754, loss_cls: 2.5169, loss: 2.5169, grad_norm: 2.6160 2021-07-10 01:41:42,344 - mmaction - INFO - Epoch [123][1160/1879] lr: 5.368e-02, eta: 2 days, 16:20:08, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6875, loss_cls: 2.4630, loss: 2.4630, grad_norm: 2.6634 2021-07-10 01:41:59,760 - mmaction - INFO - Epoch [123][1180/1879] lr: 5.368e-02, eta: 2 days, 16:19:48, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6918, loss_cls: 2.4365, loss: 2.4365, grad_norm: 2.6143 2021-07-10 01:42:17,167 - mmaction - INFO - Epoch [123][1200/1879] lr: 5.368e-02, eta: 2 days, 16:19:28, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6754, loss_cls: 2.5412, loss: 2.5412, grad_norm: 2.6855 2021-07-10 01:42:34,545 - mmaction - INFO - Epoch [123][1220/1879] lr: 5.368e-02, eta: 2 days, 16:19:09, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6863, loss_cls: 2.4723, loss: 2.4723, grad_norm: 2.6209 2021-07-10 01:42:51,927 - mmaction - INFO - Epoch [123][1240/1879] lr: 5.368e-02, eta: 2 days, 16:18:49, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6941, loss_cls: 2.4651, loss: 2.4651, grad_norm: 2.5809 2021-07-10 01:43:09,491 - mmaction - INFO - Epoch [123][1260/1879] lr: 5.368e-02, eta: 2 days, 16:18:29, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6965, loss_cls: 2.5029, loss: 2.5029, grad_norm: 2.6352 2021-07-10 01:43:26,936 - mmaction - INFO - Epoch [123][1280/1879] lr: 5.368e-02, eta: 2 days, 16:18:10, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6766, loss_cls: 2.4929, loss: 2.4929, grad_norm: 2.6430 2021-07-10 01:43:44,391 - mmaction - INFO - Epoch [123][1300/1879] lr: 5.368e-02, eta: 2 days, 16:17:50, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6867, loss_cls: 2.5026, loss: 2.5026, grad_norm: 2.6420 2021-07-10 01:44:01,856 - mmaction - INFO - Epoch [123][1320/1879] lr: 5.368e-02, eta: 2 days, 16:17:31, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6910, loss_cls: 2.4638, loss: 2.4638, grad_norm: 2.6089 2021-07-10 01:44:19,286 - mmaction - INFO - Epoch [123][1340/1879] lr: 5.368e-02, eta: 2 days, 16:17:11, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6918, loss_cls: 2.4617, loss: 2.4617, grad_norm: 2.6639 2021-07-10 01:44:36,702 - mmaction - INFO - Epoch [123][1360/1879] lr: 5.368e-02, eta: 2 days, 16:16:51, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6902, loss_cls: 2.4881, loss: 2.4881, grad_norm: 2.6569 2021-07-10 01:44:54,183 - mmaction - INFO - Epoch [123][1380/1879] lr: 5.368e-02, eta: 2 days, 16:16:32, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6926, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.6210 2021-07-10 01:45:11,672 - mmaction - INFO - Epoch [123][1400/1879] lr: 5.368e-02, eta: 2 days, 16:16:12, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6879, loss_cls: 2.4538, loss: 2.4538, grad_norm: 2.6463 2021-07-10 01:45:29,043 - mmaction - INFO - Epoch [123][1420/1879] lr: 5.368e-02, eta: 2 days, 16:15:53, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6762, loss_cls: 2.5164, loss: 2.5164, grad_norm: 2.6612 2021-07-10 01:45:46,515 - mmaction - INFO - Epoch [123][1440/1879] lr: 5.368e-02, eta: 2 days, 16:15:33, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6801, loss_cls: 2.5447, loss: 2.5447, grad_norm: 2.6336 2021-07-10 01:46:03,858 - mmaction - INFO - Epoch [123][1460/1879] lr: 5.368e-02, eta: 2 days, 16:15:13, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6793, loss_cls: 2.5158, loss: 2.5158, grad_norm: 2.6659 2021-07-10 01:46:21,281 - mmaction - INFO - Epoch [123][1480/1879] lr: 5.368e-02, eta: 2 days, 16:14:54, time: 0.869, data_time: 0.000, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6715, loss_cls: 2.5021, loss: 2.5021, grad_norm: 2.5704 2021-07-10 01:46:38,759 - mmaction - INFO - Epoch [123][1500/1879] lr: 5.368e-02, eta: 2 days, 16:14:34, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6832, loss_cls: 2.4938, loss: 2.4938, grad_norm: 2.6565 2021-07-10 01:46:56,165 - mmaction - INFO - Epoch [123][1520/1879] lr: 5.368e-02, eta: 2 days, 16:14:14, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6734, loss_cls: 2.5076, loss: 2.5076, grad_norm: 2.6197 2021-07-10 01:47:13,582 - mmaction - INFO - Epoch [123][1540/1879] lr: 5.368e-02, eta: 2 days, 16:13:55, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6875, loss_cls: 2.4391, loss: 2.4391, grad_norm: 2.5703 2021-07-10 01:47:31,084 - mmaction - INFO - Epoch [123][1560/1879] lr: 5.368e-02, eta: 2 days, 16:13:35, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6824, loss_cls: 2.4975, loss: 2.4975, grad_norm: 2.6413 2021-07-10 01:47:48,624 - mmaction - INFO - Epoch [123][1580/1879] lr: 5.368e-02, eta: 2 days, 16:13:16, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6922, loss_cls: 2.4498, loss: 2.4498, grad_norm: 2.5995 2021-07-10 01:48:06,118 - mmaction - INFO - Epoch [123][1600/1879] lr: 5.368e-02, eta: 2 days, 16:12:56, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6793, loss_cls: 2.5111, loss: 2.5111, grad_norm: 2.5864 2021-07-10 01:48:23,580 - mmaction - INFO - Epoch [123][1620/1879] lr: 5.368e-02, eta: 2 days, 16:12:37, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6758, loss_cls: 2.5155, loss: 2.5155, grad_norm: 2.6061 2021-07-10 01:48:41,071 - mmaction - INFO - Epoch [123][1640/1879] lr: 5.368e-02, eta: 2 days, 16:12:17, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6777, loss_cls: 2.5493, loss: 2.5493, grad_norm: 2.6594 2021-07-10 01:48:58,557 - mmaction - INFO - Epoch [123][1660/1879] lr: 5.368e-02, eta: 2 days, 16:11:58, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6930, loss_cls: 2.4337, loss: 2.4337, grad_norm: 2.5845 2021-07-10 01:49:15,909 - mmaction - INFO - Epoch [123][1680/1879] lr: 5.368e-02, eta: 2 days, 16:11:38, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6734, loss_cls: 2.5401, loss: 2.5401, grad_norm: 2.6485 2021-07-10 01:49:33,418 - mmaction - INFO - Epoch [123][1700/1879] lr: 5.368e-02, eta: 2 days, 16:11:18, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4234, top5_acc: 0.6586, loss_cls: 2.5904, loss: 2.5904, grad_norm: 2.5613 2021-07-10 01:49:50,840 - mmaction - INFO - Epoch [123][1720/1879] lr: 5.368e-02, eta: 2 days, 16:10:59, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6969, loss_cls: 2.4175, loss: 2.4175, grad_norm: 2.5731 2021-07-10 01:50:08,344 - mmaction - INFO - Epoch [123][1740/1879] lr: 5.368e-02, eta: 2 days, 16:10:39, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6824, loss_cls: 2.4763, loss: 2.4763, grad_norm: 2.6241 2021-07-10 01:50:25,786 - mmaction - INFO - Epoch [123][1760/1879] lr: 5.368e-02, eta: 2 days, 16:10:20, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6762, loss_cls: 2.4761, loss: 2.4761, grad_norm: 2.6304 2021-07-10 01:50:43,267 - mmaction - INFO - Epoch [123][1780/1879] lr: 5.368e-02, eta: 2 days, 16:10:00, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6930, loss_cls: 2.4677, loss: 2.4677, grad_norm: 2.6171 2021-07-10 01:51:00,661 - mmaction - INFO - Epoch [123][1800/1879] lr: 5.368e-02, eta: 2 days, 16:09:40, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6750, loss_cls: 2.5004, loss: 2.5004, grad_norm: 2.6651 2021-07-10 01:51:18,156 - mmaction - INFO - Epoch [123][1820/1879] lr: 5.368e-02, eta: 2 days, 16:09:21, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6809, loss_cls: 2.5116, loss: 2.5116, grad_norm: 2.6832 2021-07-10 01:51:35,635 - mmaction - INFO - Epoch [123][1840/1879] lr: 5.368e-02, eta: 2 days, 16:09:01, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6813, loss_cls: 2.4826, loss: 2.4826, grad_norm: 2.6526 2021-07-10 01:51:53,189 - mmaction - INFO - Epoch [123][1860/1879] lr: 5.368e-02, eta: 2 days, 16:08:42, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6930, loss_cls: 2.4726, loss: 2.4726, grad_norm: 2.6849 2021-07-10 01:53:48,919 - mmaction - INFO - Epoch [124][20/1879] lr: 5.307e-02, eta: 2 days, 16:09:10, time: 4.787, data_time: 3.543, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6965, loss_cls: 2.4693, loss: 2.4693, grad_norm: 2.6497 2021-07-10 01:54:06,289 - mmaction - INFO - Epoch [124][40/1879] lr: 5.307e-02, eta: 2 days, 16:08:51, time: 0.865, data_time: 0.013, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6805, loss_cls: 2.4914, loss: 2.4914, grad_norm: 2.6372 2021-07-10 01:54:23,443 - mmaction - INFO - Epoch [124][60/1879] lr: 5.307e-02, eta: 2 days, 16:08:31, time: 0.860, data_time: 0.005, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6773, loss_cls: 2.4837, loss: 2.4837, grad_norm: 2.6029 2021-07-10 01:54:40,920 - mmaction - INFO - Epoch [124][80/1879] lr: 5.307e-02, eta: 2 days, 16:08:11, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6801, loss_cls: 2.4818, loss: 2.4818, grad_norm: 2.6506 2021-07-10 01:54:58,334 - mmaction - INFO - Epoch [124][100/1879] lr: 5.307e-02, eta: 2 days, 16:07:51, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6965, loss_cls: 2.4304, loss: 2.4304, grad_norm: 2.6313 2021-07-10 01:55:15,934 - mmaction - INFO - Epoch [124][120/1879] lr: 5.307e-02, eta: 2 days, 16:07:32, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.7070, loss_cls: 2.3998, loss: 2.3998, grad_norm: 2.6444 2021-07-10 01:55:33,471 - mmaction - INFO - Epoch [124][140/1879] lr: 5.307e-02, eta: 2 days, 16:07:13, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6973, loss_cls: 2.4242, loss: 2.4242, grad_norm: 2.6797 2021-07-10 01:55:51,057 - mmaction - INFO - Epoch [124][160/1879] lr: 5.307e-02, eta: 2 days, 16:06:53, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6887, loss_cls: 2.4627, loss: 2.4627, grad_norm: 2.6678 2021-07-10 01:56:08,452 - mmaction - INFO - Epoch [124][180/1879] lr: 5.307e-02, eta: 2 days, 16:06:33, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6898, loss_cls: 2.4453, loss: 2.4453, grad_norm: 2.6626 2021-07-10 01:56:25,850 - mmaction - INFO - Epoch [124][200/1879] lr: 5.307e-02, eta: 2 days, 16:06:14, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4148, top5_acc: 0.6746, loss_cls: 2.5795, loss: 2.5795, grad_norm: 2.7438 2021-07-10 01:56:43,191 - mmaction - INFO - Epoch [124][220/1879] lr: 5.307e-02, eta: 2 days, 16:05:54, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6762, loss_cls: 2.5245, loss: 2.5245, grad_norm: 2.6388 2021-07-10 01:57:00,759 - mmaction - INFO - Epoch [124][240/1879] lr: 5.307e-02, eta: 2 days, 16:05:35, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6801, loss_cls: 2.5060, loss: 2.5060, grad_norm: 2.6409 2021-07-10 01:57:18,197 - mmaction - INFO - Epoch [124][260/1879] lr: 5.307e-02, eta: 2 days, 16:05:15, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6910, loss_cls: 2.4683, loss: 2.4683, grad_norm: 2.6726 2021-07-10 01:57:35,590 - mmaction - INFO - Epoch [124][280/1879] lr: 5.307e-02, eta: 2 days, 16:04:55, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7066, loss_cls: 2.3697, loss: 2.3697, grad_norm: 2.5624 2021-07-10 01:57:53,067 - mmaction - INFO - Epoch [124][300/1879] lr: 5.307e-02, eta: 2 days, 16:04:36, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6781, loss_cls: 2.4799, loss: 2.4799, grad_norm: 2.6482 2021-07-10 01:58:10,621 - mmaction - INFO - Epoch [124][320/1879] lr: 5.307e-02, eta: 2 days, 16:04:16, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6898, loss_cls: 2.4567, loss: 2.4567, grad_norm: 2.6427 2021-07-10 01:58:28,159 - mmaction - INFO - Epoch [124][340/1879] lr: 5.307e-02, eta: 2 days, 16:03:57, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6750, loss_cls: 2.5327, loss: 2.5327, grad_norm: 2.6685 2021-07-10 01:58:45,771 - mmaction - INFO - Epoch [124][360/1879] lr: 5.307e-02, eta: 2 days, 16:03:37, time: 0.880, data_time: 0.002, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6973, loss_cls: 2.4141, loss: 2.4141, grad_norm: 2.5698 2021-07-10 01:59:03,244 - mmaction - INFO - Epoch [124][380/1879] lr: 5.307e-02, eta: 2 days, 16:03:18, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7063, loss_cls: 2.3548, loss: 2.3548, grad_norm: 2.5935 2021-07-10 01:59:20,658 - mmaction - INFO - Epoch [124][400/1879] lr: 5.307e-02, eta: 2 days, 16:02:58, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6797, loss_cls: 2.5422, loss: 2.5422, grad_norm: 2.6211 2021-07-10 01:59:38,182 - mmaction - INFO - Epoch [124][420/1879] lr: 5.307e-02, eta: 2 days, 16:02:39, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6859, loss_cls: 2.4766, loss: 2.4766, grad_norm: 2.6852 2021-07-10 01:59:55,670 - mmaction - INFO - Epoch [124][440/1879] lr: 5.307e-02, eta: 2 days, 16:02:19, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6965, loss_cls: 2.4543, loss: 2.4543, grad_norm: 2.6634 2021-07-10 02:00:13,171 - mmaction - INFO - Epoch [124][460/1879] lr: 5.307e-02, eta: 2 days, 16:02:00, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6937, loss_cls: 2.5014, loss: 2.5014, grad_norm: 2.6265 2021-07-10 02:00:30,823 - mmaction - INFO - Epoch [124][480/1879] lr: 5.307e-02, eta: 2 days, 16:01:40, time: 0.883, data_time: 0.001, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6930, loss_cls: 2.4398, loss: 2.4398, grad_norm: 2.5648 2021-07-10 02:00:48,323 - mmaction - INFO - Epoch [124][500/1879] lr: 5.307e-02, eta: 2 days, 16:01:21, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6871, loss_cls: 2.4731, loss: 2.4731, grad_norm: 2.6902 2021-07-10 02:01:05,876 - mmaction - INFO - Epoch [124][520/1879] lr: 5.307e-02, eta: 2 days, 16:01:01, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6813, loss_cls: 2.4843, loss: 2.4843, grad_norm: 2.6854 2021-07-10 02:01:23,341 - mmaction - INFO - Epoch [124][540/1879] lr: 5.307e-02, eta: 2 days, 16:00:42, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6809, loss_cls: 2.4808, loss: 2.4808, grad_norm: 2.6498 2021-07-10 02:01:40,898 - mmaction - INFO - Epoch [124][560/1879] lr: 5.307e-02, eta: 2 days, 16:00:22, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6742, loss_cls: 2.5340, loss: 2.5340, grad_norm: 2.5969 2021-07-10 02:01:58,278 - mmaction - INFO - Epoch [124][580/1879] lr: 5.307e-02, eta: 2 days, 16:00:02, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4500, top5_acc: 0.7039, loss_cls: 2.4265, loss: 2.4265, grad_norm: 2.5959 2021-07-10 02:02:15,699 - mmaction - INFO - Epoch [124][600/1879] lr: 5.307e-02, eta: 2 days, 15:59:43, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6797, loss_cls: 2.5059, loss: 2.5059, grad_norm: 2.6814 2021-07-10 02:02:33,132 - mmaction - INFO - Epoch [124][620/1879] lr: 5.307e-02, eta: 2 days, 15:59:23, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4652, top5_acc: 0.6988, loss_cls: 2.4292, loss: 2.4292, grad_norm: 2.6463 2021-07-10 02:02:50,667 - mmaction - INFO - Epoch [124][640/1879] lr: 5.307e-02, eta: 2 days, 15:59:04, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7000, loss_cls: 2.3921, loss: 2.3921, grad_norm: 2.5991 2021-07-10 02:03:08,078 - mmaction - INFO - Epoch [124][660/1879] lr: 5.307e-02, eta: 2 days, 15:58:44, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6930, loss_cls: 2.4304, loss: 2.4304, grad_norm: 2.6572 2021-07-10 02:03:25,831 - mmaction - INFO - Epoch [124][680/1879] lr: 5.307e-02, eta: 2 days, 15:58:25, time: 0.888, data_time: 0.006, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6859, loss_cls: 2.4672, loss: 2.4672, grad_norm: 2.5488 2021-07-10 02:03:43,323 - mmaction - INFO - Epoch [124][700/1879] lr: 5.307e-02, eta: 2 days, 15:58:05, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6816, loss_cls: 2.4905, loss: 2.4905, grad_norm: 2.6894 2021-07-10 02:04:00,830 - mmaction - INFO - Epoch [124][720/1879] lr: 5.307e-02, eta: 2 days, 15:57:46, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6816, loss_cls: 2.5335, loss: 2.5335, grad_norm: 2.6014 2021-07-10 02:04:18,277 - mmaction - INFO - Epoch [124][740/1879] lr: 5.307e-02, eta: 2 days, 15:57:26, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6973, loss_cls: 2.4545, loss: 2.4545, grad_norm: 2.6525 2021-07-10 02:04:35,769 - mmaction - INFO - Epoch [124][760/1879] lr: 5.307e-02, eta: 2 days, 15:57:06, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6836, loss_cls: 2.5220, loss: 2.5220, grad_norm: 2.6338 2021-07-10 02:04:53,122 - mmaction - INFO - Epoch [124][780/1879] lr: 5.307e-02, eta: 2 days, 15:56:47, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6793, loss_cls: 2.4725, loss: 2.4725, grad_norm: 2.5369 2021-07-10 02:05:10,620 - mmaction - INFO - Epoch [124][800/1879] lr: 5.307e-02, eta: 2 days, 15:56:27, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6852, loss_cls: 2.4751, loss: 2.4751, grad_norm: 2.6053 2021-07-10 02:05:28,232 - mmaction - INFO - Epoch [124][820/1879] lr: 5.307e-02, eta: 2 days, 15:56:08, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6902, loss_cls: 2.4830, loss: 2.4830, grad_norm: 2.6923 2021-07-10 02:05:45,674 - mmaction - INFO - Epoch [124][840/1879] lr: 5.307e-02, eta: 2 days, 15:55:48, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6918, loss_cls: 2.4502, loss: 2.4502, grad_norm: 2.6989 2021-07-10 02:06:03,233 - mmaction - INFO - Epoch [124][860/1879] lr: 5.307e-02, eta: 2 days, 15:55:29, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6859, loss_cls: 2.4445, loss: 2.4445, grad_norm: 2.6007 2021-07-10 02:06:20,685 - mmaction - INFO - Epoch [124][880/1879] lr: 5.307e-02, eta: 2 days, 15:55:09, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4215, top5_acc: 0.6738, loss_cls: 2.5483, loss: 2.5483, grad_norm: 2.6653 2021-07-10 02:06:38,233 - mmaction - INFO - Epoch [124][900/1879] lr: 5.307e-02, eta: 2 days, 15:54:50, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6789, loss_cls: 2.4823, loss: 2.4823, grad_norm: 2.6623 2021-07-10 02:06:55,727 - mmaction - INFO - Epoch [124][920/1879] lr: 5.307e-02, eta: 2 days, 15:54:30, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6977, loss_cls: 2.4047, loss: 2.4047, grad_norm: 2.6059 2021-07-10 02:07:13,254 - mmaction - INFO - Epoch [124][940/1879] lr: 5.307e-02, eta: 2 days, 15:54:11, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6781, loss_cls: 2.4912, loss: 2.4912, grad_norm: 2.6798 2021-07-10 02:07:30,640 - mmaction - INFO - Epoch [124][960/1879] lr: 5.307e-02, eta: 2 days, 15:53:51, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6793, loss_cls: 2.5614, loss: 2.5614, grad_norm: 2.7036 2021-07-10 02:07:48,102 - mmaction - INFO - Epoch [124][980/1879] lr: 5.307e-02, eta: 2 days, 15:53:31, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6824, loss_cls: 2.4458, loss: 2.4458, grad_norm: 2.6170 2021-07-10 02:08:05,540 - mmaction - INFO - Epoch [124][1000/1879] lr: 5.307e-02, eta: 2 days, 15:53:12, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6883, loss_cls: 2.4501, loss: 2.4501, grad_norm: 2.6515 2021-07-10 02:08:22,961 - mmaction - INFO - Epoch [124][1020/1879] lr: 5.307e-02, eta: 2 days, 15:52:52, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6777, loss_cls: 2.5797, loss: 2.5797, grad_norm: 2.6809 2021-07-10 02:08:40,312 - mmaction - INFO - Epoch [124][1040/1879] lr: 5.307e-02, eta: 2 days, 15:52:33, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6840, loss_cls: 2.4543, loss: 2.4543, grad_norm: 2.6094 2021-07-10 02:08:57,770 - mmaction - INFO - Epoch [124][1060/1879] lr: 5.307e-02, eta: 2 days, 15:52:13, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6875, loss_cls: 2.4609, loss: 2.4609, grad_norm: 2.6889 2021-07-10 02:09:15,162 - mmaction - INFO - Epoch [124][1080/1879] lr: 5.307e-02, eta: 2 days, 15:51:53, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6902, loss_cls: 2.4630, loss: 2.4630, grad_norm: 2.6183 2021-07-10 02:09:32,633 - mmaction - INFO - Epoch [124][1100/1879] lr: 5.307e-02, eta: 2 days, 15:51:34, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6906, loss_cls: 2.5076, loss: 2.5076, grad_norm: 2.6354 2021-07-10 02:09:50,077 - mmaction - INFO - Epoch [124][1120/1879] lr: 5.307e-02, eta: 2 days, 15:51:14, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6813, loss_cls: 2.4527, loss: 2.4527, grad_norm: 2.5879 2021-07-10 02:10:07,391 - mmaction - INFO - Epoch [124][1140/1879] lr: 5.307e-02, eta: 2 days, 15:50:54, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6730, loss_cls: 2.5232, loss: 2.5232, grad_norm: 2.6790 2021-07-10 02:10:24,883 - mmaction - INFO - Epoch [124][1160/1879] lr: 5.307e-02, eta: 2 days, 15:50:35, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.5167, loss: 2.5167, grad_norm: 2.6813 2021-07-10 02:10:42,356 - mmaction - INFO - Epoch [124][1180/1879] lr: 5.307e-02, eta: 2 days, 15:50:15, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6820, loss_cls: 2.5009, loss: 2.5009, grad_norm: 2.6424 2021-07-10 02:10:59,801 - mmaction - INFO - Epoch [124][1200/1879] lr: 5.307e-02, eta: 2 days, 15:49:56, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6828, loss_cls: 2.5207, loss: 2.5207, grad_norm: 2.6656 2021-07-10 02:11:17,252 - mmaction - INFO - Epoch [124][1220/1879] lr: 5.307e-02, eta: 2 days, 15:49:36, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6773, loss_cls: 2.5324, loss: 2.5324, grad_norm: 2.6979 2021-07-10 02:11:34,761 - mmaction - INFO - Epoch [124][1240/1879] lr: 5.307e-02, eta: 2 days, 15:49:17, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6699, loss_cls: 2.5711, loss: 2.5711, grad_norm: 2.6308 2021-07-10 02:11:52,339 - mmaction - INFO - Epoch [124][1260/1879] lr: 5.307e-02, eta: 2 days, 15:48:57, time: 0.881, data_time: 0.006, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6957, loss_cls: 2.4528, loss: 2.4528, grad_norm: 2.6132 2021-07-10 02:12:09,820 - mmaction - INFO - Epoch [124][1280/1879] lr: 5.307e-02, eta: 2 days, 15:48:38, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6781, loss_cls: 2.5032, loss: 2.5032, grad_norm: 2.6182 2021-07-10 02:12:27,293 - mmaction - INFO - Epoch [124][1300/1879] lr: 5.307e-02, eta: 2 days, 15:48:18, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6852, loss_cls: 2.4857, loss: 2.4857, grad_norm: 2.6334 2021-07-10 02:12:44,866 - mmaction - INFO - Epoch [124][1320/1879] lr: 5.307e-02, eta: 2 days, 15:47:59, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6738, loss_cls: 2.5584, loss: 2.5584, grad_norm: 2.5908 2021-07-10 02:13:02,381 - mmaction - INFO - Epoch [124][1340/1879] lr: 5.307e-02, eta: 2 days, 15:47:39, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6934, loss_cls: 2.4546, loss: 2.4546, grad_norm: 2.5325 2021-07-10 02:13:19,897 - mmaction - INFO - Epoch [124][1360/1879] lr: 5.307e-02, eta: 2 days, 15:47:20, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6965, loss_cls: 2.4504, loss: 2.4504, grad_norm: 2.6633 2021-07-10 02:13:37,295 - mmaction - INFO - Epoch [124][1380/1879] lr: 5.307e-02, eta: 2 days, 15:47:00, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6801, loss_cls: 2.5472, loss: 2.5472, grad_norm: 2.7131 2021-07-10 02:13:54,739 - mmaction - INFO - Epoch [124][1400/1879] lr: 5.307e-02, eta: 2 days, 15:46:40, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6914, loss_cls: 2.4472, loss: 2.4472, grad_norm: 2.6162 2021-07-10 02:14:12,154 - mmaction - INFO - Epoch [124][1420/1879] lr: 5.307e-02, eta: 2 days, 15:46:21, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6902, loss_cls: 2.4946, loss: 2.4946, grad_norm: 2.5666 2021-07-10 02:14:29,465 - mmaction - INFO - Epoch [124][1440/1879] lr: 5.307e-02, eta: 2 days, 15:46:01, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6859, loss_cls: 2.5024, loss: 2.5024, grad_norm: 2.6027 2021-07-10 02:14:46,865 - mmaction - INFO - Epoch [124][1460/1879] lr: 5.307e-02, eta: 2 days, 15:45:41, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6754, loss_cls: 2.5294, loss: 2.5294, grad_norm: 2.6184 2021-07-10 02:15:04,209 - mmaction - INFO - Epoch [124][1480/1879] lr: 5.307e-02, eta: 2 days, 15:45:22, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6699, loss_cls: 2.5492, loss: 2.5492, grad_norm: 2.6288 2021-07-10 02:15:21,645 - mmaction - INFO - Epoch [124][1500/1879] lr: 5.307e-02, eta: 2 days, 15:45:02, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4223, top5_acc: 0.6574, loss_cls: 2.6131, loss: 2.6131, grad_norm: 2.6373 2021-07-10 02:15:39,186 - mmaction - INFO - Epoch [124][1520/1879] lr: 5.307e-02, eta: 2 days, 15:44:43, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6797, loss_cls: 2.5074, loss: 2.5074, grad_norm: 2.5427 2021-07-10 02:15:56,613 - mmaction - INFO - Epoch [124][1540/1879] lr: 5.307e-02, eta: 2 days, 15:44:23, time: 0.871, data_time: 0.011, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6668, loss_cls: 2.5039, loss: 2.5039, grad_norm: 2.6018 2021-07-10 02:16:14,175 - mmaction - INFO - Epoch [124][1560/1879] lr: 5.307e-02, eta: 2 days, 15:44:04, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6934, loss_cls: 2.4883, loss: 2.4883, grad_norm: 2.6815 2021-07-10 02:16:31,719 - mmaction - INFO - Epoch [124][1580/1879] lr: 5.307e-02, eta: 2 days, 15:43:44, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6805, loss_cls: 2.5294, loss: 2.5294, grad_norm: 2.6175 2021-07-10 02:16:49,086 - mmaction - INFO - Epoch [124][1600/1879] lr: 5.307e-02, eta: 2 days, 15:43:24, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6758, loss_cls: 2.5281, loss: 2.5281, grad_norm: 2.6018 2021-07-10 02:17:06,489 - mmaction - INFO - Epoch [124][1620/1879] lr: 5.307e-02, eta: 2 days, 15:43:05, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6687, loss_cls: 2.5396, loss: 2.5396, grad_norm: 2.5867 2021-07-10 02:17:23,957 - mmaction - INFO - Epoch [124][1640/1879] lr: 5.307e-02, eta: 2 days, 15:42:45, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6977, loss_cls: 2.4405, loss: 2.4405, grad_norm: 2.6409 2021-07-10 02:17:41,451 - mmaction - INFO - Epoch [124][1660/1879] lr: 5.307e-02, eta: 2 days, 15:42:26, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6887, loss_cls: 2.5053, loss: 2.5053, grad_norm: 2.6344 2021-07-10 02:17:58,837 - mmaction - INFO - Epoch [124][1680/1879] lr: 5.307e-02, eta: 2 days, 15:42:06, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7141, loss_cls: 2.3654, loss: 2.3654, grad_norm: 2.5296 2021-07-10 02:18:16,328 - mmaction - INFO - Epoch [124][1700/1879] lr: 5.307e-02, eta: 2 days, 15:41:47, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6953, loss_cls: 2.4595, loss: 2.4595, grad_norm: 2.6051 2021-07-10 02:18:33,801 - mmaction - INFO - Epoch [124][1720/1879] lr: 5.307e-02, eta: 2 days, 15:41:27, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6973, loss_cls: 2.4051, loss: 2.4051, grad_norm: 2.6083 2021-07-10 02:18:51,218 - mmaction - INFO - Epoch [124][1740/1879] lr: 5.307e-02, eta: 2 days, 15:41:07, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.4504, top5_acc: 0.7008, loss_cls: 2.4362, loss: 2.4362, grad_norm: 2.6509 2021-07-10 02:19:08,710 - mmaction - INFO - Epoch [124][1760/1879] lr: 5.307e-02, eta: 2 days, 15:40:48, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6820, loss_cls: 2.4972, loss: 2.4972, grad_norm: 2.6710 2021-07-10 02:19:26,090 - mmaction - INFO - Epoch [124][1780/1879] lr: 5.307e-02, eta: 2 days, 15:40:28, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6941, loss_cls: 2.4699, loss: 2.4699, grad_norm: 2.6444 2021-07-10 02:19:43,511 - mmaction - INFO - Epoch [124][1800/1879] lr: 5.307e-02, eta: 2 days, 15:40:09, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6914, loss_cls: 2.4284, loss: 2.4284, grad_norm: 2.6679 2021-07-10 02:20:00,970 - mmaction - INFO - Epoch [124][1820/1879] lr: 5.307e-02, eta: 2 days, 15:39:49, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6957, loss_cls: 2.4285, loss: 2.4285, grad_norm: 2.6448 2021-07-10 02:20:18,522 - mmaction - INFO - Epoch [124][1840/1879] lr: 5.307e-02, eta: 2 days, 15:39:30, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6898, loss_cls: 2.4632, loss: 2.4632, grad_norm: 2.5928 2021-07-10 02:20:36,160 - mmaction - INFO - Epoch [124][1860/1879] lr: 5.307e-02, eta: 2 days, 15:39:10, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6937, loss_cls: 2.4118, loss: 2.4118, grad_norm: 2.6072 2021-07-10 02:21:01,134 - mmaction - INFO - Saving checkpoint at 124 epochs 2021-07-10 02:23:22,994 - mmaction - INFO - Epoch [125][20/1879] lr: 5.245e-02, eta: 2 days, 15:40:26, time: 7.056, data_time: 5.377, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6914, loss_cls: 2.4334, loss: 2.4334, grad_norm: 2.6417 2021-07-10 02:23:40,208 - mmaction - INFO - Epoch [125][40/1879] lr: 5.245e-02, eta: 2 days, 15:40:06, time: 0.863, data_time: 0.008, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6773, loss_cls: 2.5130, loss: 2.5130, grad_norm: 2.6249 2021-07-10 02:23:57,366 - mmaction - INFO - Epoch [125][60/1879] lr: 5.245e-02, eta: 2 days, 15:39:46, time: 0.857, data_time: 0.002, memory: 6462, top1_acc: 0.4488, top5_acc: 0.7023, loss_cls: 2.4487, loss: 2.4487, grad_norm: 2.6528 2021-07-10 02:24:14,857 - mmaction - INFO - Epoch [125][80/1879] lr: 5.245e-02, eta: 2 days, 15:39:27, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6828, loss_cls: 2.4906, loss: 2.4906, grad_norm: 2.6825 2021-07-10 02:24:32,116 - mmaction - INFO - Epoch [125][100/1879] lr: 5.245e-02, eta: 2 days, 15:39:07, time: 0.863, data_time: 0.001, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6750, loss_cls: 2.5017, loss: 2.5017, grad_norm: 2.6353 2021-07-10 02:24:49,615 - mmaction - INFO - Epoch [125][120/1879] lr: 5.245e-02, eta: 2 days, 15:38:48, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6953, loss_cls: 2.4051, loss: 2.4051, grad_norm: 2.6025 2021-07-10 02:25:07,053 - mmaction - INFO - Epoch [125][140/1879] lr: 5.245e-02, eta: 2 days, 15:38:28, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6914, loss_cls: 2.3973, loss: 2.3973, grad_norm: 2.6488 2021-07-10 02:25:24,592 - mmaction - INFO - Epoch [125][160/1879] lr: 5.245e-02, eta: 2 days, 15:38:09, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6855, loss_cls: 2.4540, loss: 2.4540, grad_norm: 2.6590 2021-07-10 02:25:42,282 - mmaction - INFO - Epoch [125][180/1879] lr: 5.245e-02, eta: 2 days, 15:37:49, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6910, loss_cls: 2.4536, loss: 2.4536, grad_norm: 2.6814 2021-07-10 02:25:59,692 - mmaction - INFO - Epoch [125][200/1879] lr: 5.245e-02, eta: 2 days, 15:37:30, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6875, loss_cls: 2.4678, loss: 2.4678, grad_norm: 2.6478 2021-07-10 02:26:17,056 - mmaction - INFO - Epoch [125][220/1879] lr: 5.245e-02, eta: 2 days, 15:37:10, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4523, top5_acc: 0.7078, loss_cls: 2.4228, loss: 2.4228, grad_norm: 2.6432 2021-07-10 02:26:34,483 - mmaction - INFO - Epoch [125][240/1879] lr: 5.245e-02, eta: 2 days, 15:36:50, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6895, loss_cls: 2.4497, loss: 2.4497, grad_norm: 2.5653 2021-07-10 02:26:52,024 - mmaction - INFO - Epoch [125][260/1879] lr: 5.245e-02, eta: 2 days, 15:36:31, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6875, loss_cls: 2.4488, loss: 2.4488, grad_norm: 2.5972 2021-07-10 02:27:09,613 - mmaction - INFO - Epoch [125][280/1879] lr: 5.245e-02, eta: 2 days, 15:36:11, time: 0.879, data_time: 0.001, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6887, loss_cls: 2.4695, loss: 2.4695, grad_norm: 2.6156 2021-07-10 02:27:27,117 - mmaction - INFO - Epoch [125][300/1879] lr: 5.245e-02, eta: 2 days, 15:35:52, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6773, loss_cls: 2.4968, loss: 2.4968, grad_norm: 2.6717 2021-07-10 02:27:44,576 - mmaction - INFO - Epoch [125][320/1879] lr: 5.245e-02, eta: 2 days, 15:35:32, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6805, loss_cls: 2.5341, loss: 2.5341, grad_norm: 2.6892 2021-07-10 02:28:02,119 - mmaction - INFO - Epoch [125][340/1879] lr: 5.245e-02, eta: 2 days, 15:35:13, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6914, loss_cls: 2.4476, loss: 2.4476, grad_norm: 2.5770 2021-07-10 02:28:19,572 - mmaction - INFO - Epoch [125][360/1879] lr: 5.245e-02, eta: 2 days, 15:34:53, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6793, loss_cls: 2.5159, loss: 2.5159, grad_norm: 2.6472 2021-07-10 02:28:37,066 - mmaction - INFO - Epoch [125][380/1879] lr: 5.245e-02, eta: 2 days, 15:34:34, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6711, loss_cls: 2.5433, loss: 2.5433, grad_norm: 2.6849 2021-07-10 02:28:54,413 - mmaction - INFO - Epoch [125][400/1879] lr: 5.245e-02, eta: 2 days, 15:34:14, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6902, loss_cls: 2.4472, loss: 2.4472, grad_norm: 2.6247 2021-07-10 02:29:11,967 - mmaction - INFO - Epoch [125][420/1879] lr: 5.245e-02, eta: 2 days, 15:33:54, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7082, loss_cls: 2.3889, loss: 2.3889, grad_norm: 2.6276 2021-07-10 02:29:29,451 - mmaction - INFO - Epoch [125][440/1879] lr: 5.245e-02, eta: 2 days, 15:33:35, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6988, loss_cls: 2.4239, loss: 2.4239, grad_norm: 2.6152 2021-07-10 02:29:46,872 - mmaction - INFO - Epoch [125][460/1879] lr: 5.245e-02, eta: 2 days, 15:33:15, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4641, top5_acc: 0.6992, loss_cls: 2.4168, loss: 2.4168, grad_norm: 2.6492 2021-07-10 02:30:04,293 - mmaction - INFO - Epoch [125][480/1879] lr: 5.245e-02, eta: 2 days, 15:32:56, time: 0.869, data_time: 0.000, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6813, loss_cls: 2.4991, loss: 2.4991, grad_norm: 2.7229 2021-07-10 02:30:21,751 - mmaction - INFO - Epoch [125][500/1879] lr: 5.245e-02, eta: 2 days, 15:32:36, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6934, loss_cls: 2.4299, loss: 2.4299, grad_norm: 2.6611 2021-07-10 02:30:39,247 - mmaction - INFO - Epoch [125][520/1879] lr: 5.245e-02, eta: 2 days, 15:32:17, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6887, loss_cls: 2.5116, loss: 2.5116, grad_norm: 2.6691 2021-07-10 02:30:56,700 - mmaction - INFO - Epoch [125][540/1879] lr: 5.245e-02, eta: 2 days, 15:31:57, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4621, top5_acc: 0.6977, loss_cls: 2.4315, loss: 2.4315, grad_norm: 2.6318 2021-07-10 02:31:14,230 - mmaction - INFO - Epoch [125][560/1879] lr: 5.245e-02, eta: 2 days, 15:31:38, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6879, loss_cls: 2.4588, loss: 2.4588, grad_norm: 2.6239 2021-07-10 02:31:31,728 - mmaction - INFO - Epoch [125][580/1879] lr: 5.245e-02, eta: 2 days, 15:31:18, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6922, loss_cls: 2.4168, loss: 2.4168, grad_norm: 2.6642 2021-07-10 02:31:49,109 - mmaction - INFO - Epoch [125][600/1879] lr: 5.245e-02, eta: 2 days, 15:30:58, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6871, loss_cls: 2.4640, loss: 2.4640, grad_norm: 2.6912 2021-07-10 02:32:06,594 - mmaction - INFO - Epoch [125][620/1879] lr: 5.245e-02, eta: 2 days, 15:30:39, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6848, loss_cls: 2.5075, loss: 2.5075, grad_norm: 2.6706 2021-07-10 02:32:23,995 - mmaction - INFO - Epoch [125][640/1879] lr: 5.245e-02, eta: 2 days, 15:30:19, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6902, loss_cls: 2.4274, loss: 2.4274, grad_norm: 2.6954 2021-07-10 02:32:41,393 - mmaction - INFO - Epoch [125][660/1879] lr: 5.245e-02, eta: 2 days, 15:30:00, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6730, loss_cls: 2.5138, loss: 2.5138, grad_norm: 2.6646 2021-07-10 02:32:58,768 - mmaction - INFO - Epoch [125][680/1879] lr: 5.245e-02, eta: 2 days, 15:29:40, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6965, loss_cls: 2.4332, loss: 2.4332, grad_norm: 2.6087 2021-07-10 02:33:16,343 - mmaction - INFO - Epoch [125][700/1879] lr: 5.245e-02, eta: 2 days, 15:29:20, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6965, loss_cls: 2.4656, loss: 2.4656, grad_norm: 2.5959 2021-07-10 02:33:33,775 - mmaction - INFO - Epoch [125][720/1879] lr: 5.245e-02, eta: 2 days, 15:29:01, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6926, loss_cls: 2.4243, loss: 2.4243, grad_norm: 2.6039 2021-07-10 02:33:51,277 - mmaction - INFO - Epoch [125][740/1879] lr: 5.245e-02, eta: 2 days, 15:28:41, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6906, loss_cls: 2.4712, loss: 2.4712, grad_norm: 2.6525 2021-07-10 02:34:08,657 - mmaction - INFO - Epoch [125][760/1879] lr: 5.245e-02, eta: 2 days, 15:28:22, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6867, loss_cls: 2.5274, loss: 2.5274, grad_norm: 2.6928 2021-07-10 02:34:26,052 - mmaction - INFO - Epoch [125][780/1879] lr: 5.245e-02, eta: 2 days, 15:28:02, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6883, loss_cls: 2.4268, loss: 2.4268, grad_norm: 2.6121 2021-07-10 02:34:43,453 - mmaction - INFO - Epoch [125][800/1879] lr: 5.245e-02, eta: 2 days, 15:27:42, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6754, loss_cls: 2.5296, loss: 2.5296, grad_norm: 2.7077 2021-07-10 02:35:00,858 - mmaction - INFO - Epoch [125][820/1879] lr: 5.245e-02, eta: 2 days, 15:27:23, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6961, loss_cls: 2.4873, loss: 2.4873, grad_norm: 2.6255 2021-07-10 02:35:18,343 - mmaction - INFO - Epoch [125][840/1879] lr: 5.245e-02, eta: 2 days, 15:27:03, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6781, loss_cls: 2.5204, loss: 2.5204, grad_norm: 2.6316 2021-07-10 02:35:35,856 - mmaction - INFO - Epoch [125][860/1879] lr: 5.245e-02, eta: 2 days, 15:26:44, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4160, top5_acc: 0.6672, loss_cls: 2.5822, loss: 2.5822, grad_norm: 2.6617 2021-07-10 02:35:53,290 - mmaction - INFO - Epoch [125][880/1879] lr: 5.245e-02, eta: 2 days, 15:26:24, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6887, loss_cls: 2.4821, loss: 2.4821, grad_norm: 2.6171 2021-07-10 02:36:10,637 - mmaction - INFO - Epoch [125][900/1879] lr: 5.245e-02, eta: 2 days, 15:26:05, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4520, top5_acc: 0.7055, loss_cls: 2.4215, loss: 2.4215, grad_norm: 2.6396 2021-07-10 02:36:28,120 - mmaction - INFO - Epoch [125][920/1879] lr: 5.245e-02, eta: 2 days, 15:25:45, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6707, loss_cls: 2.4911, loss: 2.4911, grad_norm: 2.6638 2021-07-10 02:36:45,601 - mmaction - INFO - Epoch [125][940/1879] lr: 5.245e-02, eta: 2 days, 15:25:25, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6711, loss_cls: 2.5063, loss: 2.5063, grad_norm: 2.6335 2021-07-10 02:37:02,931 - mmaction - INFO - Epoch [125][960/1879] lr: 5.245e-02, eta: 2 days, 15:25:06, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6875, loss_cls: 2.4845, loss: 2.4845, grad_norm: 2.6348 2021-07-10 02:37:20,436 - mmaction - INFO - Epoch [125][980/1879] lr: 5.245e-02, eta: 2 days, 15:24:46, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6875, loss_cls: 2.4421, loss: 2.4421, grad_norm: 2.5730 2021-07-10 02:37:37,841 - mmaction - INFO - Epoch [125][1000/1879] lr: 5.245e-02, eta: 2 days, 15:24:27, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6895, loss_cls: 2.4632, loss: 2.4632, grad_norm: 2.6327 2021-07-10 02:37:55,310 - mmaction - INFO - Epoch [125][1020/1879] lr: 5.245e-02, eta: 2 days, 15:24:07, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6926, loss_cls: 2.4319, loss: 2.4319, grad_norm: 2.6004 2021-07-10 02:38:12,627 - mmaction - INFO - Epoch [125][1040/1879] lr: 5.245e-02, eta: 2 days, 15:23:47, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6816, loss_cls: 2.5005, loss: 2.5005, grad_norm: 2.6721 2021-07-10 02:38:29,991 - mmaction - INFO - Epoch [125][1060/1879] lr: 5.245e-02, eta: 2 days, 15:23:28, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6844, loss_cls: 2.4934, loss: 2.4934, grad_norm: 2.6580 2021-07-10 02:38:47,275 - mmaction - INFO - Epoch [125][1080/1879] lr: 5.245e-02, eta: 2 days, 15:23:08, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6914, loss_cls: 2.4782, loss: 2.4782, grad_norm: 2.5987 2021-07-10 02:39:04,741 - mmaction - INFO - Epoch [125][1100/1879] lr: 5.245e-02, eta: 2 days, 15:22:48, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4633, top5_acc: 0.6957, loss_cls: 2.4328, loss: 2.4328, grad_norm: 2.5980 2021-07-10 02:39:22,261 - mmaction - INFO - Epoch [125][1120/1879] lr: 5.245e-02, eta: 2 days, 15:22:29, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6895, loss_cls: 2.4693, loss: 2.4693, grad_norm: 2.6324 2021-07-10 02:39:39,778 - mmaction - INFO - Epoch [125][1140/1879] lr: 5.245e-02, eta: 2 days, 15:22:09, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6820, loss_cls: 2.4593, loss: 2.4593, grad_norm: 2.7000 2021-07-10 02:39:57,186 - mmaction - INFO - Epoch [125][1160/1879] lr: 5.245e-02, eta: 2 days, 15:21:50, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6961, loss_cls: 2.4534, loss: 2.4534, grad_norm: 2.6518 2021-07-10 02:40:14,765 - mmaction - INFO - Epoch [125][1180/1879] lr: 5.245e-02, eta: 2 days, 15:21:30, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6805, loss_cls: 2.5262, loss: 2.5262, grad_norm: 2.6381 2021-07-10 02:40:32,220 - mmaction - INFO - Epoch [125][1200/1879] lr: 5.245e-02, eta: 2 days, 15:21:11, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6781, loss_cls: 2.4651, loss: 2.4651, grad_norm: 2.6052 2021-07-10 02:40:49,644 - mmaction - INFO - Epoch [125][1220/1879] lr: 5.245e-02, eta: 2 days, 15:20:51, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6863, loss_cls: 2.4992, loss: 2.4992, grad_norm: 2.6688 2021-07-10 02:41:07,043 - mmaction - INFO - Epoch [125][1240/1879] lr: 5.245e-02, eta: 2 days, 15:20:32, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6801, loss_cls: 2.4955, loss: 2.4955, grad_norm: 2.7029 2021-07-10 02:41:24,783 - mmaction - INFO - Epoch [125][1260/1879] lr: 5.245e-02, eta: 2 days, 15:20:12, time: 0.885, data_time: 0.004, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6895, loss_cls: 2.4448, loss: 2.4448, grad_norm: 2.6244 2021-07-10 02:41:42,287 - mmaction - INFO - Epoch [125][1280/1879] lr: 5.245e-02, eta: 2 days, 15:19:53, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6820, loss_cls: 2.5088, loss: 2.5088, grad_norm: 2.6933 2021-07-10 02:41:59,740 - mmaction - INFO - Epoch [125][1300/1879] lr: 5.245e-02, eta: 2 days, 15:19:33, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6969, loss_cls: 2.4619, loss: 2.4619, grad_norm: 2.6562 2021-07-10 02:42:17,128 - mmaction - INFO - Epoch [125][1320/1879] lr: 5.245e-02, eta: 2 days, 15:19:14, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6797, loss_cls: 2.5079, loss: 2.5079, grad_norm: 2.7292 2021-07-10 02:42:34,568 - mmaction - INFO - Epoch [125][1340/1879] lr: 5.245e-02, eta: 2 days, 15:18:54, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6953, loss_cls: 2.4565, loss: 2.4565, grad_norm: 2.6966 2021-07-10 02:42:51,893 - mmaction - INFO - Epoch [125][1360/1879] lr: 5.245e-02, eta: 2 days, 15:18:34, time: 0.865, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6895, loss_cls: 2.4760, loss: 2.4760, grad_norm: 2.6465 2021-07-10 02:43:09,225 - mmaction - INFO - Epoch [125][1380/1879] lr: 5.245e-02, eta: 2 days, 15:18:15, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6934, loss_cls: 2.4324, loss: 2.4324, grad_norm: 2.6965 2021-07-10 02:43:26,692 - mmaction - INFO - Epoch [125][1400/1879] lr: 5.245e-02, eta: 2 days, 15:17:55, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6695, loss_cls: 2.5090, loss: 2.5090, grad_norm: 2.7304 2021-07-10 02:43:44,191 - mmaction - INFO - Epoch [125][1420/1879] lr: 5.245e-02, eta: 2 days, 15:17:36, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6762, loss_cls: 2.5383, loss: 2.5383, grad_norm: 2.6576 2021-07-10 02:44:01,619 - mmaction - INFO - Epoch [125][1440/1879] lr: 5.245e-02, eta: 2 days, 15:17:16, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6930, loss_cls: 2.4279, loss: 2.4279, grad_norm: 2.6233 2021-07-10 02:44:19,106 - mmaction - INFO - Epoch [125][1460/1879] lr: 5.245e-02, eta: 2 days, 15:16:57, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6840, loss_cls: 2.4896, loss: 2.4896, grad_norm: 2.6132 2021-07-10 02:44:36,494 - mmaction - INFO - Epoch [125][1480/1879] lr: 5.245e-02, eta: 2 days, 15:16:37, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6930, loss_cls: 2.4423, loss: 2.4423, grad_norm: 2.6001 2021-07-10 02:44:53,915 - mmaction - INFO - Epoch [125][1500/1879] lr: 5.245e-02, eta: 2 days, 15:16:17, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6891, loss_cls: 2.4523, loss: 2.4523, grad_norm: 2.7119 2021-07-10 02:45:11,385 - mmaction - INFO - Epoch [125][1520/1879] lr: 5.245e-02, eta: 2 days, 15:15:58, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6687, loss_cls: 2.5841, loss: 2.5841, grad_norm: 2.7441 2021-07-10 02:45:28,872 - mmaction - INFO - Epoch [125][1540/1879] lr: 5.245e-02, eta: 2 days, 15:15:38, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6805, loss_cls: 2.5039, loss: 2.5039, grad_norm: 2.5869 2021-07-10 02:45:46,300 - mmaction - INFO - Epoch [125][1560/1879] lr: 5.245e-02, eta: 2 days, 15:15:19, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6766, loss_cls: 2.5131, loss: 2.5131, grad_norm: 2.6064 2021-07-10 02:46:03,808 - mmaction - INFO - Epoch [125][1580/1879] lr: 5.245e-02, eta: 2 days, 15:14:59, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6668, loss_cls: 2.5543, loss: 2.5543, grad_norm: 2.6772 2021-07-10 02:46:21,337 - mmaction - INFO - Epoch [125][1600/1879] lr: 5.245e-02, eta: 2 days, 15:14:40, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6996, loss_cls: 2.4321, loss: 2.4321, grad_norm: 2.6123 2021-07-10 02:46:38,860 - mmaction - INFO - Epoch [125][1620/1879] lr: 5.245e-02, eta: 2 days, 15:14:20, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6867, loss_cls: 2.4709, loss: 2.4709, grad_norm: 2.6108 2021-07-10 02:46:56,305 - mmaction - INFO - Epoch [125][1640/1879] lr: 5.245e-02, eta: 2 days, 15:14:01, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4652, top5_acc: 0.6988, loss_cls: 2.3922, loss: 2.3922, grad_norm: 2.5851 2021-07-10 02:47:13,870 - mmaction - INFO - Epoch [125][1660/1879] lr: 5.245e-02, eta: 2 days, 15:13:41, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6918, loss_cls: 2.4189, loss: 2.4189, grad_norm: 2.7087 2021-07-10 02:47:31,240 - mmaction - INFO - Epoch [125][1680/1879] lr: 5.245e-02, eta: 2 days, 15:13:22, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6914, loss_cls: 2.4214, loss: 2.4214, grad_norm: 2.6233 2021-07-10 02:47:48,765 - mmaction - INFO - Epoch [125][1700/1879] lr: 5.245e-02, eta: 2 days, 15:13:02, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6914, loss_cls: 2.4933, loss: 2.4933, grad_norm: 2.7107 2021-07-10 02:48:06,340 - mmaction - INFO - Epoch [125][1720/1879] lr: 5.245e-02, eta: 2 days, 15:12:43, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6941, loss_cls: 2.4806, loss: 2.4806, grad_norm: 2.6488 2021-07-10 02:48:23,740 - mmaction - INFO - Epoch [125][1740/1879] lr: 5.245e-02, eta: 2 days, 15:12:23, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6855, loss_cls: 2.4973, loss: 2.4973, grad_norm: 2.6820 2021-07-10 02:48:41,219 - mmaction - INFO - Epoch [125][1760/1879] lr: 5.245e-02, eta: 2 days, 15:12:03, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6816, loss_cls: 2.4526, loss: 2.4526, grad_norm: 2.6644 2021-07-10 02:48:58,615 - mmaction - INFO - Epoch [125][1780/1879] lr: 5.245e-02, eta: 2 days, 15:11:44, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6879, loss_cls: 2.4604, loss: 2.4604, grad_norm: 2.6521 2021-07-10 02:49:16,164 - mmaction - INFO - Epoch [125][1800/1879] lr: 5.245e-02, eta: 2 days, 15:11:24, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6801, loss_cls: 2.4813, loss: 2.4813, grad_norm: 2.6875 2021-07-10 02:49:33,606 - mmaction - INFO - Epoch [125][1820/1879] lr: 5.245e-02, eta: 2 days, 15:11:05, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6844, loss_cls: 2.5019, loss: 2.5019, grad_norm: 2.6540 2021-07-10 02:49:51,140 - mmaction - INFO - Epoch [125][1840/1879] lr: 5.245e-02, eta: 2 days, 15:10:45, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6703, loss_cls: 2.5292, loss: 2.5292, grad_norm: 2.6683 2021-07-10 02:50:08,722 - mmaction - INFO - Epoch [125][1860/1879] lr: 5.245e-02, eta: 2 days, 15:10:26, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6789, loss_cls: 2.4778, loss: 2.4778, grad_norm: 2.6611 2021-07-10 02:54:16,400 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-10 02:54:17,278 - mmaction - INFO - top1_acc 0.5021 top5_acc 0.7611 2021-07-10 02:54:17,278 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-10 02:54:17,337 - mmaction - INFO - mean_acc 0.5021 2021-07-10 02:54:18,286 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_125.pth. 2021-07-10 02:54:18,287 - mmaction - INFO - Best top1_acc is 0.5021 at 125 epoch. 2021-07-10 02:54:18,300 - mmaction - INFO - Epoch(val) [125][155] top1_acc: 0.5021, top5_acc: 0.7611, mean_class_accuracy: 0.5021 2021-07-10 02:55:57,148 - mmaction - INFO - Epoch [126][20/1879] lr: 5.184e-02, eta: 2 days, 15:10:56, time: 4.939, data_time: 3.698, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6887, loss_cls: 2.4533, loss: 2.4533, grad_norm: 2.6885 2021-07-10 02:56:14,086 - mmaction - INFO - Epoch [126][40/1879] lr: 5.184e-02, eta: 2 days, 15:10:36, time: 0.846, data_time: 0.004, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6848, loss_cls: 2.4564, loss: 2.4564, grad_norm: 2.6649 2021-07-10 02:56:31,550 - mmaction - INFO - Epoch [126][60/1879] lr: 5.184e-02, eta: 2 days, 15:10:16, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6855, loss_cls: 2.4702, loss: 2.4702, grad_norm: 2.6407 2021-07-10 02:56:48,927 - mmaction - INFO - Epoch [126][80/1879] lr: 5.184e-02, eta: 2 days, 15:09:56, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6937, loss_cls: 2.4318, loss: 2.4318, grad_norm: 2.5902 2021-07-10 02:57:06,253 - mmaction - INFO - Epoch [126][100/1879] lr: 5.184e-02, eta: 2 days, 15:09:37, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6875, loss_cls: 2.4150, loss: 2.4150, grad_norm: 2.5589 2021-07-10 02:57:23,812 - mmaction - INFO - Epoch [126][120/1879] lr: 5.184e-02, eta: 2 days, 15:09:17, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.4594, top5_acc: 0.6930, loss_cls: 2.4296, loss: 2.4296, grad_norm: 2.6642 2021-07-10 02:57:41,153 - mmaction - INFO - Epoch [126][140/1879] lr: 5.184e-02, eta: 2 days, 15:08:58, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4500, top5_acc: 0.7027, loss_cls: 2.4483, loss: 2.4483, grad_norm: 2.6277 2021-07-10 02:57:58,664 - mmaction - INFO - Epoch [126][160/1879] lr: 5.184e-02, eta: 2 days, 15:08:38, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6758, loss_cls: 2.4856, loss: 2.4856, grad_norm: 2.6715 2021-07-10 02:58:16,280 - mmaction - INFO - Epoch [126][180/1879] lr: 5.184e-02, eta: 2 days, 15:08:19, time: 0.878, data_time: 0.001, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6777, loss_cls: 2.4925, loss: 2.4925, grad_norm: 2.6471 2021-07-10 02:58:33,750 - mmaction - INFO - Epoch [126][200/1879] lr: 5.184e-02, eta: 2 days, 15:07:59, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4332, top5_acc: 0.7000, loss_cls: 2.4635, loss: 2.4635, grad_norm: 2.6767 2021-07-10 02:58:51,034 - mmaction - INFO - Epoch [126][220/1879] lr: 5.184e-02, eta: 2 days, 15:07:39, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6770, loss_cls: 2.4890, loss: 2.4890, grad_norm: 2.6426 2021-07-10 02:59:08,500 - mmaction - INFO - Epoch [126][240/1879] lr: 5.184e-02, eta: 2 days, 15:07:20, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6957, loss_cls: 2.4358, loss: 2.4358, grad_norm: 2.6532 2021-07-10 02:59:25,911 - mmaction - INFO - Epoch [126][260/1879] lr: 5.184e-02, eta: 2 days, 15:07:00, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6773, loss_cls: 2.4804, loss: 2.4804, grad_norm: 2.6547 2021-07-10 02:59:43,464 - mmaction - INFO - Epoch [126][280/1879] lr: 5.184e-02, eta: 2 days, 15:06:41, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6824, loss_cls: 2.5281, loss: 2.5281, grad_norm: 2.6568 2021-07-10 03:00:00,897 - mmaction - INFO - Epoch [126][300/1879] lr: 5.184e-02, eta: 2 days, 15:06:21, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7063, loss_cls: 2.4084, loss: 2.4084, grad_norm: 2.6288 2021-07-10 03:00:18,548 - mmaction - INFO - Epoch [126][320/1879] lr: 5.184e-02, eta: 2 days, 15:06:02, time: 0.884, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6883, loss_cls: 2.4473, loss: 2.4473, grad_norm: 2.6495 2021-07-10 03:00:36,080 - mmaction - INFO - Epoch [126][340/1879] lr: 5.184e-02, eta: 2 days, 15:05:42, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6859, loss_cls: 2.4827, loss: 2.4827, grad_norm: 2.6286 2021-07-10 03:00:53,599 - mmaction - INFO - Epoch [126][360/1879] lr: 5.184e-02, eta: 2 days, 15:05:23, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6883, loss_cls: 2.4891, loss: 2.4891, grad_norm: 2.6049 2021-07-10 03:01:11,007 - mmaction - INFO - Epoch [126][380/1879] lr: 5.184e-02, eta: 2 days, 15:05:03, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7004, loss_cls: 2.3826, loss: 2.3826, grad_norm: 2.6560 2021-07-10 03:01:28,515 - mmaction - INFO - Epoch [126][400/1879] lr: 5.184e-02, eta: 2 days, 15:04:44, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6742, loss_cls: 2.5054, loss: 2.5054, grad_norm: 2.7439 2021-07-10 03:01:46,042 - mmaction - INFO - Epoch [126][420/1879] lr: 5.184e-02, eta: 2 days, 15:04:24, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6793, loss_cls: 2.5315, loss: 2.5315, grad_norm: 2.6688 2021-07-10 03:02:03,432 - mmaction - INFO - Epoch [126][440/1879] lr: 5.184e-02, eta: 2 days, 15:04:05, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6832, loss_cls: 2.4990, loss: 2.4990, grad_norm: 2.6148 2021-07-10 03:02:20,861 - mmaction - INFO - Epoch [126][460/1879] lr: 5.184e-02, eta: 2 days, 15:03:45, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7008, loss_cls: 2.4108, loss: 2.4108, grad_norm: 2.5963 2021-07-10 03:02:38,467 - mmaction - INFO - Epoch [126][480/1879] lr: 5.184e-02, eta: 2 days, 15:03:26, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6980, loss_cls: 2.4310, loss: 2.4310, grad_norm: 2.6107 2021-07-10 03:02:55,873 - mmaction - INFO - Epoch [126][500/1879] lr: 5.184e-02, eta: 2 days, 15:03:06, time: 0.872, data_time: 0.007, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6793, loss_cls: 2.4831, loss: 2.4831, grad_norm: 2.5969 2021-07-10 03:03:13,302 - mmaction - INFO - Epoch [126][520/1879] lr: 5.184e-02, eta: 2 days, 15:02:47, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6789, loss_cls: 2.4802, loss: 2.4802, grad_norm: 2.6147 2021-07-10 03:03:30,654 - mmaction - INFO - Epoch [126][540/1879] lr: 5.184e-02, eta: 2 days, 15:02:27, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4641, top5_acc: 0.6859, loss_cls: 2.4570, loss: 2.4570, grad_norm: 2.5909 2021-07-10 03:03:48,179 - mmaction - INFO - Epoch [126][560/1879] lr: 5.184e-02, eta: 2 days, 15:02:07, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6969, loss_cls: 2.4344, loss: 2.4344, grad_norm: 2.6521 2021-07-10 03:04:05,739 - mmaction - INFO - Epoch [126][580/1879] lr: 5.184e-02, eta: 2 days, 15:01:48, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6867, loss_cls: 2.4697, loss: 2.4697, grad_norm: 2.6283 2021-07-10 03:04:23,210 - mmaction - INFO - Epoch [126][600/1879] lr: 5.184e-02, eta: 2 days, 15:01:28, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6863, loss_cls: 2.4733, loss: 2.4733, grad_norm: 2.6503 2021-07-10 03:04:40,656 - mmaction - INFO - Epoch [126][620/1879] lr: 5.184e-02, eta: 2 days, 15:01:09, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6738, loss_cls: 2.5287, loss: 2.5287, grad_norm: 2.6914 2021-07-10 03:04:58,105 - mmaction - INFO - Epoch [126][640/1879] lr: 5.184e-02, eta: 2 days, 15:00:49, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6957, loss_cls: 2.4059, loss: 2.4059, grad_norm: 2.6407 2021-07-10 03:05:15,525 - mmaction - INFO - Epoch [126][660/1879] lr: 5.184e-02, eta: 2 days, 15:00:30, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6844, loss_cls: 2.5230, loss: 2.5230, grad_norm: 2.7002 2021-07-10 03:05:32,940 - mmaction - INFO - Epoch [126][680/1879] lr: 5.184e-02, eta: 2 days, 15:00:10, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6801, loss_cls: 2.5083, loss: 2.5083, grad_norm: 2.6543 2021-07-10 03:05:50,405 - mmaction - INFO - Epoch [126][700/1879] lr: 5.184e-02, eta: 2 days, 14:59:51, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6879, loss_cls: 2.4365, loss: 2.4365, grad_norm: 2.5609 2021-07-10 03:06:07,911 - mmaction - INFO - Epoch [126][720/1879] lr: 5.184e-02, eta: 2 days, 14:59:31, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6953, loss_cls: 2.4292, loss: 2.4292, grad_norm: 2.6220 2021-07-10 03:06:25,423 - mmaction - INFO - Epoch [126][740/1879] lr: 5.184e-02, eta: 2 days, 14:59:12, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7020, loss_cls: 2.4051, loss: 2.4051, grad_norm: 2.6258 2021-07-10 03:06:42,807 - mmaction - INFO - Epoch [126][760/1879] lr: 5.184e-02, eta: 2 days, 14:58:52, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6832, loss_cls: 2.4833, loss: 2.4833, grad_norm: 2.6493 2021-07-10 03:07:00,353 - mmaction - INFO - Epoch [126][780/1879] lr: 5.184e-02, eta: 2 days, 14:58:33, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6875, loss_cls: 2.4742, loss: 2.4742, grad_norm: 2.6234 2021-07-10 03:07:17,737 - mmaction - INFO - Epoch [126][800/1879] lr: 5.184e-02, eta: 2 days, 14:58:13, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4313, top5_acc: 0.6840, loss_cls: 2.5352, loss: 2.5352, grad_norm: 2.6722 2021-07-10 03:07:35,113 - mmaction - INFO - Epoch [126][820/1879] lr: 5.184e-02, eta: 2 days, 14:57:53, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6887, loss_cls: 2.4608, loss: 2.4608, grad_norm: 2.6453 2021-07-10 03:07:52,454 - mmaction - INFO - Epoch [126][840/1879] lr: 5.184e-02, eta: 2 days, 14:57:34, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6871, loss_cls: 2.4808, loss: 2.4808, grad_norm: 2.6300 2021-07-10 03:08:09,906 - mmaction - INFO - Epoch [126][860/1879] lr: 5.184e-02, eta: 2 days, 14:57:14, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6883, loss_cls: 2.4405, loss: 2.4405, grad_norm: 2.6822 2021-07-10 03:08:27,389 - mmaction - INFO - Epoch [126][880/1879] lr: 5.184e-02, eta: 2 days, 14:56:55, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4195, top5_acc: 0.6750, loss_cls: 2.5497, loss: 2.5497, grad_norm: 2.7234 2021-07-10 03:08:44,918 - mmaction - INFO - Epoch [126][900/1879] lr: 5.184e-02, eta: 2 days, 14:56:35, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6969, loss_cls: 2.4220, loss: 2.4220, grad_norm: 2.6159 2021-07-10 03:09:02,371 - mmaction - INFO - Epoch [126][920/1879] lr: 5.184e-02, eta: 2 days, 14:56:16, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6965, loss_cls: 2.4261, loss: 2.4261, grad_norm: 2.6804 2021-07-10 03:09:19,847 - mmaction - INFO - Epoch [126][940/1879] lr: 5.184e-02, eta: 2 days, 14:55:56, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4898, top5_acc: 0.7164, loss_cls: 2.2905, loss: 2.2905, grad_norm: 2.5931 2021-07-10 03:09:37,273 - mmaction - INFO - Epoch [126][960/1879] lr: 5.184e-02, eta: 2 days, 14:55:37, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6910, loss_cls: 2.4444, loss: 2.4444, grad_norm: 2.6835 2021-07-10 03:09:54,695 - mmaction - INFO - Epoch [126][980/1879] lr: 5.184e-02, eta: 2 days, 14:55:17, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6879, loss_cls: 2.4566, loss: 2.4566, grad_norm: 2.6987 2021-07-10 03:10:12,162 - mmaction - INFO - Epoch [126][1000/1879] lr: 5.184e-02, eta: 2 days, 14:54:57, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6863, loss_cls: 2.4995, loss: 2.4995, grad_norm: 2.6912 2021-07-10 03:10:29,603 - mmaction - INFO - Epoch [126][1020/1879] lr: 5.184e-02, eta: 2 days, 14:54:38, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6914, loss_cls: 2.4361, loss: 2.4361, grad_norm: 2.6486 2021-07-10 03:10:47,027 - mmaction - INFO - Epoch [126][1040/1879] lr: 5.184e-02, eta: 2 days, 14:54:18, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6844, loss_cls: 2.4649, loss: 2.4649, grad_norm: 2.7076 2021-07-10 03:11:04,398 - mmaction - INFO - Epoch [126][1060/1879] lr: 5.184e-02, eta: 2 days, 14:53:59, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6813, loss_cls: 2.5100, loss: 2.5100, grad_norm: 2.6926 2021-07-10 03:11:21,960 - mmaction - INFO - Epoch [126][1080/1879] lr: 5.184e-02, eta: 2 days, 14:53:39, time: 0.877, data_time: 0.001, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6961, loss_cls: 2.4270, loss: 2.4270, grad_norm: 2.6599 2021-07-10 03:11:39,395 - mmaction - INFO - Epoch [126][1100/1879] lr: 5.184e-02, eta: 2 days, 14:53:20, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6926, loss_cls: 2.4235, loss: 2.4235, grad_norm: 2.6672 2021-07-10 03:11:56,864 - mmaction - INFO - Epoch [126][1120/1879] lr: 5.184e-02, eta: 2 days, 14:53:00, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6875, loss_cls: 2.4352, loss: 2.4352, grad_norm: 2.6455 2021-07-10 03:12:14,314 - mmaction - INFO - Epoch [126][1140/1879] lr: 5.184e-02, eta: 2 days, 14:52:41, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7070, loss_cls: 2.3991, loss: 2.3991, grad_norm: 2.6748 2021-07-10 03:12:31,731 - mmaction - INFO - Epoch [126][1160/1879] lr: 5.184e-02, eta: 2 days, 14:52:21, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6734, loss_cls: 2.5135, loss: 2.5135, grad_norm: 2.7118 2021-07-10 03:12:49,228 - mmaction - INFO - Epoch [126][1180/1879] lr: 5.184e-02, eta: 2 days, 14:52:02, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6824, loss_cls: 2.4433, loss: 2.4433, grad_norm: 2.6200 2021-07-10 03:13:06,662 - mmaction - INFO - Epoch [126][1200/1879] lr: 5.184e-02, eta: 2 days, 14:51:42, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6937, loss_cls: 2.4211, loss: 2.4211, grad_norm: 2.6369 2021-07-10 03:13:24,214 - mmaction - INFO - Epoch [126][1220/1879] lr: 5.184e-02, eta: 2 days, 14:51:22, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6828, loss_cls: 2.5132, loss: 2.5132, grad_norm: 2.6686 2021-07-10 03:13:41,617 - mmaction - INFO - Epoch [126][1240/1879] lr: 5.184e-02, eta: 2 days, 14:51:03, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6820, loss_cls: 2.4768, loss: 2.4768, grad_norm: 2.6817 2021-07-10 03:13:59,114 - mmaction - INFO - Epoch [126][1260/1879] lr: 5.184e-02, eta: 2 days, 14:50:43, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4535, top5_acc: 0.7055, loss_cls: 2.4177, loss: 2.4177, grad_norm: 2.6808 2021-07-10 03:14:16,541 - mmaction - INFO - Epoch [126][1280/1879] lr: 5.184e-02, eta: 2 days, 14:50:24, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6828, loss_cls: 2.4765, loss: 2.4765, grad_norm: 2.7322 2021-07-10 03:14:34,074 - mmaction - INFO - Epoch [126][1300/1879] lr: 5.184e-02, eta: 2 days, 14:50:04, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6785, loss_cls: 2.4999, loss: 2.4999, grad_norm: 2.6913 2021-07-10 03:14:51,481 - mmaction - INFO - Epoch [126][1320/1879] lr: 5.184e-02, eta: 2 days, 14:49:45, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6820, loss_cls: 2.5215, loss: 2.5215, grad_norm: 2.6378 2021-07-10 03:15:08,996 - mmaction - INFO - Epoch [126][1340/1879] lr: 5.184e-02, eta: 2 days, 14:49:25, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7023, loss_cls: 2.3725, loss: 2.3725, grad_norm: 2.6164 2021-07-10 03:15:26,445 - mmaction - INFO - Epoch [126][1360/1879] lr: 5.184e-02, eta: 2 days, 14:49:06, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6793, loss_cls: 2.4782, loss: 2.4782, grad_norm: 2.7025 2021-07-10 03:15:43,834 - mmaction - INFO - Epoch [126][1380/1879] lr: 5.184e-02, eta: 2 days, 14:48:46, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6840, loss_cls: 2.5323, loss: 2.5323, grad_norm: 2.7285 2021-07-10 03:16:01,288 - mmaction - INFO - Epoch [126][1400/1879] lr: 5.184e-02, eta: 2 days, 14:48:27, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6898, loss_cls: 2.4832, loss: 2.4832, grad_norm: 2.6558 2021-07-10 03:16:18,724 - mmaction - INFO - Epoch [126][1420/1879] lr: 5.184e-02, eta: 2 days, 14:48:07, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6797, loss_cls: 2.5148, loss: 2.5148, grad_norm: 2.7056 2021-07-10 03:16:36,219 - mmaction - INFO - Epoch [126][1440/1879] lr: 5.184e-02, eta: 2 days, 14:47:48, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6867, loss_cls: 2.4929, loss: 2.4929, grad_norm: 2.5955 2021-07-10 03:16:53,599 - mmaction - INFO - Epoch [126][1460/1879] lr: 5.184e-02, eta: 2 days, 14:47:28, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4480, top5_acc: 0.7008, loss_cls: 2.4251, loss: 2.4251, grad_norm: 2.6081 2021-07-10 03:17:11,115 - mmaction - INFO - Epoch [126][1480/1879] lr: 5.184e-02, eta: 2 days, 14:47:09, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6926, loss_cls: 2.4133, loss: 2.4133, grad_norm: 2.6342 2021-07-10 03:17:28,538 - mmaction - INFO - Epoch [126][1500/1879] lr: 5.184e-02, eta: 2 days, 14:46:49, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6789, loss_cls: 2.5095, loss: 2.5095, grad_norm: 2.7200 2021-07-10 03:17:45,961 - mmaction - INFO - Epoch [126][1520/1879] lr: 5.184e-02, eta: 2 days, 14:46:29, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6793, loss_cls: 2.5167, loss: 2.5167, grad_norm: 2.6206 2021-07-10 03:18:03,422 - mmaction - INFO - Epoch [126][1540/1879] lr: 5.184e-02, eta: 2 days, 14:46:10, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6957, loss_cls: 2.4622, loss: 2.4622, grad_norm: 2.6495 2021-07-10 03:18:20,802 - mmaction - INFO - Epoch [126][1560/1879] lr: 5.184e-02, eta: 2 days, 14:45:50, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6855, loss_cls: 2.4785, loss: 2.4785, grad_norm: 2.6289 2021-07-10 03:18:38,176 - mmaction - INFO - Epoch [126][1580/1879] lr: 5.184e-02, eta: 2 days, 14:45:31, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6937, loss_cls: 2.4704, loss: 2.4704, grad_norm: 2.6451 2021-07-10 03:18:55,741 - mmaction - INFO - Epoch [126][1600/1879] lr: 5.184e-02, eta: 2 days, 14:45:11, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4250, top5_acc: 0.6766, loss_cls: 2.5552, loss: 2.5552, grad_norm: 2.6781 2021-07-10 03:19:13,126 - mmaction - INFO - Epoch [126][1620/1879] lr: 5.184e-02, eta: 2 days, 14:44:52, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6988, loss_cls: 2.3878, loss: 2.3878, grad_norm: 2.6559 2021-07-10 03:19:30,433 - mmaction - INFO - Epoch [126][1640/1879] lr: 5.184e-02, eta: 2 days, 14:44:32, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6859, loss_cls: 2.4696, loss: 2.4696, grad_norm: 2.7041 2021-07-10 03:19:47,821 - mmaction - INFO - Epoch [126][1660/1879] lr: 5.184e-02, eta: 2 days, 14:44:12, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4277, top5_acc: 0.6703, loss_cls: 2.5357, loss: 2.5357, grad_norm: 2.6573 2021-07-10 03:20:05,286 - mmaction - INFO - Epoch [126][1680/1879] lr: 5.184e-02, eta: 2 days, 14:43:53, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6883, loss_cls: 2.4940, loss: 2.4940, grad_norm: 2.6797 2021-07-10 03:20:22,779 - mmaction - INFO - Epoch [126][1700/1879] lr: 5.184e-02, eta: 2 days, 14:43:33, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6754, loss_cls: 2.5420, loss: 2.5420, grad_norm: 2.6867 2021-07-10 03:20:40,291 - mmaction - INFO - Epoch [126][1720/1879] lr: 5.184e-02, eta: 2 days, 14:43:14, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6898, loss_cls: 2.4502, loss: 2.4502, grad_norm: 2.6149 2021-07-10 03:20:57,798 - mmaction - INFO - Epoch [126][1740/1879] lr: 5.184e-02, eta: 2 days, 14:42:54, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6676, loss_cls: 2.5308, loss: 2.5308, grad_norm: 2.6411 2021-07-10 03:21:15,202 - mmaction - INFO - Epoch [126][1760/1879] lr: 5.184e-02, eta: 2 days, 14:42:35, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6848, loss_cls: 2.5124, loss: 2.5124, grad_norm: 2.7086 2021-07-10 03:21:32,638 - mmaction - INFO - Epoch [126][1780/1879] lr: 5.184e-02, eta: 2 days, 14:42:15, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6820, loss_cls: 2.5370, loss: 2.5370, grad_norm: 2.7143 2021-07-10 03:21:50,064 - mmaction - INFO - Epoch [126][1800/1879] lr: 5.184e-02, eta: 2 days, 14:41:56, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4113, top5_acc: 0.6781, loss_cls: 2.5752, loss: 2.5752, grad_norm: 2.7266 2021-07-10 03:22:07,581 - mmaction - INFO - Epoch [126][1820/1879] lr: 5.184e-02, eta: 2 days, 14:41:36, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4305, top5_acc: 0.6762, loss_cls: 2.5026, loss: 2.5026, grad_norm: 2.6255 2021-07-10 03:22:24,982 - mmaction - INFO - Epoch [126][1840/1879] lr: 5.184e-02, eta: 2 days, 14:41:17, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6980, loss_cls: 2.4816, loss: 2.4816, grad_norm: 2.6578 2021-07-10 03:22:42,408 - mmaction - INFO - Epoch [126][1860/1879] lr: 5.184e-02, eta: 2 days, 14:40:57, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4266, top5_acc: 0.6926, loss_cls: 2.4614, loss: 2.4614, grad_norm: 2.7388 2021-07-10 03:25:34,962 - mmaction - INFO - Epoch [127][20/1879] lr: 5.123e-02, eta: 2 days, 14:42:16, time: 7.355, data_time: 6.303, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6879, loss_cls: 2.5007, loss: 2.5007, grad_norm: 2.6247 2021-07-10 03:25:52,048 - mmaction - INFO - Epoch [127][40/1879] lr: 5.123e-02, eta: 2 days, 14:41:56, time: 0.852, data_time: 0.006, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6945, loss_cls: 2.3655, loss: 2.3655, grad_norm: 2.6272 2021-07-10 03:26:09,367 - mmaction - INFO - Epoch [127][60/1879] lr: 5.123e-02, eta: 2 days, 14:41:36, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6863, loss_cls: 2.4923, loss: 2.4923, grad_norm: 2.6628 2021-07-10 03:26:26,653 - mmaction - INFO - Epoch [127][80/1879] lr: 5.123e-02, eta: 2 days, 14:41:16, time: 0.864, data_time: 0.004, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6922, loss_cls: 2.4409, loss: 2.4409, grad_norm: 2.6799 2021-07-10 03:26:44,000 - mmaction - INFO - Epoch [127][100/1879] lr: 5.123e-02, eta: 2 days, 14:40:57, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6836, loss_cls: 2.5255, loss: 2.5255, grad_norm: 2.6889 2021-07-10 03:27:01,509 - mmaction - INFO - Epoch [127][120/1879] lr: 5.123e-02, eta: 2 days, 14:40:37, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6813, loss_cls: 2.4325, loss: 2.4325, grad_norm: 2.6059 2021-07-10 03:27:18,928 - mmaction - INFO - Epoch [127][140/1879] lr: 5.123e-02, eta: 2 days, 14:40:18, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6996, loss_cls: 2.4047, loss: 2.4047, grad_norm: 2.5883 2021-07-10 03:27:36,261 - mmaction - INFO - Epoch [127][160/1879] lr: 5.123e-02, eta: 2 days, 14:39:58, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7035, loss_cls: 2.3865, loss: 2.3865, grad_norm: 2.6447 2021-07-10 03:27:53,667 - mmaction - INFO - Epoch [127][180/1879] lr: 5.123e-02, eta: 2 days, 14:39:38, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4281, top5_acc: 0.6781, loss_cls: 2.5228, loss: 2.5228, grad_norm: 2.7282 2021-07-10 03:28:11,140 - mmaction - INFO - Epoch [127][200/1879] lr: 5.123e-02, eta: 2 days, 14:39:19, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6988, loss_cls: 2.3860, loss: 2.3860, grad_norm: 2.5942 2021-07-10 03:28:28,437 - mmaction - INFO - Epoch [127][220/1879] lr: 5.123e-02, eta: 2 days, 14:38:59, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6949, loss_cls: 2.4477, loss: 2.4477, grad_norm: 2.7094 2021-07-10 03:28:45,806 - mmaction - INFO - Epoch [127][240/1879] lr: 5.123e-02, eta: 2 days, 14:38:39, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4539, top5_acc: 0.7055, loss_cls: 2.4228, loss: 2.4228, grad_norm: 2.6447 2021-07-10 03:29:03,253 - mmaction - INFO - Epoch [127][260/1879] lr: 5.123e-02, eta: 2 days, 14:38:20, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6855, loss_cls: 2.4490, loss: 2.4490, grad_norm: 2.6800 2021-07-10 03:29:20,650 - mmaction - INFO - Epoch [127][280/1879] lr: 5.123e-02, eta: 2 days, 14:38:00, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7020, loss_cls: 2.3720, loss: 2.3720, grad_norm: 2.6736 2021-07-10 03:29:38,242 - mmaction - INFO - Epoch [127][300/1879] lr: 5.123e-02, eta: 2 days, 14:37:41, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4594, top5_acc: 0.6930, loss_cls: 2.4275, loss: 2.4275, grad_norm: 2.7299 2021-07-10 03:29:55,750 - mmaction - INFO - Epoch [127][320/1879] lr: 5.123e-02, eta: 2 days, 14:37:21, time: 0.880, data_time: 0.007, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6805, loss_cls: 2.4736, loss: 2.4736, grad_norm: 2.6574 2021-07-10 03:30:13,170 - mmaction - INFO - Epoch [127][340/1879] lr: 5.123e-02, eta: 2 days, 14:37:02, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6961, loss_cls: 2.4453, loss: 2.4453, grad_norm: 2.6952 2021-07-10 03:30:30,593 - mmaction - INFO - Epoch [127][360/1879] lr: 5.123e-02, eta: 2 days, 14:36:42, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6828, loss_cls: 2.4614, loss: 2.4614, grad_norm: 2.6895 2021-07-10 03:30:47,965 - mmaction - INFO - Epoch [127][380/1879] lr: 5.123e-02, eta: 2 days, 14:36:23, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4645, top5_acc: 0.6973, loss_cls: 2.4003, loss: 2.4003, grad_norm: 2.6533 2021-07-10 03:31:05,424 - mmaction - INFO - Epoch [127][400/1879] lr: 5.123e-02, eta: 2 days, 14:36:03, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6941, loss_cls: 2.4400, loss: 2.4400, grad_norm: 2.7021 2021-07-10 03:31:22,765 - mmaction - INFO - Epoch [127][420/1879] lr: 5.123e-02, eta: 2 days, 14:35:43, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6723, loss_cls: 2.5068, loss: 2.5068, grad_norm: 2.6658 2021-07-10 03:31:40,168 - mmaction - INFO - Epoch [127][440/1879] lr: 5.123e-02, eta: 2 days, 14:35:24, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7090, loss_cls: 2.4037, loss: 2.4037, grad_norm: 2.6816 2021-07-10 03:31:57,707 - mmaction - INFO - Epoch [127][460/1879] lr: 5.123e-02, eta: 2 days, 14:35:04, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6883, loss_cls: 2.4611, loss: 2.4611, grad_norm: 2.7121 2021-07-10 03:32:15,389 - mmaction - INFO - Epoch [127][480/1879] lr: 5.123e-02, eta: 2 days, 14:34:45, time: 0.883, data_time: 0.003, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6934, loss_cls: 2.4540, loss: 2.4540, grad_norm: 2.6659 2021-07-10 03:32:32,850 - mmaction - INFO - Epoch [127][500/1879] lr: 5.123e-02, eta: 2 days, 14:34:26, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6867, loss_cls: 2.4394, loss: 2.4394, grad_norm: 2.6895 2021-07-10 03:32:50,481 - mmaction - INFO - Epoch [127][520/1879] lr: 5.123e-02, eta: 2 days, 14:34:06, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6809, loss_cls: 2.4760, loss: 2.4760, grad_norm: 2.6883 2021-07-10 03:33:07,835 - mmaction - INFO - Epoch [127][540/1879] lr: 5.123e-02, eta: 2 days, 14:33:47, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6984, loss_cls: 2.4098, loss: 2.4098, grad_norm: 2.7245 2021-07-10 03:33:25,325 - mmaction - INFO - Epoch [127][560/1879] lr: 5.123e-02, eta: 2 days, 14:33:27, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6930, loss_cls: 2.4595, loss: 2.4595, grad_norm: 2.6040 2021-07-10 03:33:42,721 - mmaction - INFO - Epoch [127][580/1879] lr: 5.123e-02, eta: 2 days, 14:33:07, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6828, loss_cls: 2.4508, loss: 2.4508, grad_norm: 2.6513 2021-07-10 03:34:00,108 - mmaction - INFO - Epoch [127][600/1879] lr: 5.123e-02, eta: 2 days, 14:32:48, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6984, loss_cls: 2.4501, loss: 2.4501, grad_norm: 2.6409 2021-07-10 03:34:17,589 - mmaction - INFO - Epoch [127][620/1879] lr: 5.123e-02, eta: 2 days, 14:32:28, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6777, loss_cls: 2.4834, loss: 2.4834, grad_norm: 2.6733 2021-07-10 03:34:34,944 - mmaction - INFO - Epoch [127][640/1879] lr: 5.123e-02, eta: 2 days, 14:32:09, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6945, loss_cls: 2.4157, loss: 2.4157, grad_norm: 2.6846 2021-07-10 03:34:52,388 - mmaction - INFO - Epoch [127][660/1879] lr: 5.123e-02, eta: 2 days, 14:31:49, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6844, loss_cls: 2.5009, loss: 2.5009, grad_norm: 2.7255 2021-07-10 03:35:09,852 - mmaction - INFO - Epoch [127][680/1879] lr: 5.123e-02, eta: 2 days, 14:31:30, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6789, loss_cls: 2.4751, loss: 2.4751, grad_norm: 2.6460 2021-07-10 03:35:27,216 - mmaction - INFO - Epoch [127][700/1879] lr: 5.123e-02, eta: 2 days, 14:31:10, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7004, loss_cls: 2.3819, loss: 2.3819, grad_norm: 2.6536 2021-07-10 03:35:44,675 - mmaction - INFO - Epoch [127][720/1879] lr: 5.123e-02, eta: 2 days, 14:30:51, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6934, loss_cls: 2.4292, loss: 2.4292, grad_norm: 2.6536 2021-07-10 03:36:02,270 - mmaction - INFO - Epoch [127][740/1879] lr: 5.123e-02, eta: 2 days, 14:30:31, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6902, loss_cls: 2.4353, loss: 2.4353, grad_norm: 2.6810 2021-07-10 03:36:19,793 - mmaction - INFO - Epoch [127][760/1879] lr: 5.123e-02, eta: 2 days, 14:30:12, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6871, loss_cls: 2.4756, loss: 2.4756, grad_norm: 2.6887 2021-07-10 03:36:37,105 - mmaction - INFO - Epoch [127][780/1879] lr: 5.123e-02, eta: 2 days, 14:29:52, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6949, loss_cls: 2.4201, loss: 2.4201, grad_norm: 2.6721 2021-07-10 03:36:54,558 - mmaction - INFO - Epoch [127][800/1879] lr: 5.123e-02, eta: 2 days, 14:29:32, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6828, loss_cls: 2.5531, loss: 2.5531, grad_norm: 2.6678 2021-07-10 03:37:11,967 - mmaction - INFO - Epoch [127][820/1879] lr: 5.123e-02, eta: 2 days, 14:29:13, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6957, loss_cls: 2.4629, loss: 2.4629, grad_norm: 2.7111 2021-07-10 03:37:29,464 - mmaction - INFO - Epoch [127][840/1879] lr: 5.123e-02, eta: 2 days, 14:28:53, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4207, top5_acc: 0.6695, loss_cls: 2.5652, loss: 2.5652, grad_norm: 2.7250 2021-07-10 03:37:46,874 - mmaction - INFO - Epoch [127][860/1879] lr: 5.123e-02, eta: 2 days, 14:28:34, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6836, loss_cls: 2.4736, loss: 2.4736, grad_norm: 2.6502 2021-07-10 03:38:04,328 - mmaction - INFO - Epoch [127][880/1879] lr: 5.123e-02, eta: 2 days, 14:28:14, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7008, loss_cls: 2.4002, loss: 2.4002, grad_norm: 2.7011 2021-07-10 03:38:21,763 - mmaction - INFO - Epoch [127][900/1879] lr: 5.123e-02, eta: 2 days, 14:27:55, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6848, loss_cls: 2.4358, loss: 2.4358, grad_norm: 2.6783 2021-07-10 03:38:39,166 - mmaction - INFO - Epoch [127][920/1879] lr: 5.123e-02, eta: 2 days, 14:27:35, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6980, loss_cls: 2.4174, loss: 2.4174, grad_norm: 2.6476 2021-07-10 03:38:56,640 - mmaction - INFO - Epoch [127][940/1879] lr: 5.123e-02, eta: 2 days, 14:27:16, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6848, loss_cls: 2.5229, loss: 2.5229, grad_norm: 2.6783 2021-07-10 03:39:14,040 - mmaction - INFO - Epoch [127][960/1879] lr: 5.123e-02, eta: 2 days, 14:26:56, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4258, top5_acc: 0.6918, loss_cls: 2.5032, loss: 2.5032, grad_norm: 2.7189 2021-07-10 03:39:31,500 - mmaction - INFO - Epoch [127][980/1879] lr: 5.123e-02, eta: 2 days, 14:26:37, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6883, loss_cls: 2.4824, loss: 2.4824, grad_norm: 2.6495 2021-07-10 03:39:48,996 - mmaction - INFO - Epoch [127][1000/1879] lr: 5.123e-02, eta: 2 days, 14:26:17, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6859, loss_cls: 2.4275, loss: 2.4275, grad_norm: 2.6448 2021-07-10 03:40:06,538 - mmaction - INFO - Epoch [127][1020/1879] lr: 5.123e-02, eta: 2 days, 14:25:58, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4309, top5_acc: 0.6797, loss_cls: 2.5214, loss: 2.5214, grad_norm: 2.6875 2021-07-10 03:40:23,854 - mmaction - INFO - Epoch [127][1040/1879] lr: 5.123e-02, eta: 2 days, 14:25:38, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6875, loss_cls: 2.4924, loss: 2.4924, grad_norm: 2.6482 2021-07-10 03:40:41,344 - mmaction - INFO - Epoch [127][1060/1879] lr: 5.123e-02, eta: 2 days, 14:25:18, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4227, top5_acc: 0.6883, loss_cls: 2.5249, loss: 2.5249, grad_norm: 2.6935 2021-07-10 03:40:58,801 - mmaction - INFO - Epoch [127][1080/1879] lr: 5.123e-02, eta: 2 days, 14:24:59, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6910, loss_cls: 2.4461, loss: 2.4461, grad_norm: 2.6705 2021-07-10 03:41:16,317 - mmaction - INFO - Epoch [127][1100/1879] lr: 5.123e-02, eta: 2 days, 14:24:39, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6828, loss_cls: 2.4886, loss: 2.4886, grad_norm: 2.6681 2021-07-10 03:41:33,790 - mmaction - INFO - Epoch [127][1120/1879] lr: 5.123e-02, eta: 2 days, 14:24:20, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6797, loss_cls: 2.4612, loss: 2.4612, grad_norm: 2.6899 2021-07-10 03:41:51,241 - mmaction - INFO - Epoch [127][1140/1879] lr: 5.123e-02, eta: 2 days, 14:24:00, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6926, loss_cls: 2.4278, loss: 2.4278, grad_norm: 2.6226 2021-07-10 03:42:08,696 - mmaction - INFO - Epoch [127][1160/1879] lr: 5.123e-02, eta: 2 days, 14:23:41, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6824, loss_cls: 2.4741, loss: 2.4741, grad_norm: 2.6499 2021-07-10 03:42:26,248 - mmaction - INFO - Epoch [127][1180/1879] lr: 5.123e-02, eta: 2 days, 14:23:21, time: 0.874, data_time: 0.008, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6863, loss_cls: 2.4545, loss: 2.4545, grad_norm: 2.6271 2021-07-10 03:42:43,776 - mmaction - INFO - Epoch [127][1200/1879] lr: 5.123e-02, eta: 2 days, 14:23:02, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6875, loss_cls: 2.4546, loss: 2.4546, grad_norm: 2.6800 2021-07-10 03:43:01,226 - mmaction - INFO - Epoch [127][1220/1879] lr: 5.123e-02, eta: 2 days, 14:22:42, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4617, top5_acc: 0.6859, loss_cls: 2.4770, loss: 2.4770, grad_norm: 2.6669 2021-07-10 03:43:18,746 - mmaction - INFO - Epoch [127][1240/1879] lr: 5.123e-02, eta: 2 days, 14:22:23, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6813, loss_cls: 2.5128, loss: 2.5128, grad_norm: 2.5950 2021-07-10 03:43:36,189 - mmaction - INFO - Epoch [127][1260/1879] lr: 5.123e-02, eta: 2 days, 14:22:03, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.7031, loss_cls: 2.3917, loss: 2.3917, grad_norm: 2.6551 2021-07-10 03:43:53,562 - mmaction - INFO - Epoch [127][1280/1879] lr: 5.123e-02, eta: 2 days, 14:21:44, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6848, loss_cls: 2.4631, loss: 2.4631, grad_norm: 2.7002 2021-07-10 03:44:10,999 - mmaction - INFO - Epoch [127][1300/1879] lr: 5.123e-02, eta: 2 days, 14:21:24, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6898, loss_cls: 2.4696, loss: 2.4696, grad_norm: 2.6638 2021-07-10 03:44:28,428 - mmaction - INFO - Epoch [127][1320/1879] lr: 5.123e-02, eta: 2 days, 14:21:05, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7043, loss_cls: 2.3924, loss: 2.3924, grad_norm: 2.6614 2021-07-10 03:44:45,836 - mmaction - INFO - Epoch [127][1340/1879] lr: 5.123e-02, eta: 2 days, 14:20:45, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6945, loss_cls: 2.4534, loss: 2.4534, grad_norm: 2.6878 2021-07-10 03:45:03,369 - mmaction - INFO - Epoch [127][1360/1879] lr: 5.123e-02, eta: 2 days, 14:20:26, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4418, top5_acc: 0.7027, loss_cls: 2.4426, loss: 2.4426, grad_norm: 2.6458 2021-07-10 03:45:20,814 - mmaction - INFO - Epoch [127][1380/1879] lr: 5.123e-02, eta: 2 days, 14:20:06, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6867, loss_cls: 2.4705, loss: 2.4705, grad_norm: 2.6816 2021-07-10 03:45:38,390 - mmaction - INFO - Epoch [127][1400/1879] lr: 5.123e-02, eta: 2 days, 14:19:47, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4219, top5_acc: 0.6836, loss_cls: 2.5197, loss: 2.5197, grad_norm: 2.7241 2021-07-10 03:45:55,883 - mmaction - INFO - Epoch [127][1420/1879] lr: 5.123e-02, eta: 2 days, 14:19:27, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6734, loss_cls: 2.4865, loss: 2.4865, grad_norm: 2.6974 2021-07-10 03:46:13,312 - mmaction - INFO - Epoch [127][1440/1879] lr: 5.123e-02, eta: 2 days, 14:19:08, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6832, loss_cls: 2.4864, loss: 2.4864, grad_norm: 2.7016 2021-07-10 03:46:30,872 - mmaction - INFO - Epoch [127][1460/1879] lr: 5.123e-02, eta: 2 days, 14:18:48, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6945, loss_cls: 2.5168, loss: 2.5168, grad_norm: 2.7350 2021-07-10 03:46:48,429 - mmaction - INFO - Epoch [127][1480/1879] lr: 5.123e-02, eta: 2 days, 14:18:29, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6789, loss_cls: 2.5236, loss: 2.5236, grad_norm: 2.7078 2021-07-10 03:47:05,798 - mmaction - INFO - Epoch [127][1500/1879] lr: 5.123e-02, eta: 2 days, 14:18:09, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6762, loss_cls: 2.5217, loss: 2.5217, grad_norm: 2.7110 2021-07-10 03:47:23,206 - mmaction - INFO - Epoch [127][1520/1879] lr: 5.123e-02, eta: 2 days, 14:17:50, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6895, loss_cls: 2.4806, loss: 2.4806, grad_norm: 2.7183 2021-07-10 03:47:40,633 - mmaction - INFO - Epoch [127][1540/1879] lr: 5.123e-02, eta: 2 days, 14:17:30, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6844, loss_cls: 2.4841, loss: 2.4841, grad_norm: 2.6788 2021-07-10 03:47:58,043 - mmaction - INFO - Epoch [127][1560/1879] lr: 5.123e-02, eta: 2 days, 14:17:11, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6922, loss_cls: 2.4006, loss: 2.4006, grad_norm: 2.6776 2021-07-10 03:48:15,504 - mmaction - INFO - Epoch [127][1580/1879] lr: 5.123e-02, eta: 2 days, 14:16:51, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6734, loss_cls: 2.5311, loss: 2.5311, grad_norm: 2.7066 2021-07-10 03:48:32,984 - mmaction - INFO - Epoch [127][1600/1879] lr: 5.123e-02, eta: 2 days, 14:16:32, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6902, loss_cls: 2.4533, loss: 2.4533, grad_norm: 2.6874 2021-07-10 03:48:50,466 - mmaction - INFO - Epoch [127][1620/1879] lr: 5.123e-02, eta: 2 days, 14:16:12, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4477, top5_acc: 0.7055, loss_cls: 2.4266, loss: 2.4266, grad_norm: 2.7086 2021-07-10 03:49:08,034 - mmaction - INFO - Epoch [127][1640/1879] lr: 5.123e-02, eta: 2 days, 14:15:53, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6914, loss_cls: 2.4415, loss: 2.4415, grad_norm: 2.7159 2021-07-10 03:49:25,412 - mmaction - INFO - Epoch [127][1660/1879] lr: 5.123e-02, eta: 2 days, 14:15:33, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6809, loss_cls: 2.4786, loss: 2.4786, grad_norm: 2.7297 2021-07-10 03:49:42,835 - mmaction - INFO - Epoch [127][1680/1879] lr: 5.123e-02, eta: 2 days, 14:15:14, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6773, loss_cls: 2.4763, loss: 2.4763, grad_norm: 2.6884 2021-07-10 03:50:00,181 - mmaction - INFO - Epoch [127][1700/1879] lr: 5.123e-02, eta: 2 days, 14:14:54, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6797, loss_cls: 2.5120, loss: 2.5120, grad_norm: 2.7180 2021-07-10 03:50:17,772 - mmaction - INFO - Epoch [127][1720/1879] lr: 5.123e-02, eta: 2 days, 14:14:35, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6898, loss_cls: 2.4973, loss: 2.4973, grad_norm: 2.7526 2021-07-10 03:50:35,249 - mmaction - INFO - Epoch [127][1740/1879] lr: 5.123e-02, eta: 2 days, 14:14:15, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6828, loss_cls: 2.4853, loss: 2.4853, grad_norm: 2.7402 2021-07-10 03:50:52,661 - mmaction - INFO - Epoch [127][1760/1879] lr: 5.123e-02, eta: 2 days, 14:13:56, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6734, loss_cls: 2.5625, loss: 2.5625, grad_norm: 2.6877 2021-07-10 03:51:10,160 - mmaction - INFO - Epoch [127][1780/1879] lr: 5.123e-02, eta: 2 days, 14:13:36, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6801, loss_cls: 2.4635, loss: 2.4635, grad_norm: 2.5983 2021-07-10 03:51:27,474 - mmaction - INFO - Epoch [127][1800/1879] lr: 5.123e-02, eta: 2 days, 14:13:16, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6898, loss_cls: 2.4374, loss: 2.4374, grad_norm: 2.5874 2021-07-10 03:51:44,906 - mmaction - INFO - Epoch [127][1820/1879] lr: 5.123e-02, eta: 2 days, 14:12:57, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4562, top5_acc: 0.7027, loss_cls: 2.4196, loss: 2.4196, grad_norm: 2.6699 2021-07-10 03:52:02,269 - mmaction - INFO - Epoch [127][1840/1879] lr: 5.123e-02, eta: 2 days, 14:12:37, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4633, top5_acc: 0.6953, loss_cls: 2.4102, loss: 2.4102, grad_norm: 2.7105 2021-07-10 03:52:19,650 - mmaction - INFO - Epoch [127][1860/1879] lr: 5.123e-02, eta: 2 days, 14:12:18, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4605, top5_acc: 0.6910, loss_cls: 2.3999, loss: 2.3999, grad_norm: 2.6057 2021-07-10 03:54:51,921 - mmaction - INFO - Epoch [128][20/1879] lr: 5.061e-02, eta: 2 days, 14:13:17, time: 6.502, data_time: 5.543, memory: 6462, top1_acc: 0.4594, top5_acc: 0.6984, loss_cls: 2.4340, loss: 2.4340, grad_norm: 2.6619 2021-07-10 03:55:09,165 - mmaction - INFO - Epoch [128][40/1879] lr: 5.061e-02, eta: 2 days, 14:12:57, time: 0.861, data_time: 0.006, memory: 6462, top1_acc: 0.4516, top5_acc: 0.7008, loss_cls: 2.4229, loss: 2.4229, grad_norm: 2.7044 2021-07-10 03:55:26,455 - mmaction - INFO - Epoch [128][60/1879] lr: 5.061e-02, eta: 2 days, 14:12:38, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7023, loss_cls: 2.3940, loss: 2.3940, grad_norm: 2.6850 2021-07-10 03:55:43,745 - mmaction - INFO - Epoch [128][80/1879] lr: 5.061e-02, eta: 2 days, 14:12:18, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6766, loss_cls: 2.4919, loss: 2.4919, grad_norm: 2.6980 2021-07-10 03:56:01,119 - mmaction - INFO - Epoch [128][100/1879] lr: 5.061e-02, eta: 2 days, 14:11:58, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6824, loss_cls: 2.4779, loss: 2.4779, grad_norm: 2.6582 2021-07-10 03:56:18,465 - mmaction - INFO - Epoch [128][120/1879] lr: 5.061e-02, eta: 2 days, 14:11:39, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6887, loss_cls: 2.4517, loss: 2.4517, grad_norm: 2.6048 2021-07-10 03:56:35,853 - mmaction - INFO - Epoch [128][140/1879] lr: 5.061e-02, eta: 2 days, 14:11:19, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6809, loss_cls: 2.4963, loss: 2.4963, grad_norm: 2.6187 2021-07-10 03:56:53,206 - mmaction - INFO - Epoch [128][160/1879] lr: 5.061e-02, eta: 2 days, 14:11:00, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6941, loss_cls: 2.4379, loss: 2.4379, grad_norm: 2.6264 2021-07-10 03:57:10,636 - mmaction - INFO - Epoch [128][180/1879] lr: 5.061e-02, eta: 2 days, 14:10:40, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6883, loss_cls: 2.4602, loss: 2.4602, grad_norm: 2.6441 2021-07-10 03:57:27,966 - mmaction - INFO - Epoch [128][200/1879] lr: 5.061e-02, eta: 2 days, 14:10:20, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6930, loss_cls: 2.4835, loss: 2.4835, grad_norm: 2.6906 2021-07-10 03:57:45,241 - mmaction - INFO - Epoch [128][220/1879] lr: 5.061e-02, eta: 2 days, 14:10:01, time: 0.862, data_time: 0.002, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6883, loss_cls: 2.4504, loss: 2.4504, grad_norm: 2.6681 2021-07-10 03:58:02,589 - mmaction - INFO - Epoch [128][240/1879] lr: 5.061e-02, eta: 2 days, 14:09:41, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6973, loss_cls: 2.4291, loss: 2.4291, grad_norm: 2.6695 2021-07-10 03:58:19,987 - mmaction - INFO - Epoch [128][260/1879] lr: 5.061e-02, eta: 2 days, 14:09:21, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7086, loss_cls: 2.3904, loss: 2.3904, grad_norm: 2.6852 2021-07-10 03:58:37,461 - mmaction - INFO - Epoch [128][280/1879] lr: 5.061e-02, eta: 2 days, 14:09:02, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4465, top5_acc: 0.7023, loss_cls: 2.3997, loss: 2.3997, grad_norm: 2.6772 2021-07-10 03:58:54,792 - mmaction - INFO - Epoch [128][300/1879] lr: 5.061e-02, eta: 2 days, 14:08:42, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6988, loss_cls: 2.4194, loss: 2.4194, grad_norm: 2.7137 2021-07-10 03:59:12,270 - mmaction - INFO - Epoch [128][320/1879] lr: 5.061e-02, eta: 2 days, 14:08:23, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6875, loss_cls: 2.4478, loss: 2.4478, grad_norm: 2.7085 2021-07-10 03:59:29,697 - mmaction - INFO - Epoch [128][340/1879] lr: 5.061e-02, eta: 2 days, 14:08:03, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6859, loss_cls: 2.4532, loss: 2.4532, grad_norm: 2.7015 2021-07-10 03:59:47,001 - mmaction - INFO - Epoch [128][360/1879] lr: 5.061e-02, eta: 2 days, 14:07:44, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6813, loss_cls: 2.4652, loss: 2.4652, grad_norm: 2.6754 2021-07-10 04:00:04,566 - mmaction - INFO - Epoch [128][380/1879] lr: 5.061e-02, eta: 2 days, 14:07:24, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6941, loss_cls: 2.4128, loss: 2.4128, grad_norm: 2.6721 2021-07-10 04:00:21,971 - mmaction - INFO - Epoch [128][400/1879] lr: 5.061e-02, eta: 2 days, 14:07:05, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6906, loss_cls: 2.4666, loss: 2.4666, grad_norm: 2.7174 2021-07-10 04:00:39,449 - mmaction - INFO - Epoch [128][420/1879] lr: 5.061e-02, eta: 2 days, 14:06:45, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6906, loss_cls: 2.4338, loss: 2.4338, grad_norm: 2.6580 2021-07-10 04:00:56,877 - mmaction - INFO - Epoch [128][440/1879] lr: 5.061e-02, eta: 2 days, 14:06:25, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6805, loss_cls: 2.4814, loss: 2.4814, grad_norm: 2.6886 2021-07-10 04:01:14,257 - mmaction - INFO - Epoch [128][460/1879] lr: 5.061e-02, eta: 2 days, 14:06:06, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6887, loss_cls: 2.5077, loss: 2.5077, grad_norm: 2.6594 2021-07-10 04:01:31,822 - mmaction - INFO - Epoch [128][480/1879] lr: 5.061e-02, eta: 2 days, 14:05:47, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.7020, loss_cls: 2.4159, loss: 2.4159, grad_norm: 2.6573 2021-07-10 04:01:49,186 - mmaction - INFO - Epoch [128][500/1879] lr: 5.061e-02, eta: 2 days, 14:05:27, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.4598, top5_acc: 0.6914, loss_cls: 2.3823, loss: 2.3823, grad_norm: 2.6470 2021-07-10 04:02:06,693 - mmaction - INFO - Epoch [128][520/1879] lr: 5.061e-02, eta: 2 days, 14:05:07, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4430, top5_acc: 0.7000, loss_cls: 2.4431, loss: 2.4431, grad_norm: 2.6862 2021-07-10 04:02:24,225 - mmaction - INFO - Epoch [128][540/1879] lr: 5.061e-02, eta: 2 days, 14:04:48, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6813, loss_cls: 2.5137, loss: 2.5137, grad_norm: 2.7244 2021-07-10 04:02:41,634 - mmaction - INFO - Epoch [128][560/1879] lr: 5.061e-02, eta: 2 days, 14:04:28, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6937, loss_cls: 2.4588, loss: 2.4588, grad_norm: 2.7362 2021-07-10 04:02:59,114 - mmaction - INFO - Epoch [128][580/1879] lr: 5.061e-02, eta: 2 days, 14:04:09, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6848, loss_cls: 2.5104, loss: 2.5104, grad_norm: 2.7039 2021-07-10 04:03:16,597 - mmaction - INFO - Epoch [128][600/1879] lr: 5.061e-02, eta: 2 days, 14:03:49, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6848, loss_cls: 2.4585, loss: 2.4585, grad_norm: 2.6445 2021-07-10 04:03:34,061 - mmaction - INFO - Epoch [128][620/1879] lr: 5.061e-02, eta: 2 days, 14:03:30, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6902, loss_cls: 2.4535, loss: 2.4535, grad_norm: 2.6743 2021-07-10 04:03:51,550 - mmaction - INFO - Epoch [128][640/1879] lr: 5.061e-02, eta: 2 days, 14:03:10, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7008, loss_cls: 2.4213, loss: 2.4213, grad_norm: 2.6223 2021-07-10 04:04:09,005 - mmaction - INFO - Epoch [128][660/1879] lr: 5.061e-02, eta: 2 days, 14:02:51, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6918, loss_cls: 2.4212, loss: 2.4212, grad_norm: 2.6954 2021-07-10 04:04:26,407 - mmaction - INFO - Epoch [128][680/1879] lr: 5.061e-02, eta: 2 days, 14:02:31, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6766, loss_cls: 2.4942, loss: 2.4942, grad_norm: 2.5960 2021-07-10 04:04:43,786 - mmaction - INFO - Epoch [128][700/1879] lr: 5.061e-02, eta: 2 days, 14:02:12, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6941, loss_cls: 2.4701, loss: 2.4701, grad_norm: 2.6358 2021-07-10 04:05:01,209 - mmaction - INFO - Epoch [128][720/1879] lr: 5.061e-02, eta: 2 days, 14:01:52, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6832, loss_cls: 2.4887, loss: 2.4887, grad_norm: 2.6286 2021-07-10 04:05:18,742 - mmaction - INFO - Epoch [128][740/1879] lr: 5.061e-02, eta: 2 days, 14:01:33, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6977, loss_cls: 2.4259, loss: 2.4259, grad_norm: 2.6558 2021-07-10 04:05:36,186 - mmaction - INFO - Epoch [128][760/1879] lr: 5.061e-02, eta: 2 days, 14:01:13, time: 0.877, data_time: 0.008, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6781, loss_cls: 2.5073, loss: 2.5073, grad_norm: 2.7418 2021-07-10 04:05:53,634 - mmaction - INFO - Epoch [128][780/1879] lr: 5.061e-02, eta: 2 days, 14:00:54, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4535, top5_acc: 0.7008, loss_cls: 2.4218, loss: 2.4218, grad_norm: 2.6720 2021-07-10 04:06:10,997 - mmaction - INFO - Epoch [128][800/1879] lr: 5.061e-02, eta: 2 days, 14:00:34, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4594, top5_acc: 0.6934, loss_cls: 2.4185, loss: 2.4185, grad_norm: 2.6753 2021-07-10 04:06:28,531 - mmaction - INFO - Epoch [128][820/1879] lr: 5.061e-02, eta: 2 days, 14:00:15, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6930, loss_cls: 2.4140, loss: 2.4140, grad_norm: 2.6922 2021-07-10 04:06:45,873 - mmaction - INFO - Epoch [128][840/1879] lr: 5.061e-02, eta: 2 days, 13:59:55, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4477, top5_acc: 0.7063, loss_cls: 2.4014, loss: 2.4014, grad_norm: 2.6423 2021-07-10 04:07:03,342 - mmaction - INFO - Epoch [128][860/1879] lr: 5.061e-02, eta: 2 days, 13:59:36, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4523, top5_acc: 0.7020, loss_cls: 2.3875, loss: 2.3875, grad_norm: 2.6585 2021-07-10 04:07:20,642 - mmaction - INFO - Epoch [128][880/1879] lr: 5.061e-02, eta: 2 days, 13:59:16, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6863, loss_cls: 2.4704, loss: 2.4704, grad_norm: 2.6537 2021-07-10 04:07:38,126 - mmaction - INFO - Epoch [128][900/1879] lr: 5.061e-02, eta: 2 days, 13:58:56, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6918, loss_cls: 2.4018, loss: 2.4018, grad_norm: 2.6291 2021-07-10 04:07:55,565 - mmaction - INFO - Epoch [128][920/1879] lr: 5.061e-02, eta: 2 days, 13:58:37, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4516, top5_acc: 0.7047, loss_cls: 2.4176, loss: 2.4176, grad_norm: 2.7549 2021-07-10 04:08:12,973 - mmaction - INFO - Epoch [128][940/1879] lr: 5.061e-02, eta: 2 days, 13:58:17, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6836, loss_cls: 2.4470, loss: 2.4470, grad_norm: 2.6227 2021-07-10 04:08:30,410 - mmaction - INFO - Epoch [128][960/1879] lr: 5.061e-02, eta: 2 days, 13:57:58, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4641, top5_acc: 0.6863, loss_cls: 2.4793, loss: 2.4793, grad_norm: 2.6694 2021-07-10 04:08:47,919 - mmaction - INFO - Epoch [128][980/1879] lr: 5.061e-02, eta: 2 days, 13:57:38, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6840, loss_cls: 2.4837, loss: 2.4837, grad_norm: 2.6931 2021-07-10 04:09:05,251 - mmaction - INFO - Epoch [128][1000/1879] lr: 5.061e-02, eta: 2 days, 13:57:19, time: 0.865, data_time: 0.000, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6785, loss_cls: 2.4853, loss: 2.4853, grad_norm: 2.7048 2021-07-10 04:09:22,609 - mmaction - INFO - Epoch [128][1020/1879] lr: 5.061e-02, eta: 2 days, 13:56:59, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6863, loss_cls: 2.4864, loss: 2.4864, grad_norm: 2.6603 2021-07-10 04:09:40,103 - mmaction - INFO - Epoch [128][1040/1879] lr: 5.061e-02, eta: 2 days, 13:56:40, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6926, loss_cls: 2.4522, loss: 2.4522, grad_norm: 2.6606 2021-07-10 04:09:57,454 - mmaction - INFO - Epoch [128][1060/1879] lr: 5.061e-02, eta: 2 days, 13:56:20, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6992, loss_cls: 2.3850, loss: 2.3850, grad_norm: 2.6312 2021-07-10 04:10:15,034 - mmaction - INFO - Epoch [128][1080/1879] lr: 5.061e-02, eta: 2 days, 13:56:01, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6984, loss_cls: 2.4370, loss: 2.4370, grad_norm: 2.6824 2021-07-10 04:10:32,351 - mmaction - INFO - Epoch [128][1100/1879] lr: 5.061e-02, eta: 2 days, 13:55:41, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.4629, top5_acc: 0.6988, loss_cls: 2.4227, loss: 2.4227, grad_norm: 2.6732 2021-07-10 04:10:49,849 - mmaction - INFO - Epoch [128][1120/1879] lr: 5.061e-02, eta: 2 days, 13:55:21, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6813, loss_cls: 2.5212, loss: 2.5212, grad_norm: 2.6768 2021-07-10 04:11:07,267 - mmaction - INFO - Epoch [128][1140/1879] lr: 5.061e-02, eta: 2 days, 13:55:02, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6820, loss_cls: 2.4558, loss: 2.4558, grad_norm: 2.6613 2021-07-10 04:11:24,720 - mmaction - INFO - Epoch [128][1160/1879] lr: 5.061e-02, eta: 2 days, 13:54:42, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7016, loss_cls: 2.3905, loss: 2.3905, grad_norm: 2.6766 2021-07-10 04:11:42,239 - mmaction - INFO - Epoch [128][1180/1879] lr: 5.061e-02, eta: 2 days, 13:54:23, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6816, loss_cls: 2.4738, loss: 2.4738, grad_norm: 2.6656 2021-07-10 04:11:59,604 - mmaction - INFO - Epoch [128][1200/1879] lr: 5.061e-02, eta: 2 days, 13:54:03, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6902, loss_cls: 2.4791, loss: 2.4791, grad_norm: 2.6602 2021-07-10 04:12:17,005 - mmaction - INFO - Epoch [128][1220/1879] lr: 5.061e-02, eta: 2 days, 13:53:44, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4254, top5_acc: 0.6855, loss_cls: 2.5273, loss: 2.5273, grad_norm: 2.7579 2021-07-10 04:12:34,435 - mmaction - INFO - Epoch [128][1240/1879] lr: 5.061e-02, eta: 2 days, 13:53:24, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.3634, loss: 2.3634, grad_norm: 2.6341 2021-07-10 04:12:51,871 - mmaction - INFO - Epoch [128][1260/1879] lr: 5.061e-02, eta: 2 days, 13:53:05, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6949, loss_cls: 2.4607, loss: 2.4607, grad_norm: 2.7183 2021-07-10 04:13:09,373 - mmaction - INFO - Epoch [128][1280/1879] lr: 5.061e-02, eta: 2 days, 13:52:45, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6879, loss_cls: 2.4525, loss: 2.4525, grad_norm: 2.6475 2021-07-10 04:13:26,888 - mmaction - INFO - Epoch [128][1300/1879] lr: 5.061e-02, eta: 2 days, 13:52:26, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6969, loss_cls: 2.4158, loss: 2.4158, grad_norm: 2.6824 2021-07-10 04:13:44,317 - mmaction - INFO - Epoch [128][1320/1879] lr: 5.061e-02, eta: 2 days, 13:52:06, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6781, loss_cls: 2.4765, loss: 2.4765, grad_norm: 2.6947 2021-07-10 04:14:01,898 - mmaction - INFO - Epoch [128][1340/1879] lr: 5.061e-02, eta: 2 days, 13:51:47, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6887, loss_cls: 2.4829, loss: 2.4829, grad_norm: 2.6881 2021-07-10 04:14:19,268 - mmaction - INFO - Epoch [128][1360/1879] lr: 5.061e-02, eta: 2 days, 13:51:27, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6969, loss_cls: 2.4049, loss: 2.4049, grad_norm: 2.6421 2021-07-10 04:14:36,689 - mmaction - INFO - Epoch [128][1380/1879] lr: 5.061e-02, eta: 2 days, 13:51:08, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7059, loss_cls: 2.4085, loss: 2.4085, grad_norm: 2.6839 2021-07-10 04:14:54,295 - mmaction - INFO - Epoch [128][1400/1879] lr: 5.061e-02, eta: 2 days, 13:50:48, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6891, loss_cls: 2.4991, loss: 2.4991, grad_norm: 2.7428 2021-07-10 04:15:11,713 - mmaction - INFO - Epoch [128][1420/1879] lr: 5.061e-02, eta: 2 days, 13:50:29, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6863, loss_cls: 2.4577, loss: 2.4577, grad_norm: 2.6530 2021-07-10 04:15:29,205 - mmaction - INFO - Epoch [128][1440/1879] lr: 5.061e-02, eta: 2 days, 13:50:09, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7004, loss_cls: 2.3761, loss: 2.3761, grad_norm: 2.7173 2021-07-10 04:15:46,540 - mmaction - INFO - Epoch [128][1460/1879] lr: 5.061e-02, eta: 2 days, 13:49:50, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6895, loss_cls: 2.4450, loss: 2.4450, grad_norm: 2.7846 2021-07-10 04:16:04,143 - mmaction - INFO - Epoch [128][1480/1879] lr: 5.061e-02, eta: 2 days, 13:49:30, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6875, loss_cls: 2.4305, loss: 2.4305, grad_norm: 2.6643 2021-07-10 04:16:21,525 - mmaction - INFO - Epoch [128][1500/1879] lr: 5.061e-02, eta: 2 days, 13:49:11, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6902, loss_cls: 2.4381, loss: 2.4381, grad_norm: 2.6498 2021-07-10 04:16:38,939 - mmaction - INFO - Epoch [128][1520/1879] lr: 5.061e-02, eta: 2 days, 13:48:51, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6926, loss_cls: 2.4273, loss: 2.4273, grad_norm: 2.6455 2021-07-10 04:16:56,330 - mmaction - INFO - Epoch [128][1540/1879] lr: 5.061e-02, eta: 2 days, 13:48:32, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4531, top5_acc: 0.7125, loss_cls: 2.3993, loss: 2.3993, grad_norm: 2.7472 2021-07-10 04:17:13,852 - mmaction - INFO - Epoch [128][1560/1879] lr: 5.061e-02, eta: 2 days, 13:48:12, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4473, top5_acc: 0.7008, loss_cls: 2.3977, loss: 2.3977, grad_norm: 2.6837 2021-07-10 04:17:31,281 - mmaction - INFO - Epoch [128][1580/1879] lr: 5.061e-02, eta: 2 days, 13:47:53, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4535, top5_acc: 0.7012, loss_cls: 2.4167, loss: 2.4167, grad_norm: 2.6680 2021-07-10 04:17:48,640 - mmaction - INFO - Epoch [128][1600/1879] lr: 5.061e-02, eta: 2 days, 13:47:33, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6871, loss_cls: 2.4855, loss: 2.4855, grad_norm: 2.7803 2021-07-10 04:18:06,135 - mmaction - INFO - Epoch [128][1620/1879] lr: 5.061e-02, eta: 2 days, 13:47:14, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6758, loss_cls: 2.4848, loss: 2.4848, grad_norm: 2.7296 2021-07-10 04:18:23,633 - mmaction - INFO - Epoch [128][1640/1879] lr: 5.061e-02, eta: 2 days, 13:46:54, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4352, top5_acc: 0.6859, loss_cls: 2.5081, loss: 2.5081, grad_norm: 2.7181 2021-07-10 04:18:40,925 - mmaction - INFO - Epoch [128][1660/1879] lr: 5.061e-02, eta: 2 days, 13:46:35, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6914, loss_cls: 2.4656, loss: 2.4656, grad_norm: 2.7125 2021-07-10 04:18:58,454 - mmaction - INFO - Epoch [128][1680/1879] lr: 5.061e-02, eta: 2 days, 13:46:15, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6973, loss_cls: 2.4040, loss: 2.4040, grad_norm: 2.5999 2021-07-10 04:19:16,014 - mmaction - INFO - Epoch [128][1700/1879] lr: 5.061e-02, eta: 2 days, 13:45:56, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7043, loss_cls: 2.3531, loss: 2.3531, grad_norm: 2.6449 2021-07-10 04:19:33,481 - mmaction - INFO - Epoch [128][1720/1879] lr: 5.061e-02, eta: 2 days, 13:45:36, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6918, loss_cls: 2.4625, loss: 2.4625, grad_norm: 2.7283 2021-07-10 04:19:50,878 - mmaction - INFO - Epoch [128][1740/1879] lr: 5.061e-02, eta: 2 days, 13:45:17, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6773, loss_cls: 2.5389, loss: 2.5389, grad_norm: 2.6971 2021-07-10 04:20:08,370 - mmaction - INFO - Epoch [128][1760/1879] lr: 5.061e-02, eta: 2 days, 13:44:57, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4562, top5_acc: 0.7035, loss_cls: 2.4213, loss: 2.4213, grad_norm: 2.6611 2021-07-10 04:20:25,772 - mmaction - INFO - Epoch [128][1780/1879] lr: 5.061e-02, eta: 2 days, 13:44:38, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6762, loss_cls: 2.5450, loss: 2.5450, grad_norm: 2.7167 2021-07-10 04:20:43,244 - mmaction - INFO - Epoch [128][1800/1879] lr: 5.061e-02, eta: 2 days, 13:44:18, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6848, loss_cls: 2.4459, loss: 2.4459, grad_norm: 2.6792 2021-07-10 04:21:00,553 - mmaction - INFO - Epoch [128][1820/1879] lr: 5.061e-02, eta: 2 days, 13:43:59, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6793, loss_cls: 2.5743, loss: 2.5743, grad_norm: 2.6989 2021-07-10 04:21:18,063 - mmaction - INFO - Epoch [128][1840/1879] lr: 5.061e-02, eta: 2 days, 13:43:39, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6859, loss_cls: 2.4541, loss: 2.4541, grad_norm: 2.6789 2021-07-10 04:21:35,438 - mmaction - INFO - Epoch [128][1860/1879] lr: 5.061e-02, eta: 2 days, 13:43:20, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6848, loss_cls: 2.4434, loss: 2.4434, grad_norm: 2.6671 2021-07-10 04:21:53,026 - mmaction - INFO - Saving checkpoint at 128 epochs 2021-07-10 04:23:26,885 - mmaction - INFO - Epoch [129][20/1879] lr: 5.000e-02, eta: 2 days, 13:43:41, time: 4.649, data_time: 3.671, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6965, loss_cls: 2.4755, loss: 2.4755, grad_norm: 2.7267 2021-07-10 04:23:44,024 - mmaction - INFO - Epoch [129][40/1879] lr: 5.000e-02, eta: 2 days, 13:43:21, time: 0.857, data_time: 0.008, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7016, loss_cls: 2.4383, loss: 2.4383, grad_norm: 2.6721 2021-07-10 04:24:01,345 - mmaction - INFO - Epoch [129][60/1879] lr: 5.000e-02, eta: 2 days, 13:43:01, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6945, loss_cls: 2.4369, loss: 2.4369, grad_norm: 2.6704 2021-07-10 04:24:18,696 - mmaction - INFO - Epoch [129][80/1879] lr: 5.000e-02, eta: 2 days, 13:42:41, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7020, loss_cls: 2.3618, loss: 2.3618, grad_norm: 2.6315 2021-07-10 04:24:36,030 - mmaction - INFO - Epoch [129][100/1879] lr: 5.000e-02, eta: 2 days, 13:42:22, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6836, loss_cls: 2.4750, loss: 2.4750, grad_norm: 2.7180 2021-07-10 04:24:53,467 - mmaction - INFO - Epoch [129][120/1879] lr: 5.000e-02, eta: 2 days, 13:42:02, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6906, loss_cls: 2.5010, loss: 2.5010, grad_norm: 2.7679 2021-07-10 04:25:10,803 - mmaction - INFO - Epoch [129][140/1879] lr: 5.000e-02, eta: 2 days, 13:41:43, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7016, loss_cls: 2.3884, loss: 2.3884, grad_norm: 2.6724 2021-07-10 04:25:28,135 - mmaction - INFO - Epoch [129][160/1879] lr: 5.000e-02, eta: 2 days, 13:41:23, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6996, loss_cls: 2.4417, loss: 2.4417, grad_norm: 2.6907 2021-07-10 04:25:45,563 - mmaction - INFO - Epoch [129][180/1879] lr: 5.000e-02, eta: 2 days, 13:41:04, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6922, loss_cls: 2.4192, loss: 2.4192, grad_norm: 2.6642 2021-07-10 04:26:02,931 - mmaction - INFO - Epoch [129][200/1879] lr: 5.000e-02, eta: 2 days, 13:40:44, time: 0.869, data_time: 0.006, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7102, loss_cls: 2.3900, loss: 2.3900, grad_norm: 2.6631 2021-07-10 04:26:20,346 - mmaction - INFO - Epoch [129][220/1879] lr: 5.000e-02, eta: 2 days, 13:40:24, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6871, loss_cls: 2.4909, loss: 2.4909, grad_norm: 2.7050 2021-07-10 04:26:37,844 - mmaction - INFO - Epoch [129][240/1879] lr: 5.000e-02, eta: 2 days, 13:40:05, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7055, loss_cls: 2.3815, loss: 2.3815, grad_norm: 2.7088 2021-07-10 04:26:55,284 - mmaction - INFO - Epoch [129][260/1879] lr: 5.000e-02, eta: 2 days, 13:39:45, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4539, top5_acc: 0.7059, loss_cls: 2.3694, loss: 2.3694, grad_norm: 2.6454 2021-07-10 04:27:12,689 - mmaction - INFO - Epoch [129][280/1879] lr: 5.000e-02, eta: 2 days, 13:39:26, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6996, loss_cls: 2.3983, loss: 2.3983, grad_norm: 2.6367 2021-07-10 04:27:30,222 - mmaction - INFO - Epoch [129][300/1879] lr: 5.000e-02, eta: 2 days, 13:39:06, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4648, top5_acc: 0.6879, loss_cls: 2.4147, loss: 2.4147, grad_norm: 2.6410 2021-07-10 04:27:47,692 - mmaction - INFO - Epoch [129][320/1879] lr: 5.000e-02, eta: 2 days, 13:38:47, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4496, top5_acc: 0.7035, loss_cls: 2.3913, loss: 2.3913, grad_norm: 2.6557 2021-07-10 04:28:05,082 - mmaction - INFO - Epoch [129][340/1879] lr: 5.000e-02, eta: 2 days, 13:38:27, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6863, loss_cls: 2.4908, loss: 2.4908, grad_norm: 2.6756 2021-07-10 04:28:22,528 - mmaction - INFO - Epoch [129][360/1879] lr: 5.000e-02, eta: 2 days, 13:38:08, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6945, loss_cls: 2.4115, loss: 2.4115, grad_norm: 2.6579 2021-07-10 04:28:40,143 - mmaction - INFO - Epoch [129][380/1879] lr: 5.000e-02, eta: 2 days, 13:37:49, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6832, loss_cls: 2.4313, loss: 2.4313, grad_norm: 2.6867 2021-07-10 04:28:57,580 - mmaction - INFO - Epoch [129][400/1879] lr: 5.000e-02, eta: 2 days, 13:37:29, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7090, loss_cls: 2.3801, loss: 2.3801, grad_norm: 2.6554 2021-07-10 04:29:15,082 - mmaction - INFO - Epoch [129][420/1879] lr: 5.000e-02, eta: 2 days, 13:37:10, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6793, loss_cls: 2.4772, loss: 2.4772, grad_norm: 2.6432 2021-07-10 04:29:32,495 - mmaction - INFO - Epoch [129][440/1879] lr: 5.000e-02, eta: 2 days, 13:36:50, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4535, top5_acc: 0.7082, loss_cls: 2.3541, loss: 2.3541, grad_norm: 2.6872 2021-07-10 04:29:49,893 - mmaction - INFO - Epoch [129][460/1879] lr: 5.000e-02, eta: 2 days, 13:36:30, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6809, loss_cls: 2.4978, loss: 2.4978, grad_norm: 2.6753 2021-07-10 04:30:07,499 - mmaction - INFO - Epoch [129][480/1879] lr: 5.000e-02, eta: 2 days, 13:36:11, time: 0.879, data_time: 0.002, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6820, loss_cls: 2.4319, loss: 2.4319, grad_norm: 2.7104 2021-07-10 04:30:24,991 - mmaction - INFO - Epoch [129][500/1879] lr: 5.000e-02, eta: 2 days, 13:35:52, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6922, loss_cls: 2.4462, loss: 2.4462, grad_norm: 2.7365 2021-07-10 04:30:42,515 - mmaction - INFO - Epoch [129][520/1879] lr: 5.000e-02, eta: 2 days, 13:35:32, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6785, loss_cls: 2.4782, loss: 2.4782, grad_norm: 2.7379 2021-07-10 04:30:59,831 - mmaction - INFO - Epoch [129][540/1879] lr: 5.000e-02, eta: 2 days, 13:35:13, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7125, loss_cls: 2.3387, loss: 2.3387, grad_norm: 2.7202 2021-07-10 04:31:17,152 - mmaction - INFO - Epoch [129][560/1879] lr: 5.000e-02, eta: 2 days, 13:34:53, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6816, loss_cls: 2.4664, loss: 2.4664, grad_norm: 2.7206 2021-07-10 04:31:34,649 - mmaction - INFO - Epoch [129][580/1879] lr: 5.000e-02, eta: 2 days, 13:34:34, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6828, loss_cls: 2.5283, loss: 2.5283, grad_norm: 2.7272 2021-07-10 04:31:52,175 - mmaction - INFO - Epoch [129][600/1879] lr: 5.000e-02, eta: 2 days, 13:34:14, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6984, loss_cls: 2.3921, loss: 2.3921, grad_norm: 2.6713 2021-07-10 04:32:09,592 - mmaction - INFO - Epoch [129][620/1879] lr: 5.000e-02, eta: 2 days, 13:33:55, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6930, loss_cls: 2.4425, loss: 2.4425, grad_norm: 2.7184 2021-07-10 04:32:26,915 - mmaction - INFO - Epoch [129][640/1879] lr: 5.000e-02, eta: 2 days, 13:33:35, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6930, loss_cls: 2.4490, loss: 2.4490, grad_norm: 2.7236 2021-07-10 04:32:44,419 - mmaction - INFO - Epoch [129][660/1879] lr: 5.000e-02, eta: 2 days, 13:33:15, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6969, loss_cls: 2.4752, loss: 2.4752, grad_norm: 2.7021 2021-07-10 04:33:01,782 - mmaction - INFO - Epoch [129][680/1879] lr: 5.000e-02, eta: 2 days, 13:32:56, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6926, loss_cls: 2.4228, loss: 2.4228, grad_norm: 2.7218 2021-07-10 04:33:19,190 - mmaction - INFO - Epoch [129][700/1879] lr: 5.000e-02, eta: 2 days, 13:32:36, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6922, loss_cls: 2.4032, loss: 2.4032, grad_norm: 2.7367 2021-07-10 04:33:36,533 - mmaction - INFO - Epoch [129][720/1879] lr: 5.000e-02, eta: 2 days, 13:32:17, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6840, loss_cls: 2.4842, loss: 2.4842, grad_norm: 2.7129 2021-07-10 04:33:53,929 - mmaction - INFO - Epoch [129][740/1879] lr: 5.000e-02, eta: 2 days, 13:31:57, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6859, loss_cls: 2.4777, loss: 2.4777, grad_norm: 2.7351 2021-07-10 04:34:11,438 - mmaction - INFO - Epoch [129][760/1879] lr: 5.000e-02, eta: 2 days, 13:31:38, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7020, loss_cls: 2.3987, loss: 2.3987, grad_norm: 2.6853 2021-07-10 04:34:28,883 - mmaction - INFO - Epoch [129][780/1879] lr: 5.000e-02, eta: 2 days, 13:31:18, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6816, loss_cls: 2.4577, loss: 2.4577, grad_norm: 2.6900 2021-07-10 04:34:46,277 - mmaction - INFO - Epoch [129][800/1879] lr: 5.000e-02, eta: 2 days, 13:30:59, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7000, loss_cls: 2.4045, loss: 2.4045, grad_norm: 2.7196 2021-07-10 04:35:03,721 - mmaction - INFO - Epoch [129][820/1879] lr: 5.000e-02, eta: 2 days, 13:30:39, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6941, loss_cls: 2.4540, loss: 2.4540, grad_norm: 2.7144 2021-07-10 04:35:21,050 - mmaction - INFO - Epoch [129][840/1879] lr: 5.000e-02, eta: 2 days, 13:30:20, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6816, loss_cls: 2.4871, loss: 2.4871, grad_norm: 2.6857 2021-07-10 04:35:38,481 - mmaction - INFO - Epoch [129][860/1879] lr: 5.000e-02, eta: 2 days, 13:30:00, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4598, top5_acc: 0.6973, loss_cls: 2.4282, loss: 2.4282, grad_norm: 2.6531 2021-07-10 04:35:55,839 - mmaction - INFO - Epoch [129][880/1879] lr: 5.000e-02, eta: 2 days, 13:29:40, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6922, loss_cls: 2.4584, loss: 2.4584, grad_norm: 2.7371 2021-07-10 04:36:13,316 - mmaction - INFO - Epoch [129][900/1879] lr: 5.000e-02, eta: 2 days, 13:29:21, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6992, loss_cls: 2.4384, loss: 2.4384, grad_norm: 2.7140 2021-07-10 04:36:30,709 - mmaction - INFO - Epoch [129][920/1879] lr: 5.000e-02, eta: 2 days, 13:29:01, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7047, loss_cls: 2.4204, loss: 2.4204, grad_norm: 2.6866 2021-07-10 04:36:48,131 - mmaction - INFO - Epoch [129][940/1879] lr: 5.000e-02, eta: 2 days, 13:28:42, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4637, top5_acc: 0.6965, loss_cls: 2.4146, loss: 2.4146, grad_norm: 2.7378 2021-07-10 04:37:05,586 - mmaction - INFO - Epoch [129][960/1879] lr: 5.000e-02, eta: 2 days, 13:28:22, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6895, loss_cls: 2.4199, loss: 2.4199, grad_norm: 2.6681 2021-07-10 04:37:22,923 - mmaction - INFO - Epoch [129][980/1879] lr: 5.000e-02, eta: 2 days, 13:28:03, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6902, loss_cls: 2.4352, loss: 2.4352, grad_norm: 2.6607 2021-07-10 04:37:40,404 - mmaction - INFO - Epoch [129][1000/1879] lr: 5.000e-02, eta: 2 days, 13:27:43, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6910, loss_cls: 2.4186, loss: 2.4186, grad_norm: 2.6977 2021-07-10 04:37:57,927 - mmaction - INFO - Epoch [129][1020/1879] lr: 5.000e-02, eta: 2 days, 13:27:24, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6832, loss_cls: 2.4847, loss: 2.4847, grad_norm: 2.6936 2021-07-10 04:38:15,421 - mmaction - INFO - Epoch [129][1040/1879] lr: 5.000e-02, eta: 2 days, 13:27:04, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6813, loss_cls: 2.5227, loss: 2.5227, grad_norm: 2.7705 2021-07-10 04:38:32,925 - mmaction - INFO - Epoch [129][1060/1879] lr: 5.000e-02, eta: 2 days, 13:26:45, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7012, loss_cls: 2.4392, loss: 2.4392, grad_norm: 2.6808 2021-07-10 04:38:50,451 - mmaction - INFO - Epoch [129][1080/1879] lr: 5.000e-02, eta: 2 days, 13:26:26, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6937, loss_cls: 2.4107, loss: 2.4107, grad_norm: 2.6857 2021-07-10 04:39:07,836 - mmaction - INFO - Epoch [129][1100/1879] lr: 5.000e-02, eta: 2 days, 13:26:06, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6859, loss_cls: 2.5097, loss: 2.5097, grad_norm: 2.7158 2021-07-10 04:39:25,233 - mmaction - INFO - Epoch [129][1120/1879] lr: 5.000e-02, eta: 2 days, 13:25:47, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6969, loss_cls: 2.4380, loss: 2.4380, grad_norm: 2.7065 2021-07-10 04:39:42,713 - mmaction - INFO - Epoch [129][1140/1879] lr: 5.000e-02, eta: 2 days, 13:25:27, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6781, loss_cls: 2.5115, loss: 2.5115, grad_norm: 2.7503 2021-07-10 04:40:00,190 - mmaction - INFO - Epoch [129][1160/1879] lr: 5.000e-02, eta: 2 days, 13:25:08, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6973, loss_cls: 2.4508, loss: 2.4508, grad_norm: 2.6654 2021-07-10 04:40:17,734 - mmaction - INFO - Epoch [129][1180/1879] lr: 5.000e-02, eta: 2 days, 13:24:48, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4605, top5_acc: 0.6969, loss_cls: 2.4351, loss: 2.4351, grad_norm: 2.7289 2021-07-10 04:40:35,216 - mmaction - INFO - Epoch [129][1200/1879] lr: 5.000e-02, eta: 2 days, 13:24:29, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4594, top5_acc: 0.6926, loss_cls: 2.4015, loss: 2.4015, grad_norm: 2.7157 2021-07-10 04:40:52,579 - mmaction - INFO - Epoch [129][1220/1879] lr: 5.000e-02, eta: 2 days, 13:24:09, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4273, top5_acc: 0.6801, loss_cls: 2.5302, loss: 2.5302, grad_norm: 2.7214 2021-07-10 04:41:10,026 - mmaction - INFO - Epoch [129][1240/1879] lr: 5.000e-02, eta: 2 days, 13:23:50, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6969, loss_cls: 2.3956, loss: 2.3956, grad_norm: 2.6795 2021-07-10 04:41:27,431 - mmaction - INFO - Epoch [129][1260/1879] lr: 5.000e-02, eta: 2 days, 13:23:30, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6902, loss_cls: 2.4700, loss: 2.4700, grad_norm: 2.7073 2021-07-10 04:41:44,870 - mmaction - INFO - Epoch [129][1280/1879] lr: 5.000e-02, eta: 2 days, 13:23:11, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6805, loss_cls: 2.4645, loss: 2.4645, grad_norm: 2.6917 2021-07-10 04:42:02,157 - mmaction - INFO - Epoch [129][1300/1879] lr: 5.000e-02, eta: 2 days, 13:22:51, time: 0.864, data_time: 0.003, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6664, loss_cls: 2.5927, loss: 2.5927, grad_norm: 2.7742 2021-07-10 04:42:19,618 - mmaction - INFO - Epoch [129][1320/1879] lr: 5.000e-02, eta: 2 days, 13:22:32, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6957, loss_cls: 2.4521, loss: 2.4521, grad_norm: 2.6731 2021-07-10 04:42:37,089 - mmaction - INFO - Epoch [129][1340/1879] lr: 5.000e-02, eta: 2 days, 13:22:12, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6926, loss_cls: 2.4636, loss: 2.4636, grad_norm: 2.6823 2021-07-10 04:42:54,531 - mmaction - INFO - Epoch [129][1360/1879] lr: 5.000e-02, eta: 2 days, 13:21:53, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6891, loss_cls: 2.5138, loss: 2.5138, grad_norm: 2.6666 2021-07-10 04:43:11,916 - mmaction - INFO - Epoch [129][1380/1879] lr: 5.000e-02, eta: 2 days, 13:21:33, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4199, top5_acc: 0.6734, loss_cls: 2.5970, loss: 2.5970, grad_norm: 2.7150 2021-07-10 04:43:29,368 - mmaction - INFO - Epoch [129][1400/1879] lr: 5.000e-02, eta: 2 days, 13:21:14, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6852, loss_cls: 2.4778, loss: 2.4778, grad_norm: 2.6465 2021-07-10 04:43:46,704 - mmaction - INFO - Epoch [129][1420/1879] lr: 5.000e-02, eta: 2 days, 13:20:54, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6887, loss_cls: 2.4861, loss: 2.4861, grad_norm: 2.6478 2021-07-10 04:44:04,230 - mmaction - INFO - Epoch [129][1440/1879] lr: 5.000e-02, eta: 2 days, 13:20:34, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7039, loss_cls: 2.3963, loss: 2.3963, grad_norm: 2.6429 2021-07-10 04:44:21,505 - mmaction - INFO - Epoch [129][1460/1879] lr: 5.000e-02, eta: 2 days, 13:20:15, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6781, loss_cls: 2.4923, loss: 2.4923, grad_norm: 2.6475 2021-07-10 04:44:38,896 - mmaction - INFO - Epoch [129][1480/1879] lr: 5.000e-02, eta: 2 days, 13:19:55, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4492, top5_acc: 0.7070, loss_cls: 2.3831, loss: 2.3831, grad_norm: 2.6535 2021-07-10 04:44:56,366 - mmaction - INFO - Epoch [129][1500/1879] lr: 5.000e-02, eta: 2 days, 13:19:36, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4555, top5_acc: 0.7098, loss_cls: 2.3781, loss: 2.3781, grad_norm: 2.6892 2021-07-10 04:45:13,867 - mmaction - INFO - Epoch [129][1520/1879] lr: 5.000e-02, eta: 2 days, 13:19:16, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6855, loss_cls: 2.4911, loss: 2.4911, grad_norm: 2.6998 2021-07-10 04:45:31,356 - mmaction - INFO - Epoch [129][1540/1879] lr: 5.000e-02, eta: 2 days, 13:18:57, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6941, loss_cls: 2.4490, loss: 2.4490, grad_norm: 2.6696 2021-07-10 04:45:48,800 - mmaction - INFO - Epoch [129][1560/1879] lr: 5.000e-02, eta: 2 days, 13:18:37, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6762, loss_cls: 2.5331, loss: 2.5331, grad_norm: 2.7150 2021-07-10 04:46:06,251 - mmaction - INFO - Epoch [129][1580/1879] lr: 5.000e-02, eta: 2 days, 13:18:18, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6793, loss_cls: 2.5064, loss: 2.5064, grad_norm: 2.7635 2021-07-10 04:46:23,678 - mmaction - INFO - Epoch [129][1600/1879] lr: 5.000e-02, eta: 2 days, 13:17:58, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6965, loss_cls: 2.4678, loss: 2.4678, grad_norm: 2.7034 2021-07-10 04:46:41,195 - mmaction - INFO - Epoch [129][1620/1879] lr: 5.000e-02, eta: 2 days, 13:17:39, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6863, loss_cls: 2.4659, loss: 2.4659, grad_norm: 2.6975 2021-07-10 04:46:58,427 - mmaction - INFO - Epoch [129][1640/1879] lr: 5.000e-02, eta: 2 days, 13:17:19, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6687, loss_cls: 2.5648, loss: 2.5648, grad_norm: 2.6779 2021-07-10 04:47:15,857 - mmaction - INFO - Epoch [129][1660/1879] lr: 5.000e-02, eta: 2 days, 13:17:00, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6902, loss_cls: 2.4432, loss: 2.4432, grad_norm: 2.6289 2021-07-10 04:47:33,275 - mmaction - INFO - Epoch [129][1680/1879] lr: 5.000e-02, eta: 2 days, 13:16:40, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6859, loss_cls: 2.4377, loss: 2.4377, grad_norm: 2.7053 2021-07-10 04:47:50,661 - mmaction - INFO - Epoch [129][1700/1879] lr: 5.000e-02, eta: 2 days, 13:16:21, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6859, loss_cls: 2.4767, loss: 2.4767, grad_norm: 2.6882 2021-07-10 04:48:08,121 - mmaction - INFO - Epoch [129][1720/1879] lr: 5.000e-02, eta: 2 days, 13:16:01, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6957, loss_cls: 2.4438, loss: 2.4438, grad_norm: 2.7197 2021-07-10 04:48:25,480 - mmaction - INFO - Epoch [129][1740/1879] lr: 5.000e-02, eta: 2 days, 13:15:42, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6809, loss_cls: 2.5004, loss: 2.5004, grad_norm: 2.7627 2021-07-10 04:48:42,878 - mmaction - INFO - Epoch [129][1760/1879] lr: 5.000e-02, eta: 2 days, 13:15:22, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6914, loss_cls: 2.4538, loss: 2.4538, grad_norm: 2.6638 2021-07-10 04:49:00,263 - mmaction - INFO - Epoch [129][1780/1879] lr: 5.000e-02, eta: 2 days, 13:15:03, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6711, loss_cls: 2.5372, loss: 2.5372, grad_norm: 2.6708 2021-07-10 04:49:17,873 - mmaction - INFO - Epoch [129][1800/1879] lr: 5.000e-02, eta: 2 days, 13:14:43, time: 0.883, data_time: 0.003, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7094, loss_cls: 2.4000, loss: 2.4000, grad_norm: 2.6326 2021-07-10 04:49:35,637 - mmaction - INFO - Epoch [129][1820/1879] lr: 5.000e-02, eta: 2 days, 13:14:24, time: 0.885, data_time: 0.002, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6824, loss_cls: 2.5109, loss: 2.5109, grad_norm: 2.7058 2021-07-10 04:49:53,041 - mmaction - INFO - Epoch [129][1840/1879] lr: 5.000e-02, eta: 2 days, 13:14:05, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6902, loss_cls: 2.4310, loss: 2.4310, grad_norm: 2.6701 2021-07-10 04:50:10,474 - mmaction - INFO - Epoch [129][1860/1879] lr: 5.000e-02, eta: 2 days, 13:13:45, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6953, loss_cls: 2.4270, loss: 2.4270, grad_norm: 2.7104 2021-07-10 04:52:00,997 - mmaction - INFO - Epoch [130][20/1879] lr: 4.939e-02, eta: 2 days, 13:14:05, time: 4.659, data_time: 3.454, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6969, loss_cls: 2.4086, loss: 2.4086, grad_norm: 2.6758 2021-07-10 04:52:18,396 - mmaction - INFO - Epoch [130][40/1879] lr: 4.939e-02, eta: 2 days, 13:13:46, time: 0.870, data_time: 0.007, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6824, loss_cls: 2.4468, loss: 2.4468, grad_norm: 2.6536 2021-07-10 04:52:35,746 - mmaction - INFO - Epoch [130][60/1879] lr: 4.939e-02, eta: 2 days, 13:13:26, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4512, top5_acc: 0.7035, loss_cls: 2.4028, loss: 2.4028, grad_norm: 2.6822 2021-07-10 04:52:53,160 - mmaction - INFO - Epoch [130][80/1879] lr: 4.939e-02, eta: 2 days, 13:13:07, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6895, loss_cls: 2.4408, loss: 2.4408, grad_norm: 2.6948 2021-07-10 04:53:10,501 - mmaction - INFO - Epoch [130][100/1879] lr: 4.939e-02, eta: 2 days, 13:12:47, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6984, loss_cls: 2.4262, loss: 2.4262, grad_norm: 2.6998 2021-07-10 04:53:27,892 - mmaction - INFO - Epoch [130][120/1879] lr: 4.939e-02, eta: 2 days, 13:12:28, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6934, loss_cls: 2.4142, loss: 2.4142, grad_norm: 2.6666 2021-07-10 04:53:45,199 - mmaction - INFO - Epoch [130][140/1879] lr: 4.939e-02, eta: 2 days, 13:12:08, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6906, loss_cls: 2.4201, loss: 2.4201, grad_norm: 2.6962 2021-07-10 04:54:02,723 - mmaction - INFO - Epoch [130][160/1879] lr: 4.939e-02, eta: 2 days, 13:11:49, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6961, loss_cls: 2.3909, loss: 2.3909, grad_norm: 2.7323 2021-07-10 04:54:20,137 - mmaction - INFO - Epoch [130][180/1879] lr: 4.939e-02, eta: 2 days, 13:11:29, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4551, top5_acc: 0.7012, loss_cls: 2.4093, loss: 2.4093, grad_norm: 2.8051 2021-07-10 04:54:37,562 - mmaction - INFO - Epoch [130][200/1879] lr: 4.939e-02, eta: 2 days, 13:11:10, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6770, loss_cls: 2.4807, loss: 2.4807, grad_norm: 2.7295 2021-07-10 04:54:54,954 - mmaction - INFO - Epoch [130][220/1879] lr: 4.939e-02, eta: 2 days, 13:10:50, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6813, loss_cls: 2.4292, loss: 2.4292, grad_norm: 2.6714 2021-07-10 04:55:12,443 - mmaction - INFO - Epoch [130][240/1879] lr: 4.939e-02, eta: 2 days, 13:10:31, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6879, loss_cls: 2.4329, loss: 2.4329, grad_norm: 2.6882 2021-07-10 04:55:29,986 - mmaction - INFO - Epoch [130][260/1879] lr: 4.939e-02, eta: 2 days, 13:10:11, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6883, loss_cls: 2.4867, loss: 2.4867, grad_norm: 2.7223 2021-07-10 04:55:47,472 - mmaction - INFO - Epoch [130][280/1879] lr: 4.939e-02, eta: 2 days, 13:09:52, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6945, loss_cls: 2.4172, loss: 2.4172, grad_norm: 2.7274 2021-07-10 04:56:05,027 - mmaction - INFO - Epoch [130][300/1879] lr: 4.939e-02, eta: 2 days, 13:09:32, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4617, top5_acc: 0.6941, loss_cls: 2.3955, loss: 2.3955, grad_norm: 2.6701 2021-07-10 04:56:22,462 - mmaction - INFO - Epoch [130][320/1879] lr: 4.939e-02, eta: 2 days, 13:09:13, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6996, loss_cls: 2.4359, loss: 2.4359, grad_norm: 2.6948 2021-07-10 04:56:39,908 - mmaction - INFO - Epoch [130][340/1879] lr: 4.939e-02, eta: 2 days, 13:08:53, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6871, loss_cls: 2.4859, loss: 2.4859, grad_norm: 2.7764 2021-07-10 04:56:57,328 - mmaction - INFO - Epoch [130][360/1879] lr: 4.939e-02, eta: 2 days, 13:08:34, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6836, loss_cls: 2.4720, loss: 2.4720, grad_norm: 2.6927 2021-07-10 04:57:14,702 - mmaction - INFO - Epoch [130][380/1879] lr: 4.939e-02, eta: 2 days, 13:08:14, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4707, top5_acc: 0.6957, loss_cls: 2.3773, loss: 2.3773, grad_norm: 2.6445 2021-07-10 04:57:32,192 - mmaction - INFO - Epoch [130][400/1879] lr: 4.939e-02, eta: 2 days, 13:07:55, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6973, loss_cls: 2.4497, loss: 2.4497, grad_norm: 2.7317 2021-07-10 04:57:49,526 - mmaction - INFO - Epoch [130][420/1879] lr: 4.939e-02, eta: 2 days, 13:07:35, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6980, loss_cls: 2.4397, loss: 2.4397, grad_norm: 2.7346 2021-07-10 04:58:06,894 - mmaction - INFO - Epoch [130][440/1879] lr: 4.939e-02, eta: 2 days, 13:07:16, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6859, loss_cls: 2.4468, loss: 2.4468, grad_norm: 2.6802 2021-07-10 04:58:24,399 - mmaction - INFO - Epoch [130][460/1879] lr: 4.939e-02, eta: 2 days, 13:06:56, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6844, loss_cls: 2.4704, loss: 2.4704, grad_norm: 2.6531 2021-07-10 04:58:41,858 - mmaction - INFO - Epoch [130][480/1879] lr: 4.939e-02, eta: 2 days, 13:06:37, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6805, loss_cls: 2.5403, loss: 2.5403, grad_norm: 2.7321 2021-07-10 04:58:59,356 - mmaction - INFO - Epoch [130][500/1879] lr: 4.939e-02, eta: 2 days, 13:06:17, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6859, loss_cls: 2.4611, loss: 2.4611, grad_norm: 2.6902 2021-07-10 04:59:16,705 - mmaction - INFO - Epoch [130][520/1879] lr: 4.939e-02, eta: 2 days, 13:05:58, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4605, top5_acc: 0.7055, loss_cls: 2.3838, loss: 2.3838, grad_norm: 2.6937 2021-07-10 04:59:34,172 - mmaction - INFO - Epoch [130][540/1879] lr: 4.939e-02, eta: 2 days, 13:05:38, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6828, loss_cls: 2.4877, loss: 2.4877, grad_norm: 2.7359 2021-07-10 04:59:51,531 - mmaction - INFO - Epoch [130][560/1879] lr: 4.939e-02, eta: 2 days, 13:05:19, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4605, top5_acc: 0.6949, loss_cls: 2.4058, loss: 2.4058, grad_norm: 2.6734 2021-07-10 05:00:09,037 - mmaction - INFO - Epoch [130][580/1879] lr: 4.939e-02, eta: 2 days, 13:04:59, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6980, loss_cls: 2.4112, loss: 2.4112, grad_norm: 2.6736 2021-07-10 05:00:26,374 - mmaction - INFO - Epoch [130][600/1879] lr: 4.939e-02, eta: 2 days, 13:04:40, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4398, top5_acc: 0.7012, loss_cls: 2.4345, loss: 2.4345, grad_norm: 2.7175 2021-07-10 05:00:43,783 - mmaction - INFO - Epoch [130][620/1879] lr: 4.939e-02, eta: 2 days, 13:04:20, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6875, loss_cls: 2.4067, loss: 2.4067, grad_norm: 2.7532 2021-07-10 05:01:01,176 - mmaction - INFO - Epoch [130][640/1879] lr: 4.939e-02, eta: 2 days, 13:04:01, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6914, loss_cls: 2.4906, loss: 2.4906, grad_norm: 2.7255 2021-07-10 05:01:18,676 - mmaction - INFO - Epoch [130][660/1879] lr: 4.939e-02, eta: 2 days, 13:03:41, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6703, loss_cls: 2.5256, loss: 2.5256, grad_norm: 2.7272 2021-07-10 05:01:36,105 - mmaction - INFO - Epoch [130][680/1879] lr: 4.939e-02, eta: 2 days, 13:03:22, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6965, loss_cls: 2.4480, loss: 2.4480, grad_norm: 2.7121 2021-07-10 05:01:53,532 - mmaction - INFO - Epoch [130][700/1879] lr: 4.939e-02, eta: 2 days, 13:03:02, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6988, loss_cls: 2.4190, loss: 2.4190, grad_norm: 2.6758 2021-07-10 05:02:10,841 - mmaction - INFO - Epoch [130][720/1879] lr: 4.939e-02, eta: 2 days, 13:02:43, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4617, top5_acc: 0.6965, loss_cls: 2.4070, loss: 2.4070, grad_norm: 2.6152 2021-07-10 05:02:28,293 - mmaction - INFO - Epoch [130][740/1879] lr: 4.939e-02, eta: 2 days, 13:02:23, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7102, loss_cls: 2.3509, loss: 2.3509, grad_norm: 2.7146 2021-07-10 05:02:45,699 - mmaction - INFO - Epoch [130][760/1879] lr: 4.939e-02, eta: 2 days, 13:02:04, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6891, loss_cls: 2.4169, loss: 2.4169, grad_norm: 2.7137 2021-07-10 05:03:03,138 - mmaction - INFO - Epoch [130][780/1879] lr: 4.939e-02, eta: 2 days, 13:01:44, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6855, loss_cls: 2.4787, loss: 2.4787, grad_norm: 2.7868 2021-07-10 05:03:20,658 - mmaction - INFO - Epoch [130][800/1879] lr: 4.939e-02, eta: 2 days, 13:01:25, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4637, top5_acc: 0.6992, loss_cls: 2.3892, loss: 2.3892, grad_norm: 2.7167 2021-07-10 05:03:38,047 - mmaction - INFO - Epoch [130][820/1879] lr: 4.939e-02, eta: 2 days, 13:01:05, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6977, loss_cls: 2.4024, loss: 2.4024, grad_norm: 2.6998 2021-07-10 05:03:55,480 - mmaction - INFO - Epoch [130][840/1879] lr: 4.939e-02, eta: 2 days, 13:00:46, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6898, loss_cls: 2.4654, loss: 2.4654, grad_norm: 2.7949 2021-07-10 05:04:12,858 - mmaction - INFO - Epoch [130][860/1879] lr: 4.939e-02, eta: 2 days, 13:00:26, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6891, loss_cls: 2.4754, loss: 2.4754, grad_norm: 2.7359 2021-07-10 05:04:30,195 - mmaction - INFO - Epoch [130][880/1879] lr: 4.939e-02, eta: 2 days, 13:00:07, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6844, loss_cls: 2.4889, loss: 2.4889, grad_norm: 2.7287 2021-07-10 05:04:47,561 - mmaction - INFO - Epoch [130][900/1879] lr: 4.939e-02, eta: 2 days, 12:59:47, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6902, loss_cls: 2.4444, loss: 2.4444, grad_norm: 2.7188 2021-07-10 05:05:05,101 - mmaction - INFO - Epoch [130][920/1879] lr: 4.939e-02, eta: 2 days, 12:59:28, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6703, loss_cls: 2.5242, loss: 2.5242, grad_norm: 2.7566 2021-07-10 05:05:22,598 - mmaction - INFO - Epoch [130][940/1879] lr: 4.939e-02, eta: 2 days, 12:59:08, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6906, loss_cls: 2.4344, loss: 2.4344, grad_norm: 2.6650 2021-07-10 05:05:40,045 - mmaction - INFO - Epoch [130][960/1879] lr: 4.939e-02, eta: 2 days, 12:58:49, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6980, loss_cls: 2.4605, loss: 2.4605, grad_norm: 2.6874 2021-07-10 05:05:57,404 - mmaction - INFO - Epoch [130][980/1879] lr: 4.939e-02, eta: 2 days, 12:58:29, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4578, top5_acc: 0.7070, loss_cls: 2.3937, loss: 2.3937, grad_norm: 2.6983 2021-07-10 05:06:14,933 - mmaction - INFO - Epoch [130][1000/1879] lr: 4.939e-02, eta: 2 days, 12:58:10, time: 0.878, data_time: 0.006, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6871, loss_cls: 2.4227, loss: 2.4227, grad_norm: 2.7068 2021-07-10 05:06:32,350 - mmaction - INFO - Epoch [130][1020/1879] lr: 4.939e-02, eta: 2 days, 12:57:50, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6867, loss_cls: 2.4423, loss: 2.4423, grad_norm: 2.7328 2021-07-10 05:06:49,791 - mmaction - INFO - Epoch [130][1040/1879] lr: 4.939e-02, eta: 2 days, 12:57:31, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6926, loss_cls: 2.4215, loss: 2.4215, grad_norm: 2.6953 2021-07-10 05:07:07,194 - mmaction - INFO - Epoch [130][1060/1879] lr: 4.939e-02, eta: 2 days, 12:57:11, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6902, loss_cls: 2.4310, loss: 2.4310, grad_norm: 2.6866 2021-07-10 05:07:24,613 - mmaction - INFO - Epoch [130][1080/1879] lr: 4.939e-02, eta: 2 days, 12:56:52, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6898, loss_cls: 2.4535, loss: 2.4535, grad_norm: 2.7256 2021-07-10 05:07:42,067 - mmaction - INFO - Epoch [130][1100/1879] lr: 4.939e-02, eta: 2 days, 12:56:32, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6891, loss_cls: 2.4504, loss: 2.4504, grad_norm: 2.6962 2021-07-10 05:07:59,666 - mmaction - INFO - Epoch [130][1120/1879] lr: 4.939e-02, eta: 2 days, 12:56:13, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6793, loss_cls: 2.4906, loss: 2.4906, grad_norm: 2.7100 2021-07-10 05:08:17,020 - mmaction - INFO - Epoch [130][1140/1879] lr: 4.939e-02, eta: 2 days, 12:55:53, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4695, top5_acc: 0.6934, loss_cls: 2.4012, loss: 2.4012, grad_norm: 2.6284 2021-07-10 05:08:34,430 - mmaction - INFO - Epoch [130][1160/1879] lr: 4.939e-02, eta: 2 days, 12:55:34, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6891, loss_cls: 2.4934, loss: 2.4934, grad_norm: 2.7726 2021-07-10 05:08:51,902 - mmaction - INFO - Epoch [130][1180/1879] lr: 4.939e-02, eta: 2 days, 12:55:14, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6879, loss_cls: 2.4766, loss: 2.4766, grad_norm: 2.7218 2021-07-10 05:09:09,222 - mmaction - INFO - Epoch [130][1200/1879] lr: 4.939e-02, eta: 2 days, 12:54:55, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4320, top5_acc: 0.6844, loss_cls: 2.5013, loss: 2.5013, grad_norm: 2.7415 2021-07-10 05:09:26,693 - mmaction - INFO - Epoch [130][1220/1879] lr: 4.939e-02, eta: 2 days, 12:54:35, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6965, loss_cls: 2.4186, loss: 2.4186, grad_norm: 2.6826 2021-07-10 05:09:44,120 - mmaction - INFO - Epoch [130][1240/1879] lr: 4.939e-02, eta: 2 days, 12:54:16, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6813, loss_cls: 2.4881, loss: 2.4881, grad_norm: 2.7264 2021-07-10 05:10:01,674 - mmaction - INFO - Epoch [130][1260/1879] lr: 4.939e-02, eta: 2 days, 12:53:57, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6926, loss_cls: 2.4767, loss: 2.4767, grad_norm: 2.6904 2021-07-10 05:10:19,107 - mmaction - INFO - Epoch [130][1280/1879] lr: 4.939e-02, eta: 2 days, 12:53:37, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6777, loss_cls: 2.5202, loss: 2.5202, grad_norm: 2.7570 2021-07-10 05:10:36,409 - mmaction - INFO - Epoch [130][1300/1879] lr: 4.939e-02, eta: 2 days, 12:53:17, time: 0.863, data_time: 0.003, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7129, loss_cls: 2.3596, loss: 2.3596, grad_norm: 2.6267 2021-07-10 05:10:53,844 - mmaction - INFO - Epoch [130][1320/1879] lr: 4.939e-02, eta: 2 days, 12:52:58, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6910, loss_cls: 2.4437, loss: 2.4437, grad_norm: 2.7101 2021-07-10 05:11:11,322 - mmaction - INFO - Epoch [130][1340/1879] lr: 4.939e-02, eta: 2 days, 12:52:39, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7004, loss_cls: 2.4222, loss: 2.4222, grad_norm: 2.6648 2021-07-10 05:11:28,865 - mmaction - INFO - Epoch [130][1360/1879] lr: 4.939e-02, eta: 2 days, 12:52:19, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7055, loss_cls: 2.3447, loss: 2.3447, grad_norm: 2.6877 2021-07-10 05:11:46,243 - mmaction - INFO - Epoch [130][1380/1879] lr: 4.939e-02, eta: 2 days, 12:52:00, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4703, top5_acc: 0.6965, loss_cls: 2.3917, loss: 2.3917, grad_norm: 2.6942 2021-07-10 05:12:03,760 - mmaction - INFO - Epoch [130][1400/1879] lr: 4.939e-02, eta: 2 days, 12:51:40, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6930, loss_cls: 2.4437, loss: 2.4437, grad_norm: 2.7747 2021-07-10 05:12:21,175 - mmaction - INFO - Epoch [130][1420/1879] lr: 4.939e-02, eta: 2 days, 12:51:21, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6906, loss_cls: 2.4549, loss: 2.4549, grad_norm: 2.7429 2021-07-10 05:12:38,661 - mmaction - INFO - Epoch [130][1440/1879] lr: 4.939e-02, eta: 2 days, 12:51:01, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6945, loss_cls: 2.4288, loss: 2.4288, grad_norm: 2.7294 2021-07-10 05:12:56,186 - mmaction - INFO - Epoch [130][1460/1879] lr: 4.939e-02, eta: 2 days, 12:50:42, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4246, top5_acc: 0.6723, loss_cls: 2.5495, loss: 2.5495, grad_norm: 2.7058 2021-07-10 05:13:13,574 - mmaction - INFO - Epoch [130][1480/1879] lr: 4.939e-02, eta: 2 days, 12:50:22, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6770, loss_cls: 2.4945, loss: 2.4945, grad_norm: 2.7372 2021-07-10 05:13:30,901 - mmaction - INFO - Epoch [130][1500/1879] lr: 4.939e-02, eta: 2 days, 12:50:03, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6902, loss_cls: 2.4640, loss: 2.4640, grad_norm: 2.7150 2021-07-10 05:13:48,503 - mmaction - INFO - Epoch [130][1520/1879] lr: 4.939e-02, eta: 2 days, 12:49:43, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6770, loss_cls: 2.5223, loss: 2.5223, grad_norm: 2.7828 2021-07-10 05:14:05,994 - mmaction - INFO - Epoch [130][1540/1879] lr: 4.939e-02, eta: 2 days, 12:49:24, time: 0.877, data_time: 0.006, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7004, loss_cls: 2.3607, loss: 2.3607, grad_norm: 2.7112 2021-07-10 05:14:23,465 - mmaction - INFO - Epoch [130][1560/1879] lr: 4.939e-02, eta: 2 days, 12:49:05, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6781, loss_cls: 2.5197, loss: 2.5197, grad_norm: 2.7579 2021-07-10 05:14:41,020 - mmaction - INFO - Epoch [130][1580/1879] lr: 4.939e-02, eta: 2 days, 12:48:45, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7082, loss_cls: 2.3764, loss: 2.3764, grad_norm: 2.7160 2021-07-10 05:14:58,531 - mmaction - INFO - Epoch [130][1600/1879] lr: 4.939e-02, eta: 2 days, 12:48:26, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6836, loss_cls: 2.4636, loss: 2.4636, grad_norm: 2.7130 2021-07-10 05:15:16,057 - mmaction - INFO - Epoch [130][1620/1879] lr: 4.939e-02, eta: 2 days, 12:48:06, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6785, loss_cls: 2.5110, loss: 2.5110, grad_norm: 2.7188 2021-07-10 05:15:33,590 - mmaction - INFO - Epoch [130][1640/1879] lr: 4.939e-02, eta: 2 days, 12:47:47, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6949, loss_cls: 2.3870, loss: 2.3870, grad_norm: 2.7092 2021-07-10 05:15:50,907 - mmaction - INFO - Epoch [130][1660/1879] lr: 4.939e-02, eta: 2 days, 12:47:28, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6840, loss_cls: 2.4708, loss: 2.4708, grad_norm: 2.7540 2021-07-10 05:16:08,476 - mmaction - INFO - Epoch [130][1680/1879] lr: 4.939e-02, eta: 2 days, 12:47:08, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6918, loss_cls: 2.4573, loss: 2.4573, grad_norm: 2.7073 2021-07-10 05:16:26,002 - mmaction - INFO - Epoch [130][1700/1879] lr: 4.939e-02, eta: 2 days, 12:46:49, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6930, loss_cls: 2.4372, loss: 2.4372, grad_norm: 2.7467 2021-07-10 05:16:43,462 - mmaction - INFO - Epoch [130][1720/1879] lr: 4.939e-02, eta: 2 days, 12:46:29, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6945, loss_cls: 2.4802, loss: 2.4802, grad_norm: 2.6840 2021-07-10 05:17:00,893 - mmaction - INFO - Epoch [130][1740/1879] lr: 4.939e-02, eta: 2 days, 12:46:10, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6867, loss_cls: 2.4501, loss: 2.4501, grad_norm: 2.7034 2021-07-10 05:17:18,485 - mmaction - INFO - Epoch [130][1760/1879] lr: 4.939e-02, eta: 2 days, 12:45:51, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4316, top5_acc: 0.6910, loss_cls: 2.4727, loss: 2.4727, grad_norm: 2.7652 2021-07-10 05:17:35,925 - mmaction - INFO - Epoch [130][1780/1879] lr: 4.939e-02, eta: 2 days, 12:45:31, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6836, loss_cls: 2.4428, loss: 2.4428, grad_norm: 2.7132 2021-07-10 05:17:53,324 - mmaction - INFO - Epoch [130][1800/1879] lr: 4.939e-02, eta: 2 days, 12:45:12, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6941, loss_cls: 2.4626, loss: 2.4626, grad_norm: 2.6117 2021-07-10 05:18:10,756 - mmaction - INFO - Epoch [130][1820/1879] lr: 4.939e-02, eta: 2 days, 12:44:52, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6996, loss_cls: 2.3885, loss: 2.3885, grad_norm: 2.7405 2021-07-10 05:18:28,277 - mmaction - INFO - Epoch [130][1840/1879] lr: 4.939e-02, eta: 2 days, 12:44:33, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6910, loss_cls: 2.4572, loss: 2.4572, grad_norm: 2.7809 2021-07-10 05:18:45,684 - mmaction - INFO - Epoch [130][1860/1879] lr: 4.939e-02, eta: 2 days, 12:44:13, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6816, loss_cls: 2.5027, loss: 2.5027, grad_norm: 2.7282 2021-07-10 05:22:02,009 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-10 05:22:02,751 - mmaction - INFO - top1_acc 0.5079 top5_acc 0.7690 2021-07-10 05:22:02,751 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-10 05:22:02,824 - mmaction - INFO - mean_acc 0.5078 2021-07-10 05:22:03,835 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_130.pth. 2021-07-10 05:22:03,835 - mmaction - INFO - Best top1_acc is 0.5079 at 130 epoch. 2021-07-10 05:22:03,842 - mmaction - INFO - Epoch(val) [130][155] top1_acc: 0.5079, top5_acc: 0.7690, mean_class_accuracy: 0.5078 2021-07-10 05:23:32,682 - mmaction - INFO - Epoch [131][20/1879] lr: 4.877e-02, eta: 2 days, 12:44:28, time: 4.439, data_time: 3.264, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6965, loss_cls: 2.4209, loss: 2.4209, grad_norm: 2.6749 2021-07-10 05:23:49,687 - mmaction - INFO - Epoch [131][40/1879] lr: 4.877e-02, eta: 2 days, 12:44:08, time: 0.849, data_time: 0.004, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6898, loss_cls: 2.4104, loss: 2.4104, grad_norm: 2.6989 2021-07-10 05:24:06,844 - mmaction - INFO - Epoch [131][60/1879] lr: 4.877e-02, eta: 2 days, 12:43:49, time: 0.859, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6988, loss_cls: 2.3956, loss: 2.3956, grad_norm: 2.7180 2021-07-10 05:24:24,270 - mmaction - INFO - Epoch [131][80/1879] lr: 4.877e-02, eta: 2 days, 12:43:29, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6977, loss_cls: 2.4286, loss: 2.4286, grad_norm: 2.7638 2021-07-10 05:24:41,597 - mmaction - INFO - Epoch [131][100/1879] lr: 4.877e-02, eta: 2 days, 12:43:10, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6914, loss_cls: 2.4330, loss: 2.4330, grad_norm: 2.7826 2021-07-10 05:24:58,920 - mmaction - INFO - Epoch [131][120/1879] lr: 4.877e-02, eta: 2 days, 12:42:50, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.4668, top5_acc: 0.7066, loss_cls: 2.3804, loss: 2.3804, grad_norm: 2.6948 2021-07-10 05:25:16,412 - mmaction - INFO - Epoch [131][140/1879] lr: 4.877e-02, eta: 2 days, 12:42:31, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7082, loss_cls: 2.3737, loss: 2.3737, grad_norm: 2.7775 2021-07-10 05:25:33,863 - mmaction - INFO - Epoch [131][160/1879] lr: 4.877e-02, eta: 2 days, 12:42:11, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6887, loss_cls: 2.4785, loss: 2.4785, grad_norm: 2.8028 2021-07-10 05:25:51,320 - mmaction - INFO - Epoch [131][180/1879] lr: 4.877e-02, eta: 2 days, 12:41:52, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6898, loss_cls: 2.4665, loss: 2.4665, grad_norm: 2.7438 2021-07-10 05:26:08,724 - mmaction - INFO - Epoch [131][200/1879] lr: 4.877e-02, eta: 2 days, 12:41:32, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4648, top5_acc: 0.6914, loss_cls: 2.3992, loss: 2.3992, grad_norm: 2.6829 2021-07-10 05:26:26,205 - mmaction - INFO - Epoch [131][220/1879] lr: 4.877e-02, eta: 2 days, 12:41:13, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6848, loss_cls: 2.4523, loss: 2.4523, grad_norm: 2.7721 2021-07-10 05:26:43,622 - mmaction - INFO - Epoch [131][240/1879] lr: 4.877e-02, eta: 2 days, 12:40:53, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4656, top5_acc: 0.6984, loss_cls: 2.4169, loss: 2.4169, grad_norm: 2.6758 2021-07-10 05:27:00,956 - mmaction - INFO - Epoch [131][260/1879] lr: 4.877e-02, eta: 2 days, 12:40:34, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6949, loss_cls: 2.4561, loss: 2.4561, grad_norm: 2.7349 2021-07-10 05:27:18,392 - mmaction - INFO - Epoch [131][280/1879] lr: 4.877e-02, eta: 2 days, 12:40:14, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6813, loss_cls: 2.4728, loss: 2.4728, grad_norm: 2.7724 2021-07-10 05:27:35,844 - mmaction - INFO - Epoch [131][300/1879] lr: 4.877e-02, eta: 2 days, 12:39:55, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6910, loss_cls: 2.4608, loss: 2.4608, grad_norm: 2.7958 2021-07-10 05:27:53,402 - mmaction - INFO - Epoch [131][320/1879] lr: 4.877e-02, eta: 2 days, 12:39:35, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6887, loss_cls: 2.4003, loss: 2.4003, grad_norm: 2.6950 2021-07-10 05:28:10,868 - mmaction - INFO - Epoch [131][340/1879] lr: 4.877e-02, eta: 2 days, 12:39:16, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4297, top5_acc: 0.6781, loss_cls: 2.5113, loss: 2.5113, grad_norm: 2.7330 2021-07-10 05:28:28,399 - mmaction - INFO - Epoch [131][360/1879] lr: 4.877e-02, eta: 2 days, 12:38:56, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6945, loss_cls: 2.4151, loss: 2.4151, grad_norm: 2.7073 2021-07-10 05:28:45,785 - mmaction - INFO - Epoch [131][380/1879] lr: 4.877e-02, eta: 2 days, 12:38:37, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6977, loss_cls: 2.4193, loss: 2.4193, grad_norm: 2.6965 2021-07-10 05:29:03,240 - mmaction - INFO - Epoch [131][400/1879] lr: 4.877e-02, eta: 2 days, 12:38:18, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6980, loss_cls: 2.4259, loss: 2.4259, grad_norm: 2.7116 2021-07-10 05:29:20,667 - mmaction - INFO - Epoch [131][420/1879] lr: 4.877e-02, eta: 2 days, 12:37:58, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4535, top5_acc: 0.7090, loss_cls: 2.3822, loss: 2.3822, grad_norm: 2.7129 2021-07-10 05:29:38,068 - mmaction - INFO - Epoch [131][440/1879] lr: 4.877e-02, eta: 2 days, 12:37:39, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6828, loss_cls: 2.4818, loss: 2.4818, grad_norm: 2.7451 2021-07-10 05:29:55,705 - mmaction - INFO - Epoch [131][460/1879] lr: 4.877e-02, eta: 2 days, 12:37:19, time: 0.881, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6871, loss_cls: 2.4938, loss: 2.4938, grad_norm: 2.6652 2021-07-10 05:30:13,141 - mmaction - INFO - Epoch [131][480/1879] lr: 4.877e-02, eta: 2 days, 12:37:00, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4605, top5_acc: 0.6965, loss_cls: 2.4159, loss: 2.4159, grad_norm: 2.6567 2021-07-10 05:30:30,471 - mmaction - INFO - Epoch [131][500/1879] lr: 4.877e-02, eta: 2 days, 12:36:40, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4664, top5_acc: 0.6941, loss_cls: 2.4032, loss: 2.4032, grad_norm: 2.7089 2021-07-10 05:30:47,893 - mmaction - INFO - Epoch [131][520/1879] lr: 4.877e-02, eta: 2 days, 12:36:21, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6953, loss_cls: 2.4205, loss: 2.4205, grad_norm: 2.7460 2021-07-10 05:31:05,284 - mmaction - INFO - Epoch [131][540/1879] lr: 4.877e-02, eta: 2 days, 12:36:01, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6902, loss_cls: 2.4699, loss: 2.4699, grad_norm: 2.6864 2021-07-10 05:31:22,706 - mmaction - INFO - Epoch [131][560/1879] lr: 4.877e-02, eta: 2 days, 12:35:42, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6844, loss_cls: 2.4646, loss: 2.4646, grad_norm: 2.6974 2021-07-10 05:31:40,141 - mmaction - INFO - Epoch [131][580/1879] lr: 4.877e-02, eta: 2 days, 12:35:22, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6766, loss_cls: 2.4762, loss: 2.4762, grad_norm: 2.7186 2021-07-10 05:31:57,502 - mmaction - INFO - Epoch [131][600/1879] lr: 4.877e-02, eta: 2 days, 12:35:03, time: 0.865, data_time: 0.001, memory: 6462, top1_acc: 0.4504, top5_acc: 0.7055, loss_cls: 2.4130, loss: 2.4130, grad_norm: 2.7235 2021-07-10 05:32:14,834 - mmaction - INFO - Epoch [131][620/1879] lr: 4.877e-02, eta: 2 days, 12:34:43, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7000, loss_cls: 2.4042, loss: 2.4042, grad_norm: 2.6162 2021-07-10 05:32:32,302 - mmaction - INFO - Epoch [131][640/1879] lr: 4.877e-02, eta: 2 days, 12:34:24, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7012, loss_cls: 2.3454, loss: 2.3454, grad_norm: 2.7216 2021-07-10 05:32:49,714 - mmaction - INFO - Epoch [131][660/1879] lr: 4.877e-02, eta: 2 days, 12:34:04, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7094, loss_cls: 2.3897, loss: 2.3897, grad_norm: 2.7253 2021-07-10 05:33:07,153 - mmaction - INFO - Epoch [131][680/1879] lr: 4.877e-02, eta: 2 days, 12:33:45, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4598, top5_acc: 0.6914, loss_cls: 2.4162, loss: 2.4162, grad_norm: 2.6946 2021-07-10 05:33:24,477 - mmaction - INFO - Epoch [131][700/1879] lr: 4.877e-02, eta: 2 days, 12:33:25, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6855, loss_cls: 2.4677, loss: 2.4677, grad_norm: 2.6932 2021-07-10 05:33:41,823 - mmaction - INFO - Epoch [131][720/1879] lr: 4.877e-02, eta: 2 days, 12:33:06, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6898, loss_cls: 2.4492, loss: 2.4492, grad_norm: 2.6946 2021-07-10 05:33:59,307 - mmaction - INFO - Epoch [131][740/1879] lr: 4.877e-02, eta: 2 days, 12:32:46, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6937, loss_cls: 2.4146, loss: 2.4146, grad_norm: 2.6682 2021-07-10 05:34:16,711 - mmaction - INFO - Epoch [131][760/1879] lr: 4.877e-02, eta: 2 days, 12:32:27, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4598, top5_acc: 0.6863, loss_cls: 2.4313, loss: 2.4313, grad_norm: 2.7289 2021-07-10 05:34:34,074 - mmaction - INFO - Epoch [131][780/1879] lr: 4.877e-02, eta: 2 days, 12:32:07, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6953, loss_cls: 2.4661, loss: 2.4661, grad_norm: 2.7606 2021-07-10 05:34:51,453 - mmaction - INFO - Epoch [131][800/1879] lr: 4.877e-02, eta: 2 days, 12:31:48, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6906, loss_cls: 2.4395, loss: 2.4395, grad_norm: 2.6964 2021-07-10 05:35:08,830 - mmaction - INFO - Epoch [131][820/1879] lr: 4.877e-02, eta: 2 days, 12:31:28, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4328, top5_acc: 0.6859, loss_cls: 2.5241, loss: 2.5241, grad_norm: 2.7438 2021-07-10 05:35:26,308 - mmaction - INFO - Epoch [131][840/1879] lr: 4.877e-02, eta: 2 days, 12:31:09, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4539, top5_acc: 0.7070, loss_cls: 2.4160, loss: 2.4160, grad_norm: 2.6982 2021-07-10 05:35:43,642 - mmaction - INFO - Epoch [131][860/1879] lr: 4.877e-02, eta: 2 days, 12:30:49, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6852, loss_cls: 2.4639, loss: 2.4639, grad_norm: 2.7625 2021-07-10 05:36:01,106 - mmaction - INFO - Epoch [131][880/1879] lr: 4.877e-02, eta: 2 days, 12:30:30, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6945, loss_cls: 2.4240, loss: 2.4240, grad_norm: 2.6761 2021-07-10 05:36:18,595 - mmaction - INFO - Epoch [131][900/1879] lr: 4.877e-02, eta: 2 days, 12:30:10, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4441, top5_acc: 0.7020, loss_cls: 2.4167, loss: 2.4167, grad_norm: 2.7474 2021-07-10 05:36:35,947 - mmaction - INFO - Epoch [131][920/1879] lr: 4.877e-02, eta: 2 days, 12:29:51, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6957, loss_cls: 2.4863, loss: 2.4863, grad_norm: 2.7955 2021-07-10 05:36:53,455 - mmaction - INFO - Epoch [131][940/1879] lr: 4.877e-02, eta: 2 days, 12:29:31, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6953, loss_cls: 2.4391, loss: 2.4391, grad_norm: 2.7723 2021-07-10 05:37:10,833 - mmaction - INFO - Epoch [131][960/1879] lr: 4.877e-02, eta: 2 days, 12:29:12, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6801, loss_cls: 2.4868, loss: 2.4868, grad_norm: 2.7290 2021-07-10 05:37:28,320 - mmaction - INFO - Epoch [131][980/1879] lr: 4.877e-02, eta: 2 days, 12:28:52, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7008, loss_cls: 2.3631, loss: 2.3631, grad_norm: 2.7195 2021-07-10 05:37:45,766 - mmaction - INFO - Epoch [131][1000/1879] lr: 4.877e-02, eta: 2 days, 12:28:33, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6988, loss_cls: 2.4034, loss: 2.4034, grad_norm: 2.6860 2021-07-10 05:38:03,206 - mmaction - INFO - Epoch [131][1020/1879] lr: 4.877e-02, eta: 2 days, 12:28:14, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6953, loss_cls: 2.4196, loss: 2.4196, grad_norm: 2.7671 2021-07-10 05:38:20,576 - mmaction - INFO - Epoch [131][1040/1879] lr: 4.877e-02, eta: 2 days, 12:27:54, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6902, loss_cls: 2.4752, loss: 2.4752, grad_norm: 2.7085 2021-07-10 05:38:37,924 - mmaction - INFO - Epoch [131][1060/1879] lr: 4.877e-02, eta: 2 days, 12:27:34, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6789, loss_cls: 2.4866, loss: 2.4866, grad_norm: 2.7202 2021-07-10 05:38:55,424 - mmaction - INFO - Epoch [131][1080/1879] lr: 4.877e-02, eta: 2 days, 12:27:15, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6906, loss_cls: 2.4624, loss: 2.4624, grad_norm: 2.6563 2021-07-10 05:39:12,847 - mmaction - INFO - Epoch [131][1100/1879] lr: 4.877e-02, eta: 2 days, 12:26:56, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4453, top5_acc: 0.7039, loss_cls: 2.4178, loss: 2.4178, grad_norm: 2.7774 2021-07-10 05:39:30,309 - mmaction - INFO - Epoch [131][1120/1879] lr: 4.877e-02, eta: 2 days, 12:26:36, time: 0.877, data_time: 0.007, memory: 6462, top1_acc: 0.4527, top5_acc: 0.7047, loss_cls: 2.3757, loss: 2.3757, grad_norm: 2.6660 2021-07-10 05:39:47,654 - mmaction - INFO - Epoch [131][1140/1879] lr: 4.877e-02, eta: 2 days, 12:26:17, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6793, loss_cls: 2.5364, loss: 2.5364, grad_norm: 2.6952 2021-07-10 05:40:05,131 - mmaction - INFO - Epoch [131][1160/1879] lr: 4.877e-02, eta: 2 days, 12:25:57, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6867, loss_cls: 2.4644, loss: 2.4644, grad_norm: 2.6859 2021-07-10 05:40:22,482 - mmaction - INFO - Epoch [131][1180/1879] lr: 4.877e-02, eta: 2 days, 12:25:38, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4578, top5_acc: 0.7016, loss_cls: 2.4205, loss: 2.4205, grad_norm: 2.6668 2021-07-10 05:40:39,910 - mmaction - INFO - Epoch [131][1200/1879] lr: 4.877e-02, eta: 2 days, 12:25:18, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7086, loss_cls: 2.3249, loss: 2.3249, grad_norm: 2.6997 2021-07-10 05:40:57,242 - mmaction - INFO - Epoch [131][1220/1879] lr: 4.877e-02, eta: 2 days, 12:24:59, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6918, loss_cls: 2.4891, loss: 2.4891, grad_norm: 2.6879 2021-07-10 05:41:14,742 - mmaction - INFO - Epoch [131][1240/1879] lr: 4.877e-02, eta: 2 days, 12:24:39, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7004, loss_cls: 2.3848, loss: 2.3848, grad_norm: 2.6889 2021-07-10 05:41:32,199 - mmaction - INFO - Epoch [131][1260/1879] lr: 4.877e-02, eta: 2 days, 12:24:20, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6977, loss_cls: 2.4233, loss: 2.4233, grad_norm: 2.7395 2021-07-10 05:41:49,555 - mmaction - INFO - Epoch [131][1280/1879] lr: 4.877e-02, eta: 2 days, 12:24:00, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.4045, loss: 2.4045, grad_norm: 2.7599 2021-07-10 05:42:07,016 - mmaction - INFO - Epoch [131][1300/1879] lr: 4.877e-02, eta: 2 days, 12:23:41, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4559, top5_acc: 0.7098, loss_cls: 2.3850, loss: 2.3850, grad_norm: 2.7587 2021-07-10 05:42:24,426 - mmaction - INFO - Epoch [131][1320/1879] lr: 4.877e-02, eta: 2 days, 12:23:21, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6906, loss_cls: 2.4348, loss: 2.4348, grad_norm: 2.7720 2021-07-10 05:42:41,773 - mmaction - INFO - Epoch [131][1340/1879] lr: 4.877e-02, eta: 2 days, 12:23:02, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4285, top5_acc: 0.6934, loss_cls: 2.4591, loss: 2.4591, grad_norm: 2.7943 2021-07-10 05:42:59,157 - mmaction - INFO - Epoch [131][1360/1879] lr: 4.877e-02, eta: 2 days, 12:22:42, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6848, loss_cls: 2.4851, loss: 2.4851, grad_norm: 2.7709 2021-07-10 05:43:16,615 - mmaction - INFO - Epoch [131][1380/1879] lr: 4.877e-02, eta: 2 days, 12:22:23, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6824, loss_cls: 2.4800, loss: 2.4800, grad_norm: 2.7360 2021-07-10 05:43:34,068 - mmaction - INFO - Epoch [131][1400/1879] lr: 4.877e-02, eta: 2 days, 12:22:03, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6797, loss_cls: 2.4890, loss: 2.4890, grad_norm: 2.7754 2021-07-10 05:43:51,440 - mmaction - INFO - Epoch [131][1420/1879] lr: 4.877e-02, eta: 2 days, 12:21:44, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6805, loss_cls: 2.5079, loss: 2.5079, grad_norm: 2.7720 2021-07-10 05:44:08,940 - mmaction - INFO - Epoch [131][1440/1879] lr: 4.877e-02, eta: 2 days, 12:21:24, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6879, loss_cls: 2.4893, loss: 2.4893, grad_norm: 2.6733 2021-07-10 05:44:26,298 - mmaction - INFO - Epoch [131][1460/1879] lr: 4.877e-02, eta: 2 days, 12:21:05, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6871, loss_cls: 2.4810, loss: 2.4810, grad_norm: 2.7169 2021-07-10 05:44:43,778 - mmaction - INFO - Epoch [131][1480/1879] lr: 4.877e-02, eta: 2 days, 12:20:46, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6824, loss_cls: 2.4987, loss: 2.4987, grad_norm: 2.7247 2021-07-10 05:45:01,260 - mmaction - INFO - Epoch [131][1500/1879] lr: 4.877e-02, eta: 2 days, 12:20:26, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7020, loss_cls: 2.3940, loss: 2.3940, grad_norm: 2.6820 2021-07-10 05:45:18,680 - mmaction - INFO - Epoch [131][1520/1879] lr: 4.877e-02, eta: 2 days, 12:20:07, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6996, loss_cls: 2.4362, loss: 2.4362, grad_norm: 2.7423 2021-07-10 05:45:36,213 - mmaction - INFO - Epoch [131][1540/1879] lr: 4.877e-02, eta: 2 days, 12:19:47, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6789, loss_cls: 2.4680, loss: 2.4680, grad_norm: 2.7211 2021-07-10 05:45:53,676 - mmaction - INFO - Epoch [131][1560/1879] lr: 4.877e-02, eta: 2 days, 12:19:28, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4324, top5_acc: 0.6637, loss_cls: 2.5420, loss: 2.5420, grad_norm: 2.7230 2021-07-10 05:46:11,039 - mmaction - INFO - Epoch [131][1580/1879] lr: 4.877e-02, eta: 2 days, 12:19:08, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4441, top5_acc: 0.7016, loss_cls: 2.4451, loss: 2.4451, grad_norm: 2.7490 2021-07-10 05:46:28,407 - mmaction - INFO - Epoch [131][1600/1879] lr: 4.877e-02, eta: 2 days, 12:18:49, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7031, loss_cls: 2.4096, loss: 2.4096, grad_norm: 2.7102 2021-07-10 05:46:45,873 - mmaction - INFO - Epoch [131][1620/1879] lr: 4.877e-02, eta: 2 days, 12:18:29, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6895, loss_cls: 2.4099, loss: 2.4099, grad_norm: 2.7040 2021-07-10 05:47:03,403 - mmaction - INFO - Epoch [131][1640/1879] lr: 4.877e-02, eta: 2 days, 12:18:10, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6766, loss_cls: 2.4772, loss: 2.4772, grad_norm: 2.7202 2021-07-10 05:47:20,782 - mmaction - INFO - Epoch [131][1660/1879] lr: 4.877e-02, eta: 2 days, 12:17:51, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6805, loss_cls: 2.4596, loss: 2.4596, grad_norm: 2.7123 2021-07-10 05:47:38,190 - mmaction - INFO - Epoch [131][1680/1879] lr: 4.877e-02, eta: 2 days, 12:17:31, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6863, loss_cls: 2.4459, loss: 2.4459, grad_norm: 2.7228 2021-07-10 05:47:55,561 - mmaction - INFO - Epoch [131][1700/1879] lr: 4.877e-02, eta: 2 days, 12:17:12, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6895, loss_cls: 2.4771, loss: 2.4771, grad_norm: 2.7937 2021-07-10 05:48:12,901 - mmaction - INFO - Epoch [131][1720/1879] lr: 4.877e-02, eta: 2 days, 12:16:52, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6805, loss_cls: 2.4435, loss: 2.4435, grad_norm: 2.7525 2021-07-10 05:48:30,180 - mmaction - INFO - Epoch [131][1740/1879] lr: 4.877e-02, eta: 2 days, 12:16:32, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.4414, top5_acc: 0.6824, loss_cls: 2.5150, loss: 2.5150, grad_norm: 2.7275 2021-07-10 05:48:47,581 - mmaction - INFO - Epoch [131][1760/1879] lr: 4.877e-02, eta: 2 days, 12:16:13, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6816, loss_cls: 2.5034, loss: 2.5034, grad_norm: 2.6935 2021-07-10 05:49:04,991 - mmaction - INFO - Epoch [131][1780/1879] lr: 4.877e-02, eta: 2 days, 12:15:53, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6867, loss_cls: 2.4897, loss: 2.4897, grad_norm: 2.7225 2021-07-10 05:49:22,462 - mmaction - INFO - Epoch [131][1800/1879] lr: 4.877e-02, eta: 2 days, 12:15:34, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6875, loss_cls: 2.4452, loss: 2.4452, grad_norm: 2.7107 2021-07-10 05:49:39,829 - mmaction - INFO - Epoch [131][1820/1879] lr: 4.877e-02, eta: 2 days, 12:15:15, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7133, loss_cls: 2.3771, loss: 2.3771, grad_norm: 2.6681 2021-07-10 05:49:57,240 - mmaction - INFO - Epoch [131][1840/1879] lr: 4.877e-02, eta: 2 days, 12:14:55, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6910, loss_cls: 2.4375, loss: 2.4375, grad_norm: 2.7049 2021-07-10 05:50:14,705 - mmaction - INFO - Epoch [131][1860/1879] lr: 4.877e-02, eta: 2 days, 12:14:36, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4520, top5_acc: 0.7023, loss_cls: 2.4283, loss: 2.4283, grad_norm: 2.7494 2021-07-10 05:52:05,081 - mmaction - INFO - Epoch [132][20/1879] lr: 4.816e-02, eta: 2 days, 12:14:54, time: 4.661, data_time: 3.430, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6922, loss_cls: 2.4027, loss: 2.4027, grad_norm: 2.7028 2021-07-10 05:52:22,363 - mmaction - INFO - Epoch [132][40/1879] lr: 4.816e-02, eta: 2 days, 12:14:35, time: 0.864, data_time: 0.008, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6965, loss_cls: 2.3878, loss: 2.3878, grad_norm: 2.6274 2021-07-10 05:52:39,700 - mmaction - INFO - Epoch [132][60/1879] lr: 4.816e-02, eta: 2 days, 12:14:15, time: 0.867, data_time: 0.004, memory: 6462, top1_acc: 0.4813, top5_acc: 0.7145, loss_cls: 2.3187, loss: 2.3187, grad_norm: 2.6895 2021-07-10 05:52:57,076 - mmaction - INFO - Epoch [132][80/1879] lr: 4.816e-02, eta: 2 days, 12:13:55, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7090, loss_cls: 2.3805, loss: 2.3805, grad_norm: 2.6791 2021-07-10 05:53:14,490 - mmaction - INFO - Epoch [132][100/1879] lr: 4.816e-02, eta: 2 days, 12:13:36, time: 0.872, data_time: 0.007, memory: 6462, top1_acc: 0.4559, top5_acc: 0.7023, loss_cls: 2.4006, loss: 2.4006, grad_norm: 2.7124 2021-07-10 05:53:32,021 - mmaction - INFO - Epoch [132][120/1879] lr: 4.816e-02, eta: 2 days, 12:13:17, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6914, loss_cls: 2.4102, loss: 2.4102, grad_norm: 2.7323 2021-07-10 05:53:49,500 - mmaction - INFO - Epoch [132][140/1879] lr: 4.816e-02, eta: 2 days, 12:12:57, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4383, top5_acc: 0.6813, loss_cls: 2.4575, loss: 2.4575, grad_norm: 2.7131 2021-07-10 05:54:06,913 - mmaction - INFO - Epoch [132][160/1879] lr: 4.816e-02, eta: 2 days, 12:12:38, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4707, top5_acc: 0.6914, loss_cls: 2.3978, loss: 2.3978, grad_norm: 2.6572 2021-07-10 05:54:24,397 - mmaction - INFO - Epoch [132][180/1879] lr: 4.816e-02, eta: 2 days, 12:12:18, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6910, loss_cls: 2.4499, loss: 2.4499, grad_norm: 2.6806 2021-07-10 05:54:41,935 - mmaction - INFO - Epoch [132][200/1879] lr: 4.816e-02, eta: 2 days, 12:11:59, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6891, loss_cls: 2.4382, loss: 2.4382, grad_norm: 2.6625 2021-07-10 05:54:59,472 - mmaction - INFO - Epoch [132][220/1879] lr: 4.816e-02, eta: 2 days, 12:11:40, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6895, loss_cls: 2.4546, loss: 2.4546, grad_norm: 2.7170 2021-07-10 05:55:16,826 - mmaction - INFO - Epoch [132][240/1879] lr: 4.816e-02, eta: 2 days, 12:11:20, time: 0.867, data_time: 0.003, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6937, loss_cls: 2.4438, loss: 2.4438, grad_norm: 2.7337 2021-07-10 05:55:34,256 - mmaction - INFO - Epoch [132][260/1879] lr: 4.816e-02, eta: 2 days, 12:11:01, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4562, top5_acc: 0.7063, loss_cls: 2.3977, loss: 2.3977, grad_norm: 2.7538 2021-07-10 05:55:51,820 - mmaction - INFO - Epoch [132][280/1879] lr: 4.816e-02, eta: 2 days, 12:10:41, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6895, loss_cls: 2.4574, loss: 2.4574, grad_norm: 2.7745 2021-07-10 05:56:09,261 - mmaction - INFO - Epoch [132][300/1879] lr: 4.816e-02, eta: 2 days, 12:10:22, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7063, loss_cls: 2.4219, loss: 2.4219, grad_norm: 2.7562 2021-07-10 05:56:26,756 - mmaction - INFO - Epoch [132][320/1879] lr: 4.816e-02, eta: 2 days, 12:10:02, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6844, loss_cls: 2.4769, loss: 2.4769, grad_norm: 2.7802 2021-07-10 05:56:44,183 - mmaction - INFO - Epoch [132][340/1879] lr: 4.816e-02, eta: 2 days, 12:09:43, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6953, loss_cls: 2.4236, loss: 2.4236, grad_norm: 2.6630 2021-07-10 05:57:01,664 - mmaction - INFO - Epoch [132][360/1879] lr: 4.816e-02, eta: 2 days, 12:09:24, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4547, top5_acc: 0.7023, loss_cls: 2.3942, loss: 2.3942, grad_norm: 2.6508 2021-07-10 05:57:19,001 - mmaction - INFO - Epoch [132][380/1879] lr: 4.816e-02, eta: 2 days, 12:09:04, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7020, loss_cls: 2.3392, loss: 2.3392, grad_norm: 2.7720 2021-07-10 05:57:36,496 - mmaction - INFO - Epoch [132][400/1879] lr: 4.816e-02, eta: 2 days, 12:08:45, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6934, loss_cls: 2.4760, loss: 2.4760, grad_norm: 2.8163 2021-07-10 05:57:54,026 - mmaction - INFO - Epoch [132][420/1879] lr: 4.816e-02, eta: 2 days, 12:08:25, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6953, loss_cls: 2.4012, loss: 2.4012, grad_norm: 2.6918 2021-07-10 05:58:11,616 - mmaction - INFO - Epoch [132][440/1879] lr: 4.816e-02, eta: 2 days, 12:08:06, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4211, top5_acc: 0.6840, loss_cls: 2.4935, loss: 2.4935, grad_norm: 2.7037 2021-07-10 05:58:29,053 - mmaction - INFO - Epoch [132][460/1879] lr: 4.816e-02, eta: 2 days, 12:07:46, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6949, loss_cls: 2.4075, loss: 2.4075, grad_norm: 2.6943 2021-07-10 05:58:46,510 - mmaction - INFO - Epoch [132][480/1879] lr: 4.816e-02, eta: 2 days, 12:07:27, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4508, top5_acc: 0.7039, loss_cls: 2.4066, loss: 2.4066, grad_norm: 2.7803 2021-07-10 05:59:03,976 - mmaction - INFO - Epoch [132][500/1879] lr: 4.816e-02, eta: 2 days, 12:07:08, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6988, loss_cls: 2.4325, loss: 2.4325, grad_norm: 2.7380 2021-07-10 05:59:21,435 - mmaction - INFO - Epoch [132][520/1879] lr: 4.816e-02, eta: 2 days, 12:06:48, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6910, loss_cls: 2.4049, loss: 2.4049, grad_norm: 2.7339 2021-07-10 05:59:38,859 - mmaction - INFO - Epoch [132][540/1879] lr: 4.816e-02, eta: 2 days, 12:06:29, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7020, loss_cls: 2.3487, loss: 2.3487, grad_norm: 2.6932 2021-07-10 05:59:56,329 - mmaction - INFO - Epoch [132][560/1879] lr: 4.816e-02, eta: 2 days, 12:06:09, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6926, loss_cls: 2.4083, loss: 2.4083, grad_norm: 2.7276 2021-07-10 06:00:17,370 - mmaction - INFO - Epoch [132][580/1879] lr: 4.816e-02, eta: 2 days, 12:05:53, time: 1.052, data_time: 0.004, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6988, loss_cls: 2.4068, loss: 2.4068, grad_norm: 2.7370 2021-07-10 06:00:34,885 - mmaction - INFO - Epoch [132][600/1879] lr: 4.816e-02, eta: 2 days, 12:05:34, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4500, top5_acc: 0.7012, loss_cls: 2.3913, loss: 2.3913, grad_norm: 2.7231 2021-07-10 06:00:52,346 - mmaction - INFO - Epoch [132][620/1879] lr: 4.816e-02, eta: 2 days, 12:05:15, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7035, loss_cls: 2.3906, loss: 2.3906, grad_norm: 2.7042 2021-07-10 06:01:09,810 - mmaction - INFO - Epoch [132][640/1879] lr: 4.816e-02, eta: 2 days, 12:04:55, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6891, loss_cls: 2.4301, loss: 2.4301, grad_norm: 2.7693 2021-07-10 06:01:27,386 - mmaction - INFO - Epoch [132][660/1879] lr: 4.816e-02, eta: 2 days, 12:04:36, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6910, loss_cls: 2.4488, loss: 2.4488, grad_norm: 2.7628 2021-07-10 06:01:44,883 - mmaction - INFO - Epoch [132][680/1879] lr: 4.816e-02, eta: 2 days, 12:04:16, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6906, loss_cls: 2.4402, loss: 2.4402, grad_norm: 2.7158 2021-07-10 06:02:02,483 - mmaction - INFO - Epoch [132][700/1879] lr: 4.816e-02, eta: 2 days, 12:03:57, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7035, loss_cls: 2.3600, loss: 2.3600, grad_norm: 2.7308 2021-07-10 06:02:19,748 - mmaction - INFO - Epoch [132][720/1879] lr: 4.816e-02, eta: 2 days, 12:03:38, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6980, loss_cls: 2.3914, loss: 2.3914, grad_norm: 2.7820 2021-07-10 06:02:37,127 - mmaction - INFO - Epoch [132][740/1879] lr: 4.816e-02, eta: 2 days, 12:03:18, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7066, loss_cls: 2.3621, loss: 2.3621, grad_norm: 2.7336 2021-07-10 06:02:54,711 - mmaction - INFO - Epoch [132][760/1879] lr: 4.816e-02, eta: 2 days, 12:02:59, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6805, loss_cls: 2.4012, loss: 2.4012, grad_norm: 2.6961 2021-07-10 06:03:12,112 - mmaction - INFO - Epoch [132][780/1879] lr: 4.816e-02, eta: 2 days, 12:02:39, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6930, loss_cls: 2.4476, loss: 2.4476, grad_norm: 2.6880 2021-07-10 06:03:29,679 - mmaction - INFO - Epoch [132][800/1879] lr: 4.816e-02, eta: 2 days, 12:02:20, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7066, loss_cls: 2.3803, loss: 2.3803, grad_norm: 2.6811 2021-07-10 06:03:47,129 - mmaction - INFO - Epoch [132][820/1879] lr: 4.816e-02, eta: 2 days, 12:02:00, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4676, top5_acc: 0.6977, loss_cls: 2.4031, loss: 2.4031, grad_norm: 2.7324 2021-07-10 06:04:04,552 - mmaction - INFO - Epoch [132][840/1879] lr: 4.816e-02, eta: 2 days, 12:01:41, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6992, loss_cls: 2.4486, loss: 2.4486, grad_norm: 2.7608 2021-07-10 06:04:21,979 - mmaction - INFO - Epoch [132][860/1879] lr: 4.816e-02, eta: 2 days, 12:01:22, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6961, loss_cls: 2.3991, loss: 2.3991, grad_norm: 2.7299 2021-07-10 06:04:39,335 - mmaction - INFO - Epoch [132][880/1879] lr: 4.816e-02, eta: 2 days, 12:01:02, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6785, loss_cls: 2.5273, loss: 2.5273, grad_norm: 2.7330 2021-07-10 06:04:56,768 - mmaction - INFO - Epoch [132][900/1879] lr: 4.816e-02, eta: 2 days, 12:00:43, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6996, loss_cls: 2.3822, loss: 2.3822, grad_norm: 2.6923 2021-07-10 06:05:14,224 - mmaction - INFO - Epoch [132][920/1879] lr: 4.816e-02, eta: 2 days, 12:00:23, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6863, loss_cls: 2.4595, loss: 2.4595, grad_norm: 2.7784 2021-07-10 06:05:31,623 - mmaction - INFO - Epoch [132][940/1879] lr: 4.816e-02, eta: 2 days, 12:00:04, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6785, loss_cls: 2.5164, loss: 2.5164, grad_norm: 2.7505 2021-07-10 06:05:49,126 - mmaction - INFO - Epoch [132][960/1879] lr: 4.816e-02, eta: 2 days, 11:59:44, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4441, top5_acc: 0.7074, loss_cls: 2.3848, loss: 2.3848, grad_norm: 2.7202 2021-07-10 06:06:06,564 - mmaction - INFO - Epoch [132][980/1879] lr: 4.816e-02, eta: 2 days, 11:59:25, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6785, loss_cls: 2.4565, loss: 2.4565, grad_norm: 2.7824 2021-07-10 06:06:24,076 - mmaction - INFO - Epoch [132][1000/1879] lr: 4.816e-02, eta: 2 days, 11:59:05, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4461, top5_acc: 0.7145, loss_cls: 2.3939, loss: 2.3939, grad_norm: 2.7602 2021-07-10 06:06:41,511 - mmaction - INFO - Epoch [132][1020/1879] lr: 4.816e-02, eta: 2 days, 11:58:46, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6930, loss_cls: 2.4270, loss: 2.4270, grad_norm: 2.7242 2021-07-10 06:06:58,780 - mmaction - INFO - Epoch [132][1040/1879] lr: 4.816e-02, eta: 2 days, 11:58:26, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6937, loss_cls: 2.4241, loss: 2.4241, grad_norm: 2.7822 2021-07-10 06:07:16,222 - mmaction - INFO - Epoch [132][1060/1879] lr: 4.816e-02, eta: 2 days, 11:58:07, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6863, loss_cls: 2.4321, loss: 2.4321, grad_norm: 2.7660 2021-07-10 06:07:33,605 - mmaction - INFO - Epoch [132][1080/1879] lr: 4.816e-02, eta: 2 days, 11:57:48, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6992, loss_cls: 2.4396, loss: 2.4396, grad_norm: 2.7404 2021-07-10 06:07:51,123 - mmaction - INFO - Epoch [132][1100/1879] lr: 4.816e-02, eta: 2 days, 11:57:28, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4449, top5_acc: 0.7012, loss_cls: 2.4268, loss: 2.4268, grad_norm: 2.7235 2021-07-10 06:08:08,509 - mmaction - INFO - Epoch [132][1120/1879] lr: 4.816e-02, eta: 2 days, 11:57:09, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4559, top5_acc: 0.7094, loss_cls: 2.3483, loss: 2.3483, grad_norm: 2.7080 2021-07-10 06:08:25,851 - mmaction - INFO - Epoch [132][1140/1879] lr: 4.816e-02, eta: 2 days, 11:56:49, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6895, loss_cls: 2.4768, loss: 2.4768, grad_norm: 2.7853 2021-07-10 06:08:43,267 - mmaction - INFO - Epoch [132][1160/1879] lr: 4.816e-02, eta: 2 days, 11:56:30, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6793, loss_cls: 2.4610, loss: 2.4610, grad_norm: 2.6897 2021-07-10 06:09:00,628 - mmaction - INFO - Epoch [132][1180/1879] lr: 4.816e-02, eta: 2 days, 11:56:10, time: 0.867, data_time: 0.005, memory: 6462, top1_acc: 0.4484, top5_acc: 0.7066, loss_cls: 2.4217, loss: 2.4217, grad_norm: 2.6837 2021-07-10 06:09:18,080 - mmaction - INFO - Epoch [132][1200/1879] lr: 4.816e-02, eta: 2 days, 11:55:51, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4527, top5_acc: 0.7008, loss_cls: 2.4187, loss: 2.4187, grad_norm: 2.7450 2021-07-10 06:09:35,630 - mmaction - INFO - Epoch [132][1220/1879] lr: 4.816e-02, eta: 2 days, 11:55:31, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6734, loss_cls: 2.4918, loss: 2.4918, grad_norm: 2.7742 2021-07-10 06:09:53,067 - mmaction - INFO - Epoch [132][1240/1879] lr: 4.816e-02, eta: 2 days, 11:55:12, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6863, loss_cls: 2.5111, loss: 2.5111, grad_norm: 2.7813 2021-07-10 06:10:10,637 - mmaction - INFO - Epoch [132][1260/1879] lr: 4.816e-02, eta: 2 days, 11:54:53, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6848, loss_cls: 2.4756, loss: 2.4756, grad_norm: 2.7067 2021-07-10 06:10:28,159 - mmaction - INFO - Epoch [132][1280/1879] lr: 4.816e-02, eta: 2 days, 11:54:33, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4633, top5_acc: 0.7047, loss_cls: 2.3610, loss: 2.3610, grad_norm: 2.7128 2021-07-10 06:10:45,760 - mmaction - INFO - Epoch [132][1300/1879] lr: 4.816e-02, eta: 2 days, 11:54:14, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4301, top5_acc: 0.6918, loss_cls: 2.4467, loss: 2.4467, grad_norm: 2.7621 2021-07-10 06:11:03,148 - mmaction - INFO - Epoch [132][1320/1879] lr: 4.816e-02, eta: 2 days, 11:53:55, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6738, loss_cls: 2.4938, loss: 2.4938, grad_norm: 2.7842 2021-07-10 06:11:20,636 - mmaction - INFO - Epoch [132][1340/1879] lr: 4.816e-02, eta: 2 days, 11:53:35, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7090, loss_cls: 2.3551, loss: 2.3551, grad_norm: 2.6944 2021-07-10 06:11:38,048 - mmaction - INFO - Epoch [132][1360/1879] lr: 4.816e-02, eta: 2 days, 11:53:16, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6965, loss_cls: 2.4488, loss: 2.4488, grad_norm: 2.7539 2021-07-10 06:11:55,447 - mmaction - INFO - Epoch [132][1380/1879] lr: 4.816e-02, eta: 2 days, 11:52:56, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6895, loss_cls: 2.4469, loss: 2.4469, grad_norm: 2.7590 2021-07-10 06:12:12,969 - mmaction - INFO - Epoch [132][1400/1879] lr: 4.816e-02, eta: 2 days, 11:52:37, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6801, loss_cls: 2.4914, loss: 2.4914, grad_norm: 2.7441 2021-07-10 06:12:30,462 - mmaction - INFO - Epoch [132][1420/1879] lr: 4.816e-02, eta: 2 days, 11:52:17, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6797, loss_cls: 2.4919, loss: 2.4919, grad_norm: 2.7354 2021-07-10 06:12:47,916 - mmaction - INFO - Epoch [132][1440/1879] lr: 4.816e-02, eta: 2 days, 11:51:58, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6871, loss_cls: 2.4685, loss: 2.4685, grad_norm: 2.7244 2021-07-10 06:13:05,393 - mmaction - INFO - Epoch [132][1460/1879] lr: 4.816e-02, eta: 2 days, 11:51:39, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6937, loss_cls: 2.4458, loss: 2.4458, grad_norm: 2.7180 2021-07-10 06:13:22,989 - mmaction - INFO - Epoch [132][1480/1879] lr: 4.816e-02, eta: 2 days, 11:51:19, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6949, loss_cls: 2.3857, loss: 2.3857, grad_norm: 2.6712 2021-07-10 06:13:40,417 - mmaction - INFO - Epoch [132][1500/1879] lr: 4.816e-02, eta: 2 days, 11:51:00, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4527, top5_acc: 0.7039, loss_cls: 2.4267, loss: 2.4267, grad_norm: 2.7099 2021-07-10 06:13:57,865 - mmaction - INFO - Epoch [132][1520/1879] lr: 4.816e-02, eta: 2 days, 11:50:41, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6945, loss_cls: 2.4386, loss: 2.4386, grad_norm: 2.6940 2021-07-10 06:14:15,247 - mmaction - INFO - Epoch [132][1540/1879] lr: 4.816e-02, eta: 2 days, 11:50:21, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6770, loss_cls: 2.5228, loss: 2.5228, grad_norm: 2.7402 2021-07-10 06:14:32,705 - mmaction - INFO - Epoch [132][1560/1879] lr: 4.816e-02, eta: 2 days, 11:50:02, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4539, top5_acc: 0.7020, loss_cls: 2.4077, loss: 2.4077, grad_norm: 2.6648 2021-07-10 06:14:50,188 - mmaction - INFO - Epoch [132][1580/1879] lr: 4.816e-02, eta: 2 days, 11:49:42, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6785, loss_cls: 2.5205, loss: 2.5205, grad_norm: 2.8355 2021-07-10 06:15:07,737 - mmaction - INFO - Epoch [132][1600/1879] lr: 4.816e-02, eta: 2 days, 11:49:23, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6902, loss_cls: 2.4521, loss: 2.4521, grad_norm: 2.7378 2021-07-10 06:15:25,201 - mmaction - INFO - Epoch [132][1620/1879] lr: 4.816e-02, eta: 2 days, 11:49:03, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4289, top5_acc: 0.6621, loss_cls: 2.5942, loss: 2.5942, grad_norm: 2.7615 2021-07-10 06:15:42,599 - mmaction - INFO - Epoch [132][1640/1879] lr: 4.816e-02, eta: 2 days, 11:48:44, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6922, loss_cls: 2.4134, loss: 2.4134, grad_norm: 2.7031 2021-07-10 06:16:00,018 - mmaction - INFO - Epoch [132][1660/1879] lr: 4.816e-02, eta: 2 days, 11:48:25, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6840, loss_cls: 2.4622, loss: 2.4622, grad_norm: 2.7194 2021-07-10 06:16:17,516 - mmaction - INFO - Epoch [132][1680/1879] lr: 4.816e-02, eta: 2 days, 11:48:05, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7105, loss_cls: 2.4136, loss: 2.4136, grad_norm: 2.7112 2021-07-10 06:16:34,930 - mmaction - INFO - Epoch [132][1700/1879] lr: 4.816e-02, eta: 2 days, 11:47:46, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6902, loss_cls: 2.4788, loss: 2.4788, grad_norm: 2.7433 2021-07-10 06:16:52,412 - mmaction - INFO - Epoch [132][1720/1879] lr: 4.816e-02, eta: 2 days, 11:47:26, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6859, loss_cls: 2.4877, loss: 2.4877, grad_norm: 2.7476 2021-07-10 06:17:09,889 - mmaction - INFO - Epoch [132][1740/1879] lr: 4.816e-02, eta: 2 days, 11:47:07, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7059, loss_cls: 2.3898, loss: 2.3898, grad_norm: 2.7553 2021-07-10 06:17:27,236 - mmaction - INFO - Epoch [132][1760/1879] lr: 4.816e-02, eta: 2 days, 11:46:47, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7043, loss_cls: 2.3680, loss: 2.3680, grad_norm: 2.7915 2021-07-10 06:17:44,844 - mmaction - INFO - Epoch [132][1780/1879] lr: 4.816e-02, eta: 2 days, 11:46:28, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6859, loss_cls: 2.4681, loss: 2.4681, grad_norm: 2.6634 2021-07-10 06:18:02,148 - mmaction - INFO - Epoch [132][1800/1879] lr: 4.816e-02, eta: 2 days, 11:46:09, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6895, loss_cls: 2.4342, loss: 2.4342, grad_norm: 2.7206 2021-07-10 06:18:19,569 - mmaction - INFO - Epoch [132][1820/1879] lr: 4.816e-02, eta: 2 days, 11:45:49, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6750, loss_cls: 2.5336, loss: 2.5336, grad_norm: 2.7491 2021-07-10 06:18:37,021 - mmaction - INFO - Epoch [132][1840/1879] lr: 4.816e-02, eta: 2 days, 11:45:30, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6875, loss_cls: 2.4631, loss: 2.4631, grad_norm: 2.6895 2021-07-10 06:18:54,496 - mmaction - INFO - Epoch [132][1860/1879] lr: 4.816e-02, eta: 2 days, 11:45:10, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6895, loss_cls: 2.4356, loss: 2.4356, grad_norm: 2.7241 2021-07-10 06:19:12,638 - mmaction - INFO - Saving checkpoint at 132 epochs 2021-07-10 06:21:15,595 - mmaction - INFO - Epoch [133][20/1879] lr: 4.755e-02, eta: 2 days, 11:45:54, time: 6.056, data_time: 4.906, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7098, loss_cls: 2.3645, loss: 2.3645, grad_norm: 2.7822 2021-07-10 06:21:32,832 - mmaction - INFO - Epoch [133][40/1879] lr: 4.755e-02, eta: 2 days, 11:45:35, time: 0.859, data_time: 0.006, memory: 6462, top1_acc: 0.4547, top5_acc: 0.7004, loss_cls: 2.4124, loss: 2.4124, grad_norm: 2.7913 2021-07-10 06:21:49,912 - mmaction - INFO - Epoch [133][60/1879] lr: 4.755e-02, eta: 2 days, 11:45:15, time: 0.856, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.7094, loss_cls: 2.3471, loss: 2.3471, grad_norm: 2.7163 2021-07-10 06:22:07,324 - mmaction - INFO - Epoch [133][80/1879] lr: 4.755e-02, eta: 2 days, 11:44:55, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4629, top5_acc: 0.6926, loss_cls: 2.4126, loss: 2.4126, grad_norm: 2.7247 2021-07-10 06:22:24,736 - mmaction - INFO - Epoch [133][100/1879] lr: 4.755e-02, eta: 2 days, 11:44:36, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4543, top5_acc: 0.7039, loss_cls: 2.3933, loss: 2.3933, grad_norm: 2.7576 2021-07-10 06:22:42,229 - mmaction - INFO - Epoch [133][120/1879] lr: 4.755e-02, eta: 2 days, 11:44:17, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4605, top5_acc: 0.6953, loss_cls: 2.3489, loss: 2.3489, grad_norm: 2.6803 2021-07-10 06:22:59,671 - mmaction - INFO - Epoch [133][140/1879] lr: 4.755e-02, eta: 2 days, 11:43:57, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6832, loss_cls: 2.4329, loss: 2.4329, grad_norm: 2.6940 2021-07-10 06:23:17,275 - mmaction - INFO - Epoch [133][160/1879] lr: 4.755e-02, eta: 2 days, 11:43:38, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4602, top5_acc: 0.7098, loss_cls: 2.3757, loss: 2.3757, grad_norm: 2.7452 2021-07-10 06:23:34,679 - mmaction - INFO - Epoch [133][180/1879] lr: 4.755e-02, eta: 2 days, 11:43:18, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7055, loss_cls: 2.3848, loss: 2.3848, grad_norm: 2.7300 2021-07-10 06:23:51,968 - mmaction - INFO - Epoch [133][200/1879] lr: 4.755e-02, eta: 2 days, 11:42:59, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.4477, top5_acc: 0.7043, loss_cls: 2.3388, loss: 2.3388, grad_norm: 2.7502 2021-07-10 06:24:09,516 - mmaction - INFO - Epoch [133][220/1879] lr: 4.755e-02, eta: 2 days, 11:42:40, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6937, loss_cls: 2.4401, loss: 2.4401, grad_norm: 2.7504 2021-07-10 06:24:26,883 - mmaction - INFO - Epoch [133][240/1879] lr: 4.755e-02, eta: 2 days, 11:42:20, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7078, loss_cls: 2.3785, loss: 2.3785, grad_norm: 2.7570 2021-07-10 06:24:44,349 - mmaction - INFO - Epoch [133][260/1879] lr: 4.755e-02, eta: 2 days, 11:42:01, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4730, top5_acc: 0.6945, loss_cls: 2.3574, loss: 2.3574, grad_norm: 2.6656 2021-07-10 06:25:01,843 - mmaction - INFO - Epoch [133][280/1879] lr: 4.755e-02, eta: 2 days, 11:41:41, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6902, loss_cls: 2.4296, loss: 2.4296, grad_norm: 2.7664 2021-07-10 06:25:19,304 - mmaction - INFO - Epoch [133][300/1879] lr: 4.755e-02, eta: 2 days, 11:41:22, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6988, loss_cls: 2.4224, loss: 2.4224, grad_norm: 2.6965 2021-07-10 06:25:36,864 - mmaction - INFO - Epoch [133][320/1879] lr: 4.755e-02, eta: 2 days, 11:41:03, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4734, top5_acc: 0.7246, loss_cls: 2.3189, loss: 2.3189, grad_norm: 2.7272 2021-07-10 06:25:54,259 - mmaction - INFO - Epoch [133][340/1879] lr: 4.755e-02, eta: 2 days, 11:40:43, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7102, loss_cls: 2.3627, loss: 2.3627, grad_norm: 2.6697 2021-07-10 06:26:11,777 - mmaction - INFO - Epoch [133][360/1879] lr: 4.755e-02, eta: 2 days, 11:40:24, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6988, loss_cls: 2.3779, loss: 2.3779, grad_norm: 2.7414 2021-07-10 06:26:29,256 - mmaction - INFO - Epoch [133][380/1879] lr: 4.755e-02, eta: 2 days, 11:40:04, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4645, top5_acc: 0.7109, loss_cls: 2.3558, loss: 2.3558, grad_norm: 2.7228 2021-07-10 06:26:46,658 - mmaction - INFO - Epoch [133][400/1879] lr: 4.755e-02, eta: 2 days, 11:39:45, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6980, loss_cls: 2.4548, loss: 2.4548, grad_norm: 2.7738 2021-07-10 06:27:04,093 - mmaction - INFO - Epoch [133][420/1879] lr: 4.755e-02, eta: 2 days, 11:39:25, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6914, loss_cls: 2.4455, loss: 2.4455, grad_norm: 2.7981 2021-07-10 06:27:21,522 - mmaction - INFO - Epoch [133][440/1879] lr: 4.755e-02, eta: 2 days, 11:39:06, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6973, loss_cls: 2.4452, loss: 2.4452, grad_norm: 2.6930 2021-07-10 06:27:39,017 - mmaction - INFO - Epoch [133][460/1879] lr: 4.755e-02, eta: 2 days, 11:38:47, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6957, loss_cls: 2.4406, loss: 2.4406, grad_norm: 2.6675 2021-07-10 06:27:56,550 - mmaction - INFO - Epoch [133][480/1879] lr: 4.755e-02, eta: 2 days, 11:38:27, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6949, loss_cls: 2.4397, loss: 2.4397, grad_norm: 2.7343 2021-07-10 06:28:13,975 - mmaction - INFO - Epoch [133][500/1879] lr: 4.755e-02, eta: 2 days, 11:38:08, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6957, loss_cls: 2.4482, loss: 2.4482, grad_norm: 2.7287 2021-07-10 06:28:31,398 - mmaction - INFO - Epoch [133][520/1879] lr: 4.755e-02, eta: 2 days, 11:37:48, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4473, top5_acc: 0.7004, loss_cls: 2.3961, loss: 2.3961, grad_norm: 2.7158 2021-07-10 06:28:48,995 - mmaction - INFO - Epoch [133][540/1879] lr: 4.755e-02, eta: 2 days, 11:37:29, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6918, loss_cls: 2.4140, loss: 2.4140, grad_norm: 2.7194 2021-07-10 06:29:06,487 - mmaction - INFO - Epoch [133][560/1879] lr: 4.755e-02, eta: 2 days, 11:37:10, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6961, loss_cls: 2.4053, loss: 2.4053, grad_norm: 2.6634 2021-07-10 06:29:23,834 - mmaction - INFO - Epoch [133][580/1879] lr: 4.755e-02, eta: 2 days, 11:36:50, time: 0.868, data_time: 0.004, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7102, loss_cls: 2.3439, loss: 2.3439, grad_norm: 2.6925 2021-07-10 06:29:41,333 - mmaction - INFO - Epoch [133][600/1879] lr: 4.755e-02, eta: 2 days, 11:36:31, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7086, loss_cls: 2.3629, loss: 2.3629, grad_norm: 2.7890 2021-07-10 06:29:58,797 - mmaction - INFO - Epoch [133][620/1879] lr: 4.755e-02, eta: 2 days, 11:36:11, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6832, loss_cls: 2.4565, loss: 2.4565, grad_norm: 2.8089 2021-07-10 06:30:16,275 - mmaction - INFO - Epoch [133][640/1879] lr: 4.755e-02, eta: 2 days, 11:35:52, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7039, loss_cls: 2.3717, loss: 2.3717, grad_norm: 2.7603 2021-07-10 06:30:33,849 - mmaction - INFO - Epoch [133][660/1879] lr: 4.755e-02, eta: 2 days, 11:35:33, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4551, top5_acc: 0.7027, loss_cls: 2.3888, loss: 2.3888, grad_norm: 2.7198 2021-07-10 06:30:51,294 - mmaction - INFO - Epoch [133][680/1879] lr: 4.755e-02, eta: 2 days, 11:35:13, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7160, loss_cls: 2.3621, loss: 2.3621, grad_norm: 2.7825 2021-07-10 06:31:08,733 - mmaction - INFO - Epoch [133][700/1879] lr: 4.755e-02, eta: 2 days, 11:34:54, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6828, loss_cls: 2.4885, loss: 2.4885, grad_norm: 2.7842 2021-07-10 06:31:26,174 - mmaction - INFO - Epoch [133][720/1879] lr: 4.755e-02, eta: 2 days, 11:34:34, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7023, loss_cls: 2.3725, loss: 2.3725, grad_norm: 2.7229 2021-07-10 06:31:43,590 - mmaction - INFO - Epoch [133][740/1879] lr: 4.755e-02, eta: 2 days, 11:34:15, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7004, loss_cls: 2.3984, loss: 2.3984, grad_norm: 2.7075 2021-07-10 06:32:01,116 - mmaction - INFO - Epoch [133][760/1879] lr: 4.755e-02, eta: 2 days, 11:33:56, time: 0.876, data_time: 0.006, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6961, loss_cls: 2.4417, loss: 2.4417, grad_norm: 2.7210 2021-07-10 06:32:18,560 - mmaction - INFO - Epoch [133][780/1879] lr: 4.755e-02, eta: 2 days, 11:33:36, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4523, top5_acc: 0.7094, loss_cls: 2.3876, loss: 2.3876, grad_norm: 2.7110 2021-07-10 06:32:36,011 - mmaction - INFO - Epoch [133][800/1879] lr: 4.755e-02, eta: 2 days, 11:33:17, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6973, loss_cls: 2.4073, loss: 2.4073, grad_norm: 2.7546 2021-07-10 06:32:53,486 - mmaction - INFO - Epoch [133][820/1879] lr: 4.755e-02, eta: 2 days, 11:32:57, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6937, loss_cls: 2.4796, loss: 2.4796, grad_norm: 2.8424 2021-07-10 06:33:10,883 - mmaction - INFO - Epoch [133][840/1879] lr: 4.755e-02, eta: 2 days, 11:32:38, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6977, loss_cls: 2.4385, loss: 2.4385, grad_norm: 2.7870 2021-07-10 06:33:28,286 - mmaction - INFO - Epoch [133][860/1879] lr: 4.755e-02, eta: 2 days, 11:32:18, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6973, loss_cls: 2.4088, loss: 2.4088, grad_norm: 2.8132 2021-07-10 06:33:45,841 - mmaction - INFO - Epoch [133][880/1879] lr: 4.755e-02, eta: 2 days, 11:31:59, time: 0.878, data_time: 0.002, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6941, loss_cls: 2.4191, loss: 2.4191, grad_norm: 2.7753 2021-07-10 06:34:03,288 - mmaction - INFO - Epoch [133][900/1879] lr: 4.755e-02, eta: 2 days, 11:31:40, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6934, loss_cls: 2.4421, loss: 2.4421, grad_norm: 2.7758 2021-07-10 06:34:20,650 - mmaction - INFO - Epoch [133][920/1879] lr: 4.755e-02, eta: 2 days, 11:31:20, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6879, loss_cls: 2.4644, loss: 2.4644, grad_norm: 2.7485 2021-07-10 06:34:38,201 - mmaction - INFO - Epoch [133][940/1879] lr: 4.755e-02, eta: 2 days, 11:31:01, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7102, loss_cls: 2.3606, loss: 2.3606, grad_norm: 2.6956 2021-07-10 06:34:55,717 - mmaction - INFO - Epoch [133][960/1879] lr: 4.755e-02, eta: 2 days, 11:30:42, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4336, top5_acc: 0.6832, loss_cls: 2.4964, loss: 2.4964, grad_norm: 2.8393 2021-07-10 06:35:13,227 - mmaction - INFO - Epoch [133][980/1879] lr: 4.755e-02, eta: 2 days, 11:30:22, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6945, loss_cls: 2.4334, loss: 2.4334, grad_norm: 2.7908 2021-07-10 06:35:30,781 - mmaction - INFO - Epoch [133][1000/1879] lr: 4.755e-02, eta: 2 days, 11:30:03, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4434, top5_acc: 0.6879, loss_cls: 2.4473, loss: 2.4473, grad_norm: 2.7407 2021-07-10 06:35:48,228 - mmaction - INFO - Epoch [133][1020/1879] lr: 4.755e-02, eta: 2 days, 11:29:43, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4555, top5_acc: 0.7023, loss_cls: 2.4304, loss: 2.4304, grad_norm: 2.7253 2021-07-10 06:36:05,786 - mmaction - INFO - Epoch [133][1040/1879] lr: 4.755e-02, eta: 2 days, 11:29:24, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6961, loss_cls: 2.4148, loss: 2.4148, grad_norm: 2.7412 2021-07-10 06:36:23,340 - mmaction - INFO - Epoch [133][1060/1879] lr: 4.755e-02, eta: 2 days, 11:29:05, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4418, top5_acc: 0.6844, loss_cls: 2.4594, loss: 2.4594, grad_norm: 2.7665 2021-07-10 06:36:40,812 - mmaction - INFO - Epoch [133][1080/1879] lr: 4.755e-02, eta: 2 days, 11:28:45, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6770, loss_cls: 2.5041, loss: 2.5041, grad_norm: 2.8393 2021-07-10 06:36:58,355 - mmaction - INFO - Epoch [133][1100/1879] lr: 4.755e-02, eta: 2 days, 11:28:26, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7012, loss_cls: 2.4448, loss: 2.4448, grad_norm: 2.7334 2021-07-10 06:37:15,858 - mmaction - INFO - Epoch [133][1120/1879] lr: 4.755e-02, eta: 2 days, 11:28:07, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6910, loss_cls: 2.4384, loss: 2.4384, grad_norm: 2.7261 2021-07-10 06:37:33,420 - mmaction - INFO - Epoch [133][1140/1879] lr: 4.755e-02, eta: 2 days, 11:27:47, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6945, loss_cls: 2.4193, loss: 2.4193, grad_norm: 2.6766 2021-07-10 06:37:50,829 - mmaction - INFO - Epoch [133][1160/1879] lr: 4.755e-02, eta: 2 days, 11:27:28, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7039, loss_cls: 2.3944, loss: 2.3944, grad_norm: 2.7000 2021-07-10 06:38:08,397 - mmaction - INFO - Epoch [133][1180/1879] lr: 4.755e-02, eta: 2 days, 11:27:09, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4738, top5_acc: 0.7211, loss_cls: 2.3292, loss: 2.3292, grad_norm: 2.6807 2021-07-10 06:38:25,852 - mmaction - INFO - Epoch [133][1200/1879] lr: 4.755e-02, eta: 2 days, 11:26:49, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6926, loss_cls: 2.4403, loss: 2.4403, grad_norm: 2.7677 2021-07-10 06:38:43,285 - mmaction - INFO - Epoch [133][1220/1879] lr: 4.755e-02, eta: 2 days, 11:26:30, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6754, loss_cls: 2.5205, loss: 2.5205, grad_norm: 2.8137 2021-07-10 06:39:00,693 - mmaction - INFO - Epoch [133][1240/1879] lr: 4.755e-02, eta: 2 days, 11:26:10, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6977, loss_cls: 2.4003, loss: 2.4003, grad_norm: 2.6881 2021-07-10 06:39:18,303 - mmaction - INFO - Epoch [133][1260/1879] lr: 4.755e-02, eta: 2 days, 11:25:51, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6914, loss_cls: 2.4669, loss: 2.4669, grad_norm: 2.7866 2021-07-10 06:39:35,798 - mmaction - INFO - Epoch [133][1280/1879] lr: 4.755e-02, eta: 2 days, 11:25:32, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4535, top5_acc: 0.7055, loss_cls: 2.4029, loss: 2.4029, grad_norm: 2.8296 2021-07-10 06:39:53,461 - mmaction - INFO - Epoch [133][1300/1879] lr: 4.755e-02, eta: 2 days, 11:25:13, time: 0.880, data_time: 0.004, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6902, loss_cls: 2.4510, loss: 2.4510, grad_norm: 2.7601 2021-07-10 06:40:10,983 - mmaction - INFO - Epoch [133][1320/1879] lr: 4.755e-02, eta: 2 days, 11:24:53, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6895, loss_cls: 2.4414, loss: 2.4414, grad_norm: 2.7252 2021-07-10 06:40:28,470 - mmaction - INFO - Epoch [133][1340/1879] lr: 4.755e-02, eta: 2 days, 11:24:34, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4539, top5_acc: 0.7020, loss_cls: 2.4190, loss: 2.4190, grad_norm: 2.7431 2021-07-10 06:40:45,942 - mmaction - INFO - Epoch [133][1360/1879] lr: 4.755e-02, eta: 2 days, 11:24:14, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6984, loss_cls: 2.3981, loss: 2.3981, grad_norm: 2.7045 2021-07-10 06:41:03,494 - mmaction - INFO - Epoch [133][1380/1879] lr: 4.755e-02, eta: 2 days, 11:23:55, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4609, top5_acc: 0.7020, loss_cls: 2.3709, loss: 2.3709, grad_norm: 2.7220 2021-07-10 06:41:20,861 - mmaction - INFO - Epoch [133][1400/1879] lr: 4.755e-02, eta: 2 days, 11:23:36, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7059, loss_cls: 2.3734, loss: 2.3734, grad_norm: 2.7237 2021-07-10 06:41:38,372 - mmaction - INFO - Epoch [133][1420/1879] lr: 4.755e-02, eta: 2 days, 11:23:16, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4430, top5_acc: 0.6789, loss_cls: 2.5048, loss: 2.5048, grad_norm: 2.7562 2021-07-10 06:41:55,918 - mmaction - INFO - Epoch [133][1440/1879] lr: 4.755e-02, eta: 2 days, 11:22:57, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6906, loss_cls: 2.4339, loss: 2.4339, grad_norm: 2.6546 2021-07-10 06:42:13,427 - mmaction - INFO - Epoch [133][1460/1879] lr: 4.755e-02, eta: 2 days, 11:22:38, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6980, loss_cls: 2.4041, loss: 2.4041, grad_norm: 2.7368 2021-07-10 06:42:30,920 - mmaction - INFO - Epoch [133][1480/1879] lr: 4.755e-02, eta: 2 days, 11:22:18, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6758, loss_cls: 2.5246, loss: 2.5246, grad_norm: 2.7752 2021-07-10 06:42:48,461 - mmaction - INFO - Epoch [133][1500/1879] lr: 4.755e-02, eta: 2 days, 11:21:59, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4523, top5_acc: 0.7035, loss_cls: 2.4167, loss: 2.4167, grad_norm: 2.7116 2021-07-10 06:43:05,928 - mmaction - INFO - Epoch [133][1520/1879] lr: 4.755e-02, eta: 2 days, 11:21:40, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6910, loss_cls: 2.4024, loss: 2.4024, grad_norm: 2.7169 2021-07-10 06:43:23,432 - mmaction - INFO - Epoch [133][1540/1879] lr: 4.755e-02, eta: 2 days, 11:21:20, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6898, loss_cls: 2.4698, loss: 2.4698, grad_norm: 2.7020 2021-07-10 06:43:40,977 - mmaction - INFO - Epoch [133][1560/1879] lr: 4.755e-02, eta: 2 days, 11:21:01, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4617, top5_acc: 0.7012, loss_cls: 2.4175, loss: 2.4175, grad_norm: 2.7003 2021-07-10 06:43:58,318 - mmaction - INFO - Epoch [133][1580/1879] lr: 4.755e-02, eta: 2 days, 11:20:41, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4648, top5_acc: 0.6988, loss_cls: 2.3891, loss: 2.3891, grad_norm: 2.7215 2021-07-10 06:44:15,752 - mmaction - INFO - Epoch [133][1600/1879] lr: 4.755e-02, eta: 2 days, 11:20:22, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6961, loss_cls: 2.4014, loss: 2.4014, grad_norm: 2.7287 2021-07-10 06:44:33,295 - mmaction - INFO - Epoch [133][1620/1879] lr: 4.755e-02, eta: 2 days, 11:20:03, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6895, loss_cls: 2.4077, loss: 2.4077, grad_norm: 2.7384 2021-07-10 06:44:50,725 - mmaction - INFO - Epoch [133][1640/1879] lr: 4.755e-02, eta: 2 days, 11:19:43, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6840, loss_cls: 2.4923, loss: 2.4923, grad_norm: 2.7662 2021-07-10 06:45:08,269 - mmaction - INFO - Epoch [133][1660/1879] lr: 4.755e-02, eta: 2 days, 11:19:24, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4270, top5_acc: 0.6832, loss_cls: 2.4582, loss: 2.4582, grad_norm: 2.8159 2021-07-10 06:45:25,821 - mmaction - INFO - Epoch [133][1680/1879] lr: 4.755e-02, eta: 2 days, 11:19:05, time: 0.877, data_time: 0.002, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6871, loss_cls: 2.4178, loss: 2.4178, grad_norm: 2.7753 2021-07-10 06:45:43,218 - mmaction - INFO - Epoch [133][1700/1879] lr: 4.755e-02, eta: 2 days, 11:18:45, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6891, loss_cls: 2.4145, loss: 2.4145, grad_norm: 2.7875 2021-07-10 06:46:00,585 - mmaction - INFO - Epoch [133][1720/1879] lr: 4.755e-02, eta: 2 days, 11:18:26, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4625, top5_acc: 0.6961, loss_cls: 2.4184, loss: 2.4184, grad_norm: 2.7150 2021-07-10 06:46:18,112 - mmaction - INFO - Epoch [133][1740/1879] lr: 4.755e-02, eta: 2 days, 11:18:06, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4543, top5_acc: 0.6953, loss_cls: 2.4103, loss: 2.4103, grad_norm: 2.7211 2021-07-10 06:46:35,617 - mmaction - INFO - Epoch [133][1760/1879] lr: 4.755e-02, eta: 2 days, 11:17:47, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6910, loss_cls: 2.4870, loss: 2.4870, grad_norm: 2.8593 2021-07-10 06:46:53,108 - mmaction - INFO - Epoch [133][1780/1879] lr: 4.755e-02, eta: 2 days, 11:17:28, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4437, top5_acc: 0.6863, loss_cls: 2.4444, loss: 2.4444, grad_norm: 2.7363 2021-07-10 06:47:10,451 - mmaction - INFO - Epoch [133][1800/1879] lr: 4.755e-02, eta: 2 days, 11:17:08, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4512, top5_acc: 0.7008, loss_cls: 2.4133, loss: 2.4133, grad_norm: 2.7552 2021-07-10 06:47:27,963 - mmaction - INFO - Epoch [133][1820/1879] lr: 4.755e-02, eta: 2 days, 11:16:49, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7047, loss_cls: 2.3723, loss: 2.3723, grad_norm: 2.7171 2021-07-10 06:47:45,493 - mmaction - INFO - Epoch [133][1840/1879] lr: 4.755e-02, eta: 2 days, 11:16:29, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6926, loss_cls: 2.4335, loss: 2.4335, grad_norm: 2.8122 2021-07-10 06:48:02,804 - mmaction - INFO - Epoch [133][1860/1879] lr: 4.755e-02, eta: 2 days, 11:16:10, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4621, top5_acc: 0.6848, loss_cls: 2.4627, loss: 2.4627, grad_norm: 2.7331 2021-07-10 06:50:08,692 - mmaction - INFO - Epoch [134][20/1879] lr: 4.693e-02, eta: 2 days, 11:16:40, time: 5.398, data_time: 4.442, memory: 6462, top1_acc: 0.4469, top5_acc: 0.7000, loss_cls: 2.4323, loss: 2.4323, grad_norm: 2.7595 2021-07-10 06:50:25,952 - mmaction - INFO - Epoch [134][40/1879] lr: 4.693e-02, eta: 2 days, 11:16:21, time: 0.863, data_time: 0.004, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6789, loss_cls: 2.4683, loss: 2.4683, grad_norm: 2.6885 2021-07-10 06:50:43,342 - mmaction - INFO - Epoch [134][60/1879] lr: 4.693e-02, eta: 2 days, 11:16:01, time: 0.870, data_time: 0.006, memory: 6462, top1_acc: 0.4789, top5_acc: 0.7109, loss_cls: 2.3231, loss: 2.3231, grad_norm: 2.7110 2021-07-10 06:51:00,698 - mmaction - INFO - Epoch [134][80/1879] lr: 4.693e-02, eta: 2 days, 11:15:42, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6848, loss_cls: 2.4728, loss: 2.4728, grad_norm: 2.8081 2021-07-10 06:51:18,338 - mmaction - INFO - Epoch [134][100/1879] lr: 4.693e-02, eta: 2 days, 11:15:23, time: 0.882, data_time: 0.004, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7180, loss_cls: 2.3147, loss: 2.3147, grad_norm: 2.6902 2021-07-10 06:51:35,830 - mmaction - INFO - Epoch [134][120/1879] lr: 4.693e-02, eta: 2 days, 11:15:03, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6887, loss_cls: 2.4180, loss: 2.4180, grad_norm: 2.7799 2021-07-10 06:51:53,365 - mmaction - INFO - Epoch [134][140/1879] lr: 4.693e-02, eta: 2 days, 11:14:44, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4520, top5_acc: 0.7023, loss_cls: 2.4240, loss: 2.4240, grad_norm: 2.7610 2021-07-10 06:52:10,795 - mmaction - INFO - Epoch [134][160/1879] lr: 4.693e-02, eta: 2 days, 11:14:25, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6945, loss_cls: 2.4290, loss: 2.4290, grad_norm: 2.7887 2021-07-10 06:52:28,268 - mmaction - INFO - Epoch [134][180/1879] lr: 4.693e-02, eta: 2 days, 11:14:05, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4648, top5_acc: 0.7051, loss_cls: 2.3930, loss: 2.3930, grad_norm: 2.7626 2021-07-10 06:52:45,841 - mmaction - INFO - Epoch [134][200/1879] lr: 4.693e-02, eta: 2 days, 11:13:46, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7063, loss_cls: 2.3608, loss: 2.3608, grad_norm: 2.7615 2021-07-10 06:53:03,329 - mmaction - INFO - Epoch [134][220/1879] lr: 4.693e-02, eta: 2 days, 11:13:27, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7055, loss_cls: 2.3963, loss: 2.3963, grad_norm: 2.7078 2021-07-10 06:53:20,846 - mmaction - INFO - Epoch [134][240/1879] lr: 4.693e-02, eta: 2 days, 11:13:07, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4625, top5_acc: 0.6914, loss_cls: 2.4429, loss: 2.4429, grad_norm: 2.6599 2021-07-10 06:53:38,255 - mmaction - INFO - Epoch [134][260/1879] lr: 4.693e-02, eta: 2 days, 11:12:48, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6965, loss_cls: 2.4067, loss: 2.4067, grad_norm: 2.8274 2021-07-10 06:53:55,799 - mmaction - INFO - Epoch [134][280/1879] lr: 4.693e-02, eta: 2 days, 11:12:28, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6965, loss_cls: 2.4085, loss: 2.4085, grad_norm: 2.7547 2021-07-10 06:54:13,205 - mmaction - INFO - Epoch [134][300/1879] lr: 4.693e-02, eta: 2 days, 11:12:09, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6930, loss_cls: 2.4275, loss: 2.4275, grad_norm: 2.7725 2021-07-10 06:54:30,588 - mmaction - INFO - Epoch [134][320/1879] lr: 4.693e-02, eta: 2 days, 11:11:49, time: 0.866, data_time: 0.004, memory: 6462, top1_acc: 0.4527, top5_acc: 0.7090, loss_cls: 2.4065, loss: 2.4065, grad_norm: 2.7322 2021-07-10 06:54:48,046 - mmaction - INFO - Epoch [134][340/1879] lr: 4.693e-02, eta: 2 days, 11:11:30, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6883, loss_cls: 2.4555, loss: 2.4555, grad_norm: 2.7275 2021-07-10 06:55:05,584 - mmaction - INFO - Epoch [134][360/1879] lr: 4.693e-02, eta: 2 days, 11:11:11, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7043, loss_cls: 2.3618, loss: 2.3618, grad_norm: 2.6456 2021-07-10 06:55:22,851 - mmaction - INFO - Epoch [134][380/1879] lr: 4.693e-02, eta: 2 days, 11:10:51, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.4746, top5_acc: 0.7121, loss_cls: 2.3509, loss: 2.3509, grad_norm: 2.6987 2021-07-10 06:55:40,284 - mmaction - INFO - Epoch [134][400/1879] lr: 4.693e-02, eta: 2 days, 11:10:32, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6945, loss_cls: 2.4553, loss: 2.4553, grad_norm: 2.6647 2021-07-10 06:55:57,763 - mmaction - INFO - Epoch [134][420/1879] lr: 4.693e-02, eta: 2 days, 11:10:12, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4711, top5_acc: 0.6992, loss_cls: 2.4014, loss: 2.4014, grad_norm: 2.7106 2021-07-10 06:56:15,340 - mmaction - INFO - Epoch [134][440/1879] lr: 4.693e-02, eta: 2 days, 11:09:53, time: 0.881, data_time: 0.004, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6914, loss_cls: 2.4256, loss: 2.4256, grad_norm: 2.7540 2021-07-10 06:56:32,837 - mmaction - INFO - Epoch [134][460/1879] lr: 4.693e-02, eta: 2 days, 11:09:34, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4562, top5_acc: 0.7020, loss_cls: 2.4212, loss: 2.4212, grad_norm: 2.7587 2021-07-10 06:56:50,405 - mmaction - INFO - Epoch [134][480/1879] lr: 4.693e-02, eta: 2 days, 11:09:14, time: 0.881, data_time: 0.005, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6875, loss_cls: 2.4318, loss: 2.4318, grad_norm: 2.7384 2021-07-10 06:57:07,822 - mmaction - INFO - Epoch [134][500/1879] lr: 4.693e-02, eta: 2 days, 11:08:55, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6734, loss_cls: 2.4838, loss: 2.4838, grad_norm: 2.7784 2021-07-10 06:57:25,200 - mmaction - INFO - Epoch [134][520/1879] lr: 4.693e-02, eta: 2 days, 11:08:36, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6945, loss_cls: 2.4410, loss: 2.4410, grad_norm: 2.7799 2021-07-10 06:57:42,638 - mmaction - INFO - Epoch [134][540/1879] lr: 4.693e-02, eta: 2 days, 11:08:16, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4707, top5_acc: 0.7156, loss_cls: 2.3169, loss: 2.3169, grad_norm: 2.7347 2021-07-10 06:58:00,223 - mmaction - INFO - Epoch [134][560/1879] lr: 4.693e-02, eta: 2 days, 11:07:57, time: 0.879, data_time: 0.003, memory: 6462, top1_acc: 0.4527, top5_acc: 0.6957, loss_cls: 2.3702, loss: 2.3702, grad_norm: 2.7564 2021-07-10 06:58:17,731 - mmaction - INFO - Epoch [134][580/1879] lr: 4.693e-02, eta: 2 days, 11:07:37, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6809, loss_cls: 2.4819, loss: 2.4819, grad_norm: 2.8145 2021-07-10 06:58:35,165 - mmaction - INFO - Epoch [134][600/1879] lr: 4.693e-02, eta: 2 days, 11:07:18, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4469, top5_acc: 0.7012, loss_cls: 2.3965, loss: 2.3965, grad_norm: 2.7372 2021-07-10 06:58:52,527 - mmaction - INFO - Epoch [134][620/1879] lr: 4.693e-02, eta: 2 days, 11:06:59, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6926, loss_cls: 2.4649, loss: 2.4649, grad_norm: 2.8012 2021-07-10 06:59:09,952 - mmaction - INFO - Epoch [134][640/1879] lr: 4.693e-02, eta: 2 days, 11:06:39, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7008, loss_cls: 2.4023, loss: 2.4023, grad_norm: 2.7964 2021-07-10 06:59:27,379 - mmaction - INFO - Epoch [134][660/1879] lr: 4.693e-02, eta: 2 days, 11:06:20, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4355, top5_acc: 0.6746, loss_cls: 2.4878, loss: 2.4878, grad_norm: 2.7647 2021-07-10 06:59:44,716 - mmaction - INFO - Epoch [134][680/1879] lr: 4.693e-02, eta: 2 days, 11:06:00, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6996, loss_cls: 2.3834, loss: 2.3834, grad_norm: 2.7440 2021-07-10 07:00:02,277 - mmaction - INFO - Epoch [134][700/1879] lr: 4.693e-02, eta: 2 days, 11:05:41, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7098, loss_cls: 2.3686, loss: 2.3686, grad_norm: 2.7173 2021-07-10 07:00:19,779 - mmaction - INFO - Epoch [134][720/1879] lr: 4.693e-02, eta: 2 days, 11:05:22, time: 0.874, data_time: 0.001, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6891, loss_cls: 2.4272, loss: 2.4272, grad_norm: 2.7812 2021-07-10 07:00:37,211 - mmaction - INFO - Epoch [134][740/1879] lr: 4.693e-02, eta: 2 days, 11:05:02, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6906, loss_cls: 2.4560, loss: 2.4560, grad_norm: 2.7963 2021-07-10 07:00:54,681 - mmaction - INFO - Epoch [134][760/1879] lr: 4.693e-02, eta: 2 days, 11:04:43, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4730, top5_acc: 0.7195, loss_cls: 2.3459, loss: 2.3459, grad_norm: 2.7658 2021-07-10 07:01:12,256 - mmaction - INFO - Epoch [134][780/1879] lr: 4.693e-02, eta: 2 days, 11:04:24, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6926, loss_cls: 2.4304, loss: 2.4304, grad_norm: 2.7322 2021-07-10 07:01:29,818 - mmaction - INFO - Epoch [134][800/1879] lr: 4.693e-02, eta: 2 days, 11:04:04, time: 0.880, data_time: 0.003, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6922, loss_cls: 2.3986, loss: 2.3986, grad_norm: 2.6736 2021-07-10 07:01:47,348 - mmaction - INFO - Epoch [134][820/1879] lr: 4.693e-02, eta: 2 days, 11:03:45, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7066, loss_cls: 2.3664, loss: 2.3664, grad_norm: 2.7455 2021-07-10 07:02:04,775 - mmaction - INFO - Epoch [134][840/1879] lr: 4.693e-02, eta: 2 days, 11:03:26, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6949, loss_cls: 2.4157, loss: 2.4157, grad_norm: 2.7022 2021-07-10 07:02:22,250 - mmaction - INFO - Epoch [134][860/1879] lr: 4.693e-02, eta: 2 days, 11:03:06, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7125, loss_cls: 2.3805, loss: 2.3805, grad_norm: 2.7331 2021-07-10 07:02:39,757 - mmaction - INFO - Epoch [134][880/1879] lr: 4.693e-02, eta: 2 days, 11:02:47, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6871, loss_cls: 2.4380, loss: 2.4380, grad_norm: 2.7244 2021-07-10 07:02:57,353 - mmaction - INFO - Epoch [134][900/1879] lr: 4.693e-02, eta: 2 days, 11:02:27, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4461, top5_acc: 0.6883, loss_cls: 2.4417, loss: 2.4417, grad_norm: 2.7357 2021-07-10 07:03:14,891 - mmaction - INFO - Epoch [134][920/1879] lr: 4.693e-02, eta: 2 days, 11:02:08, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6961, loss_cls: 2.3940, loss: 2.3940, grad_norm: 2.7571 2021-07-10 07:03:32,299 - mmaction - INFO - Epoch [134][940/1879] lr: 4.693e-02, eta: 2 days, 11:01:49, time: 0.870, data_time: 0.001, memory: 6462, top1_acc: 0.4562, top5_acc: 0.6910, loss_cls: 2.3905, loss: 2.3905, grad_norm: 2.7231 2021-07-10 07:03:49,675 - mmaction - INFO - Epoch [134][960/1879] lr: 4.693e-02, eta: 2 days, 11:01:29, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7070, loss_cls: 2.3917, loss: 2.3917, grad_norm: 2.7820 2021-07-10 07:04:06,983 - mmaction - INFO - Epoch [134][980/1879] lr: 4.693e-02, eta: 2 days, 11:01:10, time: 0.864, data_time: 0.002, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7008, loss_cls: 2.4088, loss: 2.4088, grad_norm: 2.7921 2021-07-10 07:04:24,375 - mmaction - INFO - Epoch [134][1000/1879] lr: 4.693e-02, eta: 2 days, 11:00:50, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6934, loss_cls: 2.4462, loss: 2.4462, grad_norm: 2.7882 2021-07-10 07:04:41,784 - mmaction - INFO - Epoch [134][1020/1879] lr: 4.693e-02, eta: 2 days, 11:00:31, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6969, loss_cls: 2.4343, loss: 2.4343, grad_norm: 2.7123 2021-07-10 07:04:59,252 - mmaction - INFO - Epoch [134][1040/1879] lr: 4.693e-02, eta: 2 days, 11:00:11, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7020, loss_cls: 2.3867, loss: 2.3867, grad_norm: 2.7342 2021-07-10 07:05:16,853 - mmaction - INFO - Epoch [134][1060/1879] lr: 4.693e-02, eta: 2 days, 10:59:52, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4418, top5_acc: 0.7043, loss_cls: 2.4172, loss: 2.4172, grad_norm: 2.8371 2021-07-10 07:05:34,224 - mmaction - INFO - Epoch [134][1080/1879] lr: 4.693e-02, eta: 2 days, 10:59:33, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6930, loss_cls: 2.4447, loss: 2.4447, grad_norm: 2.8046 2021-07-10 07:05:51,890 - mmaction - INFO - Epoch [134][1100/1879] lr: 4.693e-02, eta: 2 days, 10:59:14, time: 0.880, data_time: 0.005, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7086, loss_cls: 2.3780, loss: 2.3780, grad_norm: 2.7818 2021-07-10 07:06:09,267 - mmaction - INFO - Epoch [134][1120/1879] lr: 4.693e-02, eta: 2 days, 10:58:54, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4578, top5_acc: 0.7000, loss_cls: 2.3830, loss: 2.3830, grad_norm: 2.7643 2021-07-10 07:06:26,626 - mmaction - INFO - Epoch [134][1140/1879] lr: 4.693e-02, eta: 2 days, 10:58:35, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4473, top5_acc: 0.7000, loss_cls: 2.3968, loss: 2.3968, grad_norm: 2.8024 2021-07-10 07:06:44,073 - mmaction - INFO - Epoch [134][1160/1879] lr: 4.693e-02, eta: 2 days, 10:58:15, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7043, loss_cls: 2.3361, loss: 2.3361, grad_norm: 2.7292 2021-07-10 07:07:01,526 - mmaction - INFO - Epoch [134][1180/1879] lr: 4.693e-02, eta: 2 days, 10:57:56, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6895, loss_cls: 2.4572, loss: 2.4572, grad_norm: 2.7941 2021-07-10 07:07:18,865 - mmaction - INFO - Epoch [134][1200/1879] lr: 4.693e-02, eta: 2 days, 10:57:36, time: 0.866, data_time: 0.002, memory: 6462, top1_acc: 0.4605, top5_acc: 0.6910, loss_cls: 2.4152, loss: 2.4152, grad_norm: 2.7132 2021-07-10 07:07:36,424 - mmaction - INFO - Epoch [134][1220/1879] lr: 4.693e-02, eta: 2 days, 10:57:17, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6953, loss_cls: 2.4524, loss: 2.4524, grad_norm: 2.8308 2021-07-10 07:07:53,850 - mmaction - INFO - Epoch [134][1240/1879] lr: 4.693e-02, eta: 2 days, 10:56:58, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6902, loss_cls: 2.4671, loss: 2.4671, grad_norm: 2.7854 2021-07-10 07:08:11,342 - mmaction - INFO - Epoch [134][1260/1879] lr: 4.693e-02, eta: 2 days, 10:56:38, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4340, top5_acc: 0.6859, loss_cls: 2.4816, loss: 2.4816, grad_norm: 2.8150 2021-07-10 07:08:28,813 - mmaction - INFO - Epoch [134][1280/1879] lr: 4.693e-02, eta: 2 days, 10:56:19, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4344, top5_acc: 0.6801, loss_cls: 2.4828, loss: 2.4828, grad_norm: 2.7657 2021-07-10 07:08:46,325 - mmaction - INFO - Epoch [134][1300/1879] lr: 4.693e-02, eta: 2 days, 10:56:00, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4473, top5_acc: 0.7066, loss_cls: 2.3988, loss: 2.3988, grad_norm: 2.8289 2021-07-10 07:09:03,694 - mmaction - INFO - Epoch [134][1320/1879] lr: 4.693e-02, eta: 2 days, 10:55:40, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6910, loss_cls: 2.4539, loss: 2.4539, grad_norm: 2.7287 2021-07-10 07:09:21,206 - mmaction - INFO - Epoch [134][1340/1879] lr: 4.693e-02, eta: 2 days, 10:55:21, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6906, loss_cls: 2.4757, loss: 2.4757, grad_norm: 2.7516 2021-07-10 07:09:38,581 - mmaction - INFO - Epoch [134][1360/1879] lr: 4.693e-02, eta: 2 days, 10:55:01, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4562, top5_acc: 0.7051, loss_cls: 2.4054, loss: 2.4054, grad_norm: 2.7772 2021-07-10 07:09:55,946 - mmaction - INFO - Epoch [134][1380/1879] lr: 4.693e-02, eta: 2 days, 10:54:42, time: 0.868, data_time: 0.005, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7188, loss_cls: 2.3576, loss: 2.3576, grad_norm: 2.7688 2021-07-10 07:10:13,612 - mmaction - INFO - Epoch [134][1400/1879] lr: 4.693e-02, eta: 2 days, 10:54:23, time: 0.883, data_time: 0.003, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6777, loss_cls: 2.5085, loss: 2.5085, grad_norm: 2.7706 2021-07-10 07:10:31,117 - mmaction - INFO - Epoch [134][1420/1879] lr: 4.693e-02, eta: 2 days, 10:54:03, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4441, top5_acc: 0.7031, loss_cls: 2.4250, loss: 2.4250, grad_norm: 2.8063 2021-07-10 07:10:48,505 - mmaction - INFO - Epoch [134][1440/1879] lr: 4.693e-02, eta: 2 days, 10:53:44, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4551, top5_acc: 0.7023, loss_cls: 2.3868, loss: 2.3868, grad_norm: 2.6782 2021-07-10 07:11:05,914 - mmaction - INFO - Epoch [134][1460/1879] lr: 4.693e-02, eta: 2 days, 10:53:24, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6895, loss_cls: 2.4157, loss: 2.4157, grad_norm: 2.7254 2021-07-10 07:11:23,315 - mmaction - INFO - Epoch [134][1480/1879] lr: 4.693e-02, eta: 2 days, 10:53:05, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7020, loss_cls: 2.3547, loss: 2.3547, grad_norm: 2.7702 2021-07-10 07:11:40,693 - mmaction - INFO - Epoch [134][1500/1879] lr: 4.693e-02, eta: 2 days, 10:52:46, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4410, top5_acc: 0.6973, loss_cls: 2.4346, loss: 2.4346, grad_norm: 2.8120 2021-07-10 07:11:58,203 - mmaction - INFO - Epoch [134][1520/1879] lr: 4.693e-02, eta: 2 days, 10:52:26, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6988, loss_cls: 2.4041, loss: 2.4041, grad_norm: 2.7041 2021-07-10 07:12:15,706 - mmaction - INFO - Epoch [134][1540/1879] lr: 4.693e-02, eta: 2 days, 10:52:07, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4723, top5_acc: 0.7027, loss_cls: 2.3839, loss: 2.3839, grad_norm: 2.7355 2021-07-10 07:12:33,140 - mmaction - INFO - Epoch [134][1560/1879] lr: 4.693e-02, eta: 2 days, 10:51:48, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6895, loss_cls: 2.4441, loss: 2.4441, grad_norm: 2.7501 2021-07-10 07:12:50,450 - mmaction - INFO - Epoch [134][1580/1879] lr: 4.693e-02, eta: 2 days, 10:51:28, time: 0.865, data_time: 0.002, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7180, loss_cls: 2.3421, loss: 2.3421, grad_norm: 2.7747 2021-07-10 07:13:07,908 - mmaction - INFO - Epoch [134][1600/1879] lr: 4.693e-02, eta: 2 days, 10:51:09, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6887, loss_cls: 2.4632, loss: 2.4632, grad_norm: 2.8230 2021-07-10 07:13:25,188 - mmaction - INFO - Epoch [134][1620/1879] lr: 4.693e-02, eta: 2 days, 10:50:49, time: 0.865, data_time: 0.003, memory: 6462, top1_acc: 0.4480, top5_acc: 0.7020, loss_cls: 2.4229, loss: 2.4229, grad_norm: 2.8280 2021-07-10 07:13:42,610 - mmaction - INFO - Epoch [134][1640/1879] lr: 4.693e-02, eta: 2 days, 10:50:30, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4465, top5_acc: 0.6863, loss_cls: 2.4678, loss: 2.4678, grad_norm: 2.8362 2021-07-10 07:14:00,150 - mmaction - INFO - Epoch [134][1660/1879] lr: 4.693e-02, eta: 2 days, 10:50:10, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6953, loss_cls: 2.3994, loss: 2.3994, grad_norm: 2.7529 2021-07-10 07:14:17,435 - mmaction - INFO - Epoch [134][1680/1879] lr: 4.693e-02, eta: 2 days, 10:49:51, time: 0.866, data_time: 0.005, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6891, loss_cls: 2.4369, loss: 2.4369, grad_norm: 2.7346 2021-07-10 07:14:34,953 - mmaction - INFO - Epoch [134][1700/1879] lr: 4.693e-02, eta: 2 days, 10:49:32, time: 0.876, data_time: 0.001, memory: 6462, top1_acc: 0.4391, top5_acc: 0.6961, loss_cls: 2.4369, loss: 2.4369, grad_norm: 2.6816 2021-07-10 07:14:52,470 - mmaction - INFO - Epoch [134][1720/1879] lr: 4.693e-02, eta: 2 days, 10:49:12, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4262, top5_acc: 0.6852, loss_cls: 2.4986, loss: 2.4986, grad_norm: 2.7585 2021-07-10 07:15:09,888 - mmaction - INFO - Epoch [134][1740/1879] lr: 4.693e-02, eta: 2 days, 10:48:53, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7125, loss_cls: 2.3729, loss: 2.3729, grad_norm: 2.7189 2021-07-10 07:15:27,242 - mmaction - INFO - Epoch [134][1760/1879] lr: 4.693e-02, eta: 2 days, 10:48:33, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6867, loss_cls: 2.4732, loss: 2.4732, grad_norm: 2.7819 2021-07-10 07:15:44,817 - mmaction - INFO - Epoch [134][1780/1879] lr: 4.693e-02, eta: 2 days, 10:48:14, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3754, loss: 2.3754, grad_norm: 2.7270 2021-07-10 07:16:02,230 - mmaction - INFO - Epoch [134][1800/1879] lr: 4.693e-02, eta: 2 days, 10:47:55, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6988, loss_cls: 2.3957, loss: 2.3957, grad_norm: 2.6739 2021-07-10 07:16:19,619 - mmaction - INFO - Epoch [134][1820/1879] lr: 4.693e-02, eta: 2 days, 10:47:35, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4590, top5_acc: 0.6977, loss_cls: 2.4137, loss: 2.4137, grad_norm: 2.7869 2021-07-10 07:16:37,080 - mmaction - INFO - Epoch [134][1840/1879] lr: 4.693e-02, eta: 2 days, 10:47:16, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4348, top5_acc: 0.6750, loss_cls: 2.5137, loss: 2.5137, grad_norm: 2.7710 2021-07-10 07:16:54,503 - mmaction - INFO - Epoch [134][1860/1879] lr: 4.693e-02, eta: 2 days, 10:46:56, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6996, loss_cls: 2.4460, loss: 2.4460, grad_norm: 2.7723 2021-07-10 07:18:59,514 - mmaction - INFO - Epoch [135][20/1879] lr: 4.632e-02, eta: 2 days, 10:47:24, time: 5.267, data_time: 4.203, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7129, loss_cls: 2.3758, loss: 2.3758, grad_norm: 2.7551 2021-07-10 07:19:16,697 - mmaction - INFO - Epoch [135][40/1879] lr: 4.632e-02, eta: 2 days, 10:47:04, time: 0.861, data_time: 0.007, memory: 6462, top1_acc: 0.4691, top5_acc: 0.7012, loss_cls: 2.3990, loss: 2.3990, grad_norm: 2.7574 2021-07-10 07:19:33,958 - mmaction - INFO - Epoch [135][60/1879] lr: 4.632e-02, eta: 2 days, 10:46:44, time: 0.863, data_time: 0.002, memory: 6462, top1_acc: 0.4512, top5_acc: 0.7000, loss_cls: 2.4207, loss: 2.4207, grad_norm: 2.7873 2021-07-10 07:19:51,426 - mmaction - INFO - Epoch [135][80/1879] lr: 4.632e-02, eta: 2 days, 10:46:25, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4582, top5_acc: 0.7031, loss_cls: 2.3767, loss: 2.3767, grad_norm: 2.7086 2021-07-10 07:20:08,789 - mmaction - INFO - Epoch [135][100/1879] lr: 4.632e-02, eta: 2 days, 10:46:06, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6965, loss_cls: 2.4210, loss: 2.4210, grad_norm: 2.7802 2021-07-10 07:20:26,280 - mmaction - INFO - Epoch [135][120/1879] lr: 4.632e-02, eta: 2 days, 10:45:46, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6898, loss_cls: 2.4281, loss: 2.4281, grad_norm: 2.7954 2021-07-10 07:20:43,712 - mmaction - INFO - Epoch [135][140/1879] lr: 4.632e-02, eta: 2 days, 10:45:27, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6910, loss_cls: 2.3756, loss: 2.3756, grad_norm: 2.7473 2021-07-10 07:21:01,224 - mmaction - INFO - Epoch [135][160/1879] lr: 4.632e-02, eta: 2 days, 10:45:07, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7172, loss_cls: 2.3408, loss: 2.3408, grad_norm: 2.7032 2021-07-10 07:21:18,737 - mmaction - INFO - Epoch [135][180/1879] lr: 4.632e-02, eta: 2 days, 10:44:48, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4750, top5_acc: 0.7133, loss_cls: 2.3703, loss: 2.3703, grad_norm: 2.7491 2021-07-10 07:21:36,033 - mmaction - INFO - Epoch [135][200/1879] lr: 4.632e-02, eta: 2 days, 10:44:29, time: 0.864, data_time: 0.001, memory: 6462, top1_acc: 0.4652, top5_acc: 0.7156, loss_cls: 2.3648, loss: 2.3648, grad_norm: 2.7963 2021-07-10 07:21:53,517 - mmaction - INFO - Epoch [135][220/1879] lr: 4.632e-02, eta: 2 days, 10:44:09, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4578, top5_acc: 0.7004, loss_cls: 2.3933, loss: 2.3933, grad_norm: 2.7335 2021-07-10 07:22:11,012 - mmaction - INFO - Epoch [135][240/1879] lr: 4.632e-02, eta: 2 days, 10:43:50, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4770, top5_acc: 0.7129, loss_cls: 2.3445, loss: 2.3445, grad_norm: 2.7443 2021-07-10 07:22:28,474 - mmaction - INFO - Epoch [135][260/1879] lr: 4.632e-02, eta: 2 days, 10:43:30, time: 0.875, data_time: 0.005, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6895, loss_cls: 2.4021, loss: 2.4021, grad_norm: 2.7678 2021-07-10 07:22:45,952 - mmaction - INFO - Epoch [135][280/1879] lr: 4.632e-02, eta: 2 days, 10:43:11, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4520, top5_acc: 0.7012, loss_cls: 2.4140, loss: 2.4140, grad_norm: 2.8350 2021-07-10 07:23:03,427 - mmaction - INFO - Epoch [135][300/1879] lr: 4.632e-02, eta: 2 days, 10:42:52, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4727, top5_acc: 0.7109, loss_cls: 2.3245, loss: 2.3245, grad_norm: 2.8341 2021-07-10 07:23:20,993 - mmaction - INFO - Epoch [135][320/1879] lr: 4.632e-02, eta: 2 days, 10:42:32, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6980, loss_cls: 2.4157, loss: 2.4157, grad_norm: 2.7472 2021-07-10 07:23:38,504 - mmaction - INFO - Epoch [135][340/1879] lr: 4.632e-02, eta: 2 days, 10:42:13, time: 0.880, data_time: 0.007, memory: 6462, top1_acc: 0.4633, top5_acc: 0.6922, loss_cls: 2.3918, loss: 2.3918, grad_norm: 2.7507 2021-07-10 07:23:55,958 - mmaction - INFO - Epoch [135][360/1879] lr: 4.632e-02, eta: 2 days, 10:41:54, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6898, loss_cls: 2.4343, loss: 2.4343, grad_norm: 2.7797 2021-07-10 07:24:13,440 - mmaction - INFO - Epoch [135][380/1879] lr: 4.632e-02, eta: 2 days, 10:41:34, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.4027, loss: 2.4027, grad_norm: 2.7743 2021-07-10 07:24:30,894 - mmaction - INFO - Epoch [135][400/1879] lr: 4.632e-02, eta: 2 days, 10:41:15, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4363, top5_acc: 0.6809, loss_cls: 2.4998, loss: 2.4998, grad_norm: 2.8298 2021-07-10 07:24:48,341 - mmaction - INFO - Epoch [135][420/1879] lr: 4.632e-02, eta: 2 days, 10:40:56, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7109, loss_cls: 2.3661, loss: 2.3661, grad_norm: 2.7795 2021-07-10 07:25:05,997 - mmaction - INFO - Epoch [135][440/1879] lr: 4.632e-02, eta: 2 days, 10:40:36, time: 0.885, data_time: 0.005, memory: 6462, top1_acc: 0.4578, top5_acc: 0.7004, loss_cls: 2.4263, loss: 2.4263, grad_norm: 2.7380 2021-07-10 07:25:23,488 - mmaction - INFO - Epoch [135][460/1879] lr: 4.632e-02, eta: 2 days, 10:40:17, time: 0.873, data_time: 0.001, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6953, loss_cls: 2.4576, loss: 2.4576, grad_norm: 2.7792 2021-07-10 07:25:40,990 - mmaction - INFO - Epoch [135][480/1879] lr: 4.632e-02, eta: 2 days, 10:39:58, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4762, top5_acc: 0.7031, loss_cls: 2.3667, loss: 2.3667, grad_norm: 2.7544 2021-07-10 07:25:58,486 - mmaction - INFO - Epoch [135][500/1879] lr: 4.632e-02, eta: 2 days, 10:39:38, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6926, loss_cls: 2.4133, loss: 2.4133, grad_norm: 2.7502 2021-07-10 07:26:16,002 - mmaction - INFO - Epoch [135][520/1879] lr: 4.632e-02, eta: 2 days, 10:39:19, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6910, loss_cls: 2.4115, loss: 2.4115, grad_norm: 2.7589 2021-07-10 07:26:33,498 - mmaction - INFO - Epoch [135][540/1879] lr: 4.632e-02, eta: 2 days, 10:39:00, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6965, loss_cls: 2.4233, loss: 2.4233, grad_norm: 2.7803 2021-07-10 07:26:50,971 - mmaction - INFO - Epoch [135][560/1879] lr: 4.632e-02, eta: 2 days, 10:38:40, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7027, loss_cls: 2.3406, loss: 2.3406, grad_norm: 2.7530 2021-07-10 07:27:08,425 - mmaction - INFO - Epoch [135][580/1879] lr: 4.632e-02, eta: 2 days, 10:38:21, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6891, loss_cls: 2.4494, loss: 2.4494, grad_norm: 2.8977 2021-07-10 07:27:25,893 - mmaction - INFO - Epoch [135][600/1879] lr: 4.632e-02, eta: 2 days, 10:38:02, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4434, top5_acc: 0.7043, loss_cls: 2.4109, loss: 2.4109, grad_norm: 2.7592 2021-07-10 07:27:43,350 - mmaction - INFO - Epoch [135][620/1879] lr: 4.632e-02, eta: 2 days, 10:37:42, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4668, top5_acc: 0.6988, loss_cls: 2.4037, loss: 2.4037, grad_norm: 2.7489 2021-07-10 07:28:00,748 - mmaction - INFO - Epoch [135][640/1879] lr: 4.632e-02, eta: 2 days, 10:37:23, time: 0.868, data_time: 0.001, memory: 6462, top1_acc: 0.4367, top5_acc: 0.6914, loss_cls: 2.4569, loss: 2.4569, grad_norm: 2.7639 2021-07-10 07:28:18,241 - mmaction - INFO - Epoch [135][660/1879] lr: 4.632e-02, eta: 2 days, 10:37:03, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4371, top5_acc: 0.6914, loss_cls: 2.4790, loss: 2.4790, grad_norm: 2.7625 2021-07-10 07:28:35,703 - mmaction - INFO - Epoch [135][680/1879] lr: 4.632e-02, eta: 2 days, 10:36:44, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6957, loss_cls: 2.4107, loss: 2.4107, grad_norm: 2.7456 2021-07-10 07:28:53,147 - mmaction - INFO - Epoch [135][700/1879] lr: 4.632e-02, eta: 2 days, 10:36:25, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4684, top5_acc: 0.6996, loss_cls: 2.3750, loss: 2.3750, grad_norm: 2.7199 2021-07-10 07:29:10,674 - mmaction - INFO - Epoch [135][720/1879] lr: 4.632e-02, eta: 2 days, 10:36:05, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4496, top5_acc: 0.7004, loss_cls: 2.4176, loss: 2.4176, grad_norm: 2.8383 2021-07-10 07:29:28,105 - mmaction - INFO - Epoch [135][740/1879] lr: 4.632e-02, eta: 2 days, 10:35:46, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4566, top5_acc: 0.7078, loss_cls: 2.3743, loss: 2.3743, grad_norm: 2.7289 2021-07-10 07:29:45,576 - mmaction - INFO - Epoch [135][760/1879] lr: 4.632e-02, eta: 2 days, 10:35:27, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6953, loss_cls: 2.4095, loss: 2.4095, grad_norm: 2.7197 2021-07-10 07:30:03,079 - mmaction - INFO - Epoch [135][780/1879] lr: 4.632e-02, eta: 2 days, 10:35:07, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7012, loss_cls: 2.3670, loss: 2.3670, grad_norm: 2.6881 2021-07-10 07:30:20,611 - mmaction - INFO - Epoch [135][800/1879] lr: 4.632e-02, eta: 2 days, 10:34:48, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4598, top5_acc: 0.7121, loss_cls: 2.3810, loss: 2.3810, grad_norm: 2.7324 2021-07-10 07:30:38,072 - mmaction - INFO - Epoch [135][820/1879] lr: 4.632e-02, eta: 2 days, 10:34:29, time: 0.874, data_time: 0.006, memory: 6462, top1_acc: 0.4512, top5_acc: 0.7031, loss_cls: 2.4297, loss: 2.4297, grad_norm: 2.7324 2021-07-10 07:30:55,619 - mmaction - INFO - Epoch [135][840/1879] lr: 4.632e-02, eta: 2 days, 10:34:09, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7012, loss_cls: 2.3654, loss: 2.3654, grad_norm: 2.7244 2021-07-10 07:31:13,056 - mmaction - INFO - Epoch [135][860/1879] lr: 4.632e-02, eta: 2 days, 10:33:50, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4719, top5_acc: 0.6988, loss_cls: 2.3495, loss: 2.3495, grad_norm: 2.7647 2021-07-10 07:31:30,587 - mmaction - INFO - Epoch [135][880/1879] lr: 4.632e-02, eta: 2 days, 10:33:31, time: 0.879, data_time: 0.004, memory: 6462, top1_acc: 0.4379, top5_acc: 0.6898, loss_cls: 2.4691, loss: 2.4691, grad_norm: 2.8382 2021-07-10 07:31:48,020 - mmaction - INFO - Epoch [135][900/1879] lr: 4.632e-02, eta: 2 days, 10:33:11, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6988, loss_cls: 2.4040, loss: 2.4040, grad_norm: 2.7910 2021-07-10 07:32:05,396 - mmaction - INFO - Epoch [135][920/1879] lr: 4.632e-02, eta: 2 days, 10:32:52, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6934, loss_cls: 2.4316, loss: 2.4316, grad_norm: 2.8319 2021-07-10 07:32:22,932 - mmaction - INFO - Epoch [135][940/1879] lr: 4.632e-02, eta: 2 days, 10:32:32, time: 0.877, data_time: 0.007, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6988, loss_cls: 2.4109, loss: 2.4109, grad_norm: 2.8287 2021-07-10 07:32:40,465 - mmaction - INFO - Epoch [135][960/1879] lr: 4.632e-02, eta: 2 days, 10:32:13, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4559, top5_acc: 0.7078, loss_cls: 2.3880, loss: 2.3880, grad_norm: 2.7546 2021-07-10 07:32:58,011 - mmaction - INFO - Epoch [135][980/1879] lr: 4.632e-02, eta: 2 days, 10:31:54, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4754, top5_acc: 0.6977, loss_cls: 2.3663, loss: 2.3663, grad_norm: 2.7681 2021-07-10 07:33:15,382 - mmaction - INFO - Epoch [135][1000/1879] lr: 4.632e-02, eta: 2 days, 10:31:34, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4441, top5_acc: 0.6961, loss_cls: 2.4568, loss: 2.4568, grad_norm: 2.8844 2021-07-10 07:33:32,896 - mmaction - INFO - Epoch [135][1020/1879] lr: 4.632e-02, eta: 2 days, 10:31:15, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4406, top5_acc: 0.6953, loss_cls: 2.4338, loss: 2.4338, grad_norm: 2.8337 2021-07-10 07:33:50,351 - mmaction - INFO - Epoch [135][1040/1879] lr: 4.632e-02, eta: 2 days, 10:30:56, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4586, top5_acc: 0.7094, loss_cls: 2.3710, loss: 2.3710, grad_norm: 2.7381 2021-07-10 07:34:07,796 - mmaction - INFO - Epoch [135][1060/1879] lr: 4.632e-02, eta: 2 days, 10:30:36, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4293, top5_acc: 0.6730, loss_cls: 2.4878, loss: 2.4878, grad_norm: 2.8684 2021-07-10 07:34:25,305 - mmaction - INFO - Epoch [135][1080/1879] lr: 4.632e-02, eta: 2 days, 10:30:17, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4641, top5_acc: 0.6910, loss_cls: 2.4039, loss: 2.4039, grad_norm: 2.7604 2021-07-10 07:34:42,673 - mmaction - INFO - Epoch [135][1100/1879] lr: 4.632e-02, eta: 2 days, 10:29:58, time: 0.866, data_time: 0.001, memory: 6462, top1_acc: 0.4559, top5_acc: 0.7074, loss_cls: 2.3893, loss: 2.3893, grad_norm: 2.7735 2021-07-10 07:35:00,113 - mmaction - INFO - Epoch [135][1120/1879] lr: 4.632e-02, eta: 2 days, 10:29:38, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4598, top5_acc: 0.6918, loss_cls: 2.4298, loss: 2.4298, grad_norm: 2.7815 2021-07-10 07:35:17,675 - mmaction - INFO - Epoch [135][1140/1879] lr: 4.632e-02, eta: 2 days, 10:29:19, time: 0.878, data_time: 0.004, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6945, loss_cls: 2.4676, loss: 2.4676, grad_norm: 2.8432 2021-07-10 07:35:35,244 - mmaction - INFO - Epoch [135][1160/1879] lr: 4.632e-02, eta: 2 days, 10:29:00, time: 0.880, data_time: 0.006, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7000, loss_cls: 2.3795, loss: 2.3795, grad_norm: 2.7956 2021-07-10 07:35:52,605 - mmaction - INFO - Epoch [135][1180/1879] lr: 4.632e-02, eta: 2 days, 10:28:40, time: 0.869, data_time: 0.004, memory: 6462, top1_acc: 0.4578, top5_acc: 0.6898, loss_cls: 2.4376, loss: 2.4376, grad_norm: 2.7288 2021-07-10 07:36:10,297 - mmaction - INFO - Epoch [135][1200/1879] lr: 4.632e-02, eta: 2 days, 10:28:21, time: 0.885, data_time: 0.004, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6992, loss_cls: 2.4453, loss: 2.4453, grad_norm: 2.8720 2021-07-10 07:36:27,785 - mmaction - INFO - Epoch [135][1220/1879] lr: 4.632e-02, eta: 2 days, 10:28:02, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6824, loss_cls: 2.4670, loss: 2.4670, grad_norm: 2.8684 2021-07-10 07:36:45,247 - mmaction - INFO - Epoch [135][1240/1879] lr: 4.632e-02, eta: 2 days, 10:27:42, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4445, top5_acc: 0.6855, loss_cls: 2.4732, loss: 2.4732, grad_norm: 2.7265 2021-07-10 07:37:02,747 - mmaction - INFO - Epoch [135][1260/1879] lr: 4.632e-02, eta: 2 days, 10:27:23, time: 0.871, data_time: 0.002, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6828, loss_cls: 2.4904, loss: 2.4904, grad_norm: 2.7537 2021-07-10 07:37:20,247 - mmaction - INFO - Epoch [135][1280/1879] lr: 4.632e-02, eta: 2 days, 10:27:04, time: 0.878, data_time: 0.007, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6969, loss_cls: 2.4120, loss: 2.4120, grad_norm: 2.7584 2021-07-10 07:37:37,630 - mmaction - INFO - Epoch [135][1300/1879] lr: 4.632e-02, eta: 2 days, 10:26:44, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4457, top5_acc: 0.6945, loss_cls: 2.4382, loss: 2.4382, grad_norm: 2.7661 2021-07-10 07:37:55,142 - mmaction - INFO - Epoch [135][1320/1879] lr: 4.632e-02, eta: 2 days, 10:26:25, time: 0.876, data_time: 0.004, memory: 6462, top1_acc: 0.4504, top5_acc: 0.7012, loss_cls: 2.4321, loss: 2.4321, grad_norm: 2.8794 2021-07-10 07:38:12,584 - mmaction - INFO - Epoch [135][1340/1879] lr: 4.632e-02, eta: 2 days, 10:26:06, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4516, top5_acc: 0.7078, loss_cls: 2.3986, loss: 2.3986, grad_norm: 2.7543 2021-07-10 07:38:29,997 - mmaction - INFO - Epoch [135][1360/1879] lr: 4.632e-02, eta: 2 days, 10:25:46, time: 0.871, data_time: 0.005, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6836, loss_cls: 2.4426, loss: 2.4426, grad_norm: 2.7455 2021-07-10 07:38:47,514 - mmaction - INFO - Epoch [135][1380/1879] lr: 4.632e-02, eta: 2 days, 10:25:27, time: 0.875, data_time: 0.002, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6906, loss_cls: 2.4404, loss: 2.4404, grad_norm: 2.7630 2021-07-10 07:39:05,002 - mmaction - INFO - Epoch [135][1400/1879] lr: 4.632e-02, eta: 2 days, 10:25:08, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6953, loss_cls: 2.4325, loss: 2.4325, grad_norm: 2.7717 2021-07-10 07:39:22,366 - mmaction - INFO - Epoch [135][1420/1879] lr: 4.632e-02, eta: 2 days, 10:24:48, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6910, loss_cls: 2.4116, loss: 2.4116, grad_norm: 2.7877 2021-07-10 07:39:39,791 - mmaction - INFO - Epoch [135][1440/1879] lr: 4.632e-02, eta: 2 days, 10:24:29, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6965, loss_cls: 2.4255, loss: 2.4255, grad_norm: 2.7433 2021-07-10 07:39:57,241 - mmaction - INFO - Epoch [135][1460/1879] lr: 4.632e-02, eta: 2 days, 10:24:09, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6906, loss_cls: 2.3966, loss: 2.3966, grad_norm: 2.7626 2021-07-10 07:40:14,667 - mmaction - INFO - Epoch [135][1480/1879] lr: 4.632e-02, eta: 2 days, 10:23:50, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4664, top5_acc: 0.7012, loss_cls: 2.3871, loss: 2.3871, grad_norm: 2.7473 2021-07-10 07:40:32,145 - mmaction - INFO - Epoch [135][1500/1879] lr: 4.632e-02, eta: 2 days, 10:23:31, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6895, loss_cls: 2.4543, loss: 2.4543, grad_norm: 2.8116 2021-07-10 07:40:49,671 - mmaction - INFO - Epoch [135][1520/1879] lr: 4.632e-02, eta: 2 days, 10:23:11, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4582, top5_acc: 0.6992, loss_cls: 2.3746, loss: 2.3746, grad_norm: 2.7356 2021-07-10 07:41:07,111 - mmaction - INFO - Epoch [135][1540/1879] lr: 4.632e-02, eta: 2 days, 10:22:52, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6941, loss_cls: 2.4230, loss: 2.4230, grad_norm: 2.8508 2021-07-10 07:41:24,563 - mmaction - INFO - Epoch [135][1560/1879] lr: 4.632e-02, eta: 2 days, 10:22:33, time: 0.873, data_time: 0.006, memory: 6462, top1_acc: 0.4375, top5_acc: 0.6824, loss_cls: 2.5119, loss: 2.5119, grad_norm: 2.8346 2021-07-10 07:41:42,045 - mmaction - INFO - Epoch [135][1580/1879] lr: 4.632e-02, eta: 2 days, 10:22:13, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6797, loss_cls: 2.4558, loss: 2.4558, grad_norm: 2.8055 2021-07-10 07:41:59,469 - mmaction - INFO - Epoch [135][1600/1879] lr: 4.632e-02, eta: 2 days, 10:21:54, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4617, top5_acc: 0.6945, loss_cls: 2.4304, loss: 2.4304, grad_norm: 2.7794 2021-07-10 07:42:16,868 - mmaction - INFO - Epoch [135][1620/1879] lr: 4.632e-02, eta: 2 days, 10:21:34, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4359, top5_acc: 0.6770, loss_cls: 2.5269, loss: 2.5269, grad_norm: 2.7617 2021-07-10 07:42:34,374 - mmaction - INFO - Epoch [135][1640/1879] lr: 4.632e-02, eta: 2 days, 10:21:15, time: 0.872, data_time: 0.001, memory: 6462, top1_acc: 0.4523, top5_acc: 0.6969, loss_cls: 2.4416, loss: 2.4416, grad_norm: 2.7582 2021-07-10 07:42:51,759 - mmaction - INFO - Epoch [135][1660/1879] lr: 4.632e-02, eta: 2 days, 10:20:56, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6898, loss_cls: 2.4671, loss: 2.4671, grad_norm: 2.7092 2021-07-10 07:43:09,149 - mmaction - INFO - Epoch [135][1680/1879] lr: 4.632e-02, eta: 2 days, 10:20:36, time: 0.870, data_time: 0.003, memory: 6462, top1_acc: 0.4484, top5_acc: 0.6813, loss_cls: 2.4477, loss: 2.4477, grad_norm: 2.6781 2021-07-10 07:43:26,644 - mmaction - INFO - Epoch [135][1700/1879] lr: 4.632e-02, eta: 2 days, 10:20:17, time: 0.873, data_time: 0.005, memory: 6462, top1_acc: 0.4520, top5_acc: 0.7102, loss_cls: 2.3665, loss: 2.3665, grad_norm: 2.7448 2021-07-10 07:43:44,158 - mmaction - INFO - Epoch [135][1720/1879] lr: 4.632e-02, eta: 2 days, 10:19:58, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4605, top5_acc: 0.6957, loss_cls: 2.3944, loss: 2.3944, grad_norm: 2.7158 2021-07-10 07:44:01,528 - mmaction - INFO - Epoch [135][1740/1879] lr: 4.632e-02, eta: 2 days, 10:19:38, time: 0.868, data_time: 0.002, memory: 6462, top1_acc: 0.4551, top5_acc: 0.7055, loss_cls: 2.3968, loss: 2.3968, grad_norm: 2.7422 2021-07-10 07:44:19,005 - mmaction - INFO - Epoch [135][1760/1879] lr: 4.632e-02, eta: 2 days, 10:19:19, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6922, loss_cls: 2.4423, loss: 2.4423, grad_norm: 2.7812 2021-07-10 07:44:36,429 - mmaction - INFO - Epoch [135][1780/1879] lr: 4.632e-02, eta: 2 days, 10:18:59, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6996, loss_cls: 2.4164, loss: 2.4164, grad_norm: 2.7091 2021-07-10 07:44:53,870 - mmaction - INFO - Epoch [135][1800/1879] lr: 4.632e-02, eta: 2 days, 10:18:40, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6937, loss_cls: 2.4181, loss: 2.4181, grad_norm: 2.7666 2021-07-10 07:45:11,413 - mmaction - INFO - Epoch [135][1820/1879] lr: 4.632e-02, eta: 2 days, 10:18:21, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7051, loss_cls: 2.3623, loss: 2.3623, grad_norm: 2.7964 2021-07-10 07:45:28,809 - mmaction - INFO - Epoch [135][1840/1879] lr: 4.632e-02, eta: 2 days, 10:18:01, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4477, top5_acc: 0.7031, loss_cls: 2.4259, loss: 2.4259, grad_norm: 2.7984 2021-07-10 07:45:46,285 - mmaction - INFO - Epoch [135][1860/1879] lr: 4.632e-02, eta: 2 days, 10:17:42, time: 0.875, data_time: 0.006, memory: 6462, top1_acc: 0.4754, top5_acc: 0.7043, loss_cls: 2.3673, loss: 2.3673, grad_norm: 2.7674 2021-07-10 07:49:17,263 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-10 07:49:18,037 - mmaction - INFO - top1_acc 0.5181 top5_acc 0.7688 2021-07-10 07:49:18,037 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-10 07:49:18,069 - mmaction - INFO - mean_acc 0.5181 2021-07-10 07:49:19,049 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_135.pth. 2021-07-10 07:49:19,050 - mmaction - INFO - Best top1_acc is 0.5181 at 135 epoch. 2021-07-10 07:49:19,057 - mmaction - INFO - Epoch(val) [135][155] top1_acc: 0.5181, top5_acc: 0.7688, mean_class_accuracy: 0.5181 2021-07-10 07:50:49,172 - mmaction - INFO - Epoch [136][20/1879] lr: 4.571e-02, eta: 2 days, 10:17:54, time: 4.503, data_time: 3.302, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7094, loss_cls: 2.3505, loss: 2.3505, grad_norm: 2.7370 2021-07-10 07:51:06,085 - mmaction - INFO - Epoch [136][40/1879] lr: 4.571e-02, eta: 2 days, 10:17:35, time: 0.846, data_time: 0.006, memory: 6462, top1_acc: 0.4555, top5_acc: 0.7105, loss_cls: 2.3479, loss: 2.3479, grad_norm: 2.7860 2021-07-10 07:51:23,085 - mmaction - INFO - Epoch [136][60/1879] lr: 4.571e-02, eta: 2 days, 10:17:15, time: 0.852, data_time: 0.003, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6934, loss_cls: 2.4194, loss: 2.4194, grad_norm: 2.7752 2021-07-10 07:51:40,366 - mmaction - INFO - Epoch [136][80/1879] lr: 4.571e-02, eta: 2 days, 10:16:55, time: 0.862, data_time: 0.003, memory: 6462, top1_acc: 0.4688, top5_acc: 0.7109, loss_cls: 2.3900, loss: 2.3900, grad_norm: 2.7328 2021-07-10 07:51:57,743 - mmaction - INFO - Epoch [136][100/1879] lr: 4.571e-02, eta: 2 days, 10:16:36, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4805, top5_acc: 0.7043, loss_cls: 2.3235, loss: 2.3235, grad_norm: 2.7820 2021-07-10 07:52:15,102 - mmaction - INFO - Epoch [136][120/1879] lr: 4.571e-02, eta: 2 days, 10:16:16, time: 0.869, data_time: 0.005, memory: 6462, top1_acc: 0.4402, top5_acc: 0.6875, loss_cls: 2.4430, loss: 2.4430, grad_norm: 2.8246 2021-07-10 07:52:32,364 - mmaction - INFO - Epoch [136][140/1879] lr: 4.571e-02, eta: 2 days, 10:15:57, time: 0.861, data_time: 0.001, memory: 6462, top1_acc: 0.4613, top5_acc: 0.7102, loss_cls: 2.3659, loss: 2.3659, grad_norm: 2.7762 2021-07-10 07:52:49,739 - mmaction - INFO - Epoch [136][160/1879] lr: 4.571e-02, eta: 2 days, 10:15:37, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4660, top5_acc: 0.7141, loss_cls: 2.3271, loss: 2.3271, grad_norm: 2.7719 2021-07-10 07:53:07,242 - mmaction - INFO - Epoch [136][180/1879] lr: 4.571e-02, eta: 2 days, 10:15:18, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7055, loss_cls: 2.3757, loss: 2.3757, grad_norm: 2.8140 2021-07-10 07:53:24,630 - mmaction - INFO - Epoch [136][200/1879] lr: 4.571e-02, eta: 2 days, 10:14:59, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6977, loss_cls: 2.4203, loss: 2.4203, grad_norm: 2.7830 2021-07-10 07:53:42,030 - mmaction - INFO - Epoch [136][220/1879] lr: 4.571e-02, eta: 2 days, 10:14:39, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4531, top5_acc: 0.6965, loss_cls: 2.4336, loss: 2.4336, grad_norm: 2.7569 2021-07-10 07:53:59,442 - mmaction - INFO - Epoch [136][240/1879] lr: 4.571e-02, eta: 2 days, 10:14:20, time: 0.869, data_time: 0.001, memory: 6462, top1_acc: 0.4637, top5_acc: 0.7039, loss_cls: 2.3849, loss: 2.3849, grad_norm: 2.7560 2021-07-10 07:54:16,953 - mmaction - INFO - Epoch [136][260/1879] lr: 4.571e-02, eta: 2 days, 10:14:01, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4652, top5_acc: 0.6953, loss_cls: 2.3854, loss: 2.3854, grad_norm: 2.7926 2021-07-10 07:54:34,388 - mmaction - INFO - Epoch [136][280/1879] lr: 4.571e-02, eta: 2 days, 10:13:41, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4691, top5_acc: 0.6922, loss_cls: 2.4110, loss: 2.4110, grad_norm: 2.8085 2021-07-10 07:54:51,810 - mmaction - INFO - Epoch [136][300/1879] lr: 4.571e-02, eta: 2 days, 10:13:22, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7148, loss_cls: 2.3783, loss: 2.3783, grad_norm: 2.7967 2021-07-10 07:55:09,412 - mmaction - INFO - Epoch [136][320/1879] lr: 4.571e-02, eta: 2 days, 10:13:03, time: 0.883, data_time: 0.004, memory: 6462, top1_acc: 0.4656, top5_acc: 0.6996, loss_cls: 2.4113, loss: 2.4113, grad_norm: 2.7952 2021-07-10 07:55:26,786 - mmaction - INFO - Epoch [136][340/1879] lr: 4.571e-02, eta: 2 days, 10:12:43, time: 0.867, data_time: 0.001, memory: 6462, top1_acc: 0.4594, top5_acc: 0.7098, loss_cls: 2.3878, loss: 2.3878, grad_norm: 2.8087 2021-07-10 07:55:44,299 - mmaction - INFO - Epoch [136][360/1879] lr: 4.571e-02, eta: 2 days, 10:12:24, time: 0.877, data_time: 0.003, memory: 6462, top1_acc: 0.4559, top5_acc: 0.6965, loss_cls: 2.4323, loss: 2.4323, grad_norm: 2.8393 2021-07-10 07:56:01,663 - mmaction - INFO - Epoch [136][380/1879] lr: 4.571e-02, eta: 2 days, 10:12:04, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4676, top5_acc: 0.6992, loss_cls: 2.4070, loss: 2.4070, grad_norm: 2.7597 2021-07-10 07:56:19,179 - mmaction - INFO - Epoch [136][400/1879] lr: 4.571e-02, eta: 2 days, 10:11:45, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4453, top5_acc: 0.6914, loss_cls: 2.4601, loss: 2.4601, grad_norm: 2.7603 2021-07-10 07:56:36,668 - mmaction - INFO - Epoch [136][420/1879] lr: 4.571e-02, eta: 2 days, 10:11:26, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4547, top5_acc: 0.6949, loss_cls: 2.4119, loss: 2.4119, grad_norm: 2.7064 2021-07-10 07:56:54,191 - mmaction - INFO - Epoch [136][440/1879] lr: 4.571e-02, eta: 2 days, 10:11:06, time: 0.875, data_time: 0.004, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6926, loss_cls: 2.4097, loss: 2.4097, grad_norm: 2.7582 2021-07-10 07:57:11,595 - mmaction - INFO - Epoch [136][460/1879] lr: 4.571e-02, eta: 2 days, 10:10:47, time: 0.871, data_time: 0.006, memory: 6462, top1_acc: 0.4676, top5_acc: 0.7000, loss_cls: 2.3887, loss: 2.3887, grad_norm: 2.7260 2021-07-10 07:57:29,109 - mmaction - INFO - Epoch [136][480/1879] lr: 4.571e-02, eta: 2 days, 10:10:28, time: 0.878, data_time: 0.003, memory: 6462, top1_acc: 0.4570, top5_acc: 0.7090, loss_cls: 2.3884, loss: 2.3884, grad_norm: 2.7606 2021-07-10 07:57:46,654 - mmaction - INFO - Epoch [136][500/1879] lr: 4.571e-02, eta: 2 days, 10:10:08, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4395, top5_acc: 0.6953, loss_cls: 2.4303, loss: 2.4303, grad_norm: 2.7413 2021-07-10 07:58:04,038 - mmaction - INFO - Epoch [136][520/1879] lr: 4.571e-02, eta: 2 days, 10:09:49, time: 0.872, data_time: 0.006, memory: 6462, top1_acc: 0.4590, top5_acc: 0.7039, loss_cls: 2.4155, loss: 2.4155, grad_norm: 2.7666 2021-07-10 07:58:21,527 - mmaction - INFO - Epoch [136][540/1879] lr: 4.571e-02, eta: 2 days, 10:09:30, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4449, top5_acc: 0.7016, loss_cls: 2.4374, loss: 2.4374, grad_norm: 2.8143 2021-07-10 07:58:38,966 - mmaction - INFO - Epoch [136][560/1879] lr: 4.571e-02, eta: 2 days, 10:09:10, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4629, top5_acc: 0.7039, loss_cls: 2.3658, loss: 2.3658, grad_norm: 2.7639 2021-07-10 07:58:56,596 - mmaction - INFO - Epoch [136][580/1879] lr: 4.571e-02, eta: 2 days, 10:08:51, time: 0.879, data_time: 0.005, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6863, loss_cls: 2.4422, loss: 2.4422, grad_norm: 2.8096 2021-07-10 07:59:13,980 - mmaction - INFO - Epoch [136][600/1879] lr: 4.571e-02, eta: 2 days, 10:08:32, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4480, top5_acc: 0.6941, loss_cls: 2.4511, loss: 2.4511, grad_norm: 2.7662 2021-07-10 07:59:31,394 - mmaction - INFO - Epoch [136][620/1879] lr: 4.571e-02, eta: 2 days, 10:08:12, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4719, top5_acc: 0.6910, loss_cls: 2.3680, loss: 2.3680, grad_norm: 2.7067 2021-07-10 07:59:48,892 - mmaction - INFO - Epoch [136][640/1879] lr: 4.571e-02, eta: 2 days, 10:07:53, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4641, top5_acc: 0.7031, loss_cls: 2.3248, loss: 2.3248, grad_norm: 2.7907 2021-07-10 08:00:06,514 - mmaction - INFO - Epoch [136][660/1879] lr: 4.571e-02, eta: 2 days, 10:07:34, time: 0.882, data_time: 0.005, memory: 6462, top1_acc: 0.4504, top5_acc: 0.7020, loss_cls: 2.4199, loss: 2.4199, grad_norm: 2.7637 2021-07-10 08:00:23,959 - mmaction - INFO - Epoch [136][680/1879] lr: 4.571e-02, eta: 2 days, 10:07:14, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4500, top5_acc: 0.6961, loss_cls: 2.4208, loss: 2.4208, grad_norm: 2.8166 2021-07-10 08:00:41,408 - mmaction - INFO - Epoch [136][700/1879] lr: 4.571e-02, eta: 2 days, 10:06:55, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4609, top5_acc: 0.6969, loss_cls: 2.4016, loss: 2.4016, grad_norm: 2.7541 2021-07-10 08:00:58,854 - mmaction - INFO - Epoch [136][720/1879] lr: 4.571e-02, eta: 2 days, 10:06:36, time: 0.872, data_time: 0.002, memory: 6462, top1_acc: 0.4656, top5_acc: 0.7004, loss_cls: 2.3516, loss: 2.3516, grad_norm: 2.7741 2021-07-10 08:01:16,233 - mmaction - INFO - Epoch [136][740/1879] lr: 4.571e-02, eta: 2 days, 10:06:16, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7070, loss_cls: 2.3695, loss: 2.3695, grad_norm: 2.8164 2021-07-10 08:01:33,798 - mmaction - INFO - Epoch [136][760/1879] lr: 4.571e-02, eta: 2 days, 10:05:57, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4680, top5_acc: 0.7160, loss_cls: 2.3352, loss: 2.3352, grad_norm: 2.7423 2021-07-10 08:01:51,287 - mmaction - INFO - Epoch [136][780/1879] lr: 4.571e-02, eta: 2 days, 10:05:38, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4633, top5_acc: 0.6914, loss_cls: 2.4379, loss: 2.4379, grad_norm: 2.8006 2021-07-10 08:02:08,563 - mmaction - INFO - Epoch [136][800/1879] lr: 4.571e-02, eta: 2 days, 10:05:18, time: 0.866, data_time: 0.003, memory: 6462, top1_acc: 0.4512, top5_acc: 0.6895, loss_cls: 2.4470, loss: 2.4470, grad_norm: 2.7586 2021-07-10 08:02:26,060 - mmaction - INFO - Epoch [136][820/1879] lr: 4.571e-02, eta: 2 days, 10:04:59, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6910, loss_cls: 2.4684, loss: 2.4684, grad_norm: 2.7854 2021-07-10 08:02:43,562 - mmaction - INFO - Epoch [136][840/1879] lr: 4.571e-02, eta: 2 days, 10:04:39, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4684, top5_acc: 0.7109, loss_cls: 2.3553, loss: 2.3553, grad_norm: 2.7201 2021-07-10 08:03:01,008 - mmaction - INFO - Epoch [136][860/1879] lr: 4.571e-02, eta: 2 days, 10:04:20, time: 0.871, data_time: 0.004, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6984, loss_cls: 2.4001, loss: 2.4001, grad_norm: 2.7354 2021-07-10 08:03:18,388 - mmaction - INFO - Epoch [136][880/1879] lr: 4.571e-02, eta: 2 days, 10:04:01, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4703, top5_acc: 0.7129, loss_cls: 2.3719, loss: 2.3719, grad_norm: 2.7929 2021-07-10 08:03:35,832 - mmaction - INFO - Epoch [136][900/1879] lr: 4.571e-02, eta: 2 days, 10:03:41, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4516, top5_acc: 0.6977, loss_cls: 2.4213, loss: 2.4213, grad_norm: 2.7544 2021-07-10 08:03:53,294 - mmaction - INFO - Epoch [136][920/1879] lr: 4.571e-02, eta: 2 days, 10:03:22, time: 0.871, data_time: 0.001, memory: 6462, top1_acc: 0.4570, top5_acc: 0.6922, loss_cls: 2.4328, loss: 2.4328, grad_norm: 2.7572 2021-07-10 08:04:10,740 - mmaction - INFO - Epoch [136][940/1879] lr: 4.571e-02, eta: 2 days, 10:03:03, time: 0.874, data_time: 0.005, memory: 6462, top1_acc: 0.4449, top5_acc: 0.6852, loss_cls: 2.4589, loss: 2.4589, grad_norm: 2.7833 2021-07-10 08:04:28,165 - mmaction - INFO - Epoch [136][960/1879] lr: 4.571e-02, eta: 2 days, 10:02:43, time: 0.872, data_time: 0.005, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6945, loss_cls: 2.4368, loss: 2.4368, grad_norm: 2.7967 2021-07-10 08:04:45,534 - mmaction - INFO - Epoch [136][980/1879] lr: 4.571e-02, eta: 2 days, 10:02:24, time: 0.869, data_time: 0.002, memory: 6462, top1_acc: 0.4613, top5_acc: 0.6957, loss_cls: 2.4143, loss: 2.4143, grad_norm: 2.7642 2021-07-10 08:05:03,100 - mmaction - INFO - Epoch [136][1000/1879] lr: 4.571e-02, eta: 2 days, 10:02:05, time: 0.877, data_time: 0.004, memory: 6462, top1_acc: 0.4574, top5_acc: 0.7059, loss_cls: 2.3636, loss: 2.3636, grad_norm: 2.7719 2021-07-10 08:05:20,440 - mmaction - INFO - Epoch [136][1020/1879] lr: 4.571e-02, eta: 2 days, 10:01:45, time: 0.868, data_time: 0.003, memory: 6462, top1_acc: 0.4504, top5_acc: 0.6934, loss_cls: 2.4474, loss: 2.4474, grad_norm: 2.7866 2021-07-10 08:05:37,973 - mmaction - INFO - Epoch [136][1040/1879] lr: 4.571e-02, eta: 2 days, 10:01:26, time: 0.876, data_time: 0.002, memory: 6462, top1_acc: 0.4527, top5_acc: 0.7016, loss_cls: 2.4062, loss: 2.4062, grad_norm: 2.7930 2021-07-10 08:05:55,461 - mmaction - INFO - Epoch [136][1060/1879] lr: 4.571e-02, eta: 2 days, 10:01:07, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6824, loss_cls: 2.4697, loss: 2.4697, grad_norm: 2.7795 2021-07-10 08:06:12,945 - mmaction - INFO - Epoch [136][1080/1879] lr: 4.571e-02, eta: 2 days, 10:00:47, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6793, loss_cls: 2.4478, loss: 2.4478, grad_norm: 2.7790 2021-07-10 08:06:30,456 - mmaction - INFO - Epoch [136][1100/1879] lr: 4.571e-02, eta: 2 days, 10:00:28, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4422, top5_acc: 0.6758, loss_cls: 2.5064, loss: 2.5064, grad_norm: 2.7862 2021-07-10 08:06:47,903 - mmaction - INFO - Epoch [136][1120/1879] lr: 4.571e-02, eta: 2 days, 10:00:09, time: 0.873, data_time: 0.002, memory: 6462, top1_acc: 0.4672, top5_acc: 0.7000, loss_cls: 2.3810, loss: 2.3810, grad_norm: 2.7915 2021-07-10 08:07:05,402 - mmaction - INFO - Epoch [136][1140/1879] lr: 4.571e-02, eta: 2 days, 9:59:49, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4773, top5_acc: 0.7117, loss_cls: 2.3238, loss: 2.3238, grad_norm: 2.7605 2021-07-10 08:07:22,805 - mmaction - INFO - Epoch [136][1160/1879] lr: 4.571e-02, eta: 2 days, 9:59:30, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4520, top5_acc: 0.6879, loss_cls: 2.4767, loss: 2.4767, grad_norm: 2.7689 2021-07-10 08:07:40,279 - mmaction - INFO - Epoch [136][1180/1879] lr: 4.571e-02, eta: 2 days, 9:59:10, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6973, loss_cls: 2.4095, loss: 2.4095, grad_norm: 2.7957 2021-07-10 08:07:57,651 - mmaction - INFO - Epoch [136][1200/1879] lr: 4.571e-02, eta: 2 days, 9:58:51, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4602, top5_acc: 0.7035, loss_cls: 2.3966, loss: 2.3966, grad_norm: 2.7505 2021-07-10 08:08:15,149 - mmaction - INFO - Epoch [136][1220/1879] lr: 4.571e-02, eta: 2 days, 9:58:32, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6887, loss_cls: 2.4421, loss: 2.4421, grad_norm: 2.7817 2021-07-10 08:08:32,615 - mmaction - INFO - Epoch [136][1240/1879] lr: 4.571e-02, eta: 2 days, 9:58:12, time: 0.875, data_time: 0.003, memory: 6462, top1_acc: 0.4602, top5_acc: 0.6988, loss_cls: 2.4177, loss: 2.4177, grad_norm: 2.7759 2021-07-10 08:08:50,125 - mmaction - INFO - Epoch [136][1260/1879] lr: 4.571e-02, eta: 2 days, 9:57:53, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4469, top5_acc: 0.6977, loss_cls: 2.4249, loss: 2.4249, grad_norm: 2.7375 2021-07-10 08:09:07,513 - mmaction - INFO - Epoch [136][1280/1879] lr: 4.571e-02, eta: 2 days, 9:57:34, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4621, top5_acc: 0.7027, loss_cls: 2.3549, loss: 2.3549, grad_norm: 2.7728 2021-07-10 08:09:24,865 - mmaction - INFO - Epoch [136][1300/1879] lr: 4.571e-02, eta: 2 days, 9:57:14, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4695, top5_acc: 0.7035, loss_cls: 2.3493, loss: 2.3493, grad_norm: 2.6851 2021-07-10 08:09:42,310 - mmaction - INFO - Epoch [136][1320/1879] lr: 4.571e-02, eta: 2 days, 9:56:55, time: 0.872, data_time: 0.004, memory: 6462, top1_acc: 0.4332, top5_acc: 0.6656, loss_cls: 2.5307, loss: 2.5307, grad_norm: 2.7423 2021-07-10 08:09:59,770 - mmaction - INFO - Epoch [136][1340/1879] lr: 4.571e-02, eta: 2 days, 9:56:36, time: 0.874, data_time: 0.003, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6848, loss_cls: 2.4441, loss: 2.4441, grad_norm: 2.7429 2021-07-10 08:10:17,291 - mmaction - INFO - Epoch [136][1360/1879] lr: 4.571e-02, eta: 2 days, 9:56:16, time: 0.875, data_time: 0.001, memory: 6462, top1_acc: 0.4398, top5_acc: 0.6848, loss_cls: 2.4410, loss: 2.4410, grad_norm: 2.8171 2021-07-10 08:10:34,700 - mmaction - INFO - Epoch [136][1380/1879] lr: 4.571e-02, eta: 2 days, 9:55:57, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7043, loss_cls: 2.3880, loss: 2.3880, grad_norm: 2.7931 2021-07-10 08:10:52,133 - mmaction - INFO - Epoch [136][1400/1879] lr: 4.571e-02, eta: 2 days, 9:55:38, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4426, top5_acc: 0.6820, loss_cls: 2.4710, loss: 2.4710, grad_norm: 2.7777 2021-07-10 08:11:09,618 - mmaction - INFO - Epoch [136][1420/1879] lr: 4.571e-02, eta: 2 days, 9:55:18, time: 0.876, data_time: 0.003, memory: 6462, top1_acc: 0.4719, top5_acc: 0.7043, loss_cls: 2.3589, loss: 2.3589, grad_norm: 2.7869 2021-07-10 08:11:27,073 - mmaction - INFO - Epoch [136][1440/1879] lr: 4.571e-02, eta: 2 days, 9:54:59, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4586, top5_acc: 0.6930, loss_cls: 2.4257, loss: 2.4257, grad_norm: 2.8320 2021-07-10 08:11:44,607 - mmaction - INFO - Epoch [136][1460/1879] lr: 4.571e-02, eta: 2 days, 9:54:40, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4551, top5_acc: 0.6828, loss_cls: 2.4863, loss: 2.4863, grad_norm: 2.8113 2021-07-10 08:12:02,081 - mmaction - INFO - Epoch [136][1480/1879] lr: 4.571e-02, eta: 2 days, 9:54:20, time: 0.873, data_time: 0.004, memory: 6462, top1_acc: 0.4621, top5_acc: 0.6902, loss_cls: 2.4267, loss: 2.4267, grad_norm: 2.7659 2021-07-10 08:12:19,577 - mmaction - INFO - Epoch [136][1500/1879] lr: 4.571e-02, eta: 2 days, 9:54:01, time: 0.874, data_time: 0.002, memory: 6462, top1_acc: 0.4672, top5_acc: 0.6988, loss_cls: 2.4077, loss: 2.4077, grad_norm: 2.7264 2021-07-10 08:12:36,942 - mmaction - INFO - Epoch [136][1520/1879] lr: 4.571e-02, eta: 2 days, 9:53:42, time: 0.867, data_time: 0.002, memory: 6462, top1_acc: 0.4625, top5_acc: 0.7078, loss_cls: 2.3366, loss: 2.3366, grad_norm: 2.7677 2021-07-10 08:12:54,343 - mmaction - INFO - Epoch [136][1540/1879] lr: 4.571e-02, eta: 2 days, 9:53:22, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4531, top5_acc: 0.7066, loss_cls: 2.3878, loss: 2.3878, grad_norm: 2.7616 2021-07-10 08:13:11,918 - mmaction - INFO - Epoch [136][1560/1879] lr: 4.571e-02, eta: 2 days, 9:53:03, time: 0.877, data_time: 0.005, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6930, loss_cls: 2.4003, loss: 2.4003, grad_norm: 2.7881 2021-07-10 08:13:29,352 - mmaction - INFO - Epoch [136][1580/1879] lr: 4.571e-02, eta: 2 days, 9:52:44, time: 0.873, data_time: 0.003, memory: 6462, top1_acc: 0.4566, top5_acc: 0.6957, loss_cls: 2.4089, loss: 2.4089, grad_norm: 2.7948 2021-07-10 08:13:46,891 - mmaction - INFO - Epoch [136][1600/1879] lr: 4.571e-02, eta: 2 days, 9:52:24, time: 0.874, data_time: 0.004, memory: 6462, top1_acc: 0.4539, top5_acc: 0.6930, loss_cls: 2.4105, loss: 2.4105, grad_norm: 2.7760 2021-07-10 08:14:04,417 - mmaction - INFO - Epoch [136][1620/1879] lr: 4.571e-02, eta: 2 days, 9:52:05, time: 0.878, data_time: 0.005, memory: 6462, top1_acc: 0.4535, top5_acc: 0.6910, loss_cls: 2.4489, loss: 2.4489, grad_norm: 2.7986 2021-07-10 08:14:21,850 - mmaction - INFO - Epoch [136][1640/1879] lr: 4.571e-02, eta: 2 days, 9:51:46, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4473, top5_acc: 0.6887, loss_cls: 2.4570, loss: 2.4570, grad_norm: 2.8151 2021-07-10 08:14:39,228 - mmaction - INFO - Epoch [136][1660/1879] lr: 4.571e-02, eta: 2 days, 9:51:26, time: 0.870, data_time: 0.005, memory: 6462, top1_acc: 0.4496, top5_acc: 0.6918, loss_cls: 2.4207, loss: 2.4207, grad_norm: 2.8784 2021-07-10 08:14:56,612 - mmaction - INFO - Epoch [136][1680/1879] lr: 4.571e-02, eta: 2 days, 9:51:07, time: 0.869, data_time: 0.003, memory: 6462, top1_acc: 0.4555, top5_acc: 0.6984, loss_cls: 2.4106, loss: 2.4106, grad_norm: 2.8105 2021-07-10 08:15:14,201 - mmaction - INFO - Epoch [136][1700/1879] lr: 4.571e-02, eta: 2 days, 9:50:48, time: 0.879, data_time: 0.006, memory: 6462, top1_acc: 0.4574, top5_acc: 0.6980, loss_cls: 2.4310, loss: 2.4310, grad_norm: 2.8089 2021-07-10 08:15:31,817 - mmaction - INFO - Epoch [136][1720/1879] lr: 4.571e-02, eta: 2 days, 9:50:28, time: 0.882, data_time: 0.003, memory: 6462, top1_acc: 0.4523, top5_acc: 0.7035, loss_cls: 2.3933, loss: 2.3933, grad_norm: 2.7922 2021-07-10 08:15:49,284 - mmaction - INFO - Epoch [136][1740/1879] lr: 4.571e-02, eta: 2 days, 9:50:09, time: 0.872, data_time: 0.003, memory: 6462, top1_acc: 0.4387, top5_acc: 0.6859, loss_cls: 2.4860, loss: 2.4860, grad_norm: 2.7921 2021-07-10 08:16:06,717 - mmaction - INFO - Epoch [136][1760/1879] lr: 4.571e-02, eta: 2 days, 9:49:50, time: 0.871, data_time: 0.003, memory: 6462, top1_acc: 0.4508, top5_acc: 0.6949, loss_cls: 2.4327, loss: 2.4327, grad_norm: 2.7765 2021-07-10 08:16:24,211 - mmaction - INFO - Epoch [136][1780/1879] lr: 4.571e-02, eta: 2 days, 9:49:30, time: 0.876, data_time: 0.005, memory: 6462, top1_acc: 0.4492, top5_acc: 0.6906, loss_cls: 2.4447, loss: 2.4447, grad_norm: 2.7827 2021-07-10 08:16:41,664 - mmaction - INFO - Epoch [136][1800/1879] lr: 4.571e-02, eta: 2 days, 9:49:11, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4477, top5_acc: 0.6859, loss_cls: 2.4827, loss: 2.4827, grad_norm: 2.7489 2021-07-10 08:16:59,177 - mmaction - INFO - Epoch [136][1820/1879] lr: 4.571e-02, eta: 2 days, 9:48:52, time: 0.878, data_time: 0.007, memory: 6462, top1_acc: 0.4699, top5_acc: 0.7020, loss_cls: 2.3516, loss: 2.3516, grad_norm: 2.7813 2021-07-10 08:17:16,573 - mmaction - INFO - Epoch [136][1840/1879] lr: 4.571e-02, eta: 2 days, 9:48:32, time: 0.870, data_time: 0.002, memory: 6462, top1_acc: 0.4488, top5_acc: 0.6930, loss_cls: 2.4486, loss: 2.4486, grad_norm: 2.8215 2021-07-10 08:17:33,970 - mmaction - INFO - Epoch [136][1860/1879] lr: 4.571e-02, eta: 2 days, 9:48:13, time: 0.870, data_time: 0.004, memory: 6462, top1_acc: 0.4711, top5_acc: 0.7184, loss_cls: 2.3369, loss: 2.3369, grad_norm: 2.7534 2021-07-10 08:17:51,285 - mmaction - INFO - Saving checkpoint at 136 epochs 2021-07-12 09:38:39,623 - mmaction - INFO - Epoch [137][20/1879] lr: 4.510e-02, eta: 7 days, 7:28:05, time: 2.802, data_time: 1.716, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7188, loss_cls: 2.3199, loss: 2.3199, grad_norm: 2.8228 2021-07-12 09:38:55,980 - mmaction - INFO - Epoch [137][40/1879] lr: 4.510e-02, eta: 4 days, 17:21:13, time: 0.818, data_time: 0.002, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7090, loss_cls: 2.3670, loss: 2.3670, grad_norm: 2.7702 2021-07-12 09:39:12,225 - mmaction - INFO - Epoch [137][60/1879] lr: 4.510e-02, eta: 3 days, 20:29:37, time: 0.811, data_time: 0.001, memory: 6454, top1_acc: 0.4398, top5_acc: 0.6941, loss_cls: 2.4251, loss: 2.4251, grad_norm: 2.8094 2021-07-12 09:39:28,336 - mmaction - INFO - Epoch [137][80/1879] lr: 4.510e-02, eta: 3 days, 9:59:17, time: 0.807, data_time: 0.003, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7180, loss_cls: 2.2889, loss: 2.2889, grad_norm: 2.7809 2021-07-12 09:39:44,958 - mmaction - INFO - Epoch [137][100/1879] lr: 4.510e-02, eta: 3 days, 3:58:25, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.4656, top5_acc: 0.7090, loss_cls: 2.3676, loss: 2.3676, grad_norm: 2.7719 2021-07-12 09:40:01,357 - mmaction - INFO - Epoch [137][120/1879] lr: 4.510e-02, eta: 2 days, 23:52:12, time: 0.821, data_time: 0.003, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7117, loss_cls: 2.3240, loss: 2.3240, grad_norm: 2.6893 2021-07-12 09:40:17,887 - mmaction - INFO - Epoch [137][140/1879] lr: 4.510e-02, eta: 2 days, 20:59:17, time: 0.827, data_time: 0.001, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7125, loss_cls: 2.3452, loss: 2.3452, grad_norm: 2.7882 2021-07-12 09:40:34,813 - mmaction - INFO - Epoch [137][160/1879] lr: 4.510e-02, eta: 2 days, 18:58:25, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7180, loss_cls: 2.3060, loss: 2.3060, grad_norm: 2.7644 2021-07-12 09:40:51,297 - mmaction - INFO - Epoch [137][180/1879] lr: 4.510e-02, eta: 2 days, 17:15:31, time: 0.824, data_time: 0.002, memory: 6454, top1_acc: 0.4602, top5_acc: 0.6969, loss_cls: 2.3775, loss: 2.3775, grad_norm: 2.7788 2021-07-12 09:41:08,029 - mmaction - INFO - Epoch [137][200/1879] lr: 4.510e-02, eta: 2 days, 15:58:03, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.4559, top5_acc: 0.7059, loss_cls: 2.3974, loss: 2.3974, grad_norm: 2.8286 2021-07-12 09:41:24,469 - mmaction - INFO - Epoch [137][220/1879] lr: 4.510e-02, eta: 2 days, 14:49:11, time: 0.821, data_time: 0.001, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7230, loss_cls: 2.2929, loss: 2.2929, grad_norm: 2.7969 2021-07-12 09:41:41,660 - mmaction - INFO - Epoch [137][240/1879] lr: 4.510e-02, eta: 2 days, 14:03:04, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.4605, top5_acc: 0.7070, loss_cls: 2.3837, loss: 2.3837, grad_norm: 2.7644 2021-07-12 09:41:58,568 - mmaction - INFO - Epoch [137][260/1879] lr: 4.510e-02, eta: 2 days, 13:20:49, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4613, top5_acc: 0.7016, loss_cls: 2.4025, loss: 2.4025, grad_norm: 2.8174 2021-07-12 09:42:15,373 - mmaction - INFO - Epoch [137][280/1879] lr: 4.510e-02, eta: 2 days, 12:43:11, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7016, loss_cls: 2.3617, loss: 2.3617, grad_norm: 2.8177 2021-07-12 09:42:31,961 - mmaction - INFO - Epoch [137][300/1879] lr: 4.510e-02, eta: 2 days, 12:07:23, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.4477, top5_acc: 0.6844, loss_cls: 2.4413, loss: 2.4413, grad_norm: 2.8106 2021-07-12 09:42:48,858 - mmaction - INFO - Epoch [137][320/1879] lr: 4.510e-02, eta: 2 days, 11:39:59, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.4402, top5_acc: 0.6949, loss_cls: 2.4358, loss: 2.4358, grad_norm: 2.8928 2021-07-12 09:43:05,493 - mmaction - INFO - Epoch [137][340/1879] lr: 4.510e-02, eta: 2 days, 11:12:38, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.4684, top5_acc: 0.6984, loss_cls: 2.4190, loss: 2.4190, grad_norm: 2.7573 2021-07-12 09:43:22,444 - mmaction - INFO - Epoch [137][360/1879] lr: 4.510e-02, eta: 2 days, 10:51:09, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4664, top5_acc: 0.7160, loss_cls: 2.3381, loss: 2.3381, grad_norm: 2.7614 2021-07-12 09:43:39,385 - mmaction - INFO - Epoch [137][380/1879] lr: 4.510e-02, eta: 2 days, 10:32:32, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4578, top5_acc: 0.6949, loss_cls: 2.4038, loss: 2.4038, grad_norm: 2.8163 2021-07-12 09:43:56,476 - mmaction - INFO - Epoch [137][400/1879] lr: 4.510e-02, eta: 2 days, 10:16:36, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4445, top5_acc: 0.6906, loss_cls: 2.4409, loss: 2.4409, grad_norm: 2.8459 2021-07-12 09:44:13,633 - mmaction - INFO - Epoch [137][420/1879] lr: 4.510e-02, eta: 2 days, 10:03:14, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.4582, top5_acc: 0.7105, loss_cls: 2.3980, loss: 2.3980, grad_norm: 2.8196 2021-07-12 09:44:30,362 - mmaction - INFO - Epoch [137][440/1879] lr: 4.510e-02, eta: 2 days, 9:46:54, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.4664, top5_acc: 0.7020, loss_cls: 2.3647, loss: 2.3647, grad_norm: 2.7886 2021-07-12 09:44:47,296 - mmaction - INFO - Epoch [137][460/1879] lr: 4.510e-02, eta: 2 days, 9:34:21, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4539, top5_acc: 0.6941, loss_cls: 2.4226, loss: 2.4226, grad_norm: 2.7509 2021-07-12 09:45:04,174 - mmaction - INFO - Epoch [137][480/1879] lr: 4.510e-02, eta: 2 days, 9:22:01, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4582, top5_acc: 0.6961, loss_cls: 2.4009, loss: 2.4009, grad_norm: 2.7761 2021-07-12 09:45:21,020 - mmaction - INFO - Epoch [137][500/1879] lr: 4.510e-02, eta: 2 days, 9:10:14, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.4676, top5_acc: 0.6895, loss_cls: 2.3961, loss: 2.3961, grad_norm: 2.8266 2021-07-12 09:45:37,978 - mmaction - INFO - Epoch [137][520/1879] lr: 4.510e-02, eta: 2 days, 9:00:09, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7102, loss_cls: 2.3822, loss: 2.3822, grad_norm: 2.7698 2021-07-12 09:45:54,719 - mmaction - INFO - Epoch [137][540/1879] lr: 4.510e-02, eta: 2 days, 8:49:31, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7168, loss_cls: 2.3797, loss: 2.3797, grad_norm: 2.7175 2021-07-12 09:46:11,800 - mmaction - INFO - Epoch [137][560/1879] lr: 4.510e-02, eta: 2 days, 8:41:54, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.4535, top5_acc: 0.6914, loss_cls: 2.4235, loss: 2.4235, grad_norm: 2.8476 2021-07-12 09:46:28,708 - mmaction - INFO - Epoch [137][580/1879] lr: 4.510e-02, eta: 2 days, 8:33:37, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7059, loss_cls: 2.3564, loss: 2.3564, grad_norm: 2.7707 2021-07-12 09:46:45,759 - mmaction - INFO - Epoch [137][600/1879] lr: 4.510e-02, eta: 2 days, 8:26:27, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.4367, top5_acc: 0.6754, loss_cls: 2.5164, loss: 2.5164, grad_norm: 2.8964 2021-07-12 09:47:02,605 - mmaction - INFO - Epoch [137][620/1879] lr: 4.510e-02, eta: 2 days, 8:19:01, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4570, top5_acc: 0.6996, loss_cls: 2.3846, loss: 2.3846, grad_norm: 2.7680 2021-07-12 09:47:19,209 - mmaction - INFO - Epoch [137][640/1879] lr: 4.510e-02, eta: 2 days, 8:10:23, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.4574, top5_acc: 0.6902, loss_cls: 2.4021, loss: 2.4021, grad_norm: 2.8398 2021-07-12 09:47:35,893 - mmaction - INFO - Epoch [137][660/1879] lr: 4.510e-02, eta: 2 days, 8:02:41, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.4586, top5_acc: 0.6953, loss_cls: 2.4034, loss: 2.4034, grad_norm: 2.8157 2021-07-12 09:47:52,315 - mmaction - INFO - Epoch [137][680/1879] lr: 4.510e-02, eta: 2 days, 7:53:46, time: 0.819, data_time: 0.001, memory: 6454, top1_acc: 0.4520, top5_acc: 0.6969, loss_cls: 2.4086, loss: 2.4086, grad_norm: 2.7956 2021-07-12 09:48:09,152 - mmaction - INFO - Epoch [137][700/1879] lr: 4.510e-02, eta: 2 days, 7:47:43, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4617, top5_acc: 0.6852, loss_cls: 2.4482, loss: 2.4482, grad_norm: 2.7766 2021-07-12 09:48:25,765 - mmaction - INFO - Epoch [137][720/1879] lr: 4.510e-02, eta: 2 days, 7:41:04, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7039, loss_cls: 2.3689, loss: 2.3689, grad_norm: 2.7918 2021-07-12 09:48:42,705 - mmaction - INFO - Epoch [137][740/1879] lr: 4.510e-02, eta: 2 days, 7:36:14, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4625, top5_acc: 0.7035, loss_cls: 2.4128, loss: 2.4128, grad_norm: 2.7691 2021-07-12 09:48:59,520 - mmaction - INFO - Epoch [137][760/1879] lr: 4.510e-02, eta: 2 days, 7:30:51, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.4566, top5_acc: 0.7078, loss_cls: 2.4078, loss: 2.4078, grad_norm: 2.7897 2021-07-12 09:49:16,434 - mmaction - INFO - Epoch [137][780/1879] lr: 4.510e-02, eta: 2 days, 7:26:29, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4461, top5_acc: 0.6875, loss_cls: 2.4559, loss: 2.4559, grad_norm: 2.8245 2021-07-12 09:49:33,393 - mmaction - INFO - Epoch [137][800/1879] lr: 4.510e-02, eta: 2 days, 7:22:14, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.4512, top5_acc: 0.6855, loss_cls: 2.4418, loss: 2.4418, grad_norm: 2.8355 2021-07-12 09:49:50,280 - mmaction - INFO - Epoch [137][820/1879] lr: 4.510e-02, eta: 2 days, 7:18:16, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.4621, top5_acc: 0.7102, loss_cls: 2.3656, loss: 2.3656, grad_norm: 2.7532 2021-07-12 09:50:07,302 - mmaction - INFO - Epoch [137][840/1879] lr: 4.510e-02, eta: 2 days, 7:14:44, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.4602, top5_acc: 0.7043, loss_cls: 2.3757, loss: 2.3757, grad_norm: 2.8255 2021-07-12 09:50:24,096 - mmaction - INFO - Epoch [137][860/1879] lr: 4.510e-02, eta: 2 days, 7:10:31, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.4566, top5_acc: 0.7070, loss_cls: 2.3859, loss: 2.3859, grad_norm: 2.8601 2021-07-12 09:50:40,641 - mmaction - INFO - Epoch [137][880/1879] lr: 4.510e-02, eta: 2 days, 7:05:15, time: 0.826, data_time: 0.001, memory: 6454, top1_acc: 0.4461, top5_acc: 0.6926, loss_cls: 2.4396, loss: 2.4396, grad_norm: 2.9121 2021-07-12 09:50:57,602 - mmaction - INFO - Epoch [137][900/1879] lr: 4.510e-02, eta: 2 days, 7:02:10, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.4539, top5_acc: 0.7035, loss_cls: 2.3792, loss: 2.3792, grad_norm: 2.8167 2021-07-12 09:51:14,563 - mmaction - INFO - Epoch [137][920/1879] lr: 4.510e-02, eta: 2 days, 6:58:58, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.4617, top5_acc: 0.6984, loss_cls: 2.3718, loss: 2.3718, grad_norm: 2.7509 2021-07-12 09:51:31,089 - mmaction - INFO - Epoch [137][940/1879] lr: 4.510e-02, eta: 2 days, 6:54:24, time: 0.828, data_time: 0.006, memory: 6454, top1_acc: 0.4590, top5_acc: 0.7055, loss_cls: 2.3642, loss: 2.3642, grad_norm: 2.7796 2021-07-12 09:51:48,244 - mmaction - INFO - Epoch [137][960/1879] lr: 4.510e-02, eta: 2 days, 6:52:22, time: 0.858, data_time: 0.002, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7043, loss_cls: 2.3731, loss: 2.3731, grad_norm: 2.7893 2021-07-12 09:52:05,217 - mmaction - INFO - Epoch [137][980/1879] lr: 4.510e-02, eta: 2 days, 6:49:35, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7000, loss_cls: 2.3912, loss: 2.3912, grad_norm: 2.8016 2021-07-12 09:52:22,126 - mmaction - INFO - Epoch [137][1000/1879] lr: 4.510e-02, eta: 2 days, 6:46:50, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.4586, top5_acc: 0.6957, loss_cls: 2.4236, loss: 2.4236, grad_norm: 2.8823 2021-07-12 09:52:38,819 - mmaction - INFO - Epoch [137][1020/1879] lr: 4.510e-02, eta: 2 days, 6:43:24, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.4598, top5_acc: 0.7039, loss_cls: 2.4031, loss: 2.4031, grad_norm: 2.7783 2021-07-12 09:52:55,705 - mmaction - INFO - Epoch [137][1040/1879] lr: 4.510e-02, eta: 2 days, 6:40:37, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.4477, top5_acc: 0.6926, loss_cls: 2.4537, loss: 2.4537, grad_norm: 2.7716 2021-07-12 09:53:12,668 - mmaction - INFO - Epoch [137][1060/1879] lr: 4.510e-02, eta: 2 days, 6:38:09, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.4621, top5_acc: 0.6992, loss_cls: 2.3800, loss: 2.3800, grad_norm: 2.7998 2021-07-12 09:53:29,494 - mmaction - INFO - Epoch [137][1080/1879] lr: 4.510e-02, eta: 2 days, 6:35:32, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.4457, top5_acc: 0.6941, loss_cls: 2.4560, loss: 2.4560, grad_norm: 2.8387 2021-07-12 09:53:45,999 - mmaction - INFO - Epoch [137][1100/1879] lr: 4.510e-02, eta: 2 days, 6:31:54, time: 0.827, data_time: 0.002, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7063, loss_cls: 2.3834, loss: 2.3834, grad_norm: 2.7772 2021-07-12 09:54:02,429 - mmaction - INFO - Epoch [137][1120/1879] lr: 4.510e-02, eta: 2 days, 6:27:55, time: 0.819, data_time: 0.001, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7137, loss_cls: 2.3245, loss: 2.3245, grad_norm: 2.7433 2021-07-12 09:54:19,369 - mmaction - INFO - Epoch [137][1140/1879] lr: 4.510e-02, eta: 2 days, 6:25:52, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.4566, top5_acc: 0.6969, loss_cls: 2.4176, loss: 2.4176, grad_norm: 2.8094 2021-07-12 09:54:36,354 - mmaction - INFO - Epoch [137][1160/1879] lr: 4.510e-02, eta: 2 days, 6:24:07, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.4594, top5_acc: 0.7000, loss_cls: 2.4131, loss: 2.4131, grad_norm: 2.7958 2021-07-12 09:54:53,139 - mmaction - INFO - Epoch [137][1180/1879] lr: 4.510e-02, eta: 2 days, 6:21:35, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.4531, top5_acc: 0.6922, loss_cls: 2.4091, loss: 2.4091, grad_norm: 2.7886 2021-07-12 09:55:09,927 - mmaction - INFO - Epoch [137][1200/1879] lr: 4.510e-02, eta: 2 days, 6:19:13, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4484, top5_acc: 0.6793, loss_cls: 2.4681, loss: 2.4681, grad_norm: 2.8361 2021-07-12 09:55:26,756 - mmaction - INFO - Epoch [137][1220/1879] lr: 4.510e-02, eta: 2 days, 6:17:08, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4578, top5_acc: 0.7109, loss_cls: 2.4090, loss: 2.4090, grad_norm: 2.7538 2021-07-12 09:55:43,557 - mmaction - INFO - Epoch [137][1240/1879] lr: 4.510e-02, eta: 2 days, 6:14:46, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.4473, top5_acc: 0.6961, loss_cls: 2.4314, loss: 2.4314, grad_norm: 2.7999 2021-07-12 09:56:00,327 - mmaction - INFO - Epoch [137][1260/1879] lr: 4.510e-02, eta: 2 days, 6:12:43, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.4520, top5_acc: 0.6914, loss_cls: 2.4708, loss: 2.4708, grad_norm: 2.8005 2021-07-12 09:56:17,426 - mmaction - INFO - Epoch [137][1280/1879] lr: 4.510e-02, eta: 2 days, 6:11:26, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.4539, top5_acc: 0.6883, loss_cls: 2.4511, loss: 2.4511, grad_norm: 2.7797 2021-07-12 09:56:34,319 - mmaction - INFO - Epoch [137][1300/1879] lr: 4.510e-02, eta: 2 days, 6:09:45, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7148, loss_cls: 2.3667, loss: 2.3667, grad_norm: 2.7732 2021-07-12 09:56:50,906 - mmaction - INFO - Epoch [137][1320/1879] lr: 4.510e-02, eta: 2 days, 6:07:13, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7176, loss_cls: 2.3224, loss: 2.3224, grad_norm: 2.7588 2021-07-12 09:57:07,739 - mmaction - INFO - Epoch [137][1340/1879] lr: 4.510e-02, eta: 2 days, 6:05:20, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4457, top5_acc: 0.6918, loss_cls: 2.4366, loss: 2.4366, grad_norm: 2.8267 2021-07-12 09:57:24,547 - mmaction - INFO - Epoch [137][1360/1879] lr: 4.510e-02, eta: 2 days, 6:03:28, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.4418, top5_acc: 0.7047, loss_cls: 2.4326, loss: 2.4326, grad_norm: 2.7818 2021-07-12 09:57:41,146 - mmaction - INFO - Epoch [137][1380/1879] lr: 4.510e-02, eta: 2 days, 6:01:12, time: 0.832, data_time: 0.006, memory: 6454, top1_acc: 0.4707, top5_acc: 0.6980, loss_cls: 2.4260, loss: 2.4260, grad_norm: 2.7800 2021-07-12 09:57:57,742 - mmaction - INFO - Epoch [137][1400/1879] lr: 4.510e-02, eta: 2 days, 5:58:43, time: 0.827, data_time: 0.001, memory: 6454, top1_acc: 0.4656, top5_acc: 0.7145, loss_cls: 2.3632, loss: 2.3632, grad_norm: 2.7334 2021-07-12 09:58:14,251 - mmaction - INFO - Epoch [137][1420/1879] lr: 4.510e-02, eta: 2 days, 5:56:23, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.4676, top5_acc: 0.7027, loss_cls: 2.3620, loss: 2.3620, grad_norm: 2.7020 2021-07-12 09:58:31,065 - mmaction - INFO - Epoch [137][1440/1879] lr: 4.510e-02, eta: 2 days, 5:54:38, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7063, loss_cls: 2.3351, loss: 2.3351, grad_norm: 2.7470 2021-07-12 09:58:47,973 - mmaction - INFO - Epoch [137][1460/1879] lr: 4.510e-02, eta: 2 days, 5:53:19, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7035, loss_cls: 2.3755, loss: 2.3755, grad_norm: 2.7701 2021-07-12 09:59:04,880 - mmaction - INFO - Epoch [137][1480/1879] lr: 4.510e-02, eta: 2 days, 5:52:00, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4453, top5_acc: 0.6957, loss_cls: 2.4508, loss: 2.4508, grad_norm: 2.8193 2021-07-12 09:59:21,428 - mmaction - INFO - Epoch [137][1500/1879] lr: 4.510e-02, eta: 2 days, 5:49:51, time: 0.828, data_time: 0.002, memory: 6454, top1_acc: 0.4344, top5_acc: 0.6875, loss_cls: 2.4760, loss: 2.4760, grad_norm: 2.8311 2021-07-12 09:59:38,215 - mmaction - INFO - Epoch [137][1520/1879] lr: 4.510e-02, eta: 2 days, 5:48:13, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.4613, top5_acc: 0.6953, loss_cls: 2.4024, loss: 2.4024, grad_norm: 2.7671 2021-07-12 09:59:55,068 - mmaction - INFO - Epoch [137][1540/1879] lr: 4.510e-02, eta: 2 days, 5:46:55, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.4461, top5_acc: 0.6902, loss_cls: 2.4539, loss: 2.4539, grad_norm: 2.7645 2021-07-12 10:00:12,217 - mmaction - INFO - Epoch [137][1560/1879] lr: 4.510e-02, eta: 2 days, 5:46:09, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4578, top5_acc: 0.6973, loss_cls: 2.4107, loss: 2.4107, grad_norm: 2.8034 2021-07-12 10:00:29,089 - mmaction - INFO - Epoch [137][1580/1879] lr: 4.510e-02, eta: 2 days, 5:45:02, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7047, loss_cls: 2.3545, loss: 2.3545, grad_norm: 2.8003 2021-07-12 10:00:45,891 - mmaction - INFO - Epoch [137][1600/1879] lr: 4.510e-02, eta: 2 days, 5:43:31, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4551, top5_acc: 0.6980, loss_cls: 2.4116, loss: 2.4116, grad_norm: 2.8923 2021-07-12 10:01:02,611 - mmaction - INFO - Epoch [137][1620/1879] lr: 4.510e-02, eta: 2 days, 5:41:54, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.4461, top5_acc: 0.7066, loss_cls: 2.3963, loss: 2.3963, grad_norm: 2.8770 2021-07-12 10:01:19,444 - mmaction - INFO - Epoch [137][1640/1879] lr: 4.510e-02, eta: 2 days, 5:40:44, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.4457, top5_acc: 0.7000, loss_cls: 2.4209, loss: 2.4209, grad_norm: 2.8452 2021-07-12 10:01:36,395 - mmaction - INFO - Epoch [137][1660/1879] lr: 4.510e-02, eta: 2 days, 5:39:35, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.4488, top5_acc: 0.6934, loss_cls: 2.4613, loss: 2.4613, grad_norm: 2.7467 2021-07-12 10:01:53,261 - mmaction - INFO - Epoch [137][1680/1879] lr: 4.510e-02, eta: 2 days, 5:38:22, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.4555, top5_acc: 0.6906, loss_cls: 2.4708, loss: 2.4708, grad_norm: 2.7831 2021-07-12 10:02:10,203 - mmaction - INFO - Epoch [137][1700/1879] lr: 4.510e-02, eta: 2 days, 5:37:29, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7047, loss_cls: 2.3667, loss: 2.3667, grad_norm: 2.7035 2021-07-12 10:02:26,806 - mmaction - INFO - Epoch [137][1720/1879] lr: 4.510e-02, eta: 2 days, 5:35:53, time: 0.832, data_time: 0.006, memory: 6454, top1_acc: 0.4625, top5_acc: 0.6965, loss_cls: 2.4135, loss: 2.4135, grad_norm: 2.8225 2021-07-12 10:02:43,610 - mmaction - INFO - Epoch [137][1740/1879] lr: 4.510e-02, eta: 2 days, 5:34:39, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.4586, top5_acc: 0.6992, loss_cls: 2.3938, loss: 2.3938, grad_norm: 2.7623 2021-07-12 10:03:00,559 - mmaction - INFO - Epoch [137][1760/1879] lr: 4.510e-02, eta: 2 days, 5:33:39, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7117, loss_cls: 2.2993, loss: 2.2993, grad_norm: 2.7669 2021-07-12 10:03:17,192 - mmaction - INFO - Epoch [137][1780/1879] lr: 4.510e-02, eta: 2 days, 5:32:09, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7063, loss_cls: 2.3471, loss: 2.3471, grad_norm: 2.7630 2021-07-12 10:03:33,965 - mmaction - INFO - Epoch [137][1800/1879] lr: 4.510e-02, eta: 2 days, 5:30:59, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.4707, top5_acc: 0.6988, loss_cls: 2.4244, loss: 2.4244, grad_norm: 2.8095 2021-07-12 10:03:50,631 - mmaction - INFO - Epoch [137][1820/1879] lr: 4.510e-02, eta: 2 days, 5:29:28, time: 0.831, data_time: 0.001, memory: 6454, top1_acc: 0.4625, top5_acc: 0.7031, loss_cls: 2.3804, loss: 2.3804, grad_norm: 2.7611 2021-07-12 10:04:07,318 - mmaction - INFO - Epoch [137][1840/1879] lr: 4.510e-02, eta: 2 days, 5:28:01, time: 0.832, data_time: 0.002, memory: 6454, top1_acc: 0.4363, top5_acc: 0.6918, loss_cls: 2.4369, loss: 2.4369, grad_norm: 2.8166 2021-07-12 10:04:24,199 - mmaction - INFO - Epoch [137][1860/1879] lr: 4.510e-02, eta: 2 days, 5:27:07, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4445, top5_acc: 0.6871, loss_cls: 2.4672, loss: 2.4672, grad_norm: 2.8304 2021-07-12 10:06:26,583 - mmaction - INFO - Epoch [138][20/1879] lr: 4.449e-02, eta: 2 days, 7:33:02, time: 4.901, data_time: 3.651, memory: 6454, top1_acc: 0.4559, top5_acc: 0.7016, loss_cls: 2.4082, loss: 2.4082, grad_norm: 2.7369 2021-07-12 10:06:43,000 - mmaction - INFO - Epoch [138][40/1879] lr: 4.449e-02, eta: 2 days, 7:29:54, time: 0.821, data_time: 0.006, memory: 6454, top1_acc: 0.4562, top5_acc: 0.7094, loss_cls: 2.3689, loss: 2.3689, grad_norm: 2.7423 2021-07-12 10:06:59,648 - mmaction - INFO - Epoch [138][60/1879] lr: 4.449e-02, eta: 2 days, 7:27:11, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7191, loss_cls: 2.2952, loss: 2.2952, grad_norm: 2.8012 2021-07-12 10:07:16,302 - mmaction - INFO - Epoch [138][80/1879] lr: 4.449e-02, eta: 2 days, 7:24:37, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.4746, top5_acc: 0.6980, loss_cls: 2.3482, loss: 2.3482, grad_norm: 2.7997 2021-07-12 10:07:33,454 - mmaction - INFO - Epoch [138][100/1879] lr: 4.449e-02, eta: 2 days, 7:23:00, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.4617, top5_acc: 0.7020, loss_cls: 2.3896, loss: 2.3896, grad_norm: 2.8811 2021-07-12 10:07:50,171 - mmaction - INFO - Epoch [138][120/1879] lr: 4.449e-02, eta: 2 days, 7:20:41, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.4516, top5_acc: 0.7035, loss_cls: 2.3937, loss: 2.3937, grad_norm: 2.7988 2021-07-12 10:08:06,665 - mmaction - INFO - Epoch [138][140/1879] lr: 4.449e-02, eta: 2 days, 7:17:55, time: 0.825, data_time: 0.005, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7102, loss_cls: 2.3566, loss: 2.3566, grad_norm: 2.7148 2021-07-12 10:08:23,174 - mmaction - INFO - Epoch [138][160/1879] lr: 4.449e-02, eta: 2 days, 7:15:15, time: 0.826, data_time: 0.001, memory: 6454, top1_acc: 0.4547, top5_acc: 0.6984, loss_cls: 2.3944, loss: 2.3944, grad_norm: 2.7942 2021-07-12 10:08:40,165 - mmaction - INFO - Epoch [138][180/1879] lr: 4.449e-02, eta: 2 days, 7:13:26, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7086, loss_cls: 2.3274, loss: 2.3274, grad_norm: 2.8012 2021-07-12 10:08:57,021 - mmaction - INFO - Epoch [138][200/1879] lr: 4.449e-02, eta: 2 days, 7:11:27, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4664, top5_acc: 0.7078, loss_cls: 2.3819, loss: 2.3819, grad_norm: 2.7974 2021-07-12 10:09:14,122 - mmaction - INFO - Epoch [138][220/1879] lr: 4.449e-02, eta: 2 days, 7:09:58, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.4586, top5_acc: 0.6965, loss_cls: 2.4246, loss: 2.4246, grad_norm: 2.8249 2021-07-12 10:09:31,101 - mmaction - INFO - Epoch [138][240/1879] lr: 4.449e-02, eta: 2 days, 7:08:16, time: 0.849, data_time: 0.008, memory: 6454, top1_acc: 0.4496, top5_acc: 0.6902, loss_cls: 2.4429, loss: 2.4429, grad_norm: 2.7609 2021-07-12 10:09:47,897 - mmaction - INFO - Epoch [138][260/1879] lr: 4.449e-02, eta: 2 days, 7:06:15, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.4480, top5_acc: 0.6941, loss_cls: 2.4327, loss: 2.4327, grad_norm: 2.8301 2021-07-12 10:10:05,030 - mmaction - INFO - Epoch [138][280/1879] lr: 4.449e-02, eta: 2 days, 7:04:48, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7000, loss_cls: 2.3895, loss: 2.3895, grad_norm: 2.8246 2021-07-12 10:10:21,879 - mmaction - INFO - Epoch [138][300/1879] lr: 4.449e-02, eta: 2 days, 7:03:03, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7133, loss_cls: 2.3219, loss: 2.3219, grad_norm: 2.7761 2021-07-12 10:10:38,782 - mmaction - INFO - Epoch [138][320/1879] lr: 4.449e-02, eta: 2 days, 7:01:18, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.4559, top5_acc: 0.6937, loss_cls: 2.4109, loss: 2.4109, grad_norm: 2.7730 2021-07-12 10:10:55,865 - mmaction - INFO - Epoch [138][340/1879] lr: 4.449e-02, eta: 2 days, 6:59:51, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7207, loss_cls: 2.3059, loss: 2.3059, grad_norm: 2.7703 2021-07-12 10:11:12,542 - mmaction - INFO - Epoch [138][360/1879] lr: 4.449e-02, eta: 2 days, 6:57:51, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.4562, top5_acc: 0.7113, loss_cls: 2.4092, loss: 2.4092, grad_norm: 2.8488 2021-07-12 10:11:29,164 - mmaction - INFO - Epoch [138][380/1879] lr: 4.449e-02, eta: 2 days, 6:55:43, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.4531, top5_acc: 0.7082, loss_cls: 2.3477, loss: 2.3477, grad_norm: 2.8311 2021-07-12 10:11:46,031 - mmaction - INFO - Epoch [138][400/1879] lr: 4.449e-02, eta: 2 days, 6:53:59, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4547, top5_acc: 0.6895, loss_cls: 2.4270, loss: 2.4270, grad_norm: 2.7707 2021-07-12 10:12:03,158 - mmaction - INFO - Epoch [138][420/1879] lr: 4.449e-02, eta: 2 days, 6:52:43, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4516, top5_acc: 0.7012, loss_cls: 2.4144, loss: 2.4144, grad_norm: 2.8924 2021-07-12 10:12:19,917 - mmaction - INFO - Epoch [138][440/1879] lr: 4.449e-02, eta: 2 days, 6:50:59, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4523, top5_acc: 0.6953, loss_cls: 2.4172, loss: 2.4172, grad_norm: 2.8389 2021-07-12 10:12:36,297 - mmaction - INFO - Epoch [138][460/1879] lr: 4.449e-02, eta: 2 days, 6:48:37, time: 0.820, data_time: 0.002, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7184, loss_cls: 2.3072, loss: 2.3072, grad_norm: 2.7876 2021-07-12 10:12:53,551 - mmaction - INFO - Epoch [138][480/1879] lr: 4.449e-02, eta: 2 days, 6:47:34, time: 0.861, data_time: 0.003, memory: 6454, top1_acc: 0.4574, top5_acc: 0.6922, loss_cls: 2.4307, loss: 2.4307, grad_norm: 2.8381 2021-07-12 10:13:10,566 - mmaction - INFO - Epoch [138][500/1879] lr: 4.449e-02, eta: 2 days, 6:46:17, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7031, loss_cls: 2.2916, loss: 2.2916, grad_norm: 2.7692 2021-07-12 10:13:27,653 - mmaction - INFO - Epoch [138][520/1879] lr: 4.449e-02, eta: 2 days, 6:45:05, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4531, top5_acc: 0.7012, loss_cls: 2.4254, loss: 2.4254, grad_norm: 2.8288 2021-07-12 10:13:44,081 - mmaction - INFO - Epoch [138][540/1879] lr: 4.449e-02, eta: 2 days, 6:42:53, time: 0.821, data_time: 0.001, memory: 6454, top1_acc: 0.4566, top5_acc: 0.6977, loss_cls: 2.4424, loss: 2.4424, grad_norm: 2.9023 2021-07-12 10:14:01,199 - mmaction - INFO - Epoch [138][560/1879] lr: 4.449e-02, eta: 2 days, 6:41:42, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.4531, top5_acc: 0.7047, loss_cls: 2.3959, loss: 2.3959, grad_norm: 2.7714 2021-07-12 10:14:17,596 - mmaction - INFO - Epoch [138][580/1879] lr: 4.449e-02, eta: 2 days, 6:39:33, time: 0.822, data_time: 0.006, memory: 6454, top1_acc: 0.4605, top5_acc: 0.7094, loss_cls: 2.3792, loss: 2.3792, grad_norm: 2.8225 2021-07-12 10:14:34,078 - mmaction - INFO - Epoch [138][600/1879] lr: 4.449e-02, eta: 2 days, 6:37:30, time: 0.824, data_time: 0.005, memory: 6454, top1_acc: 0.4605, top5_acc: 0.7094, loss_cls: 2.3754, loss: 2.3754, grad_norm: 2.8372 2021-07-12 10:14:50,630 - mmaction - INFO - Epoch [138][620/1879] lr: 4.449e-02, eta: 2 days, 6:35:36, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.4559, top5_acc: 0.6941, loss_cls: 2.3627, loss: 2.3627, grad_norm: 2.8155 2021-07-12 10:15:07,874 - mmaction - INFO - Epoch [138][640/1879] lr: 4.449e-02, eta: 2 days, 6:34:41, time: 0.860, data_time: 0.001, memory: 6454, top1_acc: 0.4477, top5_acc: 0.6902, loss_cls: 2.4259, loss: 2.4259, grad_norm: 2.8225 2021-07-12 10:15:24,639 - mmaction - INFO - Epoch [138][660/1879] lr: 4.449e-02, eta: 2 days, 6:33:10, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4496, top5_acc: 0.7098, loss_cls: 2.3794, loss: 2.3794, grad_norm: 2.8206 2021-07-12 10:15:41,450 - mmaction - INFO - Epoch [138][680/1879] lr: 4.449e-02, eta: 2 days, 6:31:43, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4602, top5_acc: 0.7012, loss_cls: 2.3995, loss: 2.3995, grad_norm: 2.7822 2021-07-12 10:15:58,257 - mmaction - INFO - Epoch [138][700/1879] lr: 4.449e-02, eta: 2 days, 6:30:17, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.4586, top5_acc: 0.6937, loss_cls: 2.4160, loss: 2.4160, grad_norm: 2.8193 2021-07-12 10:16:15,026 - mmaction - INFO - Epoch [138][720/1879] lr: 4.449e-02, eta: 2 days, 6:28:46, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7016, loss_cls: 2.4068, loss: 2.4068, grad_norm: 2.7757 2021-07-12 10:16:31,414 - mmaction - INFO - Epoch [138][740/1879] lr: 4.449e-02, eta: 2 days, 6:26:46, time: 0.820, data_time: 0.002, memory: 6454, top1_acc: 0.4504, top5_acc: 0.7047, loss_cls: 2.4044, loss: 2.4044, grad_norm: 2.8947 2021-07-12 10:16:48,368 - mmaction - INFO - Epoch [138][760/1879] lr: 4.449e-02, eta: 2 days, 6:25:35, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7020, loss_cls: 2.3507, loss: 2.3507, grad_norm: 2.7622 2021-07-12 10:17:05,160 - mmaction - INFO - Epoch [138][780/1879] lr: 4.449e-02, eta: 2 days, 6:24:10, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.4652, top5_acc: 0.6977, loss_cls: 2.3575, loss: 2.3575, grad_norm: 2.7895 2021-07-12 10:17:21,731 - mmaction - INFO - Epoch [138][800/1879] lr: 4.449e-02, eta: 2 days, 6:22:25, time: 0.827, data_time: 0.002, memory: 6454, top1_acc: 0.4625, top5_acc: 0.7172, loss_cls: 2.3596, loss: 2.3596, grad_norm: 2.8610 2021-07-12 10:17:38,585 - mmaction - INFO - Epoch [138][820/1879] lr: 4.449e-02, eta: 2 days, 6:21:08, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4582, top5_acc: 0.7090, loss_cls: 2.3652, loss: 2.3652, grad_norm: 2.8062 2021-07-12 10:17:55,585 - mmaction - INFO - Epoch [138][840/1879] lr: 4.449e-02, eta: 2 days, 6:20:08, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4695, top5_acc: 0.6906, loss_cls: 2.4066, loss: 2.4066, grad_norm: 2.8154 2021-07-12 10:18:12,835 - mmaction - INFO - Epoch [138][860/1879] lr: 4.449e-02, eta: 2 days, 6:19:19, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.4676, top5_acc: 0.6992, loss_cls: 2.3656, loss: 2.3656, grad_norm: 2.7458 2021-07-12 10:18:29,374 - mmaction - INFO - Epoch [138][880/1879] lr: 4.449e-02, eta: 2 days, 6:17:45, time: 0.831, data_time: 0.007, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7043, loss_cls: 2.3696, loss: 2.3696, grad_norm: 2.8136 2021-07-12 10:18:46,002 - mmaction - INFO - Epoch [138][900/1879] lr: 4.449e-02, eta: 2 days, 6:16:14, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.4648, top5_acc: 0.6992, loss_cls: 2.3878, loss: 2.3878, grad_norm: 2.7610 2021-07-12 10:19:02,707 - mmaction - INFO - Epoch [138][920/1879] lr: 4.449e-02, eta: 2 days, 6:14:48, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.4527, top5_acc: 0.6844, loss_cls: 2.4382, loss: 2.4382, grad_norm: 2.8043 2021-07-12 10:19:19,322 - mmaction - INFO - Epoch [138][940/1879] lr: 4.449e-02, eta: 2 days, 6:13:19, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7223, loss_cls: 2.3404, loss: 2.3404, grad_norm: 2.8398 2021-07-12 10:19:35,996 - mmaction - INFO - Epoch [138][960/1879] lr: 4.449e-02, eta: 2 days, 6:11:52, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.4535, top5_acc: 0.7027, loss_cls: 2.3848, loss: 2.3848, grad_norm: 2.8255 2021-07-12 10:19:52,970 - mmaction - INFO - Epoch [138][980/1879] lr: 4.449e-02, eta: 2 days, 6:10:50, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7117, loss_cls: 2.3693, loss: 2.3693, grad_norm: 2.8309 2021-07-12 10:20:09,351 - mmaction - INFO - Epoch [138][1000/1879] lr: 4.449e-02, eta: 2 days, 6:09:07, time: 0.821, data_time: 0.004, memory: 6454, top1_acc: 0.4504, top5_acc: 0.6809, loss_cls: 2.4901, loss: 2.4901, grad_norm: 2.9370 2021-07-12 10:20:26,315 - mmaction - INFO - Epoch [138][1020/1879] lr: 4.449e-02, eta: 2 days, 6:08:05, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4602, top5_acc: 0.6949, loss_cls: 2.3942, loss: 2.3942, grad_norm: 2.7913 2021-07-12 10:20:42,907 - mmaction - INFO - Epoch [138][1040/1879] lr: 4.449e-02, eta: 2 days, 6:06:39, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7070, loss_cls: 2.3796, loss: 2.3796, grad_norm: 2.7359 2021-07-12 10:20:59,613 - mmaction - INFO - Epoch [138][1060/1879] lr: 4.449e-02, eta: 2 days, 6:05:22, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.4574, top5_acc: 0.7012, loss_cls: 2.4044, loss: 2.4044, grad_norm: 2.7683 2021-07-12 10:21:16,761 - mmaction - INFO - Epoch [138][1080/1879] lr: 4.449e-02, eta: 2 days, 6:04:33, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.4496, top5_acc: 0.6832, loss_cls: 2.4576, loss: 2.4576, grad_norm: 2.8295 2021-07-12 10:21:33,451 - mmaction - INFO - Epoch [138][1100/1879] lr: 4.449e-02, eta: 2 days, 6:03:20, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7227, loss_cls: 2.2871, loss: 2.2871, grad_norm: 2.7917 2021-07-12 10:21:50,162 - mmaction - INFO - Epoch [138][1120/1879] lr: 4.449e-02, eta: 2 days, 6:02:05, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.4805, top5_acc: 0.6984, loss_cls: 2.3501, loss: 2.3501, grad_norm: 2.7856 2021-07-12 10:22:07,272 - mmaction - INFO - Epoch [138][1140/1879] lr: 4.449e-02, eta: 2 days, 6:01:15, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.4621, top5_acc: 0.6953, loss_cls: 2.4064, loss: 2.4064, grad_norm: 2.7684 2021-07-12 10:22:24,338 - mmaction - INFO - Epoch [138][1160/1879] lr: 4.449e-02, eta: 2 days, 6:00:30, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4559, top5_acc: 0.6875, loss_cls: 2.4166, loss: 2.4166, grad_norm: 2.7652 2021-07-12 10:22:41,149 - mmaction - INFO - Epoch [138][1180/1879] lr: 4.449e-02, eta: 2 days, 5:59:21, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7184, loss_cls: 2.2862, loss: 2.2862, grad_norm: 2.7914 2021-07-12 10:22:57,997 - mmaction - INFO - Epoch [138][1200/1879] lr: 4.449e-02, eta: 2 days, 5:58:23, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4566, top5_acc: 0.7145, loss_cls: 2.3500, loss: 2.3500, grad_norm: 2.8339 2021-07-12 10:23:15,143 - mmaction - INFO - Epoch [138][1220/1879] lr: 4.449e-02, eta: 2 days, 5:57:40, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.4488, top5_acc: 0.6844, loss_cls: 2.4510, loss: 2.4510, grad_norm: 2.8755 2021-07-12 10:23:31,635 - mmaction - INFO - Epoch [138][1240/1879] lr: 4.449e-02, eta: 2 days, 5:56:13, time: 0.825, data_time: 0.002, memory: 6454, top1_acc: 0.4625, top5_acc: 0.7074, loss_cls: 2.3817, loss: 2.3817, grad_norm: 2.8729 2021-07-12 10:23:48,457 - mmaction - INFO - Epoch [138][1260/1879] lr: 4.449e-02, eta: 2 days, 5:55:08, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7070, loss_cls: 2.3585, loss: 2.3585, grad_norm: 2.7830 2021-07-12 10:24:05,277 - mmaction - INFO - Epoch [138][1280/1879] lr: 4.449e-02, eta: 2 days, 5:54:08, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7055, loss_cls: 2.3651, loss: 2.3651, grad_norm: 2.8473 2021-07-12 10:24:22,147 - mmaction - INFO - Epoch [138][1300/1879] lr: 4.449e-02, eta: 2 days, 5:53:05, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.4512, top5_acc: 0.6906, loss_cls: 2.4440, loss: 2.4440, grad_norm: 2.8703 2021-07-12 10:24:39,137 - mmaction - INFO - Epoch [138][1320/1879] lr: 4.449e-02, eta: 2 days, 5:52:19, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4562, top5_acc: 0.6945, loss_cls: 2.4593, loss: 2.4593, grad_norm: 2.7937 2021-07-12 10:24:55,880 - mmaction - INFO - Epoch [138][1340/1879] lr: 4.449e-02, eta: 2 days, 5:51:11, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.4617, top5_acc: 0.7051, loss_cls: 2.3885, loss: 2.3885, grad_norm: 2.7915 2021-07-12 10:25:12,603 - mmaction - INFO - Epoch [138][1360/1879] lr: 4.449e-02, eta: 2 days, 5:50:02, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.4688, top5_acc: 0.7078, loss_cls: 2.3895, loss: 2.3895, grad_norm: 2.7925 2021-07-12 10:25:29,402 - mmaction - INFO - Epoch [138][1380/1879] lr: 4.449e-02, eta: 2 days, 5:49:06, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4539, top5_acc: 0.6918, loss_cls: 2.4324, loss: 2.4324, grad_norm: 2.7940 2021-07-12 10:25:46,162 - mmaction - INFO - Epoch [138][1400/1879] lr: 4.449e-02, eta: 2 days, 5:48:02, time: 0.838, data_time: 0.007, memory: 6454, top1_acc: 0.4574, top5_acc: 0.7000, loss_cls: 2.4183, loss: 2.4183, grad_norm: 2.8678 2021-07-12 10:26:02,816 - mmaction - INFO - Epoch [138][1420/1879] lr: 4.449e-02, eta: 2 days, 5:46:52, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.4566, top5_acc: 0.6930, loss_cls: 2.3702, loss: 2.3702, grad_norm: 2.7359 2021-07-12 10:26:19,413 - mmaction - INFO - Epoch [138][1440/1879] lr: 4.449e-02, eta: 2 days, 5:45:39, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.4641, top5_acc: 0.6969, loss_cls: 2.3893, loss: 2.3893, grad_norm: 2.7948 2021-07-12 10:26:36,131 - mmaction - INFO - Epoch [138][1460/1879] lr: 4.449e-02, eta: 2 days, 5:44:31, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4469, top5_acc: 0.6895, loss_cls: 2.4507, loss: 2.4507, grad_norm: 2.8272 2021-07-12 10:26:52,966 - mmaction - INFO - Epoch [138][1480/1879] lr: 4.449e-02, eta: 2 days, 5:43:38, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4512, top5_acc: 0.6852, loss_cls: 2.4338, loss: 2.4338, grad_norm: 2.7872 2021-07-12 10:27:09,748 - mmaction - INFO - Epoch [138][1500/1879] lr: 4.449e-02, eta: 2 days, 5:42:37, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.4566, top5_acc: 0.7004, loss_cls: 2.4204, loss: 2.4204, grad_norm: 2.7862 2021-07-12 10:27:26,334 - mmaction - INFO - Epoch [138][1520/1879] lr: 4.449e-02, eta: 2 days, 5:41:25, time: 0.828, data_time: 0.005, memory: 6454, top1_acc: 0.4582, top5_acc: 0.6918, loss_cls: 2.4425, loss: 2.4425, grad_norm: 2.7848 2021-07-12 10:27:43,097 - mmaction - INFO - Epoch [138][1540/1879] lr: 4.449e-02, eta: 2 days, 5:40:29, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7012, loss_cls: 2.3874, loss: 2.3874, grad_norm: 2.8039 2021-07-12 10:27:59,962 - mmaction - INFO - Epoch [138][1560/1879] lr: 4.449e-02, eta: 2 days, 5:39:36, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7027, loss_cls: 2.3613, loss: 2.3613, grad_norm: 2.7846 2021-07-12 10:28:16,461 - mmaction - INFO - Epoch [138][1580/1879] lr: 4.449e-02, eta: 2 days, 5:38:21, time: 0.825, data_time: 0.002, memory: 6454, top1_acc: 0.4574, top5_acc: 0.6949, loss_cls: 2.3929, loss: 2.3929, grad_norm: 2.8064 2021-07-12 10:28:32,921 - mmaction - INFO - Epoch [138][1600/1879] lr: 4.449e-02, eta: 2 days, 5:37:04, time: 0.823, data_time: 0.001, memory: 6454, top1_acc: 0.4484, top5_acc: 0.6902, loss_cls: 2.4869, loss: 2.4869, grad_norm: 2.8778 2021-07-12 10:28:50,076 - mmaction - INFO - Epoch [138][1620/1879] lr: 4.449e-02, eta: 2 days, 5:36:29, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7137, loss_cls: 2.3436, loss: 2.3436, grad_norm: 2.7340 2021-07-12 10:29:06,875 - mmaction - INFO - Epoch [138][1640/1879] lr: 4.449e-02, eta: 2 days, 5:35:38, time: 0.843, data_time: 0.007, memory: 6454, top1_acc: 0.4523, top5_acc: 0.6918, loss_cls: 2.4139, loss: 2.4139, grad_norm: 2.8105 2021-07-12 10:29:23,560 - mmaction - INFO - Epoch [138][1660/1879] lr: 4.449e-02, eta: 2 days, 5:34:37, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.4504, top5_acc: 0.6996, loss_cls: 2.4430, loss: 2.4430, grad_norm: 2.8090 2021-07-12 10:29:40,359 - mmaction - INFO - Epoch [138][1680/1879] lr: 4.449e-02, eta: 2 days, 5:33:40, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.4605, top5_acc: 0.7023, loss_cls: 2.4234, loss: 2.4234, grad_norm: 2.8600 2021-07-12 10:29:57,079 - mmaction - INFO - Epoch [138][1700/1879] lr: 4.449e-02, eta: 2 days, 5:32:44, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4387, top5_acc: 0.6855, loss_cls: 2.4639, loss: 2.4639, grad_norm: 2.8090 2021-07-12 10:30:13,907 - mmaction - INFO - Epoch [138][1720/1879] lr: 4.449e-02, eta: 2 days, 5:31:49, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4574, top5_acc: 0.6844, loss_cls: 2.4494, loss: 2.4494, grad_norm: 2.8283 2021-07-12 10:30:30,833 - mmaction - INFO - Epoch [138][1740/1879] lr: 4.449e-02, eta: 2 days, 5:31:08, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4547, top5_acc: 0.6875, loss_cls: 2.4239, loss: 2.4239, grad_norm: 2.7707 2021-07-12 10:30:47,411 - mmaction - INFO - Epoch [138][1760/1879] lr: 4.449e-02, eta: 2 days, 5:30:02, time: 0.828, data_time: 0.005, memory: 6454, top1_acc: 0.4422, top5_acc: 0.6922, loss_cls: 2.4540, loss: 2.4540, grad_norm: 2.8565 2021-07-12 10:31:04,100 - mmaction - INFO - Epoch [138][1780/1879] lr: 4.449e-02, eta: 2 days, 5:29:05, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.4461, top5_acc: 0.7082, loss_cls: 2.4215, loss: 2.4215, grad_norm: 2.8003 2021-07-12 10:31:20,715 - mmaction - INFO - Epoch [138][1800/1879] lr: 4.449e-02, eta: 2 days, 5:28:02, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.4473, top5_acc: 0.6859, loss_cls: 2.4819, loss: 2.4819, grad_norm: 2.7746 2021-07-12 10:31:37,366 - mmaction - INFO - Epoch [138][1820/1879] lr: 4.449e-02, eta: 2 days, 5:27:01, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.4551, top5_acc: 0.7027, loss_cls: 2.4381, loss: 2.4381, grad_norm: 2.7727 2021-07-12 10:31:54,498 - mmaction - INFO - Epoch [138][1840/1879] lr: 4.449e-02, eta: 2 days, 5:26:31, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.4555, top5_acc: 0.6937, loss_cls: 2.4324, loss: 2.4324, grad_norm: 2.8216 2021-07-12 10:32:11,667 - mmaction - INFO - Epoch [138][1860/1879] lr: 4.449e-02, eta: 2 days, 5:26:05, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.4555, top5_acc: 0.7023, loss_cls: 2.3673, loss: 2.3673, grad_norm: 2.8399 2021-07-12 10:34:06,170 - mmaction - INFO - Epoch [139][20/1879] lr: 4.388e-02, eta: 2 days, 6:22:45, time: 4.618, data_time: 3.642, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7063, loss_cls: 2.3895, loss: 2.3895, grad_norm: 2.8506 2021-07-12 10:34:22,611 - mmaction - INFO - Epoch [139][40/1879] lr: 4.388e-02, eta: 2 days, 6:21:15, time: 0.821, data_time: 0.004, memory: 6454, top1_acc: 0.4492, top5_acc: 0.6828, loss_cls: 2.4489, loss: 2.4489, grad_norm: 2.8267 2021-07-12 10:34:39,144 - mmaction - INFO - Epoch [139][60/1879] lr: 4.388e-02, eta: 2 days, 6:19:52, time: 0.827, data_time: 0.005, memory: 6454, top1_acc: 0.4699, top5_acc: 0.6980, loss_cls: 2.3697, loss: 2.3697, grad_norm: 2.7810 2021-07-12 10:34:55,837 - mmaction - INFO - Epoch [139][80/1879] lr: 4.388e-02, eta: 2 days, 6:18:40, time: 0.835, data_time: 0.006, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7102, loss_cls: 2.3362, loss: 2.3362, grad_norm: 2.8069 2021-07-12 10:35:12,689 - mmaction - INFO - Epoch [139][100/1879] lr: 4.388e-02, eta: 2 days, 6:17:35, time: 0.842, data_time: 0.007, memory: 6454, top1_acc: 0.4617, top5_acc: 0.6871, loss_cls: 2.4075, loss: 2.4075, grad_norm: 2.8096 2021-07-12 10:35:29,377 - mmaction - INFO - Epoch [139][120/1879] lr: 4.388e-02, eta: 2 days, 6:16:25, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7203, loss_cls: 2.2862, loss: 2.2862, grad_norm: 2.7857 2021-07-12 10:35:46,031 - mmaction - INFO - Epoch [139][140/1879] lr: 4.388e-02, eta: 2 days, 6:15:12, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7078, loss_cls: 2.3926, loss: 2.3926, grad_norm: 2.7738 2021-07-12 10:36:03,182 - mmaction - INFO - Epoch [139][160/1879] lr: 4.388e-02, eta: 2 days, 6:14:23, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.4562, top5_acc: 0.6926, loss_cls: 2.4096, loss: 2.4096, grad_norm: 2.7831 2021-07-12 10:36:19,698 - mmaction - INFO - Epoch [139][180/1879] lr: 4.388e-02, eta: 2 days, 6:13:07, time: 0.829, data_time: 0.008, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7070, loss_cls: 2.3233, loss: 2.3233, grad_norm: 2.7313 2021-07-12 10:36:36,649 - mmaction - INFO - Epoch [139][200/1879] lr: 4.388e-02, eta: 2 days, 6:12:12, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4633, top5_acc: 0.6969, loss_cls: 2.3848, loss: 2.3848, grad_norm: 2.8208 2021-07-12 10:36:53,809 - mmaction - INFO - Epoch [139][220/1879] lr: 4.388e-02, eta: 2 days, 6:11:27, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.4605, top5_acc: 0.7133, loss_cls: 2.3436, loss: 2.3436, grad_norm: 2.8509 2021-07-12 10:37:10,517 - mmaction - INFO - Epoch [139][240/1879] lr: 4.388e-02, eta: 2 days, 6:10:20, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.4500, top5_acc: 0.6773, loss_cls: 2.4976, loss: 2.4976, grad_norm: 2.8652 2021-07-12 10:37:27,607 - mmaction - INFO - Epoch [139][260/1879] lr: 4.388e-02, eta: 2 days, 6:09:34, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.4695, top5_acc: 0.6949, loss_cls: 2.3456, loss: 2.3456, grad_norm: 2.7243 2021-07-12 10:37:44,225 - mmaction - INFO - Epoch [139][280/1879] lr: 4.388e-02, eta: 2 days, 6:08:21, time: 0.830, data_time: 0.005, memory: 6454, top1_acc: 0.4586, top5_acc: 0.7094, loss_cls: 2.3494, loss: 2.3494, grad_norm: 2.8514 2021-07-12 10:38:00,821 - mmaction - INFO - Epoch [139][300/1879] lr: 4.388e-02, eta: 2 days, 6:07:11, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.4602, top5_acc: 0.7008, loss_cls: 2.3865, loss: 2.3865, grad_norm: 2.8782 2021-07-12 10:38:17,551 - mmaction - INFO - Epoch [139][320/1879] lr: 4.388e-02, eta: 2 days, 6:06:01, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7098, loss_cls: 2.3747, loss: 2.3747, grad_norm: 2.8493 2021-07-12 10:38:34,577 - mmaction - INFO - Epoch [139][340/1879] lr: 4.388e-02, eta: 2 days, 6:05:17, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.4613, top5_acc: 0.7074, loss_cls: 2.3557, loss: 2.3557, grad_norm: 2.8693 2021-07-12 10:38:51,754 - mmaction - INFO - Epoch [139][360/1879] lr: 4.388e-02, eta: 2 days, 6:04:35, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7059, loss_cls: 2.3386, loss: 2.3386, grad_norm: 2.7886 2021-07-12 10:39:08,720 - mmaction - INFO - Epoch [139][380/1879] lr: 4.388e-02, eta: 2 days, 6:03:46, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4484, top5_acc: 0.6945, loss_cls: 2.4327, loss: 2.4327, grad_norm: 2.8426 2021-07-12 10:39:25,405 - mmaction - INFO - Epoch [139][400/1879] lr: 4.388e-02, eta: 2 days, 6:02:41, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.4523, top5_acc: 0.6871, loss_cls: 2.4500, loss: 2.4500, grad_norm: 2.8760 2021-07-12 10:39:42,037 - mmaction - INFO - Epoch [139][420/1879] lr: 4.388e-02, eta: 2 days, 6:01:33, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7156, loss_cls: 2.3577, loss: 2.3577, grad_norm: 2.8327 2021-07-12 10:39:58,549 - mmaction - INFO - Epoch [139][440/1879] lr: 4.388e-02, eta: 2 days, 6:00:20, time: 0.826, data_time: 0.001, memory: 6454, top1_acc: 0.4562, top5_acc: 0.6914, loss_cls: 2.4625, loss: 2.4625, grad_norm: 2.8753 2021-07-12 10:40:15,552 - mmaction - INFO - Epoch [139][460/1879] lr: 4.388e-02, eta: 2 days, 5:59:31, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.4535, top5_acc: 0.7094, loss_cls: 2.3790, loss: 2.3790, grad_norm: 2.8188 2021-07-12 10:40:32,667 - mmaction - INFO - Epoch [139][480/1879] lr: 4.388e-02, eta: 2 days, 5:58:48, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7043, loss_cls: 2.3585, loss: 2.3585, grad_norm: 2.7542 2021-07-12 10:40:49,544 - mmaction - INFO - Epoch [139][500/1879] lr: 4.388e-02, eta: 2 days, 5:57:56, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4430, top5_acc: 0.6879, loss_cls: 2.4504, loss: 2.4504, grad_norm: 2.7803 2021-07-12 10:41:06,399 - mmaction - INFO - Epoch [139][520/1879] lr: 4.388e-02, eta: 2 days, 5:57:01, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.4660, top5_acc: 0.7102, loss_cls: 2.3678, loss: 2.3678, grad_norm: 2.7853 2021-07-12 10:41:23,388 - mmaction - INFO - Epoch [139][540/1879] lr: 4.388e-02, eta: 2 days, 5:56:16, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.4531, top5_acc: 0.6918, loss_cls: 2.4764, loss: 2.4764, grad_norm: 2.7995 2021-07-12 10:41:40,397 - mmaction - INFO - Epoch [139][560/1879] lr: 4.388e-02, eta: 2 days, 5:55:30, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7016, loss_cls: 2.3375, loss: 2.3375, grad_norm: 2.7515 2021-07-12 10:41:57,161 - mmaction - INFO - Epoch [139][580/1879] lr: 4.388e-02, eta: 2 days, 5:54:31, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.4531, top5_acc: 0.6965, loss_cls: 2.3807, loss: 2.3807, grad_norm: 2.7936 2021-07-12 10:42:14,205 - mmaction - INFO - Epoch [139][600/1879] lr: 4.388e-02, eta: 2 days, 5:53:48, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4613, top5_acc: 0.7117, loss_cls: 2.3227, loss: 2.3227, grad_norm: 2.7786 2021-07-12 10:42:30,940 - mmaction - INFO - Epoch [139][620/1879] lr: 4.388e-02, eta: 2 days, 5:52:51, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.4566, top5_acc: 0.7133, loss_cls: 2.3887, loss: 2.3887, grad_norm: 2.8174 2021-07-12 10:42:47,949 - mmaction - INFO - Epoch [139][640/1879] lr: 4.388e-02, eta: 2 days, 5:52:04, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.4355, top5_acc: 0.6918, loss_cls: 2.4654, loss: 2.4654, grad_norm: 2.8366 2021-07-12 10:43:04,769 - mmaction - INFO - Epoch [139][660/1879] lr: 4.388e-02, eta: 2 days, 5:51:11, time: 0.842, data_time: 0.008, memory: 6454, top1_acc: 0.4504, top5_acc: 0.6988, loss_cls: 2.4170, loss: 2.4170, grad_norm: 2.7903 2021-07-12 10:43:21,687 - mmaction - INFO - Epoch [139][680/1879] lr: 4.388e-02, eta: 2 days, 5:50:24, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4758, top5_acc: 0.7035, loss_cls: 2.3743, loss: 2.3743, grad_norm: 2.8180 2021-07-12 10:43:38,495 - mmaction - INFO - Epoch [139][700/1879] lr: 4.388e-02, eta: 2 days, 5:49:27, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7129, loss_cls: 2.2659, loss: 2.2659, grad_norm: 2.7999 2021-07-12 10:43:55,384 - mmaction - INFO - Epoch [139][720/1879] lr: 4.388e-02, eta: 2 days, 5:48:40, time: 0.846, data_time: 0.007, memory: 6454, top1_acc: 0.4523, top5_acc: 0.6922, loss_cls: 2.4084, loss: 2.4084, grad_norm: 2.8653 2021-07-12 10:44:12,376 - mmaction - INFO - Epoch [139][740/1879] lr: 4.388e-02, eta: 2 days, 5:47:55, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7004, loss_cls: 2.3655, loss: 2.3655, grad_norm: 2.8193 2021-07-12 10:44:29,197 - mmaction - INFO - Epoch [139][760/1879] lr: 4.388e-02, eta: 2 days, 5:47:02, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.4555, top5_acc: 0.6957, loss_cls: 2.4236, loss: 2.4236, grad_norm: 2.8751 2021-07-12 10:44:46,110 - mmaction - INFO - Epoch [139][780/1879] lr: 4.388e-02, eta: 2 days, 5:46:16, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4465, top5_acc: 0.6902, loss_cls: 2.4729, loss: 2.4729, grad_norm: 2.8324 2021-07-12 10:45:02,691 - mmaction - INFO - Epoch [139][800/1879] lr: 4.388e-02, eta: 2 days, 5:45:14, time: 0.830, data_time: 0.005, memory: 6454, top1_acc: 0.4664, top5_acc: 0.6984, loss_cls: 2.3834, loss: 2.3834, grad_norm: 2.7449 2021-07-12 10:45:19,352 - mmaction - INFO - Epoch [139][820/1879] lr: 4.388e-02, eta: 2 days, 5:44:14, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.4664, top5_acc: 0.6922, loss_cls: 2.4159, loss: 2.4159, grad_norm: 2.7846 2021-07-12 10:45:36,426 - mmaction - INFO - Epoch [139][840/1879] lr: 4.388e-02, eta: 2 days, 5:43:34, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4441, top5_acc: 0.6879, loss_cls: 2.4829, loss: 2.4829, grad_norm: 2.8663 2021-07-12 10:45:53,410 - mmaction - INFO - Epoch [139][860/1879] lr: 4.388e-02, eta: 2 days, 5:42:52, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4496, top5_acc: 0.6891, loss_cls: 2.4663, loss: 2.4663, grad_norm: 2.8060 2021-07-12 10:46:10,067 - mmaction - INFO - Epoch [139][880/1879] lr: 4.388e-02, eta: 2 days, 5:41:55, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.4590, top5_acc: 0.6969, loss_cls: 2.4004, loss: 2.4004, grad_norm: 2.7651 2021-07-12 10:46:26,799 - mmaction - INFO - Epoch [139][900/1879] lr: 4.388e-02, eta: 2 days, 5:41:00, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7059, loss_cls: 2.3669, loss: 2.3669, grad_norm: 2.8298 2021-07-12 10:46:43,763 - mmaction - INFO - Epoch [139][920/1879] lr: 4.388e-02, eta: 2 days, 5:40:17, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.4590, top5_acc: 0.7016, loss_cls: 2.3769, loss: 2.3769, grad_norm: 2.7635 2021-07-12 10:47:00,425 - mmaction - INFO - Epoch [139][940/1879] lr: 4.388e-02, eta: 2 days, 5:39:20, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.4652, top5_acc: 0.6965, loss_cls: 2.4151, loss: 2.4151, grad_norm: 2.8192 2021-07-12 10:47:17,104 - mmaction - INFO - Epoch [139][960/1879] lr: 4.388e-02, eta: 2 days, 5:38:23, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7094, loss_cls: 2.3501, loss: 2.3501, grad_norm: 2.7924 2021-07-12 10:47:34,143 - mmaction - INFO - Epoch [139][980/1879] lr: 4.388e-02, eta: 2 days, 5:37:45, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.4418, top5_acc: 0.6977, loss_cls: 2.3831, loss: 2.3831, grad_norm: 2.8815 2021-07-12 10:47:50,995 - mmaction - INFO - Epoch [139][1000/1879] lr: 4.388e-02, eta: 2 days, 5:37:00, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4559, top5_acc: 0.6910, loss_cls: 2.4252, loss: 2.4252, grad_norm: 2.9224 2021-07-12 10:48:07,676 - mmaction - INFO - Epoch [139][1020/1879] lr: 4.388e-02, eta: 2 days, 5:36:02, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.4562, top5_acc: 0.7023, loss_cls: 2.3833, loss: 2.3833, grad_norm: 2.8467 2021-07-12 10:48:24,689 - mmaction - INFO - Epoch [139][1040/1879] lr: 4.388e-02, eta: 2 days, 5:35:25, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7117, loss_cls: 2.3225, loss: 2.3225, grad_norm: 2.7902 2021-07-12 10:48:41,523 - mmaction - INFO - Epoch [139][1060/1879] lr: 4.388e-02, eta: 2 days, 5:34:35, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4410, top5_acc: 0.6996, loss_cls: 2.4405, loss: 2.4405, grad_norm: 2.8395 2021-07-12 10:48:58,091 - mmaction - INFO - Epoch [139][1080/1879] lr: 4.388e-02, eta: 2 days, 5:33:38, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.4477, top5_acc: 0.7043, loss_cls: 2.3681, loss: 2.3681, grad_norm: 2.7940 2021-07-12 10:49:15,238 - mmaction - INFO - Epoch [139][1100/1879] lr: 4.388e-02, eta: 2 days, 5:33:03, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.4516, top5_acc: 0.6980, loss_cls: 2.4347, loss: 2.4347, grad_norm: 2.9183 2021-07-12 10:49:32,114 - mmaction - INFO - Epoch [139][1120/1879] lr: 4.388e-02, eta: 2 days, 5:32:22, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4320, top5_acc: 0.6738, loss_cls: 2.5133, loss: 2.5133, grad_norm: 2.8611 2021-07-12 10:49:49,060 - mmaction - INFO - Epoch [139][1140/1879] lr: 4.388e-02, eta: 2 days, 5:31:38, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7070, loss_cls: 2.3259, loss: 2.3259, grad_norm: 2.7209 2021-07-12 10:50:05,882 - mmaction - INFO - Epoch [139][1160/1879] lr: 4.388e-02, eta: 2 days, 5:30:50, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.4598, top5_acc: 0.6980, loss_cls: 2.3828, loss: 2.3828, grad_norm: 2.8046 2021-07-12 10:50:23,018 - mmaction - INFO - Epoch [139][1180/1879] lr: 4.388e-02, eta: 2 days, 5:30:21, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.4742, top5_acc: 0.6973, loss_cls: 2.3683, loss: 2.3683, grad_norm: 2.6904 2021-07-12 10:50:39,889 - mmaction - INFO - Epoch [139][1200/1879] lr: 4.388e-02, eta: 2 days, 5:29:37, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.4672, top5_acc: 0.7156, loss_cls: 2.3521, loss: 2.3521, grad_norm: 2.8680 2021-07-12 10:50:56,860 - mmaction - INFO - Epoch [139][1220/1879] lr: 4.388e-02, eta: 2 days, 5:28:56, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7094, loss_cls: 2.3653, loss: 2.3653, grad_norm: 2.8676 2021-07-12 10:51:13,601 - mmaction - INFO - Epoch [139][1240/1879] lr: 4.388e-02, eta: 2 days, 5:28:08, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.4359, top5_acc: 0.7004, loss_cls: 2.4391, loss: 2.4391, grad_norm: 2.8781 2021-07-12 10:51:29,954 - mmaction - INFO - Epoch [139][1260/1879] lr: 4.388e-02, eta: 2 days, 5:27:01, time: 0.817, data_time: 0.001, memory: 6454, top1_acc: 0.4504, top5_acc: 0.6879, loss_cls: 2.4658, loss: 2.4658, grad_norm: 2.8649 2021-07-12 10:51:46,806 - mmaction - INFO - Epoch [139][1280/1879] lr: 4.388e-02, eta: 2 days, 5:26:18, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4316, top5_acc: 0.6859, loss_cls: 2.4770, loss: 2.4770, grad_norm: 2.8419 2021-07-12 10:52:03,624 - mmaction - INFO - Epoch [139][1300/1879] lr: 4.388e-02, eta: 2 days, 5:25:30, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.4645, top5_acc: 0.6996, loss_cls: 2.3613, loss: 2.3613, grad_norm: 2.7995 2021-07-12 10:52:20,402 - mmaction - INFO - Epoch [139][1320/1879] lr: 4.388e-02, eta: 2 days, 5:24:46, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.4539, top5_acc: 0.6930, loss_cls: 2.3996, loss: 2.3996, grad_norm: 2.8060 2021-07-12 10:52:36,910 - mmaction - INFO - Epoch [139][1340/1879] lr: 4.388e-02, eta: 2 days, 5:23:48, time: 0.825, data_time: 0.001, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7012, loss_cls: 2.3902, loss: 2.3902, grad_norm: 2.7977 2021-07-12 10:52:54,006 - mmaction - INFO - Epoch [139][1360/1879] lr: 4.388e-02, eta: 2 days, 5:23:14, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4559, top5_acc: 0.6984, loss_cls: 2.3967, loss: 2.3967, grad_norm: 2.8769 2021-07-12 10:53:10,742 - mmaction - INFO - Epoch [139][1380/1879] lr: 4.388e-02, eta: 2 days, 5:22:28, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.4543, top5_acc: 0.6934, loss_cls: 2.4157, loss: 2.4157, grad_norm: 2.8220 2021-07-12 10:53:27,602 - mmaction - INFO - Epoch [139][1400/1879] lr: 4.388e-02, eta: 2 days, 5:21:44, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4648, top5_acc: 0.6965, loss_cls: 2.4056, loss: 2.4056, grad_norm: 2.8514 2021-07-12 10:53:44,376 - mmaction - INFO - Epoch [139][1420/1879] lr: 4.388e-02, eta: 2 days, 5:21:00, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.4688, top5_acc: 0.7063, loss_cls: 2.3895, loss: 2.3895, grad_norm: 2.8376 2021-07-12 10:54:01,152 - mmaction - INFO - Epoch [139][1440/1879] lr: 4.388e-02, eta: 2 days, 5:20:14, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.4449, top5_acc: 0.6922, loss_cls: 2.4180, loss: 2.4180, grad_norm: 2.8242 2021-07-12 10:54:18,061 - mmaction - INFO - Epoch [139][1460/1879] lr: 4.388e-02, eta: 2 days, 5:19:35, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4602, top5_acc: 0.7086, loss_cls: 2.3873, loss: 2.3873, grad_norm: 2.8607 2021-07-12 10:54:34,989 - mmaction - INFO - Epoch [139][1480/1879] lr: 4.388e-02, eta: 2 days, 5:18:53, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4523, top5_acc: 0.7051, loss_cls: 2.4126, loss: 2.4126, grad_norm: 2.7746 2021-07-12 10:54:52,064 - mmaction - INFO - Epoch [139][1500/1879] lr: 4.388e-02, eta: 2 days, 5:18:22, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7090, loss_cls: 2.3506, loss: 2.3506, grad_norm: 2.8364 2021-07-12 10:55:09,047 - mmaction - INFO - Epoch [139][1520/1879] lr: 4.388e-02, eta: 2 days, 5:17:46, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4594, top5_acc: 0.6949, loss_cls: 2.4316, loss: 2.4316, grad_norm: 2.8454 2021-07-12 10:55:26,011 - mmaction - INFO - Epoch [139][1540/1879] lr: 4.388e-02, eta: 2 days, 5:17:11, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4469, top5_acc: 0.6953, loss_cls: 2.4323, loss: 2.4323, grad_norm: 2.8575 2021-07-12 10:55:43,169 - mmaction - INFO - Epoch [139][1560/1879] lr: 4.388e-02, eta: 2 days, 5:16:41, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.4504, top5_acc: 0.6969, loss_cls: 2.4437, loss: 2.4437, grad_norm: 2.7995 2021-07-12 10:55:59,689 - mmaction - INFO - Epoch [139][1580/1879] lr: 4.388e-02, eta: 2 days, 5:15:47, time: 0.827, data_time: 0.003, memory: 6454, top1_acc: 0.4688, top5_acc: 0.7051, loss_cls: 2.3726, loss: 2.3726, grad_norm: 2.8230 2021-07-12 10:56:16,532 - mmaction - INFO - Epoch [139][1600/1879] lr: 4.388e-02, eta: 2 days, 5:15:05, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4617, top5_acc: 0.7113, loss_cls: 2.3784, loss: 2.3784, grad_norm: 2.8496 2021-07-12 10:56:33,299 - mmaction - INFO - Epoch [139][1620/1879] lr: 4.388e-02, eta: 2 days, 5:14:23, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4672, top5_acc: 0.6922, loss_cls: 2.4262, loss: 2.4262, grad_norm: 2.8320 2021-07-12 10:56:50,205 - mmaction - INFO - Epoch [139][1640/1879] lr: 4.388e-02, eta: 2 days, 5:13:43, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4586, top5_acc: 0.7051, loss_cls: 2.3702, loss: 2.3702, grad_norm: 2.8370 2021-07-12 10:57:06,966 - mmaction - INFO - Epoch [139][1660/1879] lr: 4.388e-02, eta: 2 days, 5:13:00, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4613, top5_acc: 0.7027, loss_cls: 2.3783, loss: 2.3783, grad_norm: 2.8185 2021-07-12 10:57:24,201 - mmaction - INFO - Epoch [139][1680/1879] lr: 4.388e-02, eta: 2 days, 5:12:34, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.4523, top5_acc: 0.7051, loss_cls: 2.3956, loss: 2.3956, grad_norm: 2.8326 2021-07-12 10:57:40,643 - mmaction - INFO - Epoch [139][1700/1879] lr: 4.388e-02, eta: 2 days, 5:11:40, time: 0.826, data_time: 0.007, memory: 6454, top1_acc: 0.4508, top5_acc: 0.6953, loss_cls: 2.4227, loss: 2.4227, grad_norm: 2.8059 2021-07-12 10:57:57,451 - mmaction - INFO - Epoch [139][1720/1879] lr: 4.388e-02, eta: 2 days, 5:10:57, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7000, loss_cls: 2.3653, loss: 2.3653, grad_norm: 2.8028 2021-07-12 10:58:14,239 - mmaction - INFO - Epoch [139][1740/1879] lr: 4.388e-02, eta: 2 days, 5:10:16, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4609, top5_acc: 0.6891, loss_cls: 2.3922, loss: 2.3922, grad_norm: 2.8037 2021-07-12 10:58:30,834 - mmaction - INFO - Epoch [139][1760/1879] lr: 4.388e-02, eta: 2 days, 5:09:26, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.4719, top5_acc: 0.6945, loss_cls: 2.3613, loss: 2.3613, grad_norm: 2.8245 2021-07-12 10:58:47,730 - mmaction - INFO - Epoch [139][1780/1879] lr: 4.388e-02, eta: 2 days, 5:08:48, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.4484, top5_acc: 0.6762, loss_cls: 2.4927, loss: 2.4927, grad_norm: 2.8588 2021-07-12 10:59:04,481 - mmaction - INFO - Epoch [139][1800/1879] lr: 4.388e-02, eta: 2 days, 5:08:05, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7016, loss_cls: 2.3753, loss: 2.3753, grad_norm: 2.7765 2021-07-12 10:59:21,256 - mmaction - INFO - Epoch [139][1820/1879] lr: 4.388e-02, eta: 2 days, 5:07:23, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7129, loss_cls: 2.3357, loss: 2.3357, grad_norm: 2.8226 2021-07-12 10:59:37,903 - mmaction - INFO - Epoch [139][1840/1879] lr: 4.388e-02, eta: 2 days, 5:06:36, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4391, top5_acc: 0.6867, loss_cls: 2.4573, loss: 2.4573, grad_norm: 2.8675 2021-07-12 10:59:54,816 - mmaction - INFO - Epoch [139][1860/1879] lr: 4.388e-02, eta: 2 days, 5:05:59, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7109, loss_cls: 2.3644, loss: 2.3644, grad_norm: 2.8140 2021-07-12 11:01:38,994 - mmaction - INFO - Epoch [140][20/1879] lr: 4.327e-02, eta: 2 days, 5:36:07, time: 4.065, data_time: 3.192, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7164, loss_cls: 2.3406, loss: 2.3406, grad_norm: 2.8146 2021-07-12 11:01:55,604 - mmaction - INFO - Epoch [140][40/1879] lr: 4.327e-02, eta: 2 days, 5:35:12, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.4500, top5_acc: 0.6891, loss_cls: 2.4413, loss: 2.4413, grad_norm: 2.8408 2021-07-12 11:02:12,150 - mmaction - INFO - Epoch [140][60/1879] lr: 4.327e-02, eta: 2 days, 5:34:13, time: 0.824, data_time: 0.004, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7086, loss_cls: 2.3270, loss: 2.3270, grad_norm: 2.8582 2021-07-12 11:02:28,852 - mmaction - INFO - Epoch [140][80/1879] lr: 4.327e-02, eta: 2 days, 5:33:23, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.4504, top5_acc: 0.7023, loss_cls: 2.3909, loss: 2.3909, grad_norm: 2.8366 2021-07-12 11:02:45,691 - mmaction - INFO - Epoch [140][100/1879] lr: 4.327e-02, eta: 2 days, 5:32:41, time: 0.845, data_time: 0.007, memory: 6454, top1_acc: 0.4504, top5_acc: 0.6969, loss_cls: 2.3976, loss: 2.3976, grad_norm: 2.8373 2021-07-12 11:03:02,271 - mmaction - INFO - Epoch [140][120/1879] lr: 4.327e-02, eta: 2 days, 5:31:47, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.4590, top5_acc: 0.6934, loss_cls: 2.4121, loss: 2.4121, grad_norm: 2.8714 2021-07-12 11:03:18,867 - mmaction - INFO - Epoch [140][140/1879] lr: 4.327e-02, eta: 2 days, 5:30:52, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.4570, top5_acc: 0.7012, loss_cls: 2.3689, loss: 2.3689, grad_norm: 2.8051 2021-07-12 11:03:35,408 - mmaction - INFO - Epoch [140][160/1879] lr: 4.327e-02, eta: 2 days, 5:29:58, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.4578, top5_acc: 0.7031, loss_cls: 2.3897, loss: 2.3897, grad_norm: 2.8015 2021-07-12 11:03:52,366 - mmaction - INFO - Epoch [140][180/1879] lr: 4.327e-02, eta: 2 days, 5:29:19, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7191, loss_cls: 2.3254, loss: 2.3254, grad_norm: 2.7506 2021-07-12 11:04:09,236 - mmaction - INFO - Epoch [140][200/1879] lr: 4.327e-02, eta: 2 days, 5:28:36, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7047, loss_cls: 2.3000, loss: 2.3000, grad_norm: 2.7338 2021-07-12 11:04:25,991 - mmaction - INFO - Epoch [140][220/1879] lr: 4.327e-02, eta: 2 days, 5:27:48, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.4594, top5_acc: 0.7016, loss_cls: 2.3815, loss: 2.3815, grad_norm: 2.8327 2021-07-12 11:04:42,882 - mmaction - INFO - Epoch [140][240/1879] lr: 4.327e-02, eta: 2 days, 5:27:06, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4645, top5_acc: 0.7066, loss_cls: 2.3805, loss: 2.3805, grad_norm: 2.9017 2021-07-12 11:04:59,703 - mmaction - INFO - Epoch [140][260/1879] lr: 4.327e-02, eta: 2 days, 5:26:21, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.4551, top5_acc: 0.6926, loss_cls: 2.4010, loss: 2.4010, grad_norm: 2.8540 2021-07-12 11:05:16,574 - mmaction - INFO - Epoch [140][280/1879] lr: 4.327e-02, eta: 2 days, 5:25:42, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7250, loss_cls: 2.2765, loss: 2.2765, grad_norm: 2.8358 2021-07-12 11:05:33,218 - mmaction - INFO - Epoch [140][300/1879] lr: 4.327e-02, eta: 2 days, 5:24:53, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7125, loss_cls: 2.3523, loss: 2.3523, grad_norm: 2.8337 2021-07-12 11:05:50,116 - mmaction - INFO - Epoch [140][320/1879] lr: 4.327e-02, eta: 2 days, 5:24:09, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.4570, top5_acc: 0.7051, loss_cls: 2.4099, loss: 2.4099, grad_norm: 2.8813 2021-07-12 11:06:06,953 - mmaction - INFO - Epoch [140][340/1879] lr: 4.327e-02, eta: 2 days, 5:23:29, time: 0.845, data_time: 0.008, memory: 6454, top1_acc: 0.4480, top5_acc: 0.7039, loss_cls: 2.3962, loss: 2.3962, grad_norm: 2.8959 2021-07-12 11:06:23,531 - mmaction - INFO - Epoch [140][360/1879] lr: 4.327e-02, eta: 2 days, 5:22:39, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7133, loss_cls: 2.3557, loss: 2.3557, grad_norm: 2.8448 2021-07-12 11:06:40,339 - mmaction - INFO - Epoch [140][380/1879] lr: 4.327e-02, eta: 2 days, 5:21:53, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.4645, top5_acc: 0.7020, loss_cls: 2.4208, loss: 2.4208, grad_norm: 2.8314 2021-07-12 11:06:57,038 - mmaction - INFO - Epoch [140][400/1879] lr: 4.327e-02, eta: 2 days, 5:21:08, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4566, top5_acc: 0.6957, loss_cls: 2.4055, loss: 2.4055, grad_norm: 2.8695 2021-07-12 11:07:13,999 - mmaction - INFO - Epoch [140][420/1879] lr: 4.327e-02, eta: 2 days, 5:20:29, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4547, top5_acc: 0.6973, loss_cls: 2.3851, loss: 2.3851, grad_norm: 2.8694 2021-07-12 11:07:30,737 - mmaction - INFO - Epoch [140][440/1879] lr: 4.327e-02, eta: 2 days, 5:19:46, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.4547, top5_acc: 0.7016, loss_cls: 2.3951, loss: 2.3951, grad_norm: 2.7787 2021-07-12 11:07:47,720 - mmaction - INFO - Epoch [140][460/1879] lr: 4.327e-02, eta: 2 days, 5:19:09, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4648, top5_acc: 0.7164, loss_cls: 2.3369, loss: 2.3369, grad_norm: 2.8410 2021-07-12 11:08:04,332 - mmaction - INFO - Epoch [140][480/1879] lr: 4.327e-02, eta: 2 days, 5:18:19, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.4562, top5_acc: 0.6855, loss_cls: 2.4698, loss: 2.4698, grad_norm: 2.8749 2021-07-12 11:08:21,584 - mmaction - INFO - Epoch [140][500/1879] lr: 4.327e-02, eta: 2 days, 5:17:52, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.4656, top5_acc: 0.7059, loss_cls: 2.3863, loss: 2.3863, grad_norm: 2.8360 2021-07-12 11:08:38,583 - mmaction - INFO - Epoch [140][520/1879] lr: 4.327e-02, eta: 2 days, 5:17:19, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4621, top5_acc: 0.6953, loss_cls: 2.4123, loss: 2.4123, grad_norm: 2.8422 2021-07-12 11:08:55,107 - mmaction - INFO - Epoch [140][540/1879] lr: 4.327e-02, eta: 2 days, 5:16:26, time: 0.825, data_time: 0.003, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7004, loss_cls: 2.3800, loss: 2.3800, grad_norm: 2.7672 2021-07-12 11:09:12,198 - mmaction - INFO - Epoch [140][560/1879] lr: 4.327e-02, eta: 2 days, 5:15:55, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7238, loss_cls: 2.2734, loss: 2.2734, grad_norm: 2.7491 2021-07-12 11:09:29,178 - mmaction - INFO - Epoch [140][580/1879] lr: 4.327e-02, eta: 2 days, 5:15:20, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7211, loss_cls: 2.3169, loss: 2.3169, grad_norm: 2.8238 2021-07-12 11:09:46,366 - mmaction - INFO - Epoch [140][600/1879] lr: 4.327e-02, eta: 2 days, 5:14:50, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7070, loss_cls: 2.3559, loss: 2.3559, grad_norm: 2.7899 2021-07-12 11:10:03,240 - mmaction - INFO - Epoch [140][620/1879] lr: 4.327e-02, eta: 2 days, 5:14:13, time: 0.847, data_time: 0.007, memory: 6454, top1_acc: 0.4688, top5_acc: 0.7055, loss_cls: 2.3364, loss: 2.3364, grad_norm: 2.7361 2021-07-12 11:10:19,878 - mmaction - INFO - Epoch [140][640/1879] lr: 4.327e-02, eta: 2 days, 5:13:26, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7270, loss_cls: 2.2529, loss: 2.2529, grad_norm: 2.7894 2021-07-12 11:10:36,627 - mmaction - INFO - Epoch [140][660/1879] lr: 4.327e-02, eta: 2 days, 5:12:41, time: 0.835, data_time: 0.007, memory: 6454, top1_acc: 0.4551, top5_acc: 0.6953, loss_cls: 2.3999, loss: 2.3999, grad_norm: 2.8323 2021-07-12 11:10:53,417 - mmaction - INFO - Epoch [140][680/1879] lr: 4.327e-02, eta: 2 days, 5:12:01, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7113, loss_cls: 2.3430, loss: 2.3430, grad_norm: 2.7431 2021-07-12 11:11:10,070 - mmaction - INFO - Epoch [140][700/1879] lr: 4.327e-02, eta: 2 days, 5:11:14, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.4609, top5_acc: 0.6883, loss_cls: 2.4129, loss: 2.4129, grad_norm: 2.8495 2021-07-12 11:11:27,106 - mmaction - INFO - Epoch [140][720/1879] lr: 4.327e-02, eta: 2 days, 5:10:43, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7020, loss_cls: 2.3677, loss: 2.3677, grad_norm: 2.8014 2021-07-12 11:11:44,068 - mmaction - INFO - Epoch [140][740/1879] lr: 4.327e-02, eta: 2 days, 5:10:08, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4648, top5_acc: 0.7031, loss_cls: 2.3629, loss: 2.3629, grad_norm: 2.8402 2021-07-12 11:12:00,658 - mmaction - INFO - Epoch [140][760/1879] lr: 4.327e-02, eta: 2 days, 5:09:20, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7043, loss_cls: 2.3504, loss: 2.3504, grad_norm: 2.8779 2021-07-12 11:12:17,217 - mmaction - INFO - Epoch [140][780/1879] lr: 4.327e-02, eta: 2 days, 5:08:31, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7121, loss_cls: 2.3176, loss: 2.3176, grad_norm: 2.8209 2021-07-12 11:12:33,748 - mmaction - INFO - Epoch [140][800/1879] lr: 4.327e-02, eta: 2 days, 5:07:42, time: 0.827, data_time: 0.001, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7129, loss_cls: 2.3491, loss: 2.3491, grad_norm: 2.8431 2021-07-12 11:12:50,509 - mmaction - INFO - Epoch [140][820/1879] lr: 4.327e-02, eta: 2 days, 5:07:01, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4668, top5_acc: 0.6992, loss_cls: 2.3875, loss: 2.3875, grad_norm: 2.8632 2021-07-12 11:13:07,253 - mmaction - INFO - Epoch [140][840/1879] lr: 4.327e-02, eta: 2 days, 5:06:18, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.4539, top5_acc: 0.6965, loss_cls: 2.4202, loss: 2.4202, grad_norm: 2.8139 2021-07-12 11:13:24,292 - mmaction - INFO - Epoch [140][860/1879] lr: 4.327e-02, eta: 2 days, 5:05:46, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.4570, top5_acc: 0.6973, loss_cls: 2.4142, loss: 2.4142, grad_norm: 2.8941 2021-07-12 11:13:40,915 - mmaction - INFO - Epoch [140][880/1879] lr: 4.327e-02, eta: 2 days, 5:05:02, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7031, loss_cls: 2.3706, loss: 2.3706, grad_norm: 2.8044 2021-07-12 11:13:58,095 - mmaction - INFO - Epoch [140][900/1879] lr: 4.327e-02, eta: 2 days, 5:04:34, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.4676, top5_acc: 0.7016, loss_cls: 2.3856, loss: 2.3856, grad_norm: 2.8486 2021-07-12 11:14:15,052 - mmaction - INFO - Epoch [140][920/1879] lr: 4.327e-02, eta: 2 days, 5:04:00, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7066, loss_cls: 2.3759, loss: 2.3759, grad_norm: 2.7762 2021-07-12 11:14:32,041 - mmaction - INFO - Epoch [140][940/1879] lr: 4.327e-02, eta: 2 days, 5:03:27, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.4527, top5_acc: 0.7016, loss_cls: 2.4304, loss: 2.4304, grad_norm: 2.8416 2021-07-12 11:14:48,807 - mmaction - INFO - Epoch [140][960/1879] lr: 4.327e-02, eta: 2 days, 5:02:48, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4551, top5_acc: 0.7004, loss_cls: 2.3866, loss: 2.3866, grad_norm: 2.8298 2021-07-12 11:15:05,520 - mmaction - INFO - Epoch [140][980/1879] lr: 4.327e-02, eta: 2 days, 5:02:06, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7039, loss_cls: 2.3521, loss: 2.3521, grad_norm: 2.7820 2021-07-12 11:15:22,195 - mmaction - INFO - Epoch [140][1000/1879] lr: 4.327e-02, eta: 2 days, 5:01:23, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.4496, top5_acc: 0.7027, loss_cls: 2.4123, loss: 2.4123, grad_norm: 2.8945 2021-07-12 11:15:38,697 - mmaction - INFO - Epoch [140][1020/1879] lr: 4.327e-02, eta: 2 days, 5:00:34, time: 0.824, data_time: 0.004, memory: 6454, top1_acc: 0.4414, top5_acc: 0.6879, loss_cls: 2.4833, loss: 2.4833, grad_norm: 2.8680 2021-07-12 11:15:55,395 - mmaction - INFO - Epoch [140][1040/1879] lr: 4.327e-02, eta: 2 days, 4:59:53, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.4688, top5_acc: 0.7184, loss_cls: 2.3349, loss: 2.3349, grad_norm: 2.8691 2021-07-12 11:16:12,265 - mmaction - INFO - Epoch [140][1060/1879] lr: 4.327e-02, eta: 2 days, 4:59:17, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4527, top5_acc: 0.6910, loss_cls: 2.4327, loss: 2.4327, grad_norm: 2.8647 2021-07-12 11:16:29,073 - mmaction - INFO - Epoch [140][1080/1879] lr: 4.327e-02, eta: 2 days, 4:58:38, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.4656, top5_acc: 0.6961, loss_cls: 2.3913, loss: 2.3913, grad_norm: 2.8410 2021-07-12 11:16:46,449 - mmaction - INFO - Epoch [140][1100/1879] lr: 4.327e-02, eta: 2 days, 4:58:18, time: 0.868, data_time: 0.004, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7027, loss_cls: 2.3518, loss: 2.3518, grad_norm: 2.9057 2021-07-12 11:17:03,503 - mmaction - INFO - Epoch [140][1120/1879] lr: 4.327e-02, eta: 2 days, 4:57:50, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4297, top5_acc: 0.6996, loss_cls: 2.4566, loss: 2.4566, grad_norm: 2.8893 2021-07-12 11:17:20,575 - mmaction - INFO - Epoch [140][1140/1879] lr: 4.327e-02, eta: 2 days, 4:57:19, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4445, top5_acc: 0.7008, loss_cls: 2.4009, loss: 2.4009, grad_norm: 2.8043 2021-07-12 11:17:37,132 - mmaction - INFO - Epoch [140][1160/1879] lr: 4.327e-02, eta: 2 days, 4:56:35, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.4531, top5_acc: 0.6805, loss_cls: 2.4494, loss: 2.4494, grad_norm: 2.8170 2021-07-12 11:17:54,101 - mmaction - INFO - Epoch [140][1180/1879] lr: 4.327e-02, eta: 2 days, 4:56:02, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4664, top5_acc: 0.7055, loss_cls: 2.3468, loss: 2.3468, grad_norm: 2.7504 2021-07-12 11:18:10,685 - mmaction - INFO - Epoch [140][1200/1879] lr: 4.327e-02, eta: 2 days, 4:55:19, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.4547, top5_acc: 0.6945, loss_cls: 2.4016, loss: 2.4016, grad_norm: 2.7990 2021-07-12 11:18:27,679 - mmaction - INFO - Epoch [140][1220/1879] lr: 4.327e-02, eta: 2 days, 4:54:45, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7063, loss_cls: 2.3456, loss: 2.3456, grad_norm: 2.8621 2021-07-12 11:18:44,722 - mmaction - INFO - Epoch [140][1240/1879] lr: 4.327e-02, eta: 2 days, 4:54:18, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.4625, top5_acc: 0.7055, loss_cls: 2.3702, loss: 2.3702, grad_norm: 2.7896 2021-07-12 11:19:01,742 - mmaction - INFO - Epoch [140][1260/1879] lr: 4.327e-02, eta: 2 days, 4:53:45, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4711, top5_acc: 0.6953, loss_cls: 2.3868, loss: 2.3868, grad_norm: 2.7829 2021-07-12 11:19:18,481 - mmaction - INFO - Epoch [140][1280/1879] lr: 4.327e-02, eta: 2 days, 4:53:08, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7066, loss_cls: 2.3590, loss: 2.3590, grad_norm: 2.8411 2021-07-12 11:19:35,532 - mmaction - INFO - Epoch [140][1300/1879] lr: 4.327e-02, eta: 2 days, 4:52:38, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4555, top5_acc: 0.7074, loss_cls: 2.4073, loss: 2.4073, grad_norm: 2.8627 2021-07-12 11:19:52,432 - mmaction - INFO - Epoch [140][1320/1879] lr: 4.327e-02, eta: 2 days, 4:52:05, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4598, top5_acc: 0.7070, loss_cls: 2.3860, loss: 2.3860, grad_norm: 2.8965 2021-07-12 11:20:09,231 - mmaction - INFO - Epoch [140][1340/1879] lr: 4.327e-02, eta: 2 days, 4:51:28, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.4641, top5_acc: 0.6941, loss_cls: 2.4011, loss: 2.4011, grad_norm: 2.8169 2021-07-12 11:20:26,056 - mmaction - INFO - Epoch [140][1360/1879] lr: 4.327e-02, eta: 2 days, 4:50:52, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4590, top5_acc: 0.7004, loss_cls: 2.4008, loss: 2.4008, grad_norm: 2.8169 2021-07-12 11:20:43,116 - mmaction - INFO - Epoch [140][1380/1879] lr: 4.327e-02, eta: 2 days, 4:50:23, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7063, loss_cls: 2.3757, loss: 2.3757, grad_norm: 2.8723 2021-07-12 11:20:59,895 - mmaction - INFO - Epoch [140][1400/1879] lr: 4.327e-02, eta: 2 days, 4:49:47, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.4594, top5_acc: 0.6980, loss_cls: 2.4172, loss: 2.4172, grad_norm: 2.8230 2021-07-12 11:21:16,532 - mmaction - INFO - Epoch [140][1420/1879] lr: 4.327e-02, eta: 2 days, 4:49:05, time: 0.831, data_time: 0.001, memory: 6454, top1_acc: 0.4613, top5_acc: 0.7055, loss_cls: 2.3594, loss: 2.3594, grad_norm: 2.8480 2021-07-12 11:21:33,585 - mmaction - INFO - Epoch [140][1440/1879] lr: 4.327e-02, eta: 2 days, 4:48:36, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4609, top5_acc: 0.6969, loss_cls: 2.4012, loss: 2.4012, grad_norm: 2.8598 2021-07-12 11:21:50,327 - mmaction - INFO - Epoch [140][1460/1879] lr: 4.327e-02, eta: 2 days, 4:47:59, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.4570, top5_acc: 0.6922, loss_cls: 2.4235, loss: 2.4235, grad_norm: 2.8286 2021-07-12 11:22:07,198 - mmaction - INFO - Epoch [140][1480/1879] lr: 4.327e-02, eta: 2 days, 4:47:24, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7129, loss_cls: 2.3380, loss: 2.3380, grad_norm: 2.7946 2021-07-12 11:22:24,133 - mmaction - INFO - Epoch [140][1500/1879] lr: 4.327e-02, eta: 2 days, 4:46:52, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4535, top5_acc: 0.6953, loss_cls: 2.4048, loss: 2.4048, grad_norm: 2.8459 2021-07-12 11:22:40,933 - mmaction - INFO - Epoch [140][1520/1879] lr: 4.327e-02, eta: 2 days, 4:46:15, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4582, top5_acc: 0.6984, loss_cls: 2.4210, loss: 2.4210, grad_norm: 2.8586 2021-07-12 11:22:58,063 - mmaction - INFO - Epoch [140][1540/1879] lr: 4.327e-02, eta: 2 days, 4:45:52, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.4363, top5_acc: 0.6836, loss_cls: 2.4878, loss: 2.4878, grad_norm: 2.9506 2021-07-12 11:23:15,041 - mmaction - INFO - Epoch [140][1560/1879] lr: 4.327e-02, eta: 2 days, 4:45:21, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7027, loss_cls: 2.4097, loss: 2.4097, grad_norm: 2.8869 2021-07-12 11:23:31,759 - mmaction - INFO - Epoch [140][1580/1879] lr: 4.327e-02, eta: 2 days, 4:44:43, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.4625, top5_acc: 0.7078, loss_cls: 2.3553, loss: 2.3553, grad_norm: 2.8073 2021-07-12 11:23:48,666 - mmaction - INFO - Epoch [140][1600/1879] lr: 4.327e-02, eta: 2 days, 4:44:10, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4652, top5_acc: 0.6969, loss_cls: 2.3793, loss: 2.3793, grad_norm: 2.8661 2021-07-12 11:24:05,828 - mmaction - INFO - Epoch [140][1620/1879] lr: 4.327e-02, eta: 2 days, 4:43:46, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.4523, top5_acc: 0.7098, loss_cls: 2.4018, loss: 2.4018, grad_norm: 2.8712 2021-07-12 11:24:22,684 - mmaction - INFO - Epoch [140][1640/1879] lr: 4.327e-02, eta: 2 days, 4:43:13, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4625, top5_acc: 0.6855, loss_cls: 2.4317, loss: 2.4317, grad_norm: 2.8753 2021-07-12 11:24:39,416 - mmaction - INFO - Epoch [140][1660/1879] lr: 4.327e-02, eta: 2 days, 4:42:36, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.4449, top5_acc: 0.6945, loss_cls: 2.4265, loss: 2.4265, grad_norm: 2.8858 2021-07-12 11:24:56,078 - mmaction - INFO - Epoch [140][1680/1879] lr: 4.327e-02, eta: 2 days, 4:41:56, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.4555, top5_acc: 0.7000, loss_cls: 2.4268, loss: 2.4268, grad_norm: 2.8372 2021-07-12 11:25:12,807 - mmaction - INFO - Epoch [140][1700/1879] lr: 4.327e-02, eta: 2 days, 4:41:19, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.4586, top5_acc: 0.7137, loss_cls: 2.3779, loss: 2.3779, grad_norm: 2.8510 2021-07-12 11:25:29,586 - mmaction - INFO - Epoch [140][1720/1879] lr: 4.327e-02, eta: 2 days, 4:40:44, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4461, top5_acc: 0.6875, loss_cls: 2.4537, loss: 2.4537, grad_norm: 2.8702 2021-07-12 11:25:46,426 - mmaction - INFO - Epoch [140][1740/1879] lr: 4.327e-02, eta: 2 days, 4:40:10, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7082, loss_cls: 2.3656, loss: 2.3656, grad_norm: 2.8461 2021-07-12 11:26:03,403 - mmaction - INFO - Epoch [140][1760/1879] lr: 4.327e-02, eta: 2 days, 4:39:39, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.4562, top5_acc: 0.6988, loss_cls: 2.4144, loss: 2.4144, grad_norm: 2.9054 2021-07-12 11:26:20,345 - mmaction - INFO - Epoch [140][1780/1879] lr: 4.327e-02, eta: 2 days, 4:39:10, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4504, top5_acc: 0.6984, loss_cls: 2.3993, loss: 2.3993, grad_norm: 2.8676 2021-07-12 11:26:37,208 - mmaction - INFO - Epoch [140][1800/1879] lr: 4.327e-02, eta: 2 days, 4:38:36, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7090, loss_cls: 2.3344, loss: 2.3344, grad_norm: 2.7960 2021-07-12 11:26:54,150 - mmaction - INFO - Epoch [140][1820/1879] lr: 4.327e-02, eta: 2 days, 4:38:06, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4477, top5_acc: 0.6941, loss_cls: 2.4285, loss: 2.4285, grad_norm: 2.8450 2021-07-12 11:27:11,246 - mmaction - INFO - Epoch [140][1840/1879] lr: 4.327e-02, eta: 2 days, 4:37:41, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.4660, top5_acc: 0.7109, loss_cls: 2.3284, loss: 2.3284, grad_norm: 2.8267 2021-07-12 11:27:28,173 - mmaction - INFO - Epoch [140][1860/1879] lr: 4.327e-02, eta: 2 days, 4:37:10, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7109, loss_cls: 2.3049, loss: 2.3049, grad_norm: 2.8189 2021-07-12 11:30:39,219 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-12 11:30:40,003 - mmaction - INFO - top1_acc 0.5238 top5_acc 0.7748 2021-07-12 11:30:40,003 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-12 11:30:40,034 - mmaction - INFO - mean_acc 0.5238 2021-07-12 11:30:41,532 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_140.pth. 2021-07-12 11:30:41,532 - mmaction - INFO - Best top1_acc is 0.5238 at 140 epoch. 2021-07-12 11:30:41,541 - mmaction - INFO - Saving checkpoint at 140 epochs 2021-07-12 11:30:42,186 - mmaction - INFO - Epoch(val) [140][155] top1_acc: 0.5238, top5_acc: 0.7748, mean_class_accuracy: 0.5238 2021-07-12 11:31:36,020 - mmaction - INFO - Epoch [141][20/1879] lr: 4.266e-02, eta: 2 days, 4:46:13, time: 2.691, data_time: 1.640, memory: 6454, top1_acc: 0.4617, top5_acc: 0.7098, loss_cls: 2.3523, loss: 2.3523, grad_norm: 2.8492 2021-07-12 11:31:52,507 - mmaction - INFO - Epoch [141][40/1879] lr: 4.266e-02, eta: 2 days, 4:45:28, time: 0.824, data_time: 0.003, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7238, loss_cls: 2.2752, loss: 2.2752, grad_norm: 2.7470 2021-07-12 11:32:09,089 - mmaction - INFO - Epoch [141][60/1879] lr: 4.266e-02, eta: 2 days, 4:44:46, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.4602, top5_acc: 0.6918, loss_cls: 2.3886, loss: 2.3886, grad_norm: 2.8437 2021-07-12 11:32:26,020 - mmaction - INFO - Epoch [141][80/1879] lr: 4.266e-02, eta: 2 days, 4:44:14, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.4547, top5_acc: 0.7059, loss_cls: 2.3738, loss: 2.3738, grad_norm: 2.8702 2021-07-12 11:32:43,029 - mmaction - INFO - Epoch [141][100/1879] lr: 4.266e-02, eta: 2 days, 4:43:45, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7027, loss_cls: 2.3761, loss: 2.3761, grad_norm: 2.8549 2021-07-12 11:32:59,581 - mmaction - INFO - Epoch [141][120/1879] lr: 4.266e-02, eta: 2 days, 4:43:03, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7184, loss_cls: 2.2898, loss: 2.2898, grad_norm: 2.8001 2021-07-12 11:33:16,260 - mmaction - INFO - Epoch [141][140/1879] lr: 4.266e-02, eta: 2 days, 4:42:23, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7105, loss_cls: 2.3396, loss: 2.3396, grad_norm: 2.8020 2021-07-12 11:33:33,206 - mmaction - INFO - Epoch [141][160/1879] lr: 4.266e-02, eta: 2 days, 4:41:53, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4676, top5_acc: 0.7078, loss_cls: 2.3501, loss: 2.3501, grad_norm: 2.8256 2021-07-12 11:33:50,306 - mmaction - INFO - Epoch [141][180/1879] lr: 4.266e-02, eta: 2 days, 4:41:26, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.4645, top5_acc: 0.6977, loss_cls: 2.3562, loss: 2.3562, grad_norm: 2.8670 2021-07-12 11:34:07,068 - mmaction - INFO - Epoch [141][200/1879] lr: 4.266e-02, eta: 2 days, 4:40:51, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7207, loss_cls: 2.3055, loss: 2.3055, grad_norm: 2.8432 2021-07-12 11:34:23,501 - mmaction - INFO - Epoch [141][220/1879] lr: 4.266e-02, eta: 2 days, 4:40:06, time: 0.822, data_time: 0.001, memory: 6454, top1_acc: 0.4680, top5_acc: 0.6937, loss_cls: 2.4137, loss: 2.4137, grad_norm: 2.8649 2021-07-12 11:34:40,167 - mmaction - INFO - Epoch [141][240/1879] lr: 4.266e-02, eta: 2 days, 4:39:25, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7117, loss_cls: 2.3649, loss: 2.3649, grad_norm: 2.8774 2021-07-12 11:34:56,530 - mmaction - INFO - Epoch [141][260/1879] lr: 4.266e-02, eta: 2 days, 4:38:39, time: 0.820, data_time: 0.004, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7105, loss_cls: 2.3278, loss: 2.3278, grad_norm: 2.8166 2021-07-12 11:35:13,473 - mmaction - INFO - Epoch [141][280/1879] lr: 4.266e-02, eta: 2 days, 4:38:07, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4605, top5_acc: 0.6918, loss_cls: 2.3766, loss: 2.3766, grad_norm: 2.8172 2021-07-12 11:35:30,520 - mmaction - INFO - Epoch [141][300/1879] lr: 4.266e-02, eta: 2 days, 4:37:38, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.4633, top5_acc: 0.6926, loss_cls: 2.4163, loss: 2.4163, grad_norm: 2.8425 2021-07-12 11:35:47,510 - mmaction - INFO - Epoch [141][320/1879] lr: 4.266e-02, eta: 2 days, 4:37:13, time: 0.856, data_time: 0.010, memory: 6454, top1_acc: 0.4535, top5_acc: 0.7043, loss_cls: 2.4024, loss: 2.4024, grad_norm: 2.8601 2021-07-12 11:36:04,295 - mmaction - INFO - Epoch [141][340/1879] lr: 4.266e-02, eta: 2 days, 4:36:39, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.4645, top5_acc: 0.7059, loss_cls: 2.3855, loss: 2.3855, grad_norm: 2.8256 2021-07-12 11:36:20,855 - mmaction - INFO - Epoch [141][360/1879] lr: 4.266e-02, eta: 2 days, 4:35:57, time: 0.826, data_time: 0.003, memory: 6454, top1_acc: 0.4629, top5_acc: 0.6891, loss_cls: 2.3766, loss: 2.3766, grad_norm: 2.8269 2021-07-12 11:36:37,802 - mmaction - INFO - Epoch [141][380/1879] lr: 4.266e-02, eta: 2 days, 4:35:26, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4590, top5_acc: 0.7012, loss_cls: 2.4121, loss: 2.4121, grad_norm: 2.8222 2021-07-12 11:36:54,691 - mmaction - INFO - Epoch [141][400/1879] lr: 4.266e-02, eta: 2 days, 4:34:56, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4754, top5_acc: 0.6941, loss_cls: 2.3382, loss: 2.3382, grad_norm: 2.7510 2021-07-12 11:37:11,770 - mmaction - INFO - Epoch [141][420/1879] lr: 4.266e-02, eta: 2 days, 4:34:29, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4582, top5_acc: 0.7109, loss_cls: 2.3430, loss: 2.3430, grad_norm: 2.8563 2021-07-12 11:37:28,468 - mmaction - INFO - Epoch [141][440/1879] lr: 4.266e-02, eta: 2 days, 4:33:53, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7000, loss_cls: 2.3647, loss: 2.3647, grad_norm: 2.8712 2021-07-12 11:37:45,244 - mmaction - INFO - Epoch [141][460/1879] lr: 4.266e-02, eta: 2 days, 4:33:18, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7043, loss_cls: 2.3682, loss: 2.3682, grad_norm: 2.8623 2021-07-12 11:38:02,324 - mmaction - INFO - Epoch [141][480/1879] lr: 4.266e-02, eta: 2 days, 4:32:51, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7086, loss_cls: 2.3515, loss: 2.3515, grad_norm: 2.8985 2021-07-12 11:38:19,428 - mmaction - INFO - Epoch [141][500/1879] lr: 4.266e-02, eta: 2 days, 4:32:28, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.4461, top5_acc: 0.6914, loss_cls: 2.4049, loss: 2.4049, grad_norm: 2.9037 2021-07-12 11:38:36,456 - mmaction - INFO - Epoch [141][520/1879] lr: 4.266e-02, eta: 2 days, 4:31:59, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7039, loss_cls: 2.3597, loss: 2.3597, grad_norm: 2.8450 2021-07-12 11:38:53,313 - mmaction - INFO - Epoch [141][540/1879] lr: 4.266e-02, eta: 2 days, 4:31:29, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7160, loss_cls: 2.3123, loss: 2.3123, grad_norm: 2.7930 2021-07-12 11:39:10,071 - mmaction - INFO - Epoch [141][560/1879] lr: 4.266e-02, eta: 2 days, 4:30:54, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7234, loss_cls: 2.2691, loss: 2.2691, grad_norm: 2.8762 2021-07-12 11:39:26,613 - mmaction - INFO - Epoch [141][580/1879] lr: 4.266e-02, eta: 2 days, 4:30:13, time: 0.826, data_time: 0.001, memory: 6454, top1_acc: 0.4555, top5_acc: 0.7023, loss_cls: 2.4208, loss: 2.4208, grad_norm: 2.9576 2021-07-12 11:39:43,468 - mmaction - INFO - Epoch [141][600/1879] lr: 4.266e-02, eta: 2 days, 4:29:42, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4516, top5_acc: 0.6891, loss_cls: 2.4375, loss: 2.4375, grad_norm: 2.9055 2021-07-12 11:40:00,473 - mmaction - INFO - Epoch [141][620/1879] lr: 4.266e-02, eta: 2 days, 4:29:13, time: 0.848, data_time: 0.009, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7199, loss_cls: 2.3180, loss: 2.3180, grad_norm: 2.8340 2021-07-12 11:40:17,274 - mmaction - INFO - Epoch [141][640/1879] lr: 4.266e-02, eta: 2 days, 4:28:41, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4559, top5_acc: 0.7035, loss_cls: 2.3819, loss: 2.3819, grad_norm: 2.9303 2021-07-12 11:40:34,238 - mmaction - INFO - Epoch [141][660/1879] lr: 4.266e-02, eta: 2 days, 4:28:12, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4672, top5_acc: 0.7172, loss_cls: 2.3414, loss: 2.3414, grad_norm: 2.8380 2021-07-12 11:40:51,104 - mmaction - INFO - Epoch [141][680/1879] lr: 4.266e-02, eta: 2 days, 4:27:40, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7039, loss_cls: 2.3440, loss: 2.3440, grad_norm: 2.8519 2021-07-12 11:41:07,797 - mmaction - INFO - Epoch [141][700/1879] lr: 4.266e-02, eta: 2 days, 4:27:06, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7137, loss_cls: 2.3064, loss: 2.3064, grad_norm: 2.8168 2021-07-12 11:41:24,334 - mmaction - INFO - Epoch [141][720/1879] lr: 4.266e-02, eta: 2 days, 4:26:24, time: 0.824, data_time: 0.004, memory: 6454, top1_acc: 0.4582, top5_acc: 0.7012, loss_cls: 2.3824, loss: 2.3824, grad_norm: 2.9041 2021-07-12 11:41:41,012 - mmaction - INFO - Epoch [141][740/1879] lr: 4.266e-02, eta: 2 days, 4:25:49, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.4457, top5_acc: 0.6859, loss_cls: 2.4514, loss: 2.4514, grad_norm: 2.8559 2021-07-12 11:41:57,812 - mmaction - INFO - Epoch [141][760/1879] lr: 4.266e-02, eta: 2 days, 4:25:18, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7125, loss_cls: 2.3311, loss: 2.3311, grad_norm: 2.7801 2021-07-12 11:42:14,292 - mmaction - INFO - Epoch [141][780/1879] lr: 4.266e-02, eta: 2 days, 4:24:35, time: 0.821, data_time: 0.001, memory: 6454, top1_acc: 0.4602, top5_acc: 0.7004, loss_cls: 2.3916, loss: 2.3916, grad_norm: 2.8419 2021-07-12 11:42:30,946 - mmaction - INFO - Epoch [141][800/1879] lr: 4.266e-02, eta: 2 days, 4:24:01, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.4578, top5_acc: 0.7016, loss_cls: 2.4098, loss: 2.4098, grad_norm: 2.8565 2021-07-12 11:42:48,051 - mmaction - INFO - Epoch [141][820/1879] lr: 4.266e-02, eta: 2 days, 4:23:35, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4602, top5_acc: 0.7008, loss_cls: 2.3653, loss: 2.3653, grad_norm: 2.8090 2021-07-12 11:43:04,977 - mmaction - INFO - Epoch [141][840/1879] lr: 4.266e-02, eta: 2 days, 4:23:07, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7152, loss_cls: 2.3395, loss: 2.3395, grad_norm: 2.8374 2021-07-12 11:43:21,937 - mmaction - INFO - Epoch [141][860/1879] lr: 4.266e-02, eta: 2 days, 4:22:38, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4484, top5_acc: 0.6949, loss_cls: 2.4128, loss: 2.4128, grad_norm: 2.9180 2021-07-12 11:43:38,646 - mmaction - INFO - Epoch [141][880/1879] lr: 4.266e-02, eta: 2 days, 4:22:05, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7133, loss_cls: 2.3083, loss: 2.3083, grad_norm: 2.8444 2021-07-12 11:43:55,107 - mmaction - INFO - Epoch [141][900/1879] lr: 4.266e-02, eta: 2 days, 4:21:24, time: 0.823, data_time: 0.003, memory: 6454, top1_acc: 0.4602, top5_acc: 0.7105, loss_cls: 2.3699, loss: 2.3699, grad_norm: 2.8083 2021-07-12 11:44:11,877 - mmaction - INFO - Epoch [141][920/1879] lr: 4.266e-02, eta: 2 days, 4:20:51, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7016, loss_cls: 2.3915, loss: 2.3915, grad_norm: 2.7839 2021-07-12 11:44:28,855 - mmaction - INFO - Epoch [141][940/1879] lr: 4.266e-02, eta: 2 days, 4:20:24, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4543, top5_acc: 0.7035, loss_cls: 2.3828, loss: 2.3828, grad_norm: 2.8525 2021-07-12 11:44:46,128 - mmaction - INFO - Epoch [141][960/1879] lr: 4.266e-02, eta: 2 days, 4:20:03, time: 0.862, data_time: 0.002, memory: 6454, top1_acc: 0.4566, top5_acc: 0.6863, loss_cls: 2.4252, loss: 2.4252, grad_norm: 2.8623 2021-07-12 11:45:03,033 - mmaction - INFO - Epoch [141][980/1879] lr: 4.266e-02, eta: 2 days, 4:19:35, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4582, top5_acc: 0.7105, loss_cls: 2.3574, loss: 2.3574, grad_norm: 2.8807 2021-07-12 11:45:20,127 - mmaction - INFO - Epoch [141][1000/1879] lr: 4.266e-02, eta: 2 days, 4:19:11, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.4660, top5_acc: 0.6930, loss_cls: 2.4100, loss: 2.4100, grad_norm: 2.8679 2021-07-12 11:45:36,755 - mmaction - INFO - Epoch [141][1020/1879] lr: 4.266e-02, eta: 2 days, 4:18:34, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7035, loss_cls: 2.3548, loss: 2.3548, grad_norm: 2.9510 2021-07-12 11:45:53,534 - mmaction - INFO - Epoch [141][1040/1879] lr: 4.266e-02, eta: 2 days, 4:18:03, time: 0.840, data_time: 0.007, memory: 6454, top1_acc: 0.4582, top5_acc: 0.6988, loss_cls: 2.3803, loss: 2.3803, grad_norm: 2.8392 2021-07-12 11:46:10,564 - mmaction - INFO - Epoch [141][1060/1879] lr: 4.266e-02, eta: 2 days, 4:17:36, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7055, loss_cls: 2.3477, loss: 2.3477, grad_norm: 2.8997 2021-07-12 11:46:27,333 - mmaction - INFO - Epoch [141][1080/1879] lr: 4.266e-02, eta: 2 days, 4:17:03, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.4672, top5_acc: 0.7082, loss_cls: 2.3387, loss: 2.3387, grad_norm: 2.8652 2021-07-12 11:46:44,387 - mmaction - INFO - Epoch [141][1100/1879] lr: 4.266e-02, eta: 2 days, 4:16:39, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4508, top5_acc: 0.7004, loss_cls: 2.4045, loss: 2.4045, grad_norm: 2.8913 2021-07-12 11:47:01,504 - mmaction - INFO - Epoch [141][1120/1879] lr: 4.266e-02, eta: 2 days, 4:16:15, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7004, loss_cls: 2.3961, loss: 2.3961, grad_norm: 2.8190 2021-07-12 11:47:18,470 - mmaction - INFO - Epoch [141][1140/1879] lr: 4.266e-02, eta: 2 days, 4:15:49, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7113, loss_cls: 2.3698, loss: 2.3698, grad_norm: 2.8620 2021-07-12 11:47:35,480 - mmaction - INFO - Epoch [141][1160/1879] lr: 4.266e-02, eta: 2 days, 4:15:22, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7063, loss_cls: 2.3604, loss: 2.3604, grad_norm: 2.8613 2021-07-12 11:47:53,015 - mmaction - INFO - Epoch [141][1180/1879] lr: 4.266e-02, eta: 2 days, 4:15:10, time: 0.879, data_time: 0.003, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7180, loss_cls: 2.3060, loss: 2.3060, grad_norm: 2.8011 2021-07-12 11:48:10,376 - mmaction - INFO - Epoch [141][1200/1879] lr: 4.266e-02, eta: 2 days, 4:14:53, time: 0.868, data_time: 0.001, memory: 6454, top1_acc: 0.4535, top5_acc: 0.7023, loss_cls: 2.3924, loss: 2.3924, grad_norm: 2.7933 2021-07-12 11:48:27,907 - mmaction - INFO - Epoch [141][1220/1879] lr: 4.266e-02, eta: 2 days, 4:14:40, time: 0.875, data_time: 0.003, memory: 6454, top1_acc: 0.4645, top5_acc: 0.6914, loss_cls: 2.4133, loss: 2.4133, grad_norm: 2.8626 2021-07-12 11:48:45,292 - mmaction - INFO - Epoch [141][1240/1879] lr: 4.266e-02, eta: 2 days, 4:14:23, time: 0.868, data_time: 0.002, memory: 6454, top1_acc: 0.4512, top5_acc: 0.7059, loss_cls: 2.3963, loss: 2.3963, grad_norm: 2.8401 2021-07-12 11:49:02,834 - mmaction - INFO - Epoch [141][1260/1879] lr: 4.266e-02, eta: 2 days, 4:14:08, time: 0.874, data_time: 0.006, memory: 6454, top1_acc: 0.4625, top5_acc: 0.7086, loss_cls: 2.3765, loss: 2.3765, grad_norm: 2.8219 2021-07-12 11:49:20,309 - mmaction - INFO - Epoch [141][1280/1879] lr: 4.266e-02, eta: 2 days, 4:13:56, time: 0.878, data_time: 0.006, memory: 6454, top1_acc: 0.4535, top5_acc: 0.6980, loss_cls: 2.3871, loss: 2.3871, grad_norm: 2.8445 2021-07-12 11:49:37,690 - mmaction - INFO - Epoch [141][1300/1879] lr: 4.266e-02, eta: 2 days, 4:13:39, time: 0.867, data_time: 0.005, memory: 6454, top1_acc: 0.4566, top5_acc: 0.6902, loss_cls: 2.4168, loss: 2.4168, grad_norm: 2.8665 2021-07-12 11:49:54,259 - mmaction - INFO - Epoch [141][1320/1879] lr: 4.266e-02, eta: 2 days, 4:13:03, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7031, loss_cls: 2.3603, loss: 2.3603, grad_norm: 2.8514 2021-07-12 11:50:11,213 - mmaction - INFO - Epoch [141][1340/1879] lr: 4.266e-02, eta: 2 days, 4:12:35, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7074, loss_cls: 2.3213, loss: 2.3213, grad_norm: 2.8548 2021-07-12 11:50:28,143 - mmaction - INFO - Epoch [141][1360/1879] lr: 4.266e-02, eta: 2 days, 4:12:08, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4598, top5_acc: 0.6988, loss_cls: 2.3690, loss: 2.3690, grad_norm: 2.9298 2021-07-12 11:50:44,998 - mmaction - INFO - Epoch [141][1380/1879] lr: 4.266e-02, eta: 2 days, 4:11:39, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4586, top5_acc: 0.7094, loss_cls: 2.3793, loss: 2.3793, grad_norm: 2.9219 2021-07-12 11:51:02,106 - mmaction - INFO - Epoch [141][1400/1879] lr: 4.266e-02, eta: 2 days, 4:11:14, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.4648, top5_acc: 0.6969, loss_cls: 2.4092, loss: 2.4092, grad_norm: 2.8399 2021-07-12 11:51:18,985 - mmaction - INFO - Epoch [141][1420/1879] lr: 4.266e-02, eta: 2 days, 4:10:46, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4531, top5_acc: 0.6996, loss_cls: 2.4161, loss: 2.4161, grad_norm: 2.8693 2021-07-12 11:51:36,023 - mmaction - INFO - Epoch [141][1440/1879] lr: 4.266e-02, eta: 2 days, 4:10:21, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4594, top5_acc: 0.7105, loss_cls: 2.3834, loss: 2.3834, grad_norm: 2.8529 2021-07-12 11:51:52,743 - mmaction - INFO - Epoch [141][1460/1879] lr: 4.266e-02, eta: 2 days, 4:09:49, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.4395, top5_acc: 0.6965, loss_cls: 2.4548, loss: 2.4548, grad_norm: 2.9276 2021-07-12 11:52:09,524 - mmaction - INFO - Epoch [141][1480/1879] lr: 4.266e-02, eta: 2 days, 4:09:18, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4512, top5_acc: 0.6992, loss_cls: 2.4319, loss: 2.4319, grad_norm: 2.8978 2021-07-12 11:52:26,154 - mmaction - INFO - Epoch [141][1500/1879] lr: 4.266e-02, eta: 2 days, 4:08:43, time: 0.832, data_time: 0.002, memory: 6454, top1_acc: 0.4559, top5_acc: 0.6937, loss_cls: 2.4089, loss: 2.4089, grad_norm: 2.7893 2021-07-12 11:52:42,914 - mmaction - INFO - Epoch [141][1520/1879] lr: 4.266e-02, eta: 2 days, 4:08:11, time: 0.836, data_time: 0.007, memory: 6454, top1_acc: 0.4555, top5_acc: 0.6926, loss_cls: 2.4128, loss: 2.4128, grad_norm: 2.8882 2021-07-12 11:52:59,463 - mmaction - INFO - Epoch [141][1540/1879] lr: 4.266e-02, eta: 2 days, 4:07:36, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.4621, top5_acc: 0.7203, loss_cls: 2.3418, loss: 2.3418, grad_norm: 2.8374 2021-07-12 11:53:16,610 - mmaction - INFO - Epoch [141][1560/1879] lr: 4.266e-02, eta: 2 days, 4:07:14, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.4707, top5_acc: 0.6902, loss_cls: 2.3790, loss: 2.3790, grad_norm: 2.8513 2021-07-12 11:53:33,460 - mmaction - INFO - Epoch [141][1580/1879] lr: 4.266e-02, eta: 2 days, 4:06:45, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.4559, top5_acc: 0.6973, loss_cls: 2.3985, loss: 2.3985, grad_norm: 2.8147 2021-07-12 11:53:50,735 - mmaction - INFO - Epoch [141][1600/1879] lr: 4.266e-02, eta: 2 days, 4:06:25, time: 0.862, data_time: 0.003, memory: 6454, top1_acc: 0.4602, top5_acc: 0.7102, loss_cls: 2.3761, loss: 2.3761, grad_norm: 2.8868 2021-07-12 11:54:07,503 - mmaction - INFO - Epoch [141][1620/1879] lr: 4.266e-02, eta: 2 days, 4:05:55, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.4590, top5_acc: 0.6965, loss_cls: 2.3754, loss: 2.3754, grad_norm: 2.9160 2021-07-12 11:54:24,134 - mmaction - INFO - Epoch [141][1640/1879] lr: 4.266e-02, eta: 2 days, 4:05:21, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3873, loss: 2.3873, grad_norm: 2.8986 2021-07-12 11:54:41,176 - mmaction - INFO - Epoch [141][1660/1879] lr: 4.266e-02, eta: 2 days, 4:04:57, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7063, loss_cls: 2.3610, loss: 2.3610, grad_norm: 2.8951 2021-07-12 11:54:58,247 - mmaction - INFO - Epoch [141][1680/1879] lr: 4.266e-02, eta: 2 days, 4:04:33, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7133, loss_cls: 2.3431, loss: 2.3431, grad_norm: 2.8451 2021-07-12 11:55:15,304 - mmaction - INFO - Epoch [141][1700/1879] lr: 4.266e-02, eta: 2 days, 4:04:09, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4598, top5_acc: 0.7000, loss_cls: 2.4032, loss: 2.4032, grad_norm: 2.8286 2021-07-12 11:55:32,597 - mmaction - INFO - Epoch [141][1720/1879] lr: 4.266e-02, eta: 2 days, 4:03:50, time: 0.863, data_time: 0.001, memory: 6454, top1_acc: 0.4527, top5_acc: 0.7082, loss_cls: 2.3853, loss: 2.3853, grad_norm: 2.8737 2021-07-12 11:55:49,556 - mmaction - INFO - Epoch [141][1740/1879] lr: 4.266e-02, eta: 2 days, 4:03:24, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4664, top5_acc: 0.6926, loss_cls: 2.3686, loss: 2.3686, grad_norm: 2.8158 2021-07-12 11:56:06,535 - mmaction - INFO - Epoch [141][1760/1879] lr: 4.266e-02, eta: 2 days, 4:02:58, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4617, top5_acc: 0.6937, loss_cls: 2.3971, loss: 2.3971, grad_norm: 2.8911 2021-07-12 11:56:23,697 - mmaction - INFO - Epoch [141][1780/1879] lr: 4.266e-02, eta: 2 days, 4:02:38, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.4523, top5_acc: 0.6969, loss_cls: 2.4088, loss: 2.4088, grad_norm: 2.8561 2021-07-12 11:56:40,313 - mmaction - INFO - Epoch [141][1800/1879] lr: 4.266e-02, eta: 2 days, 4:02:04, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.4484, top5_acc: 0.7063, loss_cls: 2.3907, loss: 2.3907, grad_norm: 2.8546 2021-07-12 11:56:57,500 - mmaction - INFO - Epoch [141][1820/1879] lr: 4.266e-02, eta: 2 days, 4:01:42, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7094, loss_cls: 2.3492, loss: 2.3492, grad_norm: 2.8063 2021-07-12 11:57:14,309 - mmaction - INFO - Epoch [141][1840/1879] lr: 4.266e-02, eta: 2 days, 4:01:13, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4492, top5_acc: 0.6992, loss_cls: 2.3931, loss: 2.3931, grad_norm: 2.8315 2021-07-12 11:57:31,072 - mmaction - INFO - Epoch [141][1860/1879] lr: 4.266e-02, eta: 2 days, 4:00:43, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4570, top5_acc: 0.6965, loss_cls: 2.4052, loss: 2.4052, grad_norm: 2.8439 2021-07-12 11:58:45,038 - mmaction - INFO - Epoch [142][20/1879] lr: 4.206e-02, eta: 2 days, 4:09:02, time: 2.850, data_time: 1.829, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7121, loss_cls: 2.3396, loss: 2.3396, grad_norm: 2.7823 2021-07-12 11:59:01,731 - mmaction - INFO - Epoch [142][40/1879] lr: 4.206e-02, eta: 2 days, 4:08:30, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.4750, top5_acc: 0.7078, loss_cls: 2.3229, loss: 2.3229, grad_norm: 2.8424 2021-07-12 11:59:18,628 - mmaction - INFO - Epoch [142][60/1879] lr: 4.206e-02, eta: 2 days, 4:08:01, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4586, top5_acc: 0.7059, loss_cls: 2.3578, loss: 2.3578, grad_norm: 2.9135 2021-07-12 11:59:35,337 - mmaction - INFO - Epoch [142][80/1879] lr: 4.206e-02, eta: 2 days, 4:07:29, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4605, top5_acc: 0.6992, loss_cls: 2.4045, loss: 2.4045, grad_norm: 2.8481 2021-07-12 11:59:51,999 - mmaction - INFO - Epoch [142][100/1879] lr: 4.206e-02, eta: 2 days, 4:06:55, time: 0.833, data_time: 0.006, memory: 6454, top1_acc: 0.4570, top5_acc: 0.7016, loss_cls: 2.3842, loss: 2.3842, grad_norm: 2.8078 2021-07-12 12:00:16,948 - mmaction - INFO - Epoch [142][120/1879] lr: 4.206e-02, eta: 2 days, 4:09:23, time: 1.233, data_time: 0.002, memory: 6454, top1_acc: 0.4730, top5_acc: 0.6918, loss_cls: 2.4074, loss: 2.4074, grad_norm: 2.8425 2021-07-12 12:00:33,948 - mmaction - INFO - Epoch [142][140/1879] lr: 4.206e-02, eta: 2 days, 4:08:57, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4508, top5_acc: 0.6973, loss_cls: 2.4112, loss: 2.4112, grad_norm: 2.8491 2021-07-12 12:00:50,687 - mmaction - INFO - Epoch [142][160/1879] lr: 4.206e-02, eta: 2 days, 4:08:24, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.4625, top5_acc: 0.7043, loss_cls: 2.3737, loss: 2.3737, grad_norm: 2.8656 2021-07-12 12:01:07,426 - mmaction - INFO - Epoch [142][180/1879] lr: 4.206e-02, eta: 2 days, 4:07:52, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4598, top5_acc: 0.6941, loss_cls: 2.3543, loss: 2.3543, grad_norm: 2.8054 2021-07-12 12:01:24,508 - mmaction - INFO - Epoch [142][200/1879] lr: 4.206e-02, eta: 2 days, 4:07:28, time: 0.854, data_time: 0.017, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7074, loss_cls: 2.3358, loss: 2.3358, grad_norm: 2.8378 2021-07-12 12:01:41,382 - mmaction - INFO - Epoch [142][220/1879] lr: 4.206e-02, eta: 2 days, 4:07:00, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7125, loss_cls: 2.3126, loss: 2.3126, grad_norm: 2.8500 2021-07-12 12:01:58,400 - mmaction - INFO - Epoch [142][240/1879] lr: 4.206e-02, eta: 2 days, 4:06:33, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4645, top5_acc: 0.6980, loss_cls: 2.3601, loss: 2.3601, grad_norm: 2.9234 2021-07-12 12:02:15,384 - mmaction - INFO - Epoch [142][260/1879] lr: 4.206e-02, eta: 2 days, 4:06:08, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.4676, top5_acc: 0.7082, loss_cls: 2.3403, loss: 2.3403, grad_norm: 2.8843 2021-07-12 12:02:32,359 - mmaction - INFO - Epoch [142][280/1879] lr: 4.206e-02, eta: 2 days, 4:05:40, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7008, loss_cls: 2.3579, loss: 2.3579, grad_norm: 2.8571 2021-07-12 12:02:48,995 - mmaction - INFO - Epoch [142][300/1879] lr: 4.206e-02, eta: 2 days, 4:05:06, time: 0.831, data_time: 0.007, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7129, loss_cls: 2.3705, loss: 2.3705, grad_norm: 2.7718 2021-07-12 12:03:06,059 - mmaction - INFO - Epoch [142][320/1879] lr: 4.206e-02, eta: 2 days, 4:04:43, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7090, loss_cls: 2.3228, loss: 2.3228, grad_norm: 2.8569 2021-07-12 12:03:22,799 - mmaction - INFO - Epoch [142][340/1879] lr: 4.206e-02, eta: 2 days, 4:04:12, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.4402, top5_acc: 0.6926, loss_cls: 2.4316, loss: 2.4316, grad_norm: 2.9593 2021-07-12 12:03:39,637 - mmaction - INFO - Epoch [142][360/1879] lr: 4.206e-02, eta: 2 days, 4:03:42, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7051, loss_cls: 2.3496, loss: 2.3496, grad_norm: 2.8257 2021-07-12 12:03:56,293 - mmaction - INFO - Epoch [142][380/1879] lr: 4.206e-02, eta: 2 days, 4:03:09, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7172, loss_cls: 2.3162, loss: 2.3162, grad_norm: 2.7830 2021-07-12 12:04:13,165 - mmaction - INFO - Epoch [142][400/1879] lr: 4.206e-02, eta: 2 days, 4:02:40, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4539, top5_acc: 0.6953, loss_cls: 2.4239, loss: 2.4239, grad_norm: 2.9528 2021-07-12 12:04:29,895 - mmaction - INFO - Epoch [142][420/1879] lr: 4.206e-02, eta: 2 days, 4:02:09, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.4645, top5_acc: 0.7086, loss_cls: 2.3561, loss: 2.3561, grad_norm: 2.8971 2021-07-12 12:04:46,889 - mmaction - INFO - Epoch [142][440/1879] lr: 4.206e-02, eta: 2 days, 4:01:44, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7078, loss_cls: 2.3441, loss: 2.3441, grad_norm: 2.8356 2021-07-12 12:05:03,897 - mmaction - INFO - Epoch [142][460/1879] lr: 4.206e-02, eta: 2 days, 4:01:17, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4625, top5_acc: 0.7070, loss_cls: 2.3624, loss: 2.3624, grad_norm: 2.8417 2021-07-12 12:05:21,126 - mmaction - INFO - Epoch [142][480/1879] lr: 4.206e-02, eta: 2 days, 4:00:58, time: 0.864, data_time: 0.004, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7168, loss_cls: 2.3270, loss: 2.3270, grad_norm: 2.8617 2021-07-12 12:05:38,206 - mmaction - INFO - Epoch [142][500/1879] lr: 4.206e-02, eta: 2 days, 4:00:34, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7215, loss_cls: 2.2828, loss: 2.2828, grad_norm: 2.8868 2021-07-12 12:05:55,057 - mmaction - INFO - Epoch [142][520/1879] lr: 4.206e-02, eta: 2 days, 4:00:05, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7082, loss_cls: 2.3619, loss: 2.3619, grad_norm: 2.8839 2021-07-12 12:06:11,935 - mmaction - INFO - Epoch [142][540/1879] lr: 4.206e-02, eta: 2 days, 3:59:37, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7094, loss_cls: 2.3166, loss: 2.3166, grad_norm: 2.8524 2021-07-12 12:06:28,885 - mmaction - INFO - Epoch [142][560/1879] lr: 4.206e-02, eta: 2 days, 3:59:11, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7012, loss_cls: 2.3670, loss: 2.3670, grad_norm: 2.9158 2021-07-12 12:06:45,535 - mmaction - INFO - Epoch [142][580/1879] lr: 4.206e-02, eta: 2 days, 3:58:37, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7008, loss_cls: 2.3464, loss: 2.3464, grad_norm: 2.8246 2021-07-12 12:07:02,304 - mmaction - INFO - Epoch [142][600/1879] lr: 4.206e-02, eta: 2 days, 3:58:07, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4539, top5_acc: 0.6957, loss_cls: 2.3828, loss: 2.3828, grad_norm: 2.7868 2021-07-12 12:07:19,295 - mmaction - INFO - Epoch [142][620/1879] lr: 4.206e-02, eta: 2 days, 3:57:42, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7047, loss_cls: 2.3732, loss: 2.3732, grad_norm: 2.8736 2021-07-12 12:07:36,032 - mmaction - INFO - Epoch [142][640/1879] lr: 4.206e-02, eta: 2 days, 3:57:11, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.4539, top5_acc: 0.6922, loss_cls: 2.3997, loss: 2.3997, grad_norm: 2.8786 2021-07-12 12:07:53,107 - mmaction - INFO - Epoch [142][660/1879] lr: 4.206e-02, eta: 2 days, 3:56:48, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7199, loss_cls: 2.3320, loss: 2.3320, grad_norm: 2.8464 2021-07-12 12:08:10,021 - mmaction - INFO - Epoch [142][680/1879] lr: 4.206e-02, eta: 2 days, 3:56:21, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.4500, top5_acc: 0.6969, loss_cls: 2.4382, loss: 2.4382, grad_norm: 2.8489 2021-07-12 12:08:26,608 - mmaction - INFO - Epoch [142][700/1879] lr: 4.206e-02, eta: 2 days, 3:55:47, time: 0.828, data_time: 0.005, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7020, loss_cls: 2.3285, loss: 2.3285, grad_norm: 2.8366 2021-07-12 12:08:43,274 - mmaction - INFO - Epoch [142][720/1879] lr: 4.206e-02, eta: 2 days, 3:55:15, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4520, top5_acc: 0.6855, loss_cls: 2.4148, loss: 2.4148, grad_norm: 2.9401 2021-07-12 12:09:00,475 - mmaction - INFO - Epoch [142][740/1879] lr: 4.206e-02, eta: 2 days, 3:54:55, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.4621, top5_acc: 0.6879, loss_cls: 2.4419, loss: 2.4419, grad_norm: 2.8766 2021-07-12 12:09:17,332 - mmaction - INFO - Epoch [142][760/1879] lr: 4.206e-02, eta: 2 days, 3:54:26, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7141, loss_cls: 2.3342, loss: 2.3342, grad_norm: 2.8231 2021-07-12 12:09:34,163 - mmaction - INFO - Epoch [142][780/1879] lr: 4.206e-02, eta: 2 days, 3:53:58, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4660, top5_acc: 0.7121, loss_cls: 2.3506, loss: 2.3506, grad_norm: 2.9101 2021-07-12 12:09:50,869 - mmaction - INFO - Epoch [142][800/1879] lr: 4.206e-02, eta: 2 days, 3:53:26, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.4559, top5_acc: 0.7031, loss_cls: 2.3980, loss: 2.3980, grad_norm: 2.8806 2021-07-12 12:10:07,818 - mmaction - INFO - Epoch [142][820/1879] lr: 4.206e-02, eta: 2 days, 3:53:01, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4664, top5_acc: 0.7035, loss_cls: 2.3529, loss: 2.3529, grad_norm: 2.8017 2021-07-12 12:10:24,399 - mmaction - INFO - Epoch [142][840/1879] lr: 4.206e-02, eta: 2 days, 3:52:27, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.4363, top5_acc: 0.6844, loss_cls: 2.4804, loss: 2.4804, grad_norm: 2.8745 2021-07-12 12:10:41,351 - mmaction - INFO - Epoch [142][860/1879] lr: 4.206e-02, eta: 2 days, 3:52:02, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4750, top5_acc: 0.7121, loss_cls: 2.3406, loss: 2.3406, grad_norm: 2.8145 2021-07-12 12:10:58,418 - mmaction - INFO - Epoch [142][880/1879] lr: 4.206e-02, eta: 2 days, 3:51:37, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.4574, top5_acc: 0.6937, loss_cls: 2.4174, loss: 2.4174, grad_norm: 2.8958 2021-07-12 12:11:15,237 - mmaction - INFO - Epoch [142][900/1879] lr: 4.206e-02, eta: 2 days, 3:51:10, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.4539, top5_acc: 0.7004, loss_cls: 2.4235, loss: 2.4235, grad_norm: 2.8939 2021-07-12 12:11:31,949 - mmaction - INFO - Epoch [142][920/1879] lr: 4.206e-02, eta: 2 days, 3:50:39, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.4520, top5_acc: 0.7027, loss_cls: 2.3836, loss: 2.3836, grad_norm: 2.8481 2021-07-12 12:11:49,020 - mmaction - INFO - Epoch [142][940/1879] lr: 4.206e-02, eta: 2 days, 3:50:16, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4598, top5_acc: 0.7051, loss_cls: 2.4215, loss: 2.4215, grad_norm: 2.8659 2021-07-12 12:12:06,046 - mmaction - INFO - Epoch [142][960/1879] lr: 4.206e-02, eta: 2 days, 3:49:50, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3524, loss: 2.3524, grad_norm: 2.8811 2021-07-12 12:12:22,960 - mmaction - INFO - Epoch [142][980/1879] lr: 4.206e-02, eta: 2 days, 3:49:25, time: 0.849, data_time: 0.008, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7090, loss_cls: 2.3280, loss: 2.3280, grad_norm: 2.7825 2021-07-12 12:12:39,899 - mmaction - INFO - Epoch [142][1000/1879] lr: 4.206e-02, eta: 2 days, 3:49:00, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4664, top5_acc: 0.6922, loss_cls: 2.3914, loss: 2.3914, grad_norm: 2.8310 2021-07-12 12:12:56,833 - mmaction - INFO - Epoch [142][1020/1879] lr: 4.206e-02, eta: 2 days, 3:48:33, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4527, top5_acc: 0.7016, loss_cls: 2.3995, loss: 2.3995, grad_norm: 2.8935 2021-07-12 12:13:13,745 - mmaction - INFO - Epoch [142][1040/1879] lr: 4.206e-02, eta: 2 days, 3:48:08, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7082, loss_cls: 2.3831, loss: 2.3831, grad_norm: 2.8185 2021-07-12 12:13:30,502 - mmaction - INFO - Epoch [142][1060/1879] lr: 4.206e-02, eta: 2 days, 3:47:38, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.4609, top5_acc: 0.6914, loss_cls: 2.4086, loss: 2.4086, grad_norm: 2.8700 2021-07-12 12:13:47,787 - mmaction - INFO - Epoch [142][1080/1879] lr: 4.206e-02, eta: 2 days, 3:47:18, time: 0.860, data_time: 0.001, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7223, loss_cls: 2.2998, loss: 2.2998, grad_norm: 2.8832 2021-07-12 12:14:04,550 - mmaction - INFO - Epoch [142][1100/1879] lr: 4.206e-02, eta: 2 days, 3:46:51, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.4590, top5_acc: 0.6977, loss_cls: 2.3552, loss: 2.3552, grad_norm: 2.8594 2021-07-12 12:14:21,168 - mmaction - INFO - Epoch [142][1120/1879] lr: 4.206e-02, eta: 2 days, 3:46:18, time: 0.831, data_time: 0.001, memory: 6454, top1_acc: 0.4508, top5_acc: 0.6957, loss_cls: 2.4308, loss: 2.4308, grad_norm: 2.8972 2021-07-12 12:14:38,286 - mmaction - INFO - Epoch [142][1140/1879] lr: 4.206e-02, eta: 2 days, 3:45:55, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4617, top5_acc: 0.7070, loss_cls: 2.3898, loss: 2.3898, grad_norm: 2.9239 2021-07-12 12:14:55,420 - mmaction - INFO - Epoch [142][1160/1879] lr: 4.206e-02, eta: 2 days, 3:45:34, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.4629, top5_acc: 0.6965, loss_cls: 2.4375, loss: 2.4375, grad_norm: 2.8430 2021-07-12 12:15:12,159 - mmaction - INFO - Epoch [142][1180/1879] lr: 4.206e-02, eta: 2 days, 3:45:04, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4523, top5_acc: 0.6926, loss_cls: 2.4020, loss: 2.4020, grad_norm: 2.8001 2021-07-12 12:15:29,159 - mmaction - INFO - Epoch [142][1200/1879] lr: 4.206e-02, eta: 2 days, 3:44:41, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7051, loss_cls: 2.3566, loss: 2.3566, grad_norm: 2.9159 2021-07-12 12:15:45,704 - mmaction - INFO - Epoch [142][1220/1879] lr: 4.206e-02, eta: 2 days, 3:44:08, time: 0.827, data_time: 0.004, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7035, loss_cls: 2.4013, loss: 2.4013, grad_norm: 2.9137 2021-07-12 12:16:02,729 - mmaction - INFO - Epoch [142][1240/1879] lr: 4.206e-02, eta: 2 days, 3:43:44, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.4598, top5_acc: 0.6906, loss_cls: 2.4208, loss: 2.4208, grad_norm: 2.8720 2021-07-12 12:16:19,760 - mmaction - INFO - Epoch [142][1260/1879] lr: 4.206e-02, eta: 2 days, 3:43:20, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4594, top5_acc: 0.6852, loss_cls: 2.4491, loss: 2.4491, grad_norm: 2.7888 2021-07-12 12:16:36,876 - mmaction - INFO - Epoch [142][1280/1879] lr: 4.206e-02, eta: 2 days, 3:42:59, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.4598, top5_acc: 0.7020, loss_cls: 2.4183, loss: 2.4183, grad_norm: 2.8436 2021-07-12 12:16:53,542 - mmaction - INFO - Epoch [142][1300/1879] lr: 4.206e-02, eta: 2 days, 3:42:28, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7258, loss_cls: 2.2946, loss: 2.2946, grad_norm: 2.8367 2021-07-12 12:17:10,493 - mmaction - INFO - Epoch [142][1320/1879] lr: 4.206e-02, eta: 2 days, 3:42:03, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7063, loss_cls: 2.3639, loss: 2.3639, grad_norm: 2.8210 2021-07-12 12:17:27,313 - mmaction - INFO - Epoch [142][1340/1879] lr: 4.206e-02, eta: 2 days, 3:41:35, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4559, top5_acc: 0.7063, loss_cls: 2.3740, loss: 2.3740, grad_norm: 2.8444 2021-07-12 12:17:44,037 - mmaction - INFO - Epoch [142][1360/1879] lr: 4.206e-02, eta: 2 days, 3:41:06, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7082, loss_cls: 2.2775, loss: 2.2775, grad_norm: 2.8442 2021-07-12 12:18:00,697 - mmaction - INFO - Epoch [142][1380/1879] lr: 4.206e-02, eta: 2 days, 3:40:35, time: 0.831, data_time: 0.001, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7211, loss_cls: 2.3102, loss: 2.3102, grad_norm: 2.8594 2021-07-12 12:18:17,701 - mmaction - INFO - Epoch [142][1400/1879] lr: 4.206e-02, eta: 2 days, 3:40:12, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4566, top5_acc: 0.7008, loss_cls: 2.3925, loss: 2.3925, grad_norm: 2.9334 2021-07-12 12:18:34,744 - mmaction - INFO - Epoch [142][1420/1879] lr: 4.206e-02, eta: 2 days, 3:39:48, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.4512, top5_acc: 0.7020, loss_cls: 2.3856, loss: 2.3856, grad_norm: 2.8866 2021-07-12 12:18:51,796 - mmaction - INFO - Epoch [142][1440/1879] lr: 4.206e-02, eta: 2 days, 3:39:26, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4648, top5_acc: 0.7055, loss_cls: 2.3735, loss: 2.3735, grad_norm: 2.8033 2021-07-12 12:19:08,713 - mmaction - INFO - Epoch [142][1460/1879] lr: 4.206e-02, eta: 2 days, 3:38:59, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.4664, top5_acc: 0.7078, loss_cls: 2.3715, loss: 2.3715, grad_norm: 2.9418 2021-07-12 12:19:25,452 - mmaction - INFO - Epoch [142][1480/1879] lr: 4.206e-02, eta: 2 days, 3:38:31, time: 0.839, data_time: 0.009, memory: 6454, top1_acc: 0.4648, top5_acc: 0.7137, loss_cls: 2.3582, loss: 2.3582, grad_norm: 2.8904 2021-07-12 12:19:42,139 - mmaction - INFO - Epoch [142][1500/1879] lr: 4.206e-02, eta: 2 days, 3:38:02, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4484, top5_acc: 0.6980, loss_cls: 2.4172, loss: 2.4172, grad_norm: 2.9108 2021-07-12 12:19:58,937 - mmaction - INFO - Epoch [142][1520/1879] lr: 4.206e-02, eta: 2 days, 3:37:34, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.4719, top5_acc: 0.6992, loss_cls: 2.3971, loss: 2.3971, grad_norm: 2.8655 2021-07-12 12:20:15,710 - mmaction - INFO - Epoch [142][1540/1879] lr: 4.206e-02, eta: 2 days, 3:37:05, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.4605, top5_acc: 0.7129, loss_cls: 2.3112, loss: 2.3112, grad_norm: 2.9184 2021-07-12 12:20:33,042 - mmaction - INFO - Epoch [142][1560/1879] lr: 4.206e-02, eta: 2 days, 3:36:48, time: 0.866, data_time: 0.004, memory: 6454, top1_acc: 0.4637, top5_acc: 0.6875, loss_cls: 2.4020, loss: 2.4020, grad_norm: 2.8619 2021-07-12 12:20:49,710 - mmaction - INFO - Epoch [142][1580/1879] lr: 4.206e-02, eta: 2 days, 3:36:18, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7078, loss_cls: 2.3705, loss: 2.3705, grad_norm: 2.8446 2021-07-12 12:21:06,680 - mmaction - INFO - Epoch [142][1600/1879] lr: 4.206e-02, eta: 2 days, 3:35:54, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4480, top5_acc: 0.6996, loss_cls: 2.4427, loss: 2.4427, grad_norm: 2.8581 2021-07-12 12:21:23,494 - mmaction - INFO - Epoch [142][1620/1879] lr: 4.206e-02, eta: 2 days, 3:35:27, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7113, loss_cls: 2.3686, loss: 2.3686, grad_norm: 2.8476 2021-07-12 12:21:40,132 - mmaction - INFO - Epoch [142][1640/1879] lr: 4.206e-02, eta: 2 days, 3:34:55, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.4738, top5_acc: 0.6953, loss_cls: 2.3876, loss: 2.3876, grad_norm: 2.8992 2021-07-12 12:21:56,883 - mmaction - INFO - Epoch [142][1660/1879] lr: 4.206e-02, eta: 2 days, 3:34:28, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4371, top5_acc: 0.6816, loss_cls: 2.4933, loss: 2.4933, grad_norm: 2.9022 2021-07-12 12:22:14,050 - mmaction - INFO - Epoch [142][1680/1879] lr: 4.206e-02, eta: 2 days, 3:34:08, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.4676, top5_acc: 0.6926, loss_cls: 2.4143, loss: 2.4143, grad_norm: 2.8001 2021-07-12 12:22:30,826 - mmaction - INFO - Epoch [142][1700/1879] lr: 4.206e-02, eta: 2 days, 3:33:40, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.4664, top5_acc: 0.7051, loss_cls: 2.3570, loss: 2.3570, grad_norm: 2.8311 2021-07-12 12:22:47,892 - mmaction - INFO - Epoch [142][1720/1879] lr: 4.206e-02, eta: 2 days, 3:33:17, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.4645, top5_acc: 0.7047, loss_cls: 2.3558, loss: 2.3558, grad_norm: 2.8876 2021-07-12 12:23:04,643 - mmaction - INFO - Epoch [142][1740/1879] lr: 4.206e-02, eta: 2 days, 3:32:50, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7129, loss_cls: 2.3293, loss: 2.3293, grad_norm: 2.8254 2021-07-12 12:23:21,377 - mmaction - INFO - Epoch [142][1760/1879] lr: 4.206e-02, eta: 2 days, 3:32:21, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7121, loss_cls: 2.3701, loss: 2.3701, grad_norm: 2.8970 2021-07-12 12:23:37,907 - mmaction - INFO - Epoch [142][1780/1879] lr: 4.206e-02, eta: 2 days, 3:31:48, time: 0.823, data_time: 0.004, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7109, loss_cls: 2.3029, loss: 2.3029, grad_norm: 2.8511 2021-07-12 12:23:54,930 - mmaction - INFO - Epoch [142][1800/1879] lr: 4.206e-02, eta: 2 days, 3:31:26, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.4352, top5_acc: 0.6844, loss_cls: 2.5215, loss: 2.5215, grad_norm: 2.9230 2021-07-12 12:24:11,978 - mmaction - INFO - Epoch [142][1820/1879] lr: 4.206e-02, eta: 2 days, 3:31:02, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7063, loss_cls: 2.3399, loss: 2.3399, grad_norm: 2.8450 2021-07-12 12:24:28,481 - mmaction - INFO - Epoch [142][1840/1879] lr: 4.206e-02, eta: 2 days, 3:30:31, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.4566, top5_acc: 0.7027, loss_cls: 2.3699, loss: 2.3699, grad_norm: 2.8539 2021-07-12 12:24:45,471 - mmaction - INFO - Epoch [142][1860/1879] lr: 4.206e-02, eta: 2 days, 3:30:07, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4445, top5_acc: 0.6887, loss_cls: 2.4162, loss: 2.4162, grad_norm: 2.8296 2021-07-12 12:27:13,853 - mmaction - INFO - Epoch [143][20/1879] lr: 4.145e-02, eta: 2 days, 3:59:31, time: 6.428, data_time: 5.535, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7129, loss_cls: 2.3513, loss: 2.3513, grad_norm: 2.8814 2021-07-12 12:27:30,362 - mmaction - INFO - Epoch [143][40/1879] lr: 4.145e-02, eta: 2 days, 3:58:54, time: 0.824, data_time: 0.005, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7105, loss_cls: 2.3275, loss: 2.3275, grad_norm: 2.8754 2021-07-12 12:27:46,927 - mmaction - INFO - Epoch [143][60/1879] lr: 4.145e-02, eta: 2 days, 3:58:20, time: 0.830, data_time: 0.006, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7230, loss_cls: 2.2673, loss: 2.2673, grad_norm: 2.8046 2021-07-12 12:28:03,229 - mmaction - INFO - Epoch [143][80/1879] lr: 4.145e-02, eta: 2 days, 3:57:41, time: 0.815, data_time: 0.002, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7133, loss_cls: 2.3304, loss: 2.3304, grad_norm: 2.8758 2021-07-12 12:28:19,934 - mmaction - INFO - Epoch [143][100/1879] lr: 4.145e-02, eta: 2 days, 3:57:09, time: 0.835, data_time: 0.007, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7203, loss_cls: 2.2554, loss: 2.2554, grad_norm: 2.7901 2021-07-12 12:28:36,582 - mmaction - INFO - Epoch [143][120/1879] lr: 4.145e-02, eta: 2 days, 3:56:36, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4617, top5_acc: 0.7176, loss_cls: 2.3381, loss: 2.3381, grad_norm: 2.9026 2021-07-12 12:28:53,316 - mmaction - INFO - Epoch [143][140/1879] lr: 4.145e-02, eta: 2 days, 3:56:04, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7191, loss_cls: 2.2893, loss: 2.2893, grad_norm: 2.8406 2021-07-12 12:29:09,778 - mmaction - INFO - Epoch [143][160/1879] lr: 4.145e-02, eta: 2 days, 3:55:28, time: 0.824, data_time: 0.003, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7039, loss_cls: 2.3514, loss: 2.3514, grad_norm: 2.8180 2021-07-12 12:29:26,894 - mmaction - INFO - Epoch [143][180/1879] lr: 4.145e-02, eta: 2 days, 3:55:04, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.4676, top5_acc: 0.6992, loss_cls: 2.3616, loss: 2.3616, grad_norm: 2.9193 2021-07-12 12:29:43,580 - mmaction - INFO - Epoch [143][200/1879] lr: 4.145e-02, eta: 2 days, 3:54:33, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.4566, top5_acc: 0.6848, loss_cls: 2.4593, loss: 2.4593, grad_norm: 2.9325 2021-07-12 12:30:00,045 - mmaction - INFO - Epoch [143][220/1879] lr: 4.145e-02, eta: 2 days, 3:53:57, time: 0.823, data_time: 0.001, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7102, loss_cls: 2.2990, loss: 2.2990, grad_norm: 2.8487 2021-07-12 12:30:17,004 - mmaction - INFO - Epoch [143][240/1879] lr: 4.145e-02, eta: 2 days, 3:53:28, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.4578, top5_acc: 0.7020, loss_cls: 2.3711, loss: 2.3711, grad_norm: 2.8772 2021-07-12 12:30:33,700 - mmaction - INFO - Epoch [143][260/1879] lr: 4.145e-02, eta: 2 days, 3:52:58, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7027, loss_cls: 2.3559, loss: 2.3559, grad_norm: 2.7837 2021-07-12 12:30:50,370 - mmaction - INFO - Epoch [143][280/1879] lr: 4.145e-02, eta: 2 days, 3:52:25, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.4535, top5_acc: 0.6883, loss_cls: 2.4375, loss: 2.4375, grad_norm: 2.8125 2021-07-12 12:31:07,083 - mmaction - INFO - Epoch [143][300/1879] lr: 4.145e-02, eta: 2 days, 3:51:55, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7051, loss_cls: 2.3388, loss: 2.3388, grad_norm: 2.8722 2021-07-12 12:31:23,952 - mmaction - INFO - Epoch [143][320/1879] lr: 4.145e-02, eta: 2 days, 3:51:26, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7184, loss_cls: 2.2776, loss: 2.2776, grad_norm: 2.8591 2021-07-12 12:31:40,726 - mmaction - INFO - Epoch [143][340/1879] lr: 4.145e-02, eta: 2 days, 3:50:56, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7203, loss_cls: 2.2707, loss: 2.2707, grad_norm: 2.8614 2021-07-12 12:31:57,768 - mmaction - INFO - Epoch [143][360/1879] lr: 4.145e-02, eta: 2 days, 3:50:30, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.4656, top5_acc: 0.7176, loss_cls: 2.3010, loss: 2.3010, grad_norm: 2.9251 2021-07-12 12:32:14,740 - mmaction - INFO - Epoch [143][380/1879] lr: 4.145e-02, eta: 2 days, 3:50:05, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7035, loss_cls: 2.3358, loss: 2.3358, grad_norm: 2.8579 2021-07-12 12:32:31,643 - mmaction - INFO - Epoch [143][400/1879] lr: 4.145e-02, eta: 2 days, 3:49:37, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7238, loss_cls: 2.2878, loss: 2.2878, grad_norm: 2.9258 2021-07-12 12:32:48,747 - mmaction - INFO - Epoch [143][420/1879] lr: 4.145e-02, eta: 2 days, 3:49:13, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7063, loss_cls: 2.3439, loss: 2.3439, grad_norm: 2.8957 2021-07-12 12:33:05,369 - mmaction - INFO - Epoch [143][440/1879] lr: 4.145e-02, eta: 2 days, 3:48:41, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.4465, top5_acc: 0.6914, loss_cls: 2.4374, loss: 2.4374, grad_norm: 2.9110 2021-07-12 12:33:22,552 - mmaction - INFO - Epoch [143][460/1879] lr: 4.145e-02, eta: 2 days, 3:48:18, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7133, loss_cls: 2.3299, loss: 2.3299, grad_norm: 2.8430 2021-07-12 12:33:39,586 - mmaction - INFO - Epoch [143][480/1879] lr: 4.145e-02, eta: 2 days, 3:47:52, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4551, top5_acc: 0.7082, loss_cls: 2.3379, loss: 2.3379, grad_norm: 2.8646 2021-07-12 12:33:56,462 - mmaction - INFO - Epoch [143][500/1879] lr: 4.145e-02, eta: 2 days, 3:47:26, time: 0.847, data_time: 0.007, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7289, loss_cls: 2.2747, loss: 2.2747, grad_norm: 2.8440 2021-07-12 12:34:13,272 - mmaction - INFO - Epoch [143][520/1879] lr: 4.145e-02, eta: 2 days, 3:46:56, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.4613, top5_acc: 0.7074, loss_cls: 2.3653, loss: 2.3653, grad_norm: 2.8913 2021-07-12 12:34:29,935 - mmaction - INFO - Epoch [143][540/1879] lr: 4.145e-02, eta: 2 days, 3:46:24, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.4562, top5_acc: 0.7129, loss_cls: 2.3833, loss: 2.3833, grad_norm: 2.9484 2021-07-12 12:34:46,914 - mmaction - INFO - Epoch [143][560/1879] lr: 4.145e-02, eta: 2 days, 3:45:59, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7117, loss_cls: 2.3476, loss: 2.3476, grad_norm: 2.8351 2021-07-12 12:35:03,702 - mmaction - INFO - Epoch [143][580/1879] lr: 4.145e-02, eta: 2 days, 3:45:29, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.4547, top5_acc: 0.7016, loss_cls: 2.4136, loss: 2.4136, grad_norm: 2.9398 2021-07-12 12:35:20,142 - mmaction - INFO - Epoch [143][600/1879] lr: 4.145e-02, eta: 2 days, 3:44:54, time: 0.823, data_time: 0.002, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7141, loss_cls: 2.3232, loss: 2.3232, grad_norm: 2.7953 2021-07-12 12:35:37,168 - mmaction - INFO - Epoch [143][620/1879] lr: 4.145e-02, eta: 2 days, 3:44:29, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7137, loss_cls: 2.3043, loss: 2.3043, grad_norm: 2.8521 2021-07-12 12:35:54,081 - mmaction - INFO - Epoch [143][640/1879] lr: 4.145e-02, eta: 2 days, 3:44:01, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4559, top5_acc: 0.7051, loss_cls: 2.3779, loss: 2.3779, grad_norm: 2.8937 2021-07-12 12:36:11,145 - mmaction - INFO - Epoch [143][660/1879] lr: 4.145e-02, eta: 2 days, 3:43:37, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.4617, top5_acc: 0.7035, loss_cls: 2.3559, loss: 2.3559, grad_norm: 2.8777 2021-07-12 12:36:28,266 - mmaction - INFO - Epoch [143][680/1879] lr: 4.145e-02, eta: 2 days, 3:43:14, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4594, top5_acc: 0.7063, loss_cls: 2.3901, loss: 2.3901, grad_norm: 2.9218 2021-07-12 12:36:44,905 - mmaction - INFO - Epoch [143][700/1879] lr: 4.145e-02, eta: 2 days, 3:42:43, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.4551, top5_acc: 0.7086, loss_cls: 2.3461, loss: 2.3461, grad_norm: 2.8872 2021-07-12 12:37:01,895 - mmaction - INFO - Epoch [143][720/1879] lr: 4.145e-02, eta: 2 days, 3:42:18, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7105, loss_cls: 2.3176, loss: 2.3176, grad_norm: 2.8684 2021-07-12 12:37:18,860 - mmaction - INFO - Epoch [143][740/1879] lr: 4.145e-02, eta: 2 days, 3:41:52, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4598, top5_acc: 0.7016, loss_cls: 2.3598, loss: 2.3598, grad_norm: 2.8591 2021-07-12 12:39:00,704 - mmaction - INFO - Epoch [143][760/1879] lr: 4.145e-02, eta: 2 days, 4:06:31, time: 5.092, data_time: 0.007, memory: 6454, top1_acc: 0.4527, top5_acc: 0.7008, loss_cls: 2.3763, loss: 2.3763, grad_norm: 2.8806 2021-07-12 12:39:16,756 - mmaction - INFO - Epoch [143][780/1879] lr: 4.145e-02, eta: 2 days, 4:05:47, time: 0.803, data_time: 0.002, memory: 6454, top1_acc: 0.4488, top5_acc: 0.6910, loss_cls: 2.4146, loss: 2.4146, grad_norm: 2.8652 2021-07-12 12:39:33,502 - mmaction - INFO - Epoch [143][800/1879] lr: 4.145e-02, eta: 2 days, 4:05:15, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.4613, top5_acc: 0.7008, loss_cls: 2.4026, loss: 2.4026, grad_norm: 2.9028 2021-07-12 12:41:39,955 - mmaction - INFO - Epoch [143][820/1879] lr: 4.145e-02, eta: 2 days, 4:36:57, time: 6.319, data_time: 0.002, memory: 6454, top1_acc: 0.4516, top5_acc: 0.7008, loss_cls: 2.4056, loss: 2.4056, grad_norm: 2.9279 2021-07-12 12:41:56,302 - mmaction - INFO - Epoch [143][840/1879] lr: 4.145e-02, eta: 2 days, 4:36:16, time: 0.821, data_time: 0.005, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7078, loss_cls: 2.3362, loss: 2.3362, grad_norm: 2.8566 2021-07-12 12:42:12,835 - mmaction - INFO - Epoch [143][860/1879] lr: 4.145e-02, eta: 2 days, 4:35:37, time: 0.827, data_time: 0.001, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7027, loss_cls: 2.3887, loss: 2.3887, grad_norm: 2.8779 2021-07-12 12:42:29,506 - mmaction - INFO - Epoch [143][880/1879] lr: 4.145e-02, eta: 2 days, 4:34:59, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.4641, top5_acc: 0.6898, loss_cls: 2.4039, loss: 2.4039, grad_norm: 2.8634 2021-07-12 12:42:46,082 - mmaction - INFO - Epoch [143][900/1879] lr: 4.145e-02, eta: 2 days, 4:34:22, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.4566, top5_acc: 0.7047, loss_cls: 2.4164, loss: 2.4164, grad_norm: 2.9211 2021-07-12 12:43:02,634 - mmaction - INFO - Epoch [143][920/1879] lr: 4.145e-02, eta: 2 days, 4:33:43, time: 0.827, data_time: 0.004, memory: 6454, top1_acc: 0.4676, top5_acc: 0.6957, loss_cls: 2.4068, loss: 2.4068, grad_norm: 2.9165 2021-07-12 12:43:19,570 - mmaction - INFO - Epoch [143][940/1879] lr: 4.145e-02, eta: 2 days, 4:33:11, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.4660, top5_acc: 0.7008, loss_cls: 2.3570, loss: 2.3570, grad_norm: 2.8237 2021-07-12 12:43:36,476 - mmaction - INFO - Epoch [143][960/1879] lr: 4.145e-02, eta: 2 days, 4:32:38, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7160, loss_cls: 2.3085, loss: 2.3085, grad_norm: 2.8219 2021-07-12 12:43:53,254 - mmaction - INFO - Epoch [143][980/1879] lr: 4.145e-02, eta: 2 days, 4:32:04, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7281, loss_cls: 2.2354, loss: 2.2354, grad_norm: 2.8435 2021-07-12 12:44:10,167 - mmaction - INFO - Epoch [143][1000/1879] lr: 4.145e-02, eta: 2 days, 4:31:32, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4645, top5_acc: 0.7008, loss_cls: 2.3649, loss: 2.3649, grad_norm: 2.8531 2021-07-12 12:44:27,292 - mmaction - INFO - Epoch [143][1020/1879] lr: 4.145e-02, eta: 2 days, 4:31:04, time: 0.856, data_time: 0.001, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7164, loss_cls: 2.3185, loss: 2.3185, grad_norm: 2.8817 2021-07-12 12:44:44,348 - mmaction - INFO - Epoch [143][1040/1879] lr: 4.145e-02, eta: 2 days, 4:30:34, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.4750, top5_acc: 0.7063, loss_cls: 2.3459, loss: 2.3459, grad_norm: 2.8192 2021-07-12 12:45:01,255 - mmaction - INFO - Epoch [143][1060/1879] lr: 4.145e-02, eta: 2 days, 4:30:02, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.4750, top5_acc: 0.7082, loss_cls: 2.3396, loss: 2.3396, grad_norm: 2.9442 2021-07-12 12:45:18,264 - mmaction - INFO - Epoch [143][1080/1879] lr: 4.145e-02, eta: 2 days, 4:29:32, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4598, top5_acc: 0.7102, loss_cls: 2.3808, loss: 2.3808, grad_norm: 2.9172 2021-07-12 12:45:35,423 - mmaction - INFO - Epoch [143][1100/1879] lr: 4.145e-02, eta: 2 days, 4:29:04, time: 0.856, data_time: 0.001, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7133, loss_cls: 2.3143, loss: 2.3143, grad_norm: 2.8091 2021-07-12 12:45:52,326 - mmaction - INFO - Epoch [143][1120/1879] lr: 4.145e-02, eta: 2 days, 4:28:33, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4516, top5_acc: 0.7082, loss_cls: 2.4106, loss: 2.4106, grad_norm: 2.9503 2021-07-12 12:46:09,184 - mmaction - INFO - Epoch [143][1140/1879] lr: 4.145e-02, eta: 2 days, 4:28:00, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7113, loss_cls: 2.3409, loss: 2.3409, grad_norm: 2.9427 2021-07-12 12:46:25,979 - mmaction - INFO - Epoch [143][1160/1879] lr: 4.145e-02, eta: 2 days, 4:27:26, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4504, top5_acc: 0.6949, loss_cls: 2.4434, loss: 2.4434, grad_norm: 2.9827 2021-07-12 12:46:42,944 - mmaction - INFO - Epoch [143][1180/1879] lr: 4.145e-02, eta: 2 days, 4:26:55, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.4578, top5_acc: 0.7004, loss_cls: 2.4268, loss: 2.4268, grad_norm: 2.9185 2021-07-12 12:46:59,518 - mmaction - INFO - Epoch [143][1200/1879] lr: 4.145e-02, eta: 2 days, 4:26:17, time: 0.829, data_time: 0.006, memory: 6454, top1_acc: 0.4504, top5_acc: 0.6980, loss_cls: 2.4283, loss: 2.4283, grad_norm: 2.8717 2021-07-12 12:47:16,285 - mmaction - INFO - Epoch [143][1220/1879] lr: 4.145e-02, eta: 2 days, 4:25:43, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4660, top5_acc: 0.6973, loss_cls: 2.4004, loss: 2.4004, grad_norm: 2.8733 2021-07-12 12:47:33,095 - mmaction - INFO - Epoch [143][1240/1879] lr: 4.145e-02, eta: 2 days, 4:25:10, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.4676, top5_acc: 0.7223, loss_cls: 2.3202, loss: 2.3202, grad_norm: 2.8552 2021-07-12 12:47:50,051 - mmaction - INFO - Epoch [143][1260/1879] lr: 4.145e-02, eta: 2 days, 4:24:39, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7031, loss_cls: 2.3943, loss: 2.3943, grad_norm: 2.8795 2021-07-12 12:48:07,015 - mmaction - INFO - Epoch [143][1280/1879] lr: 4.145e-02, eta: 2 days, 4:24:08, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7039, loss_cls: 2.3803, loss: 2.3803, grad_norm: 2.9057 2021-07-12 12:48:24,151 - mmaction - INFO - Epoch [143][1300/1879] lr: 4.145e-02, eta: 2 days, 4:23:40, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.4543, top5_acc: 0.6977, loss_cls: 2.4180, loss: 2.4180, grad_norm: 2.8751 2021-07-12 12:48:41,221 - mmaction - INFO - Epoch [143][1320/1879] lr: 4.145e-02, eta: 2 days, 4:23:13, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.4555, top5_acc: 0.7039, loss_cls: 2.4195, loss: 2.4195, grad_norm: 2.8825 2021-07-12 12:48:58,119 - mmaction - INFO - Epoch [143][1340/1879] lr: 4.145e-02, eta: 2 days, 4:22:41, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4574, top5_acc: 0.7055, loss_cls: 2.3807, loss: 2.3807, grad_norm: 2.9001 2021-07-12 12:49:15,100 - mmaction - INFO - Epoch [143][1360/1879] lr: 4.145e-02, eta: 2 days, 4:22:10, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7094, loss_cls: 2.3363, loss: 2.3363, grad_norm: 2.8526 2021-07-12 12:49:31,772 - mmaction - INFO - Epoch [143][1380/1879] lr: 4.145e-02, eta: 2 days, 4:21:36, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7031, loss_cls: 2.3872, loss: 2.3872, grad_norm: 2.8536 2021-07-12 12:49:48,909 - mmaction - INFO - Epoch [143][1400/1879] lr: 4.145e-02, eta: 2 days, 4:21:08, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7145, loss_cls: 2.3220, loss: 2.3220, grad_norm: 2.8559 2021-07-12 12:50:05,630 - mmaction - INFO - Epoch [143][1420/1879] lr: 4.145e-02, eta: 2 days, 4:20:34, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.4672, top5_acc: 0.7090, loss_cls: 2.3570, loss: 2.3570, grad_norm: 2.7892 2021-07-12 12:50:22,245 - mmaction - INFO - Epoch [143][1440/1879] lr: 4.145e-02, eta: 2 days, 4:19:58, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.4656, top5_acc: 0.7000, loss_cls: 2.3850, loss: 2.3850, grad_norm: 2.9356 2021-07-12 12:50:39,088 - mmaction - INFO - Epoch [143][1460/1879] lr: 4.145e-02, eta: 2 days, 4:19:25, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.4617, top5_acc: 0.7039, loss_cls: 2.3703, loss: 2.3703, grad_norm: 2.8223 2021-07-12 12:50:56,029 - mmaction - INFO - Epoch [143][1480/1879] lr: 4.145e-02, eta: 2 days, 4:18:55, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7016, loss_cls: 2.3722, loss: 2.3722, grad_norm: 2.8698 2021-07-12 12:51:13,125 - mmaction - INFO - Epoch [143][1500/1879] lr: 4.145e-02, eta: 2 days, 4:18:26, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4469, top5_acc: 0.6996, loss_cls: 2.3767, loss: 2.3767, grad_norm: 2.8750 2021-07-12 12:51:29,784 - mmaction - INFO - Epoch [143][1520/1879] lr: 4.145e-02, eta: 2 days, 4:17:52, time: 0.837, data_time: 0.008, memory: 6454, top1_acc: 0.4414, top5_acc: 0.6914, loss_cls: 2.4646, loss: 2.4646, grad_norm: 2.9631 2021-07-12 12:51:46,611 - mmaction - INFO - Epoch [143][1540/1879] lr: 4.145e-02, eta: 2 days, 4:17:20, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7180, loss_cls: 2.2827, loss: 2.2827, grad_norm: 2.7852 2021-07-12 12:52:03,690 - mmaction - INFO - Epoch [143][1560/1879] lr: 4.145e-02, eta: 2 days, 4:16:51, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.4578, top5_acc: 0.7188, loss_cls: 2.3855, loss: 2.3855, grad_norm: 2.8757 2021-07-12 12:52:20,832 - mmaction - INFO - Epoch [143][1580/1879] lr: 4.145e-02, eta: 2 days, 4:16:25, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7047, loss_cls: 2.3641, loss: 2.3641, grad_norm: 2.9465 2021-07-12 12:52:37,878 - mmaction - INFO - Epoch [143][1600/1879] lr: 4.145e-02, eta: 2 days, 4:15:56, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.4500, top5_acc: 0.6867, loss_cls: 2.4491, loss: 2.4491, grad_norm: 2.9287 2021-07-12 12:52:54,639 - mmaction - INFO - Epoch [143][1620/1879] lr: 4.145e-02, eta: 2 days, 4:15:23, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7164, loss_cls: 2.3533, loss: 2.3533, grad_norm: 2.9542 2021-07-12 12:53:11,495 - mmaction - INFO - Epoch [143][1640/1879] lr: 4.145e-02, eta: 2 days, 4:14:52, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7125, loss_cls: 2.4042, loss: 2.4042, grad_norm: 2.9305 2021-07-12 12:53:28,459 - mmaction - INFO - Epoch [143][1660/1879] lr: 4.145e-02, eta: 2 days, 4:14:22, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.4461, top5_acc: 0.7004, loss_cls: 2.4042, loss: 2.4042, grad_norm: 2.8388 2021-07-12 12:53:45,219 - mmaction - INFO - Epoch [143][1680/1879] lr: 4.145e-02, eta: 2 days, 4:13:49, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.4527, top5_acc: 0.7020, loss_cls: 2.3853, loss: 2.3853, grad_norm: 2.9453 2021-07-12 12:54:01,721 - mmaction - INFO - Epoch [143][1700/1879] lr: 4.145e-02, eta: 2 days, 4:13:12, time: 0.825, data_time: 0.001, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7094, loss_cls: 2.3688, loss: 2.3688, grad_norm: 2.9199 2021-07-12 12:54:18,553 - mmaction - INFO - Epoch [143][1720/1879] lr: 4.145e-02, eta: 2 days, 4:12:40, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.4449, top5_acc: 0.6879, loss_cls: 2.4722, loss: 2.4722, grad_norm: 2.9859 2021-07-12 12:54:35,335 - mmaction - INFO - Epoch [143][1740/1879] lr: 4.145e-02, eta: 2 days, 4:12:07, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.4488, top5_acc: 0.7004, loss_cls: 2.3934, loss: 2.3934, grad_norm: 2.8990 2021-07-12 12:54:51,982 - mmaction - INFO - Epoch [143][1760/1879] lr: 4.145e-02, eta: 2 days, 4:11:33, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.4664, top5_acc: 0.7094, loss_cls: 2.3580, loss: 2.3580, grad_norm: 2.9600 2021-07-12 12:55:08,978 - mmaction - INFO - Epoch [143][1780/1879] lr: 4.145e-02, eta: 2 days, 4:11:03, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4598, top5_acc: 0.7008, loss_cls: 2.3738, loss: 2.3738, grad_norm: 2.9216 2021-07-12 12:55:26,158 - mmaction - INFO - Epoch [143][1800/1879] lr: 4.145e-02, eta: 2 days, 4:10:37, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7133, loss_cls: 2.3250, loss: 2.3250, grad_norm: 2.9357 2021-07-12 12:55:43,119 - mmaction - INFO - Epoch [143][1820/1879] lr: 4.145e-02, eta: 2 days, 4:10:08, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7172, loss_cls: 2.3337, loss: 2.3337, grad_norm: 2.9365 2021-07-12 12:55:59,934 - mmaction - INFO - Epoch [143][1840/1879] lr: 4.145e-02, eta: 2 days, 4:09:36, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7121, loss_cls: 2.3433, loss: 2.3433, grad_norm: 2.9309 2021-07-12 12:56:16,440 - mmaction - INFO - Epoch [143][1860/1879] lr: 4.145e-02, eta: 2 days, 4:09:00, time: 0.827, data_time: 0.006, memory: 6454, top1_acc: 0.4531, top5_acc: 0.6941, loss_cls: 2.4126, loss: 2.4126, grad_norm: 2.9034 2021-07-12 12:58:11,311 - mmaction - INFO - Epoch [144][20/1879] lr: 4.085e-02, eta: 2 days, 4:24:14, time: 4.668, data_time: 3.420, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7117, loss_cls: 2.3350, loss: 2.3350, grad_norm: 2.8819 2021-07-12 12:58:27,796 - mmaction - INFO - Epoch [144][40/1879] lr: 4.085e-02, eta: 2 days, 4:23:36, time: 0.825, data_time: 0.005, memory: 6454, top1_acc: 0.4652, top5_acc: 0.6957, loss_cls: 2.3649, loss: 2.3649, grad_norm: 2.9150 2021-07-12 12:58:44,323 - mmaction - INFO - Epoch [144][60/1879] lr: 4.085e-02, eta: 2 days, 4:22:58, time: 0.826, data_time: 0.002, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7199, loss_cls: 2.3229, loss: 2.3229, grad_norm: 2.8640 2021-07-12 12:59:01,224 - mmaction - INFO - Epoch [144][80/1879] lr: 4.085e-02, eta: 2 days, 4:22:26, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7211, loss_cls: 2.2479, loss: 2.2479, grad_norm: 2.8165 2021-07-12 12:59:18,336 - mmaction - INFO - Epoch [144][100/1879] lr: 4.085e-02, eta: 2 days, 4:21:59, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7055, loss_cls: 2.3344, loss: 2.3344, grad_norm: 2.9009 2021-07-12 12:59:35,309 - mmaction - INFO - Epoch [144][120/1879] lr: 4.085e-02, eta: 2 days, 4:21:28, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.4559, top5_acc: 0.7023, loss_cls: 2.3778, loss: 2.3778, grad_norm: 2.9471 2021-07-12 12:59:52,110 - mmaction - INFO - Epoch [144][140/1879] lr: 4.085e-02, eta: 2 days, 4:20:55, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7125, loss_cls: 2.3072, loss: 2.3072, grad_norm: 2.8491 2021-07-12 13:00:08,815 - mmaction - INFO - Epoch [144][160/1879] lr: 4.085e-02, eta: 2 days, 4:20:20, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.4488, top5_acc: 0.6922, loss_cls: 2.4482, loss: 2.4482, grad_norm: 2.9466 2021-07-12 13:00:25,505 - mmaction - INFO - Epoch [144][180/1879] lr: 4.085e-02, eta: 2 days, 4:19:46, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.4672, top5_acc: 0.7043, loss_cls: 2.3492, loss: 2.3492, grad_norm: 2.8814 2021-07-12 13:00:42,428 - mmaction - INFO - Epoch [144][200/1879] lr: 4.085e-02, eta: 2 days, 4:19:14, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4723, top5_acc: 0.6977, loss_cls: 2.3480, loss: 2.3480, grad_norm: 2.8653 2021-07-12 13:00:59,247 - mmaction - INFO - Epoch [144][220/1879] lr: 4.085e-02, eta: 2 days, 4:18:42, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4629, top5_acc: 0.7094, loss_cls: 2.3636, loss: 2.3636, grad_norm: 2.8171 2021-07-12 13:01:16,156 - mmaction - INFO - Epoch [144][240/1879] lr: 4.085e-02, eta: 2 days, 4:18:10, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7102, loss_cls: 2.3065, loss: 2.3065, grad_norm: 2.8383 2021-07-12 13:01:33,181 - mmaction - INFO - Epoch [144][260/1879] lr: 4.085e-02, eta: 2 days, 4:17:41, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4629, top5_acc: 0.6941, loss_cls: 2.3953, loss: 2.3953, grad_norm: 2.8429 2021-07-12 13:01:49,753 - mmaction - INFO - Epoch [144][280/1879] lr: 4.085e-02, eta: 2 days, 4:17:05, time: 0.831, data_time: 0.006, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7160, loss_cls: 2.2861, loss: 2.2861, grad_norm: 2.8769 2021-07-12 13:02:06,611 - mmaction - INFO - Epoch [144][300/1879] lr: 4.085e-02, eta: 2 days, 4:16:33, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7012, loss_cls: 2.3639, loss: 2.3639, grad_norm: 2.9198 2021-07-12 13:02:23,838 - mmaction - INFO - Epoch [144][320/1879] lr: 4.085e-02, eta: 2 days, 4:16:06, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.4582, top5_acc: 0.6906, loss_cls: 2.4197, loss: 2.4197, grad_norm: 2.9497 2021-07-12 13:02:40,734 - mmaction - INFO - Epoch [144][340/1879] lr: 4.085e-02, eta: 2 days, 4:15:36, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7145, loss_cls: 2.2899, loss: 2.2899, grad_norm: 2.8395 2021-07-12 13:02:57,708 - mmaction - INFO - Epoch [144][360/1879] lr: 4.085e-02, eta: 2 days, 4:15:06, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7023, loss_cls: 2.3866, loss: 2.3866, grad_norm: 2.9272 2021-07-12 13:03:14,703 - mmaction - INFO - Epoch [144][380/1879] lr: 4.085e-02, eta: 2 days, 4:14:36, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.4691, top5_acc: 0.6992, loss_cls: 2.3578, loss: 2.3578, grad_norm: 2.9031 2021-07-12 13:03:31,635 - mmaction - INFO - Epoch [144][400/1879] lr: 4.085e-02, eta: 2 days, 4:14:06, time: 0.848, data_time: 0.007, memory: 6454, top1_acc: 0.4629, top5_acc: 0.6984, loss_cls: 2.3776, loss: 2.3776, grad_norm: 2.9110 2021-07-12 13:03:48,578 - mmaction - INFO - Epoch [144][420/1879] lr: 4.085e-02, eta: 2 days, 4:13:35, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.4594, top5_acc: 0.6914, loss_cls: 2.4318, loss: 2.4318, grad_norm: 2.8832 2021-07-12 13:04:05,552 - mmaction - INFO - Epoch [144][440/1879] lr: 4.085e-02, eta: 2 days, 4:13:06, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.4617, top5_acc: 0.7016, loss_cls: 2.3689, loss: 2.3689, grad_norm: 2.8426 2021-07-12 13:04:22,725 - mmaction - INFO - Epoch [144][460/1879] lr: 4.085e-02, eta: 2 days, 4:12:39, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7121, loss_cls: 2.3250, loss: 2.3250, grad_norm: 2.8134 2021-07-12 13:04:39,485 - mmaction - INFO - Epoch [144][480/1879] lr: 4.085e-02, eta: 2 days, 4:12:06, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7105, loss_cls: 2.3215, loss: 2.3215, grad_norm: 2.9235 2021-07-12 13:04:56,544 - mmaction - INFO - Epoch [144][500/1879] lr: 4.085e-02, eta: 2 days, 4:11:37, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4656, top5_acc: 0.6988, loss_cls: 2.3734, loss: 2.3734, grad_norm: 2.9596 2021-07-12 13:05:13,542 - mmaction - INFO - Epoch [144][520/1879] lr: 4.085e-02, eta: 2 days, 4:11:07, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.4664, top5_acc: 0.7012, loss_cls: 2.3873, loss: 2.3873, grad_norm: 2.9237 2021-07-12 13:05:30,328 - mmaction - INFO - Epoch [144][540/1879] lr: 4.085e-02, eta: 2 days, 4:10:36, time: 0.844, data_time: 0.007, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7082, loss_cls: 2.3509, loss: 2.3509, grad_norm: 2.8366 2021-07-12 13:05:47,064 - mmaction - INFO - Epoch [144][560/1879] lr: 4.085e-02, eta: 2 days, 4:10:03, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.4770, top5_acc: 0.6965, loss_cls: 2.3454, loss: 2.3454, grad_norm: 2.9016 2021-07-12 13:06:03,914 - mmaction - INFO - Epoch [144][580/1879] lr: 4.085e-02, eta: 2 days, 4:09:31, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7191, loss_cls: 2.3067, loss: 2.3067, grad_norm: 2.8727 2021-07-12 13:06:20,880 - mmaction - INFO - Epoch [144][600/1879] lr: 4.085e-02, eta: 2 days, 4:09:01, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7102, loss_cls: 2.3228, loss: 2.3228, grad_norm: 2.8746 2021-07-12 13:06:37,965 - mmaction - INFO - Epoch [144][620/1879] lr: 4.085e-02, eta: 2 days, 4:08:34, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7133, loss_cls: 2.3083, loss: 2.3083, grad_norm: 2.8679 2021-07-12 13:06:54,756 - mmaction - INFO - Epoch [144][640/1879] lr: 4.085e-02, eta: 2 days, 4:08:01, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.4566, top5_acc: 0.6984, loss_cls: 2.4447, loss: 2.4447, grad_norm: 2.9229 2021-07-12 13:07:11,465 - mmaction - INFO - Epoch [144][660/1879] lr: 4.085e-02, eta: 2 days, 4:07:29, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7063, loss_cls: 2.3060, loss: 2.3060, grad_norm: 2.8968 2021-07-12 13:07:28,020 - mmaction - INFO - Epoch [144][680/1879] lr: 4.085e-02, eta: 2 days, 4:06:53, time: 0.828, data_time: 0.001, memory: 6454, top1_acc: 0.4629, top5_acc: 0.7078, loss_cls: 2.3398, loss: 2.3398, grad_norm: 2.9878 2021-07-12 13:07:44,886 - mmaction - INFO - Epoch [144][700/1879] lr: 4.085e-02, eta: 2 days, 4:06:21, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4512, top5_acc: 0.7016, loss_cls: 2.3648, loss: 2.3648, grad_norm: 2.9386 2021-07-12 13:08:01,836 - mmaction - INFO - Epoch [144][720/1879] lr: 4.085e-02, eta: 2 days, 4:05:52, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4637, top5_acc: 0.6984, loss_cls: 2.3953, loss: 2.3953, grad_norm: 2.9022 2021-07-12 13:08:18,675 - mmaction - INFO - Epoch [144][740/1879] lr: 4.085e-02, eta: 2 days, 4:05:20, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4625, top5_acc: 0.6953, loss_cls: 2.3847, loss: 2.3847, grad_norm: 2.8894 2021-07-12 13:08:35,513 - mmaction - INFO - Epoch [144][760/1879] lr: 4.085e-02, eta: 2 days, 4:04:49, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4676, top5_acc: 0.6980, loss_cls: 2.4239, loss: 2.4239, grad_norm: 2.8920 2021-07-12 13:08:52,175 - mmaction - INFO - Epoch [144][780/1879] lr: 4.085e-02, eta: 2 days, 4:04:16, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.4531, top5_acc: 0.7063, loss_cls: 2.3901, loss: 2.3901, grad_norm: 2.8944 2021-07-12 13:09:09,154 - mmaction - INFO - Epoch [144][800/1879] lr: 4.085e-02, eta: 2 days, 4:03:47, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7086, loss_cls: 2.3996, loss: 2.3996, grad_norm: 2.8782 2021-07-12 13:09:26,089 - mmaction - INFO - Epoch [144][820/1879] lr: 4.085e-02, eta: 2 days, 4:03:18, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4598, top5_acc: 0.6937, loss_cls: 2.3981, loss: 2.3981, grad_norm: 2.8743 2021-07-12 13:09:43,049 - mmaction - INFO - Epoch [144][840/1879] lr: 4.085e-02, eta: 2 days, 4:02:48, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.4602, top5_acc: 0.6953, loss_cls: 2.4023, loss: 2.4023, grad_norm: 2.9714 2021-07-12 13:10:00,415 - mmaction - INFO - Epoch [144][860/1879] lr: 4.085e-02, eta: 2 days, 4:02:25, time: 0.867, data_time: 0.006, memory: 6454, top1_acc: 0.4605, top5_acc: 0.7023, loss_cls: 2.3734, loss: 2.3734, grad_norm: 2.9225 2021-07-12 13:10:16,814 - mmaction - INFO - Epoch [144][880/1879] lr: 4.085e-02, eta: 2 days, 4:01:48, time: 0.822, data_time: 0.004, memory: 6454, top1_acc: 0.4539, top5_acc: 0.7004, loss_cls: 2.3989, loss: 2.3989, grad_norm: 2.8998 2021-07-12 13:10:33,698 - mmaction - INFO - Epoch [144][900/1879] lr: 4.085e-02, eta: 2 days, 4:01:17, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.4621, top5_acc: 0.6996, loss_cls: 2.3810, loss: 2.3810, grad_norm: 2.8065 2021-07-12 13:10:50,645 - mmaction - INFO - Epoch [144][920/1879] lr: 4.085e-02, eta: 2 days, 4:00:48, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7063, loss_cls: 2.3443, loss: 2.3443, grad_norm: 2.8611 2021-07-12 13:11:07,555 - mmaction - INFO - Epoch [144][940/1879] lr: 4.085e-02, eta: 2 days, 4:00:18, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4535, top5_acc: 0.6980, loss_cls: 2.3965, loss: 2.3965, grad_norm: 2.9819 2021-07-12 13:11:24,451 - mmaction - INFO - Epoch [144][960/1879] lr: 4.085e-02, eta: 2 days, 3:59:48, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7160, loss_cls: 2.2992, loss: 2.2992, grad_norm: 2.8876 2021-07-12 13:11:41,424 - mmaction - INFO - Epoch [144][980/1879] lr: 4.085e-02, eta: 2 days, 3:59:19, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.4578, top5_acc: 0.7191, loss_cls: 2.3598, loss: 2.3598, grad_norm: 2.8980 2021-07-12 13:11:58,567 - mmaction - INFO - Epoch [144][1000/1879] lr: 4.085e-02, eta: 2 days, 3:58:53, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7059, loss_cls: 2.3654, loss: 2.3654, grad_norm: 2.8731 2021-07-12 13:12:15,492 - mmaction - INFO - Epoch [144][1020/1879] lr: 4.085e-02, eta: 2 days, 3:58:24, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7113, loss_cls: 2.3205, loss: 2.3205, grad_norm: 2.8352 2021-07-12 13:12:32,319 - mmaction - INFO - Epoch [144][1040/1879] lr: 4.085e-02, eta: 2 days, 3:57:53, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7098, loss_cls: 2.3225, loss: 2.3225, grad_norm: 2.8599 2021-07-12 13:12:48,931 - mmaction - INFO - Epoch [144][1060/1879] lr: 4.085e-02, eta: 2 days, 3:57:19, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.4531, top5_acc: 0.7031, loss_cls: 2.3687, loss: 2.3687, grad_norm: 2.9386 2021-07-12 13:13:05,914 - mmaction - INFO - Epoch [144][1080/1879] lr: 4.085e-02, eta: 2 days, 3:56:50, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4617, top5_acc: 0.7035, loss_cls: 2.3629, loss: 2.3629, grad_norm: 2.8475 2021-07-12 13:13:22,761 - mmaction - INFO - Epoch [144][1100/1879] lr: 4.085e-02, eta: 2 days, 3:56:20, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7211, loss_cls: 2.2622, loss: 2.2622, grad_norm: 2.8938 2021-07-12 13:13:39,853 - mmaction - INFO - Epoch [144][1120/1879] lr: 4.085e-02, eta: 2 days, 3:55:53, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.4664, top5_acc: 0.7172, loss_cls: 2.3235, loss: 2.3235, grad_norm: 2.9307 2021-07-12 13:13:56,797 - mmaction - INFO - Epoch [144][1140/1879] lr: 4.085e-02, eta: 2 days, 3:55:24, time: 0.848, data_time: 0.008, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7117, loss_cls: 2.3046, loss: 2.3046, grad_norm: 2.9376 2021-07-12 13:14:13,605 - mmaction - INFO - Epoch [144][1160/1879] lr: 4.085e-02, eta: 2 days, 3:54:53, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7164, loss_cls: 2.3106, loss: 2.3106, grad_norm: 2.9147 2021-07-12 13:14:30,595 - mmaction - INFO - Epoch [144][1180/1879] lr: 4.085e-02, eta: 2 days, 3:54:25, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7125, loss_cls: 2.3390, loss: 2.3390, grad_norm: 2.9542 2021-07-12 13:14:47,363 - mmaction - INFO - Epoch [144][1200/1879] lr: 4.085e-02, eta: 2 days, 3:53:54, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4625, top5_acc: 0.7113, loss_cls: 2.3216, loss: 2.3216, grad_norm: 2.9150 2021-07-12 13:15:04,148 - mmaction - INFO - Epoch [144][1220/1879] lr: 4.085e-02, eta: 2 days, 3:53:23, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7066, loss_cls: 2.3570, loss: 2.3570, grad_norm: 2.9404 2021-07-12 13:15:21,179 - mmaction - INFO - Epoch [144][1240/1879] lr: 4.085e-02, eta: 2 days, 3:52:56, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7070, loss_cls: 2.3403, loss: 2.3403, grad_norm: 2.8514 2021-07-12 13:15:38,208 - mmaction - INFO - Epoch [144][1260/1879] lr: 4.085e-02, eta: 2 days, 3:52:27, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7055, loss_cls: 2.3318, loss: 2.3318, grad_norm: 2.9160 2021-07-12 13:15:55,074 - mmaction - INFO - Epoch [144][1280/1879] lr: 4.085e-02, eta: 2 days, 3:51:58, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.4543, top5_acc: 0.6949, loss_cls: 2.4335, loss: 2.4335, grad_norm: 2.9068 2021-07-12 13:16:12,364 - mmaction - INFO - Epoch [144][1300/1879] lr: 4.085e-02, eta: 2 days, 3:51:34, time: 0.865, data_time: 0.007, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7090, loss_cls: 2.3508, loss: 2.3508, grad_norm: 2.8333 2021-07-12 13:16:29,386 - mmaction - INFO - Epoch [144][1320/1879] lr: 4.085e-02, eta: 2 days, 3:51:07, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7164, loss_cls: 2.3133, loss: 2.3133, grad_norm: 2.8686 2021-07-12 13:16:46,446 - mmaction - INFO - Epoch [144][1340/1879] lr: 4.085e-02, eta: 2 days, 3:50:39, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.4645, top5_acc: 0.7000, loss_cls: 2.4029, loss: 2.4029, grad_norm: 2.8804 2021-07-12 13:17:03,378 - mmaction - INFO - Epoch [144][1360/1879] lr: 4.085e-02, eta: 2 days, 3:50:11, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7211, loss_cls: 2.2759, loss: 2.2759, grad_norm: 2.8625 2021-07-12 13:17:20,393 - mmaction - INFO - Epoch [144][1380/1879] lr: 4.085e-02, eta: 2 days, 3:49:43, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4551, top5_acc: 0.7047, loss_cls: 2.3752, loss: 2.3752, grad_norm: 2.9706 2021-07-12 13:17:37,295 - mmaction - INFO - Epoch [144][1400/1879] lr: 4.085e-02, eta: 2 days, 3:49:15, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.4527, top5_acc: 0.7063, loss_cls: 2.3781, loss: 2.3781, grad_norm: 2.9842 2021-07-12 13:17:54,335 - mmaction - INFO - Epoch [144][1420/1879] lr: 4.085e-02, eta: 2 days, 3:48:47, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7016, loss_cls: 2.3485, loss: 2.3485, grad_norm: 2.7853 2021-07-12 13:18:11,393 - mmaction - INFO - Epoch [144][1440/1879] lr: 4.085e-02, eta: 2 days, 3:48:21, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7043, loss_cls: 2.3249, loss: 2.3249, grad_norm: 2.8304 2021-07-12 13:18:28,144 - mmaction - INFO - Epoch [144][1460/1879] lr: 4.085e-02, eta: 2 days, 3:47:50, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.4617, top5_acc: 0.7086, loss_cls: 2.3555, loss: 2.3555, grad_norm: 2.8461 2021-07-12 13:18:45,305 - mmaction - INFO - Epoch [144][1480/1879] lr: 4.085e-02, eta: 2 days, 3:47:24, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7109, loss_cls: 2.3535, loss: 2.3535, grad_norm: 2.9884 2021-07-12 13:19:01,705 - mmaction - INFO - Epoch [144][1500/1879] lr: 4.085e-02, eta: 2 days, 3:46:48, time: 0.820, data_time: 0.001, memory: 6454, top1_acc: 0.4633, top5_acc: 0.6988, loss_cls: 2.3580, loss: 2.3580, grad_norm: 2.9483 2021-07-12 13:19:18,722 - mmaction - INFO - Epoch [144][1520/1879] lr: 4.085e-02, eta: 2 days, 3:46:20, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7094, loss_cls: 2.3515, loss: 2.3515, grad_norm: 2.9097 2021-07-12 13:19:35,287 - mmaction - INFO - Epoch [144][1540/1879] lr: 4.085e-02, eta: 2 days, 3:45:47, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.4477, top5_acc: 0.6977, loss_cls: 2.4132, loss: 2.4132, grad_norm: 2.9108 2021-07-12 13:19:52,349 - mmaction - INFO - Epoch [144][1560/1879] lr: 4.085e-02, eta: 2 days, 3:45:21, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7102, loss_cls: 2.3778, loss: 2.3778, grad_norm: 2.8858 2021-07-12 13:20:09,101 - mmaction - INFO - Epoch [144][1580/1879] lr: 4.085e-02, eta: 2 days, 3:44:50, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.4480, top5_acc: 0.6973, loss_cls: 2.4203, loss: 2.4203, grad_norm: 2.9433 2021-07-12 13:20:25,956 - mmaction - INFO - Epoch [144][1600/1879] lr: 4.085e-02, eta: 2 days, 3:44:20, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.4465, top5_acc: 0.7004, loss_cls: 2.4145, loss: 2.4145, grad_norm: 2.9158 2021-07-12 13:20:42,617 - mmaction - INFO - Epoch [144][1620/1879] lr: 4.085e-02, eta: 2 days, 3:43:48, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7094, loss_cls: 2.2725, loss: 2.2725, grad_norm: 2.8724 2021-07-12 13:20:59,698 - mmaction - INFO - Epoch [144][1640/1879] lr: 4.085e-02, eta: 2 days, 3:43:22, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.4512, top5_acc: 0.6961, loss_cls: 2.4203, loss: 2.4203, grad_norm: 2.9443 2021-07-12 13:21:16,378 - mmaction - INFO - Epoch [144][1660/1879] lr: 4.085e-02, eta: 2 days, 3:42:50, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.4590, top5_acc: 0.6871, loss_cls: 2.4486, loss: 2.4486, grad_norm: 2.9071 2021-07-12 13:21:33,421 - mmaction - INFO - Epoch [144][1680/1879] lr: 4.085e-02, eta: 2 days, 3:42:23, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7012, loss_cls: 2.3673, loss: 2.3673, grad_norm: 2.8535 2021-07-12 13:21:50,230 - mmaction - INFO - Epoch [144][1700/1879] lr: 4.085e-02, eta: 2 days, 3:41:53, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7125, loss_cls: 2.3135, loss: 2.3135, grad_norm: 2.7822 2021-07-12 13:22:07,115 - mmaction - INFO - Epoch [144][1720/1879] lr: 4.085e-02, eta: 2 days, 3:41:24, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7031, loss_cls: 2.3305, loss: 2.3305, grad_norm: 2.8309 2021-07-12 13:22:23,984 - mmaction - INFO - Epoch [144][1740/1879] lr: 4.085e-02, eta: 2 days, 3:40:55, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7223, loss_cls: 2.2655, loss: 2.2655, grad_norm: 2.8414 2021-07-12 13:22:40,872 - mmaction - INFO - Epoch [144][1760/1879] lr: 4.085e-02, eta: 2 days, 3:40:27, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7016, loss_cls: 2.3529, loss: 2.3529, grad_norm: 2.8997 2021-07-12 13:22:57,809 - mmaction - INFO - Epoch [144][1780/1879] lr: 4.085e-02, eta: 2 days, 3:39:58, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.4555, top5_acc: 0.6988, loss_cls: 2.3711, loss: 2.3711, grad_norm: 2.9461 2021-07-12 13:23:14,678 - mmaction - INFO - Epoch [144][1800/1879] lr: 4.085e-02, eta: 2 days, 3:39:30, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7273, loss_cls: 2.2764, loss: 2.2764, grad_norm: 2.8628 2021-07-12 13:23:31,692 - mmaction - INFO - Epoch [144][1820/1879] lr: 4.085e-02, eta: 2 days, 3:39:03, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.4641, top5_acc: 0.6953, loss_cls: 2.3898, loss: 2.3898, grad_norm: 2.8585 2021-07-12 13:23:48,685 - mmaction - INFO - Epoch [144][1840/1879] lr: 4.085e-02, eta: 2 days, 3:38:35, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4516, top5_acc: 0.7023, loss_cls: 2.3786, loss: 2.3786, grad_norm: 2.8746 2021-07-12 13:24:05,522 - mmaction - INFO - Epoch [144][1860/1879] lr: 4.085e-02, eta: 2 days, 3:38:06, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4656, top5_acc: 0.6996, loss_cls: 2.4015, loss: 2.4015, grad_norm: 2.9001 2021-07-12 13:24:22,211 - mmaction - INFO - Saving checkpoint at 144 epochs 2021-07-12 13:25:17,390 - mmaction - INFO - Epoch [145][20/1879] lr: 4.025e-02, eta: 2 days, 3:42:04, time: 2.699, data_time: 1.684, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7324, loss_cls: 2.2489, loss: 2.2489, grad_norm: 2.8787 2021-07-12 13:25:33,893 - mmaction - INFO - Epoch [145][40/1879] lr: 4.025e-02, eta: 2 days, 3:41:30, time: 0.824, data_time: 0.006, memory: 6454, top1_acc: 0.4656, top5_acc: 0.7012, loss_cls: 2.3921, loss: 2.3921, grad_norm: 2.9576 2021-07-12 13:25:50,726 - mmaction - INFO - Epoch [145][60/1879] lr: 4.025e-02, eta: 2 days, 3:41:01, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4570, top5_acc: 0.7020, loss_cls: 2.3593, loss: 2.3593, grad_norm: 2.9029 2021-07-12 13:26:07,562 - mmaction - INFO - Epoch [145][80/1879] lr: 4.025e-02, eta: 2 days, 3:40:31, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7219, loss_cls: 2.3170, loss: 2.3170, grad_norm: 2.8659 2021-07-12 13:26:24,119 - mmaction - INFO - Epoch [145][100/1879] lr: 4.025e-02, eta: 2 days, 3:39:58, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.4727, top5_acc: 0.6918, loss_cls: 2.3656, loss: 2.3656, grad_norm: 2.8784 2021-07-12 13:26:41,289 - mmaction - INFO - Epoch [145][120/1879] lr: 4.025e-02, eta: 2 days, 3:39:33, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7020, loss_cls: 2.3093, loss: 2.3093, grad_norm: 2.9136 2021-07-12 13:26:58,314 - mmaction - INFO - Epoch [145][140/1879] lr: 4.025e-02, eta: 2 days, 3:39:05, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.4574, top5_acc: 0.7102, loss_cls: 2.3431, loss: 2.3431, grad_norm: 2.9434 2021-07-12 13:27:15,245 - mmaction - INFO - Epoch [145][160/1879] lr: 4.025e-02, eta: 2 days, 3:38:38, time: 0.850, data_time: 0.009, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7094, loss_cls: 2.3170, loss: 2.3170, grad_norm: 2.9024 2021-07-12 13:27:32,358 - mmaction - INFO - Epoch [145][180/1879] lr: 4.025e-02, eta: 2 days, 3:38:12, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7211, loss_cls: 2.3221, loss: 2.3221, grad_norm: 2.9116 2021-07-12 13:27:49,245 - mmaction - INFO - Epoch [145][200/1879] lr: 4.025e-02, eta: 2 days, 3:37:44, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7207, loss_cls: 2.3092, loss: 2.3092, grad_norm: 2.9090 2021-07-12 13:28:06,338 - mmaction - INFO - Epoch [145][220/1879] lr: 4.025e-02, eta: 2 days, 3:37:18, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7184, loss_cls: 2.3095, loss: 2.3095, grad_norm: 2.9088 2021-07-12 13:28:23,387 - mmaction - INFO - Epoch [145][240/1879] lr: 4.025e-02, eta: 2 days, 3:36:51, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4672, top5_acc: 0.7141, loss_cls: 2.2984, loss: 2.2984, grad_norm: 2.9203 2021-07-12 13:28:40,446 - mmaction - INFO - Epoch [145][260/1879] lr: 4.025e-02, eta: 2 days, 3:36:25, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7254, loss_cls: 2.2706, loss: 2.2706, grad_norm: 2.9286 2021-07-12 13:28:57,560 - mmaction - INFO - Epoch [145][280/1879] lr: 4.025e-02, eta: 2 days, 3:36:01, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.4598, top5_acc: 0.7098, loss_cls: 2.3762, loss: 2.3762, grad_norm: 2.9380 2021-07-12 13:29:14,435 - mmaction - INFO - Epoch [145][300/1879] lr: 4.025e-02, eta: 2 days, 3:35:32, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4672, top5_acc: 0.7109, loss_cls: 2.3088, loss: 2.3088, grad_norm: 2.8704 2021-07-12 13:29:31,461 - mmaction - INFO - Epoch [145][320/1879] lr: 4.025e-02, eta: 2 days, 3:35:04, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.4715, top5_acc: 0.6930, loss_cls: 2.3794, loss: 2.3794, grad_norm: 2.9183 2021-07-12 13:29:48,693 - mmaction - INFO - Epoch [145][340/1879] lr: 4.025e-02, eta: 2 days, 3:34:41, time: 0.864, data_time: 0.006, memory: 6454, top1_acc: 0.4605, top5_acc: 0.6988, loss_cls: 2.3726, loss: 2.3726, grad_norm: 2.9048 2021-07-12 13:30:05,735 - mmaction - INFO - Epoch [145][360/1879] lr: 4.025e-02, eta: 2 days, 3:34:15, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7137, loss_cls: 2.3291, loss: 2.3291, grad_norm: 2.9458 2021-07-12 13:30:22,855 - mmaction - INFO - Epoch [145][380/1879] lr: 4.025e-02, eta: 2 days, 3:33:49, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.4555, top5_acc: 0.6969, loss_cls: 2.3832, loss: 2.3832, grad_norm: 2.9173 2021-07-12 13:30:39,964 - mmaction - INFO - Epoch [145][400/1879] lr: 4.025e-02, eta: 2 days, 3:33:25, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.4574, top5_acc: 0.6996, loss_cls: 2.3997, loss: 2.3997, grad_norm: 2.9129 2021-07-12 13:30:56,684 - mmaction - INFO - Epoch [145][420/1879] lr: 4.025e-02, eta: 2 days, 3:32:53, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.4590, top5_acc: 0.7023, loss_cls: 2.3906, loss: 2.3906, grad_norm: 2.8868 2021-07-12 13:31:13,178 - mmaction - INFO - Epoch [145][440/1879] lr: 4.025e-02, eta: 2 days, 3:32:20, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.4621, top5_acc: 0.7094, loss_cls: 2.3570, loss: 2.3570, grad_norm: 2.9473 2021-07-12 13:31:30,218 - mmaction - INFO - Epoch [145][460/1879] lr: 4.025e-02, eta: 2 days, 3:31:53, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7047, loss_cls: 2.3693, loss: 2.3693, grad_norm: 2.8898 2021-07-12 13:31:47,171 - mmaction - INFO - Epoch [145][480/1879] lr: 4.025e-02, eta: 2 days, 3:31:26, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7152, loss_cls: 2.3308, loss: 2.3308, grad_norm: 2.8344 2021-07-12 13:32:03,975 - mmaction - INFO - Epoch [145][500/1879] lr: 4.025e-02, eta: 2 days, 3:30:57, time: 0.841, data_time: 0.007, memory: 6454, top1_acc: 0.4555, top5_acc: 0.6973, loss_cls: 2.3833, loss: 2.3833, grad_norm: 2.8936 2021-07-12 13:32:21,041 - mmaction - INFO - Epoch [145][520/1879] lr: 4.025e-02, eta: 2 days, 3:30:31, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4688, top5_acc: 0.7031, loss_cls: 2.3355, loss: 2.3355, grad_norm: 2.8994 2021-07-12 13:32:37,897 - mmaction - INFO - Epoch [145][540/1879] lr: 4.025e-02, eta: 2 days, 3:30:03, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4750, top5_acc: 0.7098, loss_cls: 2.3045, loss: 2.3045, grad_norm: 2.9484 2021-07-12 13:32:54,867 - mmaction - INFO - Epoch [145][560/1879] lr: 4.025e-02, eta: 2 days, 3:29:35, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7094, loss_cls: 2.3259, loss: 2.3259, grad_norm: 2.9422 2021-07-12 13:33:11,911 - mmaction - INFO - Epoch [145][580/1879] lr: 4.025e-02, eta: 2 days, 3:29:09, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.4586, top5_acc: 0.7039, loss_cls: 2.4136, loss: 2.4136, grad_norm: 3.0327 2021-07-12 13:33:28,956 - mmaction - INFO - Epoch [145][600/1879] lr: 4.025e-02, eta: 2 days, 3:28:44, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7305, loss_cls: 2.2710, loss: 2.2710, grad_norm: 2.9474 2021-07-12 13:33:45,875 - mmaction - INFO - Epoch [145][620/1879] lr: 4.025e-02, eta: 2 days, 3:28:16, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4633, top5_acc: 0.6973, loss_cls: 2.4063, loss: 2.4063, grad_norm: 2.9228 2021-07-12 13:34:02,853 - mmaction - INFO - Epoch [145][640/1879] lr: 4.025e-02, eta: 2 days, 3:27:49, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7020, loss_cls: 2.3834, loss: 2.3834, grad_norm: 2.9100 2021-07-12 13:34:20,034 - mmaction - INFO - Epoch [145][660/1879] lr: 4.025e-02, eta: 2 days, 3:27:25, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7156, loss_cls: 2.3136, loss: 2.3136, grad_norm: 2.8650 2021-07-12 13:34:36,900 - mmaction - INFO - Epoch [145][680/1879] lr: 4.025e-02, eta: 2 days, 3:26:57, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7184, loss_cls: 2.2775, loss: 2.2775, grad_norm: 2.8350 2021-07-12 13:34:53,670 - mmaction - INFO - Epoch [145][700/1879] lr: 4.025e-02, eta: 2 days, 3:26:27, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7219, loss_cls: 2.2960, loss: 2.2960, grad_norm: 2.9047 2021-07-12 13:35:10,823 - mmaction - INFO - Epoch [145][720/1879] lr: 4.025e-02, eta: 2 days, 3:26:03, time: 0.858, data_time: 0.002, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7230, loss_cls: 2.2846, loss: 2.2846, grad_norm: 2.9366 2021-07-12 13:35:27,904 - mmaction - INFO - Epoch [145][740/1879] lr: 4.025e-02, eta: 2 days, 3:25:38, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.4605, top5_acc: 0.7145, loss_cls: 2.3443, loss: 2.3443, grad_norm: 2.9176 2021-07-12 13:35:44,851 - mmaction - INFO - Epoch [145][760/1879] lr: 4.025e-02, eta: 2 days, 3:25:11, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4676, top5_acc: 0.7000, loss_cls: 2.3498, loss: 2.3498, grad_norm: 2.9295 2021-07-12 13:36:01,694 - mmaction - INFO - Epoch [145][780/1879] lr: 4.025e-02, eta: 2 days, 3:24:42, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4383, top5_acc: 0.6969, loss_cls: 2.4168, loss: 2.4168, grad_norm: 2.9789 2021-07-12 13:36:18,421 - mmaction - INFO - Epoch [145][800/1879] lr: 4.025e-02, eta: 2 days, 3:24:12, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7059, loss_cls: 2.3896, loss: 2.3896, grad_norm: 2.9192 2021-07-12 13:36:35,624 - mmaction - INFO - Epoch [145][820/1879] lr: 4.025e-02, eta: 2 days, 3:23:48, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7125, loss_cls: 2.2936, loss: 2.2936, grad_norm: 2.8306 2021-07-12 13:36:52,695 - mmaction - INFO - Epoch [145][840/1879] lr: 4.025e-02, eta: 2 days, 3:23:23, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.4617, top5_acc: 0.7105, loss_cls: 2.3414, loss: 2.3414, grad_norm: 2.9033 2021-07-12 13:37:09,200 - mmaction - INFO - Epoch [145][860/1879] lr: 4.025e-02, eta: 2 days, 3:22:50, time: 0.827, data_time: 0.005, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7191, loss_cls: 2.3084, loss: 2.3084, grad_norm: 2.9320 2021-07-12 13:37:26,146 - mmaction - INFO - Epoch [145][880/1879] lr: 4.025e-02, eta: 2 days, 3:22:24, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7023, loss_cls: 2.3685, loss: 2.3685, grad_norm: 2.9381 2021-07-12 13:37:43,097 - mmaction - INFO - Epoch [145][900/1879] lr: 4.025e-02, eta: 2 days, 3:21:56, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4582, top5_acc: 0.6980, loss_cls: 2.3722, loss: 2.3722, grad_norm: 2.9630 2021-07-12 13:38:00,090 - mmaction - INFO - Epoch [145][920/1879] lr: 4.025e-02, eta: 2 days, 3:21:30, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4609, top5_acc: 0.6965, loss_cls: 2.4007, loss: 2.4007, grad_norm: 2.8618 2021-07-12 13:38:17,090 - mmaction - INFO - Epoch [145][940/1879] lr: 4.025e-02, eta: 2 days, 3:21:04, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4559, top5_acc: 0.7027, loss_cls: 2.3638, loss: 2.3638, grad_norm: 2.8892 2021-07-12 13:38:34,058 - mmaction - INFO - Epoch [145][960/1879] lr: 4.025e-02, eta: 2 days, 3:20:37, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7125, loss_cls: 2.3665, loss: 2.3665, grad_norm: 2.8821 2021-07-12 13:38:50,924 - mmaction - INFO - Epoch [145][980/1879] lr: 4.025e-02, eta: 2 days, 3:20:10, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4648, top5_acc: 0.7152, loss_cls: 2.2888, loss: 2.2888, grad_norm: 2.8428 2021-07-12 13:39:08,023 - mmaction - INFO - Epoch [145][1000/1879] lr: 4.025e-02, eta: 2 days, 3:19:45, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7266, loss_cls: 2.2382, loss: 2.2382, grad_norm: 2.8412 2021-07-12 13:39:24,982 - mmaction - INFO - Epoch [145][1020/1879] lr: 4.025e-02, eta: 2 days, 3:19:18, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7270, loss_cls: 2.3210, loss: 2.3210, grad_norm: 2.9733 2021-07-12 13:39:42,071 - mmaction - INFO - Epoch [145][1040/1879] lr: 4.025e-02, eta: 2 days, 3:18:54, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7043, loss_cls: 2.3676, loss: 2.3676, grad_norm: 2.9037 2021-07-12 13:39:59,129 - mmaction - INFO - Epoch [145][1060/1879] lr: 4.025e-02, eta: 2 days, 3:18:29, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7043, loss_cls: 2.3358, loss: 2.3358, grad_norm: 2.8686 2021-07-12 13:40:16,088 - mmaction - INFO - Epoch [145][1080/1879] lr: 4.025e-02, eta: 2 days, 3:18:02, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4457, top5_acc: 0.6988, loss_cls: 2.4576, loss: 2.4576, grad_norm: 3.0319 2021-07-12 13:40:33,162 - mmaction - INFO - Epoch [145][1100/1879] lr: 4.025e-02, eta: 2 days, 3:17:37, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7172, loss_cls: 2.3129, loss: 2.3129, grad_norm: 2.9291 2021-07-12 13:40:49,792 - mmaction - INFO - Epoch [145][1120/1879] lr: 4.025e-02, eta: 2 days, 3:17:06, time: 0.832, data_time: 0.002, memory: 6454, top1_acc: 0.4512, top5_acc: 0.7055, loss_cls: 2.3391, loss: 2.3391, grad_norm: 2.9257 2021-07-12 13:41:06,787 - mmaction - INFO - Epoch [145][1140/1879] lr: 4.025e-02, eta: 2 days, 3:16:40, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7066, loss_cls: 2.3556, loss: 2.3556, grad_norm: 2.9118 2021-07-12 13:41:23,805 - mmaction - INFO - Epoch [145][1160/1879] lr: 4.025e-02, eta: 2 days, 3:16:14, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4543, top5_acc: 0.7105, loss_cls: 2.3285, loss: 2.3285, grad_norm: 2.9051 2021-07-12 13:41:40,787 - mmaction - INFO - Epoch [145][1180/1879] lr: 4.025e-02, eta: 2 days, 3:15:48, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.4539, top5_acc: 0.7051, loss_cls: 2.3873, loss: 2.3873, grad_norm: 2.9885 2021-07-12 13:41:57,841 - mmaction - INFO - Epoch [145][1200/1879] lr: 4.025e-02, eta: 2 days, 3:15:23, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7133, loss_cls: 2.2920, loss: 2.2920, grad_norm: 2.8490 2021-07-12 13:42:14,376 - mmaction - INFO - Epoch [145][1220/1879] lr: 4.025e-02, eta: 2 days, 3:14:51, time: 0.828, data_time: 0.002, memory: 6454, top1_acc: 0.4605, top5_acc: 0.6949, loss_cls: 2.3905, loss: 2.3905, grad_norm: 2.9369 2021-07-12 13:42:31,364 - mmaction - INFO - Epoch [145][1240/1879] lr: 4.025e-02, eta: 2 days, 3:14:25, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7242, loss_cls: 2.2456, loss: 2.2456, grad_norm: 2.9052 2021-07-12 13:42:48,428 - mmaction - INFO - Epoch [145][1260/1879] lr: 4.025e-02, eta: 2 days, 3:13:59, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7094, loss_cls: 2.3544, loss: 2.3544, grad_norm: 2.9237 2021-07-12 13:43:05,348 - mmaction - INFO - Epoch [145][1280/1879] lr: 4.025e-02, eta: 2 days, 3:13:33, time: 0.846, data_time: 0.007, memory: 6454, top1_acc: 0.4570, top5_acc: 0.7012, loss_cls: 2.4035, loss: 2.4035, grad_norm: 2.9279 2021-07-12 13:43:22,137 - mmaction - INFO - Epoch [145][1300/1879] lr: 4.025e-02, eta: 2 days, 3:13:05, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7043, loss_cls: 2.3424, loss: 2.3424, grad_norm: 2.8927 2021-07-12 13:43:39,153 - mmaction - INFO - Epoch [145][1320/1879] lr: 4.025e-02, eta: 2 days, 3:12:40, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.4668, top5_acc: 0.6953, loss_cls: 2.3828, loss: 2.3828, grad_norm: 2.8736 2021-07-12 13:43:56,092 - mmaction - INFO - Epoch [145][1340/1879] lr: 4.025e-02, eta: 2 days, 3:12:13, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.4660, top5_acc: 0.7063, loss_cls: 2.3759, loss: 2.3759, grad_norm: 2.9165 2021-07-12 13:44:13,040 - mmaction - INFO - Epoch [145][1360/1879] lr: 4.025e-02, eta: 2 days, 3:11:47, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4652, top5_acc: 0.6984, loss_cls: 2.3895, loss: 2.3895, grad_norm: 2.8556 2021-07-12 13:44:29,556 - mmaction - INFO - Epoch [145][1380/1879] lr: 4.025e-02, eta: 2 days, 3:11:15, time: 0.826, data_time: 0.001, memory: 6454, top1_acc: 0.4629, top5_acc: 0.6973, loss_cls: 2.3516, loss: 2.3516, grad_norm: 2.8960 2021-07-12 13:44:46,752 - mmaction - INFO - Epoch [145][1400/1879] lr: 4.025e-02, eta: 2 days, 3:10:52, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7129, loss_cls: 2.3442, loss: 2.3442, grad_norm: 2.9138 2021-07-12 13:45:03,763 - mmaction - INFO - Epoch [145][1420/1879] lr: 4.025e-02, eta: 2 days, 3:10:26, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4730, top5_acc: 0.6980, loss_cls: 2.4008, loss: 2.4008, grad_norm: 2.9486 2021-07-12 13:45:20,559 - mmaction - INFO - Epoch [145][1440/1879] lr: 4.025e-02, eta: 2 days, 3:09:58, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.4516, top5_acc: 0.6973, loss_cls: 2.4048, loss: 2.4048, grad_norm: 2.9674 2021-07-12 13:45:37,515 - mmaction - INFO - Epoch [145][1460/1879] lr: 4.025e-02, eta: 2 days, 3:09:32, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7066, loss_cls: 2.3820, loss: 2.3820, grad_norm: 2.9572 2021-07-12 13:45:54,495 - mmaction - INFO - Epoch [145][1480/1879] lr: 4.025e-02, eta: 2 days, 3:09:06, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4758, top5_acc: 0.7031, loss_cls: 2.3390, loss: 2.3390, grad_norm: 2.9013 2021-07-12 13:46:11,557 - mmaction - INFO - Epoch [145][1500/1879] lr: 4.025e-02, eta: 2 days, 3:08:42, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.4426, top5_acc: 0.6926, loss_cls: 2.4327, loss: 2.4327, grad_norm: 2.9149 2021-07-12 13:46:28,296 - mmaction - INFO - Epoch [145][1520/1879] lr: 4.025e-02, eta: 2 days, 3:08:13, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7031, loss_cls: 2.3850, loss: 2.3850, grad_norm: 2.8769 2021-07-12 13:46:45,461 - mmaction - INFO - Epoch [145][1540/1879] lr: 4.025e-02, eta: 2 days, 3:07:49, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.4555, top5_acc: 0.6984, loss_cls: 2.3941, loss: 2.3941, grad_norm: 2.8713 2021-07-12 13:47:02,267 - mmaction - INFO - Epoch [145][1560/1879] lr: 4.025e-02, eta: 2 days, 3:07:22, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7066, loss_cls: 2.3303, loss: 2.3303, grad_norm: 2.8578 2021-07-12 13:47:19,316 - mmaction - INFO - Epoch [145][1580/1879] lr: 4.025e-02, eta: 2 days, 3:06:56, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4660, top5_acc: 0.7027, loss_cls: 2.3762, loss: 2.3762, grad_norm: 2.9585 2021-07-12 13:47:35,930 - mmaction - INFO - Epoch [145][1600/1879] lr: 4.025e-02, eta: 2 days, 3:06:26, time: 0.833, data_time: 0.006, memory: 6454, top1_acc: 0.4746, top5_acc: 0.6914, loss_cls: 2.3597, loss: 2.3597, grad_norm: 2.9004 2021-07-12 13:47:52,703 - mmaction - INFO - Epoch [145][1620/1879] lr: 4.025e-02, eta: 2 days, 3:05:58, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4660, top5_acc: 0.6953, loss_cls: 2.4159, loss: 2.4159, grad_norm: 2.9016 2021-07-12 13:48:09,355 - mmaction - INFO - Epoch [145][1640/1879] lr: 4.025e-02, eta: 2 days, 3:05:28, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.4598, top5_acc: 0.7016, loss_cls: 2.3482, loss: 2.3482, grad_norm: 2.8430 2021-07-12 13:48:26,370 - mmaction - INFO - Epoch [145][1660/1879] lr: 4.025e-02, eta: 2 days, 3:05:03, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.4527, top5_acc: 0.6820, loss_cls: 2.4460, loss: 2.4460, grad_norm: 2.8606 2021-07-12 13:48:43,276 - mmaction - INFO - Epoch [145][1680/1879] lr: 4.025e-02, eta: 2 days, 3:04:36, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7184, loss_cls: 2.2789, loss: 2.2789, grad_norm: 2.8548 2021-07-12 13:49:00,196 - mmaction - INFO - Epoch [145][1700/1879] lr: 4.025e-02, eta: 2 days, 3:04:10, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7164, loss_cls: 2.2921, loss: 2.2921, grad_norm: 2.9507 2021-07-12 13:49:17,169 - mmaction - INFO - Epoch [145][1720/1879] lr: 4.025e-02, eta: 2 days, 3:03:44, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4551, top5_acc: 0.7008, loss_cls: 2.3905, loss: 2.3905, grad_norm: 2.9917 2021-07-12 13:49:33,901 - mmaction - INFO - Epoch [145][1740/1879] lr: 4.025e-02, eta: 2 days, 3:03:16, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.4672, top5_acc: 0.7098, loss_cls: 2.3588, loss: 2.3588, grad_norm: 2.9868 2021-07-12 13:49:50,677 - mmaction - INFO - Epoch [145][1760/1879] lr: 4.025e-02, eta: 2 days, 3:02:48, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.4602, top5_acc: 0.6945, loss_cls: 2.3827, loss: 2.3827, grad_norm: 2.8858 2021-07-12 13:50:07,800 - mmaction - INFO - Epoch [145][1780/1879] lr: 4.025e-02, eta: 2 days, 3:02:24, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.4520, top5_acc: 0.7172, loss_cls: 2.3932, loss: 2.3932, grad_norm: 2.9386 2021-07-12 13:50:24,511 - mmaction - INFO - Epoch [145][1800/1879] lr: 4.025e-02, eta: 2 days, 3:01:56, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.4574, top5_acc: 0.6996, loss_cls: 2.3925, loss: 2.3925, grad_norm: 2.8790 2021-07-12 13:50:41,488 - mmaction - INFO - Epoch [145][1820/1879] lr: 4.025e-02, eta: 2 days, 3:01:30, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4621, top5_acc: 0.7012, loss_cls: 2.3644, loss: 2.3644, grad_norm: 2.8375 2021-07-12 13:50:58,438 - mmaction - INFO - Epoch [145][1840/1879] lr: 4.025e-02, eta: 2 days, 3:01:04, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7203, loss_cls: 2.3380, loss: 2.3380, grad_norm: 2.9176 2021-07-12 13:51:15,321 - mmaction - INFO - Epoch [145][1860/1879] lr: 4.025e-02, eta: 2 days, 3:00:38, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7180, loss_cls: 2.3000, loss: 2.3000, grad_norm: 2.8871 2021-07-12 13:54:26,363 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-12 13:54:27,220 - mmaction - INFO - top1_acc 0.5355 top5_acc 0.7811 2021-07-12 13:54:27,220 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-12 13:54:27,265 - mmaction - INFO - mean_acc 0.5355 2021-07-12 13:54:29,027 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_145.pth. 2021-07-12 13:54:29,028 - mmaction - INFO - Best top1_acc is 0.5355 at 145 epoch. 2021-07-12 13:54:29,036 - mmaction - INFO - Epoch(val) [145][155] top1_acc: 0.5355, top5_acc: 0.7811, mean_class_accuracy: 0.5355 2021-07-12 13:55:20,184 - mmaction - INFO - Epoch [146][20/1879] lr: 3.964e-02, eta: 2 days, 3:03:30, time: 2.556, data_time: 1.531, memory: 6454, top1_acc: 0.4648, top5_acc: 0.7035, loss_cls: 2.3480, loss: 2.3480, grad_norm: 2.9365 2021-07-12 13:55:36,690 - mmaction - INFO - Epoch [146][40/1879] lr: 3.964e-02, eta: 2 days, 3:02:59, time: 0.825, data_time: 0.005, memory: 6454, top1_acc: 0.4676, top5_acc: 0.7156, loss_cls: 2.3207, loss: 2.3207, grad_norm: 2.8810 2021-07-12 13:55:53,110 - mmaction - INFO - Epoch [146][60/1879] lr: 3.964e-02, eta: 2 days, 3:02:26, time: 0.821, data_time: 0.001, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7191, loss_cls: 2.3057, loss: 2.3057, grad_norm: 2.9534 2021-07-12 13:56:09,816 - mmaction - INFO - Epoch [146][80/1879] lr: 3.964e-02, eta: 2 days, 3:01:57, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.4625, top5_acc: 0.6973, loss_cls: 2.3904, loss: 2.3904, grad_norm: 2.9409 2021-07-12 13:56:26,613 - mmaction - INFO - Epoch [146][100/1879] lr: 3.964e-02, eta: 2 days, 3:01:30, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7207, loss_cls: 2.3219, loss: 2.3219, grad_norm: 2.9067 2021-07-12 13:56:43,990 - mmaction - INFO - Epoch [146][120/1879] lr: 3.964e-02, eta: 2 days, 3:01:09, time: 0.866, data_time: 0.005, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7258, loss_cls: 2.2646, loss: 2.2646, grad_norm: 2.8577 2021-07-12 13:57:00,864 - mmaction - INFO - Epoch [146][140/1879] lr: 3.964e-02, eta: 2 days, 3:00:42, time: 0.846, data_time: 0.008, memory: 6454, top1_acc: 0.4660, top5_acc: 0.7004, loss_cls: 2.3486, loss: 2.3486, grad_norm: 2.9018 2021-07-12 13:57:17,835 - mmaction - INFO - Epoch [146][160/1879] lr: 3.964e-02, eta: 2 days, 3:00:16, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4598, top5_acc: 0.6992, loss_cls: 2.3943, loss: 2.3943, grad_norm: 2.8686 2021-07-12 13:57:34,806 - mmaction - INFO - Epoch [146][180/1879] lr: 3.964e-02, eta: 2 days, 2:59:51, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4684, top5_acc: 0.6898, loss_cls: 2.3808, loss: 2.3808, grad_norm: 2.8699 2021-07-12 13:57:51,969 - mmaction - INFO - Epoch [146][200/1879] lr: 3.964e-02, eta: 2 days, 2:59:27, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7297, loss_cls: 2.2698, loss: 2.2698, grad_norm: 2.8472 2021-07-12 13:58:08,611 - mmaction - INFO - Epoch [146][220/1879] lr: 3.964e-02, eta: 2 days, 2:58:58, time: 0.835, data_time: 0.007, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7234, loss_cls: 2.2917, loss: 2.2917, grad_norm: 2.8926 2021-07-12 13:58:25,818 - mmaction - INFO - Epoch [146][240/1879] lr: 3.964e-02, eta: 2 days, 2:58:35, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7164, loss_cls: 2.2793, loss: 2.2793, grad_norm: 2.8413 2021-07-12 13:58:42,566 - mmaction - INFO - Epoch [146][260/1879] lr: 3.964e-02, eta: 2 days, 2:58:07, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.4680, top5_acc: 0.6934, loss_cls: 2.3967, loss: 2.3967, grad_norm: 2.9710 2021-07-12 13:58:59,212 - mmaction - INFO - Epoch [146][280/1879] lr: 3.964e-02, eta: 2 days, 2:57:38, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4672, top5_acc: 0.7039, loss_cls: 2.3491, loss: 2.3491, grad_norm: 2.8720 2021-07-12 13:59:16,094 - mmaction - INFO - Epoch [146][300/1879] lr: 3.964e-02, eta: 2 days, 2:57:12, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7219, loss_cls: 2.2975, loss: 2.2975, grad_norm: 2.8912 2021-07-12 13:59:33,104 - mmaction - INFO - Epoch [146][320/1879] lr: 3.964e-02, eta: 2 days, 2:56:47, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7156, loss_cls: 2.3351, loss: 2.3351, grad_norm: 2.9421 2021-07-12 13:59:50,217 - mmaction - INFO - Epoch [146][340/1879] lr: 3.964e-02, eta: 2 days, 2:56:23, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4582, top5_acc: 0.7047, loss_cls: 2.3763, loss: 2.3763, grad_norm: 2.9637 2021-07-12 14:00:07,054 - mmaction - INFO - Epoch [146][360/1879] lr: 3.964e-02, eta: 2 days, 2:55:56, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7141, loss_cls: 2.2941, loss: 2.2941, grad_norm: 2.8808 2021-07-12 14:00:23,806 - mmaction - INFO - Epoch [146][380/1879] lr: 3.964e-02, eta: 2 days, 2:55:28, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7156, loss_cls: 2.3273, loss: 2.3273, grad_norm: 2.8585 2021-07-12 14:00:40,928 - mmaction - INFO - Epoch [146][400/1879] lr: 3.964e-02, eta: 2 days, 2:55:04, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7105, loss_cls: 2.3400, loss: 2.3400, grad_norm: 2.9029 2021-07-12 14:00:57,684 - mmaction - INFO - Epoch [146][420/1879] lr: 3.964e-02, eta: 2 days, 2:54:37, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7219, loss_cls: 2.2901, loss: 2.2901, grad_norm: 2.9093 2021-07-12 14:01:14,590 - mmaction - INFO - Epoch [146][440/1879] lr: 3.964e-02, eta: 2 days, 2:54:11, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7246, loss_cls: 2.2872, loss: 2.2872, grad_norm: 2.9142 2021-07-12 14:01:31,620 - mmaction - INFO - Epoch [146][460/1879] lr: 3.964e-02, eta: 2 days, 2:53:45, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7148, loss_cls: 2.3223, loss: 2.3223, grad_norm: 2.8770 2021-07-12 14:01:48,619 - mmaction - INFO - Epoch [146][480/1879] lr: 3.964e-02, eta: 2 days, 2:53:21, time: 0.853, data_time: 0.009, memory: 6454, top1_acc: 0.4555, top5_acc: 0.7059, loss_cls: 2.4088, loss: 2.4088, grad_norm: 2.9195 2021-07-12 14:02:05,698 - mmaction - INFO - Epoch [146][500/1879] lr: 3.964e-02, eta: 2 days, 2:52:57, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7051, loss_cls: 2.3698, loss: 2.3698, grad_norm: 2.9865 2021-07-12 14:02:22,543 - mmaction - INFO - Epoch [146][520/1879] lr: 3.964e-02, eta: 2 days, 2:52:31, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7207, loss_cls: 2.3159, loss: 2.3159, grad_norm: 2.8822 2021-07-12 14:02:39,634 - mmaction - INFO - Epoch [146][540/1879] lr: 3.964e-02, eta: 2 days, 2:52:07, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.4680, top5_acc: 0.6859, loss_cls: 2.3850, loss: 2.3850, grad_norm: 2.9722 2021-07-12 14:02:56,442 - mmaction - INFO - Epoch [146][560/1879] lr: 3.964e-02, eta: 2 days, 2:51:39, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4613, top5_acc: 0.7125, loss_cls: 2.3152, loss: 2.3152, grad_norm: 2.9421 2021-07-12 14:03:13,394 - mmaction - INFO - Epoch [146][580/1879] lr: 3.964e-02, eta: 2 days, 2:51:14, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7152, loss_cls: 2.2919, loss: 2.2919, grad_norm: 2.8343 2021-07-12 14:03:30,329 - mmaction - INFO - Epoch [146][600/1879] lr: 3.964e-02, eta: 2 days, 2:50:49, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7277, loss_cls: 2.2212, loss: 2.2212, grad_norm: 2.8268 2021-07-12 14:03:47,379 - mmaction - INFO - Epoch [146][620/1879] lr: 3.964e-02, eta: 2 days, 2:50:25, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7066, loss_cls: 2.3630, loss: 2.3630, grad_norm: 3.0206 2021-07-12 14:04:04,061 - mmaction - INFO - Epoch [146][640/1879] lr: 3.964e-02, eta: 2 days, 2:49:56, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.4582, top5_acc: 0.7195, loss_cls: 2.3685, loss: 2.3685, grad_norm: 3.0410 2021-07-12 14:04:21,285 - mmaction - INFO - Epoch [146][660/1879] lr: 3.964e-02, eta: 2 days, 2:49:34, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.4586, top5_acc: 0.7113, loss_cls: 2.3816, loss: 2.3816, grad_norm: 2.9965 2021-07-12 14:04:38,243 - mmaction - INFO - Epoch [146][680/1879] lr: 3.964e-02, eta: 2 days, 2:49:09, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7195, loss_cls: 2.2753, loss: 2.2753, grad_norm: 2.9131 2021-07-12 14:04:55,391 - mmaction - INFO - Epoch [146][700/1879] lr: 3.964e-02, eta: 2 days, 2:48:46, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.4660, top5_acc: 0.7066, loss_cls: 2.3715, loss: 2.3715, grad_norm: 2.9470 2021-07-12 14:05:12,325 - mmaction - INFO - Epoch [146][720/1879] lr: 3.964e-02, eta: 2 days, 2:48:21, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7105, loss_cls: 2.3221, loss: 2.3221, grad_norm: 2.8899 2021-07-12 14:05:29,518 - mmaction - INFO - Epoch [146][740/1879] lr: 3.964e-02, eta: 2 days, 2:47:58, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7102, loss_cls: 2.2917, loss: 2.2917, grad_norm: 2.9030 2021-07-12 14:05:46,435 - mmaction - INFO - Epoch [146][760/1879] lr: 3.964e-02, eta: 2 days, 2:47:33, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4676, top5_acc: 0.6996, loss_cls: 2.3641, loss: 2.3641, grad_norm: 2.9389 2021-07-12 14:06:03,236 - mmaction - INFO - Epoch [146][780/1879] lr: 3.964e-02, eta: 2 days, 2:47:05, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7133, loss_cls: 2.2924, loss: 2.2924, grad_norm: 2.8891 2021-07-12 14:06:19,998 - mmaction - INFO - Epoch [146][800/1879] lr: 3.964e-02, eta: 2 days, 2:46:38, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7207, loss_cls: 2.2754, loss: 2.2754, grad_norm: 2.8463 2021-07-12 14:06:37,096 - mmaction - INFO - Epoch [146][820/1879] lr: 3.964e-02, eta: 2 days, 2:46:14, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7070, loss_cls: 2.3547, loss: 2.3547, grad_norm: 2.8999 2021-07-12 14:06:54,044 - mmaction - INFO - Epoch [146][840/1879] lr: 3.964e-02, eta: 2 days, 2:45:49, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7059, loss_cls: 2.3643, loss: 2.3643, grad_norm: 2.9842 2021-07-12 14:07:10,915 - mmaction - INFO - Epoch [146][860/1879] lr: 3.964e-02, eta: 2 days, 2:45:24, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7016, loss_cls: 2.3624, loss: 2.3624, grad_norm: 2.9285 2021-07-12 14:07:27,619 - mmaction - INFO - Epoch [146][880/1879] lr: 3.964e-02, eta: 2 days, 2:44:55, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.4754, top5_acc: 0.6996, loss_cls: 2.3741, loss: 2.3741, grad_norm: 2.8933 2021-07-12 14:07:44,356 - mmaction - INFO - Epoch [146][900/1879] lr: 3.964e-02, eta: 2 days, 2:44:28, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.4574, top5_acc: 0.7090, loss_cls: 2.3686, loss: 2.3686, grad_norm: 2.9384 2021-07-12 14:08:01,246 - mmaction - INFO - Epoch [146][920/1879] lr: 3.964e-02, eta: 2 days, 2:44:02, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7078, loss_cls: 2.3653, loss: 2.3653, grad_norm: 2.9083 2021-07-12 14:08:18,393 - mmaction - INFO - Epoch [146][940/1879] lr: 3.964e-02, eta: 2 days, 2:43:39, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.4555, top5_acc: 0.6855, loss_cls: 2.4349, loss: 2.4349, grad_norm: 2.9922 2021-07-12 14:08:35,155 - mmaction - INFO - Epoch [146][960/1879] lr: 3.964e-02, eta: 2 days, 2:43:12, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7105, loss_cls: 2.2957, loss: 2.2957, grad_norm: 2.8782 2021-07-12 14:08:52,298 - mmaction - INFO - Epoch [146][980/1879] lr: 3.964e-02, eta: 2 days, 2:42:49, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.4539, top5_acc: 0.7016, loss_cls: 2.3693, loss: 2.3693, grad_norm: 2.8760 2021-07-12 14:09:09,081 - mmaction - INFO - Epoch [146][1000/1879] lr: 3.964e-02, eta: 2 days, 2:42:22, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.4621, top5_acc: 0.7051, loss_cls: 2.3538, loss: 2.3538, grad_norm: 2.8976 2021-07-12 14:09:25,898 - mmaction - INFO - Epoch [146][1020/1879] lr: 3.964e-02, eta: 2 days, 2:41:56, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.4645, top5_acc: 0.7145, loss_cls: 2.3222, loss: 2.3222, grad_norm: 2.9669 2021-07-12 14:09:42,937 - mmaction - INFO - Epoch [146][1040/1879] lr: 3.964e-02, eta: 2 days, 2:41:31, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7129, loss_cls: 2.3524, loss: 2.3524, grad_norm: 2.9836 2021-07-12 14:09:59,972 - mmaction - INFO - Epoch [146][1060/1879] lr: 3.964e-02, eta: 2 days, 2:41:08, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7063, loss_cls: 2.3227, loss: 2.3227, grad_norm: 2.8715 2021-07-12 14:10:16,775 - mmaction - INFO - Epoch [146][1080/1879] lr: 3.964e-02, eta: 2 days, 2:40:40, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.4543, top5_acc: 0.6961, loss_cls: 2.3816, loss: 2.3816, grad_norm: 2.9382 2021-07-12 14:10:33,484 - mmaction - INFO - Epoch [146][1100/1879] lr: 3.964e-02, eta: 2 days, 2:40:13, time: 0.839, data_time: 0.007, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7191, loss_cls: 2.2892, loss: 2.2892, grad_norm: 2.8876 2021-07-12 14:10:50,143 - mmaction - INFO - Epoch [146][1120/1879] lr: 3.964e-02, eta: 2 days, 2:39:45, time: 0.834, data_time: 0.006, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7105, loss_cls: 2.3029, loss: 2.3029, grad_norm: 2.8955 2021-07-12 14:11:06,910 - mmaction - INFO - Epoch [146][1140/1879] lr: 3.964e-02, eta: 2 days, 2:39:18, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7168, loss_cls: 2.3306, loss: 2.3306, grad_norm: 2.9165 2021-07-12 14:11:23,633 - mmaction - INFO - Epoch [146][1160/1879] lr: 3.964e-02, eta: 2 days, 2:38:51, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.4656, top5_acc: 0.7043, loss_cls: 2.3704, loss: 2.3704, grad_norm: 2.9855 2021-07-12 14:11:40,685 - mmaction - INFO - Epoch [146][1180/1879] lr: 3.964e-02, eta: 2 days, 2:38:27, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7133, loss_cls: 2.3662, loss: 2.3662, grad_norm: 2.9315 2021-07-12 14:11:57,743 - mmaction - INFO - Epoch [146][1200/1879] lr: 3.964e-02, eta: 2 days, 2:38:03, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.4613, top5_acc: 0.6910, loss_cls: 2.3819, loss: 2.3819, grad_norm: 2.9353 2021-07-12 14:12:14,504 - mmaction - INFO - Epoch [146][1220/1879] lr: 3.964e-02, eta: 2 days, 2:37:37, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4648, top5_acc: 0.7066, loss_cls: 2.3326, loss: 2.3326, grad_norm: 2.8306 2021-07-12 14:12:31,521 - mmaction - INFO - Epoch [146][1240/1879] lr: 3.964e-02, eta: 2 days, 2:37:13, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4656, top5_acc: 0.7090, loss_cls: 2.3519, loss: 2.3519, grad_norm: 2.8416 2021-07-12 14:12:48,261 - mmaction - INFO - Epoch [146][1260/1879] lr: 3.964e-02, eta: 2 days, 2:36:45, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7297, loss_cls: 2.2154, loss: 2.2154, grad_norm: 2.8874 2021-07-12 14:13:05,435 - mmaction - INFO - Epoch [146][1280/1879] lr: 3.964e-02, eta: 2 days, 2:36:23, time: 0.859, data_time: 0.002, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7207, loss_cls: 2.3457, loss: 2.3457, grad_norm: 2.9883 2021-07-12 14:13:22,560 - mmaction - INFO - Epoch [146][1300/1879] lr: 3.964e-02, eta: 2 days, 2:36:00, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4590, top5_acc: 0.6941, loss_cls: 2.3959, loss: 2.3959, grad_norm: 2.9079 2021-07-12 14:13:39,495 - mmaction - INFO - Epoch [146][1320/1879] lr: 3.964e-02, eta: 2 days, 2:35:36, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7211, loss_cls: 2.2983, loss: 2.2983, grad_norm: 2.9349 2021-07-12 14:13:56,206 - mmaction - INFO - Epoch [146][1340/1879] lr: 3.964e-02, eta: 2 days, 2:35:08, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.4574, top5_acc: 0.6918, loss_cls: 2.3986, loss: 2.3986, grad_norm: 2.9366 2021-07-12 14:14:12,915 - mmaction - INFO - Epoch [146][1360/1879] lr: 3.964e-02, eta: 2 days, 2:34:41, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7117, loss_cls: 2.3307, loss: 2.3307, grad_norm: 2.8862 2021-07-12 14:14:29,701 - mmaction - INFO - Epoch [146][1380/1879] lr: 3.964e-02, eta: 2 days, 2:34:14, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4629, top5_acc: 0.7152, loss_cls: 2.3492, loss: 2.3492, grad_norm: 2.9250 2021-07-12 14:14:46,664 - mmaction - INFO - Epoch [146][1400/1879] lr: 3.964e-02, eta: 2 days, 2:33:50, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7176, loss_cls: 2.3251, loss: 2.3251, grad_norm: 2.9445 2021-07-12 14:15:04,071 - mmaction - INFO - Epoch [146][1420/1879] lr: 3.964e-02, eta: 2 days, 2:33:30, time: 0.869, data_time: 0.002, memory: 6454, top1_acc: 0.4613, top5_acc: 0.6953, loss_cls: 2.4100, loss: 2.4100, grad_norm: 2.9277 2021-07-12 14:15:21,542 - mmaction - INFO - Epoch [146][1440/1879] lr: 3.964e-02, eta: 2 days, 2:33:12, time: 0.875, data_time: 0.003, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7059, loss_cls: 2.3191, loss: 2.3191, grad_norm: 2.9496 2021-07-12 14:15:38,217 - mmaction - INFO - Epoch [146][1460/1879] lr: 3.964e-02, eta: 2 days, 2:32:44, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.4590, top5_acc: 0.6996, loss_cls: 2.4022, loss: 2.4022, grad_norm: 2.9800 2021-07-12 14:15:54,996 - mmaction - INFO - Epoch [146][1480/1879] lr: 3.964e-02, eta: 2 days, 2:32:17, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7066, loss_cls: 2.3421, loss: 2.3421, grad_norm: 2.9113 2021-07-12 14:16:11,754 - mmaction - INFO - Epoch [146][1500/1879] lr: 3.964e-02, eta: 2 days, 2:31:51, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.4672, top5_acc: 0.7043, loss_cls: 2.3431, loss: 2.3431, grad_norm: 2.9524 2021-07-12 14:16:28,771 - mmaction - INFO - Epoch [146][1520/1879] lr: 3.964e-02, eta: 2 days, 2:31:27, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4613, top5_acc: 0.6953, loss_cls: 2.4119, loss: 2.4119, grad_norm: 2.9347 2021-07-12 14:16:45,681 - mmaction - INFO - Epoch [146][1540/1879] lr: 3.964e-02, eta: 2 days, 2:31:02, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7059, loss_cls: 2.3425, loss: 2.3425, grad_norm: 2.9258 2021-07-12 14:17:02,625 - mmaction - INFO - Epoch [146][1560/1879] lr: 3.964e-02, eta: 2 days, 2:30:38, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.4602, top5_acc: 0.7035, loss_cls: 2.3351, loss: 2.3351, grad_norm: 2.9361 2021-07-12 14:17:20,093 - mmaction - INFO - Epoch [146][1580/1879] lr: 3.964e-02, eta: 2 days, 2:30:18, time: 0.868, data_time: 0.001, memory: 6454, top1_acc: 0.4477, top5_acc: 0.6855, loss_cls: 2.4608, loss: 2.4608, grad_norm: 2.8883 2021-07-12 14:17:37,172 - mmaction - INFO - Epoch [146][1600/1879] lr: 3.964e-02, eta: 2 days, 2:29:56, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7070, loss_cls: 2.3075, loss: 2.3075, grad_norm: 2.9110 2021-07-12 14:17:54,165 - mmaction - INFO - Epoch [146][1620/1879] lr: 3.964e-02, eta: 2 days, 2:29:31, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.4520, top5_acc: 0.6922, loss_cls: 2.4456, loss: 2.4456, grad_norm: 2.9566 2021-07-12 14:18:10,866 - mmaction - INFO - Epoch [146][1640/1879] lr: 3.964e-02, eta: 2 days, 2:29:05, time: 0.841, data_time: 0.007, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7133, loss_cls: 2.3214, loss: 2.3214, grad_norm: 2.9367 2021-07-12 14:18:27,539 - mmaction - INFO - Epoch [146][1660/1879] lr: 3.964e-02, eta: 2 days, 2:28:37, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7109, loss_cls: 2.3779, loss: 2.3779, grad_norm: 2.9113 2021-07-12 14:18:44,465 - mmaction - INFO - Epoch [146][1680/1879] lr: 3.964e-02, eta: 2 days, 2:28:12, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.4594, top5_acc: 0.7113, loss_cls: 2.3284, loss: 2.3284, grad_norm: 2.8717 2021-07-12 14:19:01,532 - mmaction - INFO - Epoch [146][1700/1879] lr: 3.964e-02, eta: 2 days, 2:27:49, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7371, loss_cls: 2.1799, loss: 2.1799, grad_norm: 2.9940 2021-07-12 14:19:18,478 - mmaction - INFO - Epoch [146][1720/1879] lr: 3.964e-02, eta: 2 days, 2:27:25, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7051, loss_cls: 2.3470, loss: 2.3470, grad_norm: 2.9956 2021-07-12 14:19:35,302 - mmaction - INFO - Epoch [146][1740/1879] lr: 3.964e-02, eta: 2 days, 2:26:59, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4492, top5_acc: 0.6770, loss_cls: 2.5115, loss: 2.5115, grad_norm: 2.9918 2021-07-12 14:19:52,237 - mmaction - INFO - Epoch [146][1760/1879] lr: 3.964e-02, eta: 2 days, 2:26:35, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7074, loss_cls: 2.3631, loss: 2.3631, grad_norm: 2.8689 2021-07-12 14:20:08,882 - mmaction - INFO - Epoch [146][1780/1879] lr: 3.964e-02, eta: 2 days, 2:26:07, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.4445, top5_acc: 0.6871, loss_cls: 2.4408, loss: 2.4408, grad_norm: 2.9653 2021-07-12 14:20:25,835 - mmaction - INFO - Epoch [146][1800/1879] lr: 3.964e-02, eta: 2 days, 2:25:43, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7000, loss_cls: 2.3972, loss: 2.3972, grad_norm: 2.9439 2021-07-12 14:20:42,515 - mmaction - INFO - Epoch [146][1820/1879] lr: 3.964e-02, eta: 2 days, 2:25:15, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4656, top5_acc: 0.7008, loss_cls: 2.3685, loss: 2.3685, grad_norm: 2.9575 2021-07-12 14:20:59,542 - mmaction - INFO - Epoch [146][1840/1879] lr: 3.964e-02, eta: 2 days, 2:24:52, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7023, loss_cls: 2.3500, loss: 2.3500, grad_norm: 2.9153 2021-07-12 14:21:16,637 - mmaction - INFO - Epoch [146][1860/1879] lr: 3.964e-02, eta: 2 days, 2:24:29, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7027, loss_cls: 2.3798, loss: 2.3798, grad_norm: 2.8575 2021-07-12 14:22:27,685 - mmaction - INFO - Epoch [147][20/1879] lr: 3.904e-02, eta: 2 days, 2:27:38, time: 2.727, data_time: 1.749, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7219, loss_cls: 2.3245, loss: 2.3245, grad_norm: 2.9202 2021-07-12 14:22:44,230 - mmaction - INFO - Epoch [147][40/1879] lr: 3.904e-02, eta: 2 days, 2:27:09, time: 0.827, data_time: 0.005, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7270, loss_cls: 2.2723, loss: 2.2723, grad_norm: 2.8904 2021-07-12 14:23:00,767 - mmaction - INFO - Epoch [147][60/1879] lr: 3.904e-02, eta: 2 days, 2:26:40, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7047, loss_cls: 2.3283, loss: 2.3283, grad_norm: 2.8967 2021-07-12 14:23:17,411 - mmaction - INFO - Epoch [147][80/1879] lr: 3.904e-02, eta: 2 days, 2:26:13, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7137, loss_cls: 2.3521, loss: 2.3521, grad_norm: 2.9665 2021-07-12 14:23:34,067 - mmaction - INFO - Epoch [147][100/1879] lr: 3.904e-02, eta: 2 days, 2:25:45, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7207, loss_cls: 2.2381, loss: 2.2381, grad_norm: 2.8895 2021-07-12 14:23:50,718 - mmaction - INFO - Epoch [147][120/1879] lr: 3.904e-02, eta: 2 days, 2:25:17, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7199, loss_cls: 2.2723, loss: 2.2723, grad_norm: 2.9352 2021-07-12 14:24:07,393 - mmaction - INFO - Epoch [147][140/1879] lr: 3.904e-02, eta: 2 days, 2:24:49, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7180, loss_cls: 2.2880, loss: 2.2880, grad_norm: 2.9633 2021-07-12 14:24:24,409 - mmaction - INFO - Epoch [147][160/1879] lr: 3.904e-02, eta: 2 days, 2:24:26, time: 0.853, data_time: 0.009, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7031, loss_cls: 2.3592, loss: 2.3592, grad_norm: 2.9613 2021-07-12 14:24:41,468 - mmaction - INFO - Epoch [147][180/1879] lr: 3.904e-02, eta: 2 days, 2:24:03, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4547, top5_acc: 0.6914, loss_cls: 2.3810, loss: 2.3810, grad_norm: 2.9435 2021-07-12 14:24:58,230 - mmaction - INFO - Epoch [147][200/1879] lr: 3.904e-02, eta: 2 days, 2:23:37, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7125, loss_cls: 2.3125, loss: 2.3125, grad_norm: 2.9406 2021-07-12 14:25:15,186 - mmaction - INFO - Epoch [147][220/1879] lr: 3.904e-02, eta: 2 days, 2:23:12, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7113, loss_cls: 2.3385, loss: 2.3385, grad_norm: 2.9328 2021-07-12 14:25:32,221 - mmaction - INFO - Epoch [147][240/1879] lr: 3.904e-02, eta: 2 days, 2:22:49, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7148, loss_cls: 2.3301, loss: 2.3301, grad_norm: 2.9563 2021-07-12 14:25:48,902 - mmaction - INFO - Epoch [147][260/1879] lr: 3.904e-02, eta: 2 days, 2:22:22, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7109, loss_cls: 2.3093, loss: 2.3093, grad_norm: 2.8348 2021-07-12 14:26:05,930 - mmaction - INFO - Epoch [147][280/1879] lr: 3.904e-02, eta: 2 days, 2:21:58, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7316, loss_cls: 2.2283, loss: 2.2283, grad_norm: 2.9124 2021-07-12 14:26:23,084 - mmaction - INFO - Epoch [147][300/1879] lr: 3.904e-02, eta: 2 days, 2:21:36, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.4758, top5_acc: 0.7160, loss_cls: 2.2895, loss: 2.2895, grad_norm: 2.9475 2021-07-12 14:26:40,202 - mmaction - INFO - Epoch [147][320/1879] lr: 3.904e-02, eta: 2 days, 2:21:13, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7074, loss_cls: 2.3229, loss: 2.3229, grad_norm: 2.9555 2021-07-12 14:26:57,212 - mmaction - INFO - Epoch [147][340/1879] lr: 3.904e-02, eta: 2 days, 2:20:50, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4484, top5_acc: 0.6992, loss_cls: 2.4289, loss: 2.4289, grad_norm: 2.9811 2021-07-12 14:27:14,232 - mmaction - INFO - Epoch [147][360/1879] lr: 3.904e-02, eta: 2 days, 2:20:27, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7066, loss_cls: 2.3331, loss: 2.3331, grad_norm: 2.9156 2021-07-12 14:27:31,180 - mmaction - INFO - Epoch [147][380/1879] lr: 3.904e-02, eta: 2 days, 2:20:02, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7055, loss_cls: 2.3217, loss: 2.3217, grad_norm: 2.9557 2021-07-12 14:27:48,088 - mmaction - INFO - Epoch [147][400/1879] lr: 3.904e-02, eta: 2 days, 2:19:38, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7219, loss_cls: 2.2783, loss: 2.2783, grad_norm: 2.9178 2021-07-12 14:28:05,139 - mmaction - INFO - Epoch [147][420/1879] lr: 3.904e-02, eta: 2 days, 2:19:15, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7148, loss_cls: 2.2763, loss: 2.2763, grad_norm: 2.9337 2021-07-12 14:28:22,017 - mmaction - INFO - Epoch [147][440/1879] lr: 3.904e-02, eta: 2 days, 2:18:50, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7113, loss_cls: 2.2619, loss: 2.2619, grad_norm: 2.9332 2021-07-12 14:28:38,934 - mmaction - INFO - Epoch [147][460/1879] lr: 3.904e-02, eta: 2 days, 2:18:25, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7215, loss_cls: 2.2782, loss: 2.2782, grad_norm: 2.9468 2021-07-12 14:28:56,100 - mmaction - INFO - Epoch [147][480/1879] lr: 3.904e-02, eta: 2 days, 2:18:04, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7285, loss_cls: 2.2439, loss: 2.2439, grad_norm: 2.9211 2021-07-12 14:29:13,155 - mmaction - INFO - Epoch [147][500/1879] lr: 3.904e-02, eta: 2 days, 2:17:40, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.4551, top5_acc: 0.7105, loss_cls: 2.3747, loss: 2.3747, grad_norm: 3.1043 2021-07-12 14:29:30,205 - mmaction - INFO - Epoch [147][520/1879] lr: 3.904e-02, eta: 2 days, 2:17:18, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.4613, top5_acc: 0.7012, loss_cls: 2.3823, loss: 2.3823, grad_norm: 2.9933 2021-07-12 14:29:47,251 - mmaction - INFO - Epoch [147][540/1879] lr: 3.904e-02, eta: 2 days, 2:16:54, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7070, loss_cls: 2.3499, loss: 2.3499, grad_norm: 2.9728 2021-07-12 14:30:04,427 - mmaction - INFO - Epoch [147][560/1879] lr: 3.904e-02, eta: 2 days, 2:16:32, time: 0.858, data_time: 0.002, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7180, loss_cls: 2.2808, loss: 2.2808, grad_norm: 2.9633 2021-07-12 14:30:21,264 - mmaction - INFO - Epoch [147][580/1879] lr: 3.904e-02, eta: 2 days, 2:16:07, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7184, loss_cls: 2.2942, loss: 2.2942, grad_norm: 2.9710 2021-07-12 14:30:38,440 - mmaction - INFO - Epoch [147][600/1879] lr: 3.904e-02, eta: 2 days, 2:15:46, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7133, loss_cls: 2.2827, loss: 2.2827, grad_norm: 2.8681 2021-07-12 14:30:55,544 - mmaction - INFO - Epoch [147][620/1879] lr: 3.904e-02, eta: 2 days, 2:15:24, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7059, loss_cls: 2.2967, loss: 2.2967, grad_norm: 2.8695 2021-07-12 14:31:12,496 - mmaction - INFO - Epoch [147][640/1879] lr: 3.904e-02, eta: 2 days, 2:15:00, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7250, loss_cls: 2.2492, loss: 2.2492, grad_norm: 2.9351 2021-07-12 14:31:29,525 - mmaction - INFO - Epoch [147][660/1879] lr: 3.904e-02, eta: 2 days, 2:14:36, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4699, top5_acc: 0.6980, loss_cls: 2.3966, loss: 2.3966, grad_norm: 2.9493 2021-07-12 14:31:46,502 - mmaction - INFO - Epoch [147][680/1879] lr: 3.904e-02, eta: 2 days, 2:14:13, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4672, top5_acc: 0.6988, loss_cls: 2.3234, loss: 2.3234, grad_norm: 2.9279 2021-07-12 14:32:03,542 - mmaction - INFO - Epoch [147][700/1879] lr: 3.904e-02, eta: 2 days, 2:13:50, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.4648, top5_acc: 0.7035, loss_cls: 2.3862, loss: 2.3862, grad_norm: 2.9244 2021-07-12 14:32:20,334 - mmaction - INFO - Epoch [147][720/1879] lr: 3.904e-02, eta: 2 days, 2:13:24, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7137, loss_cls: 2.2969, loss: 2.2969, grad_norm: 2.9652 2021-07-12 14:32:37,523 - mmaction - INFO - Epoch [147][740/1879] lr: 3.904e-02, eta: 2 days, 2:13:03, time: 0.861, data_time: 0.002, memory: 6454, top1_acc: 0.4672, top5_acc: 0.6996, loss_cls: 2.3370, loss: 2.3370, grad_norm: 2.9238 2021-07-12 14:32:54,575 - mmaction - INFO - Epoch [147][760/1879] lr: 3.904e-02, eta: 2 days, 2:12:39, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7230, loss_cls: 2.2829, loss: 2.2829, grad_norm: 2.9711 2021-07-12 14:33:11,147 - mmaction - INFO - Epoch [147][780/1879] lr: 3.904e-02, eta: 2 days, 2:12:12, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7152, loss_cls: 2.3386, loss: 2.3386, grad_norm: 2.9517 2021-07-12 14:33:28,242 - mmaction - INFO - Epoch [147][800/1879] lr: 3.904e-02, eta: 2 days, 2:11:50, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.4602, top5_acc: 0.6973, loss_cls: 2.3706, loss: 2.3706, grad_norm: 2.9312 2021-07-12 14:33:45,300 - mmaction - INFO - Epoch [147][820/1879] lr: 3.904e-02, eta: 2 days, 2:11:26, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4621, top5_acc: 0.6996, loss_cls: 2.3684, loss: 2.3684, grad_norm: 2.9656 2021-07-12 14:34:02,253 - mmaction - INFO - Epoch [147][840/1879] lr: 3.904e-02, eta: 2 days, 2:11:03, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7289, loss_cls: 2.2397, loss: 2.2397, grad_norm: 2.9628 2021-07-12 14:34:19,202 - mmaction - INFO - Epoch [147][860/1879] lr: 3.904e-02, eta: 2 days, 2:10:39, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7230, loss_cls: 2.2707, loss: 2.2707, grad_norm: 2.9787 2021-07-12 14:34:36,273 - mmaction - INFO - Epoch [147][880/1879] lr: 3.904e-02, eta: 2 days, 2:10:16, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4621, top5_acc: 0.7262, loss_cls: 2.2911, loss: 2.2911, grad_norm: 3.0464 2021-07-12 14:34:53,231 - mmaction - INFO - Epoch [147][900/1879] lr: 3.904e-02, eta: 2 days, 2:09:53, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7125, loss_cls: 2.3212, loss: 2.3212, grad_norm: 2.9381 2021-07-12 14:35:09,878 - mmaction - INFO - Epoch [147][920/1879] lr: 3.904e-02, eta: 2 days, 2:09:25, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.4629, top5_acc: 0.7125, loss_cls: 2.3393, loss: 2.3393, grad_norm: 2.9495 2021-07-12 14:35:26,605 - mmaction - INFO - Epoch [147][940/1879] lr: 3.904e-02, eta: 2 days, 2:08:59, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7078, loss_cls: 2.3389, loss: 2.3389, grad_norm: 2.9269 2021-07-12 14:35:43,403 - mmaction - INFO - Epoch [147][960/1879] lr: 3.904e-02, eta: 2 days, 2:08:34, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4754, top5_acc: 0.6996, loss_cls: 2.3229, loss: 2.3229, grad_norm: 3.0031 2021-07-12 14:36:00,382 - mmaction - INFO - Epoch [147][980/1879] lr: 3.904e-02, eta: 2 days, 2:08:11, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7039, loss_cls: 2.3370, loss: 2.3370, grad_norm: 3.0041 2021-07-12 14:36:17,601 - mmaction - INFO - Epoch [147][1000/1879] lr: 3.904e-02, eta: 2 days, 2:07:49, time: 0.858, data_time: 0.001, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7141, loss_cls: 2.2857, loss: 2.2857, grad_norm: 2.9295 2021-07-12 14:36:34,577 - mmaction - INFO - Epoch [147][1020/1879] lr: 3.904e-02, eta: 2 days, 2:07:26, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4664, top5_acc: 0.7098, loss_cls: 2.3394, loss: 2.3394, grad_norm: 3.0377 2021-07-12 14:36:51,451 - mmaction - INFO - Epoch [147][1040/1879] lr: 3.904e-02, eta: 2 days, 2:07:01, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7172, loss_cls: 2.3072, loss: 2.3072, grad_norm: 2.9917 2021-07-12 14:37:08,427 - mmaction - INFO - Epoch [147][1060/1879] lr: 3.904e-02, eta: 2 days, 2:06:38, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4613, top5_acc: 0.7078, loss_cls: 2.3328, loss: 2.3328, grad_norm: 3.0211 2021-07-12 14:37:25,518 - mmaction - INFO - Epoch [147][1080/1879] lr: 3.904e-02, eta: 2 days, 2:06:16, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7105, loss_cls: 2.3848, loss: 2.3848, grad_norm: 2.9980 2021-07-12 14:37:42,455 - mmaction - INFO - Epoch [147][1100/1879] lr: 3.904e-02, eta: 2 days, 2:05:52, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4797, top5_acc: 0.6992, loss_cls: 2.3490, loss: 2.3490, grad_norm: 2.8339 2021-07-12 14:37:59,602 - mmaction - INFO - Epoch [147][1120/1879] lr: 3.904e-02, eta: 2 days, 2:05:30, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7117, loss_cls: 2.3296, loss: 2.3296, grad_norm: 2.9076 2021-07-12 14:38:16,667 - mmaction - INFO - Epoch [147][1140/1879] lr: 3.904e-02, eta: 2 days, 2:05:07, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7078, loss_cls: 2.3734, loss: 2.3734, grad_norm: 2.9242 2021-07-12 14:38:33,593 - mmaction - INFO - Epoch [147][1160/1879] lr: 3.904e-02, eta: 2 days, 2:04:44, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.4895, top5_acc: 0.6988, loss_cls: 2.3156, loss: 2.3156, grad_norm: 2.9569 2021-07-12 14:38:50,403 - mmaction - INFO - Epoch [147][1180/1879] lr: 3.904e-02, eta: 2 days, 2:04:19, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7109, loss_cls: 2.3250, loss: 2.3250, grad_norm: 2.9253 2021-07-12 14:39:07,267 - mmaction - INFO - Epoch [147][1200/1879] lr: 3.904e-02, eta: 2 days, 2:03:54, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7230, loss_cls: 2.3042, loss: 2.3042, grad_norm: 2.9586 2021-07-12 14:39:24,380 - mmaction - INFO - Epoch [147][1220/1879] lr: 3.904e-02, eta: 2 days, 2:03:32, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7070, loss_cls: 2.3261, loss: 2.3261, grad_norm: 3.0266 2021-07-12 14:39:41,500 - mmaction - INFO - Epoch [147][1240/1879] lr: 3.904e-02, eta: 2 days, 2:03:11, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.4656, top5_acc: 0.7027, loss_cls: 2.3862, loss: 2.3862, grad_norm: 2.9703 2021-07-12 14:39:58,248 - mmaction - INFO - Epoch [147][1260/1879] lr: 3.904e-02, eta: 2 days, 2:02:45, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.4598, top5_acc: 0.7117, loss_cls: 2.3492, loss: 2.3492, grad_norm: 2.9320 2021-07-12 14:40:15,110 - mmaction - INFO - Epoch [147][1280/1879] lr: 3.904e-02, eta: 2 days, 2:02:20, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7082, loss_cls: 2.3622, loss: 2.3622, grad_norm: 3.0128 2021-07-12 14:40:31,959 - mmaction - INFO - Epoch [147][1300/1879] lr: 3.904e-02, eta: 2 days, 2:01:56, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7172, loss_cls: 2.3571, loss: 2.3571, grad_norm: 2.9666 2021-07-12 14:40:48,908 - mmaction - INFO - Epoch [147][1320/1879] lr: 3.904e-02, eta: 2 days, 2:01:32, time: 0.848, data_time: 0.007, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7148, loss_cls: 2.3072, loss: 2.3072, grad_norm: 2.9409 2021-07-12 14:41:05,760 - mmaction - INFO - Epoch [147][1340/1879] lr: 3.904e-02, eta: 2 days, 2:01:08, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.4480, top5_acc: 0.6895, loss_cls: 2.4850, loss: 2.4850, grad_norm: 3.0154 2021-07-12 14:41:22,385 - mmaction - INFO - Epoch [147][1360/1879] lr: 3.904e-02, eta: 2 days, 2:00:41, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.4688, top5_acc: 0.7133, loss_cls: 2.3500, loss: 2.3500, grad_norm: 2.8984 2021-07-12 14:41:39,567 - mmaction - INFO - Epoch [147][1380/1879] lr: 3.904e-02, eta: 2 days, 2:00:19, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.4480, top5_acc: 0.6824, loss_cls: 2.4731, loss: 2.4731, grad_norm: 2.8917 2021-07-12 14:41:56,168 - mmaction - INFO - Epoch [147][1400/1879] lr: 3.904e-02, eta: 2 days, 1:59:53, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.4750, top5_acc: 0.6961, loss_cls: 2.3638, loss: 2.3638, grad_norm: 2.9407 2021-07-12 14:42:12,760 - mmaction - INFO - Epoch [147][1420/1879] lr: 3.904e-02, eta: 2 days, 1:59:25, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7102, loss_cls: 2.3468, loss: 2.3468, grad_norm: 2.9143 2021-07-12 14:42:29,544 - mmaction - INFO - Epoch [147][1440/1879] lr: 3.904e-02, eta: 2 days, 1:59:00, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.4676, top5_acc: 0.7051, loss_cls: 2.3511, loss: 2.3511, grad_norm: 2.9594 2021-07-12 14:42:46,277 - mmaction - INFO - Epoch [147][1460/1879] lr: 3.904e-02, eta: 2 days, 1:58:35, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4578, top5_acc: 0.7109, loss_cls: 2.3958, loss: 2.3958, grad_norm: 3.0564 2021-07-12 14:43:03,057 - mmaction - INFO - Epoch [147][1480/1879] lr: 3.904e-02, eta: 2 days, 1:58:10, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7090, loss_cls: 2.3506, loss: 2.3506, grad_norm: 2.9502 2021-07-12 14:43:19,830 - mmaction - INFO - Epoch [147][1500/1879] lr: 3.904e-02, eta: 2 days, 1:57:44, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.4613, top5_acc: 0.7098, loss_cls: 2.4166, loss: 2.4166, grad_norm: 3.0324 2021-07-12 14:43:36,651 - mmaction - INFO - Epoch [147][1520/1879] lr: 3.904e-02, eta: 2 days, 1:57:20, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4590, top5_acc: 0.7078, loss_cls: 2.3618, loss: 2.3618, grad_norm: 2.9650 2021-07-12 14:43:53,444 - mmaction - INFO - Epoch [147][1540/1879] lr: 3.904e-02, eta: 2 days, 1:56:55, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7160, loss_cls: 2.3009, loss: 2.3009, grad_norm: 2.9543 2021-07-12 14:44:10,623 - mmaction - INFO - Epoch [147][1560/1879] lr: 3.904e-02, eta: 2 days, 1:56:33, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7148, loss_cls: 2.3445, loss: 2.3445, grad_norm: 2.9007 2021-07-12 14:44:27,358 - mmaction - INFO - Epoch [147][1580/1879] lr: 3.904e-02, eta: 2 days, 1:56:08, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.4598, top5_acc: 0.6965, loss_cls: 2.4546, loss: 2.4546, grad_norm: 2.9781 2021-07-12 14:44:44,352 - mmaction - INFO - Epoch [147][1600/1879] lr: 3.904e-02, eta: 2 days, 1:55:45, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7027, loss_cls: 2.3449, loss: 2.3449, grad_norm: 2.9357 2021-07-12 14:45:01,031 - mmaction - INFO - Epoch [147][1620/1879] lr: 3.904e-02, eta: 2 days, 1:55:19, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7266, loss_cls: 2.2716, loss: 2.2716, grad_norm: 2.9375 2021-07-12 14:45:17,972 - mmaction - INFO - Epoch [147][1640/1879] lr: 3.904e-02, eta: 2 days, 1:54:55, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7145, loss_cls: 2.3235, loss: 2.3235, grad_norm: 2.9629 2021-07-12 14:45:34,855 - mmaction - INFO - Epoch [147][1660/1879] lr: 3.904e-02, eta: 2 days, 1:54:32, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7090, loss_cls: 2.3454, loss: 2.3454, grad_norm: 2.9716 2021-07-12 14:45:51,877 - mmaction - INFO - Epoch [147][1680/1879] lr: 3.904e-02, eta: 2 days, 1:54:09, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4418, top5_acc: 0.6996, loss_cls: 2.4579, loss: 2.4579, grad_norm: 3.0162 2021-07-12 14:46:08,970 - mmaction - INFO - Epoch [147][1700/1879] lr: 3.904e-02, eta: 2 days, 1:53:47, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.4785, top5_acc: 0.6988, loss_cls: 2.3468, loss: 2.3468, grad_norm: 2.8228 2021-07-12 14:46:25,620 - mmaction - INFO - Epoch [147][1720/1879] lr: 3.904e-02, eta: 2 days, 1:53:21, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7090, loss_cls: 2.3242, loss: 2.3242, grad_norm: 2.9024 2021-07-12 14:46:42,555 - mmaction - INFO - Epoch [147][1740/1879] lr: 3.904e-02, eta: 2 days, 1:52:58, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7113, loss_cls: 2.3400, loss: 2.3400, grad_norm: 2.8782 2021-07-12 14:46:59,580 - mmaction - INFO - Epoch [147][1760/1879] lr: 3.904e-02, eta: 2 days, 1:52:35, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7074, loss_cls: 2.3383, loss: 2.3383, grad_norm: 2.9297 2021-07-12 14:47:16,706 - mmaction - INFO - Epoch [147][1780/1879] lr: 3.904e-02, eta: 2 days, 1:52:13, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7176, loss_cls: 2.3163, loss: 2.3163, grad_norm: 2.9252 2021-07-12 14:47:33,532 - mmaction - INFO - Epoch [147][1800/1879] lr: 3.904e-02, eta: 2 days, 1:51:49, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7063, loss_cls: 2.3568, loss: 2.3568, grad_norm: 2.9793 2021-07-12 14:47:50,388 - mmaction - INFO - Epoch [147][1820/1879] lr: 3.904e-02, eta: 2 days, 1:51:25, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4496, top5_acc: 0.7039, loss_cls: 2.4035, loss: 2.4035, grad_norm: 3.0051 2021-07-12 14:48:06,976 - mmaction - INFO - Epoch [147][1840/1879] lr: 3.904e-02, eta: 2 days, 1:50:58, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.4426, top5_acc: 0.6996, loss_cls: 2.4219, loss: 2.4219, grad_norm: 2.9948 2021-07-12 14:48:23,627 - mmaction - INFO - Epoch [147][1860/1879] lr: 3.904e-02, eta: 2 days, 1:50:32, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.4531, top5_acc: 0.6941, loss_cls: 2.4132, loss: 2.4132, grad_norm: 2.9471 2021-07-12 14:50:00,593 - mmaction - INFO - Epoch [148][20/1879] lr: 3.845e-02, eta: 2 days, 1:57:32, time: 4.004, data_time: 2.663, memory: 6454, top1_acc: 0.4637, top5_acc: 0.6844, loss_cls: 2.4129, loss: 2.4129, grad_norm: 2.9273 2021-07-12 14:50:17,251 - mmaction - INFO - Epoch [148][40/1879] lr: 3.845e-02, eta: 2 days, 1:57:05, time: 0.831, data_time: 0.016, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7051, loss_cls: 2.3196, loss: 2.3196, grad_norm: 2.9081 2021-07-12 14:50:34,065 - mmaction - INFO - Epoch [148][60/1879] lr: 3.845e-02, eta: 2 days, 1:56:40, time: 0.840, data_time: 0.010, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7160, loss_cls: 2.3226, loss: 2.3226, grad_norm: 2.9577 2021-07-12 14:50:50,549 - mmaction - INFO - Epoch [148][80/1879] lr: 3.845e-02, eta: 2 days, 1:56:13, time: 0.827, data_time: 0.006, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7238, loss_cls: 2.2478, loss: 2.2478, grad_norm: 2.9001 2021-07-12 14:51:07,230 - mmaction - INFO - Epoch [148][100/1879] lr: 3.845e-02, eta: 2 days, 1:55:47, time: 0.835, data_time: 0.006, memory: 6454, top1_acc: 0.4852, top5_acc: 0.7180, loss_cls: 2.2678, loss: 2.2678, grad_norm: 2.9519 2021-07-12 14:51:23,649 - mmaction - INFO - Epoch [148][120/1879] lr: 3.845e-02, eta: 2 days, 1:55:18, time: 0.822, data_time: 0.002, memory: 6454, top1_acc: 0.4590, top5_acc: 0.7031, loss_cls: 2.3831, loss: 2.3831, grad_norm: 2.9832 2021-07-12 14:51:40,153 - mmaction - INFO - Epoch [148][140/1879] lr: 3.845e-02, eta: 2 days, 1:54:50, time: 0.825, data_time: 0.004, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7223, loss_cls: 2.2758, loss: 2.2758, grad_norm: 2.9240 2021-07-12 14:51:57,261 - mmaction - INFO - Epoch [148][160/1879] lr: 3.845e-02, eta: 2 days, 1:54:28, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.4578, top5_acc: 0.7102, loss_cls: 2.3769, loss: 2.3769, grad_norm: 3.0115 2021-07-12 14:52:14,181 - mmaction - INFO - Epoch [148][180/1879] lr: 3.845e-02, eta: 2 days, 1:54:04, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7148, loss_cls: 2.3224, loss: 2.3224, grad_norm: 2.9034 2021-07-12 14:52:31,190 - mmaction - INFO - Epoch [148][200/1879] lr: 3.845e-02, eta: 2 days, 1:53:41, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.4852, top5_acc: 0.7277, loss_cls: 2.2614, loss: 2.2614, grad_norm: 2.9101 2021-07-12 14:52:48,117 - mmaction - INFO - Epoch [148][220/1879] lr: 3.845e-02, eta: 2 days, 1:53:18, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7191, loss_cls: 2.2582, loss: 2.2582, grad_norm: 2.9231 2021-07-12 14:53:05,044 - mmaction - INFO - Epoch [148][240/1879] lr: 3.845e-02, eta: 2 days, 1:52:54, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7172, loss_cls: 2.3075, loss: 2.3075, grad_norm: 2.9642 2021-07-12 14:53:21,978 - mmaction - INFO - Epoch [148][260/1879] lr: 3.845e-02, eta: 2 days, 1:52:30, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7070, loss_cls: 2.3311, loss: 2.3311, grad_norm: 2.9766 2021-07-12 14:53:39,124 - mmaction - INFO - Epoch [148][280/1879] lr: 3.845e-02, eta: 2 days, 1:52:09, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7082, loss_cls: 2.2641, loss: 2.2641, grad_norm: 2.9188 2021-07-12 14:53:55,962 - mmaction - INFO - Epoch [148][300/1879] lr: 3.845e-02, eta: 2 days, 1:51:44, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4625, top5_acc: 0.7094, loss_cls: 2.3356, loss: 2.3356, grad_norm: 3.0181 2021-07-12 14:54:13,079 - mmaction - INFO - Epoch [148][320/1879] lr: 3.845e-02, eta: 2 days, 1:51:21, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7172, loss_cls: 2.3148, loss: 2.3148, grad_norm: 2.9616 2021-07-12 14:54:30,066 - mmaction - INFO - Epoch [148][340/1879] lr: 3.845e-02, eta: 2 days, 1:50:59, time: 0.852, data_time: 0.008, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7230, loss_cls: 2.2608, loss: 2.2608, grad_norm: 2.8875 2021-07-12 14:54:46,962 - mmaction - INFO - Epoch [148][360/1879] lr: 3.845e-02, eta: 2 days, 1:50:35, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4555, top5_acc: 0.7043, loss_cls: 2.3876, loss: 2.3876, grad_norm: 3.0470 2021-07-12 14:55:04,083 - mmaction - INFO - Epoch [148][380/1879] lr: 3.845e-02, eta: 2 days, 1:50:13, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7121, loss_cls: 2.3143, loss: 2.3143, grad_norm: 2.8974 2021-07-12 14:55:21,080 - mmaction - INFO - Epoch [148][400/1879] lr: 3.845e-02, eta: 2 days, 1:49:50, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4754, top5_acc: 0.6992, loss_cls: 2.3365, loss: 2.3365, grad_norm: 2.9391 2021-07-12 14:55:38,002 - mmaction - INFO - Epoch [148][420/1879] lr: 3.845e-02, eta: 2 days, 1:49:27, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7168, loss_cls: 2.3101, loss: 2.3101, grad_norm: 2.9757 2021-07-12 14:55:54,931 - mmaction - INFO - Epoch [148][440/1879] lr: 3.845e-02, eta: 2 days, 1:49:03, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7203, loss_cls: 2.2817, loss: 2.2817, grad_norm: 2.9486 2021-07-12 14:56:11,942 - mmaction - INFO - Epoch [148][460/1879] lr: 3.845e-02, eta: 2 days, 1:48:40, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7043, loss_cls: 2.3367, loss: 2.3367, grad_norm: 2.9164 2021-07-12 14:56:28,847 - mmaction - INFO - Epoch [148][480/1879] lr: 3.845e-02, eta: 2 days, 1:48:17, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7188, loss_cls: 2.3486, loss: 2.3486, grad_norm: 3.0004 2021-07-12 14:56:45,670 - mmaction - INFO - Epoch [148][500/1879] lr: 3.845e-02, eta: 2 days, 1:47:52, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4684, top5_acc: 0.6969, loss_cls: 2.3619, loss: 2.3619, grad_norm: 2.9206 2021-07-12 14:57:02,445 - mmaction - INFO - Epoch [148][520/1879] lr: 3.845e-02, eta: 2 days, 1:47:27, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.4621, top5_acc: 0.7020, loss_cls: 2.3715, loss: 2.3715, grad_norm: 2.9236 2021-07-12 14:57:19,166 - mmaction - INFO - Epoch [148][540/1879] lr: 3.845e-02, eta: 2 days, 1:47:02, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7023, loss_cls: 2.3962, loss: 2.3962, grad_norm: 2.9709 2021-07-12 14:57:35,799 - mmaction - INFO - Epoch [148][560/1879] lr: 3.845e-02, eta: 2 days, 1:46:35, time: 0.831, data_time: 0.001, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7188, loss_cls: 2.2814, loss: 2.2814, grad_norm: 2.9248 2021-07-12 14:57:53,043 - mmaction - INFO - Epoch [148][580/1879] lr: 3.845e-02, eta: 2 days, 1:46:15, time: 0.864, data_time: 0.005, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7008, loss_cls: 2.3555, loss: 2.3555, grad_norm: 2.9765 2021-07-12 14:58:09,953 - mmaction - INFO - Epoch [148][600/1879] lr: 3.845e-02, eta: 2 days, 1:45:51, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7129, loss_cls: 2.2870, loss: 2.2870, grad_norm: 2.8989 2021-07-12 14:58:26,827 - mmaction - INFO - Epoch [148][620/1879] lr: 3.845e-02, eta: 2 days, 1:45:27, time: 0.846, data_time: 0.007, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7184, loss_cls: 2.2734, loss: 2.2734, grad_norm: 3.0080 2021-07-12 14:58:43,880 - mmaction - INFO - Epoch [148][640/1879] lr: 3.845e-02, eta: 2 days, 1:45:04, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.4594, top5_acc: 0.7020, loss_cls: 2.3849, loss: 2.3849, grad_norm: 2.9969 2021-07-12 14:59:00,497 - mmaction - INFO - Epoch [148][660/1879] lr: 3.845e-02, eta: 2 days, 1:44:38, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7180, loss_cls: 2.2891, loss: 2.2891, grad_norm: 2.9549 2021-07-12 14:59:17,430 - mmaction - INFO - Epoch [148][680/1879] lr: 3.845e-02, eta: 2 days, 1:44:15, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4629, top5_acc: 0.7094, loss_cls: 2.3251, loss: 2.3251, grad_norm: 2.9847 2021-07-12 14:59:34,310 - mmaction - INFO - Epoch [148][700/1879] lr: 3.845e-02, eta: 2 days, 1:43:51, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7074, loss_cls: 2.3607, loss: 2.3607, grad_norm: 2.9900 2021-07-12 14:59:51,301 - mmaction - INFO - Epoch [148][720/1879] lr: 3.845e-02, eta: 2 days, 1:43:28, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7156, loss_cls: 2.3179, loss: 2.3179, grad_norm: 2.9292 2021-07-12 15:00:08,307 - mmaction - INFO - Epoch [148][740/1879] lr: 3.845e-02, eta: 2 days, 1:43:06, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7020, loss_cls: 2.3520, loss: 2.3520, grad_norm: 2.9776 2021-07-12 15:00:25,277 - mmaction - INFO - Epoch [148][760/1879] lr: 3.845e-02, eta: 2 days, 1:42:43, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.4707, top5_acc: 0.6977, loss_cls: 2.3778, loss: 2.3778, grad_norm: 3.0030 2021-07-12 15:00:42,252 - mmaction - INFO - Epoch [148][780/1879] lr: 3.845e-02, eta: 2 days, 1:42:20, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4758, top5_acc: 0.7086, loss_cls: 2.3117, loss: 2.3117, grad_norm: 2.9025 2021-07-12 15:00:59,137 - mmaction - INFO - Epoch [148][800/1879] lr: 3.845e-02, eta: 2 days, 1:41:56, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.4621, top5_acc: 0.7031, loss_cls: 2.3725, loss: 2.3725, grad_norm: 3.0423 2021-07-12 15:01:16,033 - mmaction - INFO - Epoch [148][820/1879] lr: 3.845e-02, eta: 2 days, 1:41:32, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4629, top5_acc: 0.7016, loss_cls: 2.3873, loss: 2.3873, grad_norm: 2.9247 2021-07-12 15:01:32,674 - mmaction - INFO - Epoch [148][840/1879] lr: 3.845e-02, eta: 2 days, 1:41:06, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7027, loss_cls: 2.3596, loss: 2.3596, grad_norm: 2.9732 2021-07-12 15:01:49,807 - mmaction - INFO - Epoch [148][860/1879] lr: 3.845e-02, eta: 2 days, 1:40:45, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.4492, top5_acc: 0.6984, loss_cls: 2.4223, loss: 2.4223, grad_norm: 3.0068 2021-07-12 15:02:06,524 - mmaction - INFO - Epoch [148][880/1879] lr: 3.845e-02, eta: 2 days, 1:40:19, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4562, top5_acc: 0.7109, loss_cls: 2.3811, loss: 2.3811, grad_norm: 3.0227 2021-07-12 15:02:23,604 - mmaction - INFO - Epoch [148][900/1879] lr: 3.845e-02, eta: 2 days, 1:39:57, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4656, top5_acc: 0.7117, loss_cls: 2.3519, loss: 2.3519, grad_norm: 2.9340 2021-07-12 15:02:40,418 - mmaction - INFO - Epoch [148][920/1879] lr: 3.845e-02, eta: 2 days, 1:39:33, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4684, top5_acc: 0.6980, loss_cls: 2.3917, loss: 2.3917, grad_norm: 2.9311 2021-07-12 15:02:57,369 - mmaction - INFO - Epoch [148][940/1879] lr: 3.845e-02, eta: 2 days, 1:39:10, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7148, loss_cls: 2.3222, loss: 2.3222, grad_norm: 2.8796 2021-07-12 15:03:14,034 - mmaction - INFO - Epoch [148][960/1879] lr: 3.845e-02, eta: 2 days, 1:38:45, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7168, loss_cls: 2.3097, loss: 2.3097, grad_norm: 2.9147 2021-07-12 15:03:30,753 - mmaction - INFO - Epoch [148][980/1879] lr: 3.845e-02, eta: 2 days, 1:38:19, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7098, loss_cls: 2.3162, loss: 2.3162, grad_norm: 2.9850 2021-07-12 15:03:47,866 - mmaction - INFO - Epoch [148][1000/1879] lr: 3.845e-02, eta: 2 days, 1:37:58, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4617, top5_acc: 0.7063, loss_cls: 2.3916, loss: 2.3916, grad_norm: 3.0184 2021-07-12 15:04:04,390 - mmaction - INFO - Epoch [148][1020/1879] lr: 3.845e-02, eta: 2 days, 1:37:31, time: 0.827, data_time: 0.003, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7105, loss_cls: 2.3069, loss: 2.3069, grad_norm: 2.9961 2021-07-12 15:04:21,712 - mmaction - INFO - Epoch [148][1040/1879] lr: 3.845e-02, eta: 2 days, 1:37:11, time: 0.865, data_time: 0.005, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7008, loss_cls: 2.3531, loss: 2.3531, grad_norm: 2.9316 2021-07-12 15:04:38,837 - mmaction - INFO - Epoch [148][1060/1879] lr: 3.845e-02, eta: 2 days, 1:36:50, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7117, loss_cls: 2.3110, loss: 2.3110, grad_norm: 2.9295 2021-07-12 15:04:55,805 - mmaction - INFO - Epoch [148][1080/1879] lr: 3.845e-02, eta: 2 days, 1:36:27, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7078, loss_cls: 2.3320, loss: 2.3320, grad_norm: 2.9582 2021-07-12 15:05:12,775 - mmaction - INFO - Epoch [148][1100/1879] lr: 3.845e-02, eta: 2 days, 1:36:04, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.4676, top5_acc: 0.6984, loss_cls: 2.3743, loss: 2.3743, grad_norm: 3.0038 2021-07-12 15:05:29,631 - mmaction - INFO - Epoch [148][1120/1879] lr: 3.845e-02, eta: 2 days, 1:35:41, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.4691, top5_acc: 0.6902, loss_cls: 2.4135, loss: 2.4135, grad_norm: 2.9533 2021-07-12 15:05:46,621 - mmaction - INFO - Epoch [148][1140/1879] lr: 3.845e-02, eta: 2 days, 1:35:18, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4660, top5_acc: 0.7152, loss_cls: 2.3309, loss: 2.3309, grad_norm: 2.9264 2021-07-12 15:06:03,408 - mmaction - INFO - Epoch [148][1160/1879] lr: 3.845e-02, eta: 2 days, 1:34:53, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4570, top5_acc: 0.6949, loss_cls: 2.4192, loss: 2.4192, grad_norm: 2.9710 2021-07-12 15:06:20,571 - mmaction - INFO - Epoch [148][1180/1879] lr: 3.845e-02, eta: 2 days, 1:34:32, time: 0.858, data_time: 0.002, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7008, loss_cls: 2.3419, loss: 2.3419, grad_norm: 2.9248 2021-07-12 15:06:37,583 - mmaction - INFO - Epoch [148][1200/1879] lr: 3.845e-02, eta: 2 days, 1:34:10, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7285, loss_cls: 2.2246, loss: 2.2246, grad_norm: 2.9401 2021-07-12 15:06:54,624 - mmaction - INFO - Epoch [148][1220/1879] lr: 3.845e-02, eta: 2 days, 1:33:48, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7051, loss_cls: 2.3704, loss: 2.3704, grad_norm: 2.9752 2021-07-12 15:07:11,618 - mmaction - INFO - Epoch [148][1240/1879] lr: 3.845e-02, eta: 2 days, 1:33:25, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4750, top5_acc: 0.7180, loss_cls: 2.3095, loss: 2.3095, grad_norm: 3.0353 2021-07-12 15:07:28,459 - mmaction - INFO - Epoch [148][1260/1879] lr: 3.845e-02, eta: 2 days, 1:33:02, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7172, loss_cls: 2.3301, loss: 2.3301, grad_norm: 2.9480 2021-07-12 15:07:45,663 - mmaction - INFO - Epoch [148][1280/1879] lr: 3.845e-02, eta: 2 days, 1:32:41, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7055, loss_cls: 2.3461, loss: 2.3461, grad_norm: 2.9273 2021-07-12 15:08:02,626 - mmaction - INFO - Epoch [148][1300/1879] lr: 3.845e-02, eta: 2 days, 1:32:18, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7012, loss_cls: 2.3529, loss: 2.3529, grad_norm: 3.0141 2021-07-12 15:08:19,654 - mmaction - INFO - Epoch [148][1320/1879] lr: 3.845e-02, eta: 2 days, 1:31:56, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7250, loss_cls: 2.2543, loss: 2.2543, grad_norm: 2.9328 2021-07-12 15:08:36,834 - mmaction - INFO - Epoch [148][1340/1879] lr: 3.845e-02, eta: 2 days, 1:31:35, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7105, loss_cls: 2.3133, loss: 2.3133, grad_norm: 2.9135 2021-07-12 15:08:54,011 - mmaction - INFO - Epoch [148][1360/1879] lr: 3.845e-02, eta: 2 days, 1:31:15, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.3112, loss: 2.3112, grad_norm: 2.9643 2021-07-12 15:09:10,667 - mmaction - INFO - Epoch [148][1380/1879] lr: 3.845e-02, eta: 2 days, 1:30:49, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7035, loss_cls: 2.3537, loss: 2.3537, grad_norm: 3.0259 2021-07-12 15:09:27,766 - mmaction - INFO - Epoch [148][1400/1879] lr: 3.845e-02, eta: 2 days, 1:30:28, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7254, loss_cls: 2.2638, loss: 2.2638, grad_norm: 2.9244 2021-07-12 15:09:44,898 - mmaction - INFO - Epoch [148][1420/1879] lr: 3.845e-02, eta: 2 days, 1:30:06, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.4648, top5_acc: 0.7043, loss_cls: 2.3281, loss: 2.3281, grad_norm: 2.9926 2021-07-12 15:10:01,728 - mmaction - INFO - Epoch [148][1440/1879] lr: 3.845e-02, eta: 2 days, 1:29:43, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7125, loss_cls: 2.3189, loss: 2.3189, grad_norm: 2.9669 2021-07-12 15:10:18,611 - mmaction - INFO - Epoch [148][1460/1879] lr: 3.845e-02, eta: 2 days, 1:29:19, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7246, loss_cls: 2.2835, loss: 2.2835, grad_norm: 2.9230 2021-07-12 15:10:35,546 - mmaction - INFO - Epoch [148][1480/1879] lr: 3.845e-02, eta: 2 days, 1:28:57, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4617, top5_acc: 0.7020, loss_cls: 2.3680, loss: 2.3680, grad_norm: 2.9101 2021-07-12 15:10:52,519 - mmaction - INFO - Epoch [148][1500/1879] lr: 3.845e-02, eta: 2 days, 1:28:34, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7020, loss_cls: 2.3781, loss: 2.3781, grad_norm: 3.0135 2021-07-12 15:11:09,267 - mmaction - INFO - Epoch [148][1520/1879] lr: 3.845e-02, eta: 2 days, 1:28:09, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7043, loss_cls: 2.3629, loss: 2.3629, grad_norm: 2.9873 2021-07-12 15:11:25,837 - mmaction - INFO - Epoch [148][1540/1879] lr: 3.845e-02, eta: 2 days, 1:27:43, time: 0.827, data_time: 0.002, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7156, loss_cls: 2.2987, loss: 2.2987, grad_norm: 2.9232 2021-07-12 15:11:42,865 - mmaction - INFO - Epoch [148][1560/1879] lr: 3.845e-02, eta: 2 days, 1:27:21, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7184, loss_cls: 2.3176, loss: 2.3176, grad_norm: 2.9646 2021-07-12 15:11:59,857 - mmaction - INFO - Epoch [148][1580/1879] lr: 3.845e-02, eta: 2 days, 1:26:59, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7016, loss_cls: 2.3968, loss: 2.3968, grad_norm: 2.9203 2021-07-12 15:12:16,956 - mmaction - INFO - Epoch [148][1600/1879] lr: 3.845e-02, eta: 2 days, 1:26:37, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.4621, top5_acc: 0.6996, loss_cls: 2.3933, loss: 2.3933, grad_norm: 2.9813 2021-07-12 15:12:33,988 - mmaction - INFO - Epoch [148][1620/1879] lr: 3.845e-02, eta: 2 days, 1:26:15, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7164, loss_cls: 2.2813, loss: 2.2813, grad_norm: 2.9704 2021-07-12 15:12:50,841 - mmaction - INFO - Epoch [148][1640/1879] lr: 3.845e-02, eta: 2 days, 1:25:51, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7121, loss_cls: 2.3575, loss: 2.3575, grad_norm: 3.0268 2021-07-12 15:13:07,819 - mmaction - INFO - Epoch [148][1660/1879] lr: 3.845e-02, eta: 2 days, 1:25:29, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7129, loss_cls: 2.3079, loss: 2.3079, grad_norm: 2.9380 2021-07-12 15:13:24,340 - mmaction - INFO - Epoch [148][1680/1879] lr: 3.845e-02, eta: 2 days, 1:25:02, time: 0.825, data_time: 0.004, memory: 6454, top1_acc: 0.4562, top5_acc: 0.6969, loss_cls: 2.3976, loss: 2.3976, grad_norm: 2.9512 2021-07-12 15:13:41,146 - mmaction - INFO - Epoch [148][1700/1879] lr: 3.845e-02, eta: 2 days, 1:24:39, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7074, loss_cls: 2.3244, loss: 2.3244, grad_norm: 2.9908 2021-07-12 15:13:58,067 - mmaction - INFO - Epoch [148][1720/1879] lr: 3.845e-02, eta: 2 days, 1:24:16, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7203, loss_cls: 2.3302, loss: 2.3302, grad_norm: 2.9178 2021-07-12 15:14:15,144 - mmaction - INFO - Epoch [148][1740/1879] lr: 3.845e-02, eta: 2 days, 1:23:54, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7172, loss_cls: 2.3300, loss: 2.3300, grad_norm: 3.0379 2021-07-12 15:14:32,036 - mmaction - INFO - Epoch [148][1760/1879] lr: 3.845e-02, eta: 2 days, 1:23:31, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7207, loss_cls: 2.2908, loss: 2.2908, grad_norm: 2.9535 2021-07-12 15:14:48,814 - mmaction - INFO - Epoch [148][1780/1879] lr: 3.845e-02, eta: 2 days, 1:23:07, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7266, loss_cls: 2.2774, loss: 2.2774, grad_norm: 2.9296 2021-07-12 15:15:05,666 - mmaction - INFO - Epoch [148][1800/1879] lr: 3.845e-02, eta: 2 days, 1:22:43, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.4586, top5_acc: 0.7063, loss_cls: 2.3756, loss: 2.3756, grad_norm: 2.9984 2021-07-12 15:15:22,683 - mmaction - INFO - Epoch [148][1820/1879] lr: 3.845e-02, eta: 2 days, 1:22:21, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7094, loss_cls: 2.3371, loss: 2.3371, grad_norm: 2.9072 2021-07-12 15:15:39,666 - mmaction - INFO - Epoch [148][1840/1879] lr: 3.845e-02, eta: 2 days, 1:21:59, time: 0.850, data_time: 0.007, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7020, loss_cls: 2.3602, loss: 2.3602, grad_norm: 2.8782 2021-07-12 15:15:56,505 - mmaction - INFO - Epoch [148][1860/1879] lr: 3.845e-02, eta: 2 days, 1:21:36, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7035, loss_cls: 2.3840, loss: 2.3840, grad_norm: 2.9913 2021-07-12 15:16:17,663 - mmaction - INFO - Saving checkpoint at 148 epochs 2021-07-12 15:17:42,639 - mmaction - INFO - Epoch [149][20/1879] lr: 3.785e-02, eta: 2 days, 1:28:24, time: 4.171, data_time: 3.327, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7246, loss_cls: 2.2489, loss: 2.2489, grad_norm: 2.9068 2021-07-12 15:17:59,095 - mmaction - INFO - Epoch [149][40/1879] lr: 3.785e-02, eta: 2 days, 1:27:57, time: 0.821, data_time: 0.005, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7117, loss_cls: 2.3101, loss: 2.3101, grad_norm: 2.9838 2021-07-12 15:18:15,717 - mmaction - INFO - Epoch [149][60/1879] lr: 3.785e-02, eta: 2 days, 1:27:31, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7156, loss_cls: 2.2849, loss: 2.2849, grad_norm: 2.9193 2021-07-12 15:18:32,385 - mmaction - INFO - Epoch [149][80/1879] lr: 3.785e-02, eta: 2 days, 1:27:05, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7281, loss_cls: 2.2510, loss: 2.2510, grad_norm: 2.9450 2021-07-12 15:18:48,933 - mmaction - INFO - Epoch [149][100/1879] lr: 3.785e-02, eta: 2 days, 1:26:39, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.4758, top5_acc: 0.7066, loss_cls: 2.3197, loss: 2.3197, grad_norm: 2.9215 2021-07-12 15:19:05,847 - mmaction - INFO - Epoch [149][120/1879] lr: 3.785e-02, eta: 2 days, 1:26:16, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7141, loss_cls: 2.3443, loss: 2.3443, grad_norm: 2.9891 2021-07-12 15:19:22,541 - mmaction - INFO - Epoch [149][140/1879] lr: 3.785e-02, eta: 2 days, 1:25:50, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7152, loss_cls: 2.2889, loss: 2.2889, grad_norm: 2.9046 2021-07-12 15:19:39,440 - mmaction - INFO - Epoch [149][160/1879] lr: 3.785e-02, eta: 2 days, 1:25:27, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.2980, loss: 2.2980, grad_norm: 2.9598 2021-07-12 15:19:56,412 - mmaction - INFO - Epoch [149][180/1879] lr: 3.785e-02, eta: 2 days, 1:25:04, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7227, loss_cls: 2.2676, loss: 2.2676, grad_norm: 2.9392 2021-07-12 15:20:13,516 - mmaction - INFO - Epoch [149][200/1879] lr: 3.785e-02, eta: 2 days, 1:24:43, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.4648, top5_acc: 0.7105, loss_cls: 2.3434, loss: 2.3434, grad_norm: 2.9957 2021-07-12 15:20:30,336 - mmaction - INFO - Epoch [149][220/1879] lr: 3.785e-02, eta: 2 days, 1:24:19, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2877, loss: 2.2877, grad_norm: 2.9020 2021-07-12 15:20:47,210 - mmaction - INFO - Epoch [149][240/1879] lr: 3.785e-02, eta: 2 days, 1:23:55, time: 0.843, data_time: 0.007, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7164, loss_cls: 2.3226, loss: 2.3226, grad_norm: 2.9725 2021-07-12 15:21:04,169 - mmaction - INFO - Epoch [149][260/1879] lr: 3.785e-02, eta: 2 days, 1:23:33, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7137, loss_cls: 2.3697, loss: 2.3697, grad_norm: 3.0207 2021-07-12 15:21:21,165 - mmaction - INFO - Epoch [149][280/1879] lr: 3.785e-02, eta: 2 days, 1:23:10, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7176, loss_cls: 2.2664, loss: 2.2664, grad_norm: 2.9326 2021-07-12 15:21:38,103 - mmaction - INFO - Epoch [149][300/1879] lr: 3.785e-02, eta: 2 days, 1:22:47, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7039, loss_cls: 2.3066, loss: 2.3066, grad_norm: 2.9429 2021-07-12 15:21:55,061 - mmaction - INFO - Epoch [149][320/1879] lr: 3.785e-02, eta: 2 days, 1:22:25, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7234, loss_cls: 2.2988, loss: 2.2988, grad_norm: 2.9768 2021-07-12 15:22:11,805 - mmaction - INFO - Epoch [149][340/1879] lr: 3.785e-02, eta: 2 days, 1:22:00, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7230, loss_cls: 2.2569, loss: 2.2569, grad_norm: 2.9387 2021-07-12 15:22:28,719 - mmaction - INFO - Epoch [149][360/1879] lr: 3.785e-02, eta: 2 days, 1:21:37, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7145, loss_cls: 2.2525, loss: 2.2525, grad_norm: 2.9633 2021-07-12 15:22:45,475 - mmaction - INFO - Epoch [149][380/1879] lr: 3.785e-02, eta: 2 days, 1:21:12, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7195, loss_cls: 2.3108, loss: 2.3108, grad_norm: 3.0521 2021-07-12 15:23:02,403 - mmaction - INFO - Epoch [149][400/1879] lr: 3.785e-02, eta: 2 days, 1:20:49, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7180, loss_cls: 2.2668, loss: 2.2668, grad_norm: 2.9832 2021-07-12 15:23:19,289 - mmaction - INFO - Epoch [149][420/1879] lr: 3.785e-02, eta: 2 days, 1:20:26, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7176, loss_cls: 2.2949, loss: 2.2949, grad_norm: 2.9317 2021-07-12 15:23:36,038 - mmaction - INFO - Epoch [149][440/1879] lr: 3.785e-02, eta: 2 days, 1:20:02, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7070, loss_cls: 2.3157, loss: 2.3157, grad_norm: 3.0095 2021-07-12 15:23:53,023 - mmaction - INFO - Epoch [149][460/1879] lr: 3.785e-02, eta: 2 days, 1:19:38, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7227, loss_cls: 2.2901, loss: 2.2901, grad_norm: 3.0244 2021-07-12 15:24:10,189 - mmaction - INFO - Epoch [149][480/1879] lr: 3.785e-02, eta: 2 days, 1:19:17, time: 0.856, data_time: 0.007, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7125, loss_cls: 2.3304, loss: 2.3304, grad_norm: 2.9924 2021-07-12 15:24:27,145 - mmaction - INFO - Epoch [149][500/1879] lr: 3.785e-02, eta: 2 days, 1:18:56, time: 0.854, data_time: 0.008, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7113, loss_cls: 2.2876, loss: 2.2876, grad_norm: 2.9256 2021-07-12 15:24:44,036 - mmaction - INFO - Epoch [149][520/1879] lr: 3.785e-02, eta: 2 days, 1:18:32, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7086, loss_cls: 2.3295, loss: 2.3295, grad_norm: 3.0458 2021-07-12 15:25:00,811 - mmaction - INFO - Epoch [149][540/1879] lr: 3.785e-02, eta: 2 days, 1:18:08, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7148, loss_cls: 2.3211, loss: 2.3211, grad_norm: 2.9633 2021-07-12 15:25:17,861 - mmaction - INFO - Epoch [149][560/1879] lr: 3.785e-02, eta: 2 days, 1:17:46, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7047, loss_cls: 2.3480, loss: 2.3480, grad_norm: 2.9347 2021-07-12 15:25:34,985 - mmaction - INFO - Epoch [149][580/1879] lr: 3.785e-02, eta: 2 days, 1:17:25, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7207, loss_cls: 2.2963, loss: 2.2963, grad_norm: 2.9988 2021-07-12 15:25:51,890 - mmaction - INFO - Epoch [149][600/1879] lr: 3.785e-02, eta: 2 days, 1:17:02, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7246, loss_cls: 2.2308, loss: 2.2308, grad_norm: 2.9434 2021-07-12 15:26:08,948 - mmaction - INFO - Epoch [149][620/1879] lr: 3.785e-02, eta: 2 days, 1:16:40, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.4664, top5_acc: 0.7082, loss_cls: 2.3030, loss: 2.3030, grad_norm: 3.0016 2021-07-12 15:26:26,077 - mmaction - INFO - Epoch [149][640/1879] lr: 3.785e-02, eta: 2 days, 1:16:19, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.4582, top5_acc: 0.7082, loss_cls: 2.3461, loss: 2.3461, grad_norm: 2.9794 2021-07-12 15:26:42,996 - mmaction - INFO - Epoch [149][660/1879] lr: 3.785e-02, eta: 2 days, 1:15:56, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7141, loss_cls: 2.2956, loss: 2.2956, grad_norm: 2.9469 2021-07-12 15:27:00,006 - mmaction - INFO - Epoch [149][680/1879] lr: 3.785e-02, eta: 2 days, 1:15:34, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7063, loss_cls: 2.3275, loss: 2.3275, grad_norm: 3.0113 2021-07-12 15:27:17,002 - mmaction - INFO - Epoch [149][700/1879] lr: 3.785e-02, eta: 2 days, 1:15:11, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7172, loss_cls: 2.2529, loss: 2.2529, grad_norm: 2.9732 2021-07-12 15:27:34,157 - mmaction - INFO - Epoch [149][720/1879] lr: 3.785e-02, eta: 2 days, 1:14:51, time: 0.858, data_time: 0.008, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7086, loss_cls: 2.3066, loss: 2.3066, grad_norm: 3.0018 2021-07-12 15:27:50,853 - mmaction - INFO - Epoch [149][740/1879] lr: 3.785e-02, eta: 2 days, 1:14:26, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4750, top5_acc: 0.7172, loss_cls: 2.3241, loss: 2.3241, grad_norm: 3.0352 2021-07-12 15:28:07,872 - mmaction - INFO - Epoch [149][760/1879] lr: 3.785e-02, eta: 2 days, 1:14:04, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7160, loss_cls: 2.2979, loss: 2.2979, grad_norm: 3.0368 2021-07-12 15:28:25,052 - mmaction - INFO - Epoch [149][780/1879] lr: 3.785e-02, eta: 2 days, 1:13:43, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7133, loss_cls: 2.3214, loss: 2.3214, grad_norm: 3.0077 2021-07-12 15:28:42,020 - mmaction - INFO - Epoch [149][800/1879] lr: 3.785e-02, eta: 2 days, 1:13:21, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7039, loss_cls: 2.3167, loss: 2.3167, grad_norm: 2.9749 2021-07-12 15:28:59,176 - mmaction - INFO - Epoch [149][820/1879] lr: 3.785e-02, eta: 2 days, 1:13:00, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.4551, top5_acc: 0.7137, loss_cls: 2.3714, loss: 2.3714, grad_norm: 2.9747 2021-07-12 15:29:16,140 - mmaction - INFO - Epoch [149][840/1879] lr: 3.785e-02, eta: 2 days, 1:12:38, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7227, loss_cls: 2.2569, loss: 2.2569, grad_norm: 2.9680 2021-07-12 15:29:32,889 - mmaction - INFO - Epoch [149][860/1879] lr: 3.785e-02, eta: 2 days, 1:12:14, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7133, loss_cls: 2.2721, loss: 2.2721, grad_norm: 2.9704 2021-07-12 15:29:49,862 - mmaction - INFO - Epoch [149][880/1879] lr: 3.785e-02, eta: 2 days, 1:11:51, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.4629, top5_acc: 0.6945, loss_cls: 2.3593, loss: 2.3593, grad_norm: 2.9593 2021-07-12 15:30:06,594 - mmaction - INFO - Epoch [149][900/1879] lr: 3.785e-02, eta: 2 days, 1:11:27, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7316, loss_cls: 2.2526, loss: 2.2526, grad_norm: 3.0114 2021-07-12 15:30:23,287 - mmaction - INFO - Epoch [149][920/1879] lr: 3.785e-02, eta: 2 days, 1:11:02, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7086, loss_cls: 2.3543, loss: 2.3543, grad_norm: 2.9762 2021-07-12 15:30:40,451 - mmaction - INFO - Epoch [149][940/1879] lr: 3.785e-02, eta: 2 days, 1:10:41, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.4582, top5_acc: 0.7035, loss_cls: 2.3852, loss: 2.3852, grad_norm: 2.9398 2021-07-12 15:30:57,496 - mmaction - INFO - Epoch [149][960/1879] lr: 3.785e-02, eta: 2 days, 1:10:20, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7145, loss_cls: 2.2953, loss: 2.2953, grad_norm: 2.9291 2021-07-12 15:31:14,410 - mmaction - INFO - Epoch [149][980/1879] lr: 3.785e-02, eta: 2 days, 1:09:56, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7172, loss_cls: 2.2926, loss: 2.2926, grad_norm: 3.0087 2021-07-12 15:31:31,248 - mmaction - INFO - Epoch [149][1000/1879] lr: 3.785e-02, eta: 2 days, 1:09:33, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7125, loss_cls: 2.2917, loss: 2.2917, grad_norm: 3.0106 2021-07-12 15:31:48,254 - mmaction - INFO - Epoch [149][1020/1879] lr: 3.785e-02, eta: 2 days, 1:09:11, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7262, loss_cls: 2.2602, loss: 2.2602, grad_norm: 2.9868 2021-07-12 15:32:05,295 - mmaction - INFO - Epoch [149][1040/1879] lr: 3.785e-02, eta: 2 days, 1:08:49, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7273, loss_cls: 2.2614, loss: 2.2614, grad_norm: 2.9897 2021-07-12 15:32:22,221 - mmaction - INFO - Epoch [149][1060/1879] lr: 3.785e-02, eta: 2 days, 1:08:27, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.4570, top5_acc: 0.6965, loss_cls: 2.4028, loss: 2.4028, grad_norm: 2.9724 2021-07-12 15:32:39,132 - mmaction - INFO - Epoch [149][1080/1879] lr: 3.785e-02, eta: 2 days, 1:08:04, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4730, top5_acc: 0.6984, loss_cls: 2.3824, loss: 2.3824, grad_norm: 2.9603 2021-07-12 15:32:56,115 - mmaction - INFO - Epoch [149][1100/1879] lr: 3.785e-02, eta: 2 days, 1:07:42, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7203, loss_cls: 2.2559, loss: 2.2559, grad_norm: 2.9087 2021-07-12 15:33:13,027 - mmaction - INFO - Epoch [149][1120/1879] lr: 3.785e-02, eta: 2 days, 1:07:19, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7109, loss_cls: 2.3044, loss: 2.3044, grad_norm: 2.9727 2021-07-12 15:33:30,179 - mmaction - INFO - Epoch [149][1140/1879] lr: 3.785e-02, eta: 2 days, 1:06:58, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7070, loss_cls: 2.3534, loss: 2.3534, grad_norm: 3.0495 2021-07-12 15:33:46,988 - mmaction - INFO - Epoch [149][1160/1879] lr: 3.785e-02, eta: 2 days, 1:06:35, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7156, loss_cls: 2.2819, loss: 2.2819, grad_norm: 3.0199 2021-07-12 15:34:03,635 - mmaction - INFO - Epoch [149][1180/1879] lr: 3.785e-02, eta: 2 days, 1:06:10, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.4648, top5_acc: 0.6984, loss_cls: 2.3958, loss: 2.3958, grad_norm: 2.9946 2021-07-12 15:34:20,604 - mmaction - INFO - Epoch [149][1200/1879] lr: 3.785e-02, eta: 2 days, 1:05:48, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7281, loss_cls: 2.2428, loss: 2.2428, grad_norm: 2.9483 2021-07-12 15:34:37,399 - mmaction - INFO - Epoch [149][1220/1879] lr: 3.785e-02, eta: 2 days, 1:05:24, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7309, loss_cls: 2.2690, loss: 2.2690, grad_norm: 2.9094 2021-07-12 15:34:54,399 - mmaction - INFO - Epoch [149][1240/1879] lr: 3.785e-02, eta: 2 days, 1:05:02, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4656, top5_acc: 0.7117, loss_cls: 2.3578, loss: 2.3578, grad_norm: 3.0190 2021-07-12 15:35:11,383 - mmaction - INFO - Epoch [149][1260/1879] lr: 3.785e-02, eta: 2 days, 1:04:40, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4629, top5_acc: 0.7102, loss_cls: 2.3536, loss: 2.3536, grad_norm: 2.9951 2021-07-12 15:35:28,375 - mmaction - INFO - Epoch [149][1280/1879] lr: 3.785e-02, eta: 2 days, 1:04:18, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7117, loss_cls: 2.3244, loss: 2.3244, grad_norm: 2.9013 2021-07-12 15:35:45,187 - mmaction - INFO - Epoch [149][1300/1879] lr: 3.785e-02, eta: 2 days, 1:03:54, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7160, loss_cls: 2.2975, loss: 2.2975, grad_norm: 2.9483 2021-07-12 15:36:02,201 - mmaction - INFO - Epoch [149][1320/1879] lr: 3.785e-02, eta: 2 days, 1:03:32, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7219, loss_cls: 2.3131, loss: 2.3131, grad_norm: 2.9872 2021-07-12 15:36:18,784 - mmaction - INFO - Epoch [149][1340/1879] lr: 3.785e-02, eta: 2 days, 1:03:07, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7207, loss_cls: 2.3257, loss: 2.3257, grad_norm: 3.0550 2021-07-12 15:36:35,570 - mmaction - INFO - Epoch [149][1360/1879] lr: 3.785e-02, eta: 2 days, 1:02:43, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7125, loss_cls: 2.3559, loss: 2.3559, grad_norm: 2.9331 2021-07-12 15:36:52,304 - mmaction - INFO - Epoch [149][1380/1879] lr: 3.785e-02, eta: 2 days, 1:02:19, time: 0.836, data_time: 0.006, memory: 6454, top1_acc: 0.4613, top5_acc: 0.7063, loss_cls: 2.3598, loss: 2.3598, grad_norm: 3.0417 2021-07-12 15:37:09,153 - mmaction - INFO - Epoch [149][1400/1879] lr: 3.785e-02, eta: 2 days, 1:01:56, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7180, loss_cls: 2.2789, loss: 2.2789, grad_norm: 2.9745 2021-07-12 15:37:26,160 - mmaction - INFO - Epoch [149][1420/1879] lr: 3.785e-02, eta: 2 days, 1:01:34, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7117, loss_cls: 2.3490, loss: 2.3490, grad_norm: 2.9502 2021-07-12 15:37:43,210 - mmaction - INFO - Epoch [149][1440/1879] lr: 3.785e-02, eta: 2 days, 1:01:12, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7164, loss_cls: 2.3048, loss: 2.3048, grad_norm: 2.9868 2021-07-12 15:38:00,156 - mmaction - INFO - Epoch [149][1460/1879] lr: 3.785e-02, eta: 2 days, 1:00:51, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7168, loss_cls: 2.2893, loss: 2.2893, grad_norm: 2.9497 2021-07-12 15:38:16,888 - mmaction - INFO - Epoch [149][1480/1879] lr: 3.785e-02, eta: 2 days, 1:00:26, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.2880, loss: 2.2880, grad_norm: 2.9885 2021-07-12 15:38:33,812 - mmaction - INFO - Epoch [149][1500/1879] lr: 3.785e-02, eta: 2 days, 1:00:04, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4559, top5_acc: 0.7078, loss_cls: 2.3955, loss: 2.3955, grad_norm: 3.0679 2021-07-12 15:38:50,903 - mmaction - INFO - Epoch [149][1520/1879] lr: 3.785e-02, eta: 2 days, 0:59:43, time: 0.854, data_time: 0.008, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7051, loss_cls: 2.3680, loss: 2.3680, grad_norm: 2.9515 2021-07-12 15:39:07,765 - mmaction - INFO - Epoch [149][1540/1879] lr: 3.785e-02, eta: 2 days, 0:59:20, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7121, loss_cls: 2.3012, loss: 2.3012, grad_norm: 2.9704 2021-07-12 15:39:24,903 - mmaction - INFO - Epoch [149][1560/1879] lr: 3.785e-02, eta: 2 days, 0:58:59, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7098, loss_cls: 2.3305, loss: 2.3305, grad_norm: 2.9728 2021-07-12 15:39:41,471 - mmaction - INFO - Epoch [149][1580/1879] lr: 3.785e-02, eta: 2 days, 0:58:34, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.4672, top5_acc: 0.7027, loss_cls: 2.3934, loss: 2.3934, grad_norm: 3.0642 2021-07-12 15:39:58,408 - mmaction - INFO - Epoch [149][1600/1879] lr: 3.785e-02, eta: 2 days, 0:58:11, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7055, loss_cls: 2.3392, loss: 2.3392, grad_norm: 2.9903 2021-07-12 15:40:15,343 - mmaction - INFO - Epoch [149][1620/1879] lr: 3.785e-02, eta: 2 days, 0:57:49, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7199, loss_cls: 2.3196, loss: 2.3196, grad_norm: 3.0092 2021-07-12 15:40:32,332 - mmaction - INFO - Epoch [149][1640/1879] lr: 3.785e-02, eta: 2 days, 0:57:27, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4664, top5_acc: 0.6969, loss_cls: 2.3570, loss: 2.3570, grad_norm: 2.9643 2021-07-12 15:40:49,146 - mmaction - INFO - Epoch [149][1660/1879] lr: 3.785e-02, eta: 2 days, 0:57:04, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4566, top5_acc: 0.6965, loss_cls: 2.3927, loss: 2.3927, grad_norm: 2.9620 2021-07-12 15:41:06,086 - mmaction - INFO - Epoch [149][1680/1879] lr: 3.785e-02, eta: 2 days, 0:56:42, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.4594, top5_acc: 0.6957, loss_cls: 2.3794, loss: 2.3794, grad_norm: 2.9854 2021-07-12 15:41:22,902 - mmaction - INFO - Epoch [149][1700/1879] lr: 3.785e-02, eta: 2 days, 0:56:19, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7059, loss_cls: 2.3345, loss: 2.3345, grad_norm: 2.9704 2021-07-12 15:41:39,612 - mmaction - INFO - Epoch [149][1720/1879] lr: 3.785e-02, eta: 2 days, 0:55:55, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7184, loss_cls: 2.3401, loss: 2.3401, grad_norm: 2.9994 2021-07-12 15:41:56,522 - mmaction - INFO - Epoch [149][1740/1879] lr: 3.785e-02, eta: 2 days, 0:55:32, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.4676, top5_acc: 0.7035, loss_cls: 2.3929, loss: 2.3929, grad_norm: 2.9745 2021-07-12 15:42:13,471 - mmaction - INFO - Epoch [149][1760/1879] lr: 3.785e-02, eta: 2 days, 0:55:10, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4676, top5_acc: 0.7023, loss_cls: 2.3497, loss: 2.3497, grad_norm: 2.9176 2021-07-12 15:42:30,071 - mmaction - INFO - Epoch [149][1780/1879] lr: 3.785e-02, eta: 2 days, 0:54:45, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.4422, top5_acc: 0.6922, loss_cls: 2.4246, loss: 2.4246, grad_norm: 2.9787 2021-07-12 15:42:46,936 - mmaction - INFO - Epoch [149][1800/1879] lr: 3.785e-02, eta: 2 days, 0:54:22, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4645, top5_acc: 0.7133, loss_cls: 2.3448, loss: 2.3448, grad_norm: 2.9379 2021-07-12 15:43:03,958 - mmaction - INFO - Epoch [149][1820/1879] lr: 3.785e-02, eta: 2 days, 0:54:00, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7129, loss_cls: 2.2960, loss: 2.2960, grad_norm: 2.9984 2021-07-12 15:43:20,868 - mmaction - INFO - Epoch [149][1840/1879] lr: 3.785e-02, eta: 2 days, 0:53:38, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.4602, top5_acc: 0.6949, loss_cls: 2.3950, loss: 2.3950, grad_norm: 2.9784 2021-07-12 15:43:37,841 - mmaction - INFO - Epoch [149][1860/1879] lr: 3.785e-02, eta: 2 days, 0:53:16, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4648, top5_acc: 0.7055, loss_cls: 2.3379, loss: 2.3379, grad_norm: 2.9253 2021-07-12 15:45:29,316 - mmaction - INFO - Epoch [150][20/1879] lr: 3.726e-02, eta: 2 days, 1:00:21, time: 4.498, data_time: 3.366, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7223, loss_cls: 2.3305, loss: 2.3305, grad_norm: 3.0402 2021-07-12 15:45:46,093 - mmaction - INFO - Epoch [150][40/1879] lr: 3.726e-02, eta: 2 days, 0:59:57, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.4621, top5_acc: 0.7082, loss_cls: 2.3387, loss: 2.3387, grad_norm: 2.9971 2021-07-12 15:46:02,565 - mmaction - INFO - Epoch [150][60/1879] lr: 3.726e-02, eta: 2 days, 0:59:31, time: 0.825, data_time: 0.006, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7102, loss_cls: 2.3104, loss: 2.3104, grad_norm: 2.9530 2021-07-12 15:46:19,011 - mmaction - INFO - Epoch [150][80/1879] lr: 3.726e-02, eta: 2 days, 0:59:04, time: 0.824, data_time: 0.003, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7258, loss_cls: 2.2323, loss: 2.2323, grad_norm: 2.9746 2021-07-12 15:46:35,865 - mmaction - INFO - Epoch [150][100/1879] lr: 3.726e-02, eta: 2 days, 0:58:41, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7070, loss_cls: 2.3277, loss: 2.3277, grad_norm: 3.0210 2021-07-12 15:46:52,610 - mmaction - INFO - Epoch [150][120/1879] lr: 3.726e-02, eta: 2 days, 0:58:16, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7105, loss_cls: 2.3014, loss: 2.3014, grad_norm: 2.9991 2021-07-12 15:47:09,359 - mmaction - INFO - Epoch [150][140/1879] lr: 3.726e-02, eta: 2 days, 0:57:53, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4656, top5_acc: 0.7156, loss_cls: 2.3298, loss: 2.3298, grad_norm: 3.0020 2021-07-12 15:47:26,187 - mmaction - INFO - Epoch [150][160/1879] lr: 3.726e-02, eta: 2 days, 0:57:29, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7117, loss_cls: 2.3016, loss: 2.3016, grad_norm: 2.8947 2021-07-12 15:47:43,008 - mmaction - INFO - Epoch [150][180/1879] lr: 3.726e-02, eta: 2 days, 0:57:06, time: 0.845, data_time: 0.007, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7242, loss_cls: 2.2710, loss: 2.2710, grad_norm: 2.9798 2021-07-12 15:47:59,671 - mmaction - INFO - Epoch [150][200/1879] lr: 3.726e-02, eta: 2 days, 0:56:41, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7227, loss_cls: 2.2765, loss: 2.2765, grad_norm: 2.9420 2021-07-12 15:48:16,545 - mmaction - INFO - Epoch [150][220/1879] lr: 3.726e-02, eta: 2 days, 0:56:18, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7113, loss_cls: 2.3131, loss: 2.3131, grad_norm: 2.9761 2021-07-12 15:48:33,531 - mmaction - INFO - Epoch [150][240/1879] lr: 3.726e-02, eta: 2 days, 0:55:56, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4629, top5_acc: 0.7090, loss_cls: 2.3254, loss: 2.3254, grad_norm: 2.9958 2021-07-12 15:48:50,153 - mmaction - INFO - Epoch [150][260/1879] lr: 3.726e-02, eta: 2 days, 0:55:31, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7121, loss_cls: 2.3277, loss: 2.3277, grad_norm: 2.9299 2021-07-12 15:49:06,861 - mmaction - INFO - Epoch [150][280/1879] lr: 3.726e-02, eta: 2 days, 0:55:06, time: 0.834, data_time: 0.006, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7148, loss_cls: 2.2999, loss: 2.2999, grad_norm: 2.9994 2021-07-12 15:49:23,700 - mmaction - INFO - Epoch [150][300/1879] lr: 3.726e-02, eta: 2 days, 0:54:43, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7238, loss_cls: 2.2336, loss: 2.2336, grad_norm: 3.0023 2021-07-12 15:49:40,689 - mmaction - INFO - Epoch [150][320/1879] lr: 3.726e-02, eta: 2 days, 0:54:21, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7012, loss_cls: 2.3256, loss: 2.3256, grad_norm: 3.0439 2021-07-12 15:49:58,054 - mmaction - INFO - Epoch [150][340/1879] lr: 3.726e-02, eta: 2 days, 0:54:02, time: 0.869, data_time: 0.002, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7164, loss_cls: 2.2936, loss: 2.2936, grad_norm: 3.0305 2021-07-12 15:50:14,854 - mmaction - INFO - Epoch [150][360/1879] lr: 3.726e-02, eta: 2 days, 0:53:39, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7359, loss_cls: 2.2191, loss: 2.2191, grad_norm: 3.0140 2021-07-12 15:50:31,929 - mmaction - INFO - Epoch [150][380/1879] lr: 3.726e-02, eta: 2 days, 0:53:17, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7156, loss_cls: 2.2845, loss: 2.2845, grad_norm: 3.0103 2021-07-12 15:50:48,945 - mmaction - INFO - Epoch [150][400/1879] lr: 3.726e-02, eta: 2 days, 0:52:56, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7070, loss_cls: 2.2988, loss: 2.2988, grad_norm: 3.0203 2021-07-12 15:51:05,821 - mmaction - INFO - Epoch [150][420/1879] lr: 3.726e-02, eta: 2 days, 0:52:32, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7203, loss_cls: 2.2734, loss: 2.2734, grad_norm: 2.9936 2021-07-12 15:51:22,652 - mmaction - INFO - Epoch [150][440/1879] lr: 3.726e-02, eta: 2 days, 0:52:10, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7219, loss_cls: 2.2626, loss: 2.2626, grad_norm: 2.9874 2021-07-12 15:51:39,589 - mmaction - INFO - Epoch [150][460/1879] lr: 3.726e-02, eta: 2 days, 0:51:47, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4688, top5_acc: 0.7090, loss_cls: 2.3131, loss: 2.3131, grad_norm: 3.0199 2021-07-12 15:51:56,507 - mmaction - INFO - Epoch [150][480/1879] lr: 3.726e-02, eta: 2 days, 0:51:24, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7230, loss_cls: 2.2729, loss: 2.2729, grad_norm: 2.9474 2021-07-12 15:52:13,643 - mmaction - INFO - Epoch [150][500/1879] lr: 3.726e-02, eta: 2 days, 0:51:03, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.4648, top5_acc: 0.7094, loss_cls: 2.3483, loss: 2.3483, grad_norm: 3.0311 2021-07-12 15:52:30,599 - mmaction - INFO - Epoch [150][520/1879] lr: 3.726e-02, eta: 2 days, 0:50:42, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7219, loss_cls: 2.3081, loss: 2.3081, grad_norm: 3.0095 2021-07-12 15:52:47,378 - mmaction - INFO - Epoch [150][540/1879] lr: 3.726e-02, eta: 2 days, 0:50:18, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.4613, top5_acc: 0.7023, loss_cls: 2.3470, loss: 2.3470, grad_norm: 2.9712 2021-07-12 15:53:04,302 - mmaction - INFO - Epoch [150][560/1879] lr: 3.726e-02, eta: 2 days, 0:49:55, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7234, loss_cls: 2.3226, loss: 2.3226, grad_norm: 3.0408 2021-07-12 15:53:21,472 - mmaction - INFO - Epoch [150][580/1879] lr: 3.726e-02, eta: 2 days, 0:49:35, time: 0.860, data_time: 0.008, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7086, loss_cls: 2.3490, loss: 2.3490, grad_norm: 2.9684 2021-07-12 15:53:38,308 - mmaction - INFO - Epoch [150][600/1879] lr: 3.726e-02, eta: 2 days, 0:49:12, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7305, loss_cls: 2.2526, loss: 2.2526, grad_norm: 2.9365 2021-07-12 15:53:55,303 - mmaction - INFO - Epoch [150][620/1879] lr: 3.726e-02, eta: 2 days, 0:48:50, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7289, loss_cls: 2.2529, loss: 2.2529, grad_norm: 2.9726 2021-07-12 15:54:12,392 - mmaction - INFO - Epoch [150][640/1879] lr: 3.726e-02, eta: 2 days, 0:48:29, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7109, loss_cls: 2.2868, loss: 2.2868, grad_norm: 3.0352 2021-07-12 15:54:29,400 - mmaction - INFO - Epoch [150][660/1879] lr: 3.726e-02, eta: 2 days, 0:48:07, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7277, loss_cls: 2.2850, loss: 2.2850, grad_norm: 3.0116 2021-07-12 15:54:46,417 - mmaction - INFO - Epoch [150][680/1879] lr: 3.726e-02, eta: 2 days, 0:47:45, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7391, loss_cls: 2.2262, loss: 2.2262, grad_norm: 2.9830 2021-07-12 15:55:02,941 - mmaction - INFO - Epoch [150][700/1879] lr: 3.726e-02, eta: 2 days, 0:47:20, time: 0.827, data_time: 0.005, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7234, loss_cls: 2.2532, loss: 2.2532, grad_norm: 2.9709 2021-07-12 15:55:19,763 - mmaction - INFO - Epoch [150][720/1879] lr: 3.726e-02, eta: 2 days, 0:46:56, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.4645, top5_acc: 0.7070, loss_cls: 2.3454, loss: 2.3454, grad_norm: 3.0457 2021-07-12 15:55:36,719 - mmaction - INFO - Epoch [150][740/1879] lr: 3.726e-02, eta: 2 days, 0:46:35, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7102, loss_cls: 2.3256, loss: 2.3256, grad_norm: 3.0379 2021-07-12 15:55:53,813 - mmaction - INFO - Epoch [150][760/1879] lr: 3.726e-02, eta: 2 days, 0:46:13, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4684, top5_acc: 0.6965, loss_cls: 2.3479, loss: 2.3479, grad_norm: 2.9925 2021-07-12 15:56:10,917 - mmaction - INFO - Epoch [150][780/1879] lr: 3.726e-02, eta: 2 days, 0:45:52, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.4520, top5_acc: 0.7004, loss_cls: 2.4043, loss: 2.4043, grad_norm: 3.0324 2021-07-12 15:56:27,890 - mmaction - INFO - Epoch [150][800/1879] lr: 3.726e-02, eta: 2 days, 0:45:31, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7086, loss_cls: 2.3419, loss: 2.3419, grad_norm: 3.0925 2021-07-12 15:56:44,697 - mmaction - INFO - Epoch [150][820/1879] lr: 3.726e-02, eta: 2 days, 0:45:07, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7137, loss_cls: 2.3381, loss: 2.3381, grad_norm: 3.0172 2021-07-12 15:57:01,879 - mmaction - INFO - Epoch [150][840/1879] lr: 3.726e-02, eta: 2 days, 0:44:47, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.3005, loss: 2.3005, grad_norm: 2.9162 2021-07-12 15:57:18,660 - mmaction - INFO - Epoch [150][860/1879] lr: 3.726e-02, eta: 2 days, 0:44:24, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7035, loss_cls: 2.3973, loss: 2.3973, grad_norm: 3.0208 2021-07-12 15:57:35,849 - mmaction - INFO - Epoch [150][880/1879] lr: 3.726e-02, eta: 2 days, 0:44:03, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7023, loss_cls: 2.3487, loss: 2.3487, grad_norm: 3.0307 2021-07-12 15:57:52,773 - mmaction - INFO - Epoch [150][900/1879] lr: 3.726e-02, eta: 2 days, 0:43:40, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7008, loss_cls: 2.3242, loss: 2.3242, grad_norm: 2.9863 2021-07-12 15:58:09,696 - mmaction - INFO - Epoch [150][920/1879] lr: 3.726e-02, eta: 2 days, 0:43:19, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7199, loss_cls: 2.2560, loss: 2.2560, grad_norm: 2.9404 2021-07-12 15:58:26,566 - mmaction - INFO - Epoch [150][940/1879] lr: 3.726e-02, eta: 2 days, 0:42:56, time: 0.844, data_time: 0.007, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7023, loss_cls: 2.3282, loss: 2.3282, grad_norm: 3.0036 2021-07-12 15:58:43,353 - mmaction - INFO - Epoch [150][960/1879] lr: 3.726e-02, eta: 2 days, 0:42:33, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7086, loss_cls: 2.3487, loss: 2.3487, grad_norm: 2.9934 2021-07-12 15:59:00,483 - mmaction - INFO - Epoch [150][980/1879] lr: 3.726e-02, eta: 2 days, 0:42:12, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7211, loss_cls: 2.2376, loss: 2.2376, grad_norm: 2.9344 2021-07-12 15:59:17,156 - mmaction - INFO - Epoch [150][1000/1879] lr: 3.726e-02, eta: 2 days, 0:41:48, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7125, loss_cls: 2.3094, loss: 2.3094, grad_norm: 3.0028 2021-07-12 15:59:33,867 - mmaction - INFO - Epoch [150][1020/1879] lr: 3.726e-02, eta: 2 days, 0:41:24, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7090, loss_cls: 2.3196, loss: 2.3196, grad_norm: 3.0305 2021-07-12 15:59:50,710 - mmaction - INFO - Epoch [150][1040/1879] lr: 3.726e-02, eta: 2 days, 0:41:01, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.4688, top5_acc: 0.7094, loss_cls: 2.3198, loss: 2.3198, grad_norm: 2.9505 2021-07-12 16:00:07,699 - mmaction - INFO - Epoch [150][1060/1879] lr: 3.726e-02, eta: 2 days, 0:40:39, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7219, loss_cls: 2.2706, loss: 2.2706, grad_norm: 2.8778 2021-07-12 16:00:24,701 - mmaction - INFO - Epoch [150][1080/1879] lr: 3.726e-02, eta: 2 days, 0:40:18, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7094, loss_cls: 2.3712, loss: 2.3712, grad_norm: 3.0206 2021-07-12 16:00:41,753 - mmaction - INFO - Epoch [150][1100/1879] lr: 3.726e-02, eta: 2 days, 0:39:56, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7043, loss_cls: 2.2977, loss: 2.2977, grad_norm: 3.0536 2021-07-12 16:00:58,740 - mmaction - INFO - Epoch [150][1120/1879] lr: 3.726e-02, eta: 2 days, 0:39:35, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7258, loss_cls: 2.2974, loss: 2.2974, grad_norm: 3.0366 2021-07-12 16:01:15,646 - mmaction - INFO - Epoch [150][1140/1879] lr: 3.726e-02, eta: 2 days, 0:39:12, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7035, loss_cls: 2.3455, loss: 2.3455, grad_norm: 3.0188 2021-07-12 16:01:32,393 - mmaction - INFO - Epoch [150][1160/1879] lr: 3.726e-02, eta: 2 days, 0:38:49, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7301, loss_cls: 2.2279, loss: 2.2279, grad_norm: 2.9903 2021-07-12 16:01:49,155 - mmaction - INFO - Epoch [150][1180/1879] lr: 3.726e-02, eta: 2 days, 0:38:25, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4605, top5_acc: 0.6961, loss_cls: 2.4090, loss: 2.4090, grad_norm: 3.0088 2021-07-12 16:02:06,194 - mmaction - INFO - Epoch [150][1200/1879] lr: 3.726e-02, eta: 2 days, 0:38:04, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7000, loss_cls: 2.3659, loss: 2.3659, grad_norm: 2.9505 2021-07-12 16:02:23,035 - mmaction - INFO - Epoch [150][1220/1879] lr: 3.726e-02, eta: 2 days, 0:37:41, time: 0.843, data_time: 0.007, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7078, loss_cls: 2.3385, loss: 2.3385, grad_norm: 2.9843 2021-07-12 16:02:40,045 - mmaction - INFO - Epoch [150][1240/1879] lr: 3.726e-02, eta: 2 days, 0:37:19, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4625, top5_acc: 0.6980, loss_cls: 2.3897, loss: 2.3897, grad_norm: 3.0416 2021-07-12 16:02:56,978 - mmaction - INFO - Epoch [150][1260/1879] lr: 3.726e-02, eta: 2 days, 0:36:58, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7145, loss_cls: 2.3041, loss: 2.3041, grad_norm: 2.9936 2021-07-12 16:03:14,097 - mmaction - INFO - Epoch [150][1280/1879] lr: 3.726e-02, eta: 2 days, 0:36:37, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.4535, top5_acc: 0.7031, loss_cls: 2.3881, loss: 2.3881, grad_norm: 3.0227 2021-07-12 16:03:31,323 - mmaction - INFO - Epoch [150][1300/1879] lr: 3.726e-02, eta: 2 days, 0:36:17, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7211, loss_cls: 2.2267, loss: 2.2267, grad_norm: 2.9348 2021-07-12 16:03:48,119 - mmaction - INFO - Epoch [150][1320/1879] lr: 3.726e-02, eta: 2 days, 0:35:54, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7293, loss_cls: 2.2928, loss: 2.2928, grad_norm: 2.9877 2021-07-12 16:04:04,768 - mmaction - INFO - Epoch [150][1340/1879] lr: 3.726e-02, eta: 2 days, 0:35:30, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.4660, top5_acc: 0.6977, loss_cls: 2.3932, loss: 2.3932, grad_norm: 3.0574 2021-07-12 16:04:21,616 - mmaction - INFO - Epoch [150][1360/1879] lr: 3.726e-02, eta: 2 days, 0:35:07, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.4559, top5_acc: 0.6984, loss_cls: 2.3891, loss: 2.3891, grad_norm: 3.0222 2021-07-12 16:04:38,026 - mmaction - INFO - Epoch [150][1380/1879] lr: 3.726e-02, eta: 2 days, 0:34:41, time: 0.822, data_time: 0.003, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7188, loss_cls: 2.2694, loss: 2.2694, grad_norm: 2.9323 2021-07-12 16:04:54,924 - mmaction - INFO - Epoch [150][1400/1879] lr: 3.726e-02, eta: 2 days, 0:34:19, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7207, loss_cls: 2.2714, loss: 2.2714, grad_norm: 2.9565 2021-07-12 16:05:11,602 - mmaction - INFO - Epoch [150][1420/1879] lr: 3.726e-02, eta: 2 days, 0:33:54, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7156, loss_cls: 2.2732, loss: 2.2732, grad_norm: 2.9224 2021-07-12 16:05:28,618 - mmaction - INFO - Epoch [150][1440/1879] lr: 3.726e-02, eta: 2 days, 0:33:33, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.4562, top5_acc: 0.6980, loss_cls: 2.3830, loss: 2.3830, grad_norm: 3.0769 2021-07-12 16:05:45,850 - mmaction - INFO - Epoch [150][1460/1879] lr: 3.726e-02, eta: 2 days, 0:33:13, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7145, loss_cls: 2.3084, loss: 2.3084, grad_norm: 2.9784 2021-07-12 16:06:03,211 - mmaction - INFO - Epoch [150][1480/1879] lr: 3.726e-02, eta: 2 days, 0:32:55, time: 0.872, data_time: 0.006, memory: 6454, top1_acc: 0.4637, top5_acc: 0.6977, loss_cls: 2.3566, loss: 2.3566, grad_norm: 3.0941 2021-07-12 16:06:19,748 - mmaction - INFO - Epoch [150][1500/1879] lr: 3.726e-02, eta: 2 days, 0:32:30, time: 0.827, data_time: 0.002, memory: 6454, top1_acc: 0.4656, top5_acc: 0.7059, loss_cls: 2.3410, loss: 2.3410, grad_norm: 2.9868 2021-07-12 16:06:36,660 - mmaction - INFO - Epoch [150][1520/1879] lr: 3.726e-02, eta: 2 days, 0:32:07, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7223, loss_cls: 2.2508, loss: 2.2508, grad_norm: 2.9709 2021-07-12 16:06:53,857 - mmaction - INFO - Epoch [150][1540/1879] lr: 3.726e-02, eta: 2 days, 0:31:48, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.4562, top5_acc: 0.6988, loss_cls: 2.4160, loss: 2.4160, grad_norm: 3.0572 2021-07-12 16:07:10,837 - mmaction - INFO - Epoch [150][1560/1879] lr: 3.726e-02, eta: 2 days, 0:31:26, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.4617, top5_acc: 0.7031, loss_cls: 2.3873, loss: 2.3873, grad_norm: 3.0258 2021-07-12 16:07:27,854 - mmaction - INFO - Epoch [150][1580/1879] lr: 3.726e-02, eta: 2 days, 0:31:05, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4648, top5_acc: 0.7188, loss_cls: 2.2853, loss: 2.2853, grad_norm: 2.9202 2021-07-12 16:07:44,606 - mmaction - INFO - Epoch [150][1600/1879] lr: 3.726e-02, eta: 2 days, 0:30:41, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.4539, top5_acc: 0.7016, loss_cls: 2.4159, loss: 2.4159, grad_norm: 3.0681 2021-07-12 16:08:01,790 - mmaction - INFO - Epoch [150][1620/1879] lr: 3.726e-02, eta: 2 days, 0:30:21, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.4547, top5_acc: 0.7035, loss_cls: 2.3750, loss: 2.3750, grad_norm: 3.0105 2021-07-12 16:08:18,765 - mmaction - INFO - Epoch [150][1640/1879] lr: 3.726e-02, eta: 2 days, 0:30:00, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7125, loss_cls: 2.3206, loss: 2.3206, grad_norm: 2.9349 2021-07-12 16:08:35,421 - mmaction - INFO - Epoch [150][1660/1879] lr: 3.726e-02, eta: 2 days, 0:29:36, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7109, loss_cls: 2.3143, loss: 2.3143, grad_norm: 2.9779 2021-07-12 16:08:52,386 - mmaction - INFO - Epoch [150][1680/1879] lr: 3.726e-02, eta: 2 days, 0:29:14, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7184, loss_cls: 2.3055, loss: 2.3055, grad_norm: 2.9982 2021-07-12 16:09:09,381 - mmaction - INFO - Epoch [150][1700/1879] lr: 3.726e-02, eta: 2 days, 0:28:53, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7172, loss_cls: 2.2879, loss: 2.2879, grad_norm: 2.9649 2021-07-12 16:09:26,385 - mmaction - INFO - Epoch [150][1720/1879] lr: 3.726e-02, eta: 2 days, 0:28:31, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4648, top5_acc: 0.7012, loss_cls: 2.3850, loss: 2.3850, grad_norm: 2.9807 2021-07-12 16:09:43,133 - mmaction - INFO - Epoch [150][1740/1879] lr: 3.726e-02, eta: 2 days, 0:28:08, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.4508, top5_acc: 0.7031, loss_cls: 2.4164, loss: 2.4164, grad_norm: 3.0518 2021-07-12 16:09:59,831 - mmaction - INFO - Epoch [150][1760/1879] lr: 3.726e-02, eta: 2 days, 0:27:44, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4684, top5_acc: 0.6996, loss_cls: 2.3608, loss: 2.3608, grad_norm: 2.9786 2021-07-12 16:10:16,886 - mmaction - INFO - Epoch [150][1780/1879] lr: 3.726e-02, eta: 2 days, 0:27:23, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.4645, top5_acc: 0.6988, loss_cls: 2.3915, loss: 2.3915, grad_norm: 3.0273 2021-07-12 16:10:33,699 - mmaction - INFO - Epoch [150][1800/1879] lr: 3.726e-02, eta: 2 days, 0:27:00, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7121, loss_cls: 2.2907, loss: 2.2907, grad_norm: 2.9952 2021-07-12 16:10:50,700 - mmaction - INFO - Epoch [150][1820/1879] lr: 3.726e-02, eta: 2 days, 0:26:39, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7027, loss_cls: 2.3502, loss: 2.3502, grad_norm: 3.0490 2021-07-12 16:11:07,810 - mmaction - INFO - Epoch [150][1840/1879] lr: 3.726e-02, eta: 2 days, 0:26:18, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.4738, top5_acc: 0.6918, loss_cls: 2.3602, loss: 2.3602, grad_norm: 2.9632 2021-07-12 16:11:24,735 - mmaction - INFO - Epoch [150][1860/1879] lr: 3.726e-02, eta: 2 days, 0:25:56, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7273, loss_cls: 2.2862, loss: 2.2862, grad_norm: 2.9685 2021-07-12 16:14:36,996 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-12 16:14:37,783 - mmaction - INFO - top1_acc 0.5288 top5_acc 0.7825 2021-07-12 16:14:37,784 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-12 16:14:37,814 - mmaction - INFO - mean_acc 0.5285 2021-07-12 16:14:37,822 - mmaction - INFO - Epoch(val) [150][155] top1_acc: 0.5288, top5_acc: 0.7825, mean_class_accuracy: 0.5285 2021-07-12 16:15:30,585 - mmaction - INFO - Epoch [151][20/1879] lr: 3.666e-02, eta: 2 days, 0:27:43, time: 2.636, data_time: 1.607, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7355, loss_cls: 2.1697, loss: 2.1697, grad_norm: 2.8922 2021-07-12 16:15:47,107 - mmaction - INFO - Epoch [151][40/1879] lr: 3.666e-02, eta: 2 days, 0:27:17, time: 0.825, data_time: 0.010, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7078, loss_cls: 2.3372, loss: 2.3372, grad_norm: 2.9739 2021-07-12 16:16:03,656 - mmaction - INFO - Epoch [151][60/1879] lr: 3.666e-02, eta: 2 days, 0:26:53, time: 0.828, data_time: 0.006, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7203, loss_cls: 2.2404, loss: 2.2404, grad_norm: 2.9510 2021-07-12 16:16:20,236 - mmaction - INFO - Epoch [151][80/1879] lr: 3.666e-02, eta: 2 days, 0:26:28, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7113, loss_cls: 2.3411, loss: 2.3411, grad_norm: 2.9910 2021-07-12 16:16:36,709 - mmaction - INFO - Epoch [151][100/1879] lr: 3.666e-02, eta: 2 days, 0:26:02, time: 0.820, data_time: 0.004, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7316, loss_cls: 2.2011, loss: 2.2011, grad_norm: 2.9410 2021-07-12 16:16:53,276 - mmaction - INFO - Epoch [151][120/1879] lr: 3.666e-02, eta: 2 days, 0:25:38, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7293, loss_cls: 2.2283, loss: 2.2283, grad_norm: 3.0337 2021-07-12 16:17:09,805 - mmaction - INFO - Epoch [151][140/1879] lr: 3.666e-02, eta: 2 days, 0:25:13, time: 0.826, data_time: 0.002, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7180, loss_cls: 2.2563, loss: 2.2563, grad_norm: 2.9559 2021-07-12 16:17:26,476 - mmaction - INFO - Epoch [151][160/1879] lr: 3.666e-02, eta: 2 days, 0:24:49, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.4664, top5_acc: 0.7121, loss_cls: 2.3141, loss: 2.3141, grad_norm: 3.0022 2021-07-12 16:17:43,183 - mmaction - INFO - Epoch [151][180/1879] lr: 3.666e-02, eta: 2 days, 0:24:26, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.3209, loss: 2.3209, grad_norm: 3.0033 2021-07-12 16:17:59,864 - mmaction - INFO - Epoch [151][200/1879] lr: 3.666e-02, eta: 2 days, 0:24:02, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7375, loss_cls: 2.2023, loss: 2.2023, grad_norm: 3.0063 2021-07-12 16:18:16,872 - mmaction - INFO - Epoch [151][220/1879] lr: 3.666e-02, eta: 2 days, 0:23:40, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7262, loss_cls: 2.2780, loss: 2.2780, grad_norm: 3.0333 2021-07-12 16:18:33,800 - mmaction - INFO - Epoch [151][240/1879] lr: 3.666e-02, eta: 2 days, 0:23:19, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7211, loss_cls: 2.2700, loss: 2.2700, grad_norm: 3.0345 2021-07-12 16:18:50,553 - mmaction - INFO - Epoch [151][260/1879] lr: 3.666e-02, eta: 2 days, 0:22:56, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7242, loss_cls: 2.2679, loss: 2.2679, grad_norm: 2.9609 2021-07-12 16:19:07,610 - mmaction - INFO - Epoch [151][280/1879] lr: 3.666e-02, eta: 2 days, 0:22:35, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7262, loss_cls: 2.2607, loss: 2.2607, grad_norm: 2.9280 2021-07-12 16:19:24,573 - mmaction - INFO - Epoch [151][300/1879] lr: 3.666e-02, eta: 2 days, 0:22:13, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7098, loss_cls: 2.2867, loss: 2.2867, grad_norm: 3.0414 2021-07-12 16:19:41,567 - mmaction - INFO - Epoch [151][320/1879] lr: 3.666e-02, eta: 2 days, 0:21:51, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4930, top5_acc: 0.7191, loss_cls: 2.2619, loss: 2.2619, grad_norm: 2.9674 2021-07-12 16:19:58,579 - mmaction - INFO - Epoch [151][340/1879] lr: 3.666e-02, eta: 2 days, 0:21:30, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.4734, top5_acc: 0.6984, loss_cls: 2.3351, loss: 2.3351, grad_norm: 3.0366 2021-07-12 16:20:15,673 - mmaction - INFO - Epoch [151][360/1879] lr: 3.666e-02, eta: 2 days, 0:21:09, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7148, loss_cls: 2.3013, loss: 2.3013, grad_norm: 3.0516 2021-07-12 16:20:32,617 - mmaction - INFO - Epoch [151][380/1879] lr: 3.666e-02, eta: 2 days, 0:20:48, time: 0.848, data_time: 0.007, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7141, loss_cls: 2.2898, loss: 2.2898, grad_norm: 3.0535 2021-07-12 16:20:49,292 - mmaction - INFO - Epoch [151][400/1879] lr: 3.666e-02, eta: 2 days, 0:20:24, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7145, loss_cls: 2.3175, loss: 2.3175, grad_norm: 3.0367 2021-07-12 16:21:06,281 - mmaction - INFO - Epoch [151][420/1879] lr: 3.666e-02, eta: 2 days, 0:20:03, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7168, loss_cls: 2.3080, loss: 2.3080, grad_norm: 3.0075 2021-07-12 16:21:23,212 - mmaction - INFO - Epoch [151][440/1879] lr: 3.666e-02, eta: 2 days, 0:19:41, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7145, loss_cls: 2.3126, loss: 2.3126, grad_norm: 2.9815 2021-07-12 16:21:39,990 - mmaction - INFO - Epoch [151][460/1879] lr: 3.666e-02, eta: 2 days, 0:19:18, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7059, loss_cls: 2.3403, loss: 2.3403, grad_norm: 3.0864 2021-07-12 16:21:56,792 - mmaction - INFO - Epoch [151][480/1879] lr: 3.666e-02, eta: 2 days, 0:18:55, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7219, loss_cls: 2.2854, loss: 2.2854, grad_norm: 2.9763 2021-07-12 16:22:13,841 - mmaction - INFO - Epoch [151][500/1879] lr: 3.666e-02, eta: 2 days, 0:18:34, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.4602, top5_acc: 0.7070, loss_cls: 2.3613, loss: 2.3613, grad_norm: 3.0696 2021-07-12 16:22:30,969 - mmaction - INFO - Epoch [151][520/1879] lr: 3.666e-02, eta: 2 days, 0:18:14, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7191, loss_cls: 2.2405, loss: 2.2405, grad_norm: 3.0177 2021-07-12 16:22:47,963 - mmaction - INFO - Epoch [151][540/1879] lr: 3.666e-02, eta: 2 days, 0:17:53, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7000, loss_cls: 2.3832, loss: 2.3832, grad_norm: 3.0956 2021-07-12 16:23:04,751 - mmaction - INFO - Epoch [151][560/1879] lr: 3.666e-02, eta: 2 days, 0:17:30, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7098, loss_cls: 2.3351, loss: 2.3351, grad_norm: 3.0437 2021-07-12 16:23:21,274 - mmaction - INFO - Epoch [151][580/1879] lr: 3.666e-02, eta: 2 days, 0:17:05, time: 0.827, data_time: 0.003, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7156, loss_cls: 2.2918, loss: 2.2918, grad_norm: 3.0400 2021-07-12 16:23:38,415 - mmaction - INFO - Epoch [151][600/1879] lr: 3.666e-02, eta: 2 days, 0:16:45, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4660, top5_acc: 0.7012, loss_cls: 2.3768, loss: 2.3768, grad_norm: 2.9896 2021-07-12 16:23:55,188 - mmaction - INFO - Epoch [151][620/1879] lr: 3.666e-02, eta: 2 days, 0:16:22, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7074, loss_cls: 2.3409, loss: 2.3409, grad_norm: 2.9732 2021-07-12 16:24:12,192 - mmaction - INFO - Epoch [151][640/1879] lr: 3.666e-02, eta: 2 days, 0:16:01, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7156, loss_cls: 2.2687, loss: 2.2687, grad_norm: 2.9888 2021-07-12 16:24:29,410 - mmaction - INFO - Epoch [151][660/1879] lr: 3.666e-02, eta: 2 days, 0:15:41, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7137, loss_cls: 2.3078, loss: 2.3078, grad_norm: 3.0090 2021-07-12 16:24:46,104 - mmaction - INFO - Epoch [151][680/1879] lr: 3.666e-02, eta: 2 days, 0:15:18, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7066, loss_cls: 2.3320, loss: 2.3320, grad_norm: 3.0607 2021-07-12 16:25:02,984 - mmaction - INFO - Epoch [151][700/1879] lr: 3.666e-02, eta: 2 days, 0:14:56, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7102, loss_cls: 2.3075, loss: 2.3075, grad_norm: 2.9833 2021-07-12 16:25:20,097 - mmaction - INFO - Epoch [151][720/1879] lr: 3.666e-02, eta: 2 days, 0:14:35, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7191, loss_cls: 2.3155, loss: 2.3155, grad_norm: 2.9789 2021-07-12 16:25:37,079 - mmaction - INFO - Epoch [151][740/1879] lr: 3.666e-02, eta: 2 days, 0:14:14, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7141, loss_cls: 2.2921, loss: 2.2921, grad_norm: 2.9837 2021-07-12 16:25:53,954 - mmaction - INFO - Epoch [151][760/1879] lr: 3.666e-02, eta: 2 days, 0:13:52, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7238, loss_cls: 2.2689, loss: 2.2689, grad_norm: 3.0095 2021-07-12 16:26:10,963 - mmaction - INFO - Epoch [151][780/1879] lr: 3.666e-02, eta: 2 days, 0:13:31, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7371, loss_cls: 2.2234, loss: 2.2234, grad_norm: 3.0626 2021-07-12 16:26:28,090 - mmaction - INFO - Epoch [151][800/1879] lr: 3.666e-02, eta: 2 days, 0:13:10, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7164, loss_cls: 2.3297, loss: 2.3297, grad_norm: 3.0501 2021-07-12 16:26:45,062 - mmaction - INFO - Epoch [151][820/1879] lr: 3.666e-02, eta: 2 days, 0:12:49, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.4758, top5_acc: 0.7152, loss_cls: 2.3052, loss: 2.3052, grad_norm: 2.9798 2021-07-12 16:27:01,716 - mmaction - INFO - Epoch [151][840/1879] lr: 3.666e-02, eta: 2 days, 0:12:26, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7172, loss_cls: 2.2537, loss: 2.2537, grad_norm: 2.9796 2021-07-12 16:27:18,717 - mmaction - INFO - Epoch [151][860/1879] lr: 3.666e-02, eta: 2 days, 0:12:04, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7164, loss_cls: 2.3042, loss: 2.3042, grad_norm: 3.0376 2021-07-12 16:27:35,633 - mmaction - INFO - Epoch [151][880/1879] lr: 3.666e-02, eta: 2 days, 0:11:43, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7055, loss_cls: 2.3441, loss: 2.3441, grad_norm: 3.0183 2021-07-12 16:27:52,742 - mmaction - INFO - Epoch [151][900/1879] lr: 3.666e-02, eta: 2 days, 0:11:22, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7270, loss_cls: 2.2714, loss: 2.2714, grad_norm: 3.0534 2021-07-12 16:28:09,739 - mmaction - INFO - Epoch [151][920/1879] lr: 3.666e-02, eta: 2 days, 0:11:01, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7270, loss_cls: 2.1749, loss: 2.1749, grad_norm: 2.9977 2021-07-12 16:28:26,900 - mmaction - INFO - Epoch [151][940/1879] lr: 3.666e-02, eta: 2 days, 0:10:41, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7016, loss_cls: 2.3318, loss: 2.3318, grad_norm: 3.0013 2021-07-12 16:28:43,765 - mmaction - INFO - Epoch [151][960/1879] lr: 3.666e-02, eta: 2 days, 0:10:19, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7168, loss_cls: 2.2968, loss: 2.2968, grad_norm: 2.9605 2021-07-12 16:29:00,772 - mmaction - INFO - Epoch [151][980/1879] lr: 3.666e-02, eta: 2 days, 0:09:58, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7160, loss_cls: 2.2686, loss: 2.2686, grad_norm: 2.9980 2021-07-12 16:29:17,613 - mmaction - INFO - Epoch [151][1000/1879] lr: 3.666e-02, eta: 2 days, 0:09:36, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.4758, top5_acc: 0.7047, loss_cls: 2.3095, loss: 2.3095, grad_norm: 2.9888 2021-07-12 16:29:34,695 - mmaction - INFO - Epoch [151][1020/1879] lr: 3.666e-02, eta: 2 days, 0:09:15, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4566, top5_acc: 0.7027, loss_cls: 2.3791, loss: 2.3791, grad_norm: 3.0840 2021-07-12 16:29:51,577 - mmaction - INFO - Epoch [151][1040/1879] lr: 3.666e-02, eta: 2 days, 0:08:53, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7152, loss_cls: 2.3126, loss: 2.3126, grad_norm: 2.9517 2021-07-12 16:30:08,493 - mmaction - INFO - Epoch [151][1060/1879] lr: 3.666e-02, eta: 2 days, 0:08:31, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7047, loss_cls: 2.3719, loss: 2.3719, grad_norm: 3.0255 2021-07-12 16:30:25,442 - mmaction - INFO - Epoch [151][1080/1879] lr: 3.666e-02, eta: 2 days, 0:08:10, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7117, loss_cls: 2.3080, loss: 2.3080, grad_norm: 3.0401 2021-07-12 16:30:42,328 - mmaction - INFO - Epoch [151][1100/1879] lr: 3.666e-02, eta: 2 days, 0:07:48, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7172, loss_cls: 2.2981, loss: 2.2981, grad_norm: 3.0140 2021-07-12 16:30:59,433 - mmaction - INFO - Epoch [151][1120/1879] lr: 3.666e-02, eta: 2 days, 0:07:28, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7109, loss_cls: 2.3159, loss: 2.3159, grad_norm: 3.0107 2021-07-12 16:31:16,122 - mmaction - INFO - Epoch [151][1140/1879] lr: 3.666e-02, eta: 2 days, 0:07:04, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.4688, top5_acc: 0.7055, loss_cls: 2.3372, loss: 2.3372, grad_norm: 2.9941 2021-07-12 16:31:32,859 - mmaction - INFO - Epoch [151][1160/1879] lr: 3.666e-02, eta: 2 days, 0:06:42, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.4676, top5_acc: 0.7094, loss_cls: 2.3357, loss: 2.3357, grad_norm: 2.9887 2021-07-12 16:31:49,628 - mmaction - INFO - Epoch [151][1180/1879] lr: 3.666e-02, eta: 2 days, 0:06:19, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7156, loss_cls: 2.3124, loss: 2.3124, grad_norm: 2.9296 2021-07-12 16:32:06,517 - mmaction - INFO - Epoch [151][1200/1879] lr: 3.666e-02, eta: 2 days, 0:05:57, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.4625, top5_acc: 0.6957, loss_cls: 2.4118, loss: 2.4118, grad_norm: 3.0090 2021-07-12 16:32:23,394 - mmaction - INFO - Epoch [151][1220/1879] lr: 3.666e-02, eta: 2 days, 0:05:35, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7117, loss_cls: 2.3198, loss: 2.3198, grad_norm: 2.9945 2021-07-12 16:32:40,030 - mmaction - INFO - Epoch [151][1240/1879] lr: 3.666e-02, eta: 2 days, 0:05:11, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7059, loss_cls: 2.3848, loss: 2.3848, grad_norm: 3.0113 2021-07-12 16:32:56,820 - mmaction - INFO - Epoch [151][1260/1879] lr: 3.666e-02, eta: 2 days, 0:04:49, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7219, loss_cls: 2.2906, loss: 2.2906, grad_norm: 3.0129 2021-07-12 16:33:13,888 - mmaction - INFO - Epoch [151][1280/1879] lr: 3.666e-02, eta: 2 days, 0:04:28, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7156, loss_cls: 2.2990, loss: 2.2990, grad_norm: 2.9913 2021-07-12 16:33:30,818 - mmaction - INFO - Epoch [151][1300/1879] lr: 3.666e-02, eta: 2 days, 0:04:07, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7137, loss_cls: 2.3234, loss: 2.3234, grad_norm: 2.9667 2021-07-12 16:33:47,884 - mmaction - INFO - Epoch [151][1320/1879] lr: 3.666e-02, eta: 2 days, 0:03:46, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7074, loss_cls: 2.3352, loss: 2.3352, grad_norm: 2.9650 2021-07-12 16:34:04,619 - mmaction - INFO - Epoch [151][1340/1879] lr: 3.666e-02, eta: 2 days, 0:03:23, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7141, loss_cls: 2.2824, loss: 2.2824, grad_norm: 2.9529 2021-07-12 16:34:21,600 - mmaction - INFO - Epoch [151][1360/1879] lr: 3.666e-02, eta: 2 days, 0:03:02, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4688, top5_acc: 0.7176, loss_cls: 2.3109, loss: 2.3109, grad_norm: 3.0417 2021-07-12 16:34:38,402 - mmaction - INFO - Epoch [151][1380/1879] lr: 3.666e-02, eta: 2 days, 0:02:40, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4512, top5_acc: 0.6996, loss_cls: 2.3690, loss: 2.3690, grad_norm: 3.0473 2021-07-12 16:34:55,445 - mmaction - INFO - Epoch [151][1400/1879] lr: 3.666e-02, eta: 2 days, 0:02:19, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7082, loss_cls: 2.3033, loss: 2.3033, grad_norm: 2.9679 2021-07-12 16:35:12,147 - mmaction - INFO - Epoch [151][1420/1879] lr: 3.666e-02, eta: 2 days, 0:01:56, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7254, loss_cls: 2.2621, loss: 2.2621, grad_norm: 2.9970 2021-07-12 16:35:29,266 - mmaction - INFO - Epoch [151][1440/1879] lr: 3.666e-02, eta: 2 days, 0:01:36, time: 0.856, data_time: 0.010, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7230, loss_cls: 2.2688, loss: 2.2688, grad_norm: 3.0474 2021-07-12 16:35:46,442 - mmaction - INFO - Epoch [151][1460/1879] lr: 3.666e-02, eta: 2 days, 0:01:16, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7312, loss_cls: 2.2316, loss: 2.2316, grad_norm: 2.9519 2021-07-12 16:36:03,158 - mmaction - INFO - Epoch [151][1480/1879] lr: 3.666e-02, eta: 2 days, 0:00:53, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7156, loss_cls: 2.3051, loss: 2.3051, grad_norm: 3.0241 2021-07-12 16:36:19,911 - mmaction - INFO - Epoch [151][1500/1879] lr: 3.666e-02, eta: 2 days, 0:00:30, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7125, loss_cls: 2.3318, loss: 2.3318, grad_norm: 3.0153 2021-07-12 16:36:36,905 - mmaction - INFO - Epoch [151][1520/1879] lr: 3.666e-02, eta: 2 days, 0:00:09, time: 0.847, data_time: 0.008, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7070, loss_cls: 2.3896, loss: 2.3896, grad_norm: 3.0380 2021-07-12 16:36:53,448 - mmaction - INFO - Epoch [151][1540/1879] lr: 3.666e-02, eta: 1 day, 23:59:45, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.4871, top5_acc: 0.6988, loss_cls: 2.3493, loss: 2.3493, grad_norm: 2.9613 2021-07-12 16:37:09,959 - mmaction - INFO - Epoch [151][1560/1879] lr: 3.666e-02, eta: 1 day, 23:59:21, time: 0.825, data_time: 0.001, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7164, loss_cls: 2.3108, loss: 2.3108, grad_norm: 3.0083 2021-07-12 16:37:27,128 - mmaction - INFO - Epoch [151][1580/1879] lr: 3.666e-02, eta: 1 day, 23:59:01, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7207, loss_cls: 2.2980, loss: 2.2980, grad_norm: 3.0244 2021-07-12 16:37:43,958 - mmaction - INFO - Epoch [151][1600/1879] lr: 3.666e-02, eta: 1 day, 23:58:39, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7172, loss_cls: 2.3067, loss: 2.3067, grad_norm: 3.0028 2021-07-12 16:38:00,955 - mmaction - INFO - Epoch [151][1620/1879] lr: 3.666e-02, eta: 1 day, 23:58:18, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4730, top5_acc: 0.6945, loss_cls: 2.3667, loss: 2.3667, grad_norm: 3.0274 2021-07-12 16:38:17,681 - mmaction - INFO - Epoch [151][1640/1879] lr: 3.666e-02, eta: 1 day, 23:57:55, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.4645, top5_acc: 0.7176, loss_cls: 2.3355, loss: 2.3355, grad_norm: 2.9775 2021-07-12 16:38:34,557 - mmaction - INFO - Epoch [151][1660/1879] lr: 3.666e-02, eta: 1 day, 23:57:34, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7277, loss_cls: 2.3448, loss: 2.3448, grad_norm: 3.0591 2021-07-12 16:38:51,438 - mmaction - INFO - Epoch [151][1680/1879] lr: 3.666e-02, eta: 1 day, 23:57:12, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7016, loss_cls: 2.3685, loss: 2.3685, grad_norm: 2.9806 2021-07-12 16:39:08,061 - mmaction - INFO - Epoch [151][1700/1879] lr: 3.666e-02, eta: 1 day, 23:56:48, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7086, loss_cls: 2.3383, loss: 2.3383, grad_norm: 2.9817 2021-07-12 16:39:25,136 - mmaction - INFO - Epoch [151][1720/1879] lr: 3.666e-02, eta: 1 day, 23:56:28, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7137, loss_cls: 2.2995, loss: 2.2995, grad_norm: 2.9955 2021-07-12 16:39:42,076 - mmaction - INFO - Epoch [151][1740/1879] lr: 3.666e-02, eta: 1 day, 23:56:07, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.4637, top5_acc: 0.6973, loss_cls: 2.4287, loss: 2.4287, grad_norm: 3.0622 2021-07-12 16:39:58,916 - mmaction - INFO - Epoch [151][1760/1879] lr: 3.666e-02, eta: 1 day, 23:55:44, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7094, loss_cls: 2.3364, loss: 2.3364, grad_norm: 3.0813 2021-07-12 16:40:15,813 - mmaction - INFO - Epoch [151][1780/1879] lr: 3.666e-02, eta: 1 day, 23:55:23, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7145, loss_cls: 2.3260, loss: 2.3260, grad_norm: 3.0532 2021-07-12 16:40:32,809 - mmaction - INFO - Epoch [151][1800/1879] lr: 3.666e-02, eta: 1 day, 23:55:02, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7070, loss_cls: 2.3317, loss: 2.3317, grad_norm: 2.9727 2021-07-12 16:40:49,501 - mmaction - INFO - Epoch [151][1820/1879] lr: 3.666e-02, eta: 1 day, 23:54:39, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7250, loss_cls: 2.2851, loss: 2.2851, grad_norm: 3.0942 2021-07-12 16:41:06,290 - mmaction - INFO - Epoch [151][1840/1879] lr: 3.666e-02, eta: 1 day, 23:54:17, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7270, loss_cls: 2.3035, loss: 2.3035, grad_norm: 3.0690 2021-07-12 16:41:23,190 - mmaction - INFO - Epoch [151][1860/1879] lr: 3.666e-02, eta: 1 day, 23:53:55, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7055, loss_cls: 2.3495, loss: 2.3495, grad_norm: 3.0856 2021-07-12 16:42:33,920 - mmaction - INFO - Epoch [152][20/1879] lr: 3.607e-02, eta: 1 day, 23:55:42, time: 2.709, data_time: 1.784, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7258, loss_cls: 2.2474, loss: 2.2474, grad_norm: 3.0239 2021-07-12 16:42:50,589 - mmaction - INFO - Epoch [152][40/1879] lr: 3.607e-02, eta: 1 day, 23:55:18, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7211, loss_cls: 2.2534, loss: 2.2534, grad_norm: 2.9953 2021-07-12 16:43:07,323 - mmaction - INFO - Epoch [152][60/1879] lr: 3.607e-02, eta: 1 day, 23:54:55, time: 0.837, data_time: 0.006, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7301, loss_cls: 2.2228, loss: 2.2228, grad_norm: 2.9726 2021-07-12 16:43:24,181 - mmaction - INFO - Epoch [152][80/1879] lr: 3.607e-02, eta: 1 day, 23:54:33, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7133, loss_cls: 2.2946, loss: 2.2946, grad_norm: 3.0707 2021-07-12 16:43:41,246 - mmaction - INFO - Epoch [152][100/1879] lr: 3.607e-02, eta: 1 day, 23:54:13, time: 0.853, data_time: 0.008, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7160, loss_cls: 2.3235, loss: 2.3235, grad_norm: 3.0686 2021-07-12 16:43:58,377 - mmaction - INFO - Epoch [152][120/1879] lr: 3.607e-02, eta: 1 day, 23:53:53, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7129, loss_cls: 2.2869, loss: 2.2869, grad_norm: 2.9489 2021-07-12 16:44:15,156 - mmaction - INFO - Epoch [152][140/1879] lr: 3.607e-02, eta: 1 day, 23:53:31, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4750, top5_acc: 0.7074, loss_cls: 2.3403, loss: 2.3403, grad_norm: 3.0204 2021-07-12 16:44:32,099 - mmaction - INFO - Epoch [152][160/1879] lr: 3.607e-02, eta: 1 day, 23:53:09, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7293, loss_cls: 2.2580, loss: 2.2580, grad_norm: 3.0189 2021-07-12 16:44:48,942 - mmaction - INFO - Epoch [152][180/1879] lr: 3.607e-02, eta: 1 day, 23:52:47, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7055, loss_cls: 2.3266, loss: 2.3266, grad_norm: 3.0123 2021-07-12 16:45:06,125 - mmaction - INFO - Epoch [152][200/1879] lr: 3.607e-02, eta: 1 day, 23:52:28, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7156, loss_cls: 2.2978, loss: 2.2978, grad_norm: 2.9989 2021-07-12 16:45:23,130 - mmaction - INFO - Epoch [152][220/1879] lr: 3.607e-02, eta: 1 day, 23:52:07, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7203, loss_cls: 2.2781, loss: 2.2781, grad_norm: 2.9780 2021-07-12 16:45:39,989 - mmaction - INFO - Epoch [152][240/1879] lr: 3.607e-02, eta: 1 day, 23:51:45, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7156, loss_cls: 2.3176, loss: 2.3176, grad_norm: 2.9739 2021-07-12 16:45:57,066 - mmaction - INFO - Epoch [152][260/1879] lr: 3.607e-02, eta: 1 day, 23:51:25, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7180, loss_cls: 2.3023, loss: 2.3023, grad_norm: 3.0710 2021-07-12 16:46:14,178 - mmaction - INFO - Epoch [152][280/1879] lr: 3.607e-02, eta: 1 day, 23:51:05, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7242, loss_cls: 2.2444, loss: 2.2444, grad_norm: 3.0308 2021-07-12 16:46:31,170 - mmaction - INFO - Epoch [152][300/1879] lr: 3.607e-02, eta: 1 day, 23:50:44, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7156, loss_cls: 2.2627, loss: 2.2627, grad_norm: 3.0348 2021-07-12 16:46:48,131 - mmaction - INFO - Epoch [152][320/1879] lr: 3.607e-02, eta: 1 day, 23:50:22, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7113, loss_cls: 2.2933, loss: 2.2933, grad_norm: 2.9930 2021-07-12 16:47:05,364 - mmaction - INFO - Epoch [152][340/1879] lr: 3.607e-02, eta: 1 day, 23:50:03, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.5023, top5_acc: 0.7379, loss_cls: 2.1960, loss: 2.1960, grad_norm: 2.9834 2021-07-12 16:47:22,270 - mmaction - INFO - Epoch [152][360/1879] lr: 3.607e-02, eta: 1 day, 23:49:42, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.2290, loss: 2.2290, grad_norm: 3.0164 2021-07-12 16:47:39,307 - mmaction - INFO - Epoch [152][380/1879] lr: 3.607e-02, eta: 1 day, 23:49:21, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7082, loss_cls: 2.3052, loss: 2.3052, grad_norm: 3.0297 2021-07-12 16:47:56,308 - mmaction - INFO - Epoch [152][400/1879] lr: 3.607e-02, eta: 1 day, 23:49:00, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4672, top5_acc: 0.7156, loss_cls: 2.3259, loss: 2.3259, grad_norm: 3.0208 2021-07-12 16:48:13,280 - mmaction - INFO - Epoch [152][420/1879] lr: 3.607e-02, eta: 1 day, 23:48:40, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7246, loss_cls: 2.2782, loss: 2.2782, grad_norm: 3.0495 2021-07-12 16:48:30,301 - mmaction - INFO - Epoch [152][440/1879] lr: 3.607e-02, eta: 1 day, 23:48:19, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7363, loss_cls: 2.2402, loss: 2.2402, grad_norm: 2.9854 2021-07-12 16:48:47,325 - mmaction - INFO - Epoch [152][460/1879] lr: 3.607e-02, eta: 1 day, 23:47:58, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7211, loss_cls: 2.2575, loss: 2.2575, grad_norm: 3.0093 2021-07-12 16:49:04,068 - mmaction - INFO - Epoch [152][480/1879] lr: 3.607e-02, eta: 1 day, 23:47:35, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7320, loss_cls: 2.2449, loss: 2.2449, grad_norm: 3.0780 2021-07-12 16:49:21,229 - mmaction - INFO - Epoch [152][500/1879] lr: 3.607e-02, eta: 1 day, 23:47:16, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7301, loss_cls: 2.2162, loss: 2.2162, grad_norm: 3.0601 2021-07-12 16:49:38,217 - mmaction - INFO - Epoch [152][520/1879] lr: 3.607e-02, eta: 1 day, 23:46:55, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7008, loss_cls: 2.3554, loss: 2.3554, grad_norm: 3.0972 2021-07-12 16:49:55,332 - mmaction - INFO - Epoch [152][540/1879] lr: 3.607e-02, eta: 1 day, 23:46:35, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7133, loss_cls: 2.2853, loss: 2.2853, grad_norm: 3.0141 2021-07-12 16:50:12,317 - mmaction - INFO - Epoch [152][560/1879] lr: 3.607e-02, eta: 1 day, 23:46:14, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4629, top5_acc: 0.7078, loss_cls: 2.3252, loss: 2.3252, grad_norm: 3.0143 2021-07-12 16:50:29,059 - mmaction - INFO - Epoch [152][580/1879] lr: 3.607e-02, eta: 1 day, 23:45:51, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7172, loss_cls: 2.3166, loss: 2.3166, grad_norm: 3.0656 2021-07-12 16:50:45,949 - mmaction - INFO - Epoch [152][600/1879] lr: 3.607e-02, eta: 1 day, 23:45:30, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7195, loss_cls: 2.3070, loss: 2.3070, grad_norm: 3.0503 2021-07-12 16:51:02,719 - mmaction - INFO - Epoch [152][620/1879] lr: 3.607e-02, eta: 1 day, 23:45:08, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7262, loss_cls: 2.2254, loss: 2.2254, grad_norm: 3.0766 2021-07-12 16:51:19,346 - mmaction - INFO - Epoch [152][640/1879] lr: 3.607e-02, eta: 1 day, 23:44:44, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7145, loss_cls: 2.2721, loss: 2.2721, grad_norm: 3.0743 2021-07-12 16:51:36,250 - mmaction - INFO - Epoch [152][660/1879] lr: 3.607e-02, eta: 1 day, 23:44:23, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7246, loss_cls: 2.1939, loss: 2.1939, grad_norm: 3.0154 2021-07-12 16:51:53,224 - mmaction - INFO - Epoch [152][680/1879] lr: 3.607e-02, eta: 1 day, 23:44:02, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7215, loss_cls: 2.2466, loss: 2.2466, grad_norm: 3.0724 2021-07-12 16:52:10,097 - mmaction - INFO - Epoch [152][700/1879] lr: 3.607e-02, eta: 1 day, 23:43:40, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4676, top5_acc: 0.7066, loss_cls: 2.3313, loss: 2.3313, grad_norm: 3.0426 2021-07-12 16:52:27,175 - mmaction - INFO - Epoch [152][720/1879] lr: 3.607e-02, eta: 1 day, 23:43:20, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7078, loss_cls: 2.3211, loss: 2.3211, grad_norm: 3.0533 2021-07-12 16:52:43,953 - mmaction - INFO - Epoch [152][740/1879] lr: 3.607e-02, eta: 1 day, 23:42:58, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4629, top5_acc: 0.7078, loss_cls: 2.3465, loss: 2.3465, grad_norm: 3.0729 2021-07-12 16:53:00,934 - mmaction - INFO - Epoch [152][760/1879] lr: 3.607e-02, eta: 1 day, 23:42:37, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7121, loss_cls: 2.2664, loss: 2.2664, grad_norm: 2.9793 2021-07-12 16:53:17,720 - mmaction - INFO - Epoch [152][780/1879] lr: 3.607e-02, eta: 1 day, 23:42:15, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.4574, top5_acc: 0.6996, loss_cls: 2.3821, loss: 2.3821, grad_norm: 3.0536 2021-07-12 16:53:34,663 - mmaction - INFO - Epoch [152][800/1879] lr: 3.607e-02, eta: 1 day, 23:41:54, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7320, loss_cls: 2.2279, loss: 2.2279, grad_norm: 2.9718 2021-07-12 16:53:51,688 - mmaction - INFO - Epoch [152][820/1879] lr: 3.607e-02, eta: 1 day, 23:41:33, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7250, loss_cls: 2.2696, loss: 2.2696, grad_norm: 3.0475 2021-07-12 16:54:08,320 - mmaction - INFO - Epoch [152][840/1879] lr: 3.607e-02, eta: 1 day, 23:41:10, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7074, loss_cls: 2.3081, loss: 2.3081, grad_norm: 3.0312 2021-07-12 16:54:25,278 - mmaction - INFO - Epoch [152][860/1879] lr: 3.607e-02, eta: 1 day, 23:40:49, time: 0.848, data_time: 0.007, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7152, loss_cls: 2.3268, loss: 2.3268, grad_norm: 3.0411 2021-07-12 16:54:42,101 - mmaction - INFO - Epoch [152][880/1879] lr: 3.607e-02, eta: 1 day, 23:40:27, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4664, top5_acc: 0.6902, loss_cls: 2.3991, loss: 2.3991, grad_norm: 3.0960 2021-07-12 16:54:59,141 - mmaction - INFO - Epoch [152][900/1879] lr: 3.607e-02, eta: 1 day, 23:40:07, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7184, loss_cls: 2.3044, loss: 2.3044, grad_norm: 3.0302 2021-07-12 16:55:15,947 - mmaction - INFO - Epoch [152][920/1879] lr: 3.607e-02, eta: 1 day, 23:39:45, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7082, loss_cls: 2.3596, loss: 2.3596, grad_norm: 3.0340 2021-07-12 16:55:32,905 - mmaction - INFO - Epoch [152][940/1879] lr: 3.607e-02, eta: 1 day, 23:39:23, time: 0.846, data_time: 0.007, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7238, loss_cls: 2.2477, loss: 2.2477, grad_norm: 2.9862 2021-07-12 16:55:49,773 - mmaction - INFO - Epoch [152][960/1879] lr: 3.607e-02, eta: 1 day, 23:39:02, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7137, loss_cls: 2.2931, loss: 2.2931, grad_norm: 3.0363 2021-07-12 16:56:06,389 - mmaction - INFO - Epoch [152][980/1879] lr: 3.607e-02, eta: 1 day, 23:38:39, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.4664, top5_acc: 0.7063, loss_cls: 2.3375, loss: 2.3375, grad_norm: 3.0008 2021-07-12 16:56:23,570 - mmaction - INFO - Epoch [152][1000/1879] lr: 3.607e-02, eta: 1 day, 23:38:20, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7082, loss_cls: 2.3395, loss: 2.3395, grad_norm: 3.0580 2021-07-12 16:56:40,680 - mmaction - INFO - Epoch [152][1020/1879] lr: 3.607e-02, eta: 1 day, 23:37:59, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7148, loss_cls: 2.2943, loss: 2.2943, grad_norm: 2.9647 2021-07-12 16:56:57,761 - mmaction - INFO - Epoch [152][1040/1879] lr: 3.607e-02, eta: 1 day, 23:37:39, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7125, loss_cls: 2.3209, loss: 2.3209, grad_norm: 3.0006 2021-07-12 16:57:14,564 - mmaction - INFO - Epoch [152][1060/1879] lr: 3.607e-02, eta: 1 day, 23:37:17, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7301, loss_cls: 2.2339, loss: 2.2339, grad_norm: 3.0182 2021-07-12 16:57:31,675 - mmaction - INFO - Epoch [152][1080/1879] lr: 3.607e-02, eta: 1 day, 23:36:57, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7070, loss_cls: 2.3329, loss: 2.3329, grad_norm: 3.0761 2021-07-12 16:57:48,462 - mmaction - INFO - Epoch [152][1100/1879] lr: 3.607e-02, eta: 1 day, 23:36:35, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7098, loss_cls: 2.3224, loss: 2.3224, grad_norm: 3.0413 2021-07-12 16:58:05,562 - mmaction - INFO - Epoch [152][1120/1879] lr: 3.607e-02, eta: 1 day, 23:36:15, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7188, loss_cls: 2.2398, loss: 2.2398, grad_norm: 3.0010 2021-07-12 16:58:22,574 - mmaction - INFO - Epoch [152][1140/1879] lr: 3.607e-02, eta: 1 day, 23:35:55, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7164, loss_cls: 2.2683, loss: 2.2683, grad_norm: 2.9852 2021-07-12 16:58:39,252 - mmaction - INFO - Epoch [152][1160/1879] lr: 3.607e-02, eta: 1 day, 23:35:32, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7262, loss_cls: 2.2636, loss: 2.2636, grad_norm: 3.0006 2021-07-12 16:58:56,353 - mmaction - INFO - Epoch [152][1180/1879] lr: 3.607e-02, eta: 1 day, 23:35:12, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7129, loss_cls: 2.2751, loss: 2.2751, grad_norm: 3.0550 2021-07-12 16:59:13,078 - mmaction - INFO - Epoch [152][1200/1879] lr: 3.607e-02, eta: 1 day, 23:34:50, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7059, loss_cls: 2.3246, loss: 2.3246, grad_norm: 3.0404 2021-07-12 16:59:29,802 - mmaction - INFO - Epoch [152][1220/1879] lr: 3.607e-02, eta: 1 day, 23:34:27, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7219, loss_cls: 2.2367, loss: 2.2367, grad_norm: 2.9484 2021-07-12 16:59:46,696 - mmaction - INFO - Epoch [152][1240/1879] lr: 3.607e-02, eta: 1 day, 23:34:06, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7039, loss_cls: 2.3137, loss: 2.3137, grad_norm: 3.1115 2021-07-12 17:00:03,818 - mmaction - INFO - Epoch [152][1260/1879] lr: 3.607e-02, eta: 1 day, 23:33:46, time: 0.856, data_time: 0.001, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7160, loss_cls: 2.2918, loss: 2.2918, grad_norm: 3.0918 2021-07-12 17:00:20,514 - mmaction - INFO - Epoch [152][1280/1879] lr: 3.607e-02, eta: 1 day, 23:33:24, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7195, loss_cls: 2.2964, loss: 2.2964, grad_norm: 3.0193 2021-07-12 17:00:37,397 - mmaction - INFO - Epoch [152][1300/1879] lr: 3.607e-02, eta: 1 day, 23:33:02, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7215, loss_cls: 2.2935, loss: 2.2935, grad_norm: 3.0382 2021-07-12 17:00:54,416 - mmaction - INFO - Epoch [152][1320/1879] lr: 3.607e-02, eta: 1 day, 23:32:42, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7117, loss_cls: 2.3293, loss: 2.3293, grad_norm: 2.9760 2021-07-12 17:01:11,337 - mmaction - INFO - Epoch [152][1340/1879] lr: 3.607e-02, eta: 1 day, 23:32:20, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.4664, top5_acc: 0.7156, loss_cls: 2.2667, loss: 2.2667, grad_norm: 2.9873 2021-07-12 17:01:28,348 - mmaction - INFO - Epoch [152][1360/1879] lr: 3.607e-02, eta: 1 day, 23:32:00, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.4980, top5_acc: 0.7367, loss_cls: 2.1874, loss: 2.1874, grad_norm: 3.0165 2021-07-12 17:01:45,367 - mmaction - INFO - Epoch [152][1380/1879] lr: 3.607e-02, eta: 1 day, 23:31:39, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7230, loss_cls: 2.2744, loss: 2.2744, grad_norm: 3.0659 2021-07-12 17:02:02,359 - mmaction - INFO - Epoch [152][1400/1879] lr: 3.607e-02, eta: 1 day, 23:31:19, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7137, loss_cls: 2.2975, loss: 2.2975, grad_norm: 3.0527 2021-07-12 17:02:19,229 - mmaction - INFO - Epoch [152][1420/1879] lr: 3.607e-02, eta: 1 day, 23:30:58, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7211, loss_cls: 2.2090, loss: 2.2090, grad_norm: 3.0660 2021-07-12 17:02:36,391 - mmaction - INFO - Epoch [152][1440/1879] lr: 3.607e-02, eta: 1 day, 23:30:38, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.4621, top5_acc: 0.7059, loss_cls: 2.3522, loss: 2.3522, grad_norm: 3.1518 2021-07-12 17:02:53,191 - mmaction - INFO - Epoch [152][1460/1879] lr: 3.607e-02, eta: 1 day, 23:30:16, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.4664, top5_acc: 0.7094, loss_cls: 2.3411, loss: 2.3411, grad_norm: 3.0228 2021-07-12 17:03:10,132 - mmaction - INFO - Epoch [152][1480/1879] lr: 3.607e-02, eta: 1 day, 23:29:55, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7133, loss_cls: 2.3086, loss: 2.3086, grad_norm: 3.0264 2021-07-12 17:03:26,804 - mmaction - INFO - Epoch [152][1500/1879] lr: 3.607e-02, eta: 1 day, 23:29:33, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7051, loss_cls: 2.3530, loss: 2.3530, grad_norm: 3.0254 2021-07-12 17:03:43,897 - mmaction - INFO - Epoch [152][1520/1879] lr: 3.607e-02, eta: 1 day, 23:29:13, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7043, loss_cls: 2.3512, loss: 2.3512, grad_norm: 3.0669 2021-07-12 17:04:00,818 - mmaction - INFO - Epoch [152][1540/1879] lr: 3.607e-02, eta: 1 day, 23:28:52, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7156, loss_cls: 2.3203, loss: 2.3203, grad_norm: 3.0279 2021-07-12 17:04:17,473 - mmaction - INFO - Epoch [152][1560/1879] lr: 3.607e-02, eta: 1 day, 23:28:29, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7086, loss_cls: 2.3596, loss: 2.3596, grad_norm: 3.0405 2021-07-12 17:04:34,464 - mmaction - INFO - Epoch [152][1580/1879] lr: 3.607e-02, eta: 1 day, 23:28:08, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7113, loss_cls: 2.2994, loss: 2.2994, grad_norm: 2.9687 2021-07-12 17:04:50,950 - mmaction - INFO - Epoch [152][1600/1879] lr: 3.607e-02, eta: 1 day, 23:27:44, time: 0.823, data_time: 0.005, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7027, loss_cls: 2.3792, loss: 2.3792, grad_norm: 3.1524 2021-07-12 17:05:07,843 - mmaction - INFO - Epoch [152][1620/1879] lr: 3.607e-02, eta: 1 day, 23:27:23, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7105, loss_cls: 2.3366, loss: 2.3366, grad_norm: 2.9966 2021-07-12 17:05:24,528 - mmaction - INFO - Epoch [152][1640/1879] lr: 3.607e-02, eta: 1 day, 23:27:01, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7102, loss_cls: 2.3451, loss: 2.3451, grad_norm: 3.0338 2021-07-12 17:05:41,717 - mmaction - INFO - Epoch [152][1660/1879] lr: 3.607e-02, eta: 1 day, 23:26:42, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.2799, loss: 2.2799, grad_norm: 2.9900 2021-07-12 17:05:58,809 - mmaction - INFO - Epoch [152][1680/1879] lr: 3.607e-02, eta: 1 day, 23:26:22, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.4656, top5_acc: 0.7199, loss_cls: 2.2907, loss: 2.2907, grad_norm: 3.0633 2021-07-12 17:06:15,635 - mmaction - INFO - Epoch [152][1700/1879] lr: 3.607e-02, eta: 1 day, 23:26:00, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7145, loss_cls: 2.3021, loss: 2.3021, grad_norm: 3.0959 2021-07-12 17:06:32,273 - mmaction - INFO - Epoch [152][1720/1879] lr: 3.607e-02, eta: 1 day, 23:25:37, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.4645, top5_acc: 0.7266, loss_cls: 2.2736, loss: 2.2736, grad_norm: 3.0374 2021-07-12 17:06:49,064 - mmaction - INFO - Epoch [152][1740/1879] lr: 3.607e-02, eta: 1 day, 23:25:15, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7254, loss_cls: 2.2571, loss: 2.2571, grad_norm: 2.9820 2021-07-12 17:07:06,199 - mmaction - INFO - Epoch [152][1760/1879] lr: 3.607e-02, eta: 1 day, 23:24:56, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7082, loss_cls: 2.3359, loss: 2.3359, grad_norm: 3.0077 2021-07-12 17:07:23,058 - mmaction - INFO - Epoch [152][1780/1879] lr: 3.607e-02, eta: 1 day, 23:24:34, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7242, loss_cls: 2.2690, loss: 2.2690, grad_norm: 3.0060 2021-07-12 17:07:40,130 - mmaction - INFO - Epoch [152][1800/1879] lr: 3.607e-02, eta: 1 day, 23:24:14, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.4512, top5_acc: 0.6980, loss_cls: 2.4011, loss: 2.4011, grad_norm: 3.1302 2021-07-12 17:07:57,227 - mmaction - INFO - Epoch [152][1820/1879] lr: 3.607e-02, eta: 1 day, 23:23:55, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7305, loss_cls: 2.2602, loss: 2.2602, grad_norm: 3.0340 2021-07-12 17:08:13,905 - mmaction - INFO - Epoch [152][1840/1879] lr: 3.607e-02, eta: 1 day, 23:23:32, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.4617, top5_acc: 0.6973, loss_cls: 2.4182, loss: 2.4182, grad_norm: 3.0559 2021-07-12 17:08:30,663 - mmaction - INFO - Epoch [152][1860/1879] lr: 3.607e-02, eta: 1 day, 23:23:10, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7168, loss_cls: 2.3308, loss: 2.3308, grad_norm: 3.0817 2021-07-12 17:08:48,090 - mmaction - INFO - Saving checkpoint at 152 epochs 2021-07-12 17:09:57,541 - mmaction - INFO - Epoch [153][20/1879] lr: 3.549e-02, eta: 1 day, 23:26:15, time: 3.385, data_time: 2.498, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7230, loss_cls: 2.2515, loss: 2.2515, grad_norm: 3.0075 2021-07-12 17:10:14,076 - mmaction - INFO - Epoch [153][40/1879] lr: 3.549e-02, eta: 1 day, 23:25:51, time: 0.825, data_time: 0.004, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7168, loss_cls: 2.2986, loss: 2.2986, grad_norm: 3.0466 2021-07-12 17:10:30,696 - mmaction - INFO - Epoch [153][60/1879] lr: 3.549e-02, eta: 1 day, 23:25:28, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7270, loss_cls: 2.2836, loss: 2.2836, grad_norm: 3.0177 2021-07-12 17:10:47,396 - mmaction - INFO - Epoch [153][80/1879] lr: 3.549e-02, eta: 1 day, 23:25:05, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7293, loss_cls: 2.2515, loss: 2.2515, grad_norm: 2.9356 2021-07-12 17:11:04,071 - mmaction - INFO - Epoch [153][100/1879] lr: 3.549e-02, eta: 1 day, 23:24:42, time: 0.833, data_time: 0.006, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7211, loss_cls: 2.2667, loss: 2.2667, grad_norm: 2.9722 2021-07-12 17:11:20,854 - mmaction - INFO - Epoch [153][120/1879] lr: 3.549e-02, eta: 1 day, 23:24:21, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7285, loss_cls: 2.2339, loss: 2.2339, grad_norm: 2.9431 2021-07-12 17:11:37,763 - mmaction - INFO - Epoch [153][140/1879] lr: 3.549e-02, eta: 1 day, 23:23:59, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7121, loss_cls: 2.3097, loss: 2.3097, grad_norm: 3.0424 2021-07-12 17:11:54,385 - mmaction - INFO - Epoch [153][160/1879] lr: 3.549e-02, eta: 1 day, 23:23:36, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7238, loss_cls: 2.2835, loss: 2.2835, grad_norm: 3.0589 2021-07-12 17:12:11,261 - mmaction - INFO - Epoch [153][180/1879] lr: 3.549e-02, eta: 1 day, 23:23:15, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7180, loss_cls: 2.2882, loss: 2.2882, grad_norm: 3.0178 2021-07-12 17:12:28,255 - mmaction - INFO - Epoch [153][200/1879] lr: 3.549e-02, eta: 1 day, 23:22:54, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7172, loss_cls: 2.2850, loss: 2.2850, grad_norm: 3.0214 2021-07-12 17:12:45,103 - mmaction - INFO - Epoch [153][220/1879] lr: 3.549e-02, eta: 1 day, 23:22:33, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7156, loss_cls: 2.2534, loss: 2.2534, grad_norm: 3.0230 2021-07-12 17:13:01,764 - mmaction - INFO - Epoch [153][240/1879] lr: 3.549e-02, eta: 1 day, 23:22:10, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7082, loss_cls: 2.3286, loss: 2.3286, grad_norm: 3.0698 2021-07-12 17:13:18,657 - mmaction - INFO - Epoch [153][260/1879] lr: 3.549e-02, eta: 1 day, 23:21:49, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7230, loss_cls: 2.2403, loss: 2.2403, grad_norm: 2.9777 2021-07-12 17:13:35,599 - mmaction - INFO - Epoch [153][280/1879] lr: 3.549e-02, eta: 1 day, 23:21:28, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7445, loss_cls: 2.1704, loss: 2.1704, grad_norm: 2.9578 2021-07-12 17:13:52,737 - mmaction - INFO - Epoch [153][300/1879] lr: 3.549e-02, eta: 1 day, 23:21:08, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7176, loss_cls: 2.2986, loss: 2.2986, grad_norm: 3.0910 2021-07-12 17:14:09,730 - mmaction - INFO - Epoch [153][320/1879] lr: 3.549e-02, eta: 1 day, 23:20:48, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4566, top5_acc: 0.7188, loss_cls: 2.3141, loss: 2.3141, grad_norm: 3.0871 2021-07-12 17:14:26,525 - mmaction - INFO - Epoch [153][340/1879] lr: 3.549e-02, eta: 1 day, 23:20:26, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7188, loss_cls: 2.2995, loss: 2.2995, grad_norm: 3.0502 2021-07-12 17:14:43,420 - mmaction - INFO - Epoch [153][360/1879] lr: 3.549e-02, eta: 1 day, 23:20:05, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7227, loss_cls: 2.2438, loss: 2.2438, grad_norm: 3.0587 2021-07-12 17:15:00,430 - mmaction - INFO - Epoch [153][380/1879] lr: 3.549e-02, eta: 1 day, 23:19:44, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7254, loss_cls: 2.2837, loss: 2.2837, grad_norm: 3.0668 2021-07-12 17:15:17,328 - mmaction - INFO - Epoch [153][400/1879] lr: 3.549e-02, eta: 1 day, 23:19:23, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7289, loss_cls: 2.2208, loss: 2.2208, grad_norm: 3.0095 2021-07-12 17:15:34,161 - mmaction - INFO - Epoch [153][420/1879] lr: 3.549e-02, eta: 1 day, 23:19:02, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7137, loss_cls: 2.3459, loss: 2.3459, grad_norm: 3.0933 2021-07-12 17:15:51,006 - mmaction - INFO - Epoch [153][440/1879] lr: 3.549e-02, eta: 1 day, 23:18:40, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7242, loss_cls: 2.2361, loss: 2.2361, grad_norm: 2.9785 2021-07-12 17:16:07,744 - mmaction - INFO - Epoch [153][460/1879] lr: 3.549e-02, eta: 1 day, 23:18:18, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7129, loss_cls: 2.2813, loss: 2.2813, grad_norm: 3.0833 2021-07-12 17:16:24,553 - mmaction - INFO - Epoch [153][480/1879] lr: 3.549e-02, eta: 1 day, 23:17:56, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.4523, top5_acc: 0.7129, loss_cls: 2.3839, loss: 2.3839, grad_norm: 3.1777 2021-07-12 17:16:41,562 - mmaction - INFO - Epoch [153][500/1879] lr: 3.549e-02, eta: 1 day, 23:17:36, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4691, top5_acc: 0.6969, loss_cls: 2.3658, loss: 2.3658, grad_norm: 3.0901 2021-07-12 17:16:58,390 - mmaction - INFO - Epoch [153][520/1879] lr: 3.549e-02, eta: 1 day, 23:17:14, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7195, loss_cls: 2.2783, loss: 2.2783, grad_norm: 3.0646 2021-07-12 17:17:15,531 - mmaction - INFO - Epoch [153][540/1879] lr: 3.549e-02, eta: 1 day, 23:16:54, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7148, loss_cls: 2.3385, loss: 2.3385, grad_norm: 3.0620 2021-07-12 17:17:32,389 - mmaction - INFO - Epoch [153][560/1879] lr: 3.549e-02, eta: 1 day, 23:16:34, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7113, loss_cls: 2.2828, loss: 2.2828, grad_norm: 3.0414 2021-07-12 17:17:49,392 - mmaction - INFO - Epoch [153][580/1879] lr: 3.549e-02, eta: 1 day, 23:16:13, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7258, loss_cls: 2.2886, loss: 2.2886, grad_norm: 3.0758 2021-07-12 17:18:06,380 - mmaction - INFO - Epoch [153][600/1879] lr: 3.549e-02, eta: 1 day, 23:15:53, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4852, top5_acc: 0.7211, loss_cls: 2.2504, loss: 2.2504, grad_norm: 3.0781 2021-07-12 17:18:23,350 - mmaction - INFO - Epoch [153][620/1879] lr: 3.549e-02, eta: 1 day, 23:15:32, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7219, loss_cls: 2.2742, loss: 2.2742, grad_norm: 3.0505 2021-07-12 17:18:40,160 - mmaction - INFO - Epoch [153][640/1879] lr: 3.549e-02, eta: 1 day, 23:15:10, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7176, loss_cls: 2.2668, loss: 2.2668, grad_norm: 3.0421 2021-07-12 17:18:57,273 - mmaction - INFO - Epoch [153][660/1879] lr: 3.549e-02, eta: 1 day, 23:14:50, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7215, loss_cls: 2.2804, loss: 2.2804, grad_norm: 3.0016 2021-07-12 17:19:14,403 - mmaction - INFO - Epoch [153][680/1879] lr: 3.549e-02, eta: 1 day, 23:14:31, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7289, loss_cls: 2.2671, loss: 2.2671, grad_norm: 3.0348 2021-07-12 17:19:31,414 - mmaction - INFO - Epoch [153][700/1879] lr: 3.549e-02, eta: 1 day, 23:14:10, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7227, loss_cls: 2.2836, loss: 2.2836, grad_norm: 2.9848 2021-07-12 17:19:48,505 - mmaction - INFO - Epoch [153][720/1879] lr: 3.549e-02, eta: 1 day, 23:13:51, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7184, loss_cls: 2.2899, loss: 2.2899, grad_norm: 2.9708 2021-07-12 17:20:05,395 - mmaction - INFO - Epoch [153][740/1879] lr: 3.549e-02, eta: 1 day, 23:13:29, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7207, loss_cls: 2.3181, loss: 2.3181, grad_norm: 3.0934 2021-07-12 17:20:22,132 - mmaction - INFO - Epoch [153][760/1879] lr: 3.549e-02, eta: 1 day, 23:13:07, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7148, loss_cls: 2.2602, loss: 2.2602, grad_norm: 3.0429 2021-07-12 17:20:38,939 - mmaction - INFO - Epoch [153][780/1879] lr: 3.549e-02, eta: 1 day, 23:12:46, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.4555, top5_acc: 0.7070, loss_cls: 2.3826, loss: 2.3826, grad_norm: 3.1386 2021-07-12 17:20:55,911 - mmaction - INFO - Epoch [153][800/1879] lr: 3.549e-02, eta: 1 day, 23:12:25, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7078, loss_cls: 2.3812, loss: 2.3812, grad_norm: 3.1072 2021-07-12 17:21:12,904 - mmaction - INFO - Epoch [153][820/1879] lr: 3.549e-02, eta: 1 day, 23:12:05, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7180, loss_cls: 2.3433, loss: 2.3433, grad_norm: 3.1206 2021-07-12 17:21:29,910 - mmaction - INFO - Epoch [153][840/1879] lr: 3.549e-02, eta: 1 day, 23:11:44, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7215, loss_cls: 2.2602, loss: 2.2602, grad_norm: 3.0260 2021-07-12 17:21:46,728 - mmaction - INFO - Epoch [153][860/1879] lr: 3.549e-02, eta: 1 day, 23:11:23, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7090, loss_cls: 2.2893, loss: 2.2893, grad_norm: 3.0146 2021-07-12 17:22:03,652 - mmaction - INFO - Epoch [153][880/1879] lr: 3.549e-02, eta: 1 day, 23:11:02, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7234, loss_cls: 2.2658, loss: 2.2658, grad_norm: 3.0371 2021-07-12 17:22:20,635 - mmaction - INFO - Epoch [153][900/1879] lr: 3.549e-02, eta: 1 day, 23:10:42, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7172, loss_cls: 2.2782, loss: 2.2782, grad_norm: 3.0179 2021-07-12 17:22:37,704 - mmaction - INFO - Epoch [153][920/1879] lr: 3.549e-02, eta: 1 day, 23:10:22, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7203, loss_cls: 2.2762, loss: 2.2762, grad_norm: 3.0972 2021-07-12 17:22:54,038 - mmaction - INFO - Epoch [153][940/1879] lr: 3.549e-02, eta: 1 day, 23:09:57, time: 0.819, data_time: 0.003, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7246, loss_cls: 2.2772, loss: 2.2772, grad_norm: 3.0160 2021-07-12 17:23:10,678 - mmaction - INFO - Epoch [153][960/1879] lr: 3.549e-02, eta: 1 day, 23:09:35, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7234, loss_cls: 2.2740, loss: 2.2740, grad_norm: 3.0726 2021-07-12 17:23:27,407 - mmaction - INFO - Epoch [153][980/1879] lr: 3.549e-02, eta: 1 day, 23:09:13, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7191, loss_cls: 2.3167, loss: 2.3167, grad_norm: 2.9976 2021-07-12 17:23:44,666 - mmaction - INFO - Epoch [153][1000/1879] lr: 3.549e-02, eta: 1 day, 23:08:54, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7051, loss_cls: 2.3421, loss: 2.3421, grad_norm: 3.0386 2021-07-12 17:24:01,539 - mmaction - INFO - Epoch [153][1020/1879] lr: 3.549e-02, eta: 1 day, 23:08:33, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4672, top5_acc: 0.7129, loss_cls: 2.3218, loss: 2.3218, grad_norm: 3.1201 2021-07-12 17:24:18,505 - mmaction - INFO - Epoch [153][1040/1879] lr: 3.549e-02, eta: 1 day, 23:08:12, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7246, loss_cls: 2.2551, loss: 2.2551, grad_norm: 3.0234 2021-07-12 17:24:35,088 - mmaction - INFO - Epoch [153][1060/1879] lr: 3.549e-02, eta: 1 day, 23:07:49, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7316, loss_cls: 2.2463, loss: 2.2463, grad_norm: 3.0913 2021-07-12 17:24:51,948 - mmaction - INFO - Epoch [153][1080/1879] lr: 3.549e-02, eta: 1 day, 23:07:28, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7172, loss_cls: 2.2959, loss: 2.2959, grad_norm: 3.0716 2021-07-12 17:25:08,912 - mmaction - INFO - Epoch [153][1100/1879] lr: 3.549e-02, eta: 1 day, 23:07:07, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7129, loss_cls: 2.3332, loss: 2.3332, grad_norm: 3.0810 2021-07-12 17:25:25,562 - mmaction - INFO - Epoch [153][1120/1879] lr: 3.549e-02, eta: 1 day, 23:06:45, time: 0.834, data_time: 0.006, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7195, loss_cls: 2.2719, loss: 2.2719, grad_norm: 3.0390 2021-07-12 17:25:42,027 - mmaction - INFO - Epoch [153][1140/1879] lr: 3.549e-02, eta: 1 day, 23:06:21, time: 0.824, data_time: 0.003, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7023, loss_cls: 2.3493, loss: 2.3493, grad_norm: 2.9972 2021-07-12 17:25:58,945 - mmaction - INFO - Epoch [153][1160/1879] lr: 3.549e-02, eta: 1 day, 23:06:01, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7199, loss_cls: 2.2861, loss: 2.2861, grad_norm: 3.0201 2021-07-12 17:26:15,557 - mmaction - INFO - Epoch [153][1180/1879] lr: 3.549e-02, eta: 1 day, 23:05:38, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7121, loss_cls: 2.3162, loss: 2.3162, grad_norm: 3.0310 2021-07-12 17:26:32,392 - mmaction - INFO - Epoch [153][1200/1879] lr: 3.549e-02, eta: 1 day, 23:05:16, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7238, loss_cls: 2.2413, loss: 2.2413, grad_norm: 2.9448 2021-07-12 17:26:49,109 - mmaction - INFO - Epoch [153][1220/1879] lr: 3.549e-02, eta: 1 day, 23:04:54, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7105, loss_cls: 2.2598, loss: 2.2598, grad_norm: 2.9343 2021-07-12 17:27:06,044 - mmaction - INFO - Epoch [153][1240/1879] lr: 3.549e-02, eta: 1 day, 23:04:33, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7324, loss_cls: 2.2196, loss: 2.2196, grad_norm: 2.9824 2021-07-12 17:27:22,952 - mmaction - INFO - Epoch [153][1260/1879] lr: 3.549e-02, eta: 1 day, 23:04:13, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7172, loss_cls: 2.2664, loss: 2.2664, grad_norm: 3.0482 2021-07-12 17:27:40,164 - mmaction - INFO - Epoch [153][1280/1879] lr: 3.549e-02, eta: 1 day, 23:03:54, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7059, loss_cls: 2.3313, loss: 2.3313, grad_norm: 3.1184 2021-07-12 17:27:57,012 - mmaction - INFO - Epoch [153][1300/1879] lr: 3.549e-02, eta: 1 day, 23:03:33, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7074, loss_cls: 2.3744, loss: 2.3744, grad_norm: 3.0817 2021-07-12 17:28:14,006 - mmaction - INFO - Epoch [153][1320/1879] lr: 3.549e-02, eta: 1 day, 23:03:12, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7219, loss_cls: 2.2570, loss: 2.2570, grad_norm: 3.0235 2021-07-12 17:28:30,961 - mmaction - INFO - Epoch [153][1340/1879] lr: 3.549e-02, eta: 1 day, 23:02:52, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7113, loss_cls: 2.3052, loss: 2.3052, grad_norm: 3.0301 2021-07-12 17:28:47,788 - mmaction - INFO - Epoch [153][1360/1879] lr: 3.549e-02, eta: 1 day, 23:02:30, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7168, loss_cls: 2.2926, loss: 2.2926, grad_norm: 3.1057 2021-07-12 17:29:04,551 - mmaction - INFO - Epoch [153][1380/1879] lr: 3.549e-02, eta: 1 day, 23:02:09, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4754, top5_acc: 0.6926, loss_cls: 2.3373, loss: 2.3373, grad_norm: 3.0590 2021-07-12 17:29:21,576 - mmaction - INFO - Epoch [153][1400/1879] lr: 3.549e-02, eta: 1 day, 23:01:49, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4602, top5_acc: 0.7199, loss_cls: 2.3159, loss: 2.3159, grad_norm: 3.0685 2021-07-12 17:29:38,431 - mmaction - INFO - Epoch [153][1420/1879] lr: 3.549e-02, eta: 1 day, 23:01:28, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7242, loss_cls: 2.2288, loss: 2.2288, grad_norm: 3.0339 2021-07-12 17:29:55,351 - mmaction - INFO - Epoch [153][1440/1879] lr: 3.549e-02, eta: 1 day, 23:01:07, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7277, loss_cls: 2.2288, loss: 2.2288, grad_norm: 2.9853 2021-07-12 17:30:12,438 - mmaction - INFO - Epoch [153][1460/1879] lr: 3.549e-02, eta: 1 day, 23:00:47, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7141, loss_cls: 2.2986, loss: 2.2986, grad_norm: 3.0985 2021-07-12 17:30:29,483 - mmaction - INFO - Epoch [153][1480/1879] lr: 3.549e-02, eta: 1 day, 23:00:27, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7133, loss_cls: 2.3082, loss: 2.3082, grad_norm: 3.0703 2021-07-12 17:30:46,361 - mmaction - INFO - Epoch [153][1500/1879] lr: 3.549e-02, eta: 1 day, 23:00:06, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4758, top5_acc: 0.7102, loss_cls: 2.3088, loss: 2.3088, grad_norm: 3.0742 2021-07-12 17:31:03,346 - mmaction - INFO - Epoch [153][1520/1879] lr: 3.549e-02, eta: 1 day, 22:59:46, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7066, loss_cls: 2.3388, loss: 2.3388, grad_norm: 3.0585 2021-07-12 17:31:20,190 - mmaction - INFO - Epoch [153][1540/1879] lr: 3.549e-02, eta: 1 day, 22:59:24, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7113, loss_cls: 2.2948, loss: 2.2948, grad_norm: 3.0191 2021-07-12 17:31:37,172 - mmaction - INFO - Epoch [153][1560/1879] lr: 3.549e-02, eta: 1 day, 22:59:04, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.4852, top5_acc: 0.7207, loss_cls: 2.2681, loss: 2.2681, grad_norm: 3.0107 2021-07-12 17:31:53,952 - mmaction - INFO - Epoch [153][1580/1879] lr: 3.549e-02, eta: 1 day, 22:58:43, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7113, loss_cls: 2.3135, loss: 2.3135, grad_norm: 3.0891 2021-07-12 17:32:10,830 - mmaction - INFO - Epoch [153][1600/1879] lr: 3.549e-02, eta: 1 day, 22:58:22, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7141, loss_cls: 2.2900, loss: 2.2900, grad_norm: 3.0566 2021-07-12 17:32:27,533 - mmaction - INFO - Epoch [153][1620/1879] lr: 3.549e-02, eta: 1 day, 22:58:00, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.2709, loss: 2.2709, grad_norm: 2.9549 2021-07-12 17:32:44,524 - mmaction - INFO - Epoch [153][1640/1879] lr: 3.549e-02, eta: 1 day, 22:57:40, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7152, loss_cls: 2.3428, loss: 2.3428, grad_norm: 3.0298 2021-07-12 17:33:01,577 - mmaction - INFO - Epoch [153][1660/1879] lr: 3.549e-02, eta: 1 day, 22:57:20, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7258, loss_cls: 2.2421, loss: 2.2421, grad_norm: 3.0215 2021-07-12 17:33:18,344 - mmaction - INFO - Epoch [153][1680/1879] lr: 3.549e-02, eta: 1 day, 22:56:58, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7035, loss_cls: 2.3531, loss: 2.3531, grad_norm: 3.1086 2021-07-12 17:33:34,883 - mmaction - INFO - Epoch [153][1700/1879] lr: 3.549e-02, eta: 1 day, 22:56:35, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.4672, top5_acc: 0.7156, loss_cls: 2.3109, loss: 2.3109, grad_norm: 3.0723 2021-07-12 17:33:51,654 - mmaction - INFO - Epoch [153][1720/1879] lr: 3.549e-02, eta: 1 day, 22:56:14, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7195, loss_cls: 2.2622, loss: 2.2622, grad_norm: 3.0499 2021-07-12 17:34:08,526 - mmaction - INFO - Epoch [153][1740/1879] lr: 3.549e-02, eta: 1 day, 22:55:53, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7164, loss_cls: 2.2587, loss: 2.2587, grad_norm: 3.0601 2021-07-12 17:34:25,595 - mmaction - INFO - Epoch [153][1760/1879] lr: 3.549e-02, eta: 1 day, 22:55:33, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7098, loss_cls: 2.3215, loss: 2.3215, grad_norm: 3.1180 2021-07-12 17:34:42,477 - mmaction - INFO - Epoch [153][1780/1879] lr: 3.549e-02, eta: 1 day, 22:55:12, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7188, loss_cls: 2.3031, loss: 2.3031, grad_norm: 3.1205 2021-07-12 17:34:59,617 - mmaction - INFO - Epoch [153][1800/1879] lr: 3.549e-02, eta: 1 day, 22:54:52, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7000, loss_cls: 2.3497, loss: 2.3497, grad_norm: 3.0558 2021-07-12 17:35:16,020 - mmaction - INFO - Epoch [153][1820/1879] lr: 3.549e-02, eta: 1 day, 22:54:29, time: 0.824, data_time: 0.007, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7273, loss_cls: 2.2892, loss: 2.2892, grad_norm: 3.0611 2021-07-12 17:35:33,169 - mmaction - INFO - Epoch [153][1840/1879] lr: 3.549e-02, eta: 1 day, 22:54:09, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7094, loss_cls: 2.3162, loss: 2.3162, grad_norm: 3.0043 2021-07-12 17:35:49,969 - mmaction - INFO - Epoch [153][1860/1879] lr: 3.549e-02, eta: 1 day, 22:53:48, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7145, loss_cls: 2.3257, loss: 2.3257, grad_norm: 3.0574 2021-07-12 17:37:17,634 - mmaction - INFO - Epoch [154][20/1879] lr: 3.490e-02, eta: 1 day, 22:56:28, time: 3.301, data_time: 2.358, memory: 6454, top1_acc: 0.4750, top5_acc: 0.7164, loss_cls: 2.2963, loss: 2.2963, grad_norm: 3.0968 2021-07-12 17:37:34,258 - mmaction - INFO - Epoch [154][40/1879] lr: 3.490e-02, eta: 1 day, 22:56:05, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7199, loss_cls: 2.3017, loss: 2.3017, grad_norm: 3.0473 2021-07-12 17:37:50,862 - mmaction - INFO - Epoch [154][60/1879] lr: 3.490e-02, eta: 1 day, 22:55:42, time: 0.830, data_time: 0.006, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7273, loss_cls: 2.2441, loss: 2.2441, grad_norm: 3.0662 2021-07-12 17:38:07,503 - mmaction - INFO - Epoch [154][80/1879] lr: 3.490e-02, eta: 1 day, 22:55:20, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7098, loss_cls: 2.3194, loss: 2.3194, grad_norm: 3.0019 2021-07-12 17:38:24,298 - mmaction - INFO - Epoch [154][100/1879] lr: 3.490e-02, eta: 1 day, 22:54:59, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.4852, top5_acc: 0.7223, loss_cls: 2.2654, loss: 2.2654, grad_norm: 3.0245 2021-07-12 17:38:41,175 - mmaction - INFO - Epoch [154][120/1879] lr: 3.490e-02, eta: 1 day, 22:54:38, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7035, loss_cls: 2.3663, loss: 2.3663, grad_norm: 3.1135 2021-07-12 17:38:57,984 - mmaction - INFO - Epoch [154][140/1879] lr: 3.490e-02, eta: 1 day, 22:54:16, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7160, loss_cls: 2.2967, loss: 2.2967, grad_norm: 3.1283 2021-07-12 17:39:14,893 - mmaction - INFO - Epoch [154][160/1879] lr: 3.490e-02, eta: 1 day, 22:53:55, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7129, loss_cls: 2.2537, loss: 2.2537, grad_norm: 3.0321 2021-07-12 17:39:31,960 - mmaction - INFO - Epoch [154][180/1879] lr: 3.490e-02, eta: 1 day, 22:53:35, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.4660, top5_acc: 0.7090, loss_cls: 2.3376, loss: 2.3376, grad_norm: 3.0859 2021-07-12 17:39:48,845 - mmaction - INFO - Epoch [154][200/1879] lr: 3.490e-02, eta: 1 day, 22:53:15, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7176, loss_cls: 2.2790, loss: 2.2790, grad_norm: 3.0625 2021-07-12 17:40:05,746 - mmaction - INFO - Epoch [154][220/1879] lr: 3.490e-02, eta: 1 day, 22:52:54, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7172, loss_cls: 2.3002, loss: 2.3002, grad_norm: 3.1081 2021-07-12 17:40:22,579 - mmaction - INFO - Epoch [154][240/1879] lr: 3.490e-02, eta: 1 day, 22:52:33, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7254, loss_cls: 2.2397, loss: 2.2397, grad_norm: 3.0433 2021-07-12 17:40:39,653 - mmaction - INFO - Epoch [154][260/1879] lr: 3.490e-02, eta: 1 day, 22:52:13, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7121, loss_cls: 2.2821, loss: 2.2821, grad_norm: 3.0153 2021-07-12 17:40:56,547 - mmaction - INFO - Epoch [154][280/1879] lr: 3.490e-02, eta: 1 day, 22:51:52, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7242, loss_cls: 2.2316, loss: 2.2316, grad_norm: 3.0702 2021-07-12 17:41:13,306 - mmaction - INFO - Epoch [154][300/1879] lr: 3.490e-02, eta: 1 day, 22:51:30, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7141, loss_cls: 2.2603, loss: 2.2603, grad_norm: 3.0219 2021-07-12 17:41:30,160 - mmaction - INFO - Epoch [154][320/1879] lr: 3.490e-02, eta: 1 day, 22:51:09, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7070, loss_cls: 2.3479, loss: 2.3479, grad_norm: 3.0849 2021-07-12 17:41:47,053 - mmaction - INFO - Epoch [154][340/1879] lr: 3.490e-02, eta: 1 day, 22:50:48, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7203, loss_cls: 2.2999, loss: 2.2999, grad_norm: 3.0978 2021-07-12 17:42:04,123 - mmaction - INFO - Epoch [154][360/1879] lr: 3.490e-02, eta: 1 day, 22:50:28, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7133, loss_cls: 2.3108, loss: 2.3108, grad_norm: 3.0228 2021-07-12 17:42:20,914 - mmaction - INFO - Epoch [154][380/1879] lr: 3.490e-02, eta: 1 day, 22:50:07, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7312, loss_cls: 2.2298, loss: 2.2298, grad_norm: 3.0800 2021-07-12 17:42:37,852 - mmaction - INFO - Epoch [154][400/1879] lr: 3.490e-02, eta: 1 day, 22:49:47, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7141, loss_cls: 2.3045, loss: 2.3045, grad_norm: 3.0696 2021-07-12 17:42:54,711 - mmaction - INFO - Epoch [154][420/1879] lr: 3.490e-02, eta: 1 day, 22:49:25, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7086, loss_cls: 2.3530, loss: 2.3530, grad_norm: 3.1303 2021-07-12 17:43:11,418 - mmaction - INFO - Epoch [154][440/1879] lr: 3.490e-02, eta: 1 day, 22:49:04, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7016, loss_cls: 2.3217, loss: 2.3217, grad_norm: 3.0298 2021-07-12 17:43:28,230 - mmaction - INFO - Epoch [154][460/1879] lr: 3.490e-02, eta: 1 day, 22:48:42, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7344, loss_cls: 2.2211, loss: 2.2211, grad_norm: 2.9970 2021-07-12 17:43:45,125 - mmaction - INFO - Epoch [154][480/1879] lr: 3.490e-02, eta: 1 day, 22:48:21, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7094, loss_cls: 2.3279, loss: 2.3279, grad_norm: 3.0495 2021-07-12 17:44:01,806 - mmaction - INFO - Epoch [154][500/1879] lr: 3.490e-02, eta: 1 day, 22:47:59, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7203, loss_cls: 2.2834, loss: 2.2834, grad_norm: 2.9968 2021-07-12 17:44:18,832 - mmaction - INFO - Epoch [154][520/1879] lr: 3.490e-02, eta: 1 day, 22:47:39, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7199, loss_cls: 2.2816, loss: 2.2816, grad_norm: 3.0992 2021-07-12 17:44:35,672 - mmaction - INFO - Epoch [154][540/1879] lr: 3.490e-02, eta: 1 day, 22:47:18, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7406, loss_cls: 2.1756, loss: 2.1756, grad_norm: 3.0306 2021-07-12 17:44:52,490 - mmaction - INFO - Epoch [154][560/1879] lr: 3.490e-02, eta: 1 day, 22:46:57, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.4750, top5_acc: 0.7141, loss_cls: 2.2891, loss: 2.2891, grad_norm: 3.0583 2021-07-12 17:45:09,688 - mmaction - INFO - Epoch [154][580/1879] lr: 3.490e-02, eta: 1 day, 22:46:38, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7219, loss_cls: 2.2639, loss: 2.2639, grad_norm: 3.0964 2021-07-12 17:45:26,553 - mmaction - INFO - Epoch [154][600/1879] lr: 3.490e-02, eta: 1 day, 22:46:17, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4605, top5_acc: 0.7164, loss_cls: 2.3176, loss: 2.3176, grad_norm: 3.1111 2021-07-12 17:45:43,414 - mmaction - INFO - Epoch [154][620/1879] lr: 3.490e-02, eta: 1 day, 22:45:56, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4664, top5_acc: 0.7117, loss_cls: 2.3553, loss: 2.3553, grad_norm: 3.0965 2021-07-12 17:46:00,617 - mmaction - INFO - Epoch [154][640/1879] lr: 3.490e-02, eta: 1 day, 22:45:37, time: 0.859, data_time: 0.002, memory: 6454, top1_acc: 0.4699, top5_acc: 0.6969, loss_cls: 2.3784, loss: 2.3784, grad_norm: 3.1145 2021-07-12 17:46:17,129 - mmaction - INFO - Epoch [154][660/1879] lr: 3.490e-02, eta: 1 day, 22:45:14, time: 0.827, data_time: 0.003, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7324, loss_cls: 2.2579, loss: 2.2579, grad_norm: 3.0700 2021-07-12 17:46:33,815 - mmaction - INFO - Epoch [154][680/1879] lr: 3.490e-02, eta: 1 day, 22:44:52, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7160, loss_cls: 2.3043, loss: 2.3043, grad_norm: 3.0317 2021-07-12 17:46:50,461 - mmaction - INFO - Epoch [154][700/1879] lr: 3.490e-02, eta: 1 day, 22:44:30, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7410, loss_cls: 2.2408, loss: 2.2408, grad_norm: 2.9962 2021-07-12 17:47:07,261 - mmaction - INFO - Epoch [154][720/1879] lr: 3.490e-02, eta: 1 day, 22:44:08, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7180, loss_cls: 2.2745, loss: 2.2745, grad_norm: 3.0969 2021-07-12 17:47:24,151 - mmaction - INFO - Epoch [154][740/1879] lr: 3.490e-02, eta: 1 day, 22:43:48, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7059, loss_cls: 2.3269, loss: 2.3269, grad_norm: 3.1025 2021-07-12 17:47:40,848 - mmaction - INFO - Epoch [154][760/1879] lr: 3.490e-02, eta: 1 day, 22:43:26, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7133, loss_cls: 2.3153, loss: 2.3153, grad_norm: 2.9915 2021-07-12 17:47:57,748 - mmaction - INFO - Epoch [154][780/1879] lr: 3.490e-02, eta: 1 day, 22:43:05, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7270, loss_cls: 2.2144, loss: 2.2144, grad_norm: 3.0308 2021-07-12 17:48:14,338 - mmaction - INFO - Epoch [154][800/1879] lr: 3.490e-02, eta: 1 day, 22:42:43, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7082, loss_cls: 2.2771, loss: 2.2771, grad_norm: 3.1073 2021-07-12 17:48:31,391 - mmaction - INFO - Epoch [154][820/1879] lr: 3.490e-02, eta: 1 day, 22:42:23, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7199, loss_cls: 2.3162, loss: 2.3162, grad_norm: 3.0946 2021-07-12 17:48:47,902 - mmaction - INFO - Epoch [154][840/1879] lr: 3.490e-02, eta: 1 day, 22:42:00, time: 0.825, data_time: 0.002, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7168, loss_cls: 2.2671, loss: 2.2671, grad_norm: 3.0697 2021-07-12 17:49:04,710 - mmaction - INFO - Epoch [154][860/1879] lr: 3.490e-02, eta: 1 day, 22:41:39, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4676, top5_acc: 0.7223, loss_cls: 2.3203, loss: 2.3203, grad_norm: 3.1204 2021-07-12 17:49:21,564 - mmaction - INFO - Epoch [154][880/1879] lr: 3.490e-02, eta: 1 day, 22:41:18, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7168, loss_cls: 2.3108, loss: 2.3108, grad_norm: 3.1037 2021-07-12 17:49:38,369 - mmaction - INFO - Epoch [154][900/1879] lr: 3.490e-02, eta: 1 day, 22:40:56, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7105, loss_cls: 2.2992, loss: 2.2992, grad_norm: 3.1201 2021-07-12 17:49:55,213 - mmaction - INFO - Epoch [154][920/1879] lr: 3.490e-02, eta: 1 day, 22:40:36, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7414, loss_cls: 2.1705, loss: 2.1705, grad_norm: 3.0102 2021-07-12 17:50:12,065 - mmaction - INFO - Epoch [154][940/1879] lr: 3.490e-02, eta: 1 day, 22:40:15, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7227, loss_cls: 2.2636, loss: 2.2636, grad_norm: 3.1084 2021-07-12 17:50:29,038 - mmaction - INFO - Epoch [154][960/1879] lr: 3.490e-02, eta: 1 day, 22:39:54, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7082, loss_cls: 2.3014, loss: 2.3014, grad_norm: 3.0520 2021-07-12 17:50:45,741 - mmaction - INFO - Epoch [154][980/1879] lr: 3.490e-02, eta: 1 day, 22:39:33, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.5148, top5_acc: 0.7477, loss_cls: 2.1457, loss: 2.1457, grad_norm: 2.9727 2021-07-12 17:51:02,937 - mmaction - INFO - Epoch [154][1000/1879] lr: 3.490e-02, eta: 1 day, 22:39:14, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.4691, top5_acc: 0.6969, loss_cls: 2.3630, loss: 2.3630, grad_norm: 3.1189 2021-07-12 17:51:19,830 - mmaction - INFO - Epoch [154][1020/1879] lr: 3.490e-02, eta: 1 day, 22:38:53, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7148, loss_cls: 2.3026, loss: 2.3026, grad_norm: 3.0816 2021-07-12 17:51:36,924 - mmaction - INFO - Epoch [154][1040/1879] lr: 3.490e-02, eta: 1 day, 22:38:33, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7117, loss_cls: 2.3199, loss: 2.3199, grad_norm: 3.0730 2021-07-12 17:51:53,681 - mmaction - INFO - Epoch [154][1060/1879] lr: 3.490e-02, eta: 1 day, 22:38:12, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7121, loss_cls: 2.2734, loss: 2.2734, grad_norm: 3.0620 2021-07-12 17:52:10,305 - mmaction - INFO - Epoch [154][1080/1879] lr: 3.490e-02, eta: 1 day, 22:37:50, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7148, loss_cls: 2.3071, loss: 2.3071, grad_norm: 3.0620 2021-07-12 17:52:27,238 - mmaction - INFO - Epoch [154][1100/1879] lr: 3.490e-02, eta: 1 day, 22:37:30, time: 0.849, data_time: 0.008, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7215, loss_cls: 2.2433, loss: 2.2433, grad_norm: 3.0414 2021-07-12 17:52:44,231 - mmaction - INFO - Epoch [154][1120/1879] lr: 3.490e-02, eta: 1 day, 22:37:09, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7207, loss_cls: 2.2364, loss: 2.2364, grad_norm: 3.0446 2021-07-12 17:53:00,962 - mmaction - INFO - Epoch [154][1140/1879] lr: 3.490e-02, eta: 1 day, 22:36:48, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7152, loss_cls: 2.2838, loss: 2.2838, grad_norm: 3.1264 2021-07-12 17:53:18,009 - mmaction - INFO - Epoch [154][1160/1879] lr: 3.490e-02, eta: 1 day, 22:36:28, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.4562, top5_acc: 0.7020, loss_cls: 2.3532, loss: 2.3532, grad_norm: 3.1342 2021-07-12 17:53:35,031 - mmaction - INFO - Epoch [154][1180/1879] lr: 3.490e-02, eta: 1 day, 22:36:08, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7184, loss_cls: 2.2720, loss: 2.2720, grad_norm: 3.0382 2021-07-12 17:53:51,621 - mmaction - INFO - Epoch [154][1200/1879] lr: 3.490e-02, eta: 1 day, 22:35:46, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7191, loss_cls: 2.2611, loss: 2.2611, grad_norm: 3.1134 2021-07-12 17:54:08,493 - mmaction - INFO - Epoch [154][1220/1879] lr: 3.490e-02, eta: 1 day, 22:35:25, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4672, top5_acc: 0.7008, loss_cls: 2.3786, loss: 2.3786, grad_norm: 3.1343 2021-07-12 17:54:25,094 - mmaction - INFO - Epoch [154][1240/1879] lr: 3.490e-02, eta: 1 day, 22:35:03, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7188, loss_cls: 2.2597, loss: 2.2597, grad_norm: 3.0736 2021-07-12 17:54:41,813 - mmaction - INFO - Epoch [154][1260/1879] lr: 3.490e-02, eta: 1 day, 22:34:41, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.4734, top5_acc: 0.6969, loss_cls: 2.3194, loss: 2.3194, grad_norm: 3.0425 2021-07-12 17:54:58,839 - mmaction - INFO - Epoch [154][1280/1879] lr: 3.490e-02, eta: 1 day, 22:34:21, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4598, top5_acc: 0.7199, loss_cls: 2.2878, loss: 2.2878, grad_norm: 3.0834 2021-07-12 17:55:15,764 - mmaction - INFO - Epoch [154][1300/1879] lr: 3.490e-02, eta: 1 day, 22:34:00, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7105, loss_cls: 2.3255, loss: 2.3255, grad_norm: 3.0546 2021-07-12 17:55:32,529 - mmaction - INFO - Epoch [154][1320/1879] lr: 3.490e-02, eta: 1 day, 22:33:39, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7094, loss_cls: 2.3201, loss: 2.3201, grad_norm: 3.0321 2021-07-12 17:55:49,751 - mmaction - INFO - Epoch [154][1340/1879] lr: 3.490e-02, eta: 1 day, 22:33:21, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7273, loss_cls: 2.2569, loss: 2.2569, grad_norm: 3.0296 2021-07-12 17:56:06,404 - mmaction - INFO - Epoch [154][1360/1879] lr: 3.490e-02, eta: 1 day, 22:32:59, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7168, loss_cls: 2.2982, loss: 2.2982, grad_norm: 3.1289 2021-07-12 17:56:23,237 - mmaction - INFO - Epoch [154][1380/1879] lr: 3.490e-02, eta: 1 day, 22:32:38, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7191, loss_cls: 2.2815, loss: 2.2815, grad_norm: 3.0702 2021-07-12 17:56:40,216 - mmaction - INFO - Epoch [154][1400/1879] lr: 3.490e-02, eta: 1 day, 22:32:18, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7188, loss_cls: 2.2932, loss: 2.2932, grad_norm: 2.9948 2021-07-12 17:56:57,030 - mmaction - INFO - Epoch [154][1420/1879] lr: 3.490e-02, eta: 1 day, 22:31:56, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7242, loss_cls: 2.2691, loss: 2.2691, grad_norm: 3.0155 2021-07-12 17:57:14,021 - mmaction - INFO - Epoch [154][1440/1879] lr: 3.490e-02, eta: 1 day, 22:31:37, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7145, loss_cls: 2.2630, loss: 2.2630, grad_norm: 3.0178 2021-07-12 17:57:30,778 - mmaction - INFO - Epoch [154][1460/1879] lr: 3.490e-02, eta: 1 day, 22:31:15, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7035, loss_cls: 2.3304, loss: 2.3304, grad_norm: 3.0687 2021-07-12 17:57:47,399 - mmaction - INFO - Epoch [154][1480/1879] lr: 3.490e-02, eta: 1 day, 22:30:53, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7340, loss_cls: 2.2099, loss: 2.2099, grad_norm: 3.0830 2021-07-12 17:58:03,890 - mmaction - INFO - Epoch [154][1500/1879] lr: 3.490e-02, eta: 1 day, 22:30:30, time: 0.826, data_time: 0.002, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7102, loss_cls: 2.3307, loss: 2.3307, grad_norm: 3.0412 2021-07-12 17:58:20,908 - mmaction - INFO - Epoch [154][1520/1879] lr: 3.490e-02, eta: 1 day, 22:30:10, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7039, loss_cls: 2.3467, loss: 2.3467, grad_norm: 3.0678 2021-07-12 17:58:37,943 - mmaction - INFO - Epoch [154][1540/1879] lr: 3.490e-02, eta: 1 day, 22:29:51, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7129, loss_cls: 2.3422, loss: 2.3422, grad_norm: 3.0933 2021-07-12 17:58:54,709 - mmaction - INFO - Epoch [154][1560/1879] lr: 3.490e-02, eta: 1 day, 22:29:30, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7184, loss_cls: 2.2399, loss: 2.2399, grad_norm: 3.0014 2021-07-12 17:59:11,537 - mmaction - INFO - Epoch [154][1580/1879] lr: 3.490e-02, eta: 1 day, 22:29:08, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7262, loss_cls: 2.2702, loss: 2.2702, grad_norm: 3.0396 2021-07-12 17:59:28,603 - mmaction - INFO - Epoch [154][1600/1879] lr: 3.490e-02, eta: 1 day, 22:28:49, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.4594, top5_acc: 0.6945, loss_cls: 2.4055, loss: 2.4055, grad_norm: 3.1494 2021-07-12 17:59:45,283 - mmaction - INFO - Epoch [154][1620/1879] lr: 3.490e-02, eta: 1 day, 22:28:27, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7215, loss_cls: 2.2943, loss: 2.2943, grad_norm: 3.0487 2021-07-12 18:00:12,968 - mmaction - INFO - Epoch [154][1640/1879] lr: 3.490e-02, eta: 1 day, 22:29:02, time: 1.327, data_time: 0.001, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7168, loss_cls: 2.3180, loss: 2.3180, grad_norm: 3.0691 2021-07-12 18:00:30,309 - mmaction - INFO - Epoch [154][1660/1879] lr: 3.490e-02, eta: 1 day, 22:28:50, time: 0.924, data_time: 0.059, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7109, loss_cls: 2.2932, loss: 2.2932, grad_norm: 3.0774 2021-07-12 18:00:47,416 - mmaction - INFO - Epoch [154][1680/1879] lr: 3.490e-02, eta: 1 day, 22:28:31, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7316, loss_cls: 2.2812, loss: 2.2812, grad_norm: 3.0690 2021-07-12 18:01:04,279 - mmaction - INFO - Epoch [154][1700/1879] lr: 3.490e-02, eta: 1 day, 22:28:10, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7168, loss_cls: 2.3263, loss: 2.3263, grad_norm: 3.1126 2021-07-12 18:01:21,177 - mmaction - INFO - Epoch [154][1720/1879] lr: 3.490e-02, eta: 1 day, 22:27:50, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7207, loss_cls: 2.2691, loss: 2.2691, grad_norm: 3.1126 2021-07-12 18:01:37,849 - mmaction - INFO - Epoch [154][1740/1879] lr: 3.490e-02, eta: 1 day, 22:27:28, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.4852, top5_acc: 0.7207, loss_cls: 2.2469, loss: 2.2469, grad_norm: 2.9989 2021-07-12 18:01:54,683 - mmaction - INFO - Epoch [154][1760/1879] lr: 3.490e-02, eta: 1 day, 22:27:07, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4629, top5_acc: 0.7082, loss_cls: 2.3309, loss: 2.3309, grad_norm: 3.0723 2021-07-12 18:02:11,544 - mmaction - INFO - Epoch [154][1780/1879] lr: 3.490e-02, eta: 1 day, 22:26:46, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.4621, top5_acc: 0.7012, loss_cls: 2.4070, loss: 2.4070, grad_norm: 3.1360 2021-07-12 18:02:28,519 - mmaction - INFO - Epoch [154][1800/1879] lr: 3.490e-02, eta: 1 day, 22:26:26, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7285, loss_cls: 2.2768, loss: 2.2768, grad_norm: 3.1129 2021-07-12 18:02:45,379 - mmaction - INFO - Epoch [154][1820/1879] lr: 3.490e-02, eta: 1 day, 22:26:05, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7043, loss_cls: 2.3181, loss: 2.3181, grad_norm: 3.0828 2021-07-12 18:03:01,925 - mmaction - INFO - Epoch [154][1840/1879] lr: 3.490e-02, eta: 1 day, 22:25:43, time: 0.830, data_time: 0.006, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7156, loss_cls: 2.2703, loss: 2.2703, grad_norm: 3.0608 2021-07-12 18:03:18,514 - mmaction - INFO - Epoch [154][1860/1879] lr: 3.490e-02, eta: 1 day, 22:25:21, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7102, loss_cls: 2.3616, loss: 2.3616, grad_norm: 3.0303 2021-07-12 18:06:25,897 - mmaction - INFO - Epoch [155][20/1879] lr: 3.432e-02, eta: 1 day, 22:35:53, time: 7.583, data_time: 6.712, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7277, loss_cls: 2.2638, loss: 2.2638, grad_norm: 3.0993 2021-07-12 18:06:42,237 - mmaction - INFO - Epoch [155][40/1879] lr: 3.432e-02, eta: 1 day, 22:35:29, time: 0.817, data_time: 0.006, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7387, loss_cls: 2.2021, loss: 2.2021, grad_norm: 3.0438 2021-07-12 18:06:58,586 - mmaction - INFO - Epoch [155][60/1879] lr: 3.432e-02, eta: 1 day, 22:35:04, time: 0.815, data_time: 0.002, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7320, loss_cls: 2.1969, loss: 2.1969, grad_norm: 3.0565 2021-07-12 18:07:15,121 - mmaction - INFO - Epoch [155][80/1879] lr: 3.432e-02, eta: 1 day, 22:34:42, time: 0.830, data_time: 0.007, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7254, loss_cls: 2.2381, loss: 2.2381, grad_norm: 3.0353 2021-07-12 18:07:31,853 - mmaction - INFO - Epoch [155][100/1879] lr: 3.432e-02, eta: 1 day, 22:34:20, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7438, loss_cls: 2.1920, loss: 2.1920, grad_norm: 2.9993 2021-07-12 18:07:48,447 - mmaction - INFO - Epoch [155][120/1879] lr: 3.432e-02, eta: 1 day, 22:33:57, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7273, loss_cls: 2.2422, loss: 2.2422, grad_norm: 3.0616 2021-07-12 18:08:05,403 - mmaction - INFO - Epoch [155][140/1879] lr: 3.432e-02, eta: 1 day, 22:33:37, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7312, loss_cls: 2.2261, loss: 2.2261, grad_norm: 3.0867 2021-07-12 18:08:22,227 - mmaction - INFO - Epoch [155][160/1879] lr: 3.432e-02, eta: 1 day, 22:33:15, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7242, loss_cls: 2.2607, loss: 2.2607, grad_norm: 3.0264 2021-07-12 18:08:39,109 - mmaction - INFO - Epoch [155][180/1879] lr: 3.432e-02, eta: 1 day, 22:32:54, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7348, loss_cls: 2.1790, loss: 2.1790, grad_norm: 3.0235 2021-07-12 18:08:55,903 - mmaction - INFO - Epoch [155][200/1879] lr: 3.432e-02, eta: 1 day, 22:32:33, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7172, loss_cls: 2.2517, loss: 2.2517, grad_norm: 3.0849 2021-07-12 18:09:12,891 - mmaction - INFO - Epoch [155][220/1879] lr: 3.432e-02, eta: 1 day, 22:32:12, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7191, loss_cls: 2.2724, loss: 2.2724, grad_norm: 3.0637 2021-07-12 18:09:29,701 - mmaction - INFO - Epoch [155][240/1879] lr: 3.432e-02, eta: 1 day, 22:31:51, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7148, loss_cls: 2.2773, loss: 2.2773, grad_norm: 3.0782 2021-07-12 18:09:46,446 - mmaction - INFO - Epoch [155][260/1879] lr: 3.432e-02, eta: 1 day, 22:31:29, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7129, loss_cls: 2.3034, loss: 2.3034, grad_norm: 3.1150 2021-07-12 18:10:03,695 - mmaction - INFO - Epoch [155][280/1879] lr: 3.432e-02, eta: 1 day, 22:31:10, time: 0.862, data_time: 0.003, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7270, loss_cls: 2.2368, loss: 2.2368, grad_norm: 3.0577 2021-07-12 18:10:20,521 - mmaction - INFO - Epoch [155][300/1879] lr: 3.432e-02, eta: 1 day, 22:30:49, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7266, loss_cls: 2.2652, loss: 2.2652, grad_norm: 3.1011 2021-07-12 18:10:37,259 - mmaction - INFO - Epoch [155][320/1879] lr: 3.432e-02, eta: 1 day, 22:30:27, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.4562, top5_acc: 0.6895, loss_cls: 2.4109, loss: 2.4109, grad_norm: 3.1432 2021-07-12 18:10:54,361 - mmaction - INFO - Epoch [155][340/1879] lr: 3.432e-02, eta: 1 day, 22:30:08, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7121, loss_cls: 2.2902, loss: 2.2902, grad_norm: 3.0942 2021-07-12 18:11:11,402 - mmaction - INFO - Epoch [155][360/1879] lr: 3.432e-02, eta: 1 day, 22:29:48, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7297, loss_cls: 2.2317, loss: 2.2317, grad_norm: 3.0051 2021-07-12 18:11:27,892 - mmaction - INFO - Epoch [155][380/1879] lr: 3.432e-02, eta: 1 day, 22:29:24, time: 0.822, data_time: 0.001, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7262, loss_cls: 2.2409, loss: 2.2409, grad_norm: 3.0747 2021-07-12 18:11:44,856 - mmaction - INFO - Epoch [155][400/1879] lr: 3.432e-02, eta: 1 day, 22:29:04, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7285, loss_cls: 2.2791, loss: 2.2791, grad_norm: 3.1214 2021-07-12 18:12:01,672 - mmaction - INFO - Epoch [155][420/1879] lr: 3.432e-02, eta: 1 day, 22:28:42, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.4758, top5_acc: 0.7211, loss_cls: 2.2605, loss: 2.2605, grad_norm: 3.0948 2021-07-12 18:12:18,586 - mmaction - INFO - Epoch [155][440/1879] lr: 3.432e-02, eta: 1 day, 22:28:22, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7180, loss_cls: 2.2891, loss: 2.2891, grad_norm: 3.1309 2021-07-12 18:12:35,810 - mmaction - INFO - Epoch [155][460/1879] lr: 3.432e-02, eta: 1 day, 22:28:03, time: 0.860, data_time: 0.001, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7281, loss_cls: 2.2118, loss: 2.2118, grad_norm: 3.0728 2021-07-12 18:12:52,677 - mmaction - INFO - Epoch [155][480/1879] lr: 3.432e-02, eta: 1 day, 22:27:42, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7266, loss_cls: 2.2745, loss: 2.2745, grad_norm: 3.0669 2021-07-12 18:13:09,524 - mmaction - INFO - Epoch [155][500/1879] lr: 3.432e-02, eta: 1 day, 22:27:21, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7016, loss_cls: 2.3105, loss: 2.3105, grad_norm: 3.0514 2021-07-12 18:13:26,374 - mmaction - INFO - Epoch [155][520/1879] lr: 3.432e-02, eta: 1 day, 22:26:59, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7250, loss_cls: 2.2390, loss: 2.2390, grad_norm: 3.0178 2021-07-12 18:13:43,195 - mmaction - INFO - Epoch [155][540/1879] lr: 3.432e-02, eta: 1 day, 22:26:38, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7254, loss_cls: 2.2706, loss: 2.2706, grad_norm: 3.1145 2021-07-12 18:14:00,436 - mmaction - INFO - Epoch [155][560/1879] lr: 3.432e-02, eta: 1 day, 22:26:19, time: 0.860, data_time: 0.007, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7207, loss_cls: 2.2682, loss: 2.2682, grad_norm: 3.0953 2021-07-12 18:14:17,336 - mmaction - INFO - Epoch [155][580/1879] lr: 3.432e-02, eta: 1 day, 22:25:58, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7238, loss_cls: 2.2872, loss: 2.2872, grad_norm: 3.1164 2021-07-12 18:14:34,370 - mmaction - INFO - Epoch [155][600/1879] lr: 3.432e-02, eta: 1 day, 22:25:38, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.4758, top5_acc: 0.7133, loss_cls: 2.2842, loss: 2.2842, grad_norm: 3.0735 2021-07-12 18:14:51,431 - mmaction - INFO - Epoch [155][620/1879] lr: 3.432e-02, eta: 1 day, 22:25:18, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7027, loss_cls: 2.3141, loss: 2.3141, grad_norm: 3.0335 2021-07-12 18:15:07,980 - mmaction - INFO - Epoch [155][640/1879] lr: 3.432e-02, eta: 1 day, 22:24:56, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7426, loss_cls: 2.1893, loss: 2.1893, grad_norm: 3.0807 2021-07-12 18:15:24,843 - mmaction - INFO - Epoch [155][660/1879] lr: 3.432e-02, eta: 1 day, 22:24:35, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7281, loss_cls: 2.2560, loss: 2.2560, grad_norm: 3.1006 2021-07-12 18:15:41,663 - mmaction - INFO - Epoch [155][680/1879] lr: 3.432e-02, eta: 1 day, 22:24:13, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7184, loss_cls: 2.3105, loss: 2.3105, grad_norm: 3.0848 2021-07-12 18:15:58,312 - mmaction - INFO - Epoch [155][700/1879] lr: 3.432e-02, eta: 1 day, 22:23:51, time: 0.832, data_time: 0.002, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7281, loss_cls: 2.2435, loss: 2.2435, grad_norm: 3.0060 2021-07-12 18:16:15,218 - mmaction - INFO - Epoch [155][720/1879] lr: 3.432e-02, eta: 1 day, 22:23:30, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7285, loss_cls: 2.2534, loss: 2.2534, grad_norm: 3.0798 2021-07-12 18:16:32,112 - mmaction - INFO - Epoch [155][740/1879] lr: 3.432e-02, eta: 1 day, 22:23:10, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7199, loss_cls: 2.2832, loss: 2.2832, grad_norm: 3.0346 2021-07-12 18:16:48,678 - mmaction - INFO - Epoch [155][760/1879] lr: 3.432e-02, eta: 1 day, 22:22:47, time: 0.827, data_time: 0.000, memory: 6454, top1_acc: 0.4699, top5_acc: 0.6957, loss_cls: 2.3880, loss: 2.3880, grad_norm: 3.0967 2021-07-12 18:17:05,942 - mmaction - INFO - Epoch [155][780/1879] lr: 3.432e-02, eta: 1 day, 22:22:28, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7188, loss_cls: 2.2806, loss: 2.2806, grad_norm: 3.0694 2021-07-12 18:17:22,495 - mmaction - INFO - Epoch [155][800/1879] lr: 3.432e-02, eta: 1 day, 22:22:06, time: 0.828, data_time: 0.002, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7164, loss_cls: 2.2859, loss: 2.2859, grad_norm: 3.1074 2021-07-12 18:17:39,476 - mmaction - INFO - Epoch [155][820/1879] lr: 3.432e-02, eta: 1 day, 22:21:45, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7301, loss_cls: 2.2735, loss: 2.2735, grad_norm: 3.1505 2021-07-12 18:17:56,609 - mmaction - INFO - Epoch [155][840/1879] lr: 3.432e-02, eta: 1 day, 22:21:26, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7215, loss_cls: 2.2644, loss: 2.2644, grad_norm: 3.0225 2021-07-12 18:18:13,299 - mmaction - INFO - Epoch [155][860/1879] lr: 3.432e-02, eta: 1 day, 22:21:04, time: 0.836, data_time: 0.007, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7176, loss_cls: 2.2568, loss: 2.2568, grad_norm: 3.1426 2021-07-12 18:18:29,867 - mmaction - INFO - Epoch [155][880/1879] lr: 3.432e-02, eta: 1 day, 22:20:42, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.4738, top5_acc: 0.6992, loss_cls: 2.3375, loss: 2.3375, grad_norm: 3.0981 2021-07-12 18:18:46,935 - mmaction - INFO - Epoch [155][900/1879] lr: 3.432e-02, eta: 1 day, 22:20:21, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4613, top5_acc: 0.7176, loss_cls: 2.3579, loss: 2.3579, grad_norm: 3.1469 2021-07-12 18:19:03,870 - mmaction - INFO - Epoch [155][920/1879] lr: 3.432e-02, eta: 1 day, 22:20:01, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7223, loss_cls: 2.2884, loss: 2.2884, grad_norm: 3.1282 2021-07-12 18:19:20,461 - mmaction - INFO - Epoch [155][940/1879] lr: 3.432e-02, eta: 1 day, 22:19:39, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7160, loss_cls: 2.3192, loss: 2.3192, grad_norm: 3.0550 2021-07-12 18:19:37,348 - mmaction - INFO - Epoch [155][960/1879] lr: 3.432e-02, eta: 1 day, 22:19:18, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7199, loss_cls: 2.2912, loss: 2.2912, grad_norm: 3.0889 2021-07-12 18:19:54,041 - mmaction - INFO - Epoch [155][980/1879] lr: 3.432e-02, eta: 1 day, 22:18:56, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7102, loss_cls: 2.3172, loss: 2.3172, grad_norm: 3.1136 2021-07-12 18:20:10,740 - mmaction - INFO - Epoch [155][1000/1879] lr: 3.432e-02, eta: 1 day, 22:18:34, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7238, loss_cls: 2.2318, loss: 2.2318, grad_norm: 3.0307 2021-07-12 18:20:27,829 - mmaction - INFO - Epoch [155][1020/1879] lr: 3.432e-02, eta: 1 day, 22:18:14, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.4750, top5_acc: 0.7098, loss_cls: 2.3152, loss: 2.3152, grad_norm: 3.0563 2021-07-12 18:20:44,853 - mmaction - INFO - Epoch [155][1040/1879] lr: 3.432e-02, eta: 1 day, 22:17:54, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7262, loss_cls: 2.2733, loss: 2.2733, grad_norm: 3.0834 2021-07-12 18:21:01,965 - mmaction - INFO - Epoch [155][1060/1879] lr: 3.432e-02, eta: 1 day, 22:17:35, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7207, loss_cls: 2.2717, loss: 2.2717, grad_norm: 3.0835 2021-07-12 18:21:18,724 - mmaction - INFO - Epoch [155][1080/1879] lr: 3.432e-02, eta: 1 day, 22:17:14, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7098, loss_cls: 2.3053, loss: 2.3053, grad_norm: 3.0423 2021-07-12 18:21:35,541 - mmaction - INFO - Epoch [155][1100/1879] lr: 3.432e-02, eta: 1 day, 22:16:52, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7121, loss_cls: 2.3048, loss: 2.3048, grad_norm: 3.0847 2021-07-12 18:21:52,663 - mmaction - INFO - Epoch [155][1120/1879] lr: 3.432e-02, eta: 1 day, 22:16:33, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7148, loss_cls: 2.2862, loss: 2.2862, grad_norm: 3.0231 2021-07-12 18:22:09,656 - mmaction - INFO - Epoch [155][1140/1879] lr: 3.432e-02, eta: 1 day, 22:16:13, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7387, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.1245 2021-07-12 18:22:26,483 - mmaction - INFO - Epoch [155][1160/1879] lr: 3.432e-02, eta: 1 day, 22:15:52, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7098, loss_cls: 2.2841, loss: 2.2841, grad_norm: 3.1414 2021-07-12 18:22:43,224 - mmaction - INFO - Epoch [155][1180/1879] lr: 3.432e-02, eta: 1 day, 22:15:30, time: 0.835, data_time: 0.006, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7270, loss_cls: 2.2265, loss: 2.2265, grad_norm: 3.0442 2021-07-12 18:22:59,577 - mmaction - INFO - Epoch [155][1200/1879] lr: 3.432e-02, eta: 1 day, 22:15:06, time: 0.820, data_time: 0.005, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7203, loss_cls: 2.2836, loss: 2.2836, grad_norm: 3.1358 2021-07-12 18:23:16,414 - mmaction - INFO - Epoch [155][1220/1879] lr: 3.432e-02, eta: 1 day, 22:14:45, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7055, loss_cls: 2.3751, loss: 2.3751, grad_norm: 3.1760 2021-07-12 18:23:33,457 - mmaction - INFO - Epoch [155][1240/1879] lr: 3.432e-02, eta: 1 day, 22:14:25, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7105, loss_cls: 2.3502, loss: 2.3502, grad_norm: 3.1124 2021-07-12 18:23:50,362 - mmaction - INFO - Epoch [155][1260/1879] lr: 3.432e-02, eta: 1 day, 22:14:05, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7164, loss_cls: 2.2780, loss: 2.2780, grad_norm: 2.9780 2021-07-12 18:24:07,474 - mmaction - INFO - Epoch [155][1280/1879] lr: 3.432e-02, eta: 1 day, 22:13:45, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7145, loss_cls: 2.2657, loss: 2.2657, grad_norm: 3.0198 2021-07-12 18:24:24,469 - mmaction - INFO - Epoch [155][1300/1879] lr: 3.432e-02, eta: 1 day, 22:13:25, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7215, loss_cls: 2.2706, loss: 2.2706, grad_norm: 3.1905 2021-07-12 18:24:41,179 - mmaction - INFO - Epoch [155][1320/1879] lr: 3.432e-02, eta: 1 day, 22:13:04, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7164, loss_cls: 2.2596, loss: 2.2596, grad_norm: 3.0110 2021-07-12 18:24:58,400 - mmaction - INFO - Epoch [155][1340/1879] lr: 3.432e-02, eta: 1 day, 22:12:45, time: 0.860, data_time: 0.001, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7043, loss_cls: 2.3538, loss: 2.3538, grad_norm: 3.1613 2021-07-12 18:25:15,244 - mmaction - INFO - Epoch [155][1360/1879] lr: 3.432e-02, eta: 1 day, 22:12:24, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7227, loss_cls: 2.2872, loss: 2.2872, grad_norm: 3.1216 2021-07-12 18:25:31,787 - mmaction - INFO - Epoch [155][1380/1879] lr: 3.432e-02, eta: 1 day, 22:12:01, time: 0.830, data_time: 0.005, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7121, loss_cls: 2.2813, loss: 2.2813, grad_norm: 3.0636 2021-07-12 18:25:48,888 - mmaction - INFO - Epoch [155][1400/1879] lr: 3.432e-02, eta: 1 day, 22:11:41, time: 0.853, data_time: 0.008, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7152, loss_cls: 2.2883, loss: 2.2883, grad_norm: 3.0992 2021-07-12 18:26:06,020 - mmaction - INFO - Epoch [155][1420/1879] lr: 3.432e-02, eta: 1 day, 22:11:22, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7211, loss_cls: 2.3086, loss: 2.3086, grad_norm: 3.1445 2021-07-12 18:26:22,775 - mmaction - INFO - Epoch [155][1440/1879] lr: 3.432e-02, eta: 1 day, 22:11:01, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7105, loss_cls: 2.2888, loss: 2.2888, grad_norm: 3.0568 2021-07-12 18:26:39,834 - mmaction - INFO - Epoch [155][1460/1879] lr: 3.432e-02, eta: 1 day, 22:10:41, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7242, loss_cls: 2.2882, loss: 2.2882, grad_norm: 3.1694 2021-07-12 18:26:57,170 - mmaction - INFO - Epoch [155][1480/1879] lr: 3.432e-02, eta: 1 day, 22:10:22, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7113, loss_cls: 2.2658, loss: 2.2658, grad_norm: 3.1043 2021-07-12 18:27:14,271 - mmaction - INFO - Epoch [155][1500/1879] lr: 3.432e-02, eta: 1 day, 22:10:03, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7223, loss_cls: 2.2492, loss: 2.2492, grad_norm: 3.0481 2021-07-12 18:27:31,171 - mmaction - INFO - Epoch [155][1520/1879] lr: 3.432e-02, eta: 1 day, 22:09:43, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7191, loss_cls: 2.2259, loss: 2.2259, grad_norm: 3.0875 2021-07-12 18:27:48,223 - mmaction - INFO - Epoch [155][1540/1879] lr: 3.432e-02, eta: 1 day, 22:09:23, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7199, loss_cls: 2.2873, loss: 2.2873, grad_norm: 3.0778 2021-07-12 18:28:05,181 - mmaction - INFO - Epoch [155][1560/1879] lr: 3.432e-02, eta: 1 day, 22:09:03, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7078, loss_cls: 2.3387, loss: 2.3387, grad_norm: 3.1216 2021-07-12 18:28:21,914 - mmaction - INFO - Epoch [155][1580/1879] lr: 3.432e-02, eta: 1 day, 22:08:41, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7070, loss_cls: 2.3006, loss: 2.3006, grad_norm: 3.1257 2021-07-12 18:28:38,988 - mmaction - INFO - Epoch [155][1600/1879] lr: 3.432e-02, eta: 1 day, 22:08:21, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7273, loss_cls: 2.2538, loss: 2.2538, grad_norm: 3.0849 2021-07-12 18:28:56,018 - mmaction - INFO - Epoch [155][1620/1879] lr: 3.432e-02, eta: 1 day, 22:08:01, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7133, loss_cls: 2.3083, loss: 2.3083, grad_norm: 3.0504 2021-07-12 18:29:13,217 - mmaction - INFO - Epoch [155][1640/1879] lr: 3.432e-02, eta: 1 day, 22:07:42, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.4688, top5_acc: 0.7152, loss_cls: 2.3060, loss: 2.3060, grad_norm: 3.0713 2021-07-12 18:29:30,004 - mmaction - INFO - Epoch [155][1660/1879] lr: 3.432e-02, eta: 1 day, 22:07:21, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7277, loss_cls: 2.2628, loss: 2.2628, grad_norm: 3.1289 2021-07-12 18:29:46,580 - mmaction - INFO - Epoch [155][1680/1879] lr: 3.432e-02, eta: 1 day, 22:06:59, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7242, loss_cls: 2.2535, loss: 2.2535, grad_norm: 3.0427 2021-07-12 18:30:03,838 - mmaction - INFO - Epoch [155][1700/1879] lr: 3.432e-02, eta: 1 day, 22:06:40, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7285, loss_cls: 2.2525, loss: 2.2525, grad_norm: 2.9376 2021-07-12 18:30:20,554 - mmaction - INFO - Epoch [155][1720/1879] lr: 3.432e-02, eta: 1 day, 22:06:19, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7246, loss_cls: 2.2419, loss: 2.2419, grad_norm: 3.0623 2021-07-12 18:30:37,570 - mmaction - INFO - Epoch [155][1740/1879] lr: 3.432e-02, eta: 1 day, 22:05:59, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7121, loss_cls: 2.3013, loss: 2.3013, grad_norm: 3.0899 2021-07-12 18:30:54,330 - mmaction - INFO - Epoch [155][1760/1879] lr: 3.432e-02, eta: 1 day, 22:05:38, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7297, loss_cls: 2.2225, loss: 2.2225, grad_norm: 3.0544 2021-07-12 18:31:11,147 - mmaction - INFO - Epoch [155][1780/1879] lr: 3.432e-02, eta: 1 day, 22:05:17, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7125, loss_cls: 2.3103, loss: 2.3103, grad_norm: 3.1762 2021-07-12 18:31:28,302 - mmaction - INFO - Epoch [155][1800/1879] lr: 3.432e-02, eta: 1 day, 22:04:58, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7156, loss_cls: 2.2948, loss: 2.2948, grad_norm: 3.1502 2021-07-12 18:31:45,173 - mmaction - INFO - Epoch [155][1820/1879] lr: 3.432e-02, eta: 1 day, 22:04:37, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7266, loss_cls: 2.2215, loss: 2.2215, grad_norm: 3.0777 2021-07-12 18:32:02,113 - mmaction - INFO - Epoch [155][1840/1879] lr: 3.432e-02, eta: 1 day, 22:04:16, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7207, loss_cls: 2.2762, loss: 2.2762, grad_norm: 3.0398 2021-07-12 18:32:18,823 - mmaction - INFO - Epoch [155][1860/1879] lr: 3.432e-02, eta: 1 day, 22:03:55, time: 0.838, data_time: 0.007, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7105, loss_cls: 2.3644, loss: 2.3644, grad_norm: 3.0718 2021-07-12 18:35:38,515 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-12 18:35:39,314 - mmaction - INFO - top1_acc 0.5538 top5_acc 0.7983 2021-07-12 18:35:39,314 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-12 18:35:39,345 - mmaction - INFO - mean_acc 0.5538 2021-07-12 18:35:40,556 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_155.pth. 2021-07-12 18:35:40,556 - mmaction - INFO - Best top1_acc is 0.5538 at 155 epoch. 2021-07-12 18:35:40,565 - mmaction - INFO - Epoch(val) [155][155] top1_acc: 0.5538, top5_acc: 0.7983, mean_class_accuracy: 0.5538 2021-07-12 18:36:33,810 - mmaction - INFO - Epoch [156][20/1879] lr: 3.373e-02, eta: 1 day, 22:05:02, time: 2.658, data_time: 1.647, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7098, loss_cls: 2.3025, loss: 2.3025, grad_norm: 3.1040 2021-07-12 18:36:50,269 - mmaction - INFO - Epoch [156][40/1879] lr: 3.373e-02, eta: 1 day, 22:04:39, time: 0.823, data_time: 0.003, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7273, loss_cls: 2.2007, loss: 2.2007, grad_norm: 3.0619 2021-07-12 18:37:07,041 - mmaction - INFO - Epoch [156][60/1879] lr: 3.373e-02, eta: 1 day, 22:04:18, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7117, loss_cls: 2.3179, loss: 2.3179, grad_norm: 3.0510 2021-07-12 18:37:23,467 - mmaction - INFO - Epoch [156][80/1879] lr: 3.373e-02, eta: 1 day, 22:03:55, time: 0.821, data_time: 0.001, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7395, loss_cls: 2.2004, loss: 2.2004, grad_norm: 3.0175 2021-07-12 18:37:40,300 - mmaction - INFO - Epoch [156][100/1879] lr: 3.373e-02, eta: 1 day, 22:03:34, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7289, loss_cls: 2.2379, loss: 2.2379, grad_norm: 3.0518 2021-07-12 18:37:56,961 - mmaction - INFO - Epoch [156][120/1879] lr: 3.373e-02, eta: 1 day, 22:03:12, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7332, loss_cls: 2.2097, loss: 2.2097, grad_norm: 3.1175 2021-07-12 18:38:13,454 - mmaction - INFO - Epoch [156][140/1879] lr: 3.373e-02, eta: 1 day, 22:02:49, time: 0.824, data_time: 0.004, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7242, loss_cls: 2.2357, loss: 2.2357, grad_norm: 3.0598 2021-07-12 18:38:30,162 - mmaction - INFO - Epoch [156][160/1879] lr: 3.373e-02, eta: 1 day, 22:02:28, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7305, loss_cls: 2.2390, loss: 2.2390, grad_norm: 3.1059 2021-07-12 18:38:47,152 - mmaction - INFO - Epoch [156][180/1879] lr: 3.373e-02, eta: 1 day, 22:02:08, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7074, loss_cls: 2.3219, loss: 2.3219, grad_norm: 3.1139 2021-07-12 18:39:03,878 - mmaction - INFO - Epoch [156][200/1879] lr: 3.373e-02, eta: 1 day, 22:01:46, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7156, loss_cls: 2.3124, loss: 2.3124, grad_norm: 3.1893 2021-07-12 18:39:20,892 - mmaction - INFO - Epoch [156][220/1879] lr: 3.373e-02, eta: 1 day, 22:01:26, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7191, loss_cls: 2.3216, loss: 2.3216, grad_norm: 3.0954 2021-07-12 18:39:37,645 - mmaction - INFO - Epoch [156][240/1879] lr: 3.373e-02, eta: 1 day, 22:01:05, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4609, top5_acc: 0.7246, loss_cls: 2.3173, loss: 2.3173, grad_norm: 3.0456 2021-07-12 18:39:54,636 - mmaction - INFO - Epoch [156][260/1879] lr: 3.373e-02, eta: 1 day, 22:00:45, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7242, loss_cls: 2.2373, loss: 2.2373, grad_norm: 3.0395 2021-07-12 18:40:11,448 - mmaction - INFO - Epoch [156][280/1879] lr: 3.373e-02, eta: 1 day, 22:00:24, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7273, loss_cls: 2.2131, loss: 2.2131, grad_norm: 3.0694 2021-07-12 18:40:28,431 - mmaction - INFO - Epoch [156][300/1879] lr: 3.373e-02, eta: 1 day, 22:00:04, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4641, top5_acc: 0.6984, loss_cls: 2.3568, loss: 2.3568, grad_norm: 3.1533 2021-07-12 18:40:45,375 - mmaction - INFO - Epoch [156][320/1879] lr: 3.373e-02, eta: 1 day, 21:59:43, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7316, loss_cls: 2.1997, loss: 2.1997, grad_norm: 2.9485 2021-07-12 18:41:02,427 - mmaction - INFO - Epoch [156][340/1879] lr: 3.373e-02, eta: 1 day, 21:59:24, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7309, loss_cls: 2.2458, loss: 2.2458, grad_norm: 3.0786 2021-07-12 18:41:19,062 - mmaction - INFO - Epoch [156][360/1879] lr: 3.373e-02, eta: 1 day, 21:59:02, time: 0.832, data_time: 0.002, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7188, loss_cls: 2.2749, loss: 2.2749, grad_norm: 3.1143 2021-07-12 18:41:36,024 - mmaction - INFO - Epoch [156][380/1879] lr: 3.373e-02, eta: 1 day, 21:58:42, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7297, loss_cls: 2.2299, loss: 2.2299, grad_norm: 3.0229 2021-07-12 18:41:52,947 - mmaction - INFO - Epoch [156][400/1879] lr: 3.373e-02, eta: 1 day, 21:58:21, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7336, loss_cls: 2.2086, loss: 2.2086, grad_norm: 3.1427 2021-07-12 18:42:09,771 - mmaction - INFO - Epoch [156][420/1879] lr: 3.373e-02, eta: 1 day, 21:58:00, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7156, loss_cls: 2.3019, loss: 2.3019, grad_norm: 3.1791 2021-07-12 18:42:26,650 - mmaction - INFO - Epoch [156][440/1879] lr: 3.373e-02, eta: 1 day, 21:57:40, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7164, loss_cls: 2.2830, loss: 2.2830, grad_norm: 3.0445 2021-07-12 18:42:43,357 - mmaction - INFO - Epoch [156][460/1879] lr: 3.373e-02, eta: 1 day, 21:57:18, time: 0.834, data_time: 0.006, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7109, loss_cls: 2.3234, loss: 2.3234, grad_norm: 3.0708 2021-07-12 18:42:59,829 - mmaction - INFO - Epoch [156][480/1879] lr: 3.373e-02, eta: 1 day, 21:56:55, time: 0.824, data_time: 0.003, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7301, loss_cls: 2.2567, loss: 2.2567, grad_norm: 3.0817 2021-07-12 18:43:16,687 - mmaction - INFO - Epoch [156][500/1879] lr: 3.373e-02, eta: 1 day, 21:56:35, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4676, top5_acc: 0.7035, loss_cls: 2.3271, loss: 2.3271, grad_norm: 3.1558 2021-07-12 18:43:33,329 - mmaction - INFO - Epoch [156][520/1879] lr: 3.373e-02, eta: 1 day, 21:56:13, time: 0.834, data_time: 0.007, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7086, loss_cls: 2.2779, loss: 2.2779, grad_norm: 3.1159 2021-07-12 18:43:50,340 - mmaction - INFO - Epoch [156][540/1879] lr: 3.373e-02, eta: 1 day, 21:55:53, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7223, loss_cls: 2.2361, loss: 2.2361, grad_norm: 3.0646 2021-07-12 18:44:07,221 - mmaction - INFO - Epoch [156][560/1879] lr: 3.373e-02, eta: 1 day, 21:55:32, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7172, loss_cls: 2.2619, loss: 2.2619, grad_norm: 3.0786 2021-07-12 18:44:24,313 - mmaction - INFO - Epoch [156][580/1879] lr: 3.373e-02, eta: 1 day, 21:55:13, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7105, loss_cls: 2.2688, loss: 2.2688, grad_norm: 3.1053 2021-07-12 18:44:41,350 - mmaction - INFO - Epoch [156][600/1879] lr: 3.373e-02, eta: 1 day, 21:54:53, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7180, loss_cls: 2.3178, loss: 2.3178, grad_norm: 3.1360 2021-07-12 18:44:58,355 - mmaction - INFO - Epoch [156][620/1879] lr: 3.373e-02, eta: 1 day, 21:54:33, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7168, loss_cls: 2.2987, loss: 2.2987, grad_norm: 3.0838 2021-07-12 18:45:15,003 - mmaction - INFO - Epoch [156][640/1879] lr: 3.373e-02, eta: 1 day, 21:54:11, time: 0.827, data_time: 0.001, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7141, loss_cls: 2.2996, loss: 2.2996, grad_norm: 3.0561 2021-07-12 18:45:31,836 - mmaction - INFO - Epoch [156][660/1879] lr: 3.373e-02, eta: 1 day, 21:53:50, time: 0.843, data_time: 0.008, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7277, loss_cls: 2.2076, loss: 2.2076, grad_norm: 3.0292 2021-07-12 18:45:48,285 - mmaction - INFO - Epoch [156][680/1879] lr: 3.373e-02, eta: 1 day, 21:53:28, time: 0.826, data_time: 0.005, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7285, loss_cls: 2.2323, loss: 2.2323, grad_norm: 3.0735 2021-07-12 18:46:04,942 - mmaction - INFO - Epoch [156][700/1879] lr: 3.373e-02, eta: 1 day, 21:53:06, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7172, loss_cls: 2.2493, loss: 2.2493, grad_norm: 3.0991 2021-07-12 18:46:21,964 - mmaction - INFO - Epoch [156][720/1879] lr: 3.373e-02, eta: 1 day, 21:52:46, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4852, top5_acc: 0.7082, loss_cls: 2.2707, loss: 2.2707, grad_norm: 3.0839 2021-07-12 18:46:38,600 - mmaction - INFO - Epoch [156][740/1879] lr: 3.373e-02, eta: 1 day, 21:52:25, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7047, loss_cls: 2.3056, loss: 2.3056, grad_norm: 3.0700 2021-07-12 18:46:55,542 - mmaction - INFO - Epoch [156][760/1879] lr: 3.373e-02, eta: 1 day, 21:52:04, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7203, loss_cls: 2.2444, loss: 2.2444, grad_norm: 3.1721 2021-07-12 18:47:12,561 - mmaction - INFO - Epoch [156][780/1879] lr: 3.373e-02, eta: 1 day, 21:51:44, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.4852, top5_acc: 0.7230, loss_cls: 2.2772, loss: 2.2772, grad_norm: 3.0894 2021-07-12 18:47:29,140 - mmaction - INFO - Epoch [156][800/1879] lr: 3.373e-02, eta: 1 day, 21:51:22, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7156, loss_cls: 2.3048, loss: 2.3048, grad_norm: 3.1190 2021-07-12 18:47:46,221 - mmaction - INFO - Epoch [156][820/1879] lr: 3.373e-02, eta: 1 day, 21:51:03, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7156, loss_cls: 2.2778, loss: 2.2778, grad_norm: 3.1131 2021-07-12 18:48:03,132 - mmaction - INFO - Epoch [156][840/1879] lr: 3.373e-02, eta: 1 day, 21:50:42, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7258, loss_cls: 2.2478, loss: 2.2478, grad_norm: 3.1424 2021-07-12 18:48:19,901 - mmaction - INFO - Epoch [156][860/1879] lr: 3.373e-02, eta: 1 day, 21:50:21, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7109, loss_cls: 2.3127, loss: 2.3127, grad_norm: 3.1676 2021-07-12 18:48:37,001 - mmaction - INFO - Epoch [156][880/1879] lr: 3.373e-02, eta: 1 day, 21:50:02, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.4625, top5_acc: 0.7125, loss_cls: 2.3513, loss: 2.3513, grad_norm: 3.0959 2021-07-12 18:48:53,658 - mmaction - INFO - Epoch [156][900/1879] lr: 3.373e-02, eta: 1 day, 21:49:40, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4750, top5_acc: 0.7059, loss_cls: 2.3339, loss: 2.3339, grad_norm: 3.0888 2021-07-12 18:49:10,640 - mmaction - INFO - Epoch [156][920/1879] lr: 3.373e-02, eta: 1 day, 21:49:20, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7086, loss_cls: 2.3375, loss: 2.3375, grad_norm: 3.1444 2021-07-12 18:49:27,788 - mmaction - INFO - Epoch [156][940/1879] lr: 3.373e-02, eta: 1 day, 21:49:01, time: 0.856, data_time: 0.001, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7211, loss_cls: 2.2890, loss: 2.2890, grad_norm: 3.0840 2021-07-12 18:49:44,433 - mmaction - INFO - Epoch [156][960/1879] lr: 3.373e-02, eta: 1 day, 21:48:40, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.4852, top5_acc: 0.7242, loss_cls: 2.2865, loss: 2.2865, grad_norm: 3.1182 2021-07-12 18:50:01,276 - mmaction - INFO - Epoch [156][980/1879] lr: 3.373e-02, eta: 1 day, 21:48:19, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4980, top5_acc: 0.7199, loss_cls: 2.2618, loss: 2.2618, grad_norm: 3.0989 2021-07-12 18:50:18,068 - mmaction - INFO - Epoch [156][1000/1879] lr: 3.373e-02, eta: 1 day, 21:47:58, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7125, loss_cls: 2.3200, loss: 2.3200, grad_norm: 3.1509 2021-07-12 18:50:34,752 - mmaction - INFO - Epoch [156][1020/1879] lr: 3.373e-02, eta: 1 day, 21:47:36, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7172, loss_cls: 2.3017, loss: 2.3017, grad_norm: 3.1590 2021-07-12 18:50:51,595 - mmaction - INFO - Epoch [156][1040/1879] lr: 3.373e-02, eta: 1 day, 21:47:16, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7285, loss_cls: 2.2399, loss: 2.2399, grad_norm: 3.0863 2021-07-12 18:51:07,992 - mmaction - INFO - Epoch [156][1060/1879] lr: 3.373e-02, eta: 1 day, 21:46:53, time: 0.821, data_time: 0.001, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7172, loss_cls: 2.3310, loss: 2.3310, grad_norm: 3.1251 2021-07-12 18:51:24,965 - mmaction - INFO - Epoch [156][1080/1879] lr: 3.373e-02, eta: 1 day, 21:46:33, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7098, loss_cls: 2.2956, loss: 2.2956, grad_norm: 3.1190 2021-07-12 18:51:41,831 - mmaction - INFO - Epoch [156][1100/1879] lr: 3.373e-02, eta: 1 day, 21:46:12, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.4750, top5_acc: 0.7055, loss_cls: 2.3384, loss: 2.3384, grad_norm: 3.1052 2021-07-12 18:51:58,677 - mmaction - INFO - Epoch [156][1120/1879] lr: 3.373e-02, eta: 1 day, 21:45:51, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7156, loss_cls: 2.2579, loss: 2.2579, grad_norm: 3.0646 2021-07-12 18:52:15,647 - mmaction - INFO - Epoch [156][1140/1879] lr: 3.373e-02, eta: 1 day, 21:45:31, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7305, loss_cls: 2.1958, loss: 2.1958, grad_norm: 3.1350 2021-07-12 18:52:32,356 - mmaction - INFO - Epoch [156][1160/1879] lr: 3.373e-02, eta: 1 day, 21:45:10, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7262, loss_cls: 2.2576, loss: 2.2576, grad_norm: 3.1335 2021-07-12 18:52:49,201 - mmaction - INFO - Epoch [156][1180/1879] lr: 3.373e-02, eta: 1 day, 21:44:49, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7223, loss_cls: 2.2867, loss: 2.2867, grad_norm: 3.1144 2021-07-12 18:53:05,720 - mmaction - INFO - Epoch [156][1200/1879] lr: 3.373e-02, eta: 1 day, 21:44:27, time: 0.828, data_time: 0.005, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7125, loss_cls: 2.3559, loss: 2.3559, grad_norm: 3.1311 2021-07-12 18:53:22,406 - mmaction - INFO - Epoch [156][1220/1879] lr: 3.373e-02, eta: 1 day, 21:44:06, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7293, loss_cls: 2.2682, loss: 2.2682, grad_norm: 3.0649 2021-07-12 18:53:39,184 - mmaction - INFO - Epoch [156][1240/1879] lr: 3.373e-02, eta: 1 day, 21:43:45, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7168, loss_cls: 2.2568, loss: 2.2568, grad_norm: 3.0448 2021-07-12 18:53:56,149 - mmaction - INFO - Epoch [156][1260/1879] lr: 3.373e-02, eta: 1 day, 21:43:25, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7434, loss_cls: 2.1800, loss: 2.1800, grad_norm: 3.1250 2021-07-12 18:54:12,933 - mmaction - INFO - Epoch [156][1280/1879] lr: 3.373e-02, eta: 1 day, 21:43:04, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4660, top5_acc: 0.6941, loss_cls: 2.3422, loss: 2.3422, grad_norm: 3.1362 2021-07-12 18:54:29,803 - mmaction - INFO - Epoch [156][1300/1879] lr: 3.373e-02, eta: 1 day, 21:42:43, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7172, loss_cls: 2.3212, loss: 2.3212, grad_norm: 3.1900 2021-07-12 18:54:46,670 - mmaction - INFO - Epoch [156][1320/1879] lr: 3.373e-02, eta: 1 day, 21:42:23, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7094, loss_cls: 2.3520, loss: 2.3520, grad_norm: 3.1346 2021-07-12 18:55:03,461 - mmaction - INFO - Epoch [156][1340/1879] lr: 3.373e-02, eta: 1 day, 21:42:02, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7129, loss_cls: 2.3275, loss: 2.3275, grad_norm: 3.1778 2021-07-12 18:55:20,292 - mmaction - INFO - Epoch [156][1360/1879] lr: 3.373e-02, eta: 1 day, 21:41:42, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7133, loss_cls: 2.3357, loss: 2.3357, grad_norm: 3.1238 2021-07-12 18:55:37,236 - mmaction - INFO - Epoch [156][1380/1879] lr: 3.373e-02, eta: 1 day, 21:41:21, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7230, loss_cls: 2.2860, loss: 2.2860, grad_norm: 3.0254 2021-07-12 18:55:54,046 - mmaction - INFO - Epoch [156][1400/1879] lr: 3.373e-02, eta: 1 day, 21:41:01, time: 0.845, data_time: 0.008, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7148, loss_cls: 2.3054, loss: 2.3054, grad_norm: 3.1203 2021-07-12 18:56:10,949 - mmaction - INFO - Epoch [156][1420/1879] lr: 3.373e-02, eta: 1 day, 21:40:40, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.4641, top5_acc: 0.7141, loss_cls: 2.3530, loss: 2.3530, grad_norm: 3.0890 2021-07-12 18:56:27,884 - mmaction - INFO - Epoch [156][1440/1879] lr: 3.373e-02, eta: 1 day, 21:40:20, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7129, loss_cls: 2.2590, loss: 2.2590, grad_norm: 2.9861 2021-07-12 18:56:44,444 - mmaction - INFO - Epoch [156][1460/1879] lr: 3.373e-02, eta: 1 day, 21:39:58, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7184, loss_cls: 2.2510, loss: 2.2510, grad_norm: 3.0495 2021-07-12 18:57:01,601 - mmaction - INFO - Epoch [156][1480/1879] lr: 3.373e-02, eta: 1 day, 21:39:39, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7125, loss_cls: 2.2902, loss: 2.2902, grad_norm: 3.0675 2021-07-12 18:57:18,485 - mmaction - INFO - Epoch [156][1500/1879] lr: 3.373e-02, eta: 1 day, 21:39:18, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7098, loss_cls: 2.2564, loss: 2.2564, grad_norm: 3.0297 2021-07-12 18:57:35,508 - mmaction - INFO - Epoch [156][1520/1879] lr: 3.373e-02, eta: 1 day, 21:38:59, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7180, loss_cls: 2.3050, loss: 2.3050, grad_norm: 3.0365 2021-07-12 18:57:52,356 - mmaction - INFO - Epoch [156][1540/1879] lr: 3.373e-02, eta: 1 day, 21:38:39, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7293, loss_cls: 2.2179, loss: 2.2179, grad_norm: 3.0385 2021-07-12 18:58:09,264 - mmaction - INFO - Epoch [156][1560/1879] lr: 3.373e-02, eta: 1 day, 21:38:18, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7129, loss_cls: 2.2617, loss: 2.2617, grad_norm: 3.1312 2021-07-12 18:58:26,072 - mmaction - INFO - Epoch [156][1580/1879] lr: 3.373e-02, eta: 1 day, 21:37:58, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7250, loss_cls: 2.2341, loss: 2.2341, grad_norm: 3.0156 2021-07-12 18:58:42,670 - mmaction - INFO - Epoch [156][1600/1879] lr: 3.373e-02, eta: 1 day, 21:37:36, time: 0.827, data_time: 0.001, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7309, loss_cls: 2.2550, loss: 2.2550, grad_norm: 3.1203 2021-07-12 18:58:59,977 - mmaction - INFO - Epoch [156][1620/1879] lr: 3.373e-02, eta: 1 day, 21:37:18, time: 0.868, data_time: 0.005, memory: 6454, top1_acc: 0.4785, top5_acc: 0.6992, loss_cls: 2.3363, loss: 2.3363, grad_norm: 3.0482 2021-07-12 18:59:16,906 - mmaction - INFO - Epoch [156][1640/1879] lr: 3.373e-02, eta: 1 day, 21:36:57, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7164, loss_cls: 2.3290, loss: 2.3290, grad_norm: 3.1430 2021-07-12 18:59:33,824 - mmaction - INFO - Epoch [156][1660/1879] lr: 3.373e-02, eta: 1 day, 21:36:37, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7066, loss_cls: 2.3325, loss: 2.3325, grad_norm: 3.1369 2021-07-12 18:59:50,365 - mmaction - INFO - Epoch [156][1680/1879] lr: 3.373e-02, eta: 1 day, 21:36:15, time: 0.830, data_time: 0.006, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7270, loss_cls: 2.2531, loss: 2.2531, grad_norm: 3.0769 2021-07-12 19:00:07,069 - mmaction - INFO - Epoch [156][1700/1879] lr: 3.373e-02, eta: 1 day, 21:35:54, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7164, loss_cls: 2.2748, loss: 2.2748, grad_norm: 3.1117 2021-07-12 19:00:24,118 - mmaction - INFO - Epoch [156][1720/1879] lr: 3.373e-02, eta: 1 day, 21:35:34, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7277, loss_cls: 2.2622, loss: 2.2622, grad_norm: 3.0862 2021-07-12 19:00:41,008 - mmaction - INFO - Epoch [156][1740/1879] lr: 3.373e-02, eta: 1 day, 21:35:14, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5023, top5_acc: 0.7262, loss_cls: 2.2226, loss: 2.2226, grad_norm: 3.1146 2021-07-12 19:00:58,007 - mmaction - INFO - Epoch [156][1760/1879] lr: 3.373e-02, eta: 1 day, 21:34:54, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7172, loss_cls: 2.2994, loss: 2.2994, grad_norm: 3.0920 2021-07-12 19:01:14,832 - mmaction - INFO - Epoch [156][1780/1879] lr: 3.373e-02, eta: 1 day, 21:34:34, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7285, loss_cls: 2.2563, loss: 2.2563, grad_norm: 3.0008 2021-07-12 19:01:31,670 - mmaction - INFO - Epoch [156][1800/1879] lr: 3.373e-02, eta: 1 day, 21:34:13, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7000, loss_cls: 2.3301, loss: 2.3301, grad_norm: 3.1293 2021-07-12 19:01:48,665 - mmaction - INFO - Epoch [156][1820/1879] lr: 3.373e-02, eta: 1 day, 21:33:53, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7234, loss_cls: 2.2820, loss: 2.2820, grad_norm: 3.1183 2021-07-12 19:02:05,604 - mmaction - INFO - Epoch [156][1840/1879] lr: 3.373e-02, eta: 1 day, 21:33:34, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7258, loss_cls: 2.2824, loss: 2.2824, grad_norm: 3.1048 2021-07-12 19:02:22,519 - mmaction - INFO - Epoch [156][1860/1879] lr: 3.373e-02, eta: 1 day, 21:33:13, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7137, loss_cls: 2.3146, loss: 2.3146, grad_norm: 3.1100 2021-07-12 19:02:42,145 - mmaction - INFO - Saving checkpoint at 156 epochs 2021-07-12 19:04:06,235 - mmaction - INFO - Epoch [157][20/1879] lr: 3.316e-02, eta: 1 day, 21:36:44, time: 4.152, data_time: 3.254, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7211, loss_cls: 2.2688, loss: 2.2688, grad_norm: 3.0969 2021-07-12 19:04:22,680 - mmaction - INFO - Epoch [157][40/1879] lr: 3.316e-02, eta: 1 day, 21:36:22, time: 0.824, data_time: 0.005, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7273, loss_cls: 2.1867, loss: 2.1867, grad_norm: 3.0049 2021-07-12 19:04:39,593 - mmaction - INFO - Epoch [157][60/1879] lr: 3.316e-02, eta: 1 day, 21:36:01, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7188, loss_cls: 2.2759, loss: 2.2759, grad_norm: 3.0334 2021-07-12 19:04:56,183 - mmaction - INFO - Epoch [157][80/1879] lr: 3.316e-02, eta: 1 day, 21:35:39, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7219, loss_cls: 2.2389, loss: 2.2389, grad_norm: 3.0269 2021-07-12 19:05:12,872 - mmaction - INFO - Epoch [157][100/1879] lr: 3.316e-02, eta: 1 day, 21:35:18, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7199, loss_cls: 2.2211, loss: 2.2211, grad_norm: 3.0458 2021-07-12 19:05:29,982 - mmaction - INFO - Epoch [157][120/1879] lr: 3.316e-02, eta: 1 day, 21:34:59, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7125, loss_cls: 2.2801, loss: 2.2801, grad_norm: 3.0405 2021-07-12 19:05:47,321 - mmaction - INFO - Epoch [157][140/1879] lr: 3.316e-02, eta: 1 day, 21:34:40, time: 0.867, data_time: 0.004, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7305, loss_cls: 2.2274, loss: 2.2274, grad_norm: 3.0946 2021-07-12 19:06:04,718 - mmaction - INFO - Epoch [157][160/1879] lr: 3.316e-02, eta: 1 day, 21:34:22, time: 0.869, data_time: 0.001, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7258, loss_cls: 2.2109, loss: 2.2109, grad_norm: 3.1187 2021-07-12 19:06:22,051 - mmaction - INFO - Epoch [157][180/1879] lr: 3.316e-02, eta: 1 day, 21:34:04, time: 0.865, data_time: 0.001, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7301, loss_cls: 2.2382, loss: 2.2382, grad_norm: 3.0934 2021-07-12 19:06:38,513 - mmaction - INFO - Epoch [157][200/1879] lr: 3.316e-02, eta: 1 day, 21:33:42, time: 0.823, data_time: 0.003, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7270, loss_cls: 2.2368, loss: 2.2368, grad_norm: 3.0985 2021-07-12 19:06:55,610 - mmaction - INFO - Epoch [157][220/1879] lr: 3.316e-02, eta: 1 day, 21:33:22, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7277, loss_cls: 2.1918, loss: 2.1918, grad_norm: 3.1168 2021-07-12 19:07:12,245 - mmaction - INFO - Epoch [157][240/1879] lr: 3.316e-02, eta: 1 day, 21:33:01, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7320, loss_cls: 2.1965, loss: 2.1965, grad_norm: 3.0552 2021-07-12 19:07:29,202 - mmaction - INFO - Epoch [157][260/1879] lr: 3.316e-02, eta: 1 day, 21:32:41, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7176, loss_cls: 2.2805, loss: 2.2805, grad_norm: 3.0699 2021-07-12 19:07:46,266 - mmaction - INFO - Epoch [157][280/1879] lr: 3.316e-02, eta: 1 day, 21:32:21, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7152, loss_cls: 2.3216, loss: 2.3216, grad_norm: 3.1573 2021-07-12 19:08:03,042 - mmaction - INFO - Epoch [157][300/1879] lr: 3.316e-02, eta: 1 day, 21:32:00, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7266, loss_cls: 2.2042, loss: 2.2042, grad_norm: 3.0507 2021-07-12 19:08:19,804 - mmaction - INFO - Epoch [157][320/1879] lr: 3.316e-02, eta: 1 day, 21:31:39, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7246, loss_cls: 2.2816, loss: 2.2816, grad_norm: 3.1544 2021-07-12 19:08:36,722 - mmaction - INFO - Epoch [157][340/1879] lr: 3.316e-02, eta: 1 day, 21:31:19, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4637, top5_acc: 0.7074, loss_cls: 2.3157, loss: 2.3157, grad_norm: 3.1469 2021-07-12 19:08:53,351 - mmaction - INFO - Epoch [157][360/1879] lr: 3.316e-02, eta: 1 day, 21:30:57, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.2436, loss: 2.2436, grad_norm: 3.0746 2021-07-12 19:09:09,955 - mmaction - INFO - Epoch [157][380/1879] lr: 3.316e-02, eta: 1 day, 21:30:36, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7234, loss_cls: 2.2782, loss: 2.2782, grad_norm: 3.1098 2021-07-12 19:09:26,657 - mmaction - INFO - Epoch [157][400/1879] lr: 3.316e-02, eta: 1 day, 21:30:14, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7238, loss_cls: 2.2662, loss: 2.2662, grad_norm: 3.1280 2021-07-12 19:09:43,591 - mmaction - INFO - Epoch [157][420/1879] lr: 3.316e-02, eta: 1 day, 21:29:54, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7141, loss_cls: 2.2665, loss: 2.2665, grad_norm: 3.0718 2021-07-12 19:10:00,539 - mmaction - INFO - Epoch [157][440/1879] lr: 3.316e-02, eta: 1 day, 21:29:34, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7102, loss_cls: 2.3482, loss: 2.3482, grad_norm: 3.1701 2021-07-12 19:10:17,505 - mmaction - INFO - Epoch [157][460/1879] lr: 3.316e-02, eta: 1 day, 21:29:14, time: 0.850, data_time: 0.007, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7090, loss_cls: 2.3222, loss: 2.3222, grad_norm: 3.0929 2021-07-12 19:10:34,548 - mmaction - INFO - Epoch [157][480/1879] lr: 3.316e-02, eta: 1 day, 21:28:54, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7234, loss_cls: 2.2699, loss: 2.2699, grad_norm: 3.1043 2021-07-12 19:10:51,366 - mmaction - INFO - Epoch [157][500/1879] lr: 3.316e-02, eta: 1 day, 21:28:34, time: 0.839, data_time: 0.007, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7199, loss_cls: 2.2668, loss: 2.2668, grad_norm: 3.0301 2021-07-12 19:11:08,341 - mmaction - INFO - Epoch [157][520/1879] lr: 3.316e-02, eta: 1 day, 21:28:14, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7238, loss_cls: 2.2564, loss: 2.2564, grad_norm: 3.0937 2021-07-12 19:11:25,296 - mmaction - INFO - Epoch [157][540/1879] lr: 3.316e-02, eta: 1 day, 21:27:54, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7098, loss_cls: 2.3173, loss: 2.3173, grad_norm: 3.0907 2021-07-12 19:11:42,209 - mmaction - INFO - Epoch [157][560/1879] lr: 3.316e-02, eta: 1 day, 21:27:34, time: 0.848, data_time: 0.007, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7234, loss_cls: 2.2723, loss: 2.2723, grad_norm: 3.0819 2021-07-12 19:11:59,141 - mmaction - INFO - Epoch [157][580/1879] lr: 3.316e-02, eta: 1 day, 21:27:14, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7148, loss_cls: 2.2845, loss: 2.2845, grad_norm: 3.0911 2021-07-12 19:12:15,894 - mmaction - INFO - Epoch [157][600/1879] lr: 3.316e-02, eta: 1 day, 21:26:53, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.4676, top5_acc: 0.7188, loss_cls: 2.2933, loss: 2.2933, grad_norm: 3.1391 2021-07-12 19:12:32,766 - mmaction - INFO - Epoch [157][620/1879] lr: 3.316e-02, eta: 1 day, 21:26:32, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7078, loss_cls: 2.3481, loss: 2.3481, grad_norm: 3.0972 2021-07-12 19:12:49,546 - mmaction - INFO - Epoch [157][640/1879] lr: 3.316e-02, eta: 1 day, 21:26:11, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7074, loss_cls: 2.3036, loss: 2.3036, grad_norm: 3.1503 2021-07-12 19:13:06,420 - mmaction - INFO - Epoch [157][660/1879] lr: 3.316e-02, eta: 1 day, 21:25:51, time: 0.845, data_time: 0.007, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7203, loss_cls: 2.2997, loss: 2.2997, grad_norm: 3.1335 2021-07-12 19:13:22,888 - mmaction - INFO - Epoch [157][680/1879] lr: 3.316e-02, eta: 1 day, 21:25:29, time: 0.824, data_time: 0.001, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7148, loss_cls: 2.3187, loss: 2.3187, grad_norm: 3.1513 2021-07-12 19:13:39,560 - mmaction - INFO - Epoch [157][700/1879] lr: 3.316e-02, eta: 1 day, 21:25:07, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7102, loss_cls: 2.3100, loss: 2.3100, grad_norm: 3.1662 2021-07-12 19:13:56,335 - mmaction - INFO - Epoch [157][720/1879] lr: 3.316e-02, eta: 1 day, 21:24:46, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7262, loss_cls: 2.2624, loss: 2.2624, grad_norm: 3.1283 2021-07-12 19:14:13,432 - mmaction - INFO - Epoch [157][740/1879] lr: 3.316e-02, eta: 1 day, 21:24:27, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7316, loss_cls: 2.2285, loss: 2.2285, grad_norm: 3.0705 2021-07-12 19:14:30,280 - mmaction - INFO - Epoch [157][760/1879] lr: 3.316e-02, eta: 1 day, 21:24:06, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7191, loss_cls: 2.2945, loss: 2.2945, grad_norm: 3.0916 2021-07-12 19:14:47,222 - mmaction - INFO - Epoch [157][780/1879] lr: 3.316e-02, eta: 1 day, 21:23:46, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7223, loss_cls: 2.2174, loss: 2.2174, grad_norm: 3.0517 2021-07-12 19:15:04,068 - mmaction - INFO - Epoch [157][800/1879] lr: 3.316e-02, eta: 1 day, 21:23:26, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7234, loss_cls: 2.2762, loss: 2.2762, grad_norm: 3.1592 2021-07-12 19:15:20,873 - mmaction - INFO - Epoch [157][820/1879] lr: 3.316e-02, eta: 1 day, 21:23:05, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7145, loss_cls: 2.2553, loss: 2.2553, grad_norm: 3.1276 2021-07-12 19:15:37,450 - mmaction - INFO - Epoch [157][840/1879] lr: 3.316e-02, eta: 1 day, 21:22:43, time: 0.828, data_time: 0.001, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7207, loss_cls: 2.2690, loss: 2.2690, grad_norm: 3.1486 2021-07-12 19:15:54,500 - mmaction - INFO - Epoch [157][860/1879] lr: 3.316e-02, eta: 1 day, 21:22:24, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.1956, loss: 2.1956, grad_norm: 3.0972 2021-07-12 19:16:11,448 - mmaction - INFO - Epoch [157][880/1879] lr: 3.316e-02, eta: 1 day, 21:22:04, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7020, loss_cls: 2.3630, loss: 2.3630, grad_norm: 3.1862 2021-07-12 19:16:28,431 - mmaction - INFO - Epoch [157][900/1879] lr: 3.316e-02, eta: 1 day, 21:21:44, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7262, loss_cls: 2.2237, loss: 2.2237, grad_norm: 3.1426 2021-07-12 19:16:45,379 - mmaction - INFO - Epoch [157][920/1879] lr: 3.316e-02, eta: 1 day, 21:21:24, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7078, loss_cls: 2.2934, loss: 2.2934, grad_norm: 3.1258 2021-07-12 19:17:02,199 - mmaction - INFO - Epoch [157][940/1879] lr: 3.316e-02, eta: 1 day, 21:21:03, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.4930, top5_acc: 0.7199, loss_cls: 2.2378, loss: 2.2378, grad_norm: 3.0870 2021-07-12 19:17:18,764 - mmaction - INFO - Epoch [157][960/1879] lr: 3.316e-02, eta: 1 day, 21:20:42, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7160, loss_cls: 2.2974, loss: 2.2974, grad_norm: 3.1235 2021-07-12 19:17:35,681 - mmaction - INFO - Epoch [157][980/1879] lr: 3.316e-02, eta: 1 day, 21:20:21, time: 0.845, data_time: 0.007, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7094, loss_cls: 2.3049, loss: 2.3049, grad_norm: 3.1092 2021-07-12 19:17:52,853 - mmaction - INFO - Epoch [157][1000/1879] lr: 3.316e-02, eta: 1 day, 21:20:03, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7184, loss_cls: 2.2738, loss: 2.2738, grad_norm: 3.1001 2021-07-12 19:18:09,418 - mmaction - INFO - Epoch [157][1020/1879] lr: 3.316e-02, eta: 1 day, 21:19:41, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7258, loss_cls: 2.2778, loss: 2.2778, grad_norm: 3.2353 2021-07-12 19:18:26,414 - mmaction - INFO - Epoch [157][1040/1879] lr: 3.316e-02, eta: 1 day, 21:19:21, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7055, loss_cls: 2.3496, loss: 2.3496, grad_norm: 3.1037 2021-07-12 19:18:42,950 - mmaction - INFO - Epoch [157][1060/1879] lr: 3.316e-02, eta: 1 day, 21:18:59, time: 0.829, data_time: 0.006, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7195, loss_cls: 2.2436, loss: 2.2436, grad_norm: 3.1167 2021-07-12 19:18:59,734 - mmaction - INFO - Epoch [157][1080/1879] lr: 3.316e-02, eta: 1 day, 21:18:39, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7070, loss_cls: 2.3361, loss: 2.3361, grad_norm: 3.0464 2021-07-12 19:19:16,808 - mmaction - INFO - Epoch [157][1100/1879] lr: 3.316e-02, eta: 1 day, 21:18:19, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2675, loss: 2.2675, grad_norm: 3.1287 2021-07-12 19:19:33,629 - mmaction - INFO - Epoch [157][1120/1879] lr: 3.316e-02, eta: 1 day, 21:17:59, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7383, loss_cls: 2.2178, loss: 2.2178, grad_norm: 3.0824 2021-07-12 19:19:50,234 - mmaction - INFO - Epoch [157][1140/1879] lr: 3.316e-02, eta: 1 day, 21:17:37, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7234, loss_cls: 2.2757, loss: 2.2757, grad_norm: 3.1160 2021-07-12 19:20:07,122 - mmaction - INFO - Epoch [157][1160/1879] lr: 3.316e-02, eta: 1 day, 21:17:17, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7133, loss_cls: 2.2636, loss: 2.2636, grad_norm: 3.0662 2021-07-12 19:20:23,893 - mmaction - INFO - Epoch [157][1180/1879] lr: 3.316e-02, eta: 1 day, 21:16:56, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7277, loss_cls: 2.2418, loss: 2.2418, grad_norm: 3.1197 2021-07-12 19:20:40,563 - mmaction - INFO - Epoch [157][1200/1879] lr: 3.316e-02, eta: 1 day, 21:16:35, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7305, loss_cls: 2.2507, loss: 2.2507, grad_norm: 3.1267 2021-07-12 19:20:57,626 - mmaction - INFO - Epoch [157][1220/1879] lr: 3.316e-02, eta: 1 day, 21:16:15, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7137, loss_cls: 2.2823, loss: 2.2823, grad_norm: 3.1282 2021-07-12 19:21:14,291 - mmaction - INFO - Epoch [157][1240/1879] lr: 3.316e-02, eta: 1 day, 21:15:54, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4750, top5_acc: 0.7188, loss_cls: 2.2742, loss: 2.2742, grad_norm: 3.1833 2021-07-12 19:21:30,827 - mmaction - INFO - Epoch [157][1260/1879] lr: 3.316e-02, eta: 1 day, 21:15:32, time: 0.827, data_time: 0.005, memory: 6454, top1_acc: 0.4562, top5_acc: 0.7148, loss_cls: 2.3305, loss: 2.3305, grad_norm: 3.2071 2021-07-12 19:21:47,733 - mmaction - INFO - Epoch [157][1280/1879] lr: 3.316e-02, eta: 1 day, 21:15:12, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7270, loss_cls: 2.2578, loss: 2.2578, grad_norm: 3.1207 2021-07-12 19:22:04,749 - mmaction - INFO - Epoch [157][1300/1879] lr: 3.316e-02, eta: 1 day, 21:14:52, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7395, loss_cls: 2.1823, loss: 2.1823, grad_norm: 3.0880 2021-07-12 19:22:21,590 - mmaction - INFO - Epoch [157][1320/1879] lr: 3.316e-02, eta: 1 day, 21:14:32, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7320, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.0507 2021-07-12 19:22:38,516 - mmaction - INFO - Epoch [157][1340/1879] lr: 3.316e-02, eta: 1 day, 21:14:12, time: 0.847, data_time: 0.007, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7168, loss_cls: 2.2778, loss: 2.2778, grad_norm: 3.0772 2021-07-12 19:22:55,015 - mmaction - INFO - Epoch [157][1360/1879] lr: 3.316e-02, eta: 1 day, 21:13:50, time: 0.826, data_time: 0.005, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7227, loss_cls: 2.2667, loss: 2.2667, grad_norm: 3.1115 2021-07-12 19:23:11,823 - mmaction - INFO - Epoch [157][1380/1879] lr: 3.316e-02, eta: 1 day, 21:13:29, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7219, loss_cls: 2.2663, loss: 2.2663, grad_norm: 3.1368 2021-07-12 19:23:28,648 - mmaction - INFO - Epoch [157][1400/1879] lr: 3.316e-02, eta: 1 day, 21:13:09, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7148, loss_cls: 2.3175, loss: 2.3175, grad_norm: 3.1433 2021-07-12 19:23:45,320 - mmaction - INFO - Epoch [157][1420/1879] lr: 3.316e-02, eta: 1 day, 21:12:48, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7211, loss_cls: 2.2577, loss: 2.2577, grad_norm: 3.1236 2021-07-12 19:24:02,286 - mmaction - INFO - Epoch [157][1440/1879] lr: 3.316e-02, eta: 1 day, 21:12:28, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7297, loss_cls: 2.2209, loss: 2.2209, grad_norm: 3.1469 2021-07-12 19:24:19,312 - mmaction - INFO - Epoch [157][1460/1879] lr: 3.316e-02, eta: 1 day, 21:12:08, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7285, loss_cls: 2.2392, loss: 2.2392, grad_norm: 3.1718 2021-07-12 19:24:36,329 - mmaction - INFO - Epoch [157][1480/1879] lr: 3.316e-02, eta: 1 day, 21:11:49, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7246, loss_cls: 2.2654, loss: 2.2654, grad_norm: 3.1122 2021-07-12 19:24:53,247 - mmaction - INFO - Epoch [157][1500/1879] lr: 3.316e-02, eta: 1 day, 21:11:29, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7074, loss_cls: 2.3076, loss: 2.3076, grad_norm: 3.1535 2021-07-12 19:25:09,912 - mmaction - INFO - Epoch [157][1520/1879] lr: 3.316e-02, eta: 1 day, 21:11:08, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7305, loss_cls: 2.1789, loss: 2.1789, grad_norm: 3.0065 2021-07-12 19:25:26,769 - mmaction - INFO - Epoch [157][1540/1879] lr: 3.316e-02, eta: 1 day, 21:10:47, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7133, loss_cls: 2.3317, loss: 2.3317, grad_norm: 3.1455 2021-07-12 19:25:43,546 - mmaction - INFO - Epoch [157][1560/1879] lr: 3.316e-02, eta: 1 day, 21:10:27, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7129, loss_cls: 2.3075, loss: 2.3075, grad_norm: 3.1212 2021-07-12 19:26:00,661 - mmaction - INFO - Epoch [157][1580/1879] lr: 3.316e-02, eta: 1 day, 21:10:07, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7246, loss_cls: 2.2644, loss: 2.2644, grad_norm: 3.1482 2021-07-12 19:26:17,589 - mmaction - INFO - Epoch [157][1600/1879] lr: 3.316e-02, eta: 1 day, 21:09:47, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7172, loss_cls: 2.3108, loss: 2.3108, grad_norm: 3.1258 2021-07-12 19:26:34,327 - mmaction - INFO - Epoch [157][1620/1879] lr: 3.316e-02, eta: 1 day, 21:09:27, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7180, loss_cls: 2.2860, loss: 2.2860, grad_norm: 3.1238 2021-07-12 19:26:51,058 - mmaction - INFO - Epoch [157][1640/1879] lr: 3.316e-02, eta: 1 day, 21:09:06, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7227, loss_cls: 2.2674, loss: 2.2674, grad_norm: 3.0287 2021-07-12 19:27:08,066 - mmaction - INFO - Epoch [157][1660/1879] lr: 3.316e-02, eta: 1 day, 21:08:46, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7219, loss_cls: 2.2573, loss: 2.2573, grad_norm: 3.1402 2021-07-12 19:27:25,054 - mmaction - INFO - Epoch [157][1680/1879] lr: 3.316e-02, eta: 1 day, 21:08:27, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7176, loss_cls: 2.2945, loss: 2.2945, grad_norm: 3.1332 2021-07-12 19:27:42,094 - mmaction - INFO - Epoch [157][1700/1879] lr: 3.316e-02, eta: 1 day, 21:08:07, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7199, loss_cls: 2.2618, loss: 2.2618, grad_norm: 3.1675 2021-07-12 19:27:59,020 - mmaction - INFO - Epoch [157][1720/1879] lr: 3.316e-02, eta: 1 day, 21:07:47, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7086, loss_cls: 2.3354, loss: 2.3354, grad_norm: 3.1644 2021-07-12 19:28:15,663 - mmaction - INFO - Epoch [157][1740/1879] lr: 3.316e-02, eta: 1 day, 21:07:26, time: 0.832, data_time: 0.002, memory: 6454, top1_acc: 0.4727, top5_acc: 0.7250, loss_cls: 2.2846, loss: 2.2846, grad_norm: 3.1678 2021-07-12 19:28:32,442 - mmaction - INFO - Epoch [157][1760/1879] lr: 3.316e-02, eta: 1 day, 21:07:05, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7164, loss_cls: 2.2652, loss: 2.2652, grad_norm: 3.0766 2021-07-12 19:28:49,381 - mmaction - INFO - Epoch [157][1780/1879] lr: 3.316e-02, eta: 1 day, 21:06:45, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7105, loss_cls: 2.3132, loss: 2.3132, grad_norm: 3.1029 2021-07-12 19:29:06,188 - mmaction - INFO - Epoch [157][1800/1879] lr: 3.316e-02, eta: 1 day, 21:06:25, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7230, loss_cls: 2.2536, loss: 2.2536, grad_norm: 3.0973 2021-07-12 19:29:23,322 - mmaction - INFO - Epoch [157][1820/1879] lr: 3.316e-02, eta: 1 day, 21:06:06, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7184, loss_cls: 2.2720, loss: 2.2720, grad_norm: 3.0987 2021-07-12 19:29:40,262 - mmaction - INFO - Epoch [157][1840/1879] lr: 3.316e-02, eta: 1 day, 21:05:46, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4961, top5_acc: 0.7238, loss_cls: 2.2529, loss: 2.2529, grad_norm: 3.0640 2021-07-12 19:29:56,803 - mmaction - INFO - Epoch [157][1860/1879] lr: 3.316e-02, eta: 1 day, 21:05:24, time: 0.826, data_time: 0.004, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7027, loss_cls: 2.3000, loss: 2.3000, grad_norm: 3.1238 2021-07-12 19:31:33,835 - mmaction - INFO - Epoch [158][20/1879] lr: 3.258e-02, eta: 1 day, 21:07:57, time: 3.687, data_time: 2.725, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7336, loss_cls: 2.2192, loss: 2.2192, grad_norm: 3.0714 2021-07-12 19:31:50,226 - mmaction - INFO - Epoch [158][40/1879] lr: 3.258e-02, eta: 1 day, 21:07:35, time: 0.821, data_time: 0.007, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7188, loss_cls: 2.2613, loss: 2.2613, grad_norm: 3.0948 2021-07-12 19:32:06,906 - mmaction - INFO - Epoch [158][60/1879] lr: 3.258e-02, eta: 1 day, 21:07:14, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7293, loss_cls: 2.2587, loss: 2.2587, grad_norm: 3.1196 2021-07-12 19:32:23,624 - mmaction - INFO - Epoch [158][80/1879] lr: 3.258e-02, eta: 1 day, 21:06:53, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7289, loss_cls: 2.2507, loss: 2.2507, grad_norm: 3.1493 2021-07-12 19:32:40,259 - mmaction - INFO - Epoch [158][100/1879] lr: 3.258e-02, eta: 1 day, 21:06:31, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7227, loss_cls: 2.2364, loss: 2.2364, grad_norm: 3.1279 2021-07-12 19:32:57,225 - mmaction - INFO - Epoch [158][120/1879] lr: 3.258e-02, eta: 1 day, 21:06:11, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7281, loss_cls: 2.2034, loss: 2.2034, grad_norm: 3.1323 2021-07-12 19:33:14,159 - mmaction - INFO - Epoch [158][140/1879] lr: 3.258e-02, eta: 1 day, 21:05:51, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7227, loss_cls: 2.2601, loss: 2.2601, grad_norm: 3.1133 2021-07-12 19:33:31,205 - mmaction - INFO - Epoch [158][160/1879] lr: 3.258e-02, eta: 1 day, 21:05:32, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7121, loss_cls: 2.2454, loss: 2.2454, grad_norm: 3.0615 2021-07-12 19:33:48,102 - mmaction - INFO - Epoch [158][180/1879] lr: 3.258e-02, eta: 1 day, 21:05:12, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7270, loss_cls: 2.2003, loss: 2.2003, grad_norm: 3.0597 2021-07-12 19:34:05,092 - mmaction - INFO - Epoch [158][200/1879] lr: 3.258e-02, eta: 1 day, 21:04:52, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4980, top5_acc: 0.7238, loss_cls: 2.1942, loss: 2.1942, grad_norm: 3.0814 2021-07-12 19:34:22,073 - mmaction - INFO - Epoch [158][220/1879] lr: 3.258e-02, eta: 1 day, 21:04:32, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7309, loss_cls: 2.1474, loss: 2.1474, grad_norm: 3.0302 2021-07-12 19:34:38,884 - mmaction - INFO - Epoch [158][240/1879] lr: 3.258e-02, eta: 1 day, 21:04:12, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7129, loss_cls: 2.3216, loss: 2.3216, grad_norm: 3.2224 2021-07-12 19:34:55,708 - mmaction - INFO - Epoch [158][260/1879] lr: 3.258e-02, eta: 1 day, 21:03:51, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7137, loss_cls: 2.2851, loss: 2.2851, grad_norm: 3.1463 2021-07-12 19:35:12,546 - mmaction - INFO - Epoch [158][280/1879] lr: 3.258e-02, eta: 1 day, 21:03:31, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7102, loss_cls: 2.3267, loss: 2.3267, grad_norm: 3.1812 2021-07-12 19:35:29,849 - mmaction - INFO - Epoch [158][300/1879] lr: 3.258e-02, eta: 1 day, 21:03:12, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7234, loss_cls: 2.2115, loss: 2.2115, grad_norm: 3.0652 2021-07-12 19:35:46,986 - mmaction - INFO - Epoch [158][320/1879] lr: 3.258e-02, eta: 1 day, 21:02:54, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.4602, top5_acc: 0.7094, loss_cls: 2.2821, loss: 2.2821, grad_norm: 3.2265 2021-07-12 19:36:03,807 - mmaction - INFO - Epoch [158][340/1879] lr: 3.258e-02, eta: 1 day, 21:02:33, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7246, loss_cls: 2.3000, loss: 2.3000, grad_norm: 3.1516 2021-07-12 19:36:20,755 - mmaction - INFO - Epoch [158][360/1879] lr: 3.258e-02, eta: 1 day, 21:02:13, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4750, top5_acc: 0.7172, loss_cls: 2.2502, loss: 2.2502, grad_norm: 3.1070 2021-07-12 19:36:37,679 - mmaction - INFO - Epoch [158][380/1879] lr: 3.258e-02, eta: 1 day, 21:01:53, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.4758, top5_acc: 0.7086, loss_cls: 2.3137, loss: 2.3137, grad_norm: 3.1828 2021-07-12 19:36:54,577 - mmaction - INFO - Epoch [158][400/1879] lr: 3.258e-02, eta: 1 day, 21:01:33, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7266, loss_cls: 2.2388, loss: 2.2388, grad_norm: 3.1552 2021-07-12 19:37:11,335 - mmaction - INFO - Epoch [158][420/1879] lr: 3.258e-02, eta: 1 day, 21:01:13, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7320, loss_cls: 2.1919, loss: 2.1919, grad_norm: 2.9851 2021-07-12 19:37:28,429 - mmaction - INFO - Epoch [158][440/1879] lr: 3.258e-02, eta: 1 day, 21:00:53, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7305, loss_cls: 2.2156, loss: 2.2156, grad_norm: 3.0841 2021-07-12 19:37:45,155 - mmaction - INFO - Epoch [158][460/1879] lr: 3.258e-02, eta: 1 day, 21:00:33, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.4758, top5_acc: 0.7273, loss_cls: 2.2610, loss: 2.2610, grad_norm: 3.1978 2021-07-12 19:38:02,197 - mmaction - INFO - Epoch [158][480/1879] lr: 3.258e-02, eta: 1 day, 21:00:13, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7312, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.1360 2021-07-12 19:38:19,216 - mmaction - INFO - Epoch [158][500/1879] lr: 3.258e-02, eta: 1 day, 20:59:53, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7117, loss_cls: 2.2617, loss: 2.2617, grad_norm: 3.1106 2021-07-12 19:38:36,411 - mmaction - INFO - Epoch [158][520/1879] lr: 3.258e-02, eta: 1 day, 20:59:35, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.4980, top5_acc: 0.7371, loss_cls: 2.2108, loss: 2.2108, grad_norm: 3.0985 2021-07-12 19:38:53,242 - mmaction - INFO - Epoch [158][540/1879] lr: 3.258e-02, eta: 1 day, 20:59:14, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7121, loss_cls: 2.2981, loss: 2.2981, grad_norm: 3.1388 2021-07-12 19:39:10,269 - mmaction - INFO - Epoch [158][560/1879] lr: 3.258e-02, eta: 1 day, 20:58:55, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7281, loss_cls: 2.2436, loss: 2.2436, grad_norm: 3.0932 2021-07-12 19:39:27,148 - mmaction - INFO - Epoch [158][580/1879] lr: 3.258e-02, eta: 1 day, 20:58:35, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.4703, top5_acc: 0.7027, loss_cls: 2.3243, loss: 2.3243, grad_norm: 3.1656 2021-07-12 19:39:43,887 - mmaction - INFO - Epoch [158][600/1879] lr: 3.258e-02, eta: 1 day, 20:58:14, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7230, loss_cls: 2.2130, loss: 2.2130, grad_norm: 3.1195 2021-07-12 19:40:00,616 - mmaction - INFO - Epoch [158][620/1879] lr: 3.258e-02, eta: 1 day, 20:57:53, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7078, loss_cls: 2.2843, loss: 2.2843, grad_norm: 3.1853 2021-07-12 19:40:17,380 - mmaction - INFO - Epoch [158][640/1879] lr: 3.258e-02, eta: 1 day, 20:57:32, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7160, loss_cls: 2.3043, loss: 2.3043, grad_norm: 3.1539 2021-07-12 19:40:34,182 - mmaction - INFO - Epoch [158][660/1879] lr: 3.258e-02, eta: 1 day, 20:57:12, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7293, loss_cls: 2.2190, loss: 2.2190, grad_norm: 3.0869 2021-07-12 19:40:51,180 - mmaction - INFO - Epoch [158][680/1879] lr: 3.258e-02, eta: 1 day, 20:56:52, time: 0.847, data_time: 0.009, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7129, loss_cls: 2.3232, loss: 2.3232, grad_norm: 3.1148 2021-07-12 19:41:07,804 - mmaction - INFO - Epoch [158][700/1879] lr: 3.258e-02, eta: 1 day, 20:56:31, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7184, loss_cls: 2.3022, loss: 2.3022, grad_norm: 3.0839 2021-07-12 19:41:24,523 - mmaction - INFO - Epoch [158][720/1879] lr: 3.258e-02, eta: 1 day, 20:56:10, time: 0.836, data_time: 0.007, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7211, loss_cls: 2.2436, loss: 2.2436, grad_norm: 3.1332 2021-07-12 19:41:41,754 - mmaction - INFO - Epoch [158][740/1879] lr: 3.258e-02, eta: 1 day, 20:55:51, time: 0.862, data_time: 0.003, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7285, loss_cls: 2.2453, loss: 2.2453, grad_norm: 3.2120 2021-07-12 19:41:58,657 - mmaction - INFO - Epoch [158][760/1879] lr: 3.258e-02, eta: 1 day, 20:55:31, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7184, loss_cls: 2.2796, loss: 2.2796, grad_norm: 3.1695 2021-07-12 19:42:15,633 - mmaction - INFO - Epoch [158][780/1879] lr: 3.258e-02, eta: 1 day, 20:55:12, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7191, loss_cls: 2.3189, loss: 2.3189, grad_norm: 3.1541 2021-07-12 19:42:32,526 - mmaction - INFO - Epoch [158][800/1879] lr: 3.258e-02, eta: 1 day, 20:54:52, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7273, loss_cls: 2.2224, loss: 2.2224, grad_norm: 3.1571 2021-07-12 19:42:49,660 - mmaction - INFO - Epoch [158][820/1879] lr: 3.258e-02, eta: 1 day, 20:54:32, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7188, loss_cls: 2.2999, loss: 2.2999, grad_norm: 3.1732 2021-07-12 19:43:06,384 - mmaction - INFO - Epoch [158][840/1879] lr: 3.258e-02, eta: 1 day, 20:54:12, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7305, loss_cls: 2.2553, loss: 2.2553, grad_norm: 3.1273 2021-07-12 19:43:23,343 - mmaction - INFO - Epoch [158][860/1879] lr: 3.258e-02, eta: 1 day, 20:53:52, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7164, loss_cls: 2.3114, loss: 2.3114, grad_norm: 3.0752 2021-07-12 19:43:40,290 - mmaction - INFO - Epoch [158][880/1879] lr: 3.258e-02, eta: 1 day, 20:53:32, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7129, loss_cls: 2.3142, loss: 2.3142, grad_norm: 3.1543 2021-07-12 19:43:57,219 - mmaction - INFO - Epoch [158][900/1879] lr: 3.258e-02, eta: 1 day, 20:53:12, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7312, loss_cls: 2.2155, loss: 2.2155, grad_norm: 3.0607 2021-07-12 19:44:13,950 - mmaction - INFO - Epoch [158][920/1879] lr: 3.258e-02, eta: 1 day, 20:52:52, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7281, loss_cls: 2.2093, loss: 2.2093, grad_norm: 3.1323 2021-07-12 19:44:31,063 - mmaction - INFO - Epoch [158][940/1879] lr: 3.258e-02, eta: 1 day, 20:52:33, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7113, loss_cls: 2.2614, loss: 2.2614, grad_norm: 3.1119 2021-07-12 19:44:48,051 - mmaction - INFO - Epoch [158][960/1879] lr: 3.258e-02, eta: 1 day, 20:52:13, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7156, loss_cls: 2.3053, loss: 2.3053, grad_norm: 3.1767 2021-07-12 19:45:04,946 - mmaction - INFO - Epoch [158][980/1879] lr: 3.258e-02, eta: 1 day, 20:51:53, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7391, loss_cls: 2.1689, loss: 2.1689, grad_norm: 3.1331 2021-07-12 19:45:21,615 - mmaction - INFO - Epoch [158][1000/1879] lr: 3.258e-02, eta: 1 day, 20:51:32, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7258, loss_cls: 2.2235, loss: 2.2235, grad_norm: 3.1479 2021-07-12 19:45:38,395 - mmaction - INFO - Epoch [158][1020/1879] lr: 3.258e-02, eta: 1 day, 20:51:11, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7176, loss_cls: 2.2840, loss: 2.2840, grad_norm: 3.1795 2021-07-12 19:45:55,347 - mmaction - INFO - Epoch [158][1040/1879] lr: 3.258e-02, eta: 1 day, 20:50:51, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7328, loss_cls: 2.2278, loss: 2.2278, grad_norm: 3.1364 2021-07-12 19:46:12,444 - mmaction - INFO - Epoch [158][1060/1879] lr: 3.258e-02, eta: 1 day, 20:50:33, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7262, loss_cls: 2.2367, loss: 2.2367, grad_norm: 3.0749 2021-07-12 19:46:29,013 - mmaction - INFO - Epoch [158][1080/1879] lr: 3.258e-02, eta: 1 day, 20:50:11, time: 0.827, data_time: 0.005, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7074, loss_cls: 2.3059, loss: 2.3059, grad_norm: 3.1357 2021-07-12 19:46:45,662 - mmaction - INFO - Epoch [158][1100/1879] lr: 3.258e-02, eta: 1 day, 20:49:50, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7168, loss_cls: 2.2732, loss: 2.2732, grad_norm: 3.1722 2021-07-12 19:47:02,615 - mmaction - INFO - Epoch [158][1120/1879] lr: 3.258e-02, eta: 1 day, 20:49:30, time: 0.850, data_time: 0.007, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7125, loss_cls: 2.3544, loss: 2.3544, grad_norm: 3.1705 2021-07-12 19:47:19,617 - mmaction - INFO - Epoch [158][1140/1879] lr: 3.258e-02, eta: 1 day, 20:49:11, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7168, loss_cls: 2.2615, loss: 2.2615, grad_norm: 3.1932 2021-07-12 19:47:36,664 - mmaction - INFO - Epoch [158][1160/1879] lr: 3.258e-02, eta: 1 day, 20:48:51, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7168, loss_cls: 2.2914, loss: 2.2914, grad_norm: 3.1862 2021-07-12 19:47:53,463 - mmaction - INFO - Epoch [158][1180/1879] lr: 3.258e-02, eta: 1 day, 20:48:31, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7215, loss_cls: 2.2694, loss: 2.2694, grad_norm: 3.1088 2021-07-12 19:48:10,448 - mmaction - INFO - Epoch [158][1200/1879] lr: 3.258e-02, eta: 1 day, 20:48:11, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7117, loss_cls: 2.2509, loss: 2.2509, grad_norm: 3.1196 2021-07-12 19:48:27,356 - mmaction - INFO - Epoch [158][1220/1879] lr: 3.258e-02, eta: 1 day, 20:47:51, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7121, loss_cls: 2.3405, loss: 2.3405, grad_norm: 3.1842 2021-07-12 19:48:44,302 - mmaction - INFO - Epoch [158][1240/1879] lr: 3.258e-02, eta: 1 day, 20:47:32, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7219, loss_cls: 2.2700, loss: 2.2700, grad_norm: 3.1473 2021-07-12 19:49:01,830 - mmaction - INFO - Epoch [158][1260/1879] lr: 3.258e-02, eta: 1 day, 20:47:14, time: 0.874, data_time: 0.006, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7281, loss_cls: 2.2306, loss: 2.2306, grad_norm: 3.0617 2021-07-12 19:49:18,761 - mmaction - INFO - Epoch [158][1280/1879] lr: 3.258e-02, eta: 1 day, 20:46:55, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7113, loss_cls: 2.2848, loss: 2.2848, grad_norm: 3.1067 2021-07-12 19:49:35,610 - mmaction - INFO - Epoch [158][1300/1879] lr: 3.258e-02, eta: 1 day, 20:46:35, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7168, loss_cls: 2.2463, loss: 2.2463, grad_norm: 3.1412 2021-07-12 19:49:52,504 - mmaction - INFO - Epoch [158][1320/1879] lr: 3.258e-02, eta: 1 day, 20:46:14, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7195, loss_cls: 2.2867, loss: 2.2867, grad_norm: 3.2465 2021-07-12 19:50:09,297 - mmaction - INFO - Epoch [158][1340/1879] lr: 3.258e-02, eta: 1 day, 20:45:54, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7344, loss_cls: 2.1793, loss: 2.1793, grad_norm: 3.1015 2021-07-12 19:50:26,205 - mmaction - INFO - Epoch [158][1360/1879] lr: 3.258e-02, eta: 1 day, 20:45:34, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7164, loss_cls: 2.2969, loss: 2.2969, grad_norm: 3.1235 2021-07-12 19:50:42,827 - mmaction - INFO - Epoch [158][1380/1879] lr: 3.258e-02, eta: 1 day, 20:45:13, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7215, loss_cls: 2.2821, loss: 2.2821, grad_norm: 3.1711 2021-07-12 19:50:59,868 - mmaction - INFO - Epoch [158][1400/1879] lr: 3.258e-02, eta: 1 day, 20:44:53, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4691, top5_acc: 0.7207, loss_cls: 2.3042, loss: 2.3042, grad_norm: 3.1651 2021-07-12 19:51:16,811 - mmaction - INFO - Epoch [158][1420/1879] lr: 3.258e-02, eta: 1 day, 20:44:34, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7074, loss_cls: 2.2733, loss: 2.2733, grad_norm: 3.1373 2021-07-12 19:51:33,597 - mmaction - INFO - Epoch [158][1440/1879] lr: 3.258e-02, eta: 1 day, 20:44:13, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7281, loss_cls: 2.2536, loss: 2.2536, grad_norm: 3.1986 2021-07-12 19:51:50,618 - mmaction - INFO - Epoch [158][1460/1879] lr: 3.258e-02, eta: 1 day, 20:43:54, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7305, loss_cls: 2.2521, loss: 2.2521, grad_norm: 3.1595 2021-07-12 19:52:07,231 - mmaction - INFO - Epoch [158][1480/1879] lr: 3.258e-02, eta: 1 day, 20:43:33, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7207, loss_cls: 2.3039, loss: 2.3039, grad_norm: 3.1549 2021-07-12 19:52:24,268 - mmaction - INFO - Epoch [158][1500/1879] lr: 3.258e-02, eta: 1 day, 20:43:13, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4930, top5_acc: 0.7141, loss_cls: 2.2484, loss: 2.2484, grad_norm: 3.0877 2021-07-12 19:52:41,260 - mmaction - INFO - Epoch [158][1520/1879] lr: 3.258e-02, eta: 1 day, 20:42:54, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7156, loss_cls: 2.2974, loss: 2.2974, grad_norm: 3.1464 2021-07-12 19:52:58,304 - mmaction - INFO - Epoch [158][1540/1879] lr: 3.258e-02, eta: 1 day, 20:42:34, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7270, loss_cls: 2.2591, loss: 2.2591, grad_norm: 3.1266 2021-07-12 19:53:15,161 - mmaction - INFO - Epoch [158][1560/1879] lr: 3.258e-02, eta: 1 day, 20:42:14, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7254, loss_cls: 2.2510, loss: 2.2510, grad_norm: 3.1677 2021-07-12 19:53:32,332 - mmaction - INFO - Epoch [158][1580/1879] lr: 3.258e-02, eta: 1 day, 20:41:56, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7102, loss_cls: 2.3195, loss: 2.3195, grad_norm: 3.1532 2021-07-12 19:53:49,441 - mmaction - INFO - Epoch [158][1600/1879] lr: 3.258e-02, eta: 1 day, 20:41:37, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7250, loss_cls: 2.2605, loss: 2.2605, grad_norm: 3.1146 2021-07-12 19:54:06,158 - mmaction - INFO - Epoch [158][1620/1879] lr: 3.258e-02, eta: 1 day, 20:41:16, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7402, loss_cls: 2.1899, loss: 2.1899, grad_norm: 3.0543 2021-07-12 19:54:22,790 - mmaction - INFO - Epoch [158][1640/1879] lr: 3.258e-02, eta: 1 day, 20:40:55, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7316, loss_cls: 2.2173, loss: 2.2173, grad_norm: 3.0556 2021-07-12 19:54:39,803 - mmaction - INFO - Epoch [158][1660/1879] lr: 3.258e-02, eta: 1 day, 20:40:35, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7223, loss_cls: 2.2324, loss: 2.2324, grad_norm: 3.1387 2021-07-12 19:54:56,679 - mmaction - INFO - Epoch [158][1680/1879] lr: 3.258e-02, eta: 1 day, 20:40:15, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7266, loss_cls: 2.2775, loss: 2.2775, grad_norm: 3.1623 2021-07-12 19:55:13,742 - mmaction - INFO - Epoch [158][1700/1879] lr: 3.258e-02, eta: 1 day, 20:39:56, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7188, loss_cls: 2.2608, loss: 2.2608, grad_norm: 3.1072 2021-07-12 19:55:30,604 - mmaction - INFO - Epoch [158][1720/1879] lr: 3.258e-02, eta: 1 day, 20:39:36, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7297, loss_cls: 2.2399, loss: 2.2399, grad_norm: 3.1517 2021-07-12 19:55:47,193 - mmaction - INFO - Epoch [158][1740/1879] lr: 3.258e-02, eta: 1 day, 20:39:15, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7133, loss_cls: 2.2932, loss: 2.2932, grad_norm: 3.2465 2021-07-12 19:56:04,330 - mmaction - INFO - Epoch [158][1760/1879] lr: 3.258e-02, eta: 1 day, 20:38:56, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7285, loss_cls: 2.2814, loss: 2.2814, grad_norm: 3.1544 2021-07-12 19:56:21,475 - mmaction - INFO - Epoch [158][1780/1879] lr: 3.258e-02, eta: 1 day, 20:38:37, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7125, loss_cls: 2.2855, loss: 2.2855, grad_norm: 3.1547 2021-07-12 19:56:38,325 - mmaction - INFO - Epoch [158][1800/1879] lr: 3.258e-02, eta: 1 day, 20:38:17, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7230, loss_cls: 2.2611, loss: 2.2611, grad_norm: 3.1019 2021-07-12 19:56:55,154 - mmaction - INFO - Epoch [158][1820/1879] lr: 3.258e-02, eta: 1 day, 20:37:57, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7230, loss_cls: 2.2645, loss: 2.2645, grad_norm: 3.1810 2021-07-12 19:57:12,152 - mmaction - INFO - Epoch [158][1840/1879] lr: 3.258e-02, eta: 1 day, 20:37:38, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7102, loss_cls: 2.3513, loss: 2.3513, grad_norm: 3.2922 2021-07-12 19:57:29,174 - mmaction - INFO - Epoch [158][1860/1879] lr: 3.258e-02, eta: 1 day, 20:37:18, time: 0.851, data_time: 0.008, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7270, loss_cls: 2.2927, loss: 2.2927, grad_norm: 3.1648 2021-07-12 19:59:28,816 - mmaction - INFO - Epoch [159][20/1879] lr: 3.201e-02, eta: 1 day, 20:41:19, time: 4.783, data_time: 3.838, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7266, loss_cls: 2.2211, loss: 2.2211, grad_norm: 3.1107 2021-07-12 19:59:45,480 - mmaction - INFO - Epoch [159][40/1879] lr: 3.201e-02, eta: 1 day, 20:40:57, time: 0.832, data_time: 0.006, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7074, loss_cls: 2.3432, loss: 2.3432, grad_norm: 3.2318 2021-07-12 20:00:02,422 - mmaction - INFO - Epoch [159][60/1879] lr: 3.201e-02, eta: 1 day, 20:40:38, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7156, loss_cls: 2.2315, loss: 2.2315, grad_norm: 3.1032 2021-07-12 20:00:19,121 - mmaction - INFO - Epoch [159][80/1879] lr: 3.201e-02, eta: 1 day, 20:40:17, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7305, loss_cls: 2.1606, loss: 2.1606, grad_norm: 3.1258 2021-07-12 20:00:36,232 - mmaction - INFO - Epoch [159][100/1879] lr: 3.201e-02, eta: 1 day, 20:39:58, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7262, loss_cls: 2.2248, loss: 2.2248, grad_norm: 3.1423 2021-07-12 20:00:53,331 - mmaction - INFO - Epoch [159][120/1879] lr: 3.201e-02, eta: 1 day, 20:39:38, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.4750, top5_acc: 0.7238, loss_cls: 2.2758, loss: 2.2758, grad_norm: 3.2043 2021-07-12 20:01:10,200 - mmaction - INFO - Epoch [159][140/1879] lr: 3.201e-02, eta: 1 day, 20:39:18, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7293, loss_cls: 2.2188, loss: 2.2188, grad_norm: 3.1168 2021-07-12 20:01:27,359 - mmaction - INFO - Epoch [159][160/1879] lr: 3.201e-02, eta: 1 day, 20:38:59, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7176, loss_cls: 2.2784, loss: 2.2784, grad_norm: 3.1533 2021-07-12 20:01:44,170 - mmaction - INFO - Epoch [159][180/1879] lr: 3.201e-02, eta: 1 day, 20:38:39, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7250, loss_cls: 2.2744, loss: 2.2744, grad_norm: 3.2223 2021-07-12 20:02:00,912 - mmaction - INFO - Epoch [159][200/1879] lr: 3.201e-02, eta: 1 day, 20:38:18, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7414, loss_cls: 2.1615, loss: 2.1615, grad_norm: 3.0842 2021-07-12 20:02:17,668 - mmaction - INFO - Epoch [159][220/1879] lr: 3.201e-02, eta: 1 day, 20:37:58, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7207, loss_cls: 2.2883, loss: 2.2883, grad_norm: 3.1629 2021-07-12 20:02:34,729 - mmaction - INFO - Epoch [159][240/1879] lr: 3.201e-02, eta: 1 day, 20:37:38, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4930, top5_acc: 0.7273, loss_cls: 2.2587, loss: 2.2587, grad_norm: 3.1195 2021-07-12 20:02:51,692 - mmaction - INFO - Epoch [159][260/1879] lr: 3.201e-02, eta: 1 day, 20:37:19, time: 0.851, data_time: 0.008, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7312, loss_cls: 2.2225, loss: 2.2225, grad_norm: 3.1404 2021-07-12 20:03:08,314 - mmaction - INFO - Epoch [159][280/1879] lr: 3.201e-02, eta: 1 day, 20:36:58, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2613, loss: 2.2613, grad_norm: 3.1541 2021-07-12 20:03:25,165 - mmaction - INFO - Epoch [159][300/1879] lr: 3.201e-02, eta: 1 day, 20:36:37, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7293, loss_cls: 2.2455, loss: 2.2455, grad_norm: 3.1334 2021-07-12 20:03:41,867 - mmaction - INFO - Epoch [159][320/1879] lr: 3.201e-02, eta: 1 day, 20:36:16, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7320, loss_cls: 2.2095, loss: 2.2095, grad_norm: 3.1064 2021-07-12 20:03:58,656 - mmaction - INFO - Epoch [159][340/1879] lr: 3.201e-02, eta: 1 day, 20:35:56, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7320, loss_cls: 2.2011, loss: 2.2011, grad_norm: 3.1163 2021-07-12 20:04:15,728 - mmaction - INFO - Epoch [159][360/1879] lr: 3.201e-02, eta: 1 day, 20:35:37, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7223, loss_cls: 2.2810, loss: 2.2810, grad_norm: 3.1753 2021-07-12 20:04:32,663 - mmaction - INFO - Epoch [159][380/1879] lr: 3.201e-02, eta: 1 day, 20:35:17, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7223, loss_cls: 2.2611, loss: 2.2611, grad_norm: 3.1428 2021-07-12 20:04:49,902 - mmaction - INFO - Epoch [159][400/1879] lr: 3.201e-02, eta: 1 day, 20:34:58, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7258, loss_cls: 2.2598, loss: 2.2598, grad_norm: 3.0736 2021-07-12 20:05:06,667 - mmaction - INFO - Epoch [159][420/1879] lr: 3.201e-02, eta: 1 day, 20:34:38, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7180, loss_cls: 2.2960, loss: 2.2960, grad_norm: 3.1638 2021-07-12 20:05:23,515 - mmaction - INFO - Epoch [159][440/1879] lr: 3.201e-02, eta: 1 day, 20:34:18, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7129, loss_cls: 2.2819, loss: 2.2819, grad_norm: 3.1547 2021-07-12 20:05:40,496 - mmaction - INFO - Epoch [159][460/1879] lr: 3.201e-02, eta: 1 day, 20:33:58, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7371, loss_cls: 2.1958, loss: 2.1958, grad_norm: 3.1744 2021-07-12 20:05:57,282 - mmaction - INFO - Epoch [159][480/1879] lr: 3.201e-02, eta: 1 day, 20:33:38, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7301, loss_cls: 2.2180, loss: 2.2180, grad_norm: 3.1231 2021-07-12 20:06:13,854 - mmaction - INFO - Epoch [159][500/1879] lr: 3.201e-02, eta: 1 day, 20:33:16, time: 0.828, data_time: 0.005, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7285, loss_cls: 2.2318, loss: 2.2318, grad_norm: 3.1156 2021-07-12 20:06:30,951 - mmaction - INFO - Epoch [159][520/1879] lr: 3.201e-02, eta: 1 day, 20:32:57, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2524, loss: 2.2524, grad_norm: 3.1924 2021-07-12 20:06:48,108 - mmaction - INFO - Epoch [159][540/1879] lr: 3.201e-02, eta: 1 day, 20:32:38, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7219, loss_cls: 2.2661, loss: 2.2661, grad_norm: 3.1862 2021-07-12 20:07:04,833 - mmaction - INFO - Epoch [159][560/1879] lr: 3.201e-02, eta: 1 day, 20:32:17, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7262, loss_cls: 2.2841, loss: 2.2841, grad_norm: 3.1682 2021-07-12 20:07:21,858 - mmaction - INFO - Epoch [159][580/1879] lr: 3.201e-02, eta: 1 day, 20:31:58, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7289, loss_cls: 2.2205, loss: 2.2205, grad_norm: 3.0636 2021-07-12 20:07:38,636 - mmaction - INFO - Epoch [159][600/1879] lr: 3.201e-02, eta: 1 day, 20:31:37, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7320, loss_cls: 2.2431, loss: 2.2431, grad_norm: 3.2128 2021-07-12 20:07:55,606 - mmaction - INFO - Epoch [159][620/1879] lr: 3.201e-02, eta: 1 day, 20:31:18, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7379, loss_cls: 2.2201, loss: 2.2201, grad_norm: 3.1423 2021-07-12 20:08:12,724 - mmaction - INFO - Epoch [159][640/1879] lr: 3.201e-02, eta: 1 day, 20:30:59, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7094, loss_cls: 2.2745, loss: 2.2745, grad_norm: 3.1191 2021-07-12 20:08:29,564 - mmaction - INFO - Epoch [159][660/1879] lr: 3.201e-02, eta: 1 day, 20:30:39, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7230, loss_cls: 2.2292, loss: 2.2292, grad_norm: 3.0994 2021-07-12 20:08:46,552 - mmaction - INFO - Epoch [159][680/1879] lr: 3.201e-02, eta: 1 day, 20:30:19, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7293, loss_cls: 2.2177, loss: 2.2177, grad_norm: 3.1397 2021-07-12 20:09:03,427 - mmaction - INFO - Epoch [159][700/1879] lr: 3.201e-02, eta: 1 day, 20:29:59, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5078, top5_acc: 0.7246, loss_cls: 2.1905, loss: 2.1905, grad_norm: 3.0845 2021-07-12 20:09:20,431 - mmaction - INFO - Epoch [159][720/1879] lr: 3.201e-02, eta: 1 day, 20:29:40, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7258, loss_cls: 2.2532, loss: 2.2532, grad_norm: 3.2012 2021-07-12 20:09:37,433 - mmaction - INFO - Epoch [159][740/1879] lr: 3.201e-02, eta: 1 day, 20:29:20, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7309, loss_cls: 2.2178, loss: 2.2178, grad_norm: 3.0821 2021-07-12 20:09:54,124 - mmaction - INFO - Epoch [159][760/1879] lr: 3.201e-02, eta: 1 day, 20:28:59, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7176, loss_cls: 2.2759, loss: 2.2759, grad_norm: 3.1208 2021-07-12 20:10:11,335 - mmaction - INFO - Epoch [159][780/1879] lr: 3.201e-02, eta: 1 day, 20:28:41, time: 0.863, data_time: 0.004, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7277, loss_cls: 2.2835, loss: 2.2835, grad_norm: 3.1847 2021-07-12 20:10:28,032 - mmaction - INFO - Epoch [159][800/1879] lr: 3.201e-02, eta: 1 day, 20:28:20, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7117, loss_cls: 2.3120, loss: 2.3120, grad_norm: 3.1635 2021-07-12 20:10:45,009 - mmaction - INFO - Epoch [159][820/1879] lr: 3.201e-02, eta: 1 day, 20:28:00, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7277, loss_cls: 2.1989, loss: 2.1989, grad_norm: 3.1021 2021-07-12 20:11:01,580 - mmaction - INFO - Epoch [159][840/1879] lr: 3.201e-02, eta: 1 day, 20:27:39, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7336, loss_cls: 2.2147, loss: 2.2147, grad_norm: 3.1121 2021-07-12 20:11:18,678 - mmaction - INFO - Epoch [159][860/1879] lr: 3.201e-02, eta: 1 day, 20:27:20, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7105, loss_cls: 2.3189, loss: 2.3189, grad_norm: 3.2259 2021-07-12 20:11:35,578 - mmaction - INFO - Epoch [159][880/1879] lr: 3.201e-02, eta: 1 day, 20:27:00, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.4852, top5_acc: 0.7234, loss_cls: 2.2785, loss: 2.2785, grad_norm: 3.1317 2021-07-12 20:11:52,503 - mmaction - INFO - Epoch [159][900/1879] lr: 3.201e-02, eta: 1 day, 20:26:40, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7281, loss_cls: 2.2550, loss: 2.2550, grad_norm: 3.1271 2021-07-12 20:12:09,477 - mmaction - INFO - Epoch [159][920/1879] lr: 3.201e-02, eta: 1 day, 20:26:21, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7168, loss_cls: 2.2756, loss: 2.2756, grad_norm: 3.1151 2021-07-12 20:12:26,618 - mmaction - INFO - Epoch [159][940/1879] lr: 3.201e-02, eta: 1 day, 20:26:02, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7254, loss_cls: 2.2368, loss: 2.2368, grad_norm: 3.0938 2021-07-12 20:12:43,564 - mmaction - INFO - Epoch [159][960/1879] lr: 3.201e-02, eta: 1 day, 20:25:42, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7289, loss_cls: 2.2198, loss: 2.2198, grad_norm: 3.0963 2021-07-12 20:13:00,594 - mmaction - INFO - Epoch [159][980/1879] lr: 3.201e-02, eta: 1 day, 20:25:23, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7414, loss_cls: 2.1315, loss: 2.1315, grad_norm: 3.0948 2021-07-12 20:13:17,579 - mmaction - INFO - Epoch [159][1000/1879] lr: 3.201e-02, eta: 1 day, 20:25:03, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4961, top5_acc: 0.7141, loss_cls: 2.2474, loss: 2.2474, grad_norm: 3.1398 2021-07-12 20:13:34,205 - mmaction - INFO - Epoch [159][1020/1879] lr: 3.201e-02, eta: 1 day, 20:24:42, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7289, loss_cls: 2.2242, loss: 2.2242, grad_norm: 3.1279 2021-07-12 20:13:51,186 - mmaction - INFO - Epoch [159][1040/1879] lr: 3.201e-02, eta: 1 day, 20:24:22, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7273, loss_cls: 2.2176, loss: 2.2176, grad_norm: 3.1800 2021-07-12 20:14:07,978 - mmaction - INFO - Epoch [159][1060/1879] lr: 3.201e-02, eta: 1 day, 20:24:02, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7250, loss_cls: 2.2305, loss: 2.2305, grad_norm: 3.1768 2021-07-12 20:14:25,052 - mmaction - INFO - Epoch [159][1080/1879] lr: 3.201e-02, eta: 1 day, 20:23:43, time: 0.852, data_time: 0.008, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7184, loss_cls: 2.2350, loss: 2.2350, grad_norm: 3.1678 2021-07-12 20:14:42,280 - mmaction - INFO - Epoch [159][1100/1879] lr: 3.201e-02, eta: 1 day, 20:23:24, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7148, loss_cls: 2.2842, loss: 2.2842, grad_norm: 3.1796 2021-07-12 20:14:59,257 - mmaction - INFO - Epoch [159][1120/1879] lr: 3.201e-02, eta: 1 day, 20:23:05, time: 0.853, data_time: 0.008, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7137, loss_cls: 2.2970, loss: 2.2970, grad_norm: 3.1222 2021-07-12 20:15:15,987 - mmaction - INFO - Epoch [159][1140/1879] lr: 3.201e-02, eta: 1 day, 20:22:44, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7266, loss_cls: 2.2701, loss: 2.2701, grad_norm: 3.1347 2021-07-12 20:15:32,770 - mmaction - INFO - Epoch [159][1160/1879] lr: 3.201e-02, eta: 1 day, 20:22:24, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7156, loss_cls: 2.2925, loss: 2.2925, grad_norm: 3.1899 2021-07-12 20:15:49,570 - mmaction - INFO - Epoch [159][1180/1879] lr: 3.201e-02, eta: 1 day, 20:22:04, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7168, loss_cls: 2.2868, loss: 2.2868, grad_norm: 3.1916 2021-07-12 20:16:06,806 - mmaction - INFO - Epoch [159][1200/1879] lr: 3.201e-02, eta: 1 day, 20:21:45, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7219, loss_cls: 2.2332, loss: 2.2332, grad_norm: 3.1016 2021-07-12 20:16:23,739 - mmaction - INFO - Epoch [159][1220/1879] lr: 3.201e-02, eta: 1 day, 20:21:26, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7180, loss_cls: 2.2592, loss: 2.2592, grad_norm: 3.1137 2021-07-12 20:16:40,636 - mmaction - INFO - Epoch [159][1240/1879] lr: 3.201e-02, eta: 1 day, 20:21:06, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7281, loss_cls: 2.2333, loss: 2.2333, grad_norm: 3.1626 2021-07-12 20:16:57,876 - mmaction - INFO - Epoch [159][1260/1879] lr: 3.201e-02, eta: 1 day, 20:20:47, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7047, loss_cls: 2.2943, loss: 2.2943, grad_norm: 3.1652 2021-07-12 20:17:14,806 - mmaction - INFO - Epoch [159][1280/1879] lr: 3.201e-02, eta: 1 day, 20:20:28, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7168, loss_cls: 2.2658, loss: 2.2658, grad_norm: 3.1327 2021-07-12 20:17:31,791 - mmaction - INFO - Epoch [159][1300/1879] lr: 3.201e-02, eta: 1 day, 20:20:08, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4961, top5_acc: 0.7250, loss_cls: 2.2252, loss: 2.2252, grad_norm: 3.1498 2021-07-12 20:17:48,820 - mmaction - INFO - Epoch [159][1320/1879] lr: 3.201e-02, eta: 1 day, 20:19:49, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7348, loss_cls: 2.2022, loss: 2.2022, grad_norm: 3.1379 2021-07-12 20:18:05,996 - mmaction - INFO - Epoch [159][1340/1879] lr: 3.201e-02, eta: 1 day, 20:19:30, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7234, loss_cls: 2.3071, loss: 2.3071, grad_norm: 3.2806 2021-07-12 20:18:22,909 - mmaction - INFO - Epoch [159][1360/1879] lr: 3.201e-02, eta: 1 day, 20:19:10, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7191, loss_cls: 2.2785, loss: 2.2785, grad_norm: 3.1442 2021-07-12 20:18:39,604 - mmaction - INFO - Epoch [159][1380/1879] lr: 3.201e-02, eta: 1 day, 20:18:49, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7180, loss_cls: 2.2850, loss: 2.2850, grad_norm: 3.1498 2021-07-12 20:18:56,835 - mmaction - INFO - Epoch [159][1400/1879] lr: 3.201e-02, eta: 1 day, 20:18:31, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.4793, top5_acc: 0.7172, loss_cls: 2.2799, loss: 2.2799, grad_norm: 3.1182 2021-07-12 20:19:13,973 - mmaction - INFO - Epoch [159][1420/1879] lr: 3.201e-02, eta: 1 day, 20:18:12, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7309, loss_cls: 2.1938, loss: 2.1938, grad_norm: 3.0898 2021-07-12 20:19:30,996 - mmaction - INFO - Epoch [159][1440/1879] lr: 3.201e-02, eta: 1 day, 20:17:53, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.4758, top5_acc: 0.7266, loss_cls: 2.2727, loss: 2.2727, grad_norm: 3.1966 2021-07-12 20:19:48,030 - mmaction - INFO - Epoch [159][1460/1879] lr: 3.201e-02, eta: 1 day, 20:17:34, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7234, loss_cls: 2.2424, loss: 2.2424, grad_norm: 3.1481 2021-07-12 20:20:05,028 - mmaction - INFO - Epoch [159][1480/1879] lr: 3.201e-02, eta: 1 day, 20:17:14, time: 0.850, data_time: 0.008, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7305, loss_cls: 2.2060, loss: 2.2060, grad_norm: 3.1140 2021-07-12 20:20:22,002 - mmaction - INFO - Epoch [159][1500/1879] lr: 3.201e-02, eta: 1 day, 20:16:55, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7328, loss_cls: 2.1905, loss: 2.1905, grad_norm: 3.0936 2021-07-12 20:20:38,969 - mmaction - INFO - Epoch [159][1520/1879] lr: 3.201e-02, eta: 1 day, 20:16:35, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7176, loss_cls: 2.2686, loss: 2.2686, grad_norm: 3.2197 2021-07-12 20:20:55,719 - mmaction - INFO - Epoch [159][1540/1879] lr: 3.201e-02, eta: 1 day, 20:16:15, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7180, loss_cls: 2.2213, loss: 2.2213, grad_norm: 3.1208 2021-07-12 20:21:12,543 - mmaction - INFO - Epoch [159][1560/1879] lr: 3.201e-02, eta: 1 day, 20:15:55, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4574, top5_acc: 0.7121, loss_cls: 2.3687, loss: 2.3687, grad_norm: 3.2989 2021-07-12 20:21:29,555 - mmaction - INFO - Epoch [159][1580/1879] lr: 3.201e-02, eta: 1 day, 20:15:35, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7070, loss_cls: 2.3214, loss: 2.3214, grad_norm: 3.1950 2021-07-12 20:21:46,268 - mmaction - INFO - Epoch [159][1600/1879] lr: 3.201e-02, eta: 1 day, 20:15:15, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7188, loss_cls: 2.2792, loss: 2.2792, grad_norm: 3.2108 2021-07-12 20:22:02,851 - mmaction - INFO - Epoch [159][1620/1879] lr: 3.201e-02, eta: 1 day, 20:14:54, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7348, loss_cls: 2.2435, loss: 2.2435, grad_norm: 3.1764 2021-07-12 20:22:19,682 - mmaction - INFO - Epoch [159][1640/1879] lr: 3.201e-02, eta: 1 day, 20:14:34, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7184, loss_cls: 2.2623, loss: 2.2623, grad_norm: 3.1443 2021-07-12 20:22:36,715 - mmaction - INFO - Epoch [159][1660/1879] lr: 3.201e-02, eta: 1 day, 20:14:14, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7363, loss_cls: 2.2067, loss: 2.2067, grad_norm: 3.0920 2021-07-12 20:22:53,675 - mmaction - INFO - Epoch [159][1680/1879] lr: 3.201e-02, eta: 1 day, 20:13:55, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7172, loss_cls: 2.3237, loss: 2.3237, grad_norm: 3.1179 2021-07-12 20:23:10,798 - mmaction - INFO - Epoch [159][1700/1879] lr: 3.201e-02, eta: 1 day, 20:13:36, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7203, loss_cls: 2.2312, loss: 2.2312, grad_norm: 3.1315 2021-07-12 20:23:27,522 - mmaction - INFO - Epoch [159][1720/1879] lr: 3.201e-02, eta: 1 day, 20:13:15, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7285, loss_cls: 2.2190, loss: 2.2190, grad_norm: 3.2181 2021-07-12 20:23:44,462 - mmaction - INFO - Epoch [159][1740/1879] lr: 3.201e-02, eta: 1 day, 20:12:56, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7148, loss_cls: 2.2596, loss: 2.2596, grad_norm: 3.0949 2021-07-12 20:24:01,352 - mmaction - INFO - Epoch [159][1760/1879] lr: 3.201e-02, eta: 1 day, 20:12:36, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7348, loss_cls: 2.1968, loss: 2.1968, grad_norm: 3.0950 2021-07-12 20:24:18,524 - mmaction - INFO - Epoch [159][1780/1879] lr: 3.201e-02, eta: 1 day, 20:12:17, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7164, loss_cls: 2.2880, loss: 2.2880, grad_norm: 3.1628 2021-07-12 20:24:35,697 - mmaction - INFO - Epoch [159][1800/1879] lr: 3.201e-02, eta: 1 day, 20:11:59, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.4633, top5_acc: 0.7086, loss_cls: 2.3285, loss: 2.3285, grad_norm: 3.1571 2021-07-12 20:24:52,832 - mmaction - INFO - Epoch [159][1820/1879] lr: 3.201e-02, eta: 1 day, 20:11:40, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7281, loss_cls: 2.2245, loss: 2.2245, grad_norm: 3.1023 2021-07-12 20:25:09,927 - mmaction - INFO - Epoch [159][1840/1879] lr: 3.201e-02, eta: 1 day, 20:11:21, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7242, loss_cls: 2.2667, loss: 2.2667, grad_norm: 3.1335 2021-07-12 20:25:26,817 - mmaction - INFO - Epoch [159][1860/1879] lr: 3.201e-02, eta: 1 day, 20:11:01, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7219, loss_cls: 2.2902, loss: 2.2902, grad_norm: 3.1100 2021-07-12 20:28:02,267 - mmaction - INFO - Epoch [160][20/1879] lr: 3.143e-02, eta: 1 day, 20:17:14, time: 6.538, data_time: 5.470, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7547, loss_cls: 2.1409, loss: 2.1409, grad_norm: 3.1346 2021-07-12 20:28:18,548 - mmaction - INFO - Epoch [160][40/1879] lr: 3.143e-02, eta: 1 day, 20:16:52, time: 0.815, data_time: 0.007, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7250, loss_cls: 2.2578, loss: 2.2578, grad_norm: 3.2300 2021-07-12 20:28:34,965 - mmaction - INFO - Epoch [160][60/1879] lr: 3.143e-02, eta: 1 day, 20:16:30, time: 0.820, data_time: 0.004, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7238, loss_cls: 2.2460, loss: 2.2460, grad_norm: 3.2008 2021-07-12 20:28:51,626 - mmaction - INFO - Epoch [160][80/1879] lr: 3.143e-02, eta: 1 day, 20:16:09, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7355, loss_cls: 2.2322, loss: 2.2322, grad_norm: 3.2042 2021-07-12 20:29:08,282 - mmaction - INFO - Epoch [160][100/1879] lr: 3.143e-02, eta: 1 day, 20:15:48, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7160, loss_cls: 2.2524, loss: 2.2524, grad_norm: 3.1940 2021-07-12 20:29:25,226 - mmaction - INFO - Epoch [160][120/1879] lr: 3.143e-02, eta: 1 day, 20:15:28, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7359, loss_cls: 2.1739, loss: 2.1739, grad_norm: 3.0831 2021-07-12 20:29:42,052 - mmaction - INFO - Epoch [160][140/1879] lr: 3.143e-02, eta: 1 day, 20:15:08, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7191, loss_cls: 2.2240, loss: 2.2240, grad_norm: 3.1394 2021-07-12 20:29:59,150 - mmaction - INFO - Epoch [160][160/1879] lr: 3.143e-02, eta: 1 day, 20:14:49, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7359, loss_cls: 2.1795, loss: 2.1795, grad_norm: 3.1458 2021-07-12 20:30:16,133 - mmaction - INFO - Epoch [160][180/1879] lr: 3.143e-02, eta: 1 day, 20:14:28, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7191, loss_cls: 2.2693, loss: 2.2693, grad_norm: 3.1612 2021-07-12 20:30:32,856 - mmaction - INFO - Epoch [160][200/1879] lr: 3.143e-02, eta: 1 day, 20:14:08, time: 0.838, data_time: 0.009, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7230, loss_cls: 2.2306, loss: 2.2306, grad_norm: 3.1509 2021-07-12 20:30:49,847 - mmaction - INFO - Epoch [160][220/1879] lr: 3.143e-02, eta: 1 day, 20:13:48, time: 0.850, data_time: 0.007, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7379, loss_cls: 2.1678, loss: 2.1678, grad_norm: 3.1141 2021-07-12 20:31:06,585 - mmaction - INFO - Epoch [160][240/1879] lr: 3.143e-02, eta: 1 day, 20:13:28, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.1851, loss: 2.1851, grad_norm: 3.1649 2021-07-12 20:31:23,319 - mmaction - INFO - Epoch [160][260/1879] lr: 3.143e-02, eta: 1 day, 20:13:07, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7266, loss_cls: 2.2649, loss: 2.2649, grad_norm: 3.2350 2021-07-12 20:31:40,315 - mmaction - INFO - Epoch [160][280/1879] lr: 3.143e-02, eta: 1 day, 20:12:47, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7312, loss_cls: 2.2214, loss: 2.2214, grad_norm: 3.2122 2021-07-12 20:31:56,758 - mmaction - INFO - Epoch [160][300/1879] lr: 3.143e-02, eta: 1 day, 20:12:26, time: 0.824, data_time: 0.004, memory: 6454, top1_acc: 0.4715, top5_acc: 0.7168, loss_cls: 2.2898, loss: 2.2898, grad_norm: 3.2133 2021-07-12 20:32:13,431 - mmaction - INFO - Epoch [160][320/1879] lr: 3.143e-02, eta: 1 day, 20:12:05, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7152, loss_cls: 2.2640, loss: 2.2640, grad_norm: 3.1086 2021-07-12 20:32:30,314 - mmaction - INFO - Epoch [160][340/1879] lr: 3.143e-02, eta: 1 day, 20:11:45, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7387, loss_cls: 2.1923, loss: 2.1923, grad_norm: 3.2293 2021-07-12 20:32:47,185 - mmaction - INFO - Epoch [160][360/1879] lr: 3.143e-02, eta: 1 day, 20:11:25, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7367, loss_cls: 2.2031, loss: 2.2031, grad_norm: 3.1911 2021-07-12 20:33:04,232 - mmaction - INFO - Epoch [160][380/1879] lr: 3.143e-02, eta: 1 day, 20:11:05, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7168, loss_cls: 2.3103, loss: 2.3103, grad_norm: 3.2516 2021-07-12 20:33:21,015 - mmaction - INFO - Epoch [160][400/1879] lr: 3.143e-02, eta: 1 day, 20:10:45, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7316, loss_cls: 2.2271, loss: 2.2271, grad_norm: 3.2207 2021-07-12 20:33:38,000 - mmaction - INFO - Epoch [160][420/1879] lr: 3.143e-02, eta: 1 day, 20:10:25, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7305, loss_cls: 2.2216, loss: 2.2216, grad_norm: 3.2129 2021-07-12 20:33:55,065 - mmaction - INFO - Epoch [160][440/1879] lr: 3.143e-02, eta: 1 day, 20:10:06, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7367, loss_cls: 2.2145, loss: 2.2145, grad_norm: 3.1786 2021-07-12 20:34:11,612 - mmaction - INFO - Epoch [160][460/1879] lr: 3.143e-02, eta: 1 day, 20:09:45, time: 0.830, data_time: 0.006, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7285, loss_cls: 2.2430, loss: 2.2430, grad_norm: 3.2009 2021-07-12 20:34:28,414 - mmaction - INFO - Epoch [160][480/1879] lr: 3.143e-02, eta: 1 day, 20:09:24, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7316, loss_cls: 2.1855, loss: 2.1855, grad_norm: 3.1573 2021-07-12 20:34:45,395 - mmaction - INFO - Epoch [160][500/1879] lr: 3.143e-02, eta: 1 day, 20:09:05, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7195, loss_cls: 2.2403, loss: 2.2403, grad_norm: 3.1901 2021-07-12 20:35:02,227 - mmaction - INFO - Epoch [160][520/1879] lr: 3.143e-02, eta: 1 day, 20:08:44, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7188, loss_cls: 2.2334, loss: 2.2334, grad_norm: 3.0800 2021-07-12 20:35:19,143 - mmaction - INFO - Epoch [160][540/1879] lr: 3.143e-02, eta: 1 day, 20:08:25, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5148, top5_acc: 0.7410, loss_cls: 2.1417, loss: 2.1417, grad_norm: 3.1379 2021-07-12 20:35:36,249 - mmaction - INFO - Epoch [160][560/1879] lr: 3.143e-02, eta: 1 day, 20:08:05, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7340, loss_cls: 2.2267, loss: 2.2267, grad_norm: 3.1400 2021-07-12 20:35:53,246 - mmaction - INFO - Epoch [160][580/1879] lr: 3.143e-02, eta: 1 day, 20:07:46, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7168, loss_cls: 2.2416, loss: 2.2416, grad_norm: 3.2022 2021-07-12 20:36:10,163 - mmaction - INFO - Epoch [160][600/1879] lr: 3.143e-02, eta: 1 day, 20:07:26, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4852, top5_acc: 0.7102, loss_cls: 2.3133, loss: 2.3133, grad_norm: 3.2339 2021-07-12 20:36:26,969 - mmaction - INFO - Epoch [160][620/1879] lr: 3.143e-02, eta: 1 day, 20:07:06, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7168, loss_cls: 2.2848, loss: 2.2848, grad_norm: 3.1904 2021-07-12 20:36:43,853 - mmaction - INFO - Epoch [160][640/1879] lr: 3.143e-02, eta: 1 day, 20:06:46, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7211, loss_cls: 2.2391, loss: 2.2391, grad_norm: 3.1452 2021-07-12 20:37:00,832 - mmaction - INFO - Epoch [160][660/1879] lr: 3.143e-02, eta: 1 day, 20:06:26, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4961, top5_acc: 0.7391, loss_cls: 2.2026, loss: 2.2026, grad_norm: 3.1944 2021-07-12 20:37:17,885 - mmaction - INFO - Epoch [160][680/1879] lr: 3.143e-02, eta: 1 day, 20:06:07, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4719, top5_acc: 0.6992, loss_cls: 2.3392, loss: 2.3392, grad_norm: 3.2160 2021-07-12 20:37:34,725 - mmaction - INFO - Epoch [160][700/1879] lr: 3.143e-02, eta: 1 day, 20:05:47, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7328, loss_cls: 2.2360, loss: 2.2360, grad_norm: 3.1050 2021-07-12 20:37:51,613 - mmaction - INFO - Epoch [160][720/1879] lr: 3.143e-02, eta: 1 day, 20:05:27, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7195, loss_cls: 2.2684, loss: 2.2684, grad_norm: 3.1688 2021-07-12 20:38:08,500 - mmaction - INFO - Epoch [160][740/1879] lr: 3.143e-02, eta: 1 day, 20:05:07, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7414, loss_cls: 2.2051, loss: 2.2051, grad_norm: 3.0805 2021-07-12 20:38:25,566 - mmaction - INFO - Epoch [160][760/1879] lr: 3.143e-02, eta: 1 day, 20:04:47, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7234, loss_cls: 2.2909, loss: 2.2909, grad_norm: 3.1989 2021-07-12 20:38:42,521 - mmaction - INFO - Epoch [160][780/1879] lr: 3.143e-02, eta: 1 day, 20:04:28, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7293, loss_cls: 2.2333, loss: 2.2333, grad_norm: 3.1871 2021-07-12 20:38:59,475 - mmaction - INFO - Epoch [160][800/1879] lr: 3.143e-02, eta: 1 day, 20:04:08, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7145, loss_cls: 2.2410, loss: 2.2410, grad_norm: 3.1547 2021-07-12 20:39:16,447 - mmaction - INFO - Epoch [160][820/1879] lr: 3.143e-02, eta: 1 day, 20:03:49, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7289, loss_cls: 2.2481, loss: 2.2481, grad_norm: 3.1537 2021-07-12 20:39:33,545 - mmaction - INFO - Epoch [160][840/1879] lr: 3.143e-02, eta: 1 day, 20:03:30, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7184, loss_cls: 2.2485, loss: 2.2485, grad_norm: 3.1499 2021-07-12 20:39:50,606 - mmaction - INFO - Epoch [160][860/1879] lr: 3.143e-02, eta: 1 day, 20:03:10, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7250, loss_cls: 2.2030, loss: 2.2030, grad_norm: 3.1823 2021-07-12 20:40:07,677 - mmaction - INFO - Epoch [160][880/1879] lr: 3.143e-02, eta: 1 day, 20:02:51, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7164, loss_cls: 2.2545, loss: 2.2545, grad_norm: 3.1326 2021-07-12 20:40:24,539 - mmaction - INFO - Epoch [160][900/1879] lr: 3.143e-02, eta: 1 day, 20:02:31, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7145, loss_cls: 2.2718, loss: 2.2718, grad_norm: 3.1788 2021-07-12 20:40:41,568 - mmaction - INFO - Epoch [160][920/1879] lr: 3.143e-02, eta: 1 day, 20:02:12, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7246, loss_cls: 2.2578, loss: 2.2578, grad_norm: 3.1849 2021-07-12 20:40:58,556 - mmaction - INFO - Epoch [160][940/1879] lr: 3.143e-02, eta: 1 day, 20:01:52, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7383, loss_cls: 2.1999, loss: 2.1999, grad_norm: 3.1595 2021-07-12 20:41:15,446 - mmaction - INFO - Epoch [160][960/1879] lr: 3.143e-02, eta: 1 day, 20:01:32, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4852, top5_acc: 0.7176, loss_cls: 2.2486, loss: 2.2486, grad_norm: 3.2203 2021-07-12 20:41:32,432 - mmaction - INFO - Epoch [160][980/1879] lr: 3.143e-02, eta: 1 day, 20:01:13, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7266, loss_cls: 2.2464, loss: 2.2464, grad_norm: 3.2124 2021-07-12 20:41:49,770 - mmaction - INFO - Epoch [160][1000/1879] lr: 3.143e-02, eta: 1 day, 20:00:55, time: 0.865, data_time: 0.004, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7246, loss_cls: 2.2473, loss: 2.2473, grad_norm: 3.2389 2021-07-12 20:42:06,689 - mmaction - INFO - Epoch [160][1020/1879] lr: 3.143e-02, eta: 1 day, 20:00:35, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7180, loss_cls: 2.2880, loss: 2.2880, grad_norm: 3.1503 2021-07-12 20:42:23,717 - mmaction - INFO - Epoch [160][1040/1879] lr: 3.143e-02, eta: 1 day, 20:00:15, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7246, loss_cls: 2.2663, loss: 2.2663, grad_norm: 3.1952 2021-07-12 20:42:40,283 - mmaction - INFO - Epoch [160][1060/1879] lr: 3.143e-02, eta: 1 day, 19:59:54, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7293, loss_cls: 2.2461, loss: 2.2461, grad_norm: 3.1353 2021-07-12 20:42:56,984 - mmaction - INFO - Epoch [160][1080/1879] lr: 3.143e-02, eta: 1 day, 19:59:34, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.5066, top5_acc: 0.7320, loss_cls: 2.1710, loss: 2.1710, grad_norm: 3.1135 2021-07-12 20:43:13,674 - mmaction - INFO - Epoch [160][1100/1879] lr: 3.143e-02, eta: 1 day, 19:59:13, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.2369, loss: 2.2369, grad_norm: 3.1673 2021-07-12 20:43:30,789 - mmaction - INFO - Epoch [160][1120/1879] lr: 3.143e-02, eta: 1 day, 19:58:54, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7176, loss_cls: 2.3050, loss: 2.3050, grad_norm: 3.1666 2021-07-12 20:43:47,515 - mmaction - INFO - Epoch [160][1140/1879] lr: 3.143e-02, eta: 1 day, 19:58:33, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7129, loss_cls: 2.2845, loss: 2.2845, grad_norm: 3.2215 2021-07-12 20:44:04,176 - mmaction - INFO - Epoch [160][1160/1879] lr: 3.143e-02, eta: 1 day, 19:58:12, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7309, loss_cls: 2.2162, loss: 2.2162, grad_norm: 3.1319 2021-07-12 20:44:20,864 - mmaction - INFO - Epoch [160][1180/1879] lr: 3.143e-02, eta: 1 day, 19:57:52, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4746, top5_acc: 0.7156, loss_cls: 2.2723, loss: 2.2723, grad_norm: 3.2020 2021-07-12 20:44:38,113 - mmaction - INFO - Epoch [160][1200/1879] lr: 3.143e-02, eta: 1 day, 19:57:33, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7156, loss_cls: 2.2889, loss: 2.2889, grad_norm: 3.2209 2021-07-12 20:44:54,858 - mmaction - INFO - Epoch [160][1220/1879] lr: 3.143e-02, eta: 1 day, 19:57:13, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7141, loss_cls: 2.2857, loss: 2.2857, grad_norm: 3.2129 2021-07-12 20:45:11,713 - mmaction - INFO - Epoch [160][1240/1879] lr: 3.143e-02, eta: 1 day, 19:56:53, time: 0.841, data_time: 0.007, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7199, loss_cls: 2.2420, loss: 2.2420, grad_norm: 3.1540 2021-07-12 20:45:28,250 - mmaction - INFO - Epoch [160][1260/1879] lr: 3.143e-02, eta: 1 day, 19:56:32, time: 0.829, data_time: 0.006, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7195, loss_cls: 2.2454, loss: 2.2454, grad_norm: 3.1554 2021-07-12 20:45:44,883 - mmaction - INFO - Epoch [160][1280/1879] lr: 3.143e-02, eta: 1 day, 19:56:11, time: 0.830, data_time: 0.005, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7129, loss_cls: 2.2894, loss: 2.2894, grad_norm: 3.2032 2021-07-12 20:46:01,795 - mmaction - INFO - Epoch [160][1300/1879] lr: 3.143e-02, eta: 1 day, 19:55:51, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7195, loss_cls: 2.2224, loss: 2.2224, grad_norm: 3.1582 2021-07-12 20:46:18,771 - mmaction - INFO - Epoch [160][1320/1879] lr: 3.143e-02, eta: 1 day, 19:55:31, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7176, loss_cls: 2.2669, loss: 2.2669, grad_norm: 3.1975 2021-07-12 20:46:35,860 - mmaction - INFO - Epoch [160][1340/1879] lr: 3.143e-02, eta: 1 day, 19:55:12, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7191, loss_cls: 2.2458, loss: 2.2458, grad_norm: 3.2139 2021-07-12 20:46:52,398 - mmaction - INFO - Epoch [160][1360/1879] lr: 3.143e-02, eta: 1 day, 19:54:51, time: 0.828, data_time: 0.002, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7129, loss_cls: 2.3044, loss: 2.3044, grad_norm: 3.1831 2021-07-12 20:47:09,632 - mmaction - INFO - Epoch [160][1380/1879] lr: 3.143e-02, eta: 1 day, 19:54:32, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7121, loss_cls: 2.2880, loss: 2.2880, grad_norm: 3.1678 2021-07-12 20:47:26,242 - mmaction - INFO - Epoch [160][1400/1879] lr: 3.143e-02, eta: 1 day, 19:54:11, time: 0.833, data_time: 0.006, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7273, loss_cls: 2.2299, loss: 2.2299, grad_norm: 3.0936 2021-07-12 20:47:43,025 - mmaction - INFO - Epoch [160][1420/1879] lr: 3.143e-02, eta: 1 day, 19:53:51, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7344, loss_cls: 2.2204, loss: 2.2204, grad_norm: 3.1600 2021-07-12 20:47:59,752 - mmaction - INFO - Epoch [160][1440/1879] lr: 3.143e-02, eta: 1 day, 19:53:31, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7277, loss_cls: 2.2591, loss: 2.2591, grad_norm: 3.2208 2021-07-12 20:48:16,705 - mmaction - INFO - Epoch [160][1460/1879] lr: 3.143e-02, eta: 1 day, 19:53:11, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7215, loss_cls: 2.2672, loss: 2.2672, grad_norm: 3.1299 2021-07-12 20:48:34,000 - mmaction - INFO - Epoch [160][1480/1879] lr: 3.143e-02, eta: 1 day, 19:52:53, time: 0.862, data_time: 0.006, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7246, loss_cls: 2.2222, loss: 2.2222, grad_norm: 3.1419 2021-07-12 20:48:50,593 - mmaction - INFO - Epoch [160][1500/1879] lr: 3.143e-02, eta: 1 day, 19:52:32, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7105, loss_cls: 2.3099, loss: 2.3099, grad_norm: 3.1572 2021-07-12 20:49:07,630 - mmaction - INFO - Epoch [160][1520/1879] lr: 3.143e-02, eta: 1 day, 19:52:13, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7160, loss_cls: 2.2890, loss: 2.2890, grad_norm: 3.1739 2021-07-12 20:49:24,436 - mmaction - INFO - Epoch [160][1540/1879] lr: 3.143e-02, eta: 1 day, 19:51:52, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7281, loss_cls: 2.2173, loss: 2.2173, grad_norm: 3.1001 2021-07-12 20:49:41,599 - mmaction - INFO - Epoch [160][1560/1879] lr: 3.143e-02, eta: 1 day, 19:51:34, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7121, loss_cls: 2.2924, loss: 2.2924, grad_norm: 3.1056 2021-07-12 20:49:58,225 - mmaction - INFO - Epoch [160][1580/1879] lr: 3.143e-02, eta: 1 day, 19:51:13, time: 0.832, data_time: 0.002, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7172, loss_cls: 2.3008, loss: 2.3008, grad_norm: 3.1725 2021-07-12 20:50:15,048 - mmaction - INFO - Epoch [160][1600/1879] lr: 3.143e-02, eta: 1 day, 19:50:53, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.4711, top5_acc: 0.7012, loss_cls: 2.3686, loss: 2.3686, grad_norm: 3.2303 2021-07-12 20:50:31,738 - mmaction - INFO - Epoch [160][1620/1879] lr: 3.143e-02, eta: 1 day, 19:50:32, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.4734, top5_acc: 0.7113, loss_cls: 2.3233, loss: 2.3233, grad_norm: 3.1908 2021-07-12 20:50:48,881 - mmaction - INFO - Epoch [160][1640/1879] lr: 3.143e-02, eta: 1 day, 19:50:13, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7281, loss_cls: 2.2047, loss: 2.2047, grad_norm: 3.0734 2021-07-12 20:51:05,577 - mmaction - INFO - Epoch [160][1660/1879] lr: 3.143e-02, eta: 1 day, 19:49:53, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7254, loss_cls: 2.2839, loss: 2.2839, grad_norm: 3.2329 2021-07-12 20:51:22,519 - mmaction - INFO - Epoch [160][1680/1879] lr: 3.143e-02, eta: 1 day, 19:49:33, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7199, loss_cls: 2.2448, loss: 2.2448, grad_norm: 3.1220 2021-07-12 20:51:39,563 - mmaction - INFO - Epoch [160][1700/1879] lr: 3.143e-02, eta: 1 day, 19:49:14, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7289, loss_cls: 2.2628, loss: 2.2628, grad_norm: 3.2004 2021-07-12 20:51:56,328 - mmaction - INFO - Epoch [160][1720/1879] lr: 3.143e-02, eta: 1 day, 19:48:53, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.4754, top5_acc: 0.7160, loss_cls: 2.3171, loss: 2.3171, grad_norm: 3.1644 2021-07-12 20:52:12,982 - mmaction - INFO - Epoch [160][1740/1879] lr: 3.143e-02, eta: 1 day, 19:48:33, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7402, loss_cls: 2.1631, loss: 2.1631, grad_norm: 3.0875 2021-07-12 20:52:30,353 - mmaction - INFO - Epoch [160][1760/1879] lr: 3.143e-02, eta: 1 day, 19:48:15, time: 0.869, data_time: 0.002, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7203, loss_cls: 2.2933, loss: 2.2933, grad_norm: 3.1789 2021-07-12 20:52:47,124 - mmaction - INFO - Epoch [160][1780/1879] lr: 3.143e-02, eta: 1 day, 19:47:55, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7242, loss_cls: 2.2478, loss: 2.2478, grad_norm: 3.1396 2021-07-12 20:53:04,044 - mmaction - INFO - Epoch [160][1800/1879] lr: 3.143e-02, eta: 1 day, 19:47:35, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7148, loss_cls: 2.2508, loss: 2.2508, grad_norm: 3.1622 2021-07-12 20:53:20,729 - mmaction - INFO - Epoch [160][1820/1879] lr: 3.143e-02, eta: 1 day, 19:47:14, time: 0.836, data_time: 0.006, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7312, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.1484 2021-07-12 20:53:37,599 - mmaction - INFO - Epoch [160][1840/1879] lr: 3.143e-02, eta: 1 day, 19:46:54, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7344, loss_cls: 2.1682, loss: 2.1682, grad_norm: 3.1128 2021-07-12 20:53:54,301 - mmaction - INFO - Epoch [160][1860/1879] lr: 3.143e-02, eta: 1 day, 19:46:34, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7309, loss_cls: 2.2154, loss: 2.2154, grad_norm: 3.1643 2021-07-12 20:57:13,253 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-12 20:57:14,114 - mmaction - INFO - top1_acc 0.5627 top5_acc 0.8007 2021-07-12 20:57:14,114 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-12 20:57:14,178 - mmaction - INFO - mean_acc 0.5627 2021-07-12 20:57:15,210 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_160.pth. 2021-07-12 20:57:15,210 - mmaction - INFO - Best top1_acc is 0.5627 at 160 epoch. 2021-07-12 20:57:15,220 - mmaction - INFO - Saving checkpoint at 160 epochs 2021-07-12 20:57:16,019 - mmaction - INFO - Epoch(val) [160][155] top1_acc: 0.5627, top5_acc: 0.8007, mean_class_accuracy: 0.5627 2021-07-12 20:58:11,432 - mmaction - INFO - Epoch [161][20/1879] lr: 3.087e-02, eta: 1 day, 19:47:25, time: 2.768, data_time: 1.612, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7336, loss_cls: 2.1830, loss: 2.1830, grad_norm: 3.1674 2021-07-12 20:58:27,650 - mmaction - INFO - Epoch [161][40/1879] lr: 3.087e-02, eta: 1 day, 19:47:03, time: 0.812, data_time: 0.005, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7379, loss_cls: 2.1834, loss: 2.1834, grad_norm: 3.1558 2021-07-12 20:58:44,389 - mmaction - INFO - Epoch [161][60/1879] lr: 3.087e-02, eta: 1 day, 19:46:42, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7156, loss_cls: 2.3068, loss: 2.3068, grad_norm: 3.2082 2021-07-12 20:59:00,751 - mmaction - INFO - Epoch [161][80/1879] lr: 3.087e-02, eta: 1 day, 19:46:20, time: 0.818, data_time: 0.001, memory: 6454, top1_acc: 0.5172, top5_acc: 0.7391, loss_cls: 2.1559, loss: 2.1559, grad_norm: 3.1027 2021-07-12 20:59:17,837 - mmaction - INFO - Epoch [161][100/1879] lr: 3.087e-02, eta: 1 day, 19:46:01, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7234, loss_cls: 2.2383, loss: 2.2383, grad_norm: 3.1668 2021-07-12 20:59:34,796 - mmaction - INFO - Epoch [161][120/1879] lr: 3.087e-02, eta: 1 day, 19:45:41, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.2303, loss: 2.2303, grad_norm: 3.2151 2021-07-12 20:59:51,680 - mmaction - INFO - Epoch [161][140/1879] lr: 3.087e-02, eta: 1 day, 19:45:21, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7297, loss_cls: 2.2532, loss: 2.2532, grad_norm: 3.2127 2021-07-12 21:00:08,658 - mmaction - INFO - Epoch [161][160/1879] lr: 3.087e-02, eta: 1 day, 19:45:02, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7168, loss_cls: 2.2470, loss: 2.2470, grad_norm: 3.1005 2021-07-12 21:00:25,725 - mmaction - INFO - Epoch [161][180/1879] lr: 3.087e-02, eta: 1 day, 19:44:43, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7395, loss_cls: 2.1562, loss: 2.1562, grad_norm: 3.0747 2021-07-12 21:00:42,882 - mmaction - INFO - Epoch [161][200/1879] lr: 3.087e-02, eta: 1 day, 19:44:24, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7117, loss_cls: 2.2673, loss: 2.2673, grad_norm: 3.1696 2021-07-12 21:01:00,030 - mmaction - INFO - Epoch [161][220/1879] lr: 3.087e-02, eta: 1 day, 19:44:06, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7391, loss_cls: 2.2052, loss: 2.2052, grad_norm: 3.1939 2021-07-12 21:01:17,042 - mmaction - INFO - Epoch [161][240/1879] lr: 3.087e-02, eta: 1 day, 19:43:46, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7168, loss_cls: 2.2722, loss: 2.2722, grad_norm: 3.2112 2021-07-12 21:01:33,904 - mmaction - INFO - Epoch [161][260/1879] lr: 3.087e-02, eta: 1 day, 19:43:26, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7281, loss_cls: 2.2526, loss: 2.2526, grad_norm: 3.1211 2021-07-12 21:01:50,631 - mmaction - INFO - Epoch [161][280/1879] lr: 3.087e-02, eta: 1 day, 19:43:06, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7324, loss_cls: 2.2324, loss: 2.2324, grad_norm: 3.1334 2021-07-12 21:02:07,607 - mmaction - INFO - Epoch [161][300/1879] lr: 3.087e-02, eta: 1 day, 19:42:46, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7348, loss_cls: 2.1964, loss: 2.1964, grad_norm: 3.1230 2021-07-12 21:02:24,665 - mmaction - INFO - Epoch [161][320/1879] lr: 3.087e-02, eta: 1 day, 19:42:27, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7168, loss_cls: 2.2900, loss: 2.2900, grad_norm: 3.1772 2021-07-12 21:02:41,863 - mmaction - INFO - Epoch [161][340/1879] lr: 3.087e-02, eta: 1 day, 19:42:09, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7266, loss_cls: 2.2374, loss: 2.2374, grad_norm: 3.1392 2021-07-12 21:02:58,720 - mmaction - INFO - Epoch [161][360/1879] lr: 3.087e-02, eta: 1 day, 19:41:49, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7414, loss_cls: 2.1557, loss: 2.1557, grad_norm: 3.0934 2021-07-12 21:03:15,700 - mmaction - INFO - Epoch [161][380/1879] lr: 3.087e-02, eta: 1 day, 19:41:29, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7246, loss_cls: 2.2185, loss: 2.2185, grad_norm: 3.1884 2021-07-12 21:03:32,574 - mmaction - INFO - Epoch [161][400/1879] lr: 3.087e-02, eta: 1 day, 19:41:09, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7297, loss_cls: 2.1895, loss: 2.1895, grad_norm: 3.2051 2021-07-12 21:03:49,527 - mmaction - INFO - Epoch [161][420/1879] lr: 3.087e-02, eta: 1 day, 19:40:50, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7410, loss_cls: 2.1460, loss: 2.1460, grad_norm: 3.1405 2021-07-12 21:04:06,464 - mmaction - INFO - Epoch [161][440/1879] lr: 3.087e-02, eta: 1 day, 19:40:30, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7277, loss_cls: 2.2755, loss: 2.2755, grad_norm: 3.2463 2021-07-12 21:04:23,367 - mmaction - INFO - Epoch [161][460/1879] lr: 3.087e-02, eta: 1 day, 19:40:11, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7246, loss_cls: 2.2714, loss: 2.2714, grad_norm: 3.2232 2021-07-12 21:04:40,361 - mmaction - INFO - Epoch [161][480/1879] lr: 3.087e-02, eta: 1 day, 19:39:51, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7254, loss_cls: 2.2169, loss: 2.2169, grad_norm: 3.1296 2021-07-12 21:04:57,362 - mmaction - INFO - Epoch [161][500/1879] lr: 3.087e-02, eta: 1 day, 19:39:32, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7336, loss_cls: 2.1901, loss: 2.1901, grad_norm: 3.2226 2021-07-12 21:05:14,273 - mmaction - INFO - Epoch [161][520/1879] lr: 3.087e-02, eta: 1 day, 19:39:12, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7207, loss_cls: 2.2176, loss: 2.2176, grad_norm: 3.2293 2021-07-12 21:05:31,461 - mmaction - INFO - Epoch [161][540/1879] lr: 3.087e-02, eta: 1 day, 19:38:53, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7332, loss_cls: 2.1571, loss: 2.1571, grad_norm: 3.1970 2021-07-12 21:05:48,390 - mmaction - INFO - Epoch [161][560/1879] lr: 3.087e-02, eta: 1 day, 19:38:34, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7219, loss_cls: 2.2634, loss: 2.2634, grad_norm: 3.2460 2021-07-12 21:06:05,262 - mmaction - INFO - Epoch [161][580/1879] lr: 3.087e-02, eta: 1 day, 19:38:14, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7234, loss_cls: 2.2485, loss: 2.2485, grad_norm: 3.1682 2021-07-12 21:06:22,442 - mmaction - INFO - Epoch [161][600/1879] lr: 3.087e-02, eta: 1 day, 19:37:55, time: 0.861, data_time: 0.003, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7270, loss_cls: 2.2012, loss: 2.2012, grad_norm: 3.1946 2021-07-12 21:06:39,261 - mmaction - INFO - Epoch [161][620/1879] lr: 3.087e-02, eta: 1 day, 19:37:35, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7352, loss_cls: 2.2060, loss: 2.2060, grad_norm: 3.1830 2021-07-12 21:06:55,998 - mmaction - INFO - Epoch [161][640/1879] lr: 3.087e-02, eta: 1 day, 19:37:15, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7258, loss_cls: 2.2409, loss: 2.2409, grad_norm: 3.2615 2021-07-12 21:07:13,090 - mmaction - INFO - Epoch [161][660/1879] lr: 3.087e-02, eta: 1 day, 19:36:56, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7066, loss_cls: 2.2930, loss: 2.2930, grad_norm: 3.2086 2021-07-12 21:07:30,045 - mmaction - INFO - Epoch [161][680/1879] lr: 3.087e-02, eta: 1 day, 19:36:36, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7301, loss_cls: 2.2259, loss: 2.2259, grad_norm: 3.1738 2021-07-12 21:07:47,080 - mmaction - INFO - Epoch [161][700/1879] lr: 3.087e-02, eta: 1 day, 19:36:17, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7203, loss_cls: 2.1850, loss: 2.1850, grad_norm: 3.1812 2021-07-12 21:08:03,937 - mmaction - INFO - Epoch [161][720/1879] lr: 3.087e-02, eta: 1 day, 19:35:57, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7098, loss_cls: 2.3272, loss: 2.3272, grad_norm: 3.2467 2021-07-12 21:08:21,060 - mmaction - INFO - Epoch [161][740/1879] lr: 3.087e-02, eta: 1 day, 19:35:38, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7230, loss_cls: 2.2717, loss: 2.2717, grad_norm: 3.2030 2021-07-12 21:08:37,834 - mmaction - INFO - Epoch [161][760/1879] lr: 3.087e-02, eta: 1 day, 19:35:18, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5078, top5_acc: 0.7312, loss_cls: 2.1976, loss: 2.1976, grad_norm: 3.1456 2021-07-12 21:08:54,855 - mmaction - INFO - Epoch [161][780/1879] lr: 3.087e-02, eta: 1 day, 19:34:59, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7094, loss_cls: 2.3085, loss: 2.3085, grad_norm: 3.2708 2021-07-12 21:09:11,826 - mmaction - INFO - Epoch [161][800/1879] lr: 3.087e-02, eta: 1 day, 19:34:39, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7305, loss_cls: 2.2122, loss: 2.2122, grad_norm: 3.1642 2021-07-12 21:09:28,737 - mmaction - INFO - Epoch [161][820/1879] lr: 3.087e-02, eta: 1 day, 19:34:20, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7402, loss_cls: 2.1866, loss: 2.1866, grad_norm: 3.1553 2021-07-12 21:09:45,569 - mmaction - INFO - Epoch [161][840/1879] lr: 3.087e-02, eta: 1 day, 19:34:00, time: 0.843, data_time: 0.007, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7305, loss_cls: 2.1990, loss: 2.1990, grad_norm: 3.1668 2021-07-12 21:10:02,763 - mmaction - INFO - Epoch [161][860/1879] lr: 3.087e-02, eta: 1 day, 19:33:41, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7230, loss_cls: 2.2558, loss: 2.2558, grad_norm: 3.2433 2021-07-12 21:10:19,955 - mmaction - INFO - Epoch [161][880/1879] lr: 3.087e-02, eta: 1 day, 19:33:23, time: 0.860, data_time: 0.002, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7219, loss_cls: 2.2427, loss: 2.2427, grad_norm: 3.1729 2021-07-12 21:10:36,976 - mmaction - INFO - Epoch [161][900/1879] lr: 3.087e-02, eta: 1 day, 19:33:04, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7398, loss_cls: 2.1539, loss: 2.1539, grad_norm: 3.0940 2021-07-12 21:10:53,712 - mmaction - INFO - Epoch [161][920/1879] lr: 3.087e-02, eta: 1 day, 19:32:43, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4961, top5_acc: 0.7281, loss_cls: 2.2634, loss: 2.2634, grad_norm: 3.2651 2021-07-12 21:11:10,827 - mmaction - INFO - Epoch [161][940/1879] lr: 3.087e-02, eta: 1 day, 19:32:24, time: 0.857, data_time: 0.011, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7211, loss_cls: 2.2795, loss: 2.2795, grad_norm: 3.2426 2021-07-12 21:11:27,850 - mmaction - INFO - Epoch [161][960/1879] lr: 3.087e-02, eta: 1 day, 19:32:05, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.4680, top5_acc: 0.7262, loss_cls: 2.2621, loss: 2.2621, grad_norm: 3.1542 2021-07-12 21:11:44,726 - mmaction - INFO - Epoch [161][980/1879] lr: 3.087e-02, eta: 1 day, 19:31:45, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7188, loss_cls: 2.3225, loss: 2.3225, grad_norm: 3.2450 2021-07-12 21:12:01,544 - mmaction - INFO - Epoch [161][1000/1879] lr: 3.087e-02, eta: 1 day, 19:31:25, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7230, loss_cls: 2.2086, loss: 2.2086, grad_norm: 3.1349 2021-07-12 21:12:18,769 - mmaction - INFO - Epoch [161][1020/1879] lr: 3.087e-02, eta: 1 day, 19:31:07, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.4699, top5_acc: 0.7191, loss_cls: 2.3192, loss: 2.3192, grad_norm: 3.2385 2021-07-12 21:12:35,495 - mmaction - INFO - Epoch [161][1040/1879] lr: 3.087e-02, eta: 1 day, 19:30:47, time: 0.838, data_time: 0.007, memory: 6454, top1_acc: 0.5023, top5_acc: 0.7363, loss_cls: 2.1373, loss: 2.1373, grad_norm: 3.1018 2021-07-12 21:12:52,353 - mmaction - INFO - Epoch [161][1060/1879] lr: 3.087e-02, eta: 1 day, 19:30:27, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4668, top5_acc: 0.7133, loss_cls: 2.2984, loss: 2.2984, grad_norm: 3.2776 2021-07-12 21:13:09,207 - mmaction - INFO - Epoch [161][1080/1879] lr: 3.087e-02, eta: 1 day, 19:30:07, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7270, loss_cls: 2.2434, loss: 2.2434, grad_norm: 3.1472 2021-07-12 21:13:26,182 - mmaction - INFO - Epoch [161][1100/1879] lr: 3.087e-02, eta: 1 day, 19:29:48, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7305, loss_cls: 2.2176, loss: 2.2176, grad_norm: 3.1411 2021-07-12 21:13:43,195 - mmaction - INFO - Epoch [161][1120/1879] lr: 3.087e-02, eta: 1 day, 19:29:28, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7246, loss_cls: 2.2338, loss: 2.2338, grad_norm: 3.2035 2021-07-12 21:14:00,149 - mmaction - INFO - Epoch [161][1140/1879] lr: 3.087e-02, eta: 1 day, 19:29:09, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7250, loss_cls: 2.2380, loss: 2.2380, grad_norm: 3.1505 2021-07-12 21:14:17,020 - mmaction - INFO - Epoch [161][1160/1879] lr: 3.087e-02, eta: 1 day, 19:28:49, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7227, loss_cls: 2.2164, loss: 2.2164, grad_norm: 3.1136 2021-07-12 21:14:34,224 - mmaction - INFO - Epoch [161][1180/1879] lr: 3.087e-02, eta: 1 day, 19:28:31, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.4930, top5_acc: 0.7270, loss_cls: 2.2445, loss: 2.2445, grad_norm: 3.1853 2021-07-12 21:14:50,879 - mmaction - INFO - Epoch [161][1200/1879] lr: 3.087e-02, eta: 1 day, 19:28:10, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7234, loss_cls: 2.2911, loss: 2.2911, grad_norm: 3.2739 2021-07-12 21:15:07,808 - mmaction - INFO - Epoch [161][1220/1879] lr: 3.087e-02, eta: 1 day, 19:27:51, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7305, loss_cls: 2.2340, loss: 2.2340, grad_norm: 3.1802 2021-07-12 21:15:24,519 - mmaction - INFO - Epoch [161][1240/1879] lr: 3.087e-02, eta: 1 day, 19:27:30, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7250, loss_cls: 2.2279, loss: 2.2279, grad_norm: 3.1640 2021-07-12 21:15:41,614 - mmaction - INFO - Epoch [161][1260/1879] lr: 3.087e-02, eta: 1 day, 19:27:11, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7230, loss_cls: 2.2568, loss: 2.2568, grad_norm: 3.2265 2021-07-12 21:15:58,296 - mmaction - INFO - Epoch [161][1280/1879] lr: 3.087e-02, eta: 1 day, 19:26:51, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7152, loss_cls: 2.2783, loss: 2.2783, grad_norm: 3.2334 2021-07-12 21:16:15,569 - mmaction - INFO - Epoch [161][1300/1879] lr: 3.087e-02, eta: 1 day, 19:26:32, time: 0.861, data_time: 0.007, memory: 6454, top1_acc: 0.4684, top5_acc: 0.7117, loss_cls: 2.2939, loss: 2.2939, grad_norm: 3.2042 2021-07-12 21:16:32,202 - mmaction - INFO - Epoch [161][1320/1879] lr: 3.087e-02, eta: 1 day, 19:26:12, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7258, loss_cls: 2.2656, loss: 2.2656, grad_norm: 3.1039 2021-07-12 21:16:48,810 - mmaction - INFO - Epoch [161][1340/1879] lr: 3.087e-02, eta: 1 day, 19:25:51, time: 0.825, data_time: 0.005, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7324, loss_cls: 2.2284, loss: 2.2284, grad_norm: 3.1757 2021-07-12 21:17:06,073 - mmaction - INFO - Epoch [161][1360/1879] lr: 3.087e-02, eta: 1 day, 19:25:33, time: 0.866, data_time: 0.010, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7176, loss_cls: 2.2398, loss: 2.2398, grad_norm: 3.2631 2021-07-12 21:17:23,032 - mmaction - INFO - Epoch [161][1380/1879] lr: 3.087e-02, eta: 1 day, 19:25:13, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7242, loss_cls: 2.2533, loss: 2.2533, grad_norm: 3.2129 2021-07-12 21:17:39,930 - mmaction - INFO - Epoch [161][1400/1879] lr: 3.087e-02, eta: 1 day, 19:24:54, time: 0.847, data_time: 0.007, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7273, loss_cls: 2.2161, loss: 2.2161, grad_norm: 3.1405 2021-07-12 21:17:56,706 - mmaction - INFO - Epoch [161][1420/1879] lr: 3.087e-02, eta: 1 day, 19:24:34, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7117, loss_cls: 2.2558, loss: 2.2558, grad_norm: 3.2388 2021-07-12 21:18:13,684 - mmaction - INFO - Epoch [161][1440/1879] lr: 3.087e-02, eta: 1 day, 19:24:14, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7270, loss_cls: 2.2357, loss: 2.2357, grad_norm: 3.1424 2021-07-12 21:18:30,507 - mmaction - INFO - Epoch [161][1460/1879] lr: 3.087e-02, eta: 1 day, 19:23:54, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7348, loss_cls: 2.2145, loss: 2.2145, grad_norm: 3.1280 2021-07-12 21:18:47,526 - mmaction - INFO - Epoch [161][1480/1879] lr: 3.087e-02, eta: 1 day, 19:23:35, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7320, loss_cls: 2.2347, loss: 2.2347, grad_norm: 3.1563 2021-07-12 21:19:04,061 - mmaction - INFO - Epoch [161][1500/1879] lr: 3.087e-02, eta: 1 day, 19:23:14, time: 0.827, data_time: 0.003, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7211, loss_cls: 2.2911, loss: 2.2911, grad_norm: 3.2246 2021-07-12 21:19:20,956 - mmaction - INFO - Epoch [161][1520/1879] lr: 3.087e-02, eta: 1 day, 19:22:55, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7270, loss_cls: 2.2287, loss: 2.2287, grad_norm: 3.2088 2021-07-12 21:19:38,055 - mmaction - INFO - Epoch [161][1540/1879] lr: 3.087e-02, eta: 1 day, 19:22:36, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2304, loss: 2.2304, grad_norm: 3.1728 2021-07-12 21:19:54,838 - mmaction - INFO - Epoch [161][1560/1879] lr: 3.087e-02, eta: 1 day, 19:22:15, time: 0.838, data_time: 0.007, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7176, loss_cls: 2.3265, loss: 2.3265, grad_norm: 3.2299 2021-07-12 21:20:11,950 - mmaction - INFO - Epoch [161][1580/1879] lr: 3.087e-02, eta: 1 day, 19:21:57, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7324, loss_cls: 2.1849, loss: 2.1849, grad_norm: 3.1317 2021-07-12 21:20:28,974 - mmaction - INFO - Epoch [161][1600/1879] lr: 3.087e-02, eta: 1 day, 19:21:37, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7184, loss_cls: 2.2727, loss: 2.2727, grad_norm: 3.1242 2021-07-12 21:20:46,005 - mmaction - INFO - Epoch [161][1620/1879] lr: 3.087e-02, eta: 1 day, 19:21:18, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7141, loss_cls: 2.2804, loss: 2.2804, grad_norm: 3.1798 2021-07-12 21:21:03,008 - mmaction - INFO - Epoch [161][1640/1879] lr: 3.087e-02, eta: 1 day, 19:20:59, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7355, loss_cls: 2.1513, loss: 2.1513, grad_norm: 3.1716 2021-07-12 21:21:19,888 - mmaction - INFO - Epoch [161][1660/1879] lr: 3.087e-02, eta: 1 day, 19:20:40, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7289, loss_cls: 2.2304, loss: 2.2304, grad_norm: 3.1588 2021-07-12 21:21:36,905 - mmaction - INFO - Epoch [161][1680/1879] lr: 3.087e-02, eta: 1 day, 19:20:20, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.4695, top5_acc: 0.7117, loss_cls: 2.3284, loss: 2.3284, grad_norm: 3.2320 2021-07-12 21:21:53,927 - mmaction - INFO - Epoch [161][1700/1879] lr: 3.087e-02, eta: 1 day, 19:20:01, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7199, loss_cls: 2.2444, loss: 2.2444, grad_norm: 3.2462 2021-07-12 21:22:10,645 - mmaction - INFO - Epoch [161][1720/1879] lr: 3.087e-02, eta: 1 day, 19:19:41, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7063, loss_cls: 2.3204, loss: 2.3204, grad_norm: 3.1865 2021-07-12 21:22:27,397 - mmaction - INFO - Epoch [161][1740/1879] lr: 3.087e-02, eta: 1 day, 19:19:21, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7312, loss_cls: 2.2220, loss: 2.2220, grad_norm: 3.0785 2021-07-12 21:22:44,484 - mmaction - INFO - Epoch [161][1760/1879] lr: 3.087e-02, eta: 1 day, 19:19:02, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7281, loss_cls: 2.2043, loss: 2.2043, grad_norm: 3.1353 2021-07-12 21:23:01,304 - mmaction - INFO - Epoch [161][1780/1879] lr: 3.087e-02, eta: 1 day, 19:18:42, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7191, loss_cls: 2.3016, loss: 2.3016, grad_norm: 3.2488 2021-07-12 21:23:18,282 - mmaction - INFO - Epoch [161][1800/1879] lr: 3.087e-02, eta: 1 day, 19:18:23, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7242, loss_cls: 2.2898, loss: 2.2898, grad_norm: 3.1720 2021-07-12 21:23:35,216 - mmaction - INFO - Epoch [161][1820/1879] lr: 3.087e-02, eta: 1 day, 19:18:03, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7504, loss_cls: 2.1325, loss: 2.1325, grad_norm: 3.1556 2021-07-12 21:23:52,109 - mmaction - INFO - Epoch [161][1840/1879] lr: 3.087e-02, eta: 1 day, 19:17:44, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7266, loss_cls: 2.2218, loss: 2.2218, grad_norm: 3.1805 2021-07-12 21:24:09,193 - mmaction - INFO - Epoch [161][1860/1879] lr: 3.087e-02, eta: 1 day, 19:17:25, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7113, loss_cls: 2.2703, loss: 2.2703, grad_norm: 3.1399 2021-07-12 21:25:54,171 - mmaction - INFO - Epoch [162][20/1879] lr: 3.030e-02, eta: 1 day, 19:20:09, time: 4.307, data_time: 3.283, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7301, loss_cls: 2.1731, loss: 2.1731, grad_norm: 3.2167 2021-07-12 21:26:10,675 - mmaction - INFO - Epoch [162][40/1879] lr: 3.030e-02, eta: 1 day, 19:19:47, time: 0.826, data_time: 0.005, memory: 6454, top1_acc: 0.5066, top5_acc: 0.7492, loss_cls: 2.1531, loss: 2.1531, grad_norm: 3.1723 2021-07-12 21:26:27,362 - mmaction - INFO - Epoch [162][60/1879] lr: 3.030e-02, eta: 1 day, 19:19:27, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7418, loss_cls: 2.1672, loss: 2.1672, grad_norm: 3.2860 2021-07-12 21:26:44,089 - mmaction - INFO - Epoch [162][80/1879] lr: 3.030e-02, eta: 1 day, 19:19:06, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7234, loss_cls: 2.2511, loss: 2.2511, grad_norm: 3.3204 2021-07-12 21:27:00,825 - mmaction - INFO - Epoch [162][100/1879] lr: 3.030e-02, eta: 1 day, 19:18:46, time: 0.837, data_time: 0.008, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7102, loss_cls: 2.2969, loss: 2.2969, grad_norm: 3.2182 2021-07-12 21:27:17,561 - mmaction - INFO - Epoch [162][120/1879] lr: 3.030e-02, eta: 1 day, 19:18:26, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7273, loss_cls: 2.2221, loss: 2.2221, grad_norm: 3.2034 2021-07-12 21:27:34,321 - mmaction - INFO - Epoch [162][140/1879] lr: 3.030e-02, eta: 1 day, 19:18:06, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7180, loss_cls: 2.2266, loss: 2.2266, grad_norm: 3.2229 2021-07-12 21:27:51,563 - mmaction - INFO - Epoch [162][160/1879] lr: 3.030e-02, eta: 1 day, 19:17:47, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7340, loss_cls: 2.1744, loss: 2.1744, grad_norm: 3.2524 2021-07-12 21:28:08,472 - mmaction - INFO - Epoch [162][180/1879] lr: 3.030e-02, eta: 1 day, 19:17:27, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7293, loss_cls: 2.2567, loss: 2.2567, grad_norm: 3.2602 2021-07-12 21:28:25,291 - mmaction - INFO - Epoch [162][200/1879] lr: 3.030e-02, eta: 1 day, 19:17:08, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7297, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.1106 2021-07-12 21:28:42,230 - mmaction - INFO - Epoch [162][220/1879] lr: 3.030e-02, eta: 1 day, 19:16:48, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4980, top5_acc: 0.7379, loss_cls: 2.1642, loss: 2.1642, grad_norm: 3.1628 2021-07-12 21:28:59,235 - mmaction - INFO - Epoch [162][240/1879] lr: 3.030e-02, eta: 1 day, 19:16:29, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7340, loss_cls: 2.1960, loss: 2.1960, grad_norm: 3.1890 2021-07-12 21:29:16,165 - mmaction - INFO - Epoch [162][260/1879] lr: 3.030e-02, eta: 1 day, 19:16:09, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7262, loss_cls: 2.1979, loss: 2.1979, grad_norm: 3.1494 2021-07-12 21:29:32,991 - mmaction - INFO - Epoch [162][280/1879] lr: 3.030e-02, eta: 1 day, 19:15:49, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7199, loss_cls: 2.2492, loss: 2.2492, grad_norm: 3.2532 2021-07-12 21:29:50,194 - mmaction - INFO - Epoch [162][300/1879] lr: 3.030e-02, eta: 1 day, 19:15:31, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7215, loss_cls: 2.2783, loss: 2.2783, grad_norm: 3.2044 2021-07-12 21:30:07,207 - mmaction - INFO - Epoch [162][320/1879] lr: 3.030e-02, eta: 1 day, 19:15:11, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7312, loss_cls: 2.2021, loss: 2.2021, grad_norm: 3.1397 2021-07-12 21:30:24,210 - mmaction - INFO - Epoch [162][340/1879] lr: 3.030e-02, eta: 1 day, 19:14:52, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7336, loss_cls: 2.2040, loss: 2.2040, grad_norm: 3.1403 2021-07-12 21:30:41,363 - mmaction - INFO - Epoch [162][360/1879] lr: 3.030e-02, eta: 1 day, 19:14:33, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.4980, top5_acc: 0.7293, loss_cls: 2.2059, loss: 2.2059, grad_norm: 3.1858 2021-07-12 21:30:58,455 - mmaction - INFO - Epoch [162][380/1879] lr: 3.030e-02, eta: 1 day, 19:14:15, time: 0.858, data_time: 0.008, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7305, loss_cls: 2.2177, loss: 2.2177, grad_norm: 3.2274 2021-07-12 21:31:15,046 - mmaction - INFO - Epoch [162][400/1879] lr: 3.030e-02, eta: 1 day, 19:13:54, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7273, loss_cls: 2.2198, loss: 2.2198, grad_norm: 3.1852 2021-07-12 21:31:32,112 - mmaction - INFO - Epoch [162][420/1879] lr: 3.030e-02, eta: 1 day, 19:13:35, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7340, loss_cls: 2.2459, loss: 2.2459, grad_norm: 3.2751 2021-07-12 21:31:49,113 - mmaction - INFO - Epoch [162][440/1879] lr: 3.030e-02, eta: 1 day, 19:13:16, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7324, loss_cls: 2.2014, loss: 2.2014, grad_norm: 3.2260 2021-07-12 21:32:05,959 - mmaction - INFO - Epoch [162][460/1879] lr: 3.030e-02, eta: 1 day, 19:12:56, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7195, loss_cls: 2.2266, loss: 2.2266, grad_norm: 3.2424 2021-07-12 21:32:23,233 - mmaction - INFO - Epoch [162][480/1879] lr: 3.030e-02, eta: 1 day, 19:12:38, time: 0.863, data_time: 0.004, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7504, loss_cls: 2.1373, loss: 2.1373, grad_norm: 3.2011 2021-07-12 21:32:40,333 - mmaction - INFO - Epoch [162][500/1879] lr: 3.030e-02, eta: 1 day, 19:12:19, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7418, loss_cls: 2.1967, loss: 2.1967, grad_norm: 3.2241 2021-07-12 21:32:57,201 - mmaction - INFO - Epoch [162][520/1879] lr: 3.030e-02, eta: 1 day, 19:11:59, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7258, loss_cls: 2.2177, loss: 2.2177, grad_norm: 3.2098 2021-07-12 21:33:14,184 - mmaction - INFO - Epoch [162][540/1879] lr: 3.030e-02, eta: 1 day, 19:11:40, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7309, loss_cls: 2.1689, loss: 2.1689, grad_norm: 3.1457 2021-07-12 21:33:31,099 - mmaction - INFO - Epoch [162][560/1879] lr: 3.030e-02, eta: 1 day, 19:11:20, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4852, top5_acc: 0.7207, loss_cls: 2.2474, loss: 2.2474, grad_norm: 3.2082 2021-07-12 21:33:48,104 - mmaction - INFO - Epoch [162][580/1879] lr: 3.030e-02, eta: 1 day, 19:11:01, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.1607, loss: 2.1607, grad_norm: 3.1953 2021-07-12 21:34:05,094 - mmaction - INFO - Epoch [162][600/1879] lr: 3.030e-02, eta: 1 day, 19:10:42, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7289, loss_cls: 2.2438, loss: 2.2438, grad_norm: 3.2973 2021-07-12 21:34:22,020 - mmaction - INFO - Epoch [162][620/1879] lr: 3.030e-02, eta: 1 day, 19:10:22, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7465, loss_cls: 2.1366, loss: 2.1366, grad_norm: 3.1468 2021-07-12 21:34:38,891 - mmaction - INFO - Epoch [162][640/1879] lr: 3.030e-02, eta: 1 day, 19:10:02, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7172, loss_cls: 2.2626, loss: 2.2626, grad_norm: 3.2670 2021-07-12 21:34:55,685 - mmaction - INFO - Epoch [162][660/1879] lr: 3.030e-02, eta: 1 day, 19:09:42, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7312, loss_cls: 2.2189, loss: 2.2189, grad_norm: 3.2435 2021-07-12 21:35:12,951 - mmaction - INFO - Epoch [162][680/1879] lr: 3.030e-02, eta: 1 day, 19:09:24, time: 0.864, data_time: 0.004, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7133, loss_cls: 2.2694, loss: 2.2694, grad_norm: 3.2368 2021-07-12 21:35:29,782 - mmaction - INFO - Epoch [162][700/1879] lr: 3.030e-02, eta: 1 day, 19:09:04, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7254, loss_cls: 2.2445, loss: 2.2445, grad_norm: 3.2428 2021-07-12 21:35:47,031 - mmaction - INFO - Epoch [162][720/1879] lr: 3.030e-02, eta: 1 day, 19:08:46, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7141, loss_cls: 2.2793, loss: 2.2793, grad_norm: 3.3944 2021-07-12 21:36:03,813 - mmaction - INFO - Epoch [162][740/1879] lr: 3.030e-02, eta: 1 day, 19:08:26, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7230, loss_cls: 2.2631, loss: 2.2631, grad_norm: 3.2528 2021-07-12 21:36:20,796 - mmaction - INFO - Epoch [162][760/1879] lr: 3.030e-02, eta: 1 day, 19:08:06, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7402, loss_cls: 2.1835, loss: 2.1835, grad_norm: 3.2260 2021-07-12 21:36:37,815 - mmaction - INFO - Epoch [162][780/1879] lr: 3.030e-02, eta: 1 day, 19:07:47, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7359, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.1466 2021-07-12 21:36:54,508 - mmaction - INFO - Epoch [162][800/1879] lr: 3.030e-02, eta: 1 day, 19:07:27, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7273, loss_cls: 2.2307, loss: 2.2307, grad_norm: 3.2223 2021-07-12 21:37:11,748 - mmaction - INFO - Epoch [162][820/1879] lr: 3.030e-02, eta: 1 day, 19:07:09, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7285, loss_cls: 2.1874, loss: 2.1874, grad_norm: 3.1816 2021-07-12 21:37:28,619 - mmaction - INFO - Epoch [162][840/1879] lr: 3.030e-02, eta: 1 day, 19:06:49, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7441, loss_cls: 2.1646, loss: 2.1646, grad_norm: 3.2281 2021-07-12 21:37:45,599 - mmaction - INFO - Epoch [162][860/1879] lr: 3.030e-02, eta: 1 day, 19:06:30, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7316, loss_cls: 2.2115, loss: 2.2115, grad_norm: 3.2027 2021-07-12 21:38:02,441 - mmaction - INFO - Epoch [162][880/1879] lr: 3.030e-02, eta: 1 day, 19:06:10, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7324, loss_cls: 2.2079, loss: 2.2079, grad_norm: 3.2249 2021-07-12 21:38:19,355 - mmaction - INFO - Epoch [162][900/1879] lr: 3.030e-02, eta: 1 day, 19:05:50, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7332, loss_cls: 2.1562, loss: 2.1562, grad_norm: 3.1806 2021-07-12 21:38:35,953 - mmaction - INFO - Epoch [162][920/1879] lr: 3.030e-02, eta: 1 day, 19:05:30, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1441, loss: 2.1441, grad_norm: 3.1894 2021-07-12 21:38:52,864 - mmaction - INFO - Epoch [162][940/1879] lr: 3.030e-02, eta: 1 day, 19:05:10, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7246, loss_cls: 2.2438, loss: 2.2438, grad_norm: 3.2497 2021-07-12 21:39:09,688 - mmaction - INFO - Epoch [162][960/1879] lr: 3.030e-02, eta: 1 day, 19:04:50, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7223, loss_cls: 2.2899, loss: 2.2899, grad_norm: 3.2639 2021-07-12 21:39:26,755 - mmaction - INFO - Epoch [162][980/1879] lr: 3.030e-02, eta: 1 day, 19:04:31, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7309, loss_cls: 2.2263, loss: 2.2263, grad_norm: 3.2295 2021-07-12 21:39:43,570 - mmaction - INFO - Epoch [162][1000/1879] lr: 3.030e-02, eta: 1 day, 19:04:11, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7230, loss_cls: 2.2488, loss: 2.2488, grad_norm: 3.1795 2021-07-12 21:40:00,415 - mmaction - INFO - Epoch [162][1020/1879] lr: 3.030e-02, eta: 1 day, 19:03:52, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7246, loss_cls: 2.2277, loss: 2.2277, grad_norm: 3.1900 2021-07-12 21:40:17,466 - mmaction - INFO - Epoch [162][1040/1879] lr: 3.030e-02, eta: 1 day, 19:03:32, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7137, loss_cls: 2.2877, loss: 2.2877, grad_norm: 3.1891 2021-07-12 21:40:34,659 - mmaction - INFO - Epoch [162][1060/1879] lr: 3.030e-02, eta: 1 day, 19:03:14, time: 0.863, data_time: 0.007, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7281, loss_cls: 2.2648, loss: 2.2648, grad_norm: 3.1897 2021-07-12 21:40:51,460 - mmaction - INFO - Epoch [162][1080/1879] lr: 3.030e-02, eta: 1 day, 19:02:54, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7227, loss_cls: 2.2453, loss: 2.2453, grad_norm: 3.1975 2021-07-12 21:41:08,374 - mmaction - INFO - Epoch [162][1100/1879] lr: 3.030e-02, eta: 1 day, 19:02:34, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7297, loss_cls: 2.2521, loss: 2.2521, grad_norm: 3.2620 2021-07-12 21:41:25,183 - mmaction - INFO - Epoch [162][1120/1879] lr: 3.030e-02, eta: 1 day, 19:02:14, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7219, loss_cls: 2.2401, loss: 2.2401, grad_norm: 3.2067 2021-07-12 21:41:41,872 - mmaction - INFO - Epoch [162][1140/1879] lr: 3.030e-02, eta: 1 day, 19:01:54, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.4930, top5_acc: 0.7297, loss_cls: 2.2636, loss: 2.2636, grad_norm: 3.2909 2021-07-12 21:41:58,909 - mmaction - INFO - Epoch [162][1160/1879] lr: 3.030e-02, eta: 1 day, 19:01:35, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7254, loss_cls: 2.2669, loss: 2.2669, grad_norm: 3.1928 2021-07-12 21:42:15,726 - mmaction - INFO - Epoch [162][1180/1879] lr: 3.030e-02, eta: 1 day, 19:01:15, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7219, loss_cls: 2.2493, loss: 2.2493, grad_norm: 3.2116 2021-07-12 21:42:32,562 - mmaction - INFO - Epoch [162][1200/1879] lr: 3.030e-02, eta: 1 day, 19:00:56, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7191, loss_cls: 2.2795, loss: 2.2795, grad_norm: 3.1755 2021-07-12 21:42:49,559 - mmaction - INFO - Epoch [162][1220/1879] lr: 3.030e-02, eta: 1 day, 19:00:36, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7402, loss_cls: 2.1635, loss: 2.1635, grad_norm: 3.1489 2021-07-12 21:43:06,583 - mmaction - INFO - Epoch [162][1240/1879] lr: 3.030e-02, eta: 1 day, 19:00:17, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7363, loss_cls: 2.2447, loss: 2.2447, grad_norm: 3.2311 2021-07-12 21:43:23,573 - mmaction - INFO - Epoch [162][1260/1879] lr: 3.030e-02, eta: 1 day, 18:59:58, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4723, top5_acc: 0.7305, loss_cls: 2.2335, loss: 2.2335, grad_norm: 3.2376 2021-07-12 21:43:40,552 - mmaction - INFO - Epoch [162][1280/1879] lr: 3.030e-02, eta: 1 day, 18:59:39, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7273, loss_cls: 2.2369, loss: 2.2369, grad_norm: 3.2625 2021-07-12 21:43:57,255 - mmaction - INFO - Epoch [162][1300/1879] lr: 3.030e-02, eta: 1 day, 18:59:19, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7270, loss_cls: 2.2591, loss: 2.2591, grad_norm: 3.2205 2021-07-12 21:44:14,413 - mmaction - INFO - Epoch [162][1320/1879] lr: 3.030e-02, eta: 1 day, 18:59:00, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7137, loss_cls: 2.2906, loss: 2.2906, grad_norm: 3.1783 2021-07-12 21:44:31,462 - mmaction - INFO - Epoch [162][1340/1879] lr: 3.030e-02, eta: 1 day, 18:58:41, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4730, top5_acc: 0.6902, loss_cls: 2.3730, loss: 2.3730, grad_norm: 3.2198 2021-07-12 21:44:48,382 - mmaction - INFO - Epoch [162][1360/1879] lr: 3.030e-02, eta: 1 day, 18:58:21, time: 0.848, data_time: 0.007, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7180, loss_cls: 2.2595, loss: 2.2595, grad_norm: 3.1902 2021-07-12 21:45:05,485 - mmaction - INFO - Epoch [162][1380/1879] lr: 3.030e-02, eta: 1 day, 18:58:02, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7234, loss_cls: 2.2549, loss: 2.2549, grad_norm: 3.2964 2021-07-12 21:45:22,696 - mmaction - INFO - Epoch [162][1400/1879] lr: 3.030e-02, eta: 1 day, 18:57:44, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7246, loss_cls: 2.2261, loss: 2.2261, grad_norm: 3.1849 2021-07-12 21:45:39,732 - mmaction - INFO - Epoch [162][1420/1879] lr: 3.030e-02, eta: 1 day, 18:57:25, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7164, loss_cls: 2.2718, loss: 2.2718, grad_norm: 3.1962 2021-07-12 21:45:56,953 - mmaction - INFO - Epoch [162][1440/1879] lr: 3.030e-02, eta: 1 day, 18:57:07, time: 0.862, data_time: 0.006, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7301, loss_cls: 2.1995, loss: 2.1995, grad_norm: 3.0770 2021-07-12 21:46:13,937 - mmaction - INFO - Epoch [162][1460/1879] lr: 3.030e-02, eta: 1 day, 18:56:48, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7297, loss_cls: 2.2182, loss: 2.2182, grad_norm: 3.1434 2021-07-12 21:46:30,600 - mmaction - INFO - Epoch [162][1480/1879] lr: 3.030e-02, eta: 1 day, 18:56:27, time: 0.832, data_time: 0.006, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7230, loss_cls: 2.2373, loss: 2.2373, grad_norm: 3.1530 2021-07-12 21:46:47,610 - mmaction - INFO - Epoch [162][1500/1879] lr: 3.030e-02, eta: 1 day, 18:56:08, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7270, loss_cls: 2.1921, loss: 2.1921, grad_norm: 3.1998 2021-07-12 21:47:04,735 - mmaction - INFO - Epoch [162][1520/1879] lr: 3.030e-02, eta: 1 day, 18:55:49, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7199, loss_cls: 2.2688, loss: 2.2688, grad_norm: 3.1889 2021-07-12 21:47:21,565 - mmaction - INFO - Epoch [162][1540/1879] lr: 3.030e-02, eta: 1 day, 18:55:30, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7312, loss_cls: 2.2010, loss: 2.2010, grad_norm: 3.1401 2021-07-12 21:47:38,726 - mmaction - INFO - Epoch [162][1560/1879] lr: 3.030e-02, eta: 1 day, 18:55:11, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7328, loss_cls: 2.2206, loss: 2.2206, grad_norm: 3.1948 2021-07-12 21:47:56,008 - mmaction - INFO - Epoch [162][1580/1879] lr: 3.030e-02, eta: 1 day, 18:54:53, time: 0.863, data_time: 0.006, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7223, loss_cls: 2.2233, loss: 2.2233, grad_norm: 3.2165 2021-07-12 21:48:12,939 - mmaction - INFO - Epoch [162][1600/1879] lr: 3.030e-02, eta: 1 day, 18:54:33, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7215, loss_cls: 2.2732, loss: 2.2732, grad_norm: 3.2552 2021-07-12 21:48:29,693 - mmaction - INFO - Epoch [162][1620/1879] lr: 3.030e-02, eta: 1 day, 18:54:13, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7262, loss_cls: 2.2415, loss: 2.2415, grad_norm: 3.2494 2021-07-12 21:48:46,853 - mmaction - INFO - Epoch [162][1640/1879] lr: 3.030e-02, eta: 1 day, 18:53:55, time: 0.856, data_time: 0.001, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7273, loss_cls: 2.2546, loss: 2.2546, grad_norm: 3.2980 2021-07-12 21:49:03,847 - mmaction - INFO - Epoch [162][1660/1879] lr: 3.030e-02, eta: 1 day, 18:53:36, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7289, loss_cls: 2.2633, loss: 2.2633, grad_norm: 3.2050 2021-07-12 21:49:20,839 - mmaction - INFO - Epoch [162][1680/1879] lr: 3.030e-02, eta: 1 day, 18:53:16, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7359, loss_cls: 2.1956, loss: 2.1956, grad_norm: 3.2282 2021-07-12 21:49:37,936 - mmaction - INFO - Epoch [162][1700/1879] lr: 3.030e-02, eta: 1 day, 18:52:58, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7406, loss_cls: 2.1711, loss: 2.1711, grad_norm: 3.1569 2021-07-12 21:49:54,954 - mmaction - INFO - Epoch [162][1720/1879] lr: 3.030e-02, eta: 1 day, 18:52:39, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7156, loss_cls: 2.2430, loss: 2.2430, grad_norm: 3.2445 2021-07-12 21:50:12,154 - mmaction - INFO - Epoch [162][1740/1879] lr: 3.030e-02, eta: 1 day, 18:52:20, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7219, loss_cls: 2.2664, loss: 2.2664, grad_norm: 3.2238 2021-07-12 21:50:29,098 - mmaction - INFO - Epoch [162][1760/1879] lr: 3.030e-02, eta: 1 day, 18:52:01, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7363, loss_cls: 2.1929, loss: 2.1929, grad_norm: 3.2694 2021-07-12 21:50:46,061 - mmaction - INFO - Epoch [162][1780/1879] lr: 3.030e-02, eta: 1 day, 18:51:42, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7160, loss_cls: 2.2485, loss: 2.2485, grad_norm: 3.2705 2021-07-12 21:51:03,113 - mmaction - INFO - Epoch [162][1800/1879] lr: 3.030e-02, eta: 1 day, 18:51:23, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7309, loss_cls: 2.2094, loss: 2.2094, grad_norm: 3.2296 2021-07-12 21:51:20,010 - mmaction - INFO - Epoch [162][1820/1879] lr: 3.030e-02, eta: 1 day, 18:51:03, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7219, loss_cls: 2.2539, loss: 2.2539, grad_norm: 3.2926 2021-07-12 21:51:37,229 - mmaction - INFO - Epoch [162][1840/1879] lr: 3.030e-02, eta: 1 day, 18:50:45, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7340, loss_cls: 2.2178, loss: 2.2178, grad_norm: 3.1298 2021-07-12 21:51:53,880 - mmaction - INFO - Epoch [162][1860/1879] lr: 3.030e-02, eta: 1 day, 18:50:24, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.4805, top5_acc: 0.7254, loss_cls: 2.2268, loss: 2.2268, grad_norm: 3.2573 2021-07-12 21:53:44,364 - mmaction - INFO - Epoch [163][20/1879] lr: 2.974e-02, eta: 1 day, 18:53:11, time: 4.477, data_time: 3.410, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7195, loss_cls: 2.2266, loss: 2.2266, grad_norm: 3.1231 2021-07-12 21:54:00,979 - mmaction - INFO - Epoch [163][40/1879] lr: 2.974e-02, eta: 1 day, 18:52:50, time: 0.829, data_time: 0.007, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1872, loss: 2.1872, grad_norm: 3.1786 2021-07-12 21:54:17,552 - mmaction - INFO - Epoch [163][60/1879] lr: 2.974e-02, eta: 1 day, 18:52:29, time: 0.828, data_time: 0.002, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7266, loss_cls: 2.2187, loss: 2.2187, grad_norm: 3.2577 2021-07-12 21:54:34,218 - mmaction - INFO - Epoch [163][80/1879] lr: 2.974e-02, eta: 1 day, 18:52:09, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7348, loss_cls: 2.1588, loss: 2.1588, grad_norm: 3.1769 2021-07-12 21:54:50,879 - mmaction - INFO - Epoch [163][100/1879] lr: 2.974e-02, eta: 1 day, 18:51:49, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7266, loss_cls: 2.2338, loss: 2.2338, grad_norm: 3.2659 2021-07-12 21:55:07,457 - mmaction - INFO - Epoch [163][120/1879] lr: 2.974e-02, eta: 1 day, 18:51:28, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7035, loss_cls: 2.3082, loss: 2.3082, grad_norm: 3.3446 2021-07-12 21:55:24,402 - mmaction - INFO - Epoch [163][140/1879] lr: 2.974e-02, eta: 1 day, 18:51:08, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7191, loss_cls: 2.2412, loss: 2.2412, grad_norm: 3.1747 2021-07-12 21:55:41,085 - mmaction - INFO - Epoch [163][160/1879] lr: 2.974e-02, eta: 1 day, 18:50:48, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7332, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.2064 2021-07-12 21:55:58,174 - mmaction - INFO - Epoch [163][180/1879] lr: 2.974e-02, eta: 1 day, 18:50:29, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7281, loss_cls: 2.2105, loss: 2.2105, grad_norm: 3.2555 2021-07-12 21:56:15,193 - mmaction - INFO - Epoch [163][200/1879] lr: 2.974e-02, eta: 1 day, 18:50:10, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7141, loss_cls: 2.2440, loss: 2.2440, grad_norm: 3.2459 2021-07-12 21:56:32,029 - mmaction - INFO - Epoch [163][220/1879] lr: 2.974e-02, eta: 1 day, 18:49:50, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.4961, top5_acc: 0.7258, loss_cls: 2.2225, loss: 2.2225, grad_norm: 3.2466 2021-07-12 21:56:49,264 - mmaction - INFO - Epoch [163][240/1879] lr: 2.974e-02, eta: 1 day, 18:49:32, time: 0.864, data_time: 0.005, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7250, loss_cls: 2.1994, loss: 2.1994, grad_norm: 3.2431 2021-07-12 21:57:06,225 - mmaction - INFO - Epoch [163][260/1879] lr: 2.974e-02, eta: 1 day, 18:49:12, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7332, loss_cls: 2.1952, loss: 2.1952, grad_norm: 3.2120 2021-07-12 21:57:23,201 - mmaction - INFO - Epoch [163][280/1879] lr: 2.974e-02, eta: 1 day, 18:48:53, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7309, loss_cls: 2.2353, loss: 2.2353, grad_norm: 3.2325 2021-07-12 21:57:39,973 - mmaction - INFO - Epoch [163][300/1879] lr: 2.974e-02, eta: 1 day, 18:48:33, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.4789, top5_acc: 0.7273, loss_cls: 2.2316, loss: 2.2316, grad_norm: 3.2594 2021-07-12 21:57:57,182 - mmaction - INFO - Epoch [163][320/1879] lr: 2.974e-02, eta: 1 day, 18:48:14, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7258, loss_cls: 2.2350, loss: 2.2350, grad_norm: 3.1991 2021-07-12 21:58:14,103 - mmaction - INFO - Epoch [163][340/1879] lr: 2.974e-02, eta: 1 day, 18:47:55, time: 0.847, data_time: 0.008, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7430, loss_cls: 2.1762, loss: 2.1762, grad_norm: 3.2617 2021-07-12 21:58:30,817 - mmaction - INFO - Epoch [163][360/1879] lr: 2.974e-02, eta: 1 day, 18:47:35, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7262, loss_cls: 2.2184, loss: 2.2184, grad_norm: 3.1582 2021-07-12 21:58:47,946 - mmaction - INFO - Epoch [163][380/1879] lr: 2.974e-02, eta: 1 day, 18:47:16, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7324, loss_cls: 2.1985, loss: 2.1985, grad_norm: 3.1641 2021-07-12 21:59:04,815 - mmaction - INFO - Epoch [163][400/1879] lr: 2.974e-02, eta: 1 day, 18:46:57, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4738, top5_acc: 0.7191, loss_cls: 2.2832, loss: 2.2832, grad_norm: 3.2669 2021-07-12 21:59:21,768 - mmaction - INFO - Epoch [163][420/1879] lr: 2.974e-02, eta: 1 day, 18:46:37, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7293, loss_cls: 2.2411, loss: 2.2411, grad_norm: 3.2379 2021-07-12 21:59:38,617 - mmaction - INFO - Epoch [163][440/1879] lr: 2.974e-02, eta: 1 day, 18:46:17, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7504, loss_cls: 2.0984, loss: 2.0984, grad_norm: 3.1977 2021-07-12 21:59:55,227 - mmaction - INFO - Epoch [163][460/1879] lr: 2.974e-02, eta: 1 day, 18:45:57, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7402, loss_cls: 2.1473, loss: 2.1473, grad_norm: 3.1818 2021-07-12 22:00:12,129 - mmaction - INFO - Epoch [163][480/1879] lr: 2.974e-02, eta: 1 day, 18:45:37, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7234, loss_cls: 2.2236, loss: 2.2236, grad_norm: 3.2338 2021-07-12 22:00:29,148 - mmaction - INFO - Epoch [163][500/1879] lr: 2.974e-02, eta: 1 day, 18:45:18, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7340, loss_cls: 2.1912, loss: 2.1912, grad_norm: 3.2230 2021-07-12 22:00:45,842 - mmaction - INFO - Epoch [163][520/1879] lr: 2.974e-02, eta: 1 day, 18:44:58, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7262, loss_cls: 2.2113, loss: 2.2113, grad_norm: 3.2458 2021-07-12 22:01:02,712 - mmaction - INFO - Epoch [163][540/1879] lr: 2.974e-02, eta: 1 day, 18:44:38, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7223, loss_cls: 2.2677, loss: 2.2677, grad_norm: 3.3327 2021-07-12 22:01:19,715 - mmaction - INFO - Epoch [163][560/1879] lr: 2.974e-02, eta: 1 day, 18:44:19, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7152, loss_cls: 2.2947, loss: 2.2947, grad_norm: 3.2622 2021-07-12 22:01:36,840 - mmaction - INFO - Epoch [163][580/1879] lr: 2.974e-02, eta: 1 day, 18:44:00, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7316, loss_cls: 2.1799, loss: 2.1799, grad_norm: 3.1596 2021-07-12 22:01:53,921 - mmaction - INFO - Epoch [163][600/1879] lr: 2.974e-02, eta: 1 day, 18:43:41, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7199, loss_cls: 2.2295, loss: 2.2295, grad_norm: 3.1760 2021-07-12 22:02:10,917 - mmaction - INFO - Epoch [163][620/1879] lr: 2.974e-02, eta: 1 day, 18:43:22, time: 0.851, data_time: 0.008, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7324, loss_cls: 2.2252, loss: 2.2252, grad_norm: 3.1659 2021-07-12 22:02:27,501 - mmaction - INFO - Epoch [163][640/1879] lr: 2.974e-02, eta: 1 day, 18:43:02, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7273, loss_cls: 2.2239, loss: 2.2239, grad_norm: 3.3468 2021-07-12 22:02:44,466 - mmaction - INFO - Epoch [163][660/1879] lr: 2.974e-02, eta: 1 day, 18:42:42, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7340, loss_cls: 2.2096, loss: 2.2096, grad_norm: 3.2493 2021-07-12 22:03:01,411 - mmaction - INFO - Epoch [163][680/1879] lr: 2.974e-02, eta: 1 day, 18:42:23, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7164, loss_cls: 2.2346, loss: 2.2346, grad_norm: 3.1701 2021-07-12 22:03:18,260 - mmaction - INFO - Epoch [163][700/1879] lr: 2.974e-02, eta: 1 day, 18:42:03, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7434, loss_cls: 2.1561, loss: 2.1561, grad_norm: 3.1952 2021-07-12 22:03:34,904 - mmaction - INFO - Epoch [163][720/1879] lr: 2.974e-02, eta: 1 day, 18:41:43, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7262, loss_cls: 2.2232, loss: 2.2232, grad_norm: 3.2436 2021-07-12 22:03:51,544 - mmaction - INFO - Epoch [163][740/1879] lr: 2.974e-02, eta: 1 day, 18:41:22, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7414, loss_cls: 2.1533, loss: 2.1533, grad_norm: 3.1618 2021-07-12 22:04:08,663 - mmaction - INFO - Epoch [163][760/1879] lr: 2.974e-02, eta: 1 day, 18:41:04, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1927, loss: 2.1927, grad_norm: 3.2151 2021-07-12 22:04:25,645 - mmaction - INFO - Epoch [163][780/1879] lr: 2.974e-02, eta: 1 day, 18:40:45, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7324, loss_cls: 2.1702, loss: 2.1702, grad_norm: 3.1870 2021-07-12 22:04:42,277 - mmaction - INFO - Epoch [163][800/1879] lr: 2.974e-02, eta: 1 day, 18:40:24, time: 0.831, data_time: 0.001, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7316, loss_cls: 2.1904, loss: 2.1904, grad_norm: 3.2498 2021-07-12 22:04:59,159 - mmaction - INFO - Epoch [163][820/1879] lr: 2.974e-02, eta: 1 day, 18:40:04, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7230, loss_cls: 2.2119, loss: 2.2119, grad_norm: 3.2111 2021-07-12 22:05:16,107 - mmaction - INFO - Epoch [163][840/1879] lr: 2.974e-02, eta: 1 day, 18:39:45, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7301, loss_cls: 2.1935, loss: 2.1935, grad_norm: 3.2551 2021-07-12 22:05:32,798 - mmaction - INFO - Epoch [163][860/1879] lr: 2.974e-02, eta: 1 day, 18:39:25, time: 0.838, data_time: 0.007, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7320, loss_cls: 2.2405, loss: 2.2405, grad_norm: 3.2774 2021-07-12 22:05:49,681 - mmaction - INFO - Epoch [163][880/1879] lr: 2.974e-02, eta: 1 day, 18:39:05, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7215, loss_cls: 2.2406, loss: 2.2406, grad_norm: 3.3011 2021-07-12 22:06:06,506 - mmaction - INFO - Epoch [163][900/1879] lr: 2.974e-02, eta: 1 day, 18:38:45, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7137, loss_cls: 2.2576, loss: 2.2576, grad_norm: 3.2720 2021-07-12 22:06:23,526 - mmaction - INFO - Epoch [163][920/1879] lr: 2.974e-02, eta: 1 day, 18:38:26, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7277, loss_cls: 2.2264, loss: 2.2264, grad_norm: 3.1553 2021-07-12 22:06:40,544 - mmaction - INFO - Epoch [163][940/1879] lr: 2.974e-02, eta: 1 day, 18:38:07, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.4930, top5_acc: 0.7348, loss_cls: 2.2321, loss: 2.2321, grad_norm: 3.2362 2021-07-12 22:06:57,437 - mmaction - INFO - Epoch [163][960/1879] lr: 2.974e-02, eta: 1 day, 18:37:48, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4852, top5_acc: 0.7309, loss_cls: 2.2363, loss: 2.2363, grad_norm: 3.2861 2021-07-12 22:07:14,328 - mmaction - INFO - Epoch [163][980/1879] lr: 2.974e-02, eta: 1 day, 18:37:28, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7234, loss_cls: 2.2093, loss: 2.2093, grad_norm: 3.1833 2021-07-12 22:07:31,401 - mmaction - INFO - Epoch [163][1000/1879] lr: 2.974e-02, eta: 1 day, 18:37:09, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7160, loss_cls: 2.2266, loss: 2.2266, grad_norm: 3.2174 2021-07-12 22:07:48,392 - mmaction - INFO - Epoch [163][1020/1879] lr: 2.974e-02, eta: 1 day, 18:36:50, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4961, top5_acc: 0.7426, loss_cls: 2.1624, loss: 2.1624, grad_norm: 3.2116 2021-07-12 22:08:05,460 - mmaction - INFO - Epoch [163][1040/1879] lr: 2.974e-02, eta: 1 day, 18:36:31, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7223, loss_cls: 2.2372, loss: 2.2372, grad_norm: 3.1900 2021-07-12 22:08:22,741 - mmaction - INFO - Epoch [163][1060/1879] lr: 2.974e-02, eta: 1 day, 18:36:13, time: 0.862, data_time: 0.001, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7207, loss_cls: 2.2184, loss: 2.2184, grad_norm: 3.1844 2021-07-12 22:08:39,636 - mmaction - INFO - Epoch [163][1080/1879] lr: 2.974e-02, eta: 1 day, 18:35:54, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7168, loss_cls: 2.2413, loss: 2.2413, grad_norm: 3.2352 2021-07-12 22:08:56,670 - mmaction - INFO - Epoch [163][1100/1879] lr: 2.974e-02, eta: 1 day, 18:35:35, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7500, loss_cls: 2.1444, loss: 2.1444, grad_norm: 3.2009 2021-07-12 22:09:13,757 - mmaction - INFO - Epoch [163][1120/1879] lr: 2.974e-02, eta: 1 day, 18:35:16, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7254, loss_cls: 2.2404, loss: 2.2404, grad_norm: 3.3132 2021-07-12 22:09:30,649 - mmaction - INFO - Epoch [163][1140/1879] lr: 2.974e-02, eta: 1 day, 18:34:57, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7266, loss_cls: 2.2305, loss: 2.2305, grad_norm: 3.2925 2021-07-12 22:09:47,537 - mmaction - INFO - Epoch [163][1160/1879] lr: 2.974e-02, eta: 1 day, 18:34:37, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7215, loss_cls: 2.2561, loss: 2.2561, grad_norm: 3.3324 2021-07-12 22:10:04,156 - mmaction - INFO - Epoch [163][1180/1879] lr: 2.974e-02, eta: 1 day, 18:34:16, time: 0.831, data_time: 0.001, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7398, loss_cls: 2.2003, loss: 2.2003, grad_norm: 3.2343 2021-07-12 22:10:20,918 - mmaction - INFO - Epoch [163][1200/1879] lr: 2.974e-02, eta: 1 day, 18:33:56, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7414, loss_cls: 2.2118, loss: 2.2118, grad_norm: 3.2648 2021-07-12 22:10:38,089 - mmaction - INFO - Epoch [163][1220/1879] lr: 2.974e-02, eta: 1 day, 18:33:38, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7312, loss_cls: 2.2218, loss: 2.2218, grad_norm: 3.1597 2021-07-12 22:10:55,053 - mmaction - INFO - Epoch [163][1240/1879] lr: 2.974e-02, eta: 1 day, 18:33:19, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7301, loss_cls: 2.2421, loss: 2.2421, grad_norm: 3.2492 2021-07-12 22:11:12,391 - mmaction - INFO - Epoch [163][1260/1879] lr: 2.974e-02, eta: 1 day, 18:33:01, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7211, loss_cls: 2.2310, loss: 2.2310, grad_norm: 3.1979 2021-07-12 22:11:29,359 - mmaction - INFO - Epoch [163][1280/1879] lr: 2.974e-02, eta: 1 day, 18:32:41, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7328, loss_cls: 2.1962, loss: 2.1962, grad_norm: 3.2233 2021-07-12 22:11:46,049 - mmaction - INFO - Epoch [163][1300/1879] lr: 2.974e-02, eta: 1 day, 18:32:21, time: 0.837, data_time: 0.006, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7301, loss_cls: 2.2259, loss: 2.2259, grad_norm: 3.1949 2021-07-12 22:12:03,059 - mmaction - INFO - Epoch [163][1320/1879] lr: 2.974e-02, eta: 1 day, 18:32:02, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7184, loss_cls: 2.2459, loss: 2.2459, grad_norm: 3.2603 2021-07-12 22:12:19,859 - mmaction - INFO - Epoch [163][1340/1879] lr: 2.974e-02, eta: 1 day, 18:31:42, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4707, top5_acc: 0.7086, loss_cls: 2.3350, loss: 2.3350, grad_norm: 3.2945 2021-07-12 22:12:36,783 - mmaction - INFO - Epoch [163][1360/1879] lr: 2.974e-02, eta: 1 day, 18:31:23, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7258, loss_cls: 2.2225, loss: 2.2225, grad_norm: 3.2305 2021-07-12 22:12:53,644 - mmaction - INFO - Epoch [163][1380/1879] lr: 2.974e-02, eta: 1 day, 18:31:03, time: 0.842, data_time: 0.007, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7250, loss_cls: 2.1887, loss: 2.1887, grad_norm: 3.2234 2021-07-12 22:13:10,375 - mmaction - INFO - Epoch [163][1400/1879] lr: 2.974e-02, eta: 1 day, 18:30:44, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7289, loss_cls: 2.2116, loss: 2.2116, grad_norm: 3.2966 2021-07-12 22:13:27,459 - mmaction - INFO - Epoch [163][1420/1879] lr: 2.974e-02, eta: 1 day, 18:30:25, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.4852, top5_acc: 0.7297, loss_cls: 2.2635, loss: 2.2635, grad_norm: 3.2685 2021-07-12 22:13:44,545 - mmaction - INFO - Epoch [163][1440/1879] lr: 2.974e-02, eta: 1 day, 18:30:06, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7262, loss_cls: 2.2409, loss: 2.2409, grad_norm: 3.1820 2021-07-12 22:14:01,541 - mmaction - INFO - Epoch [163][1460/1879] lr: 2.974e-02, eta: 1 day, 18:29:47, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7316, loss_cls: 2.2310, loss: 2.2310, grad_norm: 3.2498 2021-07-12 22:14:18,348 - mmaction - INFO - Epoch [163][1480/1879] lr: 2.974e-02, eta: 1 day, 18:29:27, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7305, loss_cls: 2.2023, loss: 2.2023, grad_norm: 3.2380 2021-07-12 22:14:35,388 - mmaction - INFO - Epoch [163][1500/1879] lr: 2.974e-02, eta: 1 day, 18:29:08, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7223, loss_cls: 2.2426, loss: 2.2426, grad_norm: 3.2049 2021-07-12 22:14:52,410 - mmaction - INFO - Epoch [163][1520/1879] lr: 2.974e-02, eta: 1 day, 18:28:49, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7406, loss_cls: 2.1733, loss: 2.1733, grad_norm: 3.2053 2021-07-12 22:15:09,411 - mmaction - INFO - Epoch [163][1540/1879] lr: 2.974e-02, eta: 1 day, 18:28:30, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7227, loss_cls: 2.2194, loss: 2.2194, grad_norm: 3.2693 2021-07-12 22:15:26,387 - mmaction - INFO - Epoch [163][1560/1879] lr: 2.974e-02, eta: 1 day, 18:28:11, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7203, loss_cls: 2.2319, loss: 2.2319, grad_norm: 3.2560 2021-07-12 22:15:43,281 - mmaction - INFO - Epoch [163][1580/1879] lr: 2.974e-02, eta: 1 day, 18:27:51, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7195, loss_cls: 2.2451, loss: 2.2451, grad_norm: 3.3297 2021-07-12 22:16:00,395 - mmaction - INFO - Epoch [163][1600/1879] lr: 2.974e-02, eta: 1 day, 18:27:33, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7387, loss_cls: 2.2127, loss: 2.2127, grad_norm: 3.2012 2021-07-12 22:16:16,992 - mmaction - INFO - Epoch [163][1620/1879] lr: 2.974e-02, eta: 1 day, 18:27:12, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7371, loss_cls: 2.2035, loss: 2.2035, grad_norm: 3.2732 2021-07-12 22:16:33,969 - mmaction - INFO - Epoch [163][1640/1879] lr: 2.974e-02, eta: 1 day, 18:26:53, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7191, loss_cls: 2.3071, loss: 2.3071, grad_norm: 3.2821 2021-07-12 22:16:51,106 - mmaction - INFO - Epoch [163][1660/1879] lr: 2.974e-02, eta: 1 day, 18:26:34, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7363, loss_cls: 2.1936, loss: 2.1936, grad_norm: 3.2231 2021-07-12 22:17:08,156 - mmaction - INFO - Epoch [163][1680/1879] lr: 2.974e-02, eta: 1 day, 18:26:15, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7172, loss_cls: 2.2773, loss: 2.2773, grad_norm: 3.2081 2021-07-12 22:17:25,217 - mmaction - INFO - Epoch [163][1700/1879] lr: 2.974e-02, eta: 1 day, 18:25:57, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7063, loss_cls: 2.3427, loss: 2.3427, grad_norm: 3.2522 2021-07-12 22:17:41,977 - mmaction - INFO - Epoch [163][1720/1879] lr: 2.974e-02, eta: 1 day, 18:25:37, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7184, loss_cls: 2.2454, loss: 2.2454, grad_norm: 3.2118 2021-07-12 22:17:58,899 - mmaction - INFO - Epoch [163][1740/1879] lr: 2.974e-02, eta: 1 day, 18:25:17, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7258, loss_cls: 2.2373, loss: 2.2373, grad_norm: 3.1434 2021-07-12 22:18:15,703 - mmaction - INFO - Epoch [163][1760/1879] lr: 2.974e-02, eta: 1 day, 18:24:58, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4762, top5_acc: 0.7348, loss_cls: 2.2514, loss: 2.2514, grad_norm: 3.2242 2021-07-12 22:18:32,623 - mmaction - INFO - Epoch [163][1780/1879] lr: 2.974e-02, eta: 1 day, 18:24:38, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7230, loss_cls: 2.2594, loss: 2.2594, grad_norm: 3.2896 2021-07-12 22:18:49,545 - mmaction - INFO - Epoch [163][1800/1879] lr: 2.974e-02, eta: 1 day, 18:24:19, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7172, loss_cls: 2.2618, loss: 2.2618, grad_norm: 3.1919 2021-07-12 22:19:06,544 - mmaction - INFO - Epoch [163][1820/1879] lr: 2.974e-02, eta: 1 day, 18:24:00, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7215, loss_cls: 2.2507, loss: 2.2507, grad_norm: 3.2174 2021-07-12 22:19:23,519 - mmaction - INFO - Epoch [163][1840/1879] lr: 2.974e-02, eta: 1 day, 18:23:41, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7188, loss_cls: 2.2495, loss: 2.2495, grad_norm: 3.1824 2021-07-12 22:19:40,800 - mmaction - INFO - Epoch [163][1860/1879] lr: 2.974e-02, eta: 1 day, 18:23:23, time: 0.864, data_time: 0.002, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7266, loss_cls: 2.2300, loss: 2.2300, grad_norm: 3.2187 2021-07-12 22:21:10,734 - mmaction - INFO - Epoch [164][20/1879] lr: 2.918e-02, eta: 1 day, 18:25:00, time: 3.612, data_time: 2.713, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7375, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.2222 2021-07-12 22:21:27,241 - mmaction - INFO - Epoch [164][40/1879] lr: 2.918e-02, eta: 1 day, 18:24:39, time: 0.826, data_time: 0.006, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7242, loss_cls: 2.2546, loss: 2.2546, grad_norm: 3.2276 2021-07-12 22:21:43,754 - mmaction - INFO - Epoch [164][60/1879] lr: 2.918e-02, eta: 1 day, 18:24:18, time: 0.826, data_time: 0.002, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7402, loss_cls: 2.1623, loss: 2.1623, grad_norm: 3.2027 2021-07-12 22:22:00,555 - mmaction - INFO - Epoch [164][80/1879] lr: 2.918e-02, eta: 1 day, 18:23:59, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7195, loss_cls: 2.2694, loss: 2.2694, grad_norm: 3.3077 2021-07-12 22:22:17,374 - mmaction - INFO - Epoch [164][100/1879] lr: 2.918e-02, eta: 1 day, 18:23:39, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7242, loss_cls: 2.2187, loss: 2.2187, grad_norm: 3.1910 2021-07-12 22:22:34,007 - mmaction - INFO - Epoch [164][120/1879] lr: 2.918e-02, eta: 1 day, 18:23:18, time: 0.832, data_time: 0.002, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7348, loss_cls: 2.2318, loss: 2.2318, grad_norm: 3.2358 2021-07-12 22:22:50,947 - mmaction - INFO - Epoch [164][140/1879] lr: 2.918e-02, eta: 1 day, 18:22:59, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7312, loss_cls: 2.1999, loss: 2.1999, grad_norm: 3.2183 2021-07-12 22:23:07,801 - mmaction - INFO - Epoch [164][160/1879] lr: 2.918e-02, eta: 1 day, 18:22:39, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7395, loss_cls: 2.1882, loss: 2.1882, grad_norm: 3.2091 2021-07-12 22:23:24,838 - mmaction - INFO - Epoch [164][180/1879] lr: 2.918e-02, eta: 1 day, 18:22:21, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7145, loss_cls: 2.2557, loss: 2.2557, grad_norm: 3.2029 2021-07-12 22:23:41,624 - mmaction - INFO - Epoch [164][200/1879] lr: 2.918e-02, eta: 1 day, 18:22:01, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7246, loss_cls: 2.2603, loss: 2.2603, grad_norm: 3.1633 2021-07-12 22:23:58,610 - mmaction - INFO - Epoch [164][220/1879] lr: 2.918e-02, eta: 1 day, 18:21:42, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5117, top5_acc: 0.7293, loss_cls: 2.1724, loss: 2.1724, grad_norm: 3.1635 2021-07-12 22:24:15,421 - mmaction - INFO - Epoch [164][240/1879] lr: 2.918e-02, eta: 1 day, 18:21:22, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7332, loss_cls: 2.2355, loss: 2.2355, grad_norm: 3.3121 2021-07-12 22:24:32,259 - mmaction - INFO - Epoch [164][260/1879] lr: 2.918e-02, eta: 1 day, 18:21:02, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7305, loss_cls: 2.1607, loss: 2.1607, grad_norm: 3.2263 2021-07-12 22:24:49,019 - mmaction - INFO - Epoch [164][280/1879] lr: 2.918e-02, eta: 1 day, 18:20:42, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7355, loss_cls: 2.1785, loss: 2.1785, grad_norm: 3.2373 2021-07-12 22:25:05,871 - mmaction - INFO - Epoch [164][300/1879] lr: 2.918e-02, eta: 1 day, 18:20:23, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7277, loss_cls: 2.2284, loss: 2.2284, grad_norm: 3.2660 2021-07-12 22:25:22,569 - mmaction - INFO - Epoch [164][320/1879] lr: 2.918e-02, eta: 1 day, 18:20:03, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7211, loss_cls: 2.2456, loss: 2.2456, grad_norm: 3.2440 2021-07-12 22:25:39,392 - mmaction - INFO - Epoch [164][340/1879] lr: 2.918e-02, eta: 1 day, 18:19:43, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7402, loss_cls: 2.1754, loss: 2.1754, grad_norm: 3.2249 2021-07-12 22:25:56,554 - mmaction - INFO - Epoch [164][360/1879] lr: 2.918e-02, eta: 1 day, 18:19:24, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7324, loss_cls: 2.2185, loss: 2.2185, grad_norm: 3.2679 2021-07-12 22:26:13,525 - mmaction - INFO - Epoch [164][380/1879] lr: 2.918e-02, eta: 1 day, 18:19:05, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7227, loss_cls: 2.2277, loss: 2.2277, grad_norm: 3.1647 2021-07-12 22:26:30,568 - mmaction - INFO - Epoch [164][400/1879] lr: 2.918e-02, eta: 1 day, 18:18:46, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4961, top5_acc: 0.7234, loss_cls: 2.2200, loss: 2.2200, grad_norm: 3.1822 2021-07-12 22:26:47,393 - mmaction - INFO - Epoch [164][420/1879] lr: 2.918e-02, eta: 1 day, 18:18:26, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7188, loss_cls: 2.2572, loss: 2.2572, grad_norm: 3.2728 2021-07-12 22:27:04,198 - mmaction - INFO - Epoch [164][440/1879] lr: 2.918e-02, eta: 1 day, 18:18:07, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4781, top5_acc: 0.7273, loss_cls: 2.2518, loss: 2.2518, grad_norm: 3.3727 2021-07-12 22:27:20,981 - mmaction - INFO - Epoch [164][460/1879] lr: 2.918e-02, eta: 1 day, 18:17:47, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7156, loss_cls: 2.2749, loss: 2.2749, grad_norm: 3.3268 2021-07-12 22:27:38,014 - mmaction - INFO - Epoch [164][480/1879] lr: 2.918e-02, eta: 1 day, 18:17:28, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7461, loss_cls: 2.1296, loss: 2.1296, grad_norm: 3.1881 2021-07-12 22:27:55,018 - mmaction - INFO - Epoch [164][500/1879] lr: 2.918e-02, eta: 1 day, 18:17:09, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7332, loss_cls: 2.1761, loss: 2.1761, grad_norm: 3.2609 2021-07-12 22:28:12,130 - mmaction - INFO - Epoch [164][520/1879] lr: 2.918e-02, eta: 1 day, 18:16:50, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7438, loss_cls: 2.1488, loss: 2.1488, grad_norm: 3.2026 2021-07-12 22:28:29,059 - mmaction - INFO - Epoch [164][540/1879] lr: 2.918e-02, eta: 1 day, 18:16:31, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7270, loss_cls: 2.2294, loss: 2.2294, grad_norm: 3.2409 2021-07-12 22:28:45,972 - mmaction - INFO - Epoch [164][560/1879] lr: 2.918e-02, eta: 1 day, 18:16:11, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7277, loss_cls: 2.2429, loss: 2.2429, grad_norm: 3.2380 2021-07-12 22:29:02,996 - mmaction - INFO - Epoch [164][580/1879] lr: 2.918e-02, eta: 1 day, 18:15:52, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7277, loss_cls: 2.2525, loss: 2.2525, grad_norm: 3.2143 2021-07-12 22:29:19,984 - mmaction - INFO - Epoch [164][600/1879] lr: 2.918e-02, eta: 1 day, 18:15:33, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7215, loss_cls: 2.2316, loss: 2.2316, grad_norm: 3.2399 2021-07-12 22:29:37,062 - mmaction - INFO - Epoch [164][620/1879] lr: 2.918e-02, eta: 1 day, 18:15:14, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7391, loss_cls: 2.1410, loss: 2.1410, grad_norm: 3.1775 2021-07-12 22:29:54,054 - mmaction - INFO - Epoch [164][640/1879] lr: 2.918e-02, eta: 1 day, 18:14:55, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7305, loss_cls: 2.1855, loss: 2.1855, grad_norm: 3.2087 2021-07-12 22:30:11,115 - mmaction - INFO - Epoch [164][660/1879] lr: 2.918e-02, eta: 1 day, 18:14:36, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1321, loss: 2.1321, grad_norm: 3.2233 2021-07-12 22:30:28,085 - mmaction - INFO - Epoch [164][680/1879] lr: 2.918e-02, eta: 1 day, 18:14:17, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7414, loss_cls: 2.1436, loss: 2.1436, grad_norm: 3.2316 2021-07-12 22:30:45,085 - mmaction - INFO - Epoch [164][700/1879] lr: 2.918e-02, eta: 1 day, 18:13:58, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7336, loss_cls: 2.1835, loss: 2.1835, grad_norm: 3.2438 2021-07-12 22:31:01,987 - mmaction - INFO - Epoch [164][720/1879] lr: 2.918e-02, eta: 1 day, 18:13:39, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7379, loss_cls: 2.1601, loss: 2.1601, grad_norm: 3.2376 2021-07-12 22:31:18,918 - mmaction - INFO - Epoch [164][740/1879] lr: 2.918e-02, eta: 1 day, 18:13:20, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7344, loss_cls: 2.1630, loss: 2.1630, grad_norm: 3.2283 2021-07-12 22:31:35,823 - mmaction - INFO - Epoch [164][760/1879] lr: 2.918e-02, eta: 1 day, 18:13:00, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7441, loss_cls: 2.1759, loss: 2.1759, grad_norm: 3.2108 2021-07-12 22:31:52,983 - mmaction - INFO - Epoch [164][780/1879] lr: 2.918e-02, eta: 1 day, 18:12:42, time: 0.860, data_time: 0.007, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7262, loss_cls: 2.2070, loss: 2.2070, grad_norm: 3.2754 2021-07-12 22:32:09,800 - mmaction - INFO - Epoch [164][800/1879] lr: 2.918e-02, eta: 1 day, 18:12:22, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7223, loss_cls: 2.1984, loss: 2.1984, grad_norm: 3.2116 2021-07-12 22:32:26,756 - mmaction - INFO - Epoch [164][820/1879] lr: 2.918e-02, eta: 1 day, 18:12:03, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7273, loss_cls: 2.2292, loss: 2.2292, grad_norm: 3.2394 2021-07-12 22:32:43,527 - mmaction - INFO - Epoch [164][840/1879] lr: 2.918e-02, eta: 1 day, 18:11:43, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7238, loss_cls: 2.2212, loss: 2.2212, grad_norm: 3.2769 2021-07-12 22:33:00,558 - mmaction - INFO - Epoch [164][860/1879] lr: 2.918e-02, eta: 1 day, 18:11:24, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7203, loss_cls: 2.2583, loss: 2.2583, grad_norm: 3.2885 2021-07-12 22:33:17,076 - mmaction - INFO - Epoch [164][880/1879] lr: 2.918e-02, eta: 1 day, 18:11:03, time: 0.826, data_time: 0.005, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7270, loss_cls: 2.2092, loss: 2.2092, grad_norm: 3.1935 2021-07-12 22:33:34,053 - mmaction - INFO - Epoch [164][900/1879] lr: 2.918e-02, eta: 1 day, 18:10:44, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7332, loss_cls: 2.2514, loss: 2.2514, grad_norm: 3.2634 2021-07-12 22:33:51,064 - mmaction - INFO - Epoch [164][920/1879] lr: 2.918e-02, eta: 1 day, 18:10:25, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7352, loss_cls: 2.1947, loss: 2.1947, grad_norm: 3.2529 2021-07-12 22:34:08,093 - mmaction - INFO - Epoch [164][940/1879] lr: 2.918e-02, eta: 1 day, 18:10:06, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7406, loss_cls: 2.1707, loss: 2.1707, grad_norm: 3.1684 2021-07-12 22:34:24,869 - mmaction - INFO - Epoch [164][960/1879] lr: 2.918e-02, eta: 1 day, 18:09:46, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7289, loss_cls: 2.1918, loss: 2.1918, grad_norm: 3.0895 2021-07-12 22:34:41,814 - mmaction - INFO - Epoch [164][980/1879] lr: 2.918e-02, eta: 1 day, 18:09:27, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5023, top5_acc: 0.7340, loss_cls: 2.1474, loss: 2.1474, grad_norm: 3.2731 2021-07-12 22:34:58,707 - mmaction - INFO - Epoch [164][1000/1879] lr: 2.918e-02, eta: 1 day, 18:09:08, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7238, loss_cls: 2.2644, loss: 2.2644, grad_norm: 3.2792 2021-07-12 22:35:15,828 - mmaction - INFO - Epoch [164][1020/1879] lr: 2.918e-02, eta: 1 day, 18:08:49, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7297, loss_cls: 2.2057, loss: 2.2057, grad_norm: 3.2913 2021-07-12 22:35:32,838 - mmaction - INFO - Epoch [164][1040/1879] lr: 2.918e-02, eta: 1 day, 18:08:30, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7434, loss_cls: 2.1630, loss: 2.1630, grad_norm: 3.2754 2021-07-12 22:35:50,027 - mmaction - INFO - Epoch [164][1060/1879] lr: 2.918e-02, eta: 1 day, 18:08:12, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7156, loss_cls: 2.3306, loss: 2.3306, grad_norm: 3.2454 2021-07-12 22:36:07,057 - mmaction - INFO - Epoch [164][1080/1879] lr: 2.918e-02, eta: 1 day, 18:07:53, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7359, loss_cls: 2.1940, loss: 2.1940, grad_norm: 3.2207 2021-07-12 22:36:24,035 - mmaction - INFO - Epoch [164][1100/1879] lr: 2.918e-02, eta: 1 day, 18:07:34, time: 0.849, data_time: 0.010, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7230, loss_cls: 2.2462, loss: 2.2462, grad_norm: 3.2893 2021-07-12 22:36:41,223 - mmaction - INFO - Epoch [164][1120/1879] lr: 2.918e-02, eta: 1 day, 18:07:15, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7316, loss_cls: 2.2105, loss: 2.2105, grad_norm: 3.2846 2021-07-12 22:36:58,320 - mmaction - INFO - Epoch [164][1140/1879] lr: 2.918e-02, eta: 1 day, 18:06:56, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.4840, top5_acc: 0.7020, loss_cls: 2.3285, loss: 2.3285, grad_norm: 3.3275 2021-07-12 22:37:15,470 - mmaction - INFO - Epoch [164][1160/1879] lr: 2.918e-02, eta: 1 day, 18:06:38, time: 0.859, data_time: 0.007, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7160, loss_cls: 2.2555, loss: 2.2555, grad_norm: 3.2987 2021-07-12 22:37:32,522 - mmaction - INFO - Epoch [164][1180/1879] lr: 2.918e-02, eta: 1 day, 18:06:19, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7328, loss_cls: 2.2534, loss: 2.2534, grad_norm: 3.2975 2021-07-12 22:37:49,631 - mmaction - INFO - Epoch [164][1200/1879] lr: 2.918e-02, eta: 1 day, 18:06:01, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7293, loss_cls: 2.2047, loss: 2.2047, grad_norm: 3.2967 2021-07-12 22:38:06,844 - mmaction - INFO - Epoch [164][1220/1879] lr: 2.918e-02, eta: 1 day, 18:05:42, time: 0.861, data_time: 0.003, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7273, loss_cls: 2.2087, loss: 2.2087, grad_norm: 3.2791 2021-07-12 22:38:23,823 - mmaction - INFO - Epoch [164][1240/1879] lr: 2.918e-02, eta: 1 day, 18:05:23, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7199, loss_cls: 2.2677, loss: 2.2677, grad_norm: 3.2585 2021-07-12 22:38:40,921 - mmaction - INFO - Epoch [164][1260/1879] lr: 2.918e-02, eta: 1 day, 18:05:04, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7383, loss_cls: 2.1952, loss: 2.1952, grad_norm: 3.2204 2021-07-12 22:38:58,101 - mmaction - INFO - Epoch [164][1280/1879] lr: 2.918e-02, eta: 1 day, 18:04:46, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.4930, top5_acc: 0.7199, loss_cls: 2.2335, loss: 2.2335, grad_norm: 3.1756 2021-07-12 22:39:15,118 - mmaction - INFO - Epoch [164][1300/1879] lr: 2.918e-02, eta: 1 day, 18:04:27, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.1969, loss: 2.1969, grad_norm: 3.2022 2021-07-12 22:39:32,046 - mmaction - INFO - Epoch [164][1320/1879] lr: 2.918e-02, eta: 1 day, 18:04:08, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.2443, loss: 2.2443, grad_norm: 3.2757 2021-07-12 22:39:49,307 - mmaction - INFO - Epoch [164][1340/1879] lr: 2.918e-02, eta: 1 day, 18:03:50, time: 0.862, data_time: 0.010, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7207, loss_cls: 2.2498, loss: 2.2498, grad_norm: 3.1715 2021-07-12 22:40:06,310 - mmaction - INFO - Epoch [164][1360/1879] lr: 2.918e-02, eta: 1 day, 18:03:31, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7250, loss_cls: 2.2280, loss: 2.2280, grad_norm: 3.2055 2021-07-12 22:40:23,571 - mmaction - INFO - Epoch [164][1380/1879] lr: 2.918e-02, eta: 1 day, 18:03:13, time: 0.862, data_time: 0.001, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7332, loss_cls: 2.2350, loss: 2.2350, grad_norm: 3.2141 2021-07-12 22:40:40,356 - mmaction - INFO - Epoch [164][1400/1879] lr: 2.918e-02, eta: 1 day, 18:02:53, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7242, loss_cls: 2.2160, loss: 2.2160, grad_norm: 3.1973 2021-07-12 22:40:57,103 - mmaction - INFO - Epoch [164][1420/1879] lr: 2.918e-02, eta: 1 day, 18:02:33, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7312, loss_cls: 2.2168, loss: 2.2168, grad_norm: 3.2201 2021-07-12 22:41:13,977 - mmaction - INFO - Epoch [164][1440/1879] lr: 2.918e-02, eta: 1 day, 18:02:14, time: 0.843, data_time: 0.007, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7379, loss_cls: 2.1860, loss: 2.1860, grad_norm: 3.2196 2021-07-12 22:41:31,093 - mmaction - INFO - Epoch [164][1460/1879] lr: 2.918e-02, eta: 1 day, 18:01:55, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7301, loss_cls: 2.1818, loss: 2.1818, grad_norm: 3.1920 2021-07-12 22:41:47,932 - mmaction - INFO - Epoch [164][1480/1879] lr: 2.918e-02, eta: 1 day, 18:01:35, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7316, loss_cls: 2.1875, loss: 2.1875, grad_norm: 3.2363 2021-07-12 22:42:05,039 - mmaction - INFO - Epoch [164][1500/1879] lr: 2.918e-02, eta: 1 day, 18:01:17, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7324, loss_cls: 2.1736, loss: 2.1736, grad_norm: 3.2328 2021-07-12 22:42:22,193 - mmaction - INFO - Epoch [164][1520/1879] lr: 2.918e-02, eta: 1 day, 18:00:58, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7109, loss_cls: 2.2797, loss: 2.2797, grad_norm: 3.2620 2021-07-12 22:42:39,045 - mmaction - INFO - Epoch [164][1540/1879] lr: 2.918e-02, eta: 1 day, 18:00:39, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7289, loss_cls: 2.1887, loss: 2.1887, grad_norm: 3.2639 2021-07-12 22:42:56,044 - mmaction - INFO - Epoch [164][1560/1879] lr: 2.918e-02, eta: 1 day, 18:00:20, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7379, loss_cls: 2.1342, loss: 2.1342, grad_norm: 3.3322 2021-07-12 22:43:13,442 - mmaction - INFO - Epoch [164][1580/1879] lr: 2.918e-02, eta: 1 day, 18:00:02, time: 0.868, data_time: 0.001, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7371, loss_cls: 2.1772, loss: 2.1772, grad_norm: 3.2512 2021-07-12 22:43:30,158 - mmaction - INFO - Epoch [164][1600/1879] lr: 2.918e-02, eta: 1 day, 17:59:42, time: 0.835, data_time: 0.006, memory: 6454, top1_acc: 0.4770, top5_acc: 0.7137, loss_cls: 2.2987, loss: 2.2987, grad_norm: 3.3324 2021-07-12 22:43:47,277 - mmaction - INFO - Epoch [164][1620/1879] lr: 2.918e-02, eta: 1 day, 17:59:24, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7273, loss_cls: 2.2221, loss: 2.2221, grad_norm: 3.2883 2021-07-12 22:44:04,474 - mmaction - INFO - Epoch [164][1640/1879] lr: 2.918e-02, eta: 1 day, 17:59:05, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7207, loss_cls: 2.2896, loss: 2.2896, grad_norm: 3.2992 2021-07-12 22:44:20,973 - mmaction - INFO - Epoch [164][1660/1879] lr: 2.918e-02, eta: 1 day, 17:58:45, time: 0.826, data_time: 0.003, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7215, loss_cls: 2.2158, loss: 2.2158, grad_norm: 3.1453 2021-07-12 22:44:37,997 - mmaction - INFO - Epoch [164][1680/1879] lr: 2.918e-02, eta: 1 day, 17:58:26, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7176, loss_cls: 2.2667, loss: 2.2667, grad_norm: 3.2206 2021-07-12 22:44:54,684 - mmaction - INFO - Epoch [164][1700/1879] lr: 2.918e-02, eta: 1 day, 17:58:06, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7391, loss_cls: 2.1679, loss: 2.1679, grad_norm: 3.2333 2021-07-12 22:45:11,594 - mmaction - INFO - Epoch [164][1720/1879] lr: 2.918e-02, eta: 1 day, 17:57:46, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7223, loss_cls: 2.1977, loss: 2.1977, grad_norm: 3.2834 2021-07-12 22:45:28,659 - mmaction - INFO - Epoch [164][1740/1879] lr: 2.918e-02, eta: 1 day, 17:57:27, time: 0.852, data_time: 0.009, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7293, loss_cls: 2.2308, loss: 2.2308, grad_norm: 3.2421 2021-07-12 22:45:45,462 - mmaction - INFO - Epoch [164][1760/1879] lr: 2.918e-02, eta: 1 day, 17:57:08, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7285, loss_cls: 2.2375, loss: 2.2375, grad_norm: 3.2275 2021-07-12 22:46:02,262 - mmaction - INFO - Epoch [164][1780/1879] lr: 2.918e-02, eta: 1 day, 17:56:48, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7078, loss_cls: 2.3022, loss: 2.3022, grad_norm: 3.3793 2021-07-12 22:46:19,042 - mmaction - INFO - Epoch [164][1800/1879] lr: 2.918e-02, eta: 1 day, 17:56:29, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7469, loss_cls: 2.2065, loss: 2.2065, grad_norm: 3.2835 2021-07-12 22:46:36,097 - mmaction - INFO - Epoch [164][1820/1879] lr: 2.918e-02, eta: 1 day, 17:56:10, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7230, loss_cls: 2.2789, loss: 2.2789, grad_norm: 3.2362 2021-07-12 22:46:52,831 - mmaction - INFO - Epoch [164][1840/1879] lr: 2.918e-02, eta: 1 day, 17:55:50, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7363, loss_cls: 2.2030, loss: 2.2030, grad_norm: 3.2724 2021-07-12 22:47:09,499 - mmaction - INFO - Epoch [164][1860/1879] lr: 2.918e-02, eta: 1 day, 17:55:30, time: 0.835, data_time: 0.006, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7207, loss_cls: 2.2017, loss: 2.2017, grad_norm: 3.2287 2021-07-12 22:47:30,164 - mmaction - INFO - Saving checkpoint at 164 epochs 2021-07-12 22:48:26,409 - mmaction - INFO - Epoch [165][20/1879] lr: 2.862e-02, eta: 1 day, 17:56:03, time: 2.729, data_time: 1.732, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7391, loss_cls: 2.1896, loss: 2.1896, grad_norm: 3.2780 2021-07-12 22:48:43,101 - mmaction - INFO - Epoch [165][40/1879] lr: 2.862e-02, eta: 1 day, 17:55:43, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7297, loss_cls: 2.1838, loss: 2.1838, grad_norm: 3.3171 2021-07-12 22:48:59,991 - mmaction - INFO - Epoch [165][60/1879] lr: 2.862e-02, eta: 1 day, 17:55:24, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7316, loss_cls: 2.2143, loss: 2.2143, grad_norm: 3.2558 2021-07-12 22:49:17,026 - mmaction - INFO - Epoch [165][80/1879] lr: 2.862e-02, eta: 1 day, 17:55:05, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7336, loss_cls: 2.1501, loss: 2.1501, grad_norm: 3.2412 2021-07-12 22:49:33,701 - mmaction - INFO - Epoch [165][100/1879] lr: 2.862e-02, eta: 1 day, 17:54:45, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7215, loss_cls: 2.2683, loss: 2.2683, grad_norm: 3.2785 2021-07-12 22:49:50,584 - mmaction - INFO - Epoch [165][120/1879] lr: 2.862e-02, eta: 1 day, 17:54:25, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7320, loss_cls: 2.2202, loss: 2.2202, grad_norm: 3.2699 2021-07-12 22:50:07,741 - mmaction - INFO - Epoch [165][140/1879] lr: 2.862e-02, eta: 1 day, 17:54:07, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7262, loss_cls: 2.2056, loss: 2.2056, grad_norm: 3.2978 2021-07-12 22:50:24,743 - mmaction - INFO - Epoch [165][160/1879] lr: 2.862e-02, eta: 1 day, 17:53:48, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7301, loss_cls: 2.1836, loss: 2.1836, grad_norm: 3.2727 2021-07-12 22:50:41,538 - mmaction - INFO - Epoch [165][180/1879] lr: 2.862e-02, eta: 1 day, 17:53:28, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7332, loss_cls: 2.1761, loss: 2.1761, grad_norm: 3.2415 2021-07-12 22:50:58,525 - mmaction - INFO - Epoch [165][200/1879] lr: 2.862e-02, eta: 1 day, 17:53:09, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7430, loss_cls: 2.1025, loss: 2.1025, grad_norm: 3.2385 2021-07-12 22:51:15,432 - mmaction - INFO - Epoch [165][220/1879] lr: 2.862e-02, eta: 1 day, 17:52:50, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7391, loss_cls: 2.2028, loss: 2.2028, grad_norm: 3.2843 2021-07-12 22:51:32,499 - mmaction - INFO - Epoch [165][240/1879] lr: 2.862e-02, eta: 1 day, 17:52:31, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7223, loss_cls: 2.2092, loss: 2.2092, grad_norm: 3.3105 2021-07-12 22:51:49,341 - mmaction - INFO - Epoch [165][260/1879] lr: 2.862e-02, eta: 1 day, 17:52:12, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.4961, top5_acc: 0.7418, loss_cls: 2.1865, loss: 2.1865, grad_norm: 3.3273 2021-07-12 22:52:05,959 - mmaction - INFO - Epoch [165][280/1879] lr: 2.862e-02, eta: 1 day, 17:51:52, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.5023, top5_acc: 0.7352, loss_cls: 2.2070, loss: 2.2070, grad_norm: 3.2427 2021-07-12 22:52:23,115 - mmaction - INFO - Epoch [165][300/1879] lr: 2.862e-02, eta: 1 day, 17:51:33, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7262, loss_cls: 2.2086, loss: 2.2086, grad_norm: 3.2937 2021-07-12 22:52:40,304 - mmaction - INFO - Epoch [165][320/1879] lr: 2.862e-02, eta: 1 day, 17:51:15, time: 0.858, data_time: 0.001, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7441, loss_cls: 2.1438, loss: 2.1438, grad_norm: 3.2791 2021-07-12 22:52:56,860 - mmaction - INFO - Epoch [165][340/1879] lr: 2.862e-02, eta: 1 day, 17:50:54, time: 0.828, data_time: 0.006, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7234, loss_cls: 2.1849, loss: 2.1849, grad_norm: 3.2677 2021-07-12 22:53:13,255 - mmaction - INFO - Epoch [165][360/1879] lr: 2.862e-02, eta: 1 day, 17:50:33, time: 0.820, data_time: 0.002, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7395, loss_cls: 2.1053, loss: 2.1053, grad_norm: 3.2071 2021-07-12 22:53:30,154 - mmaction - INFO - Epoch [165][380/1879] lr: 2.862e-02, eta: 1 day, 17:50:14, time: 0.844, data_time: 0.007, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7359, loss_cls: 2.1585, loss: 2.1585, grad_norm: 3.2558 2021-07-12 22:53:47,156 - mmaction - INFO - Epoch [165][400/1879] lr: 2.862e-02, eta: 1 day, 17:49:55, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7480, loss_cls: 2.1181, loss: 2.1181, grad_norm: 3.2040 2021-07-12 22:54:04,244 - mmaction - INFO - Epoch [165][420/1879] lr: 2.862e-02, eta: 1 day, 17:49:36, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7277, loss_cls: 2.2005, loss: 2.2005, grad_norm: 3.2283 2021-07-12 22:54:21,040 - mmaction - INFO - Epoch [165][440/1879] lr: 2.862e-02, eta: 1 day, 17:49:17, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7336, loss_cls: 2.2008, loss: 2.2008, grad_norm: 3.2681 2021-07-12 22:54:38,051 - mmaction - INFO - Epoch [165][460/1879] lr: 2.862e-02, eta: 1 day, 17:48:58, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7289, loss_cls: 2.2184, loss: 2.2184, grad_norm: 3.2368 2021-07-12 22:54:54,588 - mmaction - INFO - Epoch [165][480/1879] lr: 2.862e-02, eta: 1 day, 17:48:37, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7281, loss_cls: 2.2236, loss: 2.2236, grad_norm: 3.3463 2021-07-12 22:55:11,262 - mmaction - INFO - Epoch [165][500/1879] lr: 2.862e-02, eta: 1 day, 17:48:17, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7387, loss_cls: 2.1567, loss: 2.1567, grad_norm: 3.2965 2021-07-12 22:55:28,294 - mmaction - INFO - Epoch [165][520/1879] lr: 2.862e-02, eta: 1 day, 17:47:58, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7324, loss_cls: 2.1899, loss: 2.1899, grad_norm: 3.2630 2021-07-12 22:55:45,107 - mmaction - INFO - Epoch [165][540/1879] lr: 2.862e-02, eta: 1 day, 17:47:39, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4766, top5_acc: 0.7242, loss_cls: 2.2512, loss: 2.2512, grad_norm: 3.3360 2021-07-12 22:56:01,959 - mmaction - INFO - Epoch [165][560/1879] lr: 2.862e-02, eta: 1 day, 17:47:19, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7367, loss_cls: 2.1261, loss: 2.1261, grad_norm: 3.1981 2021-07-12 22:56:18,761 - mmaction - INFO - Epoch [165][580/1879] lr: 2.862e-02, eta: 1 day, 17:47:00, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7348, loss_cls: 2.1681, loss: 2.1681, grad_norm: 3.2834 2021-07-12 22:56:35,485 - mmaction - INFO - Epoch [165][600/1879] lr: 2.862e-02, eta: 1 day, 17:46:40, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7176, loss_cls: 2.2287, loss: 2.2287, grad_norm: 3.3118 2021-07-12 22:56:52,028 - mmaction - INFO - Epoch [165][620/1879] lr: 2.862e-02, eta: 1 day, 17:46:20, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7367, loss_cls: 2.1411, loss: 2.1411, grad_norm: 3.2417 2021-07-12 22:57:08,992 - mmaction - INFO - Epoch [165][640/1879] lr: 2.862e-02, eta: 1 day, 17:46:01, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7398, loss_cls: 2.2019, loss: 2.2019, grad_norm: 3.3290 2021-07-12 22:57:26,124 - mmaction - INFO - Epoch [165][660/1879] lr: 2.862e-02, eta: 1 day, 17:45:42, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7375, loss_cls: 2.1971, loss: 2.1971, grad_norm: 3.3136 2021-07-12 22:57:43,088 - mmaction - INFO - Epoch [165][680/1879] lr: 2.862e-02, eta: 1 day, 17:45:23, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7262, loss_cls: 2.1964, loss: 2.1964, grad_norm: 3.2436 2021-07-12 22:58:00,080 - mmaction - INFO - Epoch [165][700/1879] lr: 2.862e-02, eta: 1 day, 17:45:04, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7172, loss_cls: 2.2830, loss: 2.2830, grad_norm: 3.3263 2021-07-12 22:58:17,261 - mmaction - INFO - Epoch [165][720/1879] lr: 2.862e-02, eta: 1 day, 17:44:45, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7316, loss_cls: 2.2318, loss: 2.2318, grad_norm: 3.3148 2021-07-12 22:58:33,959 - mmaction - INFO - Epoch [165][740/1879] lr: 2.862e-02, eta: 1 day, 17:44:26, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7379, loss_cls: 2.1498, loss: 2.1498, grad_norm: 3.3234 2021-07-12 22:58:51,089 - mmaction - INFO - Epoch [165][760/1879] lr: 2.862e-02, eta: 1 day, 17:44:07, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7215, loss_cls: 2.2849, loss: 2.2849, grad_norm: 3.3329 2021-07-12 22:59:08,088 - mmaction - INFO - Epoch [165][780/1879] lr: 2.862e-02, eta: 1 day, 17:43:48, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7195, loss_cls: 2.2569, loss: 2.2569, grad_norm: 3.2847 2021-07-12 22:59:25,036 - mmaction - INFO - Epoch [165][800/1879] lr: 2.862e-02, eta: 1 day, 17:43:29, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7227, loss_cls: 2.1974, loss: 2.1974, grad_norm: 3.2193 2021-07-12 22:59:42,062 - mmaction - INFO - Epoch [165][820/1879] lr: 2.862e-02, eta: 1 day, 17:43:10, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7316, loss_cls: 2.2301, loss: 2.2301, grad_norm: 3.3117 2021-07-12 22:59:58,852 - mmaction - INFO - Epoch [165][840/1879] lr: 2.862e-02, eta: 1 day, 17:42:50, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7309, loss_cls: 2.1847, loss: 2.1847, grad_norm: 3.2715 2021-07-12 23:00:15,824 - mmaction - INFO - Epoch [165][860/1879] lr: 2.862e-02, eta: 1 day, 17:42:31, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7266, loss_cls: 2.2228, loss: 2.2228, grad_norm: 3.3441 2021-07-12 23:00:32,948 - mmaction - INFO - Epoch [165][880/1879] lr: 2.862e-02, eta: 1 day, 17:42:13, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7113, loss_cls: 2.2870, loss: 2.2870, grad_norm: 3.3508 2021-07-12 23:00:50,006 - mmaction - INFO - Epoch [165][900/1879] lr: 2.862e-02, eta: 1 day, 17:41:54, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7289, loss_cls: 2.1889, loss: 2.1889, grad_norm: 3.2411 2021-07-12 23:01:06,782 - mmaction - INFO - Epoch [165][920/1879] lr: 2.862e-02, eta: 1 day, 17:41:35, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7352, loss_cls: 2.2083, loss: 2.2083, grad_norm: 3.3059 2021-07-12 23:01:23,714 - mmaction - INFO - Epoch [165][940/1879] lr: 2.862e-02, eta: 1 day, 17:41:15, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7133, loss_cls: 2.3323, loss: 2.3323, grad_norm: 3.2938 2021-07-12 23:01:40,863 - mmaction - INFO - Epoch [165][960/1879] lr: 2.862e-02, eta: 1 day, 17:40:57, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7375, loss_cls: 2.1645, loss: 2.1645, grad_norm: 3.2713 2021-07-12 23:01:57,452 - mmaction - INFO - Epoch [165][980/1879] lr: 2.862e-02, eta: 1 day, 17:40:37, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7285, loss_cls: 2.1578, loss: 2.1578, grad_norm: 3.1901 2021-07-12 23:02:14,456 - mmaction - INFO - Epoch [165][1000/1879] lr: 2.862e-02, eta: 1 day, 17:40:18, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7387, loss_cls: 2.1625, loss: 2.1625, grad_norm: 3.2249 2021-07-12 23:02:31,677 - mmaction - INFO - Epoch [165][1020/1879] lr: 2.862e-02, eta: 1 day, 17:40:00, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7438, loss_cls: 2.1593, loss: 2.1593, grad_norm: 3.3111 2021-07-12 23:02:48,514 - mmaction - INFO - Epoch [165][1040/1879] lr: 2.862e-02, eta: 1 day, 17:39:40, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4719, top5_acc: 0.7125, loss_cls: 2.3292, loss: 2.3292, grad_norm: 3.3035 2021-07-12 23:03:05,823 - mmaction - INFO - Epoch [165][1060/1879] lr: 2.862e-02, eta: 1 day, 17:39:22, time: 0.866, data_time: 0.007, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7168, loss_cls: 2.2521, loss: 2.2521, grad_norm: 3.2741 2021-07-12 23:03:22,687 - mmaction - INFO - Epoch [165][1080/1879] lr: 2.862e-02, eta: 1 day, 17:39:03, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7145, loss_cls: 2.2596, loss: 2.2596, grad_norm: 3.2971 2021-07-12 23:03:39,535 - mmaction - INFO - Epoch [165][1100/1879] lr: 2.862e-02, eta: 1 day, 17:38:43, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7484, loss_cls: 2.1284, loss: 2.1284, grad_norm: 3.2256 2021-07-12 23:03:56,432 - mmaction - INFO - Epoch [165][1120/1879] lr: 2.862e-02, eta: 1 day, 17:38:24, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7309, loss_cls: 2.1924, loss: 2.1924, grad_norm: 3.2283 2021-07-12 23:04:13,245 - mmaction - INFO - Epoch [165][1140/1879] lr: 2.862e-02, eta: 1 day, 17:38:05, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7363, loss_cls: 2.1573, loss: 2.1573, grad_norm: 3.2436 2021-07-12 23:04:30,271 - mmaction - INFO - Epoch [165][1160/1879] lr: 2.862e-02, eta: 1 day, 17:37:46, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7324, loss_cls: 2.1892, loss: 2.1892, grad_norm: 3.2226 2021-07-12 23:04:47,453 - mmaction - INFO - Epoch [165][1180/1879] lr: 2.862e-02, eta: 1 day, 17:37:27, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7312, loss_cls: 2.2528, loss: 2.2528, grad_norm: 3.3278 2021-07-12 23:05:04,560 - mmaction - INFO - Epoch [165][1200/1879] lr: 2.862e-02, eta: 1 day, 17:37:09, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7332, loss_cls: 2.2331, loss: 2.2331, grad_norm: 3.2194 2021-07-12 23:05:21,406 - mmaction - INFO - Epoch [165][1220/1879] lr: 2.862e-02, eta: 1 day, 17:36:50, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7250, loss_cls: 2.2550, loss: 2.2550, grad_norm: 3.2682 2021-07-12 23:05:38,146 - mmaction - INFO - Epoch [165][1240/1879] lr: 2.862e-02, eta: 1 day, 17:36:30, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7375, loss_cls: 2.1823, loss: 2.1823, grad_norm: 3.1828 2021-07-12 23:05:54,961 - mmaction - INFO - Epoch [165][1260/1879] lr: 2.862e-02, eta: 1 day, 17:36:10, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7359, loss_cls: 2.1475, loss: 2.1475, grad_norm: 3.1467 2021-07-12 23:06:11,840 - mmaction - INFO - Epoch [165][1280/1879] lr: 2.862e-02, eta: 1 day, 17:35:51, time: 0.849, data_time: 0.009, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7246, loss_cls: 2.2205, loss: 2.2205, grad_norm: 3.2254 2021-07-12 23:06:28,620 - mmaction - INFO - Epoch [165][1300/1879] lr: 2.862e-02, eta: 1 day, 17:35:31, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7305, loss_cls: 2.2162, loss: 2.2162, grad_norm: 3.2759 2021-07-12 23:06:45,215 - mmaction - INFO - Epoch [165][1320/1879] lr: 2.862e-02, eta: 1 day, 17:35:11, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7270, loss_cls: 2.2392, loss: 2.2392, grad_norm: 3.2237 2021-07-12 23:07:02,100 - mmaction - INFO - Epoch [165][1340/1879] lr: 2.862e-02, eta: 1 day, 17:34:52, time: 0.846, data_time: 0.007, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7063, loss_cls: 2.2885, loss: 2.2885, grad_norm: 3.2251 2021-07-12 23:07:18,761 - mmaction - INFO - Epoch [165][1360/1879] lr: 2.862e-02, eta: 1 day, 17:34:32, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.4879, top5_acc: 0.7445, loss_cls: 2.2071, loss: 2.2071, grad_norm: 3.2808 2021-07-12 23:07:35,925 - mmaction - INFO - Epoch [165][1380/1879] lr: 2.862e-02, eta: 1 day, 17:34:14, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.4652, top5_acc: 0.7016, loss_cls: 2.3223, loss: 2.3223, grad_norm: 3.3348 2021-07-12 23:07:53,185 - mmaction - INFO - Epoch [165][1400/1879] lr: 2.862e-02, eta: 1 day, 17:33:56, time: 0.863, data_time: 0.006, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7262, loss_cls: 2.2001, loss: 2.2001, grad_norm: 3.2709 2021-07-12 23:08:09,857 - mmaction - INFO - Epoch [165][1420/1879] lr: 2.862e-02, eta: 1 day, 17:33:36, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.5023, top5_acc: 0.7312, loss_cls: 2.1881, loss: 2.1881, grad_norm: 3.2616 2021-07-12 23:08:26,881 - mmaction - INFO - Epoch [165][1440/1879] lr: 2.862e-02, eta: 1 day, 17:33:17, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7297, loss_cls: 2.2216, loss: 2.2216, grad_norm: 3.2684 2021-07-12 23:08:43,949 - mmaction - INFO - Epoch [165][1460/1879] lr: 2.862e-02, eta: 1 day, 17:32:58, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7383, loss_cls: 2.2005, loss: 2.2005, grad_norm: 3.2737 2021-07-12 23:09:00,759 - mmaction - INFO - Epoch [165][1480/1879] lr: 2.862e-02, eta: 1 day, 17:32:39, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7191, loss_cls: 2.2665, loss: 2.2665, grad_norm: 3.2310 2021-07-12 23:09:17,852 - mmaction - INFO - Epoch [165][1500/1879] lr: 2.862e-02, eta: 1 day, 17:32:20, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7320, loss_cls: 2.1942, loss: 2.1942, grad_norm: 3.2611 2021-07-12 23:09:34,671 - mmaction - INFO - Epoch [165][1520/1879] lr: 2.862e-02, eta: 1 day, 17:32:01, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7223, loss_cls: 2.2431, loss: 2.2431, grad_norm: 3.2932 2021-07-12 23:09:51,769 - mmaction - INFO - Epoch [165][1540/1879] lr: 2.862e-02, eta: 1 day, 17:31:42, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7227, loss_cls: 2.2485, loss: 2.2485, grad_norm: 3.3027 2021-07-12 23:10:08,799 - mmaction - INFO - Epoch [165][1560/1879] lr: 2.862e-02, eta: 1 day, 17:31:23, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7430, loss_cls: 2.1267, loss: 2.1267, grad_norm: 3.2300 2021-07-12 23:10:25,837 - mmaction - INFO - Epoch [165][1580/1879] lr: 2.862e-02, eta: 1 day, 17:31:05, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7262, loss_cls: 2.2350, loss: 2.2350, grad_norm: 3.3162 2021-07-12 23:10:42,912 - mmaction - INFO - Epoch [165][1600/1879] lr: 2.862e-02, eta: 1 day, 17:30:46, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7141, loss_cls: 2.2870, loss: 2.2870, grad_norm: 3.3220 2021-07-12 23:10:59,886 - mmaction - INFO - Epoch [165][1620/1879] lr: 2.862e-02, eta: 1 day, 17:30:27, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7449, loss_cls: 2.1669, loss: 2.1669, grad_norm: 3.2170 2021-07-12 23:11:16,905 - mmaction - INFO - Epoch [165][1640/1879] lr: 2.862e-02, eta: 1 day, 17:30:08, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7168, loss_cls: 2.2484, loss: 2.2484, grad_norm: 3.3145 2021-07-12 23:11:33,987 - mmaction - INFO - Epoch [165][1660/1879] lr: 2.862e-02, eta: 1 day, 17:29:49, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7414, loss_cls: 2.1949, loss: 2.1949, grad_norm: 3.2528 2021-07-12 23:11:51,077 - mmaction - INFO - Epoch [165][1680/1879] lr: 2.862e-02, eta: 1 day, 17:29:31, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7457, loss_cls: 2.1804, loss: 2.1804, grad_norm: 3.2740 2021-07-12 23:12:08,220 - mmaction - INFO - Epoch [165][1700/1879] lr: 2.862e-02, eta: 1 day, 17:29:13, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7266, loss_cls: 2.1967, loss: 2.1967, grad_norm: 3.2793 2021-07-12 23:12:25,289 - mmaction - INFO - Epoch [165][1720/1879] lr: 2.862e-02, eta: 1 day, 17:28:54, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7316, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.2962 2021-07-12 23:12:42,080 - mmaction - INFO - Epoch [165][1740/1879] lr: 2.862e-02, eta: 1 day, 17:28:34, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5066, top5_acc: 0.7277, loss_cls: 2.1957, loss: 2.1957, grad_norm: 3.2411 2021-07-12 23:12:58,973 - mmaction - INFO - Epoch [165][1760/1879] lr: 2.862e-02, eta: 1 day, 17:28:15, time: 0.844, data_time: 0.007, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7402, loss_cls: 2.1724, loss: 2.1724, grad_norm: 3.2580 2021-07-12 23:13:16,117 - mmaction - INFO - Epoch [165][1780/1879] lr: 2.862e-02, eta: 1 day, 17:27:57, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5066, top5_acc: 0.7332, loss_cls: 2.1963, loss: 2.1963, grad_norm: 3.3334 2021-07-12 23:13:32,962 - mmaction - INFO - Epoch [165][1800/1879] lr: 2.862e-02, eta: 1 day, 17:27:37, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7359, loss_cls: 2.1675, loss: 2.1675, grad_norm: 3.3135 2021-07-12 23:13:49,722 - mmaction - INFO - Epoch [165][1820/1879] lr: 2.862e-02, eta: 1 day, 17:27:18, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7293, loss_cls: 2.2719, loss: 2.2719, grad_norm: 3.3141 2021-07-12 23:14:06,589 - mmaction - INFO - Epoch [165][1840/1879] lr: 2.862e-02, eta: 1 day, 17:26:58, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.4961, top5_acc: 0.7336, loss_cls: 2.1693, loss: 2.1693, grad_norm: 3.2250 2021-07-12 23:14:23,519 - mmaction - INFO - Epoch [165][1860/1879] lr: 2.862e-02, eta: 1 day, 17:26:39, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7285, loss_cls: 2.2345, loss: 2.2345, grad_norm: 3.3020 2021-07-12 23:17:36,316 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-12 23:17:37,048 - mmaction - INFO - top1_acc 0.5700 top5_acc 0.8073 2021-07-12 23:17:37,048 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-12 23:17:37,149 - mmaction - INFO - mean_acc 0.5699 2021-07-12 23:17:37,913 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_165.pth. 2021-07-12 23:17:37,914 - mmaction - INFO - Best top1_acc is 0.5700 at 165 epoch. 2021-07-12 23:17:37,922 - mmaction - INFO - Epoch(val) [165][155] top1_acc: 0.5700, top5_acc: 0.8073, mean_class_accuracy: 0.5699 2021-07-12 23:18:30,961 - mmaction - INFO - Epoch [166][20/1879] lr: 2.807e-02, eta: 1 day, 17:27:05, time: 2.650, data_time: 1.677, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7336, loss_cls: 2.1659, loss: 2.1659, grad_norm: 3.2999 2021-07-12 23:18:47,642 - mmaction - INFO - Epoch [166][40/1879] lr: 2.807e-02, eta: 1 day, 17:26:45, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7324, loss_cls: 2.1767, loss: 2.1767, grad_norm: 3.2875 2021-07-12 23:19:04,025 - mmaction - INFO - Epoch [166][60/1879] lr: 2.807e-02, eta: 1 day, 17:26:24, time: 0.820, data_time: 0.004, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7555, loss_cls: 2.0821, loss: 2.0821, grad_norm: 3.2348 2021-07-12 23:19:20,528 - mmaction - INFO - Epoch [166][80/1879] lr: 2.807e-02, eta: 1 day, 17:26:04, time: 0.825, data_time: 0.003, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7406, loss_cls: 2.1626, loss: 2.1626, grad_norm: 3.2741 2021-07-12 23:19:37,361 - mmaction - INFO - Epoch [166][100/1879] lr: 2.807e-02, eta: 1 day, 17:25:44, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7438, loss_cls: 2.1682, loss: 2.1682, grad_norm: 3.3924 2021-07-12 23:19:53,941 - mmaction - INFO - Epoch [166][120/1879] lr: 2.807e-02, eta: 1 day, 17:25:24, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7320, loss_cls: 2.1942, loss: 2.1942, grad_norm: 3.2729 2021-07-12 23:20:10,998 - mmaction - INFO - Epoch [166][140/1879] lr: 2.807e-02, eta: 1 day, 17:25:05, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7293, loss_cls: 2.2094, loss: 2.2094, grad_norm: 3.2607 2021-07-12 23:20:27,830 - mmaction - INFO - Epoch [166][160/1879] lr: 2.807e-02, eta: 1 day, 17:24:46, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7285, loss_cls: 2.1969, loss: 2.1969, grad_norm: 3.3134 2021-07-12 23:20:44,550 - mmaction - INFO - Epoch [166][180/1879] lr: 2.807e-02, eta: 1 day, 17:24:26, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.2402, loss: 2.2402, grad_norm: 3.2655 2021-07-12 23:21:01,549 - mmaction - INFO - Epoch [166][200/1879] lr: 2.807e-02, eta: 1 day, 17:24:07, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7285, loss_cls: 2.2080, loss: 2.2080, grad_norm: 3.3612 2021-07-12 23:21:18,384 - mmaction - INFO - Epoch [166][220/1879] lr: 2.807e-02, eta: 1 day, 17:23:48, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7398, loss_cls: 2.1756, loss: 2.1756, grad_norm: 3.3129 2021-07-12 23:21:35,303 - mmaction - INFO - Epoch [166][240/1879] lr: 2.807e-02, eta: 1 day, 17:23:29, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7430, loss_cls: 2.1343, loss: 2.1343, grad_norm: 3.3138 2021-07-12 23:21:52,347 - mmaction - INFO - Epoch [166][260/1879] lr: 2.807e-02, eta: 1 day, 17:23:10, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.4844, top5_acc: 0.7270, loss_cls: 2.2644, loss: 2.2644, grad_norm: 3.3140 2021-07-12 23:22:09,251 - mmaction - INFO - Epoch [166][280/1879] lr: 2.807e-02, eta: 1 day, 17:22:51, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7406, loss_cls: 2.1393, loss: 2.1393, grad_norm: 3.2515 2021-07-12 23:22:26,288 - mmaction - INFO - Epoch [166][300/1879] lr: 2.807e-02, eta: 1 day, 17:22:32, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7359, loss_cls: 2.1721, loss: 2.1721, grad_norm: 3.2457 2021-07-12 23:22:43,119 - mmaction - INFO - Epoch [166][320/1879] lr: 2.807e-02, eta: 1 day, 17:22:13, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7316, loss_cls: 2.2072, loss: 2.2072, grad_norm: 3.3360 2021-07-12 23:22:59,803 - mmaction - INFO - Epoch [166][340/1879] lr: 2.807e-02, eta: 1 day, 17:21:53, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7199, loss_cls: 2.2387, loss: 2.2387, grad_norm: 3.2867 2021-07-12 23:23:16,628 - mmaction - INFO - Epoch [166][360/1879] lr: 2.807e-02, eta: 1 day, 17:21:34, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7504, loss_cls: 2.0616, loss: 2.0616, grad_norm: 3.1763 2021-07-12 23:23:33,533 - mmaction - INFO - Epoch [166][380/1879] lr: 2.807e-02, eta: 1 day, 17:21:14, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7316, loss_cls: 2.1855, loss: 2.1855, grad_norm: 3.2666 2021-07-12 23:23:50,360 - mmaction - INFO - Epoch [166][400/1879] lr: 2.807e-02, eta: 1 day, 17:20:55, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4852, top5_acc: 0.7320, loss_cls: 2.2189, loss: 2.2189, grad_norm: 3.4794 2021-07-12 23:24:07,560 - mmaction - INFO - Epoch [166][420/1879] lr: 2.807e-02, eta: 1 day, 17:20:37, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7414, loss_cls: 2.1783, loss: 2.1783, grad_norm: 3.3707 2021-07-12 23:24:24,491 - mmaction - INFO - Epoch [166][440/1879] lr: 2.807e-02, eta: 1 day, 17:20:18, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7273, loss_cls: 2.1905, loss: 2.1905, grad_norm: 3.3340 2021-07-12 23:24:41,402 - mmaction - INFO - Epoch [166][460/1879] lr: 2.807e-02, eta: 1 day, 17:19:59, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7242, loss_cls: 2.1844, loss: 2.1844, grad_norm: 3.3002 2021-07-12 23:24:58,381 - mmaction - INFO - Epoch [166][480/1879] lr: 2.807e-02, eta: 1 day, 17:19:39, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7461, loss_cls: 2.1464, loss: 2.1464, grad_norm: 3.2959 2021-07-12 23:25:15,339 - mmaction - INFO - Epoch [166][500/1879] lr: 2.807e-02, eta: 1 day, 17:19:21, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5117, top5_acc: 0.7461, loss_cls: 2.1562, loss: 2.1562, grad_norm: 3.3083 2021-07-12 23:25:32,343 - mmaction - INFO - Epoch [166][520/1879] lr: 2.807e-02, eta: 1 day, 17:19:02, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7273, loss_cls: 2.1968, loss: 2.1968, grad_norm: 3.3250 2021-07-12 23:25:49,224 - mmaction - INFO - Epoch [166][540/1879] lr: 2.807e-02, eta: 1 day, 17:18:43, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7289, loss_cls: 2.2098, loss: 2.2098, grad_norm: 3.3411 2021-07-12 23:26:06,308 - mmaction - INFO - Epoch [166][560/1879] lr: 2.807e-02, eta: 1 day, 17:18:24, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7340, loss_cls: 2.1753, loss: 2.1753, grad_norm: 3.2288 2021-07-12 23:26:23,357 - mmaction - INFO - Epoch [166][580/1879] lr: 2.807e-02, eta: 1 day, 17:18:05, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7262, loss_cls: 2.1878, loss: 2.1878, grad_norm: 3.3126 2021-07-12 23:26:40,464 - mmaction - INFO - Epoch [166][600/1879] lr: 2.807e-02, eta: 1 day, 17:17:47, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7223, loss_cls: 2.2030, loss: 2.2030, grad_norm: 3.3200 2021-07-12 23:26:57,389 - mmaction - INFO - Epoch [166][620/1879] lr: 2.807e-02, eta: 1 day, 17:17:28, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7469, loss_cls: 2.1424, loss: 2.1424, grad_norm: 3.3282 2021-07-12 23:27:14,184 - mmaction - INFO - Epoch [166][640/1879] lr: 2.807e-02, eta: 1 day, 17:17:08, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7422, loss_cls: 2.1904, loss: 2.1904, grad_norm: 3.3961 2021-07-12 23:27:31,261 - mmaction - INFO - Epoch [166][660/1879] lr: 2.807e-02, eta: 1 day, 17:16:50, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7234, loss_cls: 2.2504, loss: 2.2504, grad_norm: 3.3624 2021-07-12 23:27:48,385 - mmaction - INFO - Epoch [166][680/1879] lr: 2.807e-02, eta: 1 day, 17:16:31, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.4758, top5_acc: 0.7176, loss_cls: 2.2581, loss: 2.2581, grad_norm: 3.3056 2021-07-12 23:28:05,189 - mmaction - INFO - Epoch [166][700/1879] lr: 2.807e-02, eta: 1 day, 17:16:12, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7375, loss_cls: 2.1475, loss: 2.1475, grad_norm: 3.3208 2021-07-12 23:28:21,873 - mmaction - INFO - Epoch [166][720/1879] lr: 2.807e-02, eta: 1 day, 17:15:52, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7387, loss_cls: 2.1469, loss: 2.1469, grad_norm: 3.2711 2021-07-12 23:28:38,517 - mmaction - INFO - Epoch [166][740/1879] lr: 2.807e-02, eta: 1 day, 17:15:32, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.4930, top5_acc: 0.7312, loss_cls: 2.2047, loss: 2.2047, grad_norm: 3.3167 2021-07-12 23:28:55,577 - mmaction - INFO - Epoch [166][760/1879] lr: 2.807e-02, eta: 1 day, 17:15:13, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7398, loss_cls: 2.1476, loss: 2.1476, grad_norm: 3.2805 2021-07-12 23:29:12,451 - mmaction - INFO - Epoch [166][780/1879] lr: 2.807e-02, eta: 1 day, 17:14:54, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7195, loss_cls: 2.2553, loss: 2.2553, grad_norm: 3.3309 2021-07-12 23:29:29,108 - mmaction - INFO - Epoch [166][800/1879] lr: 2.807e-02, eta: 1 day, 17:14:34, time: 0.832, data_time: 0.002, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7266, loss_cls: 2.2020, loss: 2.2020, grad_norm: 3.3071 2021-07-12 23:29:45,835 - mmaction - INFO - Epoch [166][820/1879] lr: 2.807e-02, eta: 1 day, 17:14:15, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7258, loss_cls: 2.2361, loss: 2.2361, grad_norm: 3.2298 2021-07-12 23:30:02,929 - mmaction - INFO - Epoch [166][840/1879] lr: 2.807e-02, eta: 1 day, 17:13:56, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7387, loss_cls: 2.1861, loss: 2.1861, grad_norm: 3.3392 2021-07-12 23:30:20,107 - mmaction - INFO - Epoch [166][860/1879] lr: 2.807e-02, eta: 1 day, 17:13:38, time: 0.858, data_time: 0.002, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7316, loss_cls: 2.2407, loss: 2.2407, grad_norm: 3.2394 2021-07-12 23:30:37,297 - mmaction - INFO - Epoch [166][880/1879] lr: 2.807e-02, eta: 1 day, 17:13:20, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.4980, top5_acc: 0.7254, loss_cls: 2.1952, loss: 2.1952, grad_norm: 3.2701 2021-07-12 23:30:54,278 - mmaction - INFO - Epoch [166][900/1879] lr: 2.807e-02, eta: 1 day, 17:13:01, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4980, top5_acc: 0.7281, loss_cls: 2.2389, loss: 2.2389, grad_norm: 3.3585 2021-07-12 23:31:11,223 - mmaction - INFO - Epoch [166][920/1879] lr: 2.807e-02, eta: 1 day, 17:12:42, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4930, top5_acc: 0.7250, loss_cls: 2.2389, loss: 2.2389, grad_norm: 3.2517 2021-07-12 23:31:28,305 - mmaction - INFO - Epoch [166][940/1879] lr: 2.807e-02, eta: 1 day, 17:12:23, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7363, loss_cls: 2.1974, loss: 2.1974, grad_norm: 3.2869 2021-07-12 23:31:45,360 - mmaction - INFO - Epoch [166][960/1879] lr: 2.807e-02, eta: 1 day, 17:12:04, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7207, loss_cls: 2.2388, loss: 2.2388, grad_norm: 3.2670 2021-07-12 23:32:02,598 - mmaction - INFO - Epoch [166][980/1879] lr: 2.807e-02, eta: 1 day, 17:11:46, time: 0.862, data_time: 0.003, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7445, loss_cls: 2.1228, loss: 2.1228, grad_norm: 3.3425 2021-07-12 23:32:19,242 - mmaction - INFO - Epoch [166][1000/1879] lr: 2.807e-02, eta: 1 day, 17:11:26, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7344, loss_cls: 2.1814, loss: 2.1814, grad_norm: 3.2678 2021-07-12 23:32:36,036 - mmaction - INFO - Epoch [166][1020/1879] lr: 2.807e-02, eta: 1 day, 17:11:07, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7207, loss_cls: 2.2273, loss: 2.2273, grad_norm: 3.4126 2021-07-12 23:32:53,211 - mmaction - INFO - Epoch [166][1040/1879] lr: 2.807e-02, eta: 1 day, 17:10:49, time: 0.858, data_time: 0.002, memory: 6454, top1_acc: 0.4930, top5_acc: 0.7289, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.2147 2021-07-12 23:33:09,863 - mmaction - INFO - Epoch [166][1060/1879] lr: 2.807e-02, eta: 1 day, 17:10:29, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7402, loss_cls: 2.2027, loss: 2.2027, grad_norm: 3.3295 2021-07-12 23:33:26,368 - mmaction - INFO - Epoch [166][1080/1879] lr: 2.807e-02, eta: 1 day, 17:10:09, time: 0.827, data_time: 0.003, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7156, loss_cls: 2.2734, loss: 2.2734, grad_norm: 3.3247 2021-07-12 23:33:43,193 - mmaction - INFO - Epoch [166][1100/1879] lr: 2.807e-02, eta: 1 day, 17:09:49, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5023, top5_acc: 0.7266, loss_cls: 2.1622, loss: 2.1622, grad_norm: 3.2393 2021-07-12 23:34:00,111 - mmaction - INFO - Epoch [166][1120/1879] lr: 2.807e-02, eta: 1 day, 17:09:30, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7359, loss_cls: 2.1852, loss: 2.1852, grad_norm: 3.2102 2021-07-12 23:34:16,826 - mmaction - INFO - Epoch [166][1140/1879] lr: 2.807e-02, eta: 1 day, 17:09:10, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7227, loss_cls: 2.2296, loss: 2.2296, grad_norm: 3.2934 2021-07-12 23:34:33,776 - mmaction - INFO - Epoch [166][1160/1879] lr: 2.807e-02, eta: 1 day, 17:08:51, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7344, loss_cls: 2.2018, loss: 2.2018, grad_norm: 3.2881 2021-07-12 23:34:50,478 - mmaction - INFO - Epoch [166][1180/1879] lr: 2.807e-02, eta: 1 day, 17:08:32, time: 0.837, data_time: 0.006, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7211, loss_cls: 2.2184, loss: 2.2184, grad_norm: 3.3474 2021-07-12 23:35:07,571 - mmaction - INFO - Epoch [166][1200/1879] lr: 2.807e-02, eta: 1 day, 17:08:13, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7273, loss_cls: 2.2536, loss: 2.2536, grad_norm: 3.2795 2021-07-12 23:35:24,294 - mmaction - INFO - Epoch [166][1220/1879] lr: 2.807e-02, eta: 1 day, 17:07:54, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7113, loss_cls: 2.2636, loss: 2.2636, grad_norm: 3.2884 2021-07-12 23:35:41,394 - mmaction - INFO - Epoch [166][1240/1879] lr: 2.807e-02, eta: 1 day, 17:07:35, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7258, loss_cls: 2.2401, loss: 2.2401, grad_norm: 3.3388 2021-07-12 23:35:58,370 - mmaction - INFO - Epoch [166][1260/1879] lr: 2.807e-02, eta: 1 day, 17:07:16, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7312, loss_cls: 2.2007, loss: 2.2007, grad_norm: 3.3237 2021-07-12 23:36:15,254 - mmaction - INFO - Epoch [166][1280/1879] lr: 2.807e-02, eta: 1 day, 17:06:57, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7270, loss_cls: 2.2476, loss: 2.2476, grad_norm: 3.3216 2021-07-12 23:36:32,263 - mmaction - INFO - Epoch [166][1300/1879] lr: 2.807e-02, eta: 1 day, 17:06:38, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.4645, top5_acc: 0.7234, loss_cls: 2.2832, loss: 2.2832, grad_norm: 3.3200 2021-07-12 23:36:48,959 - mmaction - INFO - Epoch [166][1320/1879] lr: 2.807e-02, eta: 1 day, 17:06:19, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7145, loss_cls: 2.2695, loss: 2.2695, grad_norm: 3.3952 2021-07-12 23:37:05,748 - mmaction - INFO - Epoch [166][1340/1879] lr: 2.807e-02, eta: 1 day, 17:05:59, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7172, loss_cls: 2.2856, loss: 2.2856, grad_norm: 3.3007 2021-07-12 23:37:22,515 - mmaction - INFO - Epoch [166][1360/1879] lr: 2.807e-02, eta: 1 day, 17:05:40, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7395, loss_cls: 2.2056, loss: 2.2056, grad_norm: 3.3142 2021-07-12 23:37:39,404 - mmaction - INFO - Epoch [166][1380/1879] lr: 2.807e-02, eta: 1 day, 17:05:21, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7551, loss_cls: 2.0762, loss: 2.0762, grad_norm: 3.2793 2021-07-12 23:37:56,599 - mmaction - INFO - Epoch [166][1400/1879] lr: 2.807e-02, eta: 1 day, 17:05:02, time: 0.860, data_time: 0.010, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7301, loss_cls: 2.1785, loss: 2.1785, grad_norm: 3.2639 2021-07-12 23:38:13,629 - mmaction - INFO - Epoch [166][1420/1879] lr: 2.807e-02, eta: 1 day, 17:04:44, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7246, loss_cls: 2.2223, loss: 2.2223, grad_norm: 3.3171 2021-07-12 23:38:30,396 - mmaction - INFO - Epoch [166][1440/1879] lr: 2.807e-02, eta: 1 day, 17:04:24, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.4828, top5_acc: 0.7219, loss_cls: 2.2539, loss: 2.2539, grad_norm: 3.3458 2021-07-12 23:38:47,366 - mmaction - INFO - Epoch [166][1460/1879] lr: 2.807e-02, eta: 1 day, 17:04:05, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7160, loss_cls: 2.3006, loss: 2.3006, grad_norm: 3.3977 2021-07-12 23:39:04,162 - mmaction - INFO - Epoch [166][1480/1879] lr: 2.807e-02, eta: 1 day, 17:03:46, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7250, loss_cls: 2.2290, loss: 2.2290, grad_norm: 3.2715 2021-07-12 23:39:21,057 - mmaction - INFO - Epoch [166][1500/1879] lr: 2.807e-02, eta: 1 day, 17:03:27, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7297, loss_cls: 2.2132, loss: 2.2132, grad_norm: 3.3280 2021-07-12 23:39:38,307 - mmaction - INFO - Epoch [166][1520/1879] lr: 2.807e-02, eta: 1 day, 17:03:09, time: 0.863, data_time: 0.006, memory: 6454, top1_acc: 0.4820, top5_acc: 0.7293, loss_cls: 2.2077, loss: 2.2077, grad_norm: 3.3586 2021-07-12 23:39:55,316 - mmaction - INFO - Epoch [166][1540/1879] lr: 2.807e-02, eta: 1 day, 17:02:50, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7227, loss_cls: 2.2455, loss: 2.2455, grad_norm: 3.2358 2021-07-12 23:40:12,130 - mmaction - INFO - Epoch [166][1560/1879] lr: 2.807e-02, eta: 1 day, 17:02:31, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7301, loss_cls: 2.2218, loss: 2.2218, grad_norm: 3.2497 2021-07-12 23:40:29,008 - mmaction - INFO - Epoch [166][1580/1879] lr: 2.807e-02, eta: 1 day, 17:02:12, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7363, loss_cls: 2.2098, loss: 2.2098, grad_norm: 3.3600 2021-07-12 23:40:46,116 - mmaction - INFO - Epoch [166][1600/1879] lr: 2.807e-02, eta: 1 day, 17:01:53, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5023, top5_acc: 0.7266, loss_cls: 2.2089, loss: 2.2089, grad_norm: 3.3171 2021-07-12 23:41:02,474 - mmaction - INFO - Epoch [166][1620/1879] lr: 2.807e-02, eta: 1 day, 17:01:32, time: 0.820, data_time: 0.003, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7297, loss_cls: 2.2012, loss: 2.2012, grad_norm: 3.2345 2021-07-12 23:41:19,322 - mmaction - INFO - Epoch [166][1640/1879] lr: 2.807e-02, eta: 1 day, 17:01:13, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7395, loss_cls: 2.1079, loss: 2.1079, grad_norm: 3.1846 2021-07-12 23:41:36,410 - mmaction - INFO - Epoch [166][1660/1879] lr: 2.807e-02, eta: 1 day, 17:00:55, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7176, loss_cls: 2.2549, loss: 2.2549, grad_norm: 3.3196 2021-07-12 23:41:53,492 - mmaction - INFO - Epoch [166][1680/1879] lr: 2.807e-02, eta: 1 day, 17:00:36, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7320, loss_cls: 2.1263, loss: 2.1263, grad_norm: 3.2235 2021-07-12 23:42:10,475 - mmaction - INFO - Epoch [166][1700/1879] lr: 2.807e-02, eta: 1 day, 17:00:17, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7262, loss_cls: 2.1992, loss: 2.1992, grad_norm: 3.2634 2021-07-12 23:42:27,555 - mmaction - INFO - Epoch [166][1720/1879] lr: 2.807e-02, eta: 1 day, 16:59:59, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.4777, top5_acc: 0.7113, loss_cls: 2.2747, loss: 2.2747, grad_norm: 3.3364 2021-07-12 23:42:44,504 - mmaction - INFO - Epoch [166][1740/1879] lr: 2.807e-02, eta: 1 day, 16:59:40, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.1867, loss: 2.1867, grad_norm: 3.2573 2021-07-12 23:43:01,526 - mmaction - INFO - Epoch [166][1760/1879] lr: 2.807e-02, eta: 1 day, 16:59:21, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5023, top5_acc: 0.7305, loss_cls: 2.2342, loss: 2.2342, grad_norm: 3.2607 2021-07-12 23:43:18,531 - mmaction - INFO - Epoch [166][1780/1879] lr: 2.807e-02, eta: 1 day, 16:59:02, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7188, loss_cls: 2.2355, loss: 2.2355, grad_norm: 3.3438 2021-07-12 23:43:35,425 - mmaction - INFO - Epoch [166][1800/1879] lr: 2.807e-02, eta: 1 day, 16:58:43, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7387, loss_cls: 2.1412, loss: 2.1412, grad_norm: 3.3026 2021-07-12 23:43:52,623 - mmaction - INFO - Epoch [166][1820/1879] lr: 2.807e-02, eta: 1 day, 16:58:25, time: 0.861, data_time: 0.003, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7383, loss_cls: 2.1428, loss: 2.1428, grad_norm: 3.2505 2021-07-12 23:44:09,488 - mmaction - INFO - Epoch [166][1840/1879] lr: 2.807e-02, eta: 1 day, 16:58:06, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7199, loss_cls: 2.2780, loss: 2.2780, grad_norm: 3.3482 2021-07-12 23:44:26,183 - mmaction - INFO - Epoch [166][1860/1879] lr: 2.807e-02, eta: 1 day, 16:57:46, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7410, loss_cls: 2.1968, loss: 2.1968, grad_norm: 3.2621 2021-07-12 23:46:40,333 - mmaction - INFO - Epoch [167][20/1879] lr: 2.752e-02, eta: 1 day, 17:01:11, time: 5.681, data_time: 3.212, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7426, loss_cls: 2.1762, loss: 2.1762, grad_norm: 3.3401 2021-07-12 23:46:56,680 - mmaction - INFO - Epoch [167][40/1879] lr: 2.752e-02, eta: 1 day, 17:00:50, time: 0.818, data_time: 0.004, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7473, loss_cls: 2.1304, loss: 2.1304, grad_norm: 3.3116 2021-07-12 23:47:13,190 - mmaction - INFO - Epoch [167][60/1879] lr: 2.752e-02, eta: 1 day, 17:00:30, time: 0.825, data_time: 0.001, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7324, loss_cls: 2.1847, loss: 2.1847, grad_norm: 3.3098 2021-07-12 23:47:30,205 - mmaction - INFO - Epoch [167][80/1879] lr: 2.752e-02, eta: 1 day, 17:00:11, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5023, top5_acc: 0.7375, loss_cls: 2.1713, loss: 2.1713, grad_norm: 3.3931 2021-07-12 23:47:47,224 - mmaction - INFO - Epoch [167][100/1879] lr: 2.752e-02, eta: 1 day, 16:59:52, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7320, loss_cls: 2.1803, loss: 2.1803, grad_norm: 3.3300 2021-07-12 23:48:04,197 - mmaction - INFO - Epoch [167][120/1879] lr: 2.752e-02, eta: 1 day, 16:59:33, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7383, loss_cls: 2.1286, loss: 2.1286, grad_norm: 3.2351 2021-07-12 23:48:21,088 - mmaction - INFO - Epoch [167][140/1879] lr: 2.752e-02, eta: 1 day, 16:59:14, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7273, loss_cls: 2.2311, loss: 2.2311, grad_norm: 3.3276 2021-07-12 23:48:38,133 - mmaction - INFO - Epoch [167][160/1879] lr: 2.752e-02, eta: 1 day, 16:58:55, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5141, top5_acc: 0.7371, loss_cls: 2.1780, loss: 2.1780, grad_norm: 3.2701 2021-07-12 23:48:55,051 - mmaction - INFO - Epoch [167][180/1879] lr: 2.752e-02, eta: 1 day, 16:58:36, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7340, loss_cls: 2.1941, loss: 2.1941, grad_norm: 3.2881 2021-07-12 23:49:11,767 - mmaction - INFO - Epoch [167][200/1879] lr: 2.752e-02, eta: 1 day, 16:58:17, time: 0.835, data_time: 0.007, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7379, loss_cls: 2.1364, loss: 2.1364, grad_norm: 3.3776 2021-07-12 23:49:28,745 - mmaction - INFO - Epoch [167][220/1879] lr: 2.752e-02, eta: 1 day, 16:57:58, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5262, top5_acc: 0.7566, loss_cls: 2.0836, loss: 2.0836, grad_norm: 3.2699 2021-07-12 23:49:45,310 - mmaction - INFO - Epoch [167][240/1879] lr: 2.752e-02, eta: 1 day, 16:57:38, time: 0.828, data_time: 0.001, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7355, loss_cls: 2.2102, loss: 2.2102, grad_norm: 3.3154 2021-07-12 23:50:02,490 - mmaction - INFO - Epoch [167][260/1879] lr: 2.752e-02, eta: 1 day, 16:57:19, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7371, loss_cls: 2.1923, loss: 2.1923, grad_norm: 3.3132 2021-07-12 23:50:19,377 - mmaction - INFO - Epoch [167][280/1879] lr: 2.752e-02, eta: 1 day, 16:57:00, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7145, loss_cls: 2.2780, loss: 2.2780, grad_norm: 3.3417 2021-07-12 23:50:36,243 - mmaction - INFO - Epoch [167][300/1879] lr: 2.752e-02, eta: 1 day, 16:56:41, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7367, loss_cls: 2.1533, loss: 2.1533, grad_norm: 3.2730 2021-07-12 23:50:53,469 - mmaction - INFO - Epoch [167][320/1879] lr: 2.752e-02, eta: 1 day, 16:56:22, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7297, loss_cls: 2.1652, loss: 2.1652, grad_norm: 3.2036 2021-07-12 23:51:10,556 - mmaction - INFO - Epoch [167][340/1879] lr: 2.752e-02, eta: 1 day, 16:56:04, time: 0.857, data_time: 0.008, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7367, loss_cls: 2.1797, loss: 2.1797, grad_norm: 3.3761 2021-07-12 23:51:27,566 - mmaction - INFO - Epoch [167][360/1879] lr: 2.752e-02, eta: 1 day, 16:55:45, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7258, loss_cls: 2.1616, loss: 2.1616, grad_norm: 3.3127 2021-07-12 23:51:44,571 - mmaction - INFO - Epoch [167][380/1879] lr: 2.752e-02, eta: 1 day, 16:55:26, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7293, loss_cls: 2.1983, loss: 2.1983, grad_norm: 3.3220 2021-07-12 23:52:01,419 - mmaction - INFO - Epoch [167][400/1879] lr: 2.752e-02, eta: 1 day, 16:55:07, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7281, loss_cls: 2.2127, loss: 2.2127, grad_norm: 3.3742 2021-07-12 23:52:18,470 - mmaction - INFO - Epoch [167][420/1879] lr: 2.752e-02, eta: 1 day, 16:54:48, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7211, loss_cls: 2.2397, loss: 2.2397, grad_norm: 3.3474 2021-07-12 23:52:35,609 - mmaction - INFO - Epoch [167][440/1879] lr: 2.752e-02, eta: 1 day, 16:54:30, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.5172, top5_acc: 0.7414, loss_cls: 2.1510, loss: 2.1510, grad_norm: 3.3338 2021-07-12 23:52:52,574 - mmaction - INFO - Epoch [167][460/1879] lr: 2.752e-02, eta: 1 day, 16:54:11, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7312, loss_cls: 2.1534, loss: 2.1534, grad_norm: 3.3092 2021-07-12 23:53:09,614 - mmaction - INFO - Epoch [167][480/1879] lr: 2.752e-02, eta: 1 day, 16:53:52, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7336, loss_cls: 2.1864, loss: 2.1864, grad_norm: 3.3261 2021-07-12 23:53:26,479 - mmaction - INFO - Epoch [167][500/1879] lr: 2.752e-02, eta: 1 day, 16:53:33, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7496, loss_cls: 2.1434, loss: 2.1434, grad_norm: 3.2790 2021-07-12 23:53:43,588 - mmaction - INFO - Epoch [167][520/1879] lr: 2.752e-02, eta: 1 day, 16:53:15, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7461, loss_cls: 2.1361, loss: 2.1361, grad_norm: 3.2957 2021-07-12 23:54:00,534 - mmaction - INFO - Epoch [167][540/1879] lr: 2.752e-02, eta: 1 day, 16:52:56, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.3655 2021-07-12 23:54:17,579 - mmaction - INFO - Epoch [167][560/1879] lr: 2.752e-02, eta: 1 day, 16:52:37, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7344, loss_cls: 2.1953, loss: 2.1953, grad_norm: 3.3285 2021-07-12 23:54:34,653 - mmaction - INFO - Epoch [167][580/1879] lr: 2.752e-02, eta: 1 day, 16:52:18, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7379, loss_cls: 2.1392, loss: 2.1392, grad_norm: 3.2220 2021-07-12 23:54:51,766 - mmaction - INFO - Epoch [167][600/1879] lr: 2.752e-02, eta: 1 day, 16:52:00, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7414, loss_cls: 2.1853, loss: 2.1853, grad_norm: 3.3102 2021-07-12 23:55:08,721 - mmaction - INFO - Epoch [167][620/1879] lr: 2.752e-02, eta: 1 day, 16:51:41, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7391, loss_cls: 2.1450, loss: 2.1450, grad_norm: 3.2711 2021-07-12 23:55:25,559 - mmaction - INFO - Epoch [167][640/1879] lr: 2.752e-02, eta: 1 day, 16:51:21, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7273, loss_cls: 2.2246, loss: 2.2246, grad_norm: 3.3398 2021-07-12 23:55:42,517 - mmaction - INFO - Epoch [167][660/1879] lr: 2.752e-02, eta: 1 day, 16:51:02, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7402, loss_cls: 2.1417, loss: 2.1417, grad_norm: 3.3451 2021-07-12 23:55:59,208 - mmaction - INFO - Epoch [167][680/1879] lr: 2.752e-02, eta: 1 day, 16:50:43, time: 0.838, data_time: 0.007, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7406, loss_cls: 2.1354, loss: 2.1354, grad_norm: 3.3380 2021-07-12 23:56:16,271 - mmaction - INFO - Epoch [167][700/1879] lr: 2.752e-02, eta: 1 day, 16:50:24, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7426, loss_cls: 2.1602, loss: 2.1602, grad_norm: 3.3565 2021-07-12 23:56:33,285 - mmaction - INFO - Epoch [167][720/1879] lr: 2.752e-02, eta: 1 day, 16:50:05, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7148, loss_cls: 2.2299, loss: 2.2299, grad_norm: 3.3505 2021-07-12 23:56:50,144 - mmaction - INFO - Epoch [167][740/1879] lr: 2.752e-02, eta: 1 day, 16:49:46, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7387, loss_cls: 2.1441, loss: 2.1441, grad_norm: 3.3011 2021-07-12 23:57:06,930 - mmaction - INFO - Epoch [167][760/1879] lr: 2.752e-02, eta: 1 day, 16:49:27, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7125, loss_cls: 2.2829, loss: 2.2829, grad_norm: 3.3509 2021-07-12 23:57:23,985 - mmaction - INFO - Epoch [167][780/1879] lr: 2.752e-02, eta: 1 day, 16:49:08, time: 0.854, data_time: 0.011, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7434, loss_cls: 2.1423, loss: 2.1423, grad_norm: 3.2581 2021-07-12 23:57:41,138 - mmaction - INFO - Epoch [167][800/1879] lr: 2.752e-02, eta: 1 day, 16:48:50, time: 0.856, data_time: 0.001, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7406, loss_cls: 2.1933, loss: 2.1933, grad_norm: 3.3857 2021-07-12 23:57:58,145 - mmaction - INFO - Epoch [167][820/1879] lr: 2.752e-02, eta: 1 day, 16:48:31, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7199, loss_cls: 2.2608, loss: 2.2608, grad_norm: 3.4347 2021-07-12 23:58:14,944 - mmaction - INFO - Epoch [167][840/1879] lr: 2.752e-02, eta: 1 day, 16:48:11, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7266, loss_cls: 2.2198, loss: 2.2198, grad_norm: 3.3324 2021-07-12 23:58:31,810 - mmaction - INFO - Epoch [167][860/1879] lr: 2.752e-02, eta: 1 day, 16:47:52, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7227, loss_cls: 2.2213, loss: 2.2213, grad_norm: 3.3083 2021-07-12 23:58:48,770 - mmaction - INFO - Epoch [167][880/1879] lr: 2.752e-02, eta: 1 day, 16:47:33, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7227, loss_cls: 2.2117, loss: 2.2117, grad_norm: 3.3554 2021-07-12 23:59:05,686 - mmaction - INFO - Epoch [167][900/1879] lr: 2.752e-02, eta: 1 day, 16:47:14, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7410, loss_cls: 2.1353, loss: 2.1353, grad_norm: 3.2365 2021-07-12 23:59:22,743 - mmaction - INFO - Epoch [167][920/1879] lr: 2.752e-02, eta: 1 day, 16:46:56, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7211, loss_cls: 2.2331, loss: 2.2331, grad_norm: 3.2814 2021-07-12 23:59:39,678 - mmaction - INFO - Epoch [167][940/1879] lr: 2.752e-02, eta: 1 day, 16:46:37, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4961, top5_acc: 0.7293, loss_cls: 2.2089, loss: 2.2089, grad_norm: 3.3736 2021-07-12 23:59:56,574 - mmaction - INFO - Epoch [167][960/1879] lr: 2.752e-02, eta: 1 day, 16:46:18, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.4961, top5_acc: 0.7199, loss_cls: 2.2306, loss: 2.2306, grad_norm: 3.3863 2021-07-13 00:00:21,283 - mmaction - INFO - Epoch [167][980/1879] lr: 2.752e-02, eta: 1 day, 16:46:21, time: 1.234, data_time: 0.005, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7426, loss_cls: 2.1065, loss: 2.1065, grad_norm: 3.3306 2021-07-13 00:00:38,095 - mmaction - INFO - Epoch [167][1000/1879] lr: 2.752e-02, eta: 1 day, 16:46:02, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7371, loss_cls: 2.1792, loss: 2.1792, grad_norm: 3.3649 2021-07-13 00:00:54,693 - mmaction - INFO - Epoch [167][1020/1879] lr: 2.752e-02, eta: 1 day, 16:45:42, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7168, loss_cls: 2.2823, loss: 2.2823, grad_norm: 3.3868 2021-07-13 00:01:11,617 - mmaction - INFO - Epoch [167][1040/1879] lr: 2.752e-02, eta: 1 day, 16:45:23, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7293, loss_cls: 2.2135, loss: 2.2135, grad_norm: 3.3304 2021-07-13 00:01:28,739 - mmaction - INFO - Epoch [167][1060/1879] lr: 2.752e-02, eta: 1 day, 16:45:05, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7402, loss_cls: 2.1867, loss: 2.1867, grad_norm: 3.3073 2021-07-13 00:01:45,666 - mmaction - INFO - Epoch [167][1080/1879] lr: 2.752e-02, eta: 1 day, 16:44:46, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7402, loss_cls: 2.1935, loss: 2.1935, grad_norm: 3.2836 2021-07-13 00:02:02,773 - mmaction - INFO - Epoch [167][1100/1879] lr: 2.752e-02, eta: 1 day, 16:44:27, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7332, loss_cls: 2.1997, loss: 2.1997, grad_norm: 3.2987 2021-07-13 00:02:19,768 - mmaction - INFO - Epoch [167][1120/1879] lr: 2.752e-02, eta: 1 day, 16:44:08, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7211, loss_cls: 2.2337, loss: 2.2337, grad_norm: 3.3432 2021-07-13 00:02:36,828 - mmaction - INFO - Epoch [167][1140/1879] lr: 2.752e-02, eta: 1 day, 16:43:50, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.4930, top5_acc: 0.7234, loss_cls: 2.2335, loss: 2.2335, grad_norm: 3.2783 2021-07-13 00:02:53,893 - mmaction - INFO - Epoch [167][1160/1879] lr: 2.752e-02, eta: 1 day, 16:43:31, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7375, loss_cls: 2.1931, loss: 2.1931, grad_norm: 3.3644 2021-07-13 00:03:10,991 - mmaction - INFO - Epoch [167][1180/1879] lr: 2.752e-02, eta: 1 day, 16:43:12, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7359, loss_cls: 2.2229, loss: 2.2229, grad_norm: 3.3738 2021-07-13 00:03:27,766 - mmaction - INFO - Epoch [167][1200/1879] lr: 2.752e-02, eta: 1 day, 16:42:53, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7410, loss_cls: 2.1523, loss: 2.1523, grad_norm: 3.3268 2021-07-13 00:03:44,306 - mmaction - INFO - Epoch [167][1220/1879] lr: 2.752e-02, eta: 1 day, 16:42:33, time: 0.826, data_time: 0.003, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7312, loss_cls: 2.1792, loss: 2.1792, grad_norm: 3.3858 2021-07-13 00:04:01,457 - mmaction - INFO - Epoch [167][1240/1879] lr: 2.752e-02, eta: 1 day, 16:42:15, time: 0.859, data_time: 0.002, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7289, loss_cls: 2.1869, loss: 2.1869, grad_norm: 3.2732 2021-07-13 00:04:18,499 - mmaction - INFO - Epoch [167][1260/1879] lr: 2.752e-02, eta: 1 day, 16:41:56, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7367, loss_cls: 2.1784, loss: 2.1784, grad_norm: 3.3408 2021-07-13 00:04:35,454 - mmaction - INFO - Epoch [167][1280/1879] lr: 2.752e-02, eta: 1 day, 16:41:37, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7328, loss_cls: 2.2199, loss: 2.2199, grad_norm: 3.3823 2021-07-13 00:04:52,692 - mmaction - INFO - Epoch [167][1300/1879] lr: 2.752e-02, eta: 1 day, 16:41:19, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7168, loss_cls: 2.2552, loss: 2.2552, grad_norm: 3.3636 2021-07-13 00:05:09,802 - mmaction - INFO - Epoch [167][1320/1879] lr: 2.752e-02, eta: 1 day, 16:41:00, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7281, loss_cls: 2.2339, loss: 2.2339, grad_norm: 3.2749 2021-07-13 00:05:26,914 - mmaction - INFO - Epoch [167][1340/1879] lr: 2.752e-02, eta: 1 day, 16:40:42, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7289, loss_cls: 2.1696, loss: 2.1696, grad_norm: 3.2024 2021-07-13 00:05:43,805 - mmaction - INFO - Epoch [167][1360/1879] lr: 2.752e-02, eta: 1 day, 16:40:23, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7445, loss_cls: 2.1343, loss: 2.1343, grad_norm: 3.3214 2021-07-13 00:06:00,873 - mmaction - INFO - Epoch [167][1380/1879] lr: 2.752e-02, eta: 1 day, 16:40:04, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7180, loss_cls: 2.2695, loss: 2.2695, grad_norm: 3.3862 2021-07-13 00:06:17,448 - mmaction - INFO - Epoch [167][1400/1879] lr: 2.752e-02, eta: 1 day, 16:39:44, time: 0.828, data_time: 0.001, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7387, loss_cls: 2.1669, loss: 2.1669, grad_norm: 3.4015 2021-07-13 00:06:34,207 - mmaction - INFO - Epoch [167][1420/1879] lr: 2.752e-02, eta: 1 day, 16:39:25, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7148, loss_cls: 2.2537, loss: 2.2537, grad_norm: 3.3039 2021-07-13 00:06:51,044 - mmaction - INFO - Epoch [167][1440/1879] lr: 2.752e-02, eta: 1 day, 16:39:05, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7367, loss_cls: 2.1486, loss: 2.1486, grad_norm: 3.3194 2021-07-13 00:07:07,955 - mmaction - INFO - Epoch [167][1460/1879] lr: 2.752e-02, eta: 1 day, 16:38:47, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7379, loss_cls: 2.2300, loss: 2.2300, grad_norm: 3.3676 2021-07-13 00:07:25,022 - mmaction - INFO - Epoch [167][1480/1879] lr: 2.752e-02, eta: 1 day, 16:38:28, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7367, loss_cls: 2.1429, loss: 2.1429, grad_norm: 3.2881 2021-07-13 00:07:42,172 - mmaction - INFO - Epoch [167][1500/1879] lr: 2.752e-02, eta: 1 day, 16:38:09, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7367, loss_cls: 2.1625, loss: 2.1625, grad_norm: 3.2954 2021-07-13 00:07:58,956 - mmaction - INFO - Epoch [167][1520/1879] lr: 2.752e-02, eta: 1 day, 16:37:50, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7383, loss_cls: 2.1799, loss: 2.1799, grad_norm: 3.3232 2021-07-13 00:08:15,998 - mmaction - INFO - Epoch [167][1540/1879] lr: 2.752e-02, eta: 1 day, 16:37:31, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7273, loss_cls: 2.1999, loss: 2.1999, grad_norm: 3.3803 2021-07-13 00:08:32,934 - mmaction - INFO - Epoch [167][1560/1879] lr: 2.752e-02, eta: 1 day, 16:37:12, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7262, loss_cls: 2.2677, loss: 2.2677, grad_norm: 3.3583 2021-07-13 00:08:50,023 - mmaction - INFO - Epoch [167][1580/1879] lr: 2.752e-02, eta: 1 day, 16:36:54, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7348, loss_cls: 2.2115, loss: 2.2115, grad_norm: 3.2971 2021-07-13 00:09:06,939 - mmaction - INFO - Epoch [167][1600/1879] lr: 2.752e-02, eta: 1 day, 16:36:35, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7148, loss_cls: 2.2159, loss: 2.2159, grad_norm: 3.3465 2021-07-13 00:09:24,039 - mmaction - INFO - Epoch [167][1620/1879] lr: 2.752e-02, eta: 1 day, 16:36:16, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.4773, top5_acc: 0.7223, loss_cls: 2.2571, loss: 2.2571, grad_norm: 3.3784 2021-07-13 00:09:41,139 - mmaction - INFO - Epoch [167][1640/1879] lr: 2.752e-02, eta: 1 day, 16:35:58, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7305, loss_cls: 2.1789, loss: 2.1789, grad_norm: 3.2412 2021-07-13 00:09:57,817 - mmaction - INFO - Epoch [167][1660/1879] lr: 2.752e-02, eta: 1 day, 16:35:38, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7359, loss_cls: 2.1764, loss: 2.1764, grad_norm: 3.2600 2021-07-13 00:10:15,029 - mmaction - INFO - Epoch [167][1680/1879] lr: 2.752e-02, eta: 1 day, 16:35:20, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.4824, top5_acc: 0.7305, loss_cls: 2.2323, loss: 2.2323, grad_norm: 3.3537 2021-07-13 00:10:31,809 - mmaction - INFO - Epoch [167][1700/1879] lr: 2.752e-02, eta: 1 day, 16:35:01, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7125, loss_cls: 2.2647, loss: 2.2647, grad_norm: 3.3444 2021-07-13 00:10:49,069 - mmaction - INFO - Epoch [167][1720/1879] lr: 2.752e-02, eta: 1 day, 16:34:43, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7297, loss_cls: 2.1901, loss: 2.1901, grad_norm: 3.2436 2021-07-13 00:11:05,971 - mmaction - INFO - Epoch [167][1740/1879] lr: 2.752e-02, eta: 1 day, 16:34:24, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.4809, top5_acc: 0.7234, loss_cls: 2.2811, loss: 2.2811, grad_norm: 3.3510 2021-07-13 00:11:22,571 - mmaction - INFO - Epoch [167][1760/1879] lr: 2.752e-02, eta: 1 day, 16:34:04, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7215, loss_cls: 2.2125, loss: 2.2125, grad_norm: 3.3543 2021-07-13 00:11:39,635 - mmaction - INFO - Epoch [167][1780/1879] lr: 2.752e-02, eta: 1 day, 16:33:45, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7289, loss_cls: 2.2465, loss: 2.2465, grad_norm: 3.3646 2021-07-13 00:11:56,503 - mmaction - INFO - Epoch [167][1800/1879] lr: 2.752e-02, eta: 1 day, 16:33:26, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7438, loss_cls: 2.1538, loss: 2.1538, grad_norm: 3.2406 2021-07-13 00:12:13,572 - mmaction - INFO - Epoch [167][1820/1879] lr: 2.752e-02, eta: 1 day, 16:33:07, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5023, top5_acc: 0.7375, loss_cls: 2.1540, loss: 2.1540, grad_norm: 3.3332 2021-07-13 00:12:30,513 - mmaction - INFO - Epoch [167][1840/1879] lr: 2.752e-02, eta: 1 day, 16:32:49, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4980, top5_acc: 0.7246, loss_cls: 2.2394, loss: 2.2394, grad_norm: 3.2991 2021-07-13 00:12:47,678 - mmaction - INFO - Epoch [167][1860/1879] lr: 2.752e-02, eta: 1 day, 16:32:30, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.4961, top5_acc: 0.7395, loss_cls: 2.1731, loss: 2.1731, grad_norm: 3.2565 2021-07-13 00:15:47,933 - mmaction - INFO - Epoch [168][20/1879] lr: 2.697e-02, eta: 1 day, 16:37:14, time: 7.240, data_time: 6.200, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1349, loss: 2.1349, grad_norm: 3.2875 2021-07-13 00:16:04,480 - mmaction - INFO - Epoch [168][40/1879] lr: 2.697e-02, eta: 1 day, 16:36:54, time: 0.828, data_time: 0.006, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7477, loss_cls: 2.0694, loss: 2.0694, grad_norm: 3.2378 2021-07-13 00:16:20,698 - mmaction - INFO - Epoch [168][60/1879] lr: 2.697e-02, eta: 1 day, 16:36:33, time: 0.811, data_time: 0.005, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7328, loss_cls: 2.1542, loss: 2.1542, grad_norm: 3.2855 2021-07-13 00:16:37,141 - mmaction - INFO - Epoch [168][80/1879] lr: 2.697e-02, eta: 1 day, 16:36:12, time: 0.823, data_time: 0.004, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7324, loss_cls: 2.2174, loss: 2.2174, grad_norm: 3.3450 2021-07-13 00:16:53,970 - mmaction - INFO - Epoch [168][100/1879] lr: 2.697e-02, eta: 1 day, 16:35:53, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7344, loss_cls: 2.2110, loss: 2.2110, grad_norm: 3.4305 2021-07-13 00:17:10,574 - mmaction - INFO - Epoch [168][120/1879] lr: 2.697e-02, eta: 1 day, 16:35:33, time: 0.830, data_time: 0.005, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7309, loss_cls: 2.1939, loss: 2.1939, grad_norm: 3.3559 2021-07-13 00:17:27,155 - mmaction - INFO - Epoch [168][140/1879] lr: 2.697e-02, eta: 1 day, 16:35:13, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7383, loss_cls: 2.1637, loss: 2.1637, grad_norm: 3.2670 2021-07-13 00:17:44,736 - mmaction - INFO - Epoch [168][160/1879] lr: 2.697e-02, eta: 1 day, 16:34:56, time: 0.877, data_time: 0.006, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7418, loss_cls: 2.1669, loss: 2.1669, grad_norm: 3.3964 2021-07-13 00:18:01,779 - mmaction - INFO - Epoch [168][180/1879] lr: 2.697e-02, eta: 1 day, 16:34:37, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7312, loss_cls: 2.1589, loss: 2.1589, grad_norm: 3.3003 2021-07-13 00:18:18,765 - mmaction - INFO - Epoch [168][200/1879] lr: 2.697e-02, eta: 1 day, 16:34:18, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7363, loss_cls: 2.1703, loss: 2.1703, grad_norm: 3.3195 2021-07-13 00:18:35,597 - mmaction - INFO - Epoch [168][220/1879] lr: 2.697e-02, eta: 1 day, 16:33:59, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7312, loss_cls: 2.1365, loss: 2.1365, grad_norm: 3.3499 2021-07-13 00:18:52,525 - mmaction - INFO - Epoch [168][240/1879] lr: 2.697e-02, eta: 1 day, 16:33:40, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7426, loss_cls: 2.1609, loss: 2.1609, grad_norm: 3.3262 2021-07-13 00:19:09,438 - mmaction - INFO - Epoch [168][260/1879] lr: 2.697e-02, eta: 1 day, 16:33:20, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7262, loss_cls: 2.1949, loss: 2.1949, grad_norm: 3.3387 2021-07-13 00:19:26,240 - mmaction - INFO - Epoch [168][280/1879] lr: 2.697e-02, eta: 1 day, 16:33:01, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7215, loss_cls: 2.2169, loss: 2.2169, grad_norm: 3.3133 2021-07-13 00:19:42,881 - mmaction - INFO - Epoch [168][300/1879] lr: 2.697e-02, eta: 1 day, 16:32:41, time: 0.831, data_time: 0.006, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7465, loss_cls: 2.1298, loss: 2.1298, grad_norm: 3.3694 2021-07-13 00:20:00,020 - mmaction - INFO - Epoch [168][320/1879] lr: 2.697e-02, eta: 1 day, 16:32:22, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.5023, top5_acc: 0.7289, loss_cls: 2.2220, loss: 2.2220, grad_norm: 3.3684 2021-07-13 00:20:16,550 - mmaction - INFO - Epoch [168][340/1879] lr: 2.697e-02, eta: 1 day, 16:32:02, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7293, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.2724 2021-07-13 00:20:33,652 - mmaction - INFO - Epoch [168][360/1879] lr: 2.697e-02, eta: 1 day, 16:31:44, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7383, loss_cls: 2.1366, loss: 2.1366, grad_norm: 3.2964 2021-07-13 00:20:50,613 - mmaction - INFO - Epoch [168][380/1879] lr: 2.697e-02, eta: 1 day, 16:31:25, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7297, loss_cls: 2.1648, loss: 2.1648, grad_norm: 3.3491 2021-07-13 00:21:07,490 - mmaction - INFO - Epoch [168][400/1879] lr: 2.697e-02, eta: 1 day, 16:31:06, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7379, loss_cls: 2.2011, loss: 2.2011, grad_norm: 3.3856 2021-07-13 00:21:23,826 - mmaction - INFO - Epoch [168][420/1879] lr: 2.697e-02, eta: 1 day, 16:30:45, time: 0.816, data_time: 0.003, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7320, loss_cls: 2.1494, loss: 2.1494, grad_norm: 3.3830 2021-07-13 00:21:40,868 - mmaction - INFO - Epoch [168][440/1879] lr: 2.697e-02, eta: 1 day, 16:30:26, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7496, loss_cls: 2.1539, loss: 2.1539, grad_norm: 3.4079 2021-07-13 00:21:57,864 - mmaction - INFO - Epoch [168][460/1879] lr: 2.697e-02, eta: 1 day, 16:30:07, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7234, loss_cls: 2.2145, loss: 2.2145, grad_norm: 3.3968 2021-07-13 00:22:14,849 - mmaction - INFO - Epoch [168][480/1879] lr: 2.697e-02, eta: 1 day, 16:29:48, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7289, loss_cls: 2.1850, loss: 2.1850, grad_norm: 3.2885 2021-07-13 00:22:31,739 - mmaction - INFO - Epoch [168][500/1879] lr: 2.697e-02, eta: 1 day, 16:29:29, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7453, loss_cls: 2.1286, loss: 2.1286, grad_norm: 3.3785 2021-07-13 00:22:48,246 - mmaction - INFO - Epoch [168][520/1879] lr: 2.697e-02, eta: 1 day, 16:29:09, time: 0.823, data_time: 0.005, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7242, loss_cls: 2.2100, loss: 2.2100, grad_norm: 3.3809 2021-07-13 00:23:05,283 - mmaction - INFO - Epoch [168][540/1879] lr: 2.697e-02, eta: 1 day, 16:28:50, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7285, loss_cls: 2.2097, loss: 2.2097, grad_norm: 3.3529 2021-07-13 00:23:22,096 - mmaction - INFO - Epoch [168][560/1879] lr: 2.697e-02, eta: 1 day, 16:28:31, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7270, loss_cls: 2.1595, loss: 2.1595, grad_norm: 3.3436 2021-07-13 00:23:39,031 - mmaction - INFO - Epoch [168][580/1879] lr: 2.697e-02, eta: 1 day, 16:28:11, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7281, loss_cls: 2.1879, loss: 2.1879, grad_norm: 3.3352 2021-07-13 00:23:55,656 - mmaction - INFO - Epoch [168][600/1879] lr: 2.697e-02, eta: 1 day, 16:27:52, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7383, loss_cls: 2.1418, loss: 2.1418, grad_norm: 3.3539 2021-07-13 00:24:12,695 - mmaction - INFO - Epoch [168][620/1879] lr: 2.697e-02, eta: 1 day, 16:27:33, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7203, loss_cls: 2.2038, loss: 2.2038, grad_norm: 3.3282 2021-07-13 00:24:29,476 - mmaction - INFO - Epoch [168][640/1879] lr: 2.697e-02, eta: 1 day, 16:27:13, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7336, loss_cls: 2.1800, loss: 2.1800, grad_norm: 3.3388 2021-07-13 00:24:46,495 - mmaction - INFO - Epoch [168][660/1879] lr: 2.697e-02, eta: 1 day, 16:26:55, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7262, loss_cls: 2.2400, loss: 2.2400, grad_norm: 3.4266 2021-07-13 00:25:03,508 - mmaction - INFO - Epoch [168][680/1879] lr: 2.697e-02, eta: 1 day, 16:26:36, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7266, loss_cls: 2.2411, loss: 2.2411, grad_norm: 3.3458 2021-07-13 00:25:20,173 - mmaction - INFO - Epoch [168][700/1879] lr: 2.697e-02, eta: 1 day, 16:26:16, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7410, loss_cls: 2.1697, loss: 2.1697, grad_norm: 3.3421 2021-07-13 00:25:36,993 - mmaction - INFO - Epoch [168][720/1879] lr: 2.697e-02, eta: 1 day, 16:25:57, time: 0.840, data_time: 0.014, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7227, loss_cls: 2.2592, loss: 2.2592, grad_norm: 3.4327 2021-07-13 00:25:53,888 - mmaction - INFO - Epoch [168][740/1879] lr: 2.697e-02, eta: 1 day, 16:25:37, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7336, loss_cls: 2.1908, loss: 2.1908, grad_norm: 3.4139 2021-07-13 00:26:10,733 - mmaction - INFO - Epoch [168][760/1879] lr: 2.697e-02, eta: 1 day, 16:25:18, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7418, loss_cls: 2.2033, loss: 2.2033, grad_norm: 3.2796 2021-07-13 00:26:27,541 - mmaction - INFO - Epoch [168][780/1879] lr: 2.697e-02, eta: 1 day, 16:24:59, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7391, loss_cls: 2.1621, loss: 2.1621, grad_norm: 3.3641 2021-07-13 00:26:44,360 - mmaction - INFO - Epoch [168][800/1879] lr: 2.697e-02, eta: 1 day, 16:24:40, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7316, loss_cls: 2.1930, loss: 2.1930, grad_norm: 3.3477 2021-07-13 00:27:00,964 - mmaction - INFO - Epoch [168][820/1879] lr: 2.697e-02, eta: 1 day, 16:24:20, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7273, loss_cls: 2.2286, loss: 2.2286, grad_norm: 3.3663 2021-07-13 00:27:17,569 - mmaction - INFO - Epoch [168][840/1879] lr: 2.697e-02, eta: 1 day, 16:24:00, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7242, loss_cls: 2.2600, loss: 2.2600, grad_norm: 3.3678 2021-07-13 00:27:34,388 - mmaction - INFO - Epoch [168][860/1879] lr: 2.697e-02, eta: 1 day, 16:23:40, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7426, loss_cls: 2.1624, loss: 2.1624, grad_norm: 3.2580 2021-07-13 00:27:51,473 - mmaction - INFO - Epoch [168][880/1879] lr: 2.697e-02, eta: 1 day, 16:23:22, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7266, loss_cls: 2.1961, loss: 2.1961, grad_norm: 3.3215 2021-07-13 00:28:08,251 - mmaction - INFO - Epoch [168][900/1879] lr: 2.697e-02, eta: 1 day, 16:23:02, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7281, loss_cls: 2.2377, loss: 2.2377, grad_norm: 3.3964 2021-07-13 00:28:24,926 - mmaction - INFO - Epoch [168][920/1879] lr: 2.697e-02, eta: 1 day, 16:22:42, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.4730, top5_acc: 0.7168, loss_cls: 2.2668, loss: 2.2668, grad_norm: 3.4137 2021-07-13 00:28:41,665 - mmaction - INFO - Epoch [168][940/1879] lr: 2.697e-02, eta: 1 day, 16:22:23, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7508, loss_cls: 2.1074, loss: 2.1074, grad_norm: 3.2636 2021-07-13 00:28:58,469 - mmaction - INFO - Epoch [168][960/1879] lr: 2.697e-02, eta: 1 day, 16:22:03, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7352, loss_cls: 2.2022, loss: 2.2022, grad_norm: 3.3997 2021-07-13 00:29:15,531 - mmaction - INFO - Epoch [168][980/1879] lr: 2.697e-02, eta: 1 day, 16:21:45, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7359, loss_cls: 2.2018, loss: 2.2018, grad_norm: 3.3858 2021-07-13 00:29:32,383 - mmaction - INFO - Epoch [168][1000/1879] lr: 2.697e-02, eta: 1 day, 16:21:26, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7395, loss_cls: 2.1740, loss: 2.1740, grad_norm: 3.3792 2021-07-13 00:29:49,068 - mmaction - INFO - Epoch [168][1020/1879] lr: 2.697e-02, eta: 1 day, 16:21:06, time: 0.835, data_time: 0.006, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7203, loss_cls: 2.2169, loss: 2.2169, grad_norm: 3.3278 2021-07-13 00:30:05,916 - mmaction - INFO - Epoch [168][1040/1879] lr: 2.697e-02, eta: 1 day, 16:20:47, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7336, loss_cls: 2.1679, loss: 2.1679, grad_norm: 3.3604 2021-07-13 00:30:22,797 - mmaction - INFO - Epoch [168][1060/1879] lr: 2.697e-02, eta: 1 day, 16:20:27, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7414, loss_cls: 2.1253, loss: 2.1253, grad_norm: 3.3637 2021-07-13 00:30:39,728 - mmaction - INFO - Epoch [168][1080/1879] lr: 2.697e-02, eta: 1 day, 16:20:08, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7355, loss_cls: 2.1663, loss: 2.1663, grad_norm: 3.3528 2021-07-13 00:30:56,694 - mmaction - INFO - Epoch [168][1100/1879] lr: 2.697e-02, eta: 1 day, 16:19:50, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7195, loss_cls: 2.2349, loss: 2.2349, grad_norm: 3.4295 2021-07-13 00:31:13,776 - mmaction - INFO - Epoch [168][1120/1879] lr: 2.697e-02, eta: 1 day, 16:19:31, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7285, loss_cls: 2.2051, loss: 2.2051, grad_norm: 3.3260 2021-07-13 00:31:30,732 - mmaction - INFO - Epoch [168][1140/1879] lr: 2.697e-02, eta: 1 day, 16:19:12, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7449, loss_cls: 2.1487, loss: 2.1487, grad_norm: 3.3036 2021-07-13 00:31:47,444 - mmaction - INFO - Epoch [168][1160/1879] lr: 2.697e-02, eta: 1 day, 16:18:52, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7230, loss_cls: 2.2140, loss: 2.2140, grad_norm: 3.3181 2021-07-13 00:32:04,136 - mmaction - INFO - Epoch [168][1180/1879] lr: 2.697e-02, eta: 1 day, 16:18:33, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7379, loss_cls: 2.1704, loss: 2.1704, grad_norm: 3.3465 2021-07-13 00:32:20,767 - mmaction - INFO - Epoch [168][1200/1879] lr: 2.697e-02, eta: 1 day, 16:18:13, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7289, loss_cls: 2.2315, loss: 2.2315, grad_norm: 3.4438 2021-07-13 00:32:37,581 - mmaction - INFO - Epoch [168][1220/1879] lr: 2.697e-02, eta: 1 day, 16:17:53, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7375, loss_cls: 2.1793, loss: 2.1793, grad_norm: 3.2929 2021-07-13 00:32:54,230 - mmaction - INFO - Epoch [168][1240/1879] lr: 2.697e-02, eta: 1 day, 16:17:34, time: 0.834, data_time: 0.006, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7281, loss_cls: 2.2018, loss: 2.2018, grad_norm: 3.3535 2021-07-13 00:33:11,149 - mmaction - INFO - Epoch [168][1260/1879] lr: 2.697e-02, eta: 1 day, 16:17:15, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7352, loss_cls: 2.1889, loss: 2.1889, grad_norm: 3.3369 2021-07-13 00:33:28,079 - mmaction - INFO - Epoch [168][1280/1879] lr: 2.697e-02, eta: 1 day, 16:16:56, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7184, loss_cls: 2.2478, loss: 2.2478, grad_norm: 3.4028 2021-07-13 00:33:45,113 - mmaction - INFO - Epoch [168][1300/1879] lr: 2.697e-02, eta: 1 day, 16:16:37, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7387, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.3635 2021-07-13 00:34:01,870 - mmaction - INFO - Epoch [168][1320/1879] lr: 2.697e-02, eta: 1 day, 16:16:17, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7395, loss_cls: 2.1450, loss: 2.1450, grad_norm: 3.4356 2021-07-13 00:34:18,551 - mmaction - INFO - Epoch [168][1340/1879] lr: 2.697e-02, eta: 1 day, 16:15:58, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7348, loss_cls: 2.2011, loss: 2.2011, grad_norm: 3.4120 2021-07-13 00:34:35,856 - mmaction - INFO - Epoch [168][1360/1879] lr: 2.697e-02, eta: 1 day, 16:15:40, time: 0.865, data_time: 0.004, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7340, loss_cls: 2.2069, loss: 2.2069, grad_norm: 3.3955 2021-07-13 00:34:52,446 - mmaction - INFO - Epoch [168][1380/1879] lr: 2.697e-02, eta: 1 day, 16:15:20, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.1087, loss: 2.1087, grad_norm: 3.2970 2021-07-13 00:35:09,201 - mmaction - INFO - Epoch [168][1400/1879] lr: 2.697e-02, eta: 1 day, 16:15:00, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7297, loss_cls: 2.1873, loss: 2.1873, grad_norm: 3.4257 2021-07-13 00:35:26,017 - mmaction - INFO - Epoch [168][1420/1879] lr: 2.697e-02, eta: 1 day, 16:14:41, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7297, loss_cls: 2.2312, loss: 2.2312, grad_norm: 3.3436 2021-07-13 00:35:42,683 - mmaction - INFO - Epoch [168][1440/1879] lr: 2.697e-02, eta: 1 day, 16:14:21, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7273, loss_cls: 2.2085, loss: 2.2085, grad_norm: 3.3139 2021-07-13 00:35:59,754 - mmaction - INFO - Epoch [168][1460/1879] lr: 2.697e-02, eta: 1 day, 16:14:03, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7305, loss_cls: 2.1930, loss: 2.1930, grad_norm: 3.3058 2021-07-13 00:36:16,301 - mmaction - INFO - Epoch [168][1480/1879] lr: 2.697e-02, eta: 1 day, 16:13:43, time: 0.824, data_time: 0.004, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7332, loss_cls: 2.1553, loss: 2.1553, grad_norm: 3.2741 2021-07-13 00:36:33,145 - mmaction - INFO - Epoch [168][1500/1879] lr: 2.697e-02, eta: 1 day, 16:13:24, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7277, loss_cls: 2.2448, loss: 2.2448, grad_norm: 3.3559 2021-07-13 00:36:49,873 - mmaction - INFO - Epoch [168][1520/1879] lr: 2.697e-02, eta: 1 day, 16:13:04, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7359, loss_cls: 2.1646, loss: 2.1646, grad_norm: 3.3645 2021-07-13 00:37:06,742 - mmaction - INFO - Epoch [168][1540/1879] lr: 2.697e-02, eta: 1 day, 16:12:45, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7383, loss_cls: 2.2087, loss: 2.2087, grad_norm: 3.4452 2021-07-13 00:37:23,803 - mmaction - INFO - Epoch [168][1560/1879] lr: 2.697e-02, eta: 1 day, 16:12:26, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5078, top5_acc: 0.7352, loss_cls: 2.1725, loss: 2.1725, grad_norm: 3.3246 2021-07-13 00:37:40,554 - mmaction - INFO - Epoch [168][1580/1879] lr: 2.697e-02, eta: 1 day, 16:12:07, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7176, loss_cls: 2.2565, loss: 2.2565, grad_norm: 3.3154 2021-07-13 00:37:57,430 - mmaction - INFO - Epoch [168][1600/1879] lr: 2.697e-02, eta: 1 day, 16:11:48, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7180, loss_cls: 2.2882, loss: 2.2882, grad_norm: 3.3979 2021-07-13 00:38:14,269 - mmaction - INFO - Epoch [168][1620/1879] lr: 2.697e-02, eta: 1 day, 16:11:28, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7293, loss_cls: 2.2008, loss: 2.2008, grad_norm: 3.2752 2021-07-13 00:38:30,912 - mmaction - INFO - Epoch [168][1640/1879] lr: 2.697e-02, eta: 1 day, 16:11:09, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7254, loss_cls: 2.1858, loss: 2.1858, grad_norm: 3.3483 2021-07-13 00:38:48,074 - mmaction - INFO - Epoch [168][1660/1879] lr: 2.697e-02, eta: 1 day, 16:10:50, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7316, loss_cls: 2.2062, loss: 2.2062, grad_norm: 3.3990 2021-07-13 00:39:04,930 - mmaction - INFO - Epoch [168][1680/1879] lr: 2.697e-02, eta: 1 day, 16:10:31, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7406, loss_cls: 2.1718, loss: 2.1718, grad_norm: 3.2854 2021-07-13 00:39:21,516 - mmaction - INFO - Epoch [168][1700/1879] lr: 2.697e-02, eta: 1 day, 16:10:11, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7367, loss_cls: 2.1420, loss: 2.1420, grad_norm: 3.2180 2021-07-13 00:39:38,573 - mmaction - INFO - Epoch [168][1720/1879] lr: 2.697e-02, eta: 1 day, 16:09:53, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7457, loss_cls: 2.1802, loss: 2.1802, grad_norm: 3.2863 2021-07-13 00:39:55,312 - mmaction - INFO - Epoch [168][1740/1879] lr: 2.697e-02, eta: 1 day, 16:09:33, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7324, loss_cls: 2.2137, loss: 2.2137, grad_norm: 3.3499 2021-07-13 00:40:12,224 - mmaction - INFO - Epoch [168][1760/1879] lr: 2.697e-02, eta: 1 day, 16:09:14, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7371, loss_cls: 2.1612, loss: 2.1612, grad_norm: 3.4120 2021-07-13 00:40:29,371 - mmaction - INFO - Epoch [168][1780/1879] lr: 2.697e-02, eta: 1 day, 16:08:56, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7328, loss_cls: 2.2318, loss: 2.2318, grad_norm: 3.2964 2021-07-13 00:40:46,285 - mmaction - INFO - Epoch [168][1800/1879] lr: 2.697e-02, eta: 1 day, 16:08:36, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7289, loss_cls: 2.2052, loss: 2.2052, grad_norm: 3.3565 2021-07-13 00:41:03,344 - mmaction - INFO - Epoch [168][1820/1879] lr: 2.697e-02, eta: 1 day, 16:08:18, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7336, loss_cls: 2.1794, loss: 2.1794, grad_norm: 3.2687 2021-07-13 00:41:20,033 - mmaction - INFO - Epoch [168][1840/1879] lr: 2.697e-02, eta: 1 day, 16:07:58, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7312, loss_cls: 2.1966, loss: 2.1966, grad_norm: 3.3207 2021-07-13 00:41:37,545 - mmaction - INFO - Epoch [168][1860/1879] lr: 2.697e-02, eta: 1 day, 16:07:41, time: 0.872, data_time: 0.004, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7262, loss_cls: 2.1696, loss: 2.1696, grad_norm: 3.2732 2021-07-13 00:42:01,649 - mmaction - INFO - Saving checkpoint at 168 epochs 2021-07-13 00:43:12,053 - mmaction - INFO - Epoch [169][20/1879] lr: 2.643e-02, eta: 1 day, 16:08:42, time: 3.428, data_time: 2.512, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7547, loss_cls: 2.1027, loss: 2.1027, grad_norm: 3.3601 2021-07-13 00:43:28,803 - mmaction - INFO - Epoch [169][40/1879] lr: 2.643e-02, eta: 1 day, 16:08:22, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7375, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.3731 2021-07-13 00:43:45,544 - mmaction - INFO - Epoch [169][60/1879] lr: 2.643e-02, eta: 1 day, 16:08:03, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7438, loss_cls: 2.1107, loss: 2.1107, grad_norm: 3.3496 2021-07-13 00:44:02,358 - mmaction - INFO - Epoch [169][80/1879] lr: 2.643e-02, eta: 1 day, 16:07:43, time: 0.839, data_time: 0.007, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7258, loss_cls: 2.2245, loss: 2.2245, grad_norm: 3.4053 2021-07-13 00:44:18,893 - mmaction - INFO - Epoch [169][100/1879] lr: 2.643e-02, eta: 1 day, 16:07:23, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7352, loss_cls: 2.1863, loss: 2.1863, grad_norm: 3.3582 2021-07-13 00:44:35,700 - mmaction - INFO - Epoch [169][120/1879] lr: 2.643e-02, eta: 1 day, 16:07:04, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7465, loss_cls: 2.1431, loss: 2.1431, grad_norm: 3.3177 2021-07-13 00:44:52,288 - mmaction - INFO - Epoch [169][140/1879] lr: 2.643e-02, eta: 1 day, 16:06:44, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7344, loss_cls: 2.1619, loss: 2.1619, grad_norm: 3.3838 2021-07-13 00:45:09,313 - mmaction - INFO - Epoch [169][160/1879] lr: 2.643e-02, eta: 1 day, 16:06:25, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7402, loss_cls: 2.1642, loss: 2.1642, grad_norm: 3.3375 2021-07-13 00:45:26,211 - mmaction - INFO - Epoch [169][180/1879] lr: 2.643e-02, eta: 1 day, 16:06:06, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7465, loss_cls: 2.0722, loss: 2.0722, grad_norm: 3.2340 2021-07-13 00:45:43,287 - mmaction - INFO - Epoch [169][200/1879] lr: 2.643e-02, eta: 1 day, 16:05:47, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7219, loss_cls: 2.2205, loss: 2.2205, grad_norm: 3.3484 2021-07-13 00:46:00,514 - mmaction - INFO - Epoch [169][220/1879] lr: 2.643e-02, eta: 1 day, 16:05:29, time: 0.861, data_time: 0.020, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7312, loss_cls: 2.1763, loss: 2.1763, grad_norm: 3.3228 2021-07-13 00:46:17,826 - mmaction - INFO - Epoch [169][240/1879] lr: 2.643e-02, eta: 1 day, 16:05:11, time: 0.862, data_time: 0.007, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7441, loss_cls: 2.1514, loss: 2.1514, grad_norm: 3.3059 2021-07-13 00:46:34,895 - mmaction - INFO - Epoch [169][260/1879] lr: 2.643e-02, eta: 1 day, 16:04:53, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7641, loss_cls: 2.0090, loss: 2.0090, grad_norm: 3.3173 2021-07-13 00:46:51,753 - mmaction - INFO - Epoch [169][280/1879] lr: 2.643e-02, eta: 1 day, 16:04:33, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7336, loss_cls: 2.1775, loss: 2.1775, grad_norm: 3.3726 2021-07-13 00:47:08,901 - mmaction - INFO - Epoch [169][300/1879] lr: 2.643e-02, eta: 1 day, 16:04:15, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7395, loss_cls: 2.1589, loss: 2.1589, grad_norm: 3.3990 2021-07-13 00:47:25,720 - mmaction - INFO - Epoch [169][320/1879] lr: 2.643e-02, eta: 1 day, 16:03:56, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7410, loss_cls: 2.1173, loss: 2.1173, grad_norm: 3.2695 2021-07-13 00:47:42,440 - mmaction - INFO - Epoch [169][340/1879] lr: 2.643e-02, eta: 1 day, 16:03:36, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7289, loss_cls: 2.1645, loss: 2.1645, grad_norm: 3.3029 2021-07-13 00:47:59,259 - mmaction - INFO - Epoch [169][360/1879] lr: 2.643e-02, eta: 1 day, 16:03:17, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7387, loss_cls: 2.1744, loss: 2.1744, grad_norm: 3.4049 2021-07-13 00:48:15,821 - mmaction - INFO - Epoch [169][380/1879] lr: 2.643e-02, eta: 1 day, 16:02:57, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7324, loss_cls: 2.2226, loss: 2.2226, grad_norm: 3.3886 2021-07-13 00:48:32,551 - mmaction - INFO - Epoch [169][400/1879] lr: 2.643e-02, eta: 1 day, 16:02:38, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7207, loss_cls: 2.2621, loss: 2.2621, grad_norm: 3.3509 2021-07-13 00:48:49,735 - mmaction - INFO - Epoch [169][420/1879] lr: 2.643e-02, eta: 1 day, 16:02:19, time: 0.861, data_time: 0.003, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7289, loss_cls: 2.2051, loss: 2.2051, grad_norm: 3.3084 2021-07-13 00:49:06,686 - mmaction - INFO - Epoch [169][440/1879] lr: 2.643e-02, eta: 1 day, 16:02:00, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7434, loss_cls: 2.1365, loss: 2.1365, grad_norm: 3.3455 2021-07-13 00:49:23,628 - mmaction - INFO - Epoch [169][460/1879] lr: 2.643e-02, eta: 1 day, 16:01:41, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7363, loss_cls: 2.1706, loss: 2.1706, grad_norm: 3.3118 2021-07-13 00:49:40,556 - mmaction - INFO - Epoch [169][480/1879] lr: 2.643e-02, eta: 1 day, 16:01:22, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7379, loss_cls: 2.1241, loss: 2.1241, grad_norm: 3.3153 2021-07-13 00:49:57,433 - mmaction - INFO - Epoch [169][500/1879] lr: 2.643e-02, eta: 1 day, 16:01:03, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7324, loss_cls: 2.1500, loss: 2.1500, grad_norm: 3.3603 2021-07-13 00:50:14,300 - mmaction - INFO - Epoch [169][520/1879] lr: 2.643e-02, eta: 1 day, 16:00:44, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7395, loss_cls: 2.1350, loss: 2.1350, grad_norm: 3.3862 2021-07-13 00:50:31,212 - mmaction - INFO - Epoch [169][540/1879] lr: 2.643e-02, eta: 1 day, 16:00:25, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7340, loss_cls: 2.1872, loss: 2.1872, grad_norm: 3.2999 2021-07-13 00:50:48,035 - mmaction - INFO - Epoch [169][560/1879] lr: 2.643e-02, eta: 1 day, 16:00:06, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7238, loss_cls: 2.1733, loss: 2.1733, grad_norm: 3.3750 2021-07-13 00:51:05,111 - mmaction - INFO - Epoch [169][580/1879] lr: 2.643e-02, eta: 1 day, 15:59:47, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7309, loss_cls: 2.1556, loss: 2.1556, grad_norm: 3.3038 2021-07-13 00:51:22,061 - mmaction - INFO - Epoch [169][600/1879] lr: 2.643e-02, eta: 1 day, 15:59:28, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7398, loss_cls: 2.1617, loss: 2.1617, grad_norm: 3.3946 2021-07-13 00:51:38,635 - mmaction - INFO - Epoch [169][620/1879] lr: 2.643e-02, eta: 1 day, 15:59:09, time: 0.831, data_time: 0.006, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7309, loss_cls: 2.1592, loss: 2.1592, grad_norm: 3.3431 2021-07-13 00:51:55,432 - mmaction - INFO - Epoch [169][640/1879] lr: 2.643e-02, eta: 1 day, 15:58:49, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.5117, top5_acc: 0.7387, loss_cls: 2.1206, loss: 2.1206, grad_norm: 3.2941 2021-07-13 00:52:12,256 - mmaction - INFO - Epoch [169][660/1879] lr: 2.643e-02, eta: 1 day, 15:58:30, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5066, top5_acc: 0.7391, loss_cls: 2.1691, loss: 2.1691, grad_norm: 3.3922 2021-07-13 00:52:29,227 - mmaction - INFO - Epoch [169][680/1879] lr: 2.643e-02, eta: 1 day, 15:58:11, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4980, top5_acc: 0.7387, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.3644 2021-07-13 00:52:46,143 - mmaction - INFO - Epoch [169][700/1879] lr: 2.643e-02, eta: 1 day, 15:57:52, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7266, loss_cls: 2.2218, loss: 2.2218, grad_norm: 3.3729 2021-07-13 00:53:03,024 - mmaction - INFO - Epoch [169][720/1879] lr: 2.643e-02, eta: 1 day, 15:57:33, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7281, loss_cls: 2.2043, loss: 2.2043, grad_norm: 3.3836 2021-07-13 00:53:19,866 - mmaction - INFO - Epoch [169][740/1879] lr: 2.643e-02, eta: 1 day, 15:57:14, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7312, loss_cls: 2.1653, loss: 2.1653, grad_norm: 3.3247 2021-07-13 00:53:36,806 - mmaction - INFO - Epoch [169][760/1879] lr: 2.643e-02, eta: 1 day, 15:56:55, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7449, loss_cls: 2.1212, loss: 2.1212, grad_norm: 3.2528 2021-07-13 00:53:53,811 - mmaction - INFO - Epoch [169][780/1879] lr: 2.643e-02, eta: 1 day, 15:56:36, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7293, loss_cls: 2.1993, loss: 2.1993, grad_norm: 3.2796 2021-07-13 00:54:10,651 - mmaction - INFO - Epoch [169][800/1879] lr: 2.643e-02, eta: 1 day, 15:56:17, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7242, loss_cls: 2.2218, loss: 2.2218, grad_norm: 3.3435 2021-07-13 00:54:27,445 - mmaction - INFO - Epoch [169][820/1879] lr: 2.643e-02, eta: 1 day, 15:55:58, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7320, loss_cls: 2.1858, loss: 2.1858, grad_norm: 3.3887 2021-07-13 00:54:44,339 - mmaction - INFO - Epoch [169][840/1879] lr: 2.643e-02, eta: 1 day, 15:55:39, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7379, loss_cls: 2.1517, loss: 2.1517, grad_norm: 3.3598 2021-07-13 00:55:01,352 - mmaction - INFO - Epoch [169][860/1879] lr: 2.643e-02, eta: 1 day, 15:55:20, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7477, loss_cls: 2.0950, loss: 2.0950, grad_norm: 3.2640 2021-07-13 00:55:18,200 - mmaction - INFO - Epoch [169][880/1879] lr: 2.643e-02, eta: 1 day, 15:55:01, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7285, loss_cls: 2.2005, loss: 2.2005, grad_norm: 3.4261 2021-07-13 00:55:35,197 - mmaction - INFO - Epoch [169][900/1879] lr: 2.643e-02, eta: 1 day, 15:54:42, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4848, top5_acc: 0.7375, loss_cls: 2.1869, loss: 2.1869, grad_norm: 3.4155 2021-07-13 00:55:52,075 - mmaction - INFO - Epoch [169][920/1879] lr: 2.643e-02, eta: 1 day, 15:54:23, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7492, loss_cls: 2.1296, loss: 2.1296, grad_norm: 3.3942 2021-07-13 00:56:09,250 - mmaction - INFO - Epoch [169][940/1879] lr: 2.643e-02, eta: 1 day, 15:54:05, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7352, loss_cls: 2.2317, loss: 2.2317, grad_norm: 3.4044 2021-07-13 00:56:25,962 - mmaction - INFO - Epoch [169][960/1879] lr: 2.643e-02, eta: 1 day, 15:53:45, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7273, loss_cls: 2.2427, loss: 2.2427, grad_norm: 3.3833 2021-07-13 00:56:42,937 - mmaction - INFO - Epoch [169][980/1879] lr: 2.643e-02, eta: 1 day, 15:53:26, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7484, loss_cls: 2.1395, loss: 2.1395, grad_norm: 3.3655 2021-07-13 00:56:59,697 - mmaction - INFO - Epoch [169][1000/1879] lr: 2.643e-02, eta: 1 day, 15:53:07, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5078, top5_acc: 0.7375, loss_cls: 2.1644, loss: 2.1644, grad_norm: 3.2998 2021-07-13 00:57:16,317 - mmaction - INFO - Epoch [169][1020/1879] lr: 2.643e-02, eta: 1 day, 15:52:47, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1497, loss: 2.1497, grad_norm: 3.4186 2021-07-13 00:57:32,932 - mmaction - INFO - Epoch [169][1040/1879] lr: 2.643e-02, eta: 1 day, 15:52:27, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7215, loss_cls: 2.2401, loss: 2.2401, grad_norm: 3.3256 2021-07-13 00:57:49,804 - mmaction - INFO - Epoch [169][1060/1879] lr: 2.643e-02, eta: 1 day, 15:52:08, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7258, loss_cls: 2.2473, loss: 2.2473, grad_norm: 3.3537 2021-07-13 00:58:06,548 - mmaction - INFO - Epoch [169][1080/1879] lr: 2.643e-02, eta: 1 day, 15:51:49, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5117, top5_acc: 0.7422, loss_cls: 2.1371, loss: 2.1371, grad_norm: 3.3193 2021-07-13 00:58:23,355 - mmaction - INFO - Epoch [169][1100/1879] lr: 2.643e-02, eta: 1 day, 15:51:30, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7293, loss_cls: 2.2114, loss: 2.2114, grad_norm: 3.3367 2021-07-13 00:58:40,073 - mmaction - INFO - Epoch [169][1120/1879] lr: 2.643e-02, eta: 1 day, 15:51:10, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7555, loss_cls: 2.0907, loss: 2.0907, grad_norm: 3.3433 2021-07-13 00:58:57,330 - mmaction - INFO - Epoch [169][1140/1879] lr: 2.643e-02, eta: 1 day, 15:50:52, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.4859, top5_acc: 0.7371, loss_cls: 2.2249, loss: 2.2249, grad_norm: 3.4330 2021-07-13 00:59:14,121 - mmaction - INFO - Epoch [169][1160/1879] lr: 2.643e-02, eta: 1 day, 15:50:33, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7297, loss_cls: 2.1651, loss: 2.1651, grad_norm: 3.4004 2021-07-13 00:59:31,319 - mmaction - INFO - Epoch [169][1180/1879] lr: 2.643e-02, eta: 1 day, 15:50:15, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7367, loss_cls: 2.2476, loss: 2.2476, grad_norm: 3.2907 2021-07-13 00:59:48,210 - mmaction - INFO - Epoch [169][1200/1879] lr: 2.643e-02, eta: 1 day, 15:49:56, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4742, top5_acc: 0.7188, loss_cls: 2.2960, loss: 2.2960, grad_norm: 3.4421 2021-07-13 01:00:05,346 - mmaction - INFO - Epoch [169][1220/1879] lr: 2.643e-02, eta: 1 day, 15:49:37, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7301, loss_cls: 2.2024, loss: 2.2024, grad_norm: 3.2952 2021-07-13 01:00:22,512 - mmaction - INFO - Epoch [169][1240/1879] lr: 2.643e-02, eta: 1 day, 15:49:19, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7363, loss_cls: 2.1884, loss: 2.1884, grad_norm: 3.4246 2021-07-13 01:00:39,567 - mmaction - INFO - Epoch [169][1260/1879] lr: 2.643e-02, eta: 1 day, 15:49:00, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7285, loss_cls: 2.2086, loss: 2.2086, grad_norm: 3.4436 2021-07-13 01:00:56,575 - mmaction - INFO - Epoch [169][1280/1879] lr: 2.643e-02, eta: 1 day, 15:48:42, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7246, loss_cls: 2.2021, loss: 2.2021, grad_norm: 3.3233 2021-07-13 01:01:13,484 - mmaction - INFO - Epoch [169][1300/1879] lr: 2.643e-02, eta: 1 day, 15:48:23, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7445, loss_cls: 2.1788, loss: 2.1788, grad_norm: 3.3916 2021-07-13 01:01:30,563 - mmaction - INFO - Epoch [169][1320/1879] lr: 2.643e-02, eta: 1 day, 15:48:04, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7324, loss_cls: 2.1852, loss: 2.1852, grad_norm: 3.4186 2021-07-13 01:01:47,683 - mmaction - INFO - Epoch [169][1340/1879] lr: 2.643e-02, eta: 1 day, 15:47:46, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7367, loss_cls: 2.2147, loss: 2.2147, grad_norm: 3.3980 2021-07-13 01:02:04,474 - mmaction - INFO - Epoch [169][1360/1879] lr: 2.643e-02, eta: 1 day, 15:47:26, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.4855, top5_acc: 0.7266, loss_cls: 2.2348, loss: 2.2348, grad_norm: 3.4285 2021-07-13 01:02:21,050 - mmaction - INFO - Epoch [169][1380/1879] lr: 2.643e-02, eta: 1 day, 15:47:07, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7465, loss_cls: 2.1853, loss: 2.1853, grad_norm: 3.4622 2021-07-13 01:02:37,658 - mmaction - INFO - Epoch [169][1400/1879] lr: 2.643e-02, eta: 1 day, 15:46:47, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7273, loss_cls: 2.1746, loss: 2.1746, grad_norm: 3.3319 2021-07-13 01:02:54,685 - mmaction - INFO - Epoch [169][1420/1879] lr: 2.643e-02, eta: 1 day, 15:46:28, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7375, loss_cls: 2.2075, loss: 2.2075, grad_norm: 3.3843 2021-07-13 01:03:11,623 - mmaction - INFO - Epoch [169][1440/1879] lr: 2.643e-02, eta: 1 day, 15:46:09, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7246, loss_cls: 2.2206, loss: 2.2206, grad_norm: 3.3692 2021-07-13 01:03:28,780 - mmaction - INFO - Epoch [169][1460/1879] lr: 2.643e-02, eta: 1 day, 15:45:51, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7383, loss_cls: 2.1836, loss: 2.1836, grad_norm: 3.3329 2021-07-13 01:03:45,601 - mmaction - INFO - Epoch [169][1480/1879] lr: 2.643e-02, eta: 1 day, 15:45:32, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7422, loss_cls: 2.1365, loss: 2.1365, grad_norm: 3.3978 2021-07-13 01:04:02,791 - mmaction - INFO - Epoch [169][1500/1879] lr: 2.643e-02, eta: 1 day, 15:45:14, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7340, loss_cls: 2.1801, loss: 2.1801, grad_norm: 3.3776 2021-07-13 01:04:19,721 - mmaction - INFO - Epoch [169][1520/1879] lr: 2.643e-02, eta: 1 day, 15:44:55, time: 0.847, data_time: 0.009, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7301, loss_cls: 2.1553, loss: 2.1553, grad_norm: 3.3503 2021-07-13 01:04:36,446 - mmaction - INFO - Epoch [169][1540/1879] lr: 2.643e-02, eta: 1 day, 15:44:35, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.4836, top5_acc: 0.7324, loss_cls: 2.2290, loss: 2.2290, grad_norm: 3.4150 2021-07-13 01:04:53,342 - mmaction - INFO - Epoch [169][1560/1879] lr: 2.643e-02, eta: 1 day, 15:44:16, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7434, loss_cls: 2.1044, loss: 2.1044, grad_norm: 3.2966 2021-07-13 01:05:10,474 - mmaction - INFO - Epoch [169][1580/1879] lr: 2.643e-02, eta: 1 day, 15:43:58, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7191, loss_cls: 2.2360, loss: 2.2360, grad_norm: 3.3983 2021-07-13 01:05:27,272 - mmaction - INFO - Epoch [169][1600/1879] lr: 2.643e-02, eta: 1 day, 15:43:39, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7359, loss_cls: 2.2039, loss: 2.2039, grad_norm: 3.3275 2021-07-13 01:05:43,840 - mmaction - INFO - Epoch [169][1620/1879] lr: 2.643e-02, eta: 1 day, 15:43:19, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7328, loss_cls: 2.1818, loss: 2.1818, grad_norm: 3.3919 2021-07-13 01:06:00,545 - mmaction - INFO - Epoch [169][1640/1879] lr: 2.643e-02, eta: 1 day, 15:42:59, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7301, loss_cls: 2.2257, loss: 2.2257, grad_norm: 3.4399 2021-07-13 01:06:17,482 - mmaction - INFO - Epoch [169][1660/1879] lr: 2.643e-02, eta: 1 day, 15:42:40, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7363, loss_cls: 2.2357, loss: 2.2357, grad_norm: 3.4141 2021-07-13 01:06:34,300 - mmaction - INFO - Epoch [169][1680/1879] lr: 2.643e-02, eta: 1 day, 15:42:21, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.4980, top5_acc: 0.7242, loss_cls: 2.1990, loss: 2.1990, grad_norm: 3.3717 2021-07-13 01:06:51,026 - mmaction - INFO - Epoch [169][1700/1879] lr: 2.643e-02, eta: 1 day, 15:42:02, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7371, loss_cls: 2.1544, loss: 2.1544, grad_norm: 3.3207 2021-07-13 01:07:07,995 - mmaction - INFO - Epoch [169][1720/1879] lr: 2.643e-02, eta: 1 day, 15:41:43, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7613, loss_cls: 2.0861, loss: 2.0861, grad_norm: 3.3003 2021-07-13 01:07:24,972 - mmaction - INFO - Epoch [169][1740/1879] lr: 2.643e-02, eta: 1 day, 15:41:24, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7340, loss_cls: 2.1506, loss: 2.1506, grad_norm: 3.3828 2021-07-13 01:07:41,844 - mmaction - INFO - Epoch [169][1760/1879] lr: 2.643e-02, eta: 1 day, 15:41:05, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7461, loss_cls: 2.1388, loss: 2.1388, grad_norm: 3.3393 2021-07-13 01:07:58,649 - mmaction - INFO - Epoch [169][1780/1879] lr: 2.643e-02, eta: 1 day, 15:40:46, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5023, top5_acc: 0.7387, loss_cls: 2.1775, loss: 2.1775, grad_norm: 3.3802 2021-07-13 01:08:15,353 - mmaction - INFO - Epoch [169][1800/1879] lr: 2.643e-02, eta: 1 day, 15:40:26, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7398, loss_cls: 2.1331, loss: 2.1331, grad_norm: 3.3450 2021-07-13 01:08:32,249 - mmaction - INFO - Epoch [169][1820/1879] lr: 2.643e-02, eta: 1 day, 15:40:07, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7418, loss_cls: 2.1584, loss: 2.1584, grad_norm: 3.4310 2021-07-13 01:08:49,245 - mmaction - INFO - Epoch [169][1840/1879] lr: 2.643e-02, eta: 1 day, 15:39:49, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7473, loss_cls: 2.1015, loss: 2.1015, grad_norm: 3.4370 2021-07-13 01:09:06,083 - mmaction - INFO - Epoch [169][1860/1879] lr: 2.643e-02, eta: 1 day, 15:39:30, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4852, top5_acc: 0.7363, loss_cls: 2.1870, loss: 2.1870, grad_norm: 3.4315 2021-07-13 01:10:49,257 - mmaction - INFO - Epoch [170][20/1879] lr: 2.589e-02, eta: 1 day, 15:41:06, time: 4.182, data_time: 3.261, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7352, loss_cls: 2.1555, loss: 2.1555, grad_norm: 3.3686 2021-07-13 01:11:05,659 - mmaction - INFO - Epoch [170][40/1879] lr: 2.589e-02, eta: 1 day, 15:40:46, time: 0.819, data_time: 0.004, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7344, loss_cls: 2.1908, loss: 2.1908, grad_norm: 3.4639 2021-07-13 01:11:22,156 - mmaction - INFO - Epoch [170][60/1879] lr: 2.589e-02, eta: 1 day, 15:40:26, time: 0.826, data_time: 0.005, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0980, loss: 2.0980, grad_norm: 3.3720 2021-07-13 01:11:38,894 - mmaction - INFO - Epoch [170][80/1879] lr: 2.589e-02, eta: 1 day, 15:40:06, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7441, loss_cls: 2.1397, loss: 2.1397, grad_norm: 3.3378 2021-07-13 01:11:55,567 - mmaction - INFO - Epoch [170][100/1879] lr: 2.589e-02, eta: 1 day, 15:39:47, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7426, loss_cls: 2.1338, loss: 2.1338, grad_norm: 3.3531 2021-07-13 01:12:12,779 - mmaction - INFO - Epoch [170][120/1879] lr: 2.589e-02, eta: 1 day, 15:39:28, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7422, loss_cls: 2.1473, loss: 2.1473, grad_norm: 3.3734 2021-07-13 01:12:29,487 - mmaction - INFO - Epoch [170][140/1879] lr: 2.589e-02, eta: 1 day, 15:39:09, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5141, top5_acc: 0.7375, loss_cls: 2.0820, loss: 2.0820, grad_norm: 3.1937 2021-07-13 01:12:46,410 - mmaction - INFO - Epoch [170][160/1879] lr: 2.589e-02, eta: 1 day, 15:38:50, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7371, loss_cls: 2.1779, loss: 2.1779, grad_norm: 3.4242 2021-07-13 01:13:03,208 - mmaction - INFO - Epoch [170][180/1879] lr: 2.589e-02, eta: 1 day, 15:38:31, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7352, loss_cls: 2.1738, loss: 2.1738, grad_norm: 3.4768 2021-07-13 01:13:19,865 - mmaction - INFO - Epoch [170][200/1879] lr: 2.589e-02, eta: 1 day, 15:38:11, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7395, loss_cls: 2.1544, loss: 2.1544, grad_norm: 3.3724 2021-07-13 01:13:36,791 - mmaction - INFO - Epoch [170][220/1879] lr: 2.589e-02, eta: 1 day, 15:37:52, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7477, loss_cls: 2.1712, loss: 2.1712, grad_norm: 3.4099 2021-07-13 01:13:53,609 - mmaction - INFO - Epoch [170][240/1879] lr: 2.589e-02, eta: 1 day, 15:37:33, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7398, loss_cls: 2.1172, loss: 2.1172, grad_norm: 3.3624 2021-07-13 01:14:10,359 - mmaction - INFO - Epoch [170][260/1879] lr: 2.589e-02, eta: 1 day, 15:37:14, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.4801, top5_acc: 0.7285, loss_cls: 2.2256, loss: 2.2256, grad_norm: 3.4143 2021-07-13 01:14:27,080 - mmaction - INFO - Epoch [170][280/1879] lr: 2.589e-02, eta: 1 day, 15:36:54, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7211, loss_cls: 2.2254, loss: 2.2254, grad_norm: 3.4113 2021-07-13 01:14:43,753 - mmaction - INFO - Epoch [170][300/1879] lr: 2.589e-02, eta: 1 day, 15:36:35, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7254, loss_cls: 2.1632, loss: 2.1632, grad_norm: 3.2440 2021-07-13 01:15:00,278 - mmaction - INFO - Epoch [170][320/1879] lr: 2.589e-02, eta: 1 day, 15:36:15, time: 0.826, data_time: 0.002, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7426, loss_cls: 2.1486, loss: 2.1486, grad_norm: 3.3708 2021-07-13 01:15:17,486 - mmaction - INFO - Epoch [170][340/1879] lr: 2.589e-02, eta: 1 day, 15:35:56, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.1654, loss: 2.1654, grad_norm: 3.3575 2021-07-13 01:15:34,234 - mmaction - INFO - Epoch [170][360/1879] lr: 2.589e-02, eta: 1 day, 15:35:37, time: 0.846, data_time: 0.011, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7320, loss_cls: 2.2029, loss: 2.2029, grad_norm: 3.3244 2021-07-13 01:15:51,241 - mmaction - INFO - Epoch [170][380/1879] lr: 2.589e-02, eta: 1 day, 15:35:18, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7465, loss_cls: 2.1174, loss: 2.1174, grad_norm: 3.4065 2021-07-13 01:16:08,198 - mmaction - INFO - Epoch [170][400/1879] lr: 2.589e-02, eta: 1 day, 15:34:59, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4813, top5_acc: 0.7242, loss_cls: 2.2340, loss: 2.2340, grad_norm: 3.4708 2021-07-13 01:16:25,025 - mmaction - INFO - Epoch [170][420/1879] lr: 2.589e-02, eta: 1 day, 15:34:40, time: 0.845, data_time: 0.011, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7309, loss_cls: 2.2317, loss: 2.2317, grad_norm: 3.3404 2021-07-13 01:16:42,083 - mmaction - INFO - Epoch [170][440/1879] lr: 2.589e-02, eta: 1 day, 15:34:22, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1507, loss: 2.1507, grad_norm: 3.2548 2021-07-13 01:16:58,705 - mmaction - INFO - Epoch [170][460/1879] lr: 2.589e-02, eta: 1 day, 15:34:02, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7352, loss_cls: 2.1749, loss: 2.1749, grad_norm: 3.3736 2021-07-13 01:17:15,307 - mmaction - INFO - Epoch [170][480/1879] lr: 2.589e-02, eta: 1 day, 15:33:42, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7430, loss_cls: 2.1075, loss: 2.1075, grad_norm: 3.3319 2021-07-13 01:17:32,319 - mmaction - INFO - Epoch [170][500/1879] lr: 2.589e-02, eta: 1 day, 15:33:23, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7355, loss_cls: 2.1812, loss: 2.1812, grad_norm: 3.4078 2021-07-13 01:17:49,243 - mmaction - INFO - Epoch [170][520/1879] lr: 2.589e-02, eta: 1 day, 15:33:05, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5066, top5_acc: 0.7316, loss_cls: 2.1656, loss: 2.1656, grad_norm: 3.3731 2021-07-13 01:18:05,661 - mmaction - INFO - Epoch [170][540/1879] lr: 2.589e-02, eta: 1 day, 15:32:44, time: 0.820, data_time: 0.005, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7406, loss_cls: 2.1556, loss: 2.1556, grad_norm: 3.4140 2021-07-13 01:18:22,573 - mmaction - INFO - Epoch [170][560/1879] lr: 2.589e-02, eta: 1 day, 15:32:26, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7387, loss_cls: 2.1179, loss: 2.1179, grad_norm: 3.3064 2021-07-13 01:18:39,614 - mmaction - INFO - Epoch [170][580/1879] lr: 2.589e-02, eta: 1 day, 15:32:07, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7422, loss_cls: 2.1451, loss: 2.1451, grad_norm: 3.3607 2021-07-13 01:18:56,229 - mmaction - INFO - Epoch [170][600/1879] lr: 2.589e-02, eta: 1 day, 15:31:47, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7266, loss_cls: 2.2089, loss: 2.2089, grad_norm: 3.3850 2021-07-13 01:19:13,038 - mmaction - INFO - Epoch [170][620/1879] lr: 2.589e-02, eta: 1 day, 15:31:28, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.5172, top5_acc: 0.7309, loss_cls: 2.1868, loss: 2.1868, grad_norm: 3.3782 2021-07-13 01:19:30,038 - mmaction - INFO - Epoch [170][640/1879] lr: 2.589e-02, eta: 1 day, 15:31:09, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7422, loss_cls: 2.1351, loss: 2.1351, grad_norm: 3.3614 2021-07-13 01:19:47,206 - mmaction - INFO - Epoch [170][660/1879] lr: 2.589e-02, eta: 1 day, 15:30:51, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7348, loss_cls: 2.1954, loss: 2.1954, grad_norm: 3.4115 2021-07-13 01:20:03,805 - mmaction - INFO - Epoch [170][680/1879] lr: 2.589e-02, eta: 1 day, 15:30:31, time: 0.834, data_time: 0.006, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7402, loss_cls: 2.1501, loss: 2.1501, grad_norm: 3.3905 2021-07-13 01:20:20,597 - mmaction - INFO - Epoch [170][700/1879] lr: 2.589e-02, eta: 1 day, 15:30:12, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7422, loss_cls: 2.1016, loss: 2.1016, grad_norm: 3.3899 2021-07-13 01:20:37,371 - mmaction - INFO - Epoch [170][720/1879] lr: 2.589e-02, eta: 1 day, 15:29:53, time: 0.840, data_time: 0.007, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7320, loss_cls: 2.1965, loss: 2.1965, grad_norm: 3.3595 2021-07-13 01:20:54,446 - mmaction - INFO - Epoch [170][740/1879] lr: 2.589e-02, eta: 1 day, 15:29:34, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7328, loss_cls: 2.1518, loss: 2.1518, grad_norm: 3.3607 2021-07-13 01:21:11,326 - mmaction - INFO - Epoch [170][760/1879] lr: 2.589e-02, eta: 1 day, 15:29:15, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7422, loss_cls: 2.1465, loss: 2.1465, grad_norm: 3.3250 2021-07-13 01:21:28,038 - mmaction - INFO - Epoch [170][780/1879] lr: 2.589e-02, eta: 1 day, 15:28:56, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7281, loss_cls: 2.2190, loss: 2.2190, grad_norm: 3.4547 2021-07-13 01:21:44,858 - mmaction - INFO - Epoch [170][800/1879] lr: 2.589e-02, eta: 1 day, 15:28:37, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7348, loss_cls: 2.1841, loss: 2.1841, grad_norm: 3.3783 2021-07-13 01:22:01,754 - mmaction - INFO - Epoch [170][820/1879] lr: 2.589e-02, eta: 1 day, 15:28:18, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7418, loss_cls: 2.1390, loss: 2.1390, grad_norm: 3.3376 2021-07-13 01:22:18,469 - mmaction - INFO - Epoch [170][840/1879] lr: 2.589e-02, eta: 1 day, 15:27:58, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7246, loss_cls: 2.2062, loss: 2.2062, grad_norm: 3.3712 2021-07-13 01:22:35,548 - mmaction - INFO - Epoch [170][860/1879] lr: 2.589e-02, eta: 1 day, 15:27:40, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7402, loss_cls: 2.1914, loss: 2.1914, grad_norm: 3.3316 2021-07-13 01:22:52,329 - mmaction - INFO - Epoch [170][880/1879] lr: 2.589e-02, eta: 1 day, 15:27:20, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7371, loss_cls: 2.1764, loss: 2.1764, grad_norm: 3.4772 2021-07-13 01:23:08,972 - mmaction - INFO - Epoch [170][900/1879] lr: 2.589e-02, eta: 1 day, 15:27:01, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7180, loss_cls: 2.2175, loss: 2.2175, grad_norm: 3.4315 2021-07-13 01:23:25,796 - mmaction - INFO - Epoch [170][920/1879] lr: 2.589e-02, eta: 1 day, 15:26:42, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7453, loss_cls: 2.1273, loss: 2.1273, grad_norm: 3.3587 2021-07-13 01:23:42,531 - mmaction - INFO - Epoch [170][940/1879] lr: 2.589e-02, eta: 1 day, 15:26:22, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.4906, top5_acc: 0.7324, loss_cls: 2.1991, loss: 2.1991, grad_norm: 3.4760 2021-07-13 01:23:59,397 - mmaction - INFO - Epoch [170][960/1879] lr: 2.589e-02, eta: 1 day, 15:26:03, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7414, loss_cls: 2.1699, loss: 2.1699, grad_norm: 3.4293 2021-07-13 01:24:16,094 - mmaction - INFO - Epoch [170][980/1879] lr: 2.589e-02, eta: 1 day, 15:25:44, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.4797, top5_acc: 0.7266, loss_cls: 2.2289, loss: 2.2289, grad_norm: 3.4561 2021-07-13 01:24:32,861 - mmaction - INFO - Epoch [170][1000/1879] lr: 2.589e-02, eta: 1 day, 15:25:24, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.5141, top5_acc: 0.7449, loss_cls: 2.1560, loss: 2.1560, grad_norm: 3.3753 2021-07-13 01:24:49,710 - mmaction - INFO - Epoch [170][1020/1879] lr: 2.589e-02, eta: 1 day, 15:25:06, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7285, loss_cls: 2.2156, loss: 2.2156, grad_norm: 3.3612 2021-07-13 01:25:06,938 - mmaction - INFO - Epoch [170][1040/1879] lr: 2.589e-02, eta: 1 day, 15:24:47, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7332, loss_cls: 2.1351, loss: 2.1351, grad_norm: 3.3331 2021-07-13 01:25:23,655 - mmaction - INFO - Epoch [170][1060/1879] lr: 2.589e-02, eta: 1 day, 15:24:28, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7434, loss_cls: 2.1594, loss: 2.1594, grad_norm: 3.3073 2021-07-13 01:25:40,777 - mmaction - INFO - Epoch [170][1080/1879] lr: 2.589e-02, eta: 1 day, 15:24:10, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7234, loss_cls: 2.2382, loss: 2.2382, grad_norm: 3.4283 2021-07-13 01:25:57,752 - mmaction - INFO - Epoch [170][1100/1879] lr: 2.589e-02, eta: 1 day, 15:23:51, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7328, loss_cls: 2.1869, loss: 2.1869, grad_norm: 3.3699 2021-07-13 01:26:14,419 - mmaction - INFO - Epoch [170][1120/1879] lr: 2.589e-02, eta: 1 day, 15:23:31, time: 0.836, data_time: 0.008, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1392, loss: 2.1392, grad_norm: 3.3627 2021-07-13 01:26:31,349 - mmaction - INFO - Epoch [170][1140/1879] lr: 2.589e-02, eta: 1 day, 15:23:12, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7348, loss_cls: 2.1732, loss: 2.1732, grad_norm: 3.3859 2021-07-13 01:26:48,446 - mmaction - INFO - Epoch [170][1160/1879] lr: 2.589e-02, eta: 1 day, 15:22:54, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7270, loss_cls: 2.2155, loss: 2.2155, grad_norm: 3.4011 2021-07-13 01:27:05,244 - mmaction - INFO - Epoch [170][1180/1879] lr: 2.589e-02, eta: 1 day, 15:22:35, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7430, loss_cls: 2.1622, loss: 2.1622, grad_norm: 3.4697 2021-07-13 01:27:21,853 - mmaction - INFO - Epoch [170][1200/1879] lr: 2.589e-02, eta: 1 day, 15:22:15, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7414, loss_cls: 2.1622, loss: 2.1622, grad_norm: 3.3865 2021-07-13 01:27:38,642 - mmaction - INFO - Epoch [170][1220/1879] lr: 2.589e-02, eta: 1 day, 15:21:56, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7277, loss_cls: 2.1673, loss: 2.1673, grad_norm: 3.4452 2021-07-13 01:27:55,522 - mmaction - INFO - Epoch [170][1240/1879] lr: 2.589e-02, eta: 1 day, 15:21:37, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7418, loss_cls: 2.1459, loss: 2.1459, grad_norm: 3.3986 2021-07-13 01:28:12,067 - mmaction - INFO - Epoch [170][1260/1879] lr: 2.589e-02, eta: 1 day, 15:21:17, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7328, loss_cls: 2.1790, loss: 2.1790, grad_norm: 3.3979 2021-07-13 01:28:29,205 - mmaction - INFO - Epoch [170][1280/1879] lr: 2.589e-02, eta: 1 day, 15:20:59, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7457, loss_cls: 2.1044, loss: 2.1044, grad_norm: 3.3814 2021-07-13 01:28:46,194 - mmaction - INFO - Epoch [170][1300/1879] lr: 2.589e-02, eta: 1 day, 15:20:40, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.4980, top5_acc: 0.7305, loss_cls: 2.2156, loss: 2.2156, grad_norm: 3.4464 2021-07-13 01:29:03,071 - mmaction - INFO - Epoch [170][1320/1879] lr: 2.589e-02, eta: 1 day, 15:20:21, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7398, loss_cls: 2.1873, loss: 2.1873, grad_norm: 3.4372 2021-07-13 01:29:20,110 - mmaction - INFO - Epoch [170][1340/1879] lr: 2.589e-02, eta: 1 day, 15:20:02, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7254, loss_cls: 2.2704, loss: 2.2704, grad_norm: 3.5677 2021-07-13 01:29:37,057 - mmaction - INFO - Epoch [170][1360/1879] lr: 2.589e-02, eta: 1 day, 15:19:44, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7254, loss_cls: 2.2068, loss: 2.2068, grad_norm: 3.4167 2021-07-13 01:29:53,994 - mmaction - INFO - Epoch [170][1380/1879] lr: 2.589e-02, eta: 1 day, 15:19:25, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7383, loss_cls: 2.1162, loss: 2.1162, grad_norm: 3.3755 2021-07-13 01:30:10,881 - mmaction - INFO - Epoch [170][1400/1879] lr: 2.589e-02, eta: 1 day, 15:19:06, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7211, loss_cls: 2.2395, loss: 2.2395, grad_norm: 3.4890 2021-07-13 01:30:27,834 - mmaction - INFO - Epoch [170][1420/1879] lr: 2.589e-02, eta: 1 day, 15:18:47, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7375, loss_cls: 2.1356, loss: 2.1356, grad_norm: 3.3511 2021-07-13 01:30:44,413 - mmaction - INFO - Epoch [170][1440/1879] lr: 2.589e-02, eta: 1 day, 15:18:28, time: 0.828, data_time: 0.002, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7352, loss_cls: 2.1275, loss: 2.1275, grad_norm: 3.3884 2021-07-13 01:31:01,534 - mmaction - INFO - Epoch [170][1460/1879] lr: 2.589e-02, eta: 1 day, 15:18:09, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7496, loss_cls: 2.0964, loss: 2.0964, grad_norm: 3.3807 2021-07-13 01:31:18,501 - mmaction - INFO - Epoch [170][1480/1879] lr: 2.589e-02, eta: 1 day, 15:17:50, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4867, top5_acc: 0.7355, loss_cls: 2.2321, loss: 2.2321, grad_norm: 3.4607 2021-07-13 01:31:35,466 - mmaction - INFO - Epoch [170][1500/1879] lr: 2.589e-02, eta: 1 day, 15:17:32, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7434, loss_cls: 2.1568, loss: 2.1568, grad_norm: 3.3345 2021-07-13 01:31:52,102 - mmaction - INFO - Epoch [170][1520/1879] lr: 2.589e-02, eta: 1 day, 15:17:12, time: 0.832, data_time: 0.002, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7422, loss_cls: 2.1630, loss: 2.1630, grad_norm: 3.4044 2021-07-13 01:32:09,136 - mmaction - INFO - Epoch [170][1540/1879] lr: 2.589e-02, eta: 1 day, 15:16:53, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7418, loss_cls: 2.1216, loss: 2.1216, grad_norm: 3.3351 2021-07-13 01:32:26,000 - mmaction - INFO - Epoch [170][1560/1879] lr: 2.589e-02, eta: 1 day, 15:16:35, time: 0.847, data_time: 0.007, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7328, loss_cls: 2.1882, loss: 2.1882, grad_norm: 3.4090 2021-07-13 01:32:42,597 - mmaction - INFO - Epoch [170][1580/1879] lr: 2.589e-02, eta: 1 day, 15:16:15, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7328, loss_cls: 2.1647, loss: 2.1647, grad_norm: 3.2794 2021-07-13 01:32:59,544 - mmaction - INFO - Epoch [170][1600/1879] lr: 2.589e-02, eta: 1 day, 15:15:56, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5148, top5_acc: 0.7379, loss_cls: 2.1662, loss: 2.1662, grad_norm: 3.2890 2021-07-13 01:33:16,470 - mmaction - INFO - Epoch [170][1620/1879] lr: 2.589e-02, eta: 1 day, 15:15:37, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7426, loss_cls: 2.1397, loss: 2.1397, grad_norm: 3.3435 2021-07-13 01:33:33,188 - mmaction - INFO - Epoch [170][1640/1879] lr: 2.589e-02, eta: 1 day, 15:15:18, time: 0.837, data_time: 0.006, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7312, loss_cls: 2.2089, loss: 2.2089, grad_norm: 3.3957 2021-07-13 01:33:49,742 - mmaction - INFO - Epoch [170][1660/1879] lr: 2.589e-02, eta: 1 day, 15:14:58, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7352, loss_cls: 2.1999, loss: 2.1999, grad_norm: 3.3763 2021-07-13 01:34:06,809 - mmaction - INFO - Epoch [170][1680/1879] lr: 2.589e-02, eta: 1 day, 15:14:40, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7273, loss_cls: 2.2211, loss: 2.2211, grad_norm: 3.3397 2021-07-13 01:34:23,550 - mmaction - INFO - Epoch [170][1700/1879] lr: 2.589e-02, eta: 1 day, 15:14:20, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7352, loss_cls: 2.1996, loss: 2.1996, grad_norm: 3.3875 2021-07-13 01:34:40,363 - mmaction - INFO - Epoch [170][1720/1879] lr: 2.589e-02, eta: 1 day, 15:14:01, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7293, loss_cls: 2.1515, loss: 2.1515, grad_norm: 3.3731 2021-07-13 01:34:57,129 - mmaction - INFO - Epoch [170][1740/1879] lr: 2.589e-02, eta: 1 day, 15:13:42, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7242, loss_cls: 2.2349, loss: 2.2349, grad_norm: 3.3540 2021-07-13 01:35:13,986 - mmaction - INFO - Epoch [170][1760/1879] lr: 2.589e-02, eta: 1 day, 15:13:23, time: 0.842, data_time: 0.007, memory: 6454, top1_acc: 0.4816, top5_acc: 0.7316, loss_cls: 2.2108, loss: 2.2108, grad_norm: 3.4144 2021-07-13 01:35:30,954 - mmaction - INFO - Epoch [170][1780/1879] lr: 2.589e-02, eta: 1 day, 15:13:04, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7340, loss_cls: 2.1679, loss: 2.1679, grad_norm: 3.3876 2021-07-13 01:35:48,035 - mmaction - INFO - Epoch [170][1800/1879] lr: 2.589e-02, eta: 1 day, 15:12:46, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7348, loss_cls: 2.1642, loss: 2.1642, grad_norm: 3.4831 2021-07-13 01:36:04,761 - mmaction - INFO - Epoch [170][1820/1879] lr: 2.589e-02, eta: 1 day, 15:12:26, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7270, loss_cls: 2.1763, loss: 2.1763, grad_norm: 3.3535 2021-07-13 01:36:21,377 - mmaction - INFO - Epoch [170][1840/1879] lr: 2.589e-02, eta: 1 day, 15:12:07, time: 0.831, data_time: 0.001, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7328, loss_cls: 2.2148, loss: 2.2148, grad_norm: 3.4036 2021-07-13 01:36:38,199 - mmaction - INFO - Epoch [170][1860/1879] lr: 2.589e-02, eta: 1 day, 15:11:48, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.5117, top5_acc: 0.7324, loss_cls: 2.1675, loss: 2.1675, grad_norm: 3.3482 2021-07-13 01:39:51,101 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-13 01:39:51,833 - mmaction - INFO - top1_acc 0.5637 top5_acc 0.8059 2021-07-13 01:39:51,833 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-13 01:39:51,880 - mmaction - INFO - mean_acc 0.5636 2021-07-13 01:39:51,887 - mmaction - INFO - Epoch(val) [170][155] top1_acc: 0.5637, top5_acc: 0.8059, mean_class_accuracy: 0.5636 2021-07-13 01:40:48,448 - mmaction - INFO - Epoch [171][20/1879] lr: 2.536e-02, eta: 1 day, 15:12:11, time: 2.827, data_time: 1.798, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7352, loss_cls: 2.1669, loss: 2.1669, grad_norm: 3.3548 2021-07-13 01:41:04,842 - mmaction - INFO - Epoch [171][40/1879] lr: 2.536e-02, eta: 1 day, 15:11:50, time: 0.819, data_time: 0.007, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7301, loss_cls: 2.1535, loss: 2.1535, grad_norm: 3.3617 2021-07-13 01:41:21,544 - mmaction - INFO - Epoch [171][60/1879] lr: 2.536e-02, eta: 1 day, 15:11:31, time: 0.835, data_time: 0.013, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7531, loss_cls: 2.0908, loss: 2.0908, grad_norm: 3.3720 2021-07-13 01:41:38,176 - mmaction - INFO - Epoch [171][80/1879] lr: 2.536e-02, eta: 1 day, 15:11:11, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7328, loss_cls: 2.1508, loss: 2.1508, grad_norm: 3.4321 2021-07-13 01:41:55,146 - mmaction - INFO - Epoch [171][100/1879] lr: 2.536e-02, eta: 1 day, 15:10:53, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7559, loss_cls: 2.1180, loss: 2.1180, grad_norm: 3.3695 2021-07-13 01:42:12,183 - mmaction - INFO - Epoch [171][120/1879] lr: 2.536e-02, eta: 1 day, 15:10:34, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7480, loss_cls: 2.1379, loss: 2.1379, grad_norm: 3.3704 2021-07-13 01:42:28,768 - mmaction - INFO - Epoch [171][140/1879] lr: 2.536e-02, eta: 1 day, 15:10:14, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7469, loss_cls: 2.1129, loss: 2.1129, grad_norm: 3.3896 2021-07-13 01:42:45,309 - mmaction - INFO - Epoch [171][160/1879] lr: 2.536e-02, eta: 1 day, 15:09:54, time: 0.826, data_time: 0.005, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7324, loss_cls: 2.1712, loss: 2.1712, grad_norm: 3.4632 2021-07-13 01:43:02,013 - mmaction - INFO - Epoch [171][180/1879] lr: 2.536e-02, eta: 1 day, 15:09:35, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7488, loss_cls: 2.1082, loss: 2.1082, grad_norm: 3.3392 2021-07-13 01:43:19,054 - mmaction - INFO - Epoch [171][200/1879] lr: 2.536e-02, eta: 1 day, 15:09:16, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7438, loss_cls: 2.1056, loss: 2.1056, grad_norm: 3.4253 2021-07-13 01:43:35,692 - mmaction - INFO - Epoch [171][220/1879] lr: 2.536e-02, eta: 1 day, 15:08:57, time: 0.835, data_time: 0.006, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7297, loss_cls: 2.1667, loss: 2.1667, grad_norm: 3.4646 2021-07-13 01:43:52,289 - mmaction - INFO - Epoch [171][240/1879] lr: 2.536e-02, eta: 1 day, 15:08:37, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7547, loss_cls: 2.0859, loss: 2.0859, grad_norm: 3.4035 2021-07-13 01:44:09,284 - mmaction - INFO - Epoch [171][260/1879] lr: 2.536e-02, eta: 1 day, 15:08:19, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5164, top5_acc: 0.7441, loss_cls: 2.1264, loss: 2.1264, grad_norm: 3.3465 2021-07-13 01:44:25,867 - mmaction - INFO - Epoch [171][280/1879] lr: 2.536e-02, eta: 1 day, 15:07:59, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.4930, top5_acc: 0.7246, loss_cls: 2.2109, loss: 2.2109, grad_norm: 3.4365 2021-07-13 01:44:42,801 - mmaction - INFO - Epoch [171][300/1879] lr: 2.536e-02, eta: 1 day, 15:07:40, time: 0.844, data_time: 0.007, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7418, loss_cls: 2.1372, loss: 2.1372, grad_norm: 3.2975 2021-07-13 01:44:59,503 - mmaction - INFO - Epoch [171][320/1879] lr: 2.536e-02, eta: 1 day, 15:07:21, time: 0.837, data_time: 0.006, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7328, loss_cls: 2.1173, loss: 2.1173, grad_norm: 3.3754 2021-07-13 01:45:16,520 - mmaction - INFO - Epoch [171][340/1879] lr: 2.536e-02, eta: 1 day, 15:07:02, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7555, loss_cls: 2.0814, loss: 2.0814, grad_norm: 3.3851 2021-07-13 01:45:33,739 - mmaction - INFO - Epoch [171][360/1879] lr: 2.536e-02, eta: 1 day, 15:06:44, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.5148, top5_acc: 0.7422, loss_cls: 2.1191, loss: 2.1191, grad_norm: 3.4522 2021-07-13 01:45:50,384 - mmaction - INFO - Epoch [171][380/1879] lr: 2.536e-02, eta: 1 day, 15:06:25, time: 0.832, data_time: 0.002, memory: 6454, top1_acc: 0.4980, top5_acc: 0.7449, loss_cls: 2.1564, loss: 2.1564, grad_norm: 3.4436 2021-07-13 01:46:07,267 - mmaction - INFO - Epoch [171][400/1879] lr: 2.536e-02, eta: 1 day, 15:06:06, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7465, loss_cls: 2.1350, loss: 2.1350, grad_norm: 3.4184 2021-07-13 01:46:24,251 - mmaction - INFO - Epoch [171][420/1879] lr: 2.536e-02, eta: 1 day, 15:05:47, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7395, loss_cls: 2.1478, loss: 2.1478, grad_norm: 3.4940 2021-07-13 01:46:41,237 - mmaction - INFO - Epoch [171][440/1879] lr: 2.536e-02, eta: 1 day, 15:05:28, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5141, top5_acc: 0.7430, loss_cls: 2.1097, loss: 2.1097, grad_norm: 3.3923 2021-07-13 01:46:57,869 - mmaction - INFO - Epoch [171][460/1879] lr: 2.536e-02, eta: 1 day, 15:05:09, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7418, loss_cls: 2.1561, loss: 2.1561, grad_norm: 3.4539 2021-07-13 01:47:14,838 - mmaction - INFO - Epoch [171][480/1879] lr: 2.536e-02, eta: 1 day, 15:04:50, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7465, loss_cls: 2.1572, loss: 2.1572, grad_norm: 3.4985 2021-07-13 01:47:31,652 - mmaction - INFO - Epoch [171][500/1879] lr: 2.536e-02, eta: 1 day, 15:04:31, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5117, top5_acc: 0.7387, loss_cls: 2.1198, loss: 2.1198, grad_norm: 3.3548 2021-07-13 01:47:48,769 - mmaction - INFO - Epoch [171][520/1879] lr: 2.536e-02, eta: 1 day, 15:04:13, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7430, loss_cls: 2.1528, loss: 2.1528, grad_norm: 3.3491 2021-07-13 01:48:05,909 - mmaction - INFO - Epoch [171][540/1879] lr: 2.536e-02, eta: 1 day, 15:03:54, time: 0.856, data_time: 0.007, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7363, loss_cls: 2.1507, loss: 2.1507, grad_norm: 3.3484 2021-07-13 01:48:22,827 - mmaction - INFO - Epoch [171][560/1879] lr: 2.536e-02, eta: 1 day, 15:03:36, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7383, loss_cls: 2.1518, loss: 2.1518, grad_norm: 3.4549 2021-07-13 01:48:39,854 - mmaction - INFO - Epoch [171][580/1879] lr: 2.536e-02, eta: 1 day, 15:03:17, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7496, loss_cls: 2.1383, loss: 2.1383, grad_norm: 3.3639 2021-07-13 01:48:56,981 - mmaction - INFO - Epoch [171][600/1879] lr: 2.536e-02, eta: 1 day, 15:02:59, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7434, loss_cls: 2.1202, loss: 2.1202, grad_norm: 3.4588 2021-07-13 01:49:13,892 - mmaction - INFO - Epoch [171][620/1879] lr: 2.536e-02, eta: 1 day, 15:02:40, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7465, loss_cls: 2.1219, loss: 2.1219, grad_norm: 3.4137 2021-07-13 01:49:30,847 - mmaction - INFO - Epoch [171][640/1879] lr: 2.536e-02, eta: 1 day, 15:02:21, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7344, loss_cls: 2.1855, loss: 2.1855, grad_norm: 3.3752 2021-07-13 01:49:47,845 - mmaction - INFO - Epoch [171][660/1879] lr: 2.536e-02, eta: 1 day, 15:02:02, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7426, loss_cls: 2.1212, loss: 2.1212, grad_norm: 3.3154 2021-07-13 01:50:04,802 - mmaction - INFO - Epoch [171][680/1879] lr: 2.536e-02, eta: 1 day, 15:01:44, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7371, loss_cls: 2.1764, loss: 2.1764, grad_norm: 3.3757 2021-07-13 01:50:21,357 - mmaction - INFO - Epoch [171][700/1879] lr: 2.536e-02, eta: 1 day, 15:01:24, time: 0.827, data_time: 0.001, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7309, loss_cls: 2.1488, loss: 2.1488, grad_norm: 3.3585 2021-07-13 01:50:37,880 - mmaction - INFO - Epoch [171][720/1879] lr: 2.536e-02, eta: 1 day, 15:01:04, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7383, loss_cls: 2.1646, loss: 2.1646, grad_norm: 3.4852 2021-07-13 01:50:54,878 - mmaction - INFO - Epoch [171][740/1879] lr: 2.536e-02, eta: 1 day, 15:00:46, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.1264, loss: 2.1264, grad_norm: 3.3420 2021-07-13 01:51:11,358 - mmaction - INFO - Epoch [171][760/1879] lr: 2.536e-02, eta: 1 day, 15:00:26, time: 0.824, data_time: 0.003, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7352, loss_cls: 2.1604, loss: 2.1604, grad_norm: 3.4131 2021-07-13 01:51:28,173 - mmaction - INFO - Epoch [171][780/1879] lr: 2.536e-02, eta: 1 day, 15:00:07, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7359, loss_cls: 2.1867, loss: 2.1867, grad_norm: 3.4372 2021-07-13 01:51:44,982 - mmaction - INFO - Epoch [171][800/1879] lr: 2.536e-02, eta: 1 day, 14:59:48, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5066, top5_acc: 0.7438, loss_cls: 2.1503, loss: 2.1503, grad_norm: 3.4258 2021-07-13 01:52:02,248 - mmaction - INFO - Epoch [171][820/1879] lr: 2.536e-02, eta: 1 day, 14:59:30, time: 0.862, data_time: 0.007, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7312, loss_cls: 2.1946, loss: 2.1946, grad_norm: 3.3780 2021-07-13 01:52:19,163 - mmaction - INFO - Epoch [171][840/1879] lr: 2.536e-02, eta: 1 day, 14:59:11, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7285, loss_cls: 2.1906, loss: 2.1906, grad_norm: 3.4282 2021-07-13 01:52:35,799 - mmaction - INFO - Epoch [171][860/1879] lr: 2.536e-02, eta: 1 day, 14:58:51, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7520, loss_cls: 2.0854, loss: 2.0854, grad_norm: 3.3445 2021-07-13 01:52:52,564 - mmaction - INFO - Epoch [171][880/1879] lr: 2.536e-02, eta: 1 day, 14:58:32, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7344, loss_cls: 2.1796, loss: 2.1796, grad_norm: 3.3639 2021-07-13 01:53:09,567 - mmaction - INFO - Epoch [171][900/1879] lr: 2.536e-02, eta: 1 day, 14:58:13, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7348, loss_cls: 2.1894, loss: 2.1894, grad_norm: 3.4615 2021-07-13 01:53:26,534 - mmaction - INFO - Epoch [171][920/1879] lr: 2.536e-02, eta: 1 day, 14:57:55, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7266, loss_cls: 2.1975, loss: 2.1975, grad_norm: 3.4311 2021-07-13 01:53:42,900 - mmaction - INFO - Epoch [171][940/1879] lr: 2.536e-02, eta: 1 day, 14:57:35, time: 0.819, data_time: 0.002, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7258, loss_cls: 2.1924, loss: 2.1924, grad_norm: 3.3777 2021-07-13 01:53:59,288 - mmaction - INFO - Epoch [171][960/1879] lr: 2.536e-02, eta: 1 day, 14:57:14, time: 0.819, data_time: 0.001, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7438, loss_cls: 2.1071, loss: 2.1071, grad_norm: 3.3276 2021-07-13 01:54:16,480 - mmaction - INFO - Epoch [171][980/1879] lr: 2.536e-02, eta: 1 day, 14:56:56, time: 0.859, data_time: 0.002, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7402, loss_cls: 2.1449, loss: 2.1449, grad_norm: 3.4421 2021-07-13 01:54:33,545 - mmaction - INFO - Epoch [171][1000/1879] lr: 2.536e-02, eta: 1 day, 14:56:38, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7406, loss_cls: 2.1168, loss: 2.1168, grad_norm: 3.3849 2021-07-13 01:54:50,786 - mmaction - INFO - Epoch [171][1020/1879] lr: 2.536e-02, eta: 1 day, 14:56:20, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7410, loss_cls: 2.1491, loss: 2.1491, grad_norm: 3.4693 2021-07-13 01:55:07,571 - mmaction - INFO - Epoch [171][1040/1879] lr: 2.536e-02, eta: 1 day, 14:56:01, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7418, loss_cls: 2.1058, loss: 2.1058, grad_norm: 3.3519 2021-07-13 01:55:24,507 - mmaction - INFO - Epoch [171][1060/1879] lr: 2.536e-02, eta: 1 day, 14:55:42, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7312, loss_cls: 2.1861, loss: 2.1861, grad_norm: 3.4610 2021-07-13 01:55:40,906 - mmaction - INFO - Epoch [171][1080/1879] lr: 2.536e-02, eta: 1 day, 14:55:22, time: 0.820, data_time: 0.001, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7359, loss_cls: 2.1195, loss: 2.1195, grad_norm: 3.4163 2021-07-13 01:55:57,928 - mmaction - INFO - Epoch [171][1100/1879] lr: 2.536e-02, eta: 1 day, 14:55:03, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7215, loss_cls: 2.2480, loss: 2.2480, grad_norm: 3.5359 2021-07-13 01:56:14,305 - mmaction - INFO - Epoch [171][1120/1879] lr: 2.536e-02, eta: 1 day, 14:54:43, time: 0.818, data_time: 0.001, memory: 6454, top1_acc: 0.5148, top5_acc: 0.7465, loss_cls: 2.1230, loss: 2.1230, grad_norm: 3.3704 2021-07-13 01:56:31,014 - mmaction - INFO - Epoch [171][1140/1879] lr: 2.536e-02, eta: 1 day, 14:54:24, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7355, loss_cls: 2.2080, loss: 2.2080, grad_norm: 3.4195 2021-07-13 01:56:47,645 - mmaction - INFO - Epoch [171][1160/1879] lr: 2.536e-02, eta: 1 day, 14:54:05, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7285, loss_cls: 2.1857, loss: 2.1857, grad_norm: 3.4419 2021-07-13 01:57:04,689 - mmaction - INFO - Epoch [171][1180/1879] lr: 2.536e-02, eta: 1 day, 14:53:46, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7332, loss_cls: 2.2017, loss: 2.2017, grad_norm: 3.4648 2021-07-13 01:57:21,736 - mmaction - INFO - Epoch [171][1200/1879] lr: 2.536e-02, eta: 1 day, 14:53:28, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7402, loss_cls: 2.1574, loss: 2.1574, grad_norm: 3.4307 2021-07-13 01:57:38,881 - mmaction - INFO - Epoch [171][1220/1879] lr: 2.536e-02, eta: 1 day, 14:53:09, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7516, loss_cls: 2.1134, loss: 2.1134, grad_norm: 3.4985 2021-07-13 01:57:55,718 - mmaction - INFO - Epoch [171][1240/1879] lr: 2.536e-02, eta: 1 day, 14:52:50, time: 0.841, data_time: 0.007, memory: 6454, top1_acc: 0.4961, top5_acc: 0.7246, loss_cls: 2.2075, loss: 2.2075, grad_norm: 3.3947 2021-07-13 01:58:12,701 - mmaction - INFO - Epoch [171][1260/1879] lr: 2.536e-02, eta: 1 day, 14:52:32, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7402, loss_cls: 2.1291, loss: 2.1291, grad_norm: 3.3736 2021-07-13 01:58:29,490 - mmaction - INFO - Epoch [171][1280/1879] lr: 2.536e-02, eta: 1 day, 14:52:13, time: 0.842, data_time: 0.007, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7379, loss_cls: 2.1747, loss: 2.1747, grad_norm: 3.3837 2021-07-13 01:58:46,292 - mmaction - INFO - Epoch [171][1300/1879] lr: 2.536e-02, eta: 1 day, 14:51:54, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7285, loss_cls: 2.2495, loss: 2.2495, grad_norm: 3.4019 2021-07-13 01:59:03,490 - mmaction - INFO - Epoch [171][1320/1879] lr: 2.536e-02, eta: 1 day, 14:51:35, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.5023, top5_acc: 0.7363, loss_cls: 2.1657, loss: 2.1657, grad_norm: 3.3568 2021-07-13 01:59:19,988 - mmaction - INFO - Epoch [171][1340/1879] lr: 2.536e-02, eta: 1 day, 14:51:16, time: 0.827, data_time: 0.004, memory: 6454, top1_acc: 0.5141, top5_acc: 0.7496, loss_cls: 2.1115, loss: 2.1115, grad_norm: 3.3558 2021-07-13 01:59:36,534 - mmaction - INFO - Epoch [171][1360/1879] lr: 2.536e-02, eta: 1 day, 14:50:56, time: 0.826, data_time: 0.001, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7465, loss_cls: 2.1347, loss: 2.1347, grad_norm: 3.4047 2021-07-13 01:59:53,453 - mmaction - INFO - Epoch [171][1380/1879] lr: 2.536e-02, eta: 1 day, 14:50:37, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7438, loss_cls: 2.1045, loss: 2.1045, grad_norm: 3.3525 2021-07-13 02:00:10,511 - mmaction - INFO - Epoch [171][1400/1879] lr: 2.536e-02, eta: 1 day, 14:50:19, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7285, loss_cls: 2.2009, loss: 2.2009, grad_norm: 3.3584 2021-07-13 02:00:27,293 - mmaction - INFO - Epoch [171][1420/1879] lr: 2.536e-02, eta: 1 day, 14:50:00, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7227, loss_cls: 2.1888, loss: 2.1888, grad_norm: 3.4200 2021-07-13 02:00:44,354 - mmaction - INFO - Epoch [171][1440/1879] lr: 2.536e-02, eta: 1 day, 14:49:41, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7473, loss_cls: 2.1321, loss: 2.1321, grad_norm: 3.4216 2021-07-13 02:01:01,170 - mmaction - INFO - Epoch [171][1460/1879] lr: 2.536e-02, eta: 1 day, 14:49:22, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7398, loss_cls: 2.1520, loss: 2.1520, grad_norm: 3.4182 2021-07-13 02:01:18,100 - mmaction - INFO - Epoch [171][1480/1879] lr: 2.536e-02, eta: 1 day, 14:49:03, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7320, loss_cls: 2.1866, loss: 2.1866, grad_norm: 3.4410 2021-07-13 02:01:35,240 - mmaction - INFO - Epoch [171][1500/1879] lr: 2.536e-02, eta: 1 day, 14:48:45, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.4895, top5_acc: 0.7277, loss_cls: 2.1959, loss: 2.1959, grad_norm: 3.4104 2021-07-13 02:01:52,327 - mmaction - INFO - Epoch [171][1520/1879] lr: 2.536e-02, eta: 1 day, 14:48:27, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7320, loss_cls: 2.1879, loss: 2.1879, grad_norm: 3.4211 2021-07-13 02:02:09,345 - mmaction - INFO - Epoch [171][1540/1879] lr: 2.536e-02, eta: 1 day, 14:48:08, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5141, top5_acc: 0.7469, loss_cls: 2.1223, loss: 2.1223, grad_norm: 3.3407 2021-07-13 02:02:26,115 - mmaction - INFO - Epoch [171][1560/1879] lr: 2.536e-02, eta: 1 day, 14:47:49, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7570, loss_cls: 2.0641, loss: 2.0641, grad_norm: 3.3973 2021-07-13 02:02:42,809 - mmaction - INFO - Epoch [171][1580/1879] lr: 2.536e-02, eta: 1 day, 14:47:30, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7285, loss_cls: 2.2157, loss: 2.2157, grad_norm: 3.5186 2021-07-13 02:02:59,637 - mmaction - INFO - Epoch [171][1600/1879] lr: 2.536e-02, eta: 1 day, 14:47:11, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7273, loss_cls: 2.1917, loss: 2.1917, grad_norm: 3.3799 2021-07-13 02:03:16,654 - mmaction - INFO - Epoch [171][1620/1879] lr: 2.536e-02, eta: 1 day, 14:46:52, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7277, loss_cls: 2.1829, loss: 2.1829, grad_norm: 3.3888 2021-07-13 02:03:33,417 - mmaction - INFO - Epoch [171][1640/1879] lr: 2.536e-02, eta: 1 day, 14:46:33, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7414, loss_cls: 2.1422, loss: 2.1422, grad_norm: 3.4494 2021-07-13 02:03:50,449 - mmaction - INFO - Epoch [171][1660/1879] lr: 2.536e-02, eta: 1 day, 14:46:15, time: 0.851, data_time: 0.008, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7312, loss_cls: 2.2220, loss: 2.2220, grad_norm: 3.3918 2021-07-13 02:04:07,387 - mmaction - INFO - Epoch [171][1680/1879] lr: 2.536e-02, eta: 1 day, 14:45:56, time: 0.848, data_time: 0.007, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7410, loss_cls: 2.1679, loss: 2.1679, grad_norm: 3.4210 2021-07-13 02:04:24,436 - mmaction - INFO - Epoch [171][1700/1879] lr: 2.536e-02, eta: 1 day, 14:45:37, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7363, loss_cls: 2.1747, loss: 2.1747, grad_norm: 3.4451 2021-07-13 02:04:41,326 - mmaction - INFO - Epoch [171][1720/1879] lr: 2.536e-02, eta: 1 day, 14:45:19, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5141, top5_acc: 0.7551, loss_cls: 2.1397, loss: 2.1397, grad_norm: 3.3647 2021-07-13 02:04:58,201 - mmaction - INFO - Epoch [171][1740/1879] lr: 2.536e-02, eta: 1 day, 14:45:00, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7309, loss_cls: 2.1721, loss: 2.1721, grad_norm: 3.4748 2021-07-13 02:05:14,961 - mmaction - INFO - Epoch [171][1760/1879] lr: 2.536e-02, eta: 1 day, 14:44:41, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7277, loss_cls: 2.2205, loss: 2.2205, grad_norm: 3.3992 2021-07-13 02:05:31,828 - mmaction - INFO - Epoch [171][1780/1879] lr: 2.536e-02, eta: 1 day, 14:44:22, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7359, loss_cls: 2.1776, loss: 2.1776, grad_norm: 3.3774 2021-07-13 02:05:48,757 - mmaction - INFO - Epoch [171][1800/1879] lr: 2.536e-02, eta: 1 day, 14:44:03, time: 0.847, data_time: 0.007, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7355, loss_cls: 2.1664, loss: 2.1664, grad_norm: 3.3805 2021-07-13 02:06:05,548 - mmaction - INFO - Epoch [171][1820/1879] lr: 2.536e-02, eta: 1 day, 14:43:44, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7375, loss_cls: 2.1439, loss: 2.1439, grad_norm: 3.3834 2021-07-13 02:06:22,587 - mmaction - INFO - Epoch [171][1840/1879] lr: 2.536e-02, eta: 1 day, 14:43:26, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7301, loss_cls: 2.1552, loss: 2.1552, grad_norm: 3.4104 2021-07-13 02:06:39,186 - mmaction - INFO - Epoch [171][1860/1879] lr: 2.536e-02, eta: 1 day, 14:43:06, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7430, loss_cls: 2.1786, loss: 2.1786, grad_norm: 3.4124 2021-07-13 02:07:50,455 - mmaction - INFO - Epoch [172][20/1879] lr: 2.482e-02, eta: 1 day, 14:43:23, time: 2.741, data_time: 1.805, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7426, loss_cls: 2.1507, loss: 2.1507, grad_norm: 3.3934 2021-07-13 02:08:07,049 - mmaction - INFO - Epoch [172][40/1879] lr: 2.482e-02, eta: 1 day, 14:43:03, time: 0.830, data_time: 0.006, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7484, loss_cls: 2.0851, loss: 2.0851, grad_norm: 3.3908 2021-07-13 02:08:23,696 - mmaction - INFO - Epoch [172][60/1879] lr: 2.482e-02, eta: 1 day, 14:42:44, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7348, loss_cls: 2.1513, loss: 2.1513, grad_norm: 3.4627 2021-07-13 02:08:40,451 - mmaction - INFO - Epoch [172][80/1879] lr: 2.482e-02, eta: 1 day, 14:42:24, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7422, loss_cls: 2.1140, loss: 2.1140, grad_norm: 3.4246 2021-07-13 02:08:57,460 - mmaction - INFO - Epoch [172][100/1879] lr: 2.482e-02, eta: 1 day, 14:42:06, time: 0.851, data_time: 0.009, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7359, loss_cls: 2.1714, loss: 2.1714, grad_norm: 3.4570 2021-07-13 02:09:14,330 - mmaction - INFO - Epoch [172][120/1879] lr: 2.482e-02, eta: 1 day, 14:41:47, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7457, loss_cls: 2.1482, loss: 2.1482, grad_norm: 3.4743 2021-07-13 02:09:31,228 - mmaction - INFO - Epoch [172][140/1879] lr: 2.482e-02, eta: 1 day, 14:41:28, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7430, loss_cls: 2.0999, loss: 2.0999, grad_norm: 3.3802 2021-07-13 02:09:48,317 - mmaction - INFO - Epoch [172][160/1879] lr: 2.482e-02, eta: 1 day, 14:41:10, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5211, top5_acc: 0.7465, loss_cls: 2.0970, loss: 2.0970, grad_norm: 3.3488 2021-07-13 02:10:05,397 - mmaction - INFO - Epoch [172][180/1879] lr: 2.482e-02, eta: 1 day, 14:40:51, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7430, loss_cls: 2.1231, loss: 2.1231, grad_norm: 3.3431 2021-07-13 02:10:22,255 - mmaction - INFO - Epoch [172][200/1879] lr: 2.482e-02, eta: 1 day, 14:40:32, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7406, loss_cls: 2.1638, loss: 2.1638, grad_norm: 3.4072 2021-07-13 02:10:39,209 - mmaction - INFO - Epoch [172][220/1879] lr: 2.482e-02, eta: 1 day, 14:40:14, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7527, loss_cls: 2.0854, loss: 2.0854, grad_norm: 3.4217 2021-07-13 02:10:55,985 - mmaction - INFO - Epoch [172][240/1879] lr: 2.482e-02, eta: 1 day, 14:39:55, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7348, loss_cls: 2.1201, loss: 2.1201, grad_norm: 3.3821 2021-07-13 02:11:13,071 - mmaction - INFO - Epoch [172][260/1879] lr: 2.482e-02, eta: 1 day, 14:39:36, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7398, loss_cls: 2.1436, loss: 2.1436, grad_norm: 3.4718 2021-07-13 02:11:30,024 - mmaction - INFO - Epoch [172][280/1879] lr: 2.482e-02, eta: 1 day, 14:39:18, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7418, loss_cls: 2.1390, loss: 2.1390, grad_norm: 3.3799 2021-07-13 02:11:46,869 - mmaction - INFO - Epoch [172][300/1879] lr: 2.482e-02, eta: 1 day, 14:38:59, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4961, top5_acc: 0.7266, loss_cls: 2.1905, loss: 2.1905, grad_norm: 3.4245 2021-07-13 02:12:03,591 - mmaction - INFO - Epoch [172][320/1879] lr: 2.482e-02, eta: 1 day, 14:38:39, time: 0.836, data_time: 0.006, memory: 6454, top1_acc: 0.4980, top5_acc: 0.7324, loss_cls: 2.2045, loss: 2.2045, grad_norm: 3.4332 2021-07-13 02:12:20,637 - mmaction - INFO - Epoch [172][340/1879] lr: 2.482e-02, eta: 1 day, 14:38:21, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7484, loss_cls: 2.1818, loss: 2.1818, grad_norm: 3.4920 2021-07-13 02:12:37,421 - mmaction - INFO - Epoch [172][360/1879] lr: 2.482e-02, eta: 1 day, 14:38:02, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7523, loss_cls: 2.0829, loss: 2.0829, grad_norm: 3.3704 2021-07-13 02:12:54,312 - mmaction - INFO - Epoch [172][380/1879] lr: 2.482e-02, eta: 1 day, 14:37:43, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7297, loss_cls: 2.2307, loss: 2.2307, grad_norm: 3.4918 2021-07-13 02:13:10,962 - mmaction - INFO - Epoch [172][400/1879] lr: 2.482e-02, eta: 1 day, 14:37:24, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7402, loss_cls: 2.1040, loss: 2.1040, grad_norm: 3.3777 2021-07-13 02:13:27,438 - mmaction - INFO - Epoch [172][420/1879] lr: 2.482e-02, eta: 1 day, 14:37:04, time: 0.827, data_time: 0.004, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7375, loss_cls: 2.1489, loss: 2.1489, grad_norm: 3.4192 2021-07-13 02:13:44,741 - mmaction - INFO - Epoch [172][440/1879] lr: 2.482e-02, eta: 1 day, 14:36:46, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7320, loss_cls: 2.2091, loss: 2.2091, grad_norm: 3.4626 2021-07-13 02:14:01,083 - mmaction - INFO - Epoch [172][460/1879] lr: 2.482e-02, eta: 1 day, 14:36:26, time: 0.821, data_time: 0.005, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7586, loss_cls: 2.0254, loss: 2.0254, grad_norm: 3.3751 2021-07-13 02:14:17,931 - mmaction - INFO - Epoch [172][480/1879] lr: 2.482e-02, eta: 1 day, 14:36:07, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7547, loss_cls: 2.1046, loss: 2.1046, grad_norm: 3.4492 2021-07-13 02:14:34,675 - mmaction - INFO - Epoch [172][500/1879] lr: 2.482e-02, eta: 1 day, 14:35:48, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7230, loss_cls: 2.1894, loss: 2.1894, grad_norm: 3.4251 2021-07-13 02:14:51,047 - mmaction - INFO - Epoch [172][520/1879] lr: 2.482e-02, eta: 1 day, 14:35:28, time: 0.818, data_time: 0.001, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7500, loss_cls: 2.1206, loss: 2.1206, grad_norm: 3.3729 2021-07-13 02:15:07,663 - mmaction - INFO - Epoch [172][540/1879] lr: 2.482e-02, eta: 1 day, 14:35:08, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7363, loss_cls: 2.1700, loss: 2.1700, grad_norm: 3.4818 2021-07-13 02:15:24,787 - mmaction - INFO - Epoch [172][560/1879] lr: 2.482e-02, eta: 1 day, 14:34:50, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7414, loss_cls: 2.0940, loss: 2.0940, grad_norm: 3.3563 2021-07-13 02:15:41,566 - mmaction - INFO - Epoch [172][580/1879] lr: 2.482e-02, eta: 1 day, 14:34:31, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7426, loss_cls: 2.1547, loss: 2.1547, grad_norm: 3.3958 2021-07-13 02:15:58,663 - mmaction - INFO - Epoch [172][600/1879] lr: 2.482e-02, eta: 1 day, 14:34:13, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7359, loss_cls: 2.1443, loss: 2.1443, grad_norm: 3.5325 2021-07-13 02:16:15,660 - mmaction - INFO - Epoch [172][620/1879] lr: 2.482e-02, eta: 1 day, 14:33:54, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7512, loss_cls: 2.0879, loss: 2.0879, grad_norm: 3.4344 2021-07-13 02:16:32,470 - mmaction - INFO - Epoch [172][640/1879] lr: 2.482e-02, eta: 1 day, 14:33:35, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5078, top5_acc: 0.7402, loss_cls: 2.1367, loss: 2.1367, grad_norm: 3.4552 2021-07-13 02:16:49,138 - mmaction - INFO - Epoch [172][660/1879] lr: 2.482e-02, eta: 1 day, 14:33:16, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7438, loss_cls: 2.0686, loss: 2.0686, grad_norm: 3.3961 2021-07-13 02:17:06,217 - mmaction - INFO - Epoch [172][680/1879] lr: 2.482e-02, eta: 1 day, 14:32:58, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.4785, top5_acc: 0.7199, loss_cls: 2.2723, loss: 2.2723, grad_norm: 3.5005 2021-07-13 02:17:22,861 - mmaction - INFO - Epoch [172][700/1879] lr: 2.482e-02, eta: 1 day, 14:32:38, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7363, loss_cls: 2.1751, loss: 2.1751, grad_norm: 3.4725 2021-07-13 02:17:39,832 - mmaction - INFO - Epoch [172][720/1879] lr: 2.482e-02, eta: 1 day, 14:32:20, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7441, loss_cls: 2.1409, loss: 2.1409, grad_norm: 3.3866 2021-07-13 02:17:56,627 - mmaction - INFO - Epoch [172][740/1879] lr: 2.482e-02, eta: 1 day, 14:32:01, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7461, loss_cls: 2.1103, loss: 2.1103, grad_norm: 3.3991 2021-07-13 02:18:13,656 - mmaction - INFO - Epoch [172][760/1879] lr: 2.482e-02, eta: 1 day, 14:31:42, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7262, loss_cls: 2.1768, loss: 2.1768, grad_norm: 3.4273 2021-07-13 02:18:30,636 - mmaction - INFO - Epoch [172][780/1879] lr: 2.482e-02, eta: 1 day, 14:31:23, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7254, loss_cls: 2.2272, loss: 2.2272, grad_norm: 3.4810 2021-07-13 02:18:47,553 - mmaction - INFO - Epoch [172][800/1879] lr: 2.482e-02, eta: 1 day, 14:31:05, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7387, loss_cls: 2.1475, loss: 2.1475, grad_norm: 3.4935 2021-07-13 02:19:04,439 - mmaction - INFO - Epoch [172][820/1879] lr: 2.482e-02, eta: 1 day, 14:30:46, time: 0.843, data_time: 0.007, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7445, loss_cls: 2.1350, loss: 2.1350, grad_norm: 3.4462 2021-07-13 02:19:20,981 - mmaction - INFO - Epoch [172][840/1879] lr: 2.482e-02, eta: 1 day, 14:30:26, time: 0.827, data_time: 0.005, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7410, loss_cls: 2.1580, loss: 2.1580, grad_norm: 3.4205 2021-07-13 02:19:37,610 - mmaction - INFO - Epoch [172][860/1879] lr: 2.482e-02, eta: 1 day, 14:30:07, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7312, loss_cls: 2.2113, loss: 2.2113, grad_norm: 3.5063 2021-07-13 02:19:54,676 - mmaction - INFO - Epoch [172][880/1879] lr: 2.482e-02, eta: 1 day, 14:29:49, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5215, top5_acc: 0.7512, loss_cls: 2.0876, loss: 2.0876, grad_norm: 3.3910 2021-07-13 02:20:11,851 - mmaction - INFO - Epoch [172][900/1879] lr: 2.482e-02, eta: 1 day, 14:29:30, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7402, loss_cls: 2.1468, loss: 2.1468, grad_norm: 3.4642 2021-07-13 02:20:28,816 - mmaction - INFO - Epoch [172][920/1879] lr: 2.482e-02, eta: 1 day, 14:29:12, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7258, loss_cls: 2.1870, loss: 2.1870, grad_norm: 3.3758 2021-07-13 02:20:45,758 - mmaction - INFO - Epoch [172][940/1879] lr: 2.482e-02, eta: 1 day, 14:28:53, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7250, loss_cls: 2.2030, loss: 2.2030, grad_norm: 3.5229 2021-07-13 02:21:02,618 - mmaction - INFO - Epoch [172][960/1879] lr: 2.482e-02, eta: 1 day, 14:28:34, time: 0.844, data_time: 0.007, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7270, loss_cls: 2.2088, loss: 2.2088, grad_norm: 3.3607 2021-07-13 02:21:19,384 - mmaction - INFO - Epoch [172][980/1879] lr: 2.482e-02, eta: 1 day, 14:28:15, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7457, loss_cls: 2.1428, loss: 2.1428, grad_norm: 3.3970 2021-07-13 02:21:36,345 - mmaction - INFO - Epoch [172][1000/1879] lr: 2.482e-02, eta: 1 day, 14:27:57, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7277, loss_cls: 2.2277, loss: 2.2277, grad_norm: 3.4492 2021-07-13 02:21:53,160 - mmaction - INFO - Epoch [172][1020/1879] lr: 2.482e-02, eta: 1 day, 14:27:38, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7645, loss_cls: 2.0593, loss: 2.0593, grad_norm: 3.4127 2021-07-13 02:22:10,189 - mmaction - INFO - Epoch [172][1040/1879] lr: 2.482e-02, eta: 1 day, 14:27:19, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7406, loss_cls: 2.1374, loss: 2.1374, grad_norm: 3.4064 2021-07-13 02:22:27,090 - mmaction - INFO - Epoch [172][1060/1879] lr: 2.482e-02, eta: 1 day, 14:27:00, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7547, loss_cls: 2.0885, loss: 2.0885, grad_norm: 3.4733 2021-07-13 02:22:43,658 - mmaction - INFO - Epoch [172][1080/1879] lr: 2.482e-02, eta: 1 day, 14:26:41, time: 0.830, data_time: 0.006, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7402, loss_cls: 2.1629, loss: 2.1629, grad_norm: 3.5234 2021-07-13 02:23:00,687 - mmaction - INFO - Epoch [172][1100/1879] lr: 2.482e-02, eta: 1 day, 14:26:23, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7414, loss_cls: 2.1206, loss: 2.1206, grad_norm: 3.4315 2021-07-13 02:23:18,056 - mmaction - INFO - Epoch [172][1120/1879] lr: 2.482e-02, eta: 1 day, 14:26:05, time: 0.866, data_time: 0.002, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7617, loss_cls: 2.0726, loss: 2.0726, grad_norm: 3.3205 2021-07-13 02:23:35,159 - mmaction - INFO - Epoch [172][1140/1879] lr: 2.482e-02, eta: 1 day, 14:25:47, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7461, loss_cls: 2.1416, loss: 2.1416, grad_norm: 3.4301 2021-07-13 02:23:51,526 - mmaction - INFO - Epoch [172][1160/1879] lr: 2.482e-02, eta: 1 day, 14:25:27, time: 0.820, data_time: 0.003, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7316, loss_cls: 2.2044, loss: 2.2044, grad_norm: 3.4837 2021-07-13 02:24:08,533 - mmaction - INFO - Epoch [172][1180/1879] lr: 2.482e-02, eta: 1 day, 14:25:08, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7422, loss_cls: 2.1172, loss: 2.1172, grad_norm: 3.4452 2021-07-13 02:24:25,398 - mmaction - INFO - Epoch [172][1200/1879] lr: 2.482e-02, eta: 1 day, 14:24:49, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7391, loss_cls: 2.1169, loss: 2.1169, grad_norm: 3.4660 2021-07-13 02:24:42,389 - mmaction - INFO - Epoch [172][1220/1879] lr: 2.482e-02, eta: 1 day, 14:24:31, time: 0.847, data_time: 0.008, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7391, loss_cls: 2.1282, loss: 2.1282, grad_norm: 3.4210 2021-07-13 02:24:59,194 - mmaction - INFO - Epoch [172][1240/1879] lr: 2.482e-02, eta: 1 day, 14:24:12, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7344, loss_cls: 2.1362, loss: 2.1362, grad_norm: 3.3680 2021-07-13 02:25:15,990 - mmaction - INFO - Epoch [172][1260/1879] lr: 2.482e-02, eta: 1 day, 14:23:53, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7406, loss_cls: 2.1511, loss: 2.1511, grad_norm: 3.4020 2021-07-13 02:25:33,133 - mmaction - INFO - Epoch [172][1280/1879] lr: 2.482e-02, eta: 1 day, 14:23:35, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.4930, top5_acc: 0.7309, loss_cls: 2.2240, loss: 2.2240, grad_norm: 3.4687 2021-07-13 02:25:49,630 - mmaction - INFO - Epoch [172][1300/1879] lr: 2.482e-02, eta: 1 day, 14:23:15, time: 0.825, data_time: 0.003, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7336, loss_cls: 2.2185, loss: 2.2185, grad_norm: 3.4536 2021-07-13 02:26:06,264 - mmaction - INFO - Epoch [172][1320/1879] lr: 2.482e-02, eta: 1 day, 14:22:56, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7371, loss_cls: 2.1478, loss: 2.1478, grad_norm: 3.4412 2021-07-13 02:26:22,905 - mmaction - INFO - Epoch [172][1340/1879] lr: 2.482e-02, eta: 1 day, 14:22:36, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7316, loss_cls: 2.1629, loss: 2.1629, grad_norm: 3.5001 2021-07-13 02:26:40,014 - mmaction - INFO - Epoch [172][1360/1879] lr: 2.482e-02, eta: 1 day, 14:22:18, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7418, loss_cls: 2.1714, loss: 2.1714, grad_norm: 3.4641 2021-07-13 02:26:56,881 - mmaction - INFO - Epoch [172][1380/1879] lr: 2.482e-02, eta: 1 day, 14:21:59, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7309, loss_cls: 2.1910, loss: 2.1910, grad_norm: 3.4227 2021-07-13 02:27:13,634 - mmaction - INFO - Epoch [172][1400/1879] lr: 2.482e-02, eta: 1 day, 14:21:40, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7371, loss_cls: 2.1791, loss: 2.1791, grad_norm: 3.4893 2021-07-13 02:27:30,702 - mmaction - INFO - Epoch [172][1420/1879] lr: 2.482e-02, eta: 1 day, 14:21:22, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7301, loss_cls: 2.1986, loss: 2.1986, grad_norm: 3.4116 2021-07-13 02:27:47,758 - mmaction - INFO - Epoch [172][1440/1879] lr: 2.482e-02, eta: 1 day, 14:21:03, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7539, loss_cls: 2.1077, loss: 2.1077, grad_norm: 3.3419 2021-07-13 02:28:04,816 - mmaction - INFO - Epoch [172][1460/1879] lr: 2.482e-02, eta: 1 day, 14:20:45, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7367, loss_cls: 2.1486, loss: 2.1486, grad_norm: 3.4557 2021-07-13 02:28:21,782 - mmaction - INFO - Epoch [172][1480/1879] lr: 2.482e-02, eta: 1 day, 14:20:26, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7488, loss_cls: 2.1419, loss: 2.1419, grad_norm: 3.5178 2021-07-13 02:28:38,345 - mmaction - INFO - Epoch [172][1500/1879] lr: 2.482e-02, eta: 1 day, 14:20:07, time: 0.828, data_time: 0.005, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7500, loss_cls: 2.1181, loss: 2.1181, grad_norm: 3.4529 2021-07-13 02:28:55,052 - mmaction - INFO - Epoch [172][1520/1879] lr: 2.482e-02, eta: 1 day, 14:19:48, time: 0.838, data_time: 0.007, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7359, loss_cls: 2.1411, loss: 2.1411, grad_norm: 3.5400 2021-07-13 02:29:11,981 - mmaction - INFO - Epoch [172][1540/1879] lr: 2.482e-02, eta: 1 day, 14:19:29, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.4875, top5_acc: 0.7316, loss_cls: 2.2088, loss: 2.2088, grad_norm: 3.4415 2021-07-13 02:29:28,925 - mmaction - INFO - Epoch [172][1560/1879] lr: 2.482e-02, eta: 1 day, 14:19:10, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7328, loss_cls: 2.1556, loss: 2.1556, grad_norm: 3.4007 2021-07-13 02:29:45,958 - mmaction - INFO - Epoch [172][1580/1879] lr: 2.482e-02, eta: 1 day, 14:18:52, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7270, loss_cls: 2.1432, loss: 2.1432, grad_norm: 3.4559 2021-07-13 02:30:02,848 - mmaction - INFO - Epoch [172][1600/1879] lr: 2.482e-02, eta: 1 day, 14:18:33, time: 0.846, data_time: 0.007, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7324, loss_cls: 2.1853, loss: 2.1853, grad_norm: 3.4519 2021-07-13 02:30:19,695 - mmaction - INFO - Epoch [172][1620/1879] lr: 2.482e-02, eta: 1 day, 14:18:14, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5066, top5_acc: 0.7438, loss_cls: 2.1313, loss: 2.1313, grad_norm: 3.4170 2021-07-13 02:30:36,480 - mmaction - INFO - Epoch [172][1640/1879] lr: 2.482e-02, eta: 1 day, 14:17:55, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7500, loss_cls: 2.0802, loss: 2.0802, grad_norm: 3.4319 2021-07-13 02:30:53,115 - mmaction - INFO - Epoch [172][1660/1879] lr: 2.482e-02, eta: 1 day, 14:17:36, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7395, loss_cls: 2.1793, loss: 2.1793, grad_norm: 3.5544 2021-07-13 02:31:10,064 - mmaction - INFO - Epoch [172][1680/1879] lr: 2.482e-02, eta: 1 day, 14:17:18, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7465, loss_cls: 2.1346, loss: 2.1346, grad_norm: 3.4314 2021-07-13 02:31:26,839 - mmaction - INFO - Epoch [172][1700/1879] lr: 2.482e-02, eta: 1 day, 14:16:58, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7367, loss_cls: 2.1301, loss: 2.1301, grad_norm: 3.4854 2021-07-13 02:31:43,841 - mmaction - INFO - Epoch [172][1720/1879] lr: 2.482e-02, eta: 1 day, 14:16:40, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7277, loss_cls: 2.1906, loss: 2.1906, grad_norm: 3.4708 2021-07-13 02:32:00,644 - mmaction - INFO - Epoch [172][1740/1879] lr: 2.482e-02, eta: 1 day, 14:16:21, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7375, loss_cls: 2.1344, loss: 2.1344, grad_norm: 3.4661 2021-07-13 02:32:17,212 - mmaction - INFO - Epoch [172][1760/1879] lr: 2.482e-02, eta: 1 day, 14:16:02, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.5023, top5_acc: 0.7270, loss_cls: 2.2223, loss: 2.2223, grad_norm: 3.5092 2021-07-13 02:32:34,030 - mmaction - INFO - Epoch [172][1780/1879] lr: 2.482e-02, eta: 1 day, 14:15:42, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7441, loss_cls: 2.0961, loss: 2.0961, grad_norm: 3.2898 2021-07-13 02:32:51,023 - mmaction - INFO - Epoch [172][1800/1879] lr: 2.482e-02, eta: 1 day, 14:15:24, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7320, loss_cls: 2.1671, loss: 2.1671, grad_norm: 3.4225 2021-07-13 02:33:07,743 - mmaction - INFO - Epoch [172][1820/1879] lr: 2.482e-02, eta: 1 day, 14:15:05, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7312, loss_cls: 2.1529, loss: 2.1529, grad_norm: 3.4523 2021-07-13 02:33:24,579 - mmaction - INFO - Epoch [172][1840/1879] lr: 2.482e-02, eta: 1 day, 14:14:46, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7270, loss_cls: 2.2151, loss: 2.2151, grad_norm: 3.3889 2021-07-13 02:33:41,204 - mmaction - INFO - Epoch [172][1860/1879] lr: 2.482e-02, eta: 1 day, 14:14:27, time: 0.829, data_time: 0.007, memory: 6454, top1_acc: 0.5164, top5_acc: 0.7418, loss_cls: 2.1322, loss: 2.1322, grad_norm: 3.3501 2021-07-13 02:33:58,553 - mmaction - INFO - Saving checkpoint at 172 epochs 2021-07-13 02:34:59,162 - mmaction - INFO - Epoch [173][20/1879] lr: 2.429e-02, eta: 1 day, 14:14:52, time: 2.969, data_time: 2.021, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7387, loss_cls: 2.1516, loss: 2.1516, grad_norm: 3.4388 2021-07-13 02:35:15,951 - mmaction - INFO - Epoch [173][40/1879] lr: 2.429e-02, eta: 1 day, 14:14:33, time: 0.838, data_time: 0.009, memory: 6454, top1_acc: 0.5164, top5_acc: 0.7316, loss_cls: 2.1278, loss: 2.1278, grad_norm: 3.4152 2021-07-13 02:35:32,539 - mmaction - INFO - Epoch [173][60/1879] lr: 2.429e-02, eta: 1 day, 14:14:14, time: 0.834, data_time: 0.006, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7492, loss_cls: 2.0935, loss: 2.0935, grad_norm: 3.4151 2021-07-13 02:35:49,500 - mmaction - INFO - Epoch [173][80/1879] lr: 2.429e-02, eta: 1 day, 14:13:55, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7402, loss_cls: 2.1500, loss: 2.1500, grad_norm: 3.4440 2021-07-13 02:36:06,321 - mmaction - INFO - Epoch [173][100/1879] lr: 2.429e-02, eta: 1 day, 14:13:36, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7508, loss_cls: 2.0835, loss: 2.0835, grad_norm: 3.4213 2021-07-13 02:36:23,405 - mmaction - INFO - Epoch [173][120/1879] lr: 2.429e-02, eta: 1 day, 14:13:18, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7316, loss_cls: 2.1559, loss: 2.1559, grad_norm: 3.4999 2021-07-13 02:36:39,999 - mmaction - INFO - Epoch [173][140/1879] lr: 2.429e-02, eta: 1 day, 14:12:58, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7715, loss_cls: 2.0234, loss: 2.0234, grad_norm: 3.4056 2021-07-13 02:36:56,791 - mmaction - INFO - Epoch [173][160/1879] lr: 2.429e-02, eta: 1 day, 14:12:39, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7383, loss_cls: 2.1260, loss: 2.1260, grad_norm: 3.4731 2021-07-13 02:37:13,821 - mmaction - INFO - Epoch [173][180/1879] lr: 2.429e-02, eta: 1 day, 14:12:21, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7445, loss_cls: 2.1339, loss: 2.1339, grad_norm: 3.5333 2021-07-13 02:37:30,512 - mmaction - INFO - Epoch [173][200/1879] lr: 2.429e-02, eta: 1 day, 14:12:02, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7457, loss_cls: 2.1190, loss: 2.1190, grad_norm: 3.5406 2021-07-13 02:37:47,277 - mmaction - INFO - Epoch [173][220/1879] lr: 2.429e-02, eta: 1 day, 14:11:43, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5215, top5_acc: 0.7531, loss_cls: 2.0918, loss: 2.0918, grad_norm: 3.4223 2021-07-13 02:38:03,930 - mmaction - INFO - Epoch [173][240/1879] lr: 2.429e-02, eta: 1 day, 14:11:23, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7395, loss_cls: 2.1683, loss: 2.1683, grad_norm: 3.5238 2021-07-13 02:38:20,617 - mmaction - INFO - Epoch [173][260/1879] lr: 2.429e-02, eta: 1 day, 14:11:04, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7516, loss_cls: 2.0587, loss: 2.0587, grad_norm: 3.4068 2021-07-13 02:38:37,319 - mmaction - INFO - Epoch [173][280/1879] lr: 2.429e-02, eta: 1 day, 14:10:45, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7441, loss_cls: 2.1070, loss: 2.1070, grad_norm: 3.4073 2021-07-13 02:38:54,340 - mmaction - INFO - Epoch [173][300/1879] lr: 2.429e-02, eta: 1 day, 14:10:26, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7629, loss_cls: 2.0682, loss: 2.0682, grad_norm: 3.4613 2021-07-13 02:39:11,370 - mmaction - INFO - Epoch [173][320/1879] lr: 2.429e-02, eta: 1 day, 14:10:08, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7297, loss_cls: 2.1778, loss: 2.1778, grad_norm: 3.4464 2021-07-13 02:39:28,383 - mmaction - INFO - Epoch [173][340/1879] lr: 2.429e-02, eta: 1 day, 14:09:50, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5148, top5_acc: 0.7426, loss_cls: 2.0942, loss: 2.0942, grad_norm: 3.4295 2021-07-13 02:39:45,706 - mmaction - INFO - Epoch [173][360/1879] lr: 2.429e-02, eta: 1 day, 14:09:32, time: 0.866, data_time: 0.006, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7516, loss_cls: 2.1165, loss: 2.1165, grad_norm: 3.5179 2021-07-13 02:40:02,757 - mmaction - INFO - Epoch [173][380/1879] lr: 2.429e-02, eta: 1 day, 14:09:14, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7359, loss_cls: 2.1233, loss: 2.1233, grad_norm: 3.5612 2021-07-13 02:40:19,473 - mmaction - INFO - Epoch [173][400/1879] lr: 2.429e-02, eta: 1 day, 14:08:54, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7422, loss_cls: 2.1304, loss: 2.1304, grad_norm: 3.4919 2021-07-13 02:40:36,253 - mmaction - INFO - Epoch [173][420/1879] lr: 2.429e-02, eta: 1 day, 14:08:35, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7348, loss_cls: 2.1740, loss: 2.1740, grad_norm: 3.5125 2021-07-13 02:40:52,873 - mmaction - INFO - Epoch [173][440/1879] lr: 2.429e-02, eta: 1 day, 14:08:16, time: 0.831, data_time: 0.001, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7348, loss_cls: 2.1929, loss: 2.1929, grad_norm: 3.4297 2021-07-13 02:41:09,936 - mmaction - INFO - Epoch [173][460/1879] lr: 2.429e-02, eta: 1 day, 14:07:58, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7289, loss_cls: 2.1944, loss: 2.1944, grad_norm: 3.4976 2021-07-13 02:41:26,806 - mmaction - INFO - Epoch [173][480/1879] lr: 2.429e-02, eta: 1 day, 14:07:39, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7328, loss_cls: 2.1823, loss: 2.1823, grad_norm: 3.4633 2021-07-13 02:41:43,828 - mmaction - INFO - Epoch [173][500/1879] lr: 2.429e-02, eta: 1 day, 14:07:20, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.4930, top5_acc: 0.7262, loss_cls: 2.2225, loss: 2.2225, grad_norm: 3.3988 2021-07-13 02:42:00,646 - mmaction - INFO - Epoch [173][520/1879] lr: 2.429e-02, eta: 1 day, 14:07:02, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7359, loss_cls: 2.1481, loss: 2.1481, grad_norm: 3.3982 2021-07-13 02:42:17,472 - mmaction - INFO - Epoch [173][540/1879] lr: 2.429e-02, eta: 1 day, 14:06:43, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.5293, top5_acc: 0.7527, loss_cls: 2.0654, loss: 2.0654, grad_norm: 3.4487 2021-07-13 02:42:34,473 - mmaction - INFO - Epoch [173][560/1879] lr: 2.429e-02, eta: 1 day, 14:06:24, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7410, loss_cls: 2.1990, loss: 2.1990, grad_norm: 3.5409 2021-07-13 02:42:51,505 - mmaction - INFO - Epoch [173][580/1879] lr: 2.429e-02, eta: 1 day, 14:06:06, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7516, loss_cls: 2.1479, loss: 2.1479, grad_norm: 3.4642 2021-07-13 02:43:08,054 - mmaction - INFO - Epoch [173][600/1879] lr: 2.429e-02, eta: 1 day, 14:05:46, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7457, loss_cls: 2.1336, loss: 2.1336, grad_norm: 3.4308 2021-07-13 02:43:25,121 - mmaction - INFO - Epoch [173][620/1879] lr: 2.429e-02, eta: 1 day, 14:05:28, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7359, loss_cls: 2.1428, loss: 2.1428, grad_norm: 3.3972 2021-07-13 02:43:41,566 - mmaction - INFO - Epoch [173][640/1879] lr: 2.429e-02, eta: 1 day, 14:05:08, time: 0.822, data_time: 0.001, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7535, loss_cls: 2.1113, loss: 2.1113, grad_norm: 3.4323 2021-07-13 02:43:58,480 - mmaction - INFO - Epoch [173][660/1879] lr: 2.429e-02, eta: 1 day, 14:04:50, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7422, loss_cls: 2.1608, loss: 2.1608, grad_norm: 3.4797 2021-07-13 02:44:15,474 - mmaction - INFO - Epoch [173][680/1879] lr: 2.429e-02, eta: 1 day, 14:04:31, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7617, loss_cls: 2.0462, loss: 2.0462, grad_norm: 3.4207 2021-07-13 02:44:32,330 - mmaction - INFO - Epoch [173][700/1879] lr: 2.429e-02, eta: 1 day, 14:04:12, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7391, loss_cls: 2.1458, loss: 2.1458, grad_norm: 3.5004 2021-07-13 02:44:48,832 - mmaction - INFO - Epoch [173][720/1879] lr: 2.429e-02, eta: 1 day, 14:03:53, time: 0.827, data_time: 0.004, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1502, loss: 2.1502, grad_norm: 3.4552 2021-07-13 02:45:05,595 - mmaction - INFO - Epoch [173][740/1879] lr: 2.429e-02, eta: 1 day, 14:03:34, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7254, loss_cls: 2.1881, loss: 2.1881, grad_norm: 3.4623 2021-07-13 02:45:22,310 - mmaction - INFO - Epoch [173][760/1879] lr: 2.429e-02, eta: 1 day, 14:03:15, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7406, loss_cls: 2.1364, loss: 2.1364, grad_norm: 3.3912 2021-07-13 02:45:39,369 - mmaction - INFO - Epoch [173][780/1879] lr: 2.429e-02, eta: 1 day, 14:02:56, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7539, loss_cls: 2.0722, loss: 2.0722, grad_norm: 3.3898 2021-07-13 02:45:56,252 - mmaction - INFO - Epoch [173][800/1879] lr: 2.429e-02, eta: 1 day, 14:02:38, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7438, loss_cls: 2.0829, loss: 2.0829, grad_norm: 3.4031 2021-07-13 02:46:13,279 - mmaction - INFO - Epoch [173][820/1879] lr: 2.429e-02, eta: 1 day, 14:02:19, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7473, loss_cls: 2.1035, loss: 2.1035, grad_norm: 3.5045 2021-07-13 02:46:30,217 - mmaction - INFO - Epoch [173][840/1879] lr: 2.429e-02, eta: 1 day, 14:02:01, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7398, loss_cls: 2.1564, loss: 2.1564, grad_norm: 3.4683 2021-07-13 02:46:47,372 - mmaction - INFO - Epoch [173][860/1879] lr: 2.429e-02, eta: 1 day, 14:01:42, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7379, loss_cls: 2.1882, loss: 2.1882, grad_norm: 3.3941 2021-07-13 02:47:04,092 - mmaction - INFO - Epoch [173][880/1879] lr: 2.429e-02, eta: 1 day, 14:01:23, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7207, loss_cls: 2.2076, loss: 2.2076, grad_norm: 3.4030 2021-07-13 02:47:20,607 - mmaction - INFO - Epoch [173][900/1879] lr: 2.429e-02, eta: 1 day, 14:01:04, time: 0.826, data_time: 0.001, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7242, loss_cls: 2.1886, loss: 2.1886, grad_norm: 3.3974 2021-07-13 02:47:37,439 - mmaction - INFO - Epoch [173][920/1879] lr: 2.429e-02, eta: 1 day, 14:00:45, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7383, loss_cls: 2.1623, loss: 2.1623, grad_norm: 3.4488 2021-07-13 02:47:54,318 - mmaction - INFO - Epoch [173][940/1879] lr: 2.429e-02, eta: 1 day, 14:00:26, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7426, loss_cls: 2.1557, loss: 2.1557, grad_norm: 3.5229 2021-07-13 02:48:11,170 - mmaction - INFO - Epoch [173][960/1879] lr: 2.429e-02, eta: 1 day, 14:00:07, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7512, loss_cls: 2.0978, loss: 2.0978, grad_norm: 3.3594 2021-07-13 02:48:27,888 - mmaction - INFO - Epoch [173][980/1879] lr: 2.429e-02, eta: 1 day, 13:59:48, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7473, loss_cls: 2.1210, loss: 2.1210, grad_norm: 3.4731 2021-07-13 02:48:44,911 - mmaction - INFO - Epoch [173][1000/1879] lr: 2.429e-02, eta: 1 day, 13:59:30, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7355, loss_cls: 2.1649, loss: 2.1649, grad_norm: 3.5094 2021-07-13 02:49:02,085 - mmaction - INFO - Epoch [173][1020/1879] lr: 2.429e-02, eta: 1 day, 13:59:12, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7297, loss_cls: 2.2072, loss: 2.2072, grad_norm: 3.4586 2021-07-13 02:49:18,710 - mmaction - INFO - Epoch [173][1040/1879] lr: 2.429e-02, eta: 1 day, 13:58:53, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7305, loss_cls: 2.1666, loss: 2.1666, grad_norm: 3.4966 2021-07-13 02:49:35,617 - mmaction - INFO - Epoch [173][1060/1879] lr: 2.429e-02, eta: 1 day, 13:58:34, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7398, loss_cls: 2.1575, loss: 2.1575, grad_norm: 3.4058 2021-07-13 02:49:52,313 - mmaction - INFO - Epoch [173][1080/1879] lr: 2.429e-02, eta: 1 day, 13:58:15, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7348, loss_cls: 2.1684, loss: 2.1684, grad_norm: 3.4906 2021-07-13 02:50:09,136 - mmaction - INFO - Epoch [173][1100/1879] lr: 2.429e-02, eta: 1 day, 13:57:56, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7449, loss_cls: 2.1420, loss: 2.1420, grad_norm: 3.4200 2021-07-13 02:50:25,996 - mmaction - INFO - Epoch [173][1120/1879] lr: 2.429e-02, eta: 1 day, 13:57:37, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7410, loss_cls: 2.1747, loss: 2.1747, grad_norm: 3.4786 2021-07-13 02:50:43,025 - mmaction - INFO - Epoch [173][1140/1879] lr: 2.429e-02, eta: 1 day, 13:57:19, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7512, loss_cls: 2.0933, loss: 2.0933, grad_norm: 3.3920 2021-07-13 02:50:59,937 - mmaction - INFO - Epoch [173][1160/1879] lr: 2.429e-02, eta: 1 day, 13:57:00, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7375, loss_cls: 2.1546, loss: 2.1546, grad_norm: 3.4801 2021-07-13 02:51:16,724 - mmaction - INFO - Epoch [173][1180/1879] lr: 2.429e-02, eta: 1 day, 13:56:41, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7297, loss_cls: 2.2029, loss: 2.2029, grad_norm: 3.4253 2021-07-13 02:51:33,376 - mmaction - INFO - Epoch [173][1200/1879] lr: 2.429e-02, eta: 1 day, 13:56:22, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7426, loss_cls: 2.1254, loss: 2.1254, grad_norm: 3.4144 2021-07-13 02:51:50,202 - mmaction - INFO - Epoch [173][1220/1879] lr: 2.429e-02, eta: 1 day, 13:56:03, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7383, loss_cls: 2.1642, loss: 2.1642, grad_norm: 3.4834 2021-07-13 02:52:07,068 - mmaction - INFO - Epoch [173][1240/1879] lr: 2.429e-02, eta: 1 day, 13:55:44, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7395, loss_cls: 2.1535, loss: 2.1535, grad_norm: 3.3955 2021-07-13 02:52:24,270 - mmaction - INFO - Epoch [173][1260/1879] lr: 2.429e-02, eta: 1 day, 13:55:26, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.5078, top5_acc: 0.7430, loss_cls: 2.1392, loss: 2.1392, grad_norm: 3.4817 2021-07-13 02:52:41,083 - mmaction - INFO - Epoch [173][1280/1879] lr: 2.429e-02, eta: 1 day, 13:55:08, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7395, loss_cls: 2.1474, loss: 2.1474, grad_norm: 3.4628 2021-07-13 02:52:58,132 - mmaction - INFO - Epoch [173][1300/1879] lr: 2.429e-02, eta: 1 day, 13:54:49, time: 0.852, data_time: 0.010, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7480, loss_cls: 2.0991, loss: 2.0991, grad_norm: 3.4587 2021-07-13 02:53:14,766 - mmaction - INFO - Epoch [173][1320/1879] lr: 2.429e-02, eta: 1 day, 13:54:30, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7180, loss_cls: 2.2803, loss: 2.2803, grad_norm: 3.4999 2021-07-13 02:53:31,813 - mmaction - INFO - Epoch [173][1340/1879] lr: 2.429e-02, eta: 1 day, 13:54:12, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.4980, top5_acc: 0.7398, loss_cls: 2.1665, loss: 2.1665, grad_norm: 3.4312 2021-07-13 02:53:48,853 - mmaction - INFO - Epoch [173][1360/1879] lr: 2.429e-02, eta: 1 day, 13:53:53, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7207, loss_cls: 2.2316, loss: 2.2316, grad_norm: 3.4571 2021-07-13 02:54:05,839 - mmaction - INFO - Epoch [173][1380/1879] lr: 2.429e-02, eta: 1 day, 13:53:35, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7477, loss_cls: 2.1045, loss: 2.1045, grad_norm: 3.4224 2021-07-13 02:54:22,854 - mmaction - INFO - Epoch [173][1400/1879] lr: 2.429e-02, eta: 1 day, 13:53:16, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7355, loss_cls: 2.1398, loss: 2.1398, grad_norm: 3.4368 2021-07-13 02:54:39,657 - mmaction - INFO - Epoch [173][1420/1879] lr: 2.429e-02, eta: 1 day, 13:52:58, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7445, loss_cls: 2.1285, loss: 2.1285, grad_norm: 3.4303 2021-07-13 02:54:56,815 - mmaction - INFO - Epoch [173][1440/1879] lr: 2.429e-02, eta: 1 day, 13:52:39, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7574, loss_cls: 2.0946, loss: 2.0946, grad_norm: 3.5081 2021-07-13 02:55:13,879 - mmaction - INFO - Epoch [173][1460/1879] lr: 2.429e-02, eta: 1 day, 13:52:21, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7520, loss_cls: 2.0996, loss: 2.0996, grad_norm: 3.5218 2021-07-13 02:55:30,677 - mmaction - INFO - Epoch [173][1480/1879] lr: 2.429e-02, eta: 1 day, 13:52:02, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7332, loss_cls: 2.1769, loss: 2.1769, grad_norm: 3.5289 2021-07-13 02:55:47,278 - mmaction - INFO - Epoch [173][1500/1879] lr: 2.429e-02, eta: 1 day, 13:51:43, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7430, loss_cls: 2.1654, loss: 2.1654, grad_norm: 3.5329 2021-07-13 02:56:04,656 - mmaction - INFO - Epoch [173][1520/1879] lr: 2.429e-02, eta: 1 day, 13:51:25, time: 0.869, data_time: 0.005, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7332, loss_cls: 2.2033, loss: 2.2033, grad_norm: 3.5335 2021-07-13 02:56:21,472 - mmaction - INFO - Epoch [173][1540/1879] lr: 2.429e-02, eta: 1 day, 13:51:07, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.5023, top5_acc: 0.7395, loss_cls: 2.1898, loss: 2.1898, grad_norm: 3.4551 2021-07-13 02:56:38,239 - mmaction - INFO - Epoch [173][1560/1879] lr: 2.429e-02, eta: 1 day, 13:50:48, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7367, loss_cls: 2.1754, loss: 2.1754, grad_norm: 3.5667 2021-07-13 02:56:54,943 - mmaction - INFO - Epoch [173][1580/1879] lr: 2.429e-02, eta: 1 day, 13:50:29, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7316, loss_cls: 2.1817, loss: 2.1817, grad_norm: 3.5603 2021-07-13 02:57:11,836 - mmaction - INFO - Epoch [173][1600/1879] lr: 2.429e-02, eta: 1 day, 13:50:10, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7285, loss_cls: 2.2060, loss: 2.2060, grad_norm: 3.5197 2021-07-13 02:57:28,504 - mmaction - INFO - Epoch [173][1620/1879] lr: 2.429e-02, eta: 1 day, 13:49:51, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7363, loss_cls: 2.1512, loss: 2.1512, grad_norm: 3.5693 2021-07-13 02:57:45,622 - mmaction - INFO - Epoch [173][1640/1879] lr: 2.429e-02, eta: 1 day, 13:49:33, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7414, loss_cls: 2.1502, loss: 2.1502, grad_norm: 3.4154 2021-07-13 02:58:02,431 - mmaction - INFO - Epoch [173][1660/1879] lr: 2.429e-02, eta: 1 day, 13:49:14, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7277, loss_cls: 2.2441, loss: 2.2441, grad_norm: 3.5169 2021-07-13 02:58:19,201 - mmaction - INFO - Epoch [173][1680/1879] lr: 2.429e-02, eta: 1 day, 13:48:55, time: 0.838, data_time: 0.007, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7398, loss_cls: 2.1273, loss: 2.1273, grad_norm: 3.4575 2021-07-13 02:58:35,971 - mmaction - INFO - Epoch [173][1700/1879] lr: 2.429e-02, eta: 1 day, 13:48:36, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7215, loss_cls: 2.2511, loss: 2.2511, grad_norm: 3.4971 2021-07-13 02:58:52,787 - mmaction - INFO - Epoch [173][1720/1879] lr: 2.429e-02, eta: 1 day, 13:48:17, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7336, loss_cls: 2.1648, loss: 2.1648, grad_norm: 3.5192 2021-07-13 02:59:09,387 - mmaction - INFO - Epoch [173][1740/1879] lr: 2.429e-02, eta: 1 day, 13:47:58, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7418, loss_cls: 2.1484, loss: 2.1484, grad_norm: 3.4699 2021-07-13 02:59:26,131 - mmaction - INFO - Epoch [173][1760/1879] lr: 2.429e-02, eta: 1 day, 13:47:39, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7258, loss_cls: 2.2315, loss: 2.2315, grad_norm: 3.5959 2021-07-13 02:59:43,701 - mmaction - INFO - Epoch [173][1780/1879] lr: 2.429e-02, eta: 1 day, 13:47:22, time: 0.878, data_time: 0.007, memory: 6454, top1_acc: 0.4941, top5_acc: 0.7086, loss_cls: 2.2729, loss: 2.2729, grad_norm: 3.4641 2021-07-13 03:00:00,176 - mmaction - INFO - Epoch [173][1800/1879] lr: 2.429e-02, eta: 1 day, 13:47:02, time: 0.824, data_time: 0.004, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7387, loss_cls: 2.1937, loss: 2.1937, grad_norm: 3.5012 2021-07-13 03:00:17,352 - mmaction - INFO - Epoch [173][1820/1879] lr: 2.429e-02, eta: 1 day, 13:46:44, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7492, loss_cls: 2.1220, loss: 2.1220, grad_norm: 3.4586 2021-07-13 03:00:34,276 - mmaction - INFO - Epoch [173][1840/1879] lr: 2.429e-02, eta: 1 day, 13:46:25, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4961, top5_acc: 0.7410, loss_cls: 2.1930, loss: 2.1930, grad_norm: 3.5322 2021-07-13 03:00:51,290 - mmaction - INFO - Epoch [173][1860/1879] lr: 2.429e-02, eta: 1 day, 13:46:07, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7363, loss_cls: 2.1437, loss: 2.1437, grad_norm: 3.4261 2021-07-13 03:02:33,408 - mmaction - INFO - Epoch [174][20/1879] lr: 2.377e-02, eta: 1 day, 13:47:22, time: 4.131, data_time: 3.219, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7387, loss_cls: 2.1400, loss: 2.1400, grad_norm: 3.4605 2021-07-13 03:02:49,832 - mmaction - INFO - Epoch [174][40/1879] lr: 2.377e-02, eta: 1 day, 13:47:02, time: 0.821, data_time: 0.004, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7508, loss_cls: 2.0901, loss: 2.0901, grad_norm: 3.4892 2021-07-13 03:03:06,826 - mmaction - INFO - Epoch [174][60/1879] lr: 2.377e-02, eta: 1 day, 13:46:44, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7430, loss_cls: 2.1294, loss: 2.1294, grad_norm: 3.5061 2021-07-13 03:03:23,493 - mmaction - INFO - Epoch [174][80/1879] lr: 2.377e-02, eta: 1 day, 13:46:25, time: 0.838, data_time: 0.008, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7379, loss_cls: 2.1610, loss: 2.1610, grad_norm: 3.4299 2021-07-13 03:03:40,382 - mmaction - INFO - Epoch [174][100/1879] lr: 2.377e-02, eta: 1 day, 13:46:06, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7426, loss_cls: 2.1356, loss: 2.1356, grad_norm: 3.4336 2021-07-13 03:03:57,142 - mmaction - INFO - Epoch [174][120/1879] lr: 2.377e-02, eta: 1 day, 13:45:47, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7602, loss_cls: 2.0523, loss: 2.0523, grad_norm: 3.3556 2021-07-13 03:04:13,893 - mmaction - INFO - Epoch [174][140/1879] lr: 2.377e-02, eta: 1 day, 13:45:28, time: 0.837, data_time: 0.007, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7504, loss_cls: 2.1229, loss: 2.1229, grad_norm: 3.4647 2021-07-13 03:04:30,927 - mmaction - INFO - Epoch [174][160/1879] lr: 2.377e-02, eta: 1 day, 13:45:09, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7453, loss_cls: 2.1675, loss: 2.1675, grad_norm: 3.4630 2021-07-13 03:04:47,808 - mmaction - INFO - Epoch [174][180/1879] lr: 2.377e-02, eta: 1 day, 13:44:51, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7461, loss_cls: 2.1034, loss: 2.1034, grad_norm: 3.3952 2021-07-13 03:05:04,923 - mmaction - INFO - Epoch [174][200/1879] lr: 2.377e-02, eta: 1 day, 13:44:33, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7438, loss_cls: 2.1594, loss: 2.1594, grad_norm: 3.4716 2021-07-13 03:05:21,656 - mmaction - INFO - Epoch [174][220/1879] lr: 2.377e-02, eta: 1 day, 13:44:14, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.5348, top5_acc: 0.7605, loss_cls: 2.0476, loss: 2.0476, grad_norm: 3.3800 2021-07-13 03:05:38,615 - mmaction - INFO - Epoch [174][240/1879] lr: 2.377e-02, eta: 1 day, 13:43:55, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7430, loss_cls: 2.1299, loss: 2.1299, grad_norm: 3.4404 2021-07-13 03:05:55,635 - mmaction - INFO - Epoch [174][260/1879] lr: 2.377e-02, eta: 1 day, 13:43:37, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7637, loss_cls: 2.0723, loss: 2.0723, grad_norm: 3.4406 2021-07-13 03:06:12,512 - mmaction - INFO - Epoch [174][280/1879] lr: 2.377e-02, eta: 1 day, 13:43:18, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7613, loss_cls: 2.0546, loss: 2.0546, grad_norm: 3.4504 2021-07-13 03:06:29,403 - mmaction - INFO - Epoch [174][300/1879] lr: 2.377e-02, eta: 1 day, 13:42:59, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7496, loss_cls: 2.0851, loss: 2.0851, grad_norm: 3.5187 2021-07-13 03:06:46,471 - mmaction - INFO - Epoch [174][320/1879] lr: 2.377e-02, eta: 1 day, 13:42:41, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7477, loss_cls: 2.1159, loss: 2.1159, grad_norm: 3.4918 2021-07-13 03:07:03,335 - mmaction - INFO - Epoch [174][340/1879] lr: 2.377e-02, eta: 1 day, 13:42:22, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7309, loss_cls: 2.1398, loss: 2.1398, grad_norm: 3.4021 2021-07-13 03:07:20,370 - mmaction - INFO - Epoch [174][360/1879] lr: 2.377e-02, eta: 1 day, 13:42:04, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7375, loss_cls: 2.1276, loss: 2.1276, grad_norm: 3.5563 2021-07-13 03:07:37,081 - mmaction - INFO - Epoch [174][380/1879] lr: 2.377e-02, eta: 1 day, 13:41:45, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7207, loss_cls: 2.2117, loss: 2.2117, grad_norm: 3.4554 2021-07-13 03:07:53,962 - mmaction - INFO - Epoch [174][400/1879] lr: 2.377e-02, eta: 1 day, 13:41:26, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7559, loss_cls: 2.0880, loss: 2.0880, grad_norm: 3.5343 2021-07-13 03:08:11,106 - mmaction - INFO - Epoch [174][420/1879] lr: 2.377e-02, eta: 1 day, 13:41:08, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5078, top5_acc: 0.7234, loss_cls: 2.1911, loss: 2.1911, grad_norm: 3.3864 2021-07-13 03:08:27,946 - mmaction - INFO - Epoch [174][440/1879] lr: 2.377e-02, eta: 1 day, 13:40:49, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7449, loss_cls: 2.1090, loss: 2.1090, grad_norm: 3.4317 2021-07-13 03:08:45,152 - mmaction - INFO - Epoch [174][460/1879] lr: 2.377e-02, eta: 1 day, 13:40:31, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7551, loss_cls: 2.1011, loss: 2.1011, grad_norm: 3.4072 2021-07-13 03:09:02,118 - mmaction - INFO - Epoch [174][480/1879] lr: 2.377e-02, eta: 1 day, 13:40:13, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7395, loss_cls: 2.1147, loss: 2.1147, grad_norm: 3.4325 2021-07-13 03:09:18,861 - mmaction - INFO - Epoch [174][500/1879] lr: 2.377e-02, eta: 1 day, 13:39:54, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7422, loss_cls: 2.1430, loss: 2.1430, grad_norm: 3.4844 2021-07-13 03:09:35,907 - mmaction - INFO - Epoch [174][520/1879] lr: 2.377e-02, eta: 1 day, 13:39:35, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7441, loss_cls: 2.1013, loss: 2.1013, grad_norm: 3.4522 2021-07-13 03:09:52,843 - mmaction - INFO - Epoch [174][540/1879] lr: 2.377e-02, eta: 1 day, 13:39:17, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7344, loss_cls: 2.1534, loss: 2.1534, grad_norm: 3.4959 2021-07-13 03:10:10,034 - mmaction - INFO - Epoch [174][560/1879] lr: 2.377e-02, eta: 1 day, 13:38:59, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7359, loss_cls: 2.1465, loss: 2.1465, grad_norm: 3.4514 2021-07-13 03:10:26,700 - mmaction - INFO - Epoch [174][580/1879] lr: 2.377e-02, eta: 1 day, 13:38:40, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7445, loss_cls: 2.1440, loss: 2.1440, grad_norm: 3.5518 2021-07-13 03:10:43,581 - mmaction - INFO - Epoch [174][600/1879] lr: 2.377e-02, eta: 1 day, 13:38:21, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7461, loss_cls: 2.0778, loss: 2.0778, grad_norm: 3.4370 2021-07-13 03:11:00,396 - mmaction - INFO - Epoch [174][620/1879] lr: 2.377e-02, eta: 1 day, 13:38:02, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7477, loss_cls: 2.1115, loss: 2.1115, grad_norm: 3.5830 2021-07-13 03:11:16,883 - mmaction - INFO - Epoch [174][640/1879] lr: 2.377e-02, eta: 1 day, 13:37:42, time: 0.825, data_time: 0.002, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7359, loss_cls: 2.2033, loss: 2.2033, grad_norm: 3.5721 2021-07-13 03:11:33,914 - mmaction - INFO - Epoch [174][660/1879] lr: 2.377e-02, eta: 1 day, 13:37:24, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7324, loss_cls: 2.1774, loss: 2.1774, grad_norm: 3.3970 2021-07-13 03:11:50,922 - mmaction - INFO - Epoch [174][680/1879] lr: 2.377e-02, eta: 1 day, 13:37:06, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7352, loss_cls: 2.1678, loss: 2.1678, grad_norm: 3.4413 2021-07-13 03:12:08,087 - mmaction - INFO - Epoch [174][700/1879] lr: 2.377e-02, eta: 1 day, 13:36:48, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7309, loss_cls: 2.1808, loss: 2.1808, grad_norm: 3.4525 2021-07-13 03:12:24,805 - mmaction - INFO - Epoch [174][720/1879] lr: 2.377e-02, eta: 1 day, 13:36:29, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7305, loss_cls: 2.1834, loss: 2.1834, grad_norm: 3.5412 2021-07-13 03:12:41,890 - mmaction - INFO - Epoch [174][740/1879] lr: 2.377e-02, eta: 1 day, 13:36:10, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7418, loss_cls: 2.1385, loss: 2.1385, grad_norm: 3.5272 2021-07-13 03:12:58,608 - mmaction - INFO - Epoch [174][760/1879] lr: 2.377e-02, eta: 1 day, 13:35:51, time: 0.841, data_time: 0.007, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7488, loss_cls: 2.1038, loss: 2.1038, grad_norm: 3.4002 2021-07-13 03:13:15,504 - mmaction - INFO - Epoch [174][780/1879] lr: 2.377e-02, eta: 1 day, 13:35:33, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7371, loss_cls: 2.1418, loss: 2.1418, grad_norm: 3.4926 2021-07-13 03:13:32,173 - mmaction - INFO - Epoch [174][800/1879] lr: 2.377e-02, eta: 1 day, 13:35:14, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7387, loss_cls: 2.1531, loss: 2.1531, grad_norm: 3.5131 2021-07-13 03:13:49,044 - mmaction - INFO - Epoch [174][820/1879] lr: 2.377e-02, eta: 1 day, 13:34:55, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7281, loss_cls: 2.1814, loss: 2.1814, grad_norm: 3.5470 2021-07-13 03:14:06,070 - mmaction - INFO - Epoch [174][840/1879] lr: 2.377e-02, eta: 1 day, 13:34:36, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7426, loss_cls: 2.1442, loss: 2.1442, grad_norm: 3.6143 2021-07-13 03:14:22,866 - mmaction - INFO - Epoch [174][860/1879] lr: 2.377e-02, eta: 1 day, 13:34:18, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7328, loss_cls: 2.1676, loss: 2.1676, grad_norm: 3.4354 2021-07-13 03:14:39,560 - mmaction - INFO - Epoch [174][880/1879] lr: 2.377e-02, eta: 1 day, 13:33:58, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7512, loss_cls: 2.0802, loss: 2.0802, grad_norm: 3.4414 2021-07-13 03:14:56,499 - mmaction - INFO - Epoch [174][900/1879] lr: 2.377e-02, eta: 1 day, 13:33:40, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5148, top5_acc: 0.7441, loss_cls: 2.1443, loss: 2.1443, grad_norm: 3.5656 2021-07-13 03:15:13,434 - mmaction - INFO - Epoch [174][920/1879] lr: 2.377e-02, eta: 1 day, 13:33:21, time: 0.848, data_time: 0.017, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7473, loss_cls: 2.0718, loss: 2.0718, grad_norm: 3.4904 2021-07-13 03:15:30,317 - mmaction - INFO - Epoch [174][940/1879] lr: 2.377e-02, eta: 1 day, 13:33:03, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7438, loss_cls: 2.0733, loss: 2.0733, grad_norm: 3.3991 2021-07-13 03:15:47,248 - mmaction - INFO - Epoch [174][960/1879] lr: 2.377e-02, eta: 1 day, 13:32:44, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7285, loss_cls: 2.1818, loss: 2.1818, grad_norm: 3.5045 2021-07-13 03:16:04,058 - mmaction - INFO - Epoch [174][980/1879] lr: 2.377e-02, eta: 1 day, 13:32:25, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7305, loss_cls: 2.1862, loss: 2.1862, grad_norm: 3.4194 2021-07-13 03:16:21,202 - mmaction - INFO - Epoch [174][1000/1879] lr: 2.377e-02, eta: 1 day, 13:32:07, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7504, loss_cls: 2.1283, loss: 2.1283, grad_norm: 3.5147 2021-07-13 03:16:38,241 - mmaction - INFO - Epoch [174][1020/1879] lr: 2.377e-02, eta: 1 day, 13:31:49, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7367, loss_cls: 2.1608, loss: 2.1608, grad_norm: 3.5608 2021-07-13 03:16:55,337 - mmaction - INFO - Epoch [174][1040/1879] lr: 2.377e-02, eta: 1 day, 13:31:31, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5164, top5_acc: 0.7473, loss_cls: 2.1045, loss: 2.1045, grad_norm: 3.4951 2021-07-13 03:17:12,369 - mmaction - INFO - Epoch [174][1060/1879] lr: 2.377e-02, eta: 1 day, 13:31:12, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5117, top5_acc: 0.7336, loss_cls: 2.1216, loss: 2.1216, grad_norm: 3.4576 2021-07-13 03:17:29,233 - mmaction - INFO - Epoch [174][1080/1879] lr: 2.377e-02, eta: 1 day, 13:30:54, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7410, loss_cls: 2.1697, loss: 2.1697, grad_norm: 3.4898 2021-07-13 03:17:46,222 - mmaction - INFO - Epoch [174][1100/1879] lr: 2.377e-02, eta: 1 day, 13:30:35, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7391, loss_cls: 2.0729, loss: 2.0729, grad_norm: 3.3911 2021-07-13 03:18:03,298 - mmaction - INFO - Epoch [174][1120/1879] lr: 2.377e-02, eta: 1 day, 13:30:17, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7484, loss_cls: 2.0993, loss: 2.0993, grad_norm: 3.4119 2021-07-13 03:18:20,049 - mmaction - INFO - Epoch [174][1140/1879] lr: 2.377e-02, eta: 1 day, 13:29:58, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7480, loss_cls: 2.1126, loss: 2.1126, grad_norm: 3.5150 2021-07-13 03:18:36,997 - mmaction - INFO - Epoch [174][1160/1879] lr: 2.377e-02, eta: 1 day, 13:29:39, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7375, loss_cls: 2.1454, loss: 2.1454, grad_norm: 3.5113 2021-07-13 03:18:54,197 - mmaction - INFO - Epoch [174][1180/1879] lr: 2.377e-02, eta: 1 day, 13:29:22, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.5141, top5_acc: 0.7512, loss_cls: 2.0865, loss: 2.0865, grad_norm: 3.4569 2021-07-13 03:19:11,230 - mmaction - INFO - Epoch [174][1200/1879] lr: 2.377e-02, eta: 1 day, 13:29:03, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.5148, top5_acc: 0.7441, loss_cls: 2.1284, loss: 2.1284, grad_norm: 3.4285 2021-07-13 03:19:28,327 - mmaction - INFO - Epoch [174][1220/1879] lr: 2.377e-02, eta: 1 day, 13:28:45, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7441, loss_cls: 2.1069, loss: 2.1069, grad_norm: 3.4516 2021-07-13 03:19:45,208 - mmaction - INFO - Epoch [174][1240/1879] lr: 2.377e-02, eta: 1 day, 13:28:26, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7426, loss_cls: 2.1410, loss: 2.1410, grad_norm: 3.4695 2021-07-13 03:20:02,297 - mmaction - INFO - Epoch [174][1260/1879] lr: 2.377e-02, eta: 1 day, 13:28:08, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7570, loss_cls: 2.1115, loss: 2.1115, grad_norm: 3.4724 2021-07-13 03:20:19,020 - mmaction - INFO - Epoch [174][1280/1879] lr: 2.377e-02, eta: 1 day, 13:27:49, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.5066, top5_acc: 0.7418, loss_cls: 2.1380, loss: 2.1380, grad_norm: 3.5902 2021-07-13 03:20:35,790 - mmaction - INFO - Epoch [174][1300/1879] lr: 2.377e-02, eta: 1 day, 13:27:30, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7574, loss_cls: 2.0318, loss: 2.0318, grad_norm: 3.4682 2021-07-13 03:20:52,640 - mmaction - INFO - Epoch [174][1320/1879] lr: 2.377e-02, eta: 1 day, 13:27:11, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7438, loss_cls: 2.0933, loss: 2.0933, grad_norm: 3.4195 2021-07-13 03:21:09,576 - mmaction - INFO - Epoch [174][1340/1879] lr: 2.377e-02, eta: 1 day, 13:26:53, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7414, loss_cls: 2.1231, loss: 2.1231, grad_norm: 3.4447 2021-07-13 03:21:26,458 - mmaction - INFO - Epoch [174][1360/1879] lr: 2.377e-02, eta: 1 day, 13:26:34, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7504, loss_cls: 2.1132, loss: 2.1132, grad_norm: 3.3960 2021-07-13 03:21:43,389 - mmaction - INFO - Epoch [174][1380/1879] lr: 2.377e-02, eta: 1 day, 13:26:16, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7383, loss_cls: 2.1612, loss: 2.1612, grad_norm: 3.4803 2021-07-13 03:22:00,408 - mmaction - INFO - Epoch [174][1400/1879] lr: 2.377e-02, eta: 1 day, 13:25:57, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7328, loss_cls: 2.1833, loss: 2.1833, grad_norm: 3.5513 2021-07-13 03:22:17,151 - mmaction - INFO - Epoch [174][1420/1879] lr: 2.377e-02, eta: 1 day, 13:25:39, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7535, loss_cls: 2.1015, loss: 2.1015, grad_norm: 3.3849 2021-07-13 03:22:33,922 - mmaction - INFO - Epoch [174][1440/1879] lr: 2.377e-02, eta: 1 day, 13:25:20, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.4902, top5_acc: 0.7277, loss_cls: 2.2140, loss: 2.2140, grad_norm: 3.5067 2021-07-13 03:22:50,898 - mmaction - INFO - Epoch [174][1460/1879] lr: 2.377e-02, eta: 1 day, 13:25:01, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7461, loss_cls: 2.0929, loss: 2.0929, grad_norm: 3.4382 2021-07-13 03:23:08,009 - mmaction - INFO - Epoch [174][1480/1879] lr: 2.377e-02, eta: 1 day, 13:24:43, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7465, loss_cls: 2.0774, loss: 2.0774, grad_norm: 3.4726 2021-07-13 03:23:24,606 - mmaction - INFO - Epoch [174][1500/1879] lr: 2.377e-02, eta: 1 day, 13:24:24, time: 0.827, data_time: 0.005, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7473, loss_cls: 2.0913, loss: 2.0913, grad_norm: 3.4081 2021-07-13 03:23:41,511 - mmaction - INFO - Epoch [174][1520/1879] lr: 2.377e-02, eta: 1 day, 13:24:05, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4887, top5_acc: 0.7270, loss_cls: 2.2001, loss: 2.2001, grad_norm: 3.5602 2021-07-13 03:23:58,297 - mmaction - INFO - Epoch [174][1540/1879] lr: 2.377e-02, eta: 1 day, 13:23:46, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.4891, top5_acc: 0.7234, loss_cls: 2.2485, loss: 2.2485, grad_norm: 3.5684 2021-07-13 03:24:15,019 - mmaction - INFO - Epoch [174][1560/1879] lr: 2.377e-02, eta: 1 day, 13:23:27, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7465, loss_cls: 2.1382, loss: 2.1382, grad_norm: 3.5378 2021-07-13 03:24:32,086 - mmaction - INFO - Epoch [174][1580/1879] lr: 2.377e-02, eta: 1 day, 13:23:09, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.4977, top5_acc: 0.7410, loss_cls: 2.1594, loss: 2.1594, grad_norm: 3.4962 2021-07-13 03:24:49,080 - mmaction - INFO - Epoch [174][1600/1879] lr: 2.377e-02, eta: 1 day, 13:22:51, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7332, loss_cls: 2.2037, loss: 2.2037, grad_norm: 3.4664 2021-07-13 03:25:05,990 - mmaction - INFO - Epoch [174][1620/1879] lr: 2.377e-02, eta: 1 day, 13:22:32, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7430, loss_cls: 2.1460, loss: 2.1460, grad_norm: 3.4878 2021-07-13 03:25:22,779 - mmaction - INFO - Epoch [174][1640/1879] lr: 2.377e-02, eta: 1 day, 13:22:13, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7383, loss_cls: 2.1215, loss: 2.1215, grad_norm: 3.4985 2021-07-13 03:25:39,706 - mmaction - INFO - Epoch [174][1660/1879] lr: 2.377e-02, eta: 1 day, 13:21:55, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7316, loss_cls: 2.1573, loss: 2.1573, grad_norm: 3.4736 2021-07-13 03:25:56,741 - mmaction - INFO - Epoch [174][1680/1879] lr: 2.377e-02, eta: 1 day, 13:21:36, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5117, top5_acc: 0.7285, loss_cls: 2.1765, loss: 2.1765, grad_norm: 3.5279 2021-07-13 03:26:13,291 - mmaction - INFO - Epoch [174][1700/1879] lr: 2.377e-02, eta: 1 day, 13:21:17, time: 0.830, data_time: 0.006, memory: 6454, top1_acc: 0.4938, top5_acc: 0.7172, loss_cls: 2.2194, loss: 2.2194, grad_norm: 3.5572 2021-07-13 03:26:30,106 - mmaction - INFO - Epoch [174][1720/1879] lr: 2.377e-02, eta: 1 day, 13:20:58, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.5141, top5_acc: 0.7477, loss_cls: 2.1193, loss: 2.1193, grad_norm: 3.4047 2021-07-13 03:26:46,993 - mmaction - INFO - Epoch [174][1740/1879] lr: 2.377e-02, eta: 1 day, 13:20:40, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7488, loss_cls: 2.1286, loss: 2.1286, grad_norm: 3.4648 2021-07-13 03:27:04,090 - mmaction - INFO - Epoch [174][1760/1879] lr: 2.377e-02, eta: 1 day, 13:20:22, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7266, loss_cls: 2.2136, loss: 2.2136, grad_norm: 3.5024 2021-07-13 03:27:21,083 - mmaction - INFO - Epoch [174][1780/1879] lr: 2.377e-02, eta: 1 day, 13:20:03, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5172, top5_acc: 0.7402, loss_cls: 2.1057, loss: 2.1057, grad_norm: 3.4753 2021-07-13 03:27:37,904 - mmaction - INFO - Epoch [174][1800/1879] lr: 2.377e-02, eta: 1 day, 13:19:44, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7500, loss_cls: 2.1030, loss: 2.1030, grad_norm: 3.4200 2021-07-13 03:27:54,604 - mmaction - INFO - Epoch [174][1820/1879] lr: 2.377e-02, eta: 1 day, 13:19:25, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7523, loss_cls: 2.1170, loss: 2.1170, grad_norm: 3.4777 2021-07-13 03:28:11,436 - mmaction - INFO - Epoch [174][1840/1879] lr: 2.377e-02, eta: 1 day, 13:19:07, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7406, loss_cls: 2.1822, loss: 2.1822, grad_norm: 3.5172 2021-07-13 03:28:28,259 - mmaction - INFO - Epoch [174][1860/1879] lr: 2.377e-02, eta: 1 day, 13:18:48, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7207, loss_cls: 2.2211, loss: 2.2211, grad_norm: 3.4704 2021-07-13 03:30:28,840 - mmaction - INFO - Epoch [175][20/1879] lr: 2.325e-02, eta: 1 day, 13:20:31, time: 4.871, data_time: 3.382, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7445, loss_cls: 2.1014, loss: 2.1014, grad_norm: 3.5700 2021-07-13 03:30:45,215 - mmaction - INFO - Epoch [175][40/1879] lr: 2.325e-02, eta: 1 day, 13:20:11, time: 0.820, data_time: 0.006, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7496, loss_cls: 2.0717, loss: 2.0717, grad_norm: 3.5089 2021-07-13 03:31:01,604 - mmaction - INFO - Epoch [175][60/1879] lr: 2.325e-02, eta: 1 day, 13:19:51, time: 0.821, data_time: 0.002, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7375, loss_cls: 2.1625, loss: 2.1625, grad_norm: 3.4743 2021-07-13 03:31:17,999 - mmaction - INFO - Epoch [175][80/1879] lr: 2.325e-02, eta: 1 day, 13:19:32, time: 0.818, data_time: 0.005, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7457, loss_cls: 2.1175, loss: 2.1175, grad_norm: 3.5424 2021-07-13 03:31:34,645 - mmaction - INFO - Epoch [175][100/1879] lr: 2.325e-02, eta: 1 day, 13:19:12, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.5211, top5_acc: 0.7418, loss_cls: 2.0927, loss: 2.0927, grad_norm: 3.4114 2021-07-13 03:31:51,585 - mmaction - INFO - Epoch [175][120/1879] lr: 2.325e-02, eta: 1 day, 13:18:54, time: 0.846, data_time: 0.007, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7414, loss_cls: 2.1539, loss: 2.1539, grad_norm: 3.4708 2021-07-13 03:32:08,531 - mmaction - INFO - Epoch [175][140/1879] lr: 2.325e-02, eta: 1 day, 13:18:35, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7473, loss_cls: 2.0965, loss: 2.0965, grad_norm: 3.3760 2021-07-13 03:32:25,592 - mmaction - INFO - Epoch [175][160/1879] lr: 2.325e-02, eta: 1 day, 13:18:17, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7418, loss_cls: 2.1617, loss: 2.1617, grad_norm: 3.5385 2021-07-13 03:32:42,368 - mmaction - INFO - Epoch [175][180/1879] lr: 2.325e-02, eta: 1 day, 13:17:58, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7496, loss_cls: 2.0947, loss: 2.0947, grad_norm: 3.4651 2021-07-13 03:32:59,253 - mmaction - INFO - Epoch [175][200/1879] lr: 2.325e-02, eta: 1 day, 13:17:39, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7371, loss_cls: 2.1426, loss: 2.1426, grad_norm: 3.5275 2021-07-13 03:33:15,896 - mmaction - INFO - Epoch [175][220/1879] lr: 2.325e-02, eta: 1 day, 13:17:20, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7516, loss_cls: 2.0577, loss: 2.0577, grad_norm: 3.3880 2021-07-13 03:33:33,115 - mmaction - INFO - Epoch [175][240/1879] lr: 2.325e-02, eta: 1 day, 13:17:02, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7387, loss_cls: 2.1128, loss: 2.1128, grad_norm: 3.5360 2021-07-13 03:33:50,248 - mmaction - INFO - Epoch [175][260/1879] lr: 2.325e-02, eta: 1 day, 13:16:44, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7492, loss_cls: 2.1404, loss: 2.1404, grad_norm: 3.4481 2021-07-13 03:34:06,977 - mmaction - INFO - Epoch [175][280/1879] lr: 2.325e-02, eta: 1 day, 13:16:25, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7465, loss_cls: 2.1108, loss: 2.1108, grad_norm: 3.3980 2021-07-13 03:34:23,545 - mmaction - INFO - Epoch [175][300/1879] lr: 2.325e-02, eta: 1 day, 13:16:06, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7312, loss_cls: 2.1953, loss: 2.1953, grad_norm: 3.4735 2021-07-13 03:34:40,577 - mmaction - INFO - Epoch [175][320/1879] lr: 2.325e-02, eta: 1 day, 13:15:47, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7438, loss_cls: 2.1145, loss: 2.1145, grad_norm: 3.4686 2021-07-13 03:34:57,724 - mmaction - INFO - Epoch [175][340/1879] lr: 2.325e-02, eta: 1 day, 13:15:29, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7523, loss_cls: 2.0778, loss: 2.0778, grad_norm: 3.5168 2021-07-13 03:35:14,353 - mmaction - INFO - Epoch [175][360/1879] lr: 2.325e-02, eta: 1 day, 13:15:10, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7465, loss_cls: 2.0739, loss: 2.0739, grad_norm: 3.5121 2021-07-13 03:35:30,984 - mmaction - INFO - Epoch [175][380/1879] lr: 2.325e-02, eta: 1 day, 13:14:51, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7250, loss_cls: 2.1843, loss: 2.1843, grad_norm: 3.5513 2021-07-13 03:35:48,032 - mmaction - INFO - Epoch [175][400/1879] lr: 2.325e-02, eta: 1 day, 13:14:33, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7422, loss_cls: 2.1539, loss: 2.1539, grad_norm: 3.5372 2021-07-13 03:36:04,836 - mmaction - INFO - Epoch [175][420/1879] lr: 2.325e-02, eta: 1 day, 13:14:14, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7453, loss_cls: 2.1503, loss: 2.1503, grad_norm: 3.5165 2021-07-13 03:36:21,939 - mmaction - INFO - Epoch [175][440/1879] lr: 2.325e-02, eta: 1 day, 13:13:56, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7414, loss_cls: 2.1333, loss: 2.1333, grad_norm: 3.4279 2021-07-13 03:36:38,756 - mmaction - INFO - Epoch [175][460/1879] lr: 2.325e-02, eta: 1 day, 13:13:37, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5078, top5_acc: 0.7258, loss_cls: 2.1616, loss: 2.1616, grad_norm: 3.4827 2021-07-13 03:36:55,771 - mmaction - INFO - Epoch [175][480/1879] lr: 2.325e-02, eta: 1 day, 13:13:18, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5117, top5_acc: 0.7410, loss_cls: 2.1152, loss: 2.1152, grad_norm: 3.5405 2021-07-13 03:37:12,802 - mmaction - INFO - Epoch [175][500/1879] lr: 2.325e-02, eta: 1 day, 13:13:00, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5215, top5_acc: 0.7547, loss_cls: 2.0764, loss: 2.0764, grad_norm: 3.4855 2021-07-13 03:37:29,437 - mmaction - INFO - Epoch [175][520/1879] lr: 2.325e-02, eta: 1 day, 13:12:41, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7418, loss_cls: 2.1151, loss: 2.1151, grad_norm: 3.5215 2021-07-13 03:37:46,493 - mmaction - INFO - Epoch [175][540/1879] lr: 2.325e-02, eta: 1 day, 13:12:23, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7496, loss_cls: 2.1032, loss: 2.1032, grad_norm: 3.5425 2021-07-13 03:38:03,204 - mmaction - INFO - Epoch [175][560/1879] lr: 2.325e-02, eta: 1 day, 13:12:03, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7426, loss_cls: 2.1447, loss: 2.1447, grad_norm: 3.5403 2021-07-13 03:38:19,960 - mmaction - INFO - Epoch [175][580/1879] lr: 2.325e-02, eta: 1 day, 13:11:45, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7461, loss_cls: 2.1246, loss: 2.1246, grad_norm: 3.5190 2021-07-13 03:38:36,806 - mmaction - INFO - Epoch [175][600/1879] lr: 2.325e-02, eta: 1 day, 13:11:26, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7320, loss_cls: 2.1788, loss: 2.1788, grad_norm: 3.5267 2021-07-13 03:38:53,433 - mmaction - INFO - Epoch [175][620/1879] lr: 2.325e-02, eta: 1 day, 13:11:07, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7301, loss_cls: 2.1737, loss: 2.1737, grad_norm: 3.4516 2021-07-13 03:39:10,278 - mmaction - INFO - Epoch [175][640/1879] lr: 2.325e-02, eta: 1 day, 13:10:48, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7301, loss_cls: 2.2202, loss: 2.2202, grad_norm: 3.4797 2021-07-13 03:39:27,336 - mmaction - INFO - Epoch [175][660/1879] lr: 2.325e-02, eta: 1 day, 13:10:30, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5023, top5_acc: 0.7477, loss_cls: 2.1183, loss: 2.1183, grad_norm: 3.5341 2021-07-13 03:39:44,109 - mmaction - INFO - Epoch [175][680/1879] lr: 2.325e-02, eta: 1 day, 13:10:11, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7602, loss_cls: 2.0504, loss: 2.0504, grad_norm: 3.4495 2021-07-13 03:40:00,925 - mmaction - INFO - Epoch [175][700/1879] lr: 2.325e-02, eta: 1 day, 13:09:52, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7414, loss_cls: 2.1489, loss: 2.1489, grad_norm: 3.5726 2021-07-13 03:40:17,743 - mmaction - INFO - Epoch [175][720/1879] lr: 2.325e-02, eta: 1 day, 13:09:33, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7551, loss_cls: 2.0917, loss: 2.0917, grad_norm: 3.5059 2021-07-13 03:40:34,903 - mmaction - INFO - Epoch [175][740/1879] lr: 2.325e-02, eta: 1 day, 13:09:15, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7449, loss_cls: 2.1525, loss: 2.1525, grad_norm: 3.5309 2021-07-13 03:40:51,990 - mmaction - INFO - Epoch [175][760/1879] lr: 2.325e-02, eta: 1 day, 13:08:57, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7312, loss_cls: 2.1623, loss: 2.1623, grad_norm: 3.5071 2021-07-13 03:41:08,704 - mmaction - INFO - Epoch [175][780/1879] lr: 2.325e-02, eta: 1 day, 13:08:38, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7574, loss_cls: 2.0722, loss: 2.0722, grad_norm: 3.4710 2021-07-13 03:41:25,448 - mmaction - INFO - Epoch [175][800/1879] lr: 2.325e-02, eta: 1 day, 13:08:19, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7395, loss_cls: 2.1453, loss: 2.1453, grad_norm: 3.5228 2021-07-13 03:41:42,544 - mmaction - INFO - Epoch [175][820/1879] lr: 2.325e-02, eta: 1 day, 13:08:01, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7516, loss_cls: 2.1014, loss: 2.1014, grad_norm: 3.4606 2021-07-13 03:41:59,368 - mmaction - INFO - Epoch [175][840/1879] lr: 2.325e-02, eta: 1 day, 13:07:42, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7590, loss_cls: 2.0697, loss: 2.0697, grad_norm: 3.5641 2021-07-13 03:42:16,077 - mmaction - INFO - Epoch [175][860/1879] lr: 2.325e-02, eta: 1 day, 13:07:23, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7418, loss_cls: 2.1427, loss: 2.1427, grad_norm: 3.5463 2021-07-13 03:42:32,815 - mmaction - INFO - Epoch [175][880/1879] lr: 2.325e-02, eta: 1 day, 13:07:04, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7293, loss_cls: 2.1931, loss: 2.1931, grad_norm: 3.6180 2021-07-13 03:42:49,756 - mmaction - INFO - Epoch [175][900/1879] lr: 2.325e-02, eta: 1 day, 13:06:46, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7402, loss_cls: 2.1129, loss: 2.1129, grad_norm: 3.4870 2021-07-13 03:43:06,903 - mmaction - INFO - Epoch [175][920/1879] lr: 2.325e-02, eta: 1 day, 13:06:28, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7273, loss_cls: 2.1993, loss: 2.1993, grad_norm: 3.5656 2021-07-13 03:43:23,885 - mmaction - INFO - Epoch [175][940/1879] lr: 2.325e-02, eta: 1 day, 13:06:09, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7480, loss_cls: 2.1146, loss: 2.1146, grad_norm: 3.5138 2021-07-13 03:43:40,697 - mmaction - INFO - Epoch [175][960/1879] lr: 2.325e-02, eta: 1 day, 13:05:50, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7336, loss_cls: 2.1716, loss: 2.1716, grad_norm: 3.4987 2021-07-13 03:43:57,872 - mmaction - INFO - Epoch [175][980/1879] lr: 2.325e-02, eta: 1 day, 13:05:32, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7355, loss_cls: 2.1900, loss: 2.1900, grad_norm: 3.5352 2021-07-13 03:44:14,757 - mmaction - INFO - Epoch [175][1000/1879] lr: 2.325e-02, eta: 1 day, 13:05:14, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7516, loss_cls: 2.0936, loss: 2.0936, grad_norm: 3.4903 2021-07-13 03:44:31,689 - mmaction - INFO - Epoch [175][1020/1879] lr: 2.325e-02, eta: 1 day, 13:04:55, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7449, loss_cls: 2.1241, loss: 2.1241, grad_norm: 3.5067 2021-07-13 03:44:48,594 - mmaction - INFO - Epoch [175][1040/1879] lr: 2.325e-02, eta: 1 day, 13:04:37, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5148, top5_acc: 0.7387, loss_cls: 2.1042, loss: 2.1042, grad_norm: 3.4580 2021-07-13 03:45:05,617 - mmaction - INFO - Epoch [175][1060/1879] lr: 2.325e-02, eta: 1 day, 13:04:18, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.0759, loss: 2.0759, grad_norm: 3.4872 2021-07-13 03:45:22,581 - mmaction - INFO - Epoch [175][1080/1879] lr: 2.325e-02, eta: 1 day, 13:04:00, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.4965, top5_acc: 0.7438, loss_cls: 2.1758, loss: 2.1758, grad_norm: 3.5678 2021-07-13 03:45:39,213 - mmaction - INFO - Epoch [175][1100/1879] lr: 2.325e-02, eta: 1 day, 13:03:41, time: 0.834, data_time: 0.007, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7441, loss_cls: 2.1130, loss: 2.1130, grad_norm: 3.5012 2021-07-13 03:45:56,241 - mmaction - INFO - Epoch [175][1120/1879] lr: 2.325e-02, eta: 1 day, 13:03:22, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7414, loss_cls: 2.1103, loss: 2.1103, grad_norm: 3.5305 2021-07-13 03:46:13,074 - mmaction - INFO - Epoch [175][1140/1879] lr: 2.325e-02, eta: 1 day, 13:03:04, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7453, loss_cls: 2.0921, loss: 2.0921, grad_norm: 3.4377 2021-07-13 03:46:29,847 - mmaction - INFO - Epoch [175][1160/1879] lr: 2.325e-02, eta: 1 day, 13:02:45, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7453, loss_cls: 2.0881, loss: 2.0881, grad_norm: 3.4342 2021-07-13 03:46:46,733 - mmaction - INFO - Epoch [175][1180/1879] lr: 2.325e-02, eta: 1 day, 13:02:26, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7301, loss_cls: 2.2098, loss: 2.2098, grad_norm: 3.5374 2021-07-13 03:47:03,646 - mmaction - INFO - Epoch [175][1200/1879] lr: 2.325e-02, eta: 1 day, 13:02:08, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7520, loss_cls: 2.1031, loss: 2.1031, grad_norm: 3.5183 2021-07-13 03:47:20,495 - mmaction - INFO - Epoch [175][1220/1879] lr: 2.325e-02, eta: 1 day, 13:01:49, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7469, loss_cls: 2.1251, loss: 2.1251, grad_norm: 3.5763 2021-07-13 03:47:37,419 - mmaction - INFO - Epoch [175][1240/1879] lr: 2.325e-02, eta: 1 day, 13:01:30, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7516, loss_cls: 2.0621, loss: 2.0621, grad_norm: 3.4559 2021-07-13 03:47:54,411 - mmaction - INFO - Epoch [175][1260/1879] lr: 2.325e-02, eta: 1 day, 13:01:12, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5262, top5_acc: 0.7496, loss_cls: 2.1066, loss: 2.1066, grad_norm: 3.5103 2021-07-13 03:48:11,379 - mmaction - INFO - Epoch [175][1280/1879] lr: 2.325e-02, eta: 1 day, 13:00:54, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7457, loss_cls: 2.0579, loss: 2.0579, grad_norm: 3.4605 2021-07-13 03:48:28,002 - mmaction - INFO - Epoch [175][1300/1879] lr: 2.325e-02, eta: 1 day, 13:00:34, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7355, loss_cls: 2.1811, loss: 2.1811, grad_norm: 3.5772 2021-07-13 03:48:45,267 - mmaction - INFO - Epoch [175][1320/1879] lr: 2.325e-02, eta: 1 day, 13:00:16, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7348, loss_cls: 2.1345, loss: 2.1345, grad_norm: 3.4624 2021-07-13 03:49:02,241 - mmaction - INFO - Epoch [175][1340/1879] lr: 2.325e-02, eta: 1 day, 12:59:58, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7512, loss_cls: 2.1038, loss: 2.1038, grad_norm: 3.5587 2021-07-13 03:49:19,469 - mmaction - INFO - Epoch [175][1360/1879] lr: 2.325e-02, eta: 1 day, 12:59:40, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7445, loss_cls: 2.1366, loss: 2.1366, grad_norm: 3.5564 2021-07-13 03:49:36,602 - mmaction - INFO - Epoch [175][1380/1879] lr: 2.325e-02, eta: 1 day, 12:59:22, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7477, loss_cls: 2.1088, loss: 2.1088, grad_norm: 3.5446 2021-07-13 03:49:53,191 - mmaction - INFO - Epoch [175][1400/1879] lr: 2.325e-02, eta: 1 day, 12:59:03, time: 0.829, data_time: 0.007, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7379, loss_cls: 2.1512, loss: 2.1512, grad_norm: 3.5640 2021-07-13 03:50:10,137 - mmaction - INFO - Epoch [175][1420/1879] lr: 2.325e-02, eta: 1 day, 12:58:45, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7492, loss_cls: 2.1311, loss: 2.1311, grad_norm: 3.5870 2021-07-13 03:50:26,995 - mmaction - INFO - Epoch [175][1440/1879] lr: 2.325e-02, eta: 1 day, 12:58:26, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7379, loss_cls: 2.1852, loss: 2.1852, grad_norm: 3.4748 2021-07-13 03:50:44,055 - mmaction - INFO - Epoch [175][1460/1879] lr: 2.325e-02, eta: 1 day, 12:58:08, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7348, loss_cls: 2.1181, loss: 2.1181, grad_norm: 3.5348 2021-07-13 03:51:00,737 - mmaction - INFO - Epoch [175][1480/1879] lr: 2.325e-02, eta: 1 day, 12:57:48, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7531, loss_cls: 2.0382, loss: 2.0382, grad_norm: 3.4148 2021-07-13 03:51:17,690 - mmaction - INFO - Epoch [175][1500/1879] lr: 2.325e-02, eta: 1 day, 12:57:30, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7488, loss_cls: 2.0967, loss: 2.0967, grad_norm: 3.4950 2021-07-13 03:51:34,346 - mmaction - INFO - Epoch [175][1520/1879] lr: 2.325e-02, eta: 1 day, 12:57:11, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7453, loss_cls: 2.0868, loss: 2.0868, grad_norm: 3.4785 2021-07-13 03:51:51,478 - mmaction - INFO - Epoch [175][1540/1879] lr: 2.325e-02, eta: 1 day, 12:56:53, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5016, top5_acc: 0.7309, loss_cls: 2.1924, loss: 2.1924, grad_norm: 3.6094 2021-07-13 03:52:08,397 - mmaction - INFO - Epoch [175][1560/1879] lr: 2.325e-02, eta: 1 day, 12:56:34, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7328, loss_cls: 2.1352, loss: 2.1352, grad_norm: 3.6043 2021-07-13 03:52:25,422 - mmaction - INFO - Epoch [175][1580/1879] lr: 2.325e-02, eta: 1 day, 12:56:16, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7496, loss_cls: 2.1052, loss: 2.1052, grad_norm: 3.5231 2021-07-13 03:52:42,315 - mmaction - INFO - Epoch [175][1600/1879] lr: 2.325e-02, eta: 1 day, 12:55:58, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7480, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.5271 2021-07-13 03:52:59,482 - mmaction - INFO - Epoch [175][1620/1879] lr: 2.325e-02, eta: 1 day, 12:55:39, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5172, top5_acc: 0.7344, loss_cls: 2.1288, loss: 2.1288, grad_norm: 3.5472 2021-07-13 03:53:16,560 - mmaction - INFO - Epoch [175][1640/1879] lr: 2.325e-02, eta: 1 day, 12:55:21, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7383, loss_cls: 2.1174, loss: 2.1174, grad_norm: 3.5011 2021-07-13 03:53:33,718 - mmaction - INFO - Epoch [175][1660/1879] lr: 2.325e-02, eta: 1 day, 12:55:03, time: 0.855, data_time: 0.010, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7344, loss_cls: 2.1705, loss: 2.1705, grad_norm: 3.5666 2021-07-13 03:53:50,675 - mmaction - INFO - Epoch [175][1680/1879] lr: 2.325e-02, eta: 1 day, 12:54:45, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7402, loss_cls: 2.0935, loss: 2.0935, grad_norm: 3.4928 2021-07-13 03:54:07,717 - mmaction - INFO - Epoch [175][1700/1879] lr: 2.325e-02, eta: 1 day, 12:54:27, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7398, loss_cls: 2.1526, loss: 2.1526, grad_norm: 3.4540 2021-07-13 03:54:24,603 - mmaction - INFO - Epoch [175][1720/1879] lr: 2.325e-02, eta: 1 day, 12:54:08, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.4883, top5_acc: 0.7234, loss_cls: 2.2498, loss: 2.2498, grad_norm: 3.5954 2021-07-13 03:54:41,652 - mmaction - INFO - Epoch [175][1740/1879] lr: 2.325e-02, eta: 1 day, 12:53:50, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7305, loss_cls: 2.1657, loss: 2.1657, grad_norm: 3.5152 2021-07-13 03:54:58,591 - mmaction - INFO - Epoch [175][1760/1879] lr: 2.325e-02, eta: 1 day, 12:53:31, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7293, loss_cls: 2.1561, loss: 2.1561, grad_norm: 3.4463 2021-07-13 03:55:15,618 - mmaction - INFO - Epoch [175][1780/1879] lr: 2.325e-02, eta: 1 day, 12:53:13, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7445, loss_cls: 2.0810, loss: 2.0810, grad_norm: 3.4859 2021-07-13 03:55:32,624 - mmaction - INFO - Epoch [175][1800/1879] lr: 2.325e-02, eta: 1 day, 12:52:55, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7383, loss_cls: 2.1428, loss: 2.1428, grad_norm: 3.5012 2021-07-13 03:55:49,748 - mmaction - INFO - Epoch [175][1820/1879] lr: 2.325e-02, eta: 1 day, 12:52:37, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7305, loss_cls: 2.1986, loss: 2.1986, grad_norm: 3.5883 2021-07-13 03:56:06,561 - mmaction - INFO - Epoch [175][1840/1879] lr: 2.325e-02, eta: 1 day, 12:52:18, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.4898, top5_acc: 0.7273, loss_cls: 2.1852, loss: 2.1852, grad_norm: 3.5237 2021-07-13 03:56:23,683 - mmaction - INFO - Epoch [175][1860/1879] lr: 2.325e-02, eta: 1 day, 12:52:00, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7363, loss_cls: 2.1716, loss: 2.1716, grad_norm: 3.4711 2021-07-13 03:59:25,818 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-13 03:59:26,569 - mmaction - INFO - top1_acc 0.5770 top5_acc 0.8163 2021-07-13 03:59:26,569 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-13 03:59:26,655 - mmaction - INFO - mean_acc 0.5768 2021-07-13 03:59:27,468 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_175.pth. 2021-07-13 03:59:27,469 - mmaction - INFO - Best top1_acc is 0.5770 at 175 epoch. 2021-07-13 03:59:27,477 - mmaction - INFO - Epoch(val) [175][155] top1_acc: 0.5770, top5_acc: 0.8163, mean_class_accuracy: 0.5768 2021-07-13 04:00:19,774 - mmaction - INFO - Epoch [176][20/1879] lr: 2.273e-02, eta: 1 day, 12:52:04, time: 2.613, data_time: 1.520, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7500, loss_cls: 2.0791, loss: 2.0791, grad_norm: 3.4243 2021-07-13 04:00:36,253 - mmaction - INFO - Epoch [176][40/1879] lr: 2.273e-02, eta: 1 day, 12:51:44, time: 0.824, data_time: 0.005, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7445, loss_cls: 2.1233, loss: 2.1233, grad_norm: 3.5119 2021-07-13 04:00:52,830 - mmaction - INFO - Epoch [176][60/1879] lr: 2.273e-02, eta: 1 day, 12:51:25, time: 0.828, data_time: 0.002, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7574, loss_cls: 2.0997, loss: 2.0997, grad_norm: 3.4285 2021-07-13 04:01:09,416 - mmaction - INFO - Epoch [176][80/1879] lr: 2.273e-02, eta: 1 day, 12:51:06, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7414, loss_cls: 2.1580, loss: 2.1580, grad_norm: 3.5009 2021-07-13 04:01:26,488 - mmaction - INFO - Epoch [176][100/1879] lr: 2.273e-02, eta: 1 day, 12:50:47, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7492, loss_cls: 2.1010, loss: 2.1010, grad_norm: 3.5754 2021-07-13 04:01:43,487 - mmaction - INFO - Epoch [176][120/1879] lr: 2.273e-02, eta: 1 day, 12:50:29, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7484, loss_cls: 2.0635, loss: 2.0635, grad_norm: 3.5577 2021-07-13 04:02:00,316 - mmaction - INFO - Epoch [176][140/1879] lr: 2.273e-02, eta: 1 day, 12:50:10, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5355, top5_acc: 0.7473, loss_cls: 2.0538, loss: 2.0538, grad_norm: 3.5186 2021-07-13 04:02:17,022 - mmaction - INFO - Epoch [176][160/1879] lr: 2.273e-02, eta: 1 day, 12:49:51, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7430, loss_cls: 2.1193, loss: 2.1193, grad_norm: 3.5179 2021-07-13 04:02:34,044 - mmaction - INFO - Epoch [176][180/1879] lr: 2.273e-02, eta: 1 day, 12:49:33, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7473, loss_cls: 2.1260, loss: 2.1260, grad_norm: 3.5342 2021-07-13 04:02:50,949 - mmaction - INFO - Epoch [176][200/1879] lr: 2.273e-02, eta: 1 day, 12:49:15, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7320, loss_cls: 2.1410, loss: 2.1410, grad_norm: 3.5284 2021-07-13 04:03:07,800 - mmaction - INFO - Epoch [176][220/1879] lr: 2.273e-02, eta: 1 day, 12:48:56, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7383, loss_cls: 2.1632, loss: 2.1632, grad_norm: 3.5168 2021-07-13 04:03:24,606 - mmaction - INFO - Epoch [176][240/1879] lr: 2.273e-02, eta: 1 day, 12:48:37, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7520, loss_cls: 2.0846, loss: 2.0846, grad_norm: 3.4480 2021-07-13 04:03:41,532 - mmaction - INFO - Epoch [176][260/1879] lr: 2.273e-02, eta: 1 day, 12:48:19, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7445, loss_cls: 2.0938, loss: 2.0938, grad_norm: 3.4720 2021-07-13 04:03:58,383 - mmaction - INFO - Epoch [176][280/1879] lr: 2.273e-02, eta: 1 day, 12:48:00, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7422, loss_cls: 2.1228, loss: 2.1228, grad_norm: 3.4733 2021-07-13 04:04:15,443 - mmaction - INFO - Epoch [176][300/1879] lr: 2.273e-02, eta: 1 day, 12:47:42, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5066, top5_acc: 0.7438, loss_cls: 2.1181, loss: 2.1181, grad_norm: 3.5778 2021-07-13 04:04:32,517 - mmaction - INFO - Epoch [176][320/1879] lr: 2.273e-02, eta: 1 day, 12:47:24, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5344, top5_acc: 0.7492, loss_cls: 2.0373, loss: 2.0373, grad_norm: 3.4834 2021-07-13 04:04:49,635 - mmaction - INFO - Epoch [176][340/1879] lr: 2.273e-02, eta: 1 day, 12:47:05, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7504, loss_cls: 2.1113, loss: 2.1113, grad_norm: 3.5757 2021-07-13 04:05:06,828 - mmaction - INFO - Epoch [176][360/1879] lr: 2.273e-02, eta: 1 day, 12:46:47, time: 0.859, data_time: 0.002, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7445, loss_cls: 2.1257, loss: 2.1257, grad_norm: 3.5975 2021-07-13 04:05:23,328 - mmaction - INFO - Epoch [176][380/1879] lr: 2.273e-02, eta: 1 day, 12:46:28, time: 0.827, data_time: 0.003, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7406, loss_cls: 2.1931, loss: 2.1931, grad_norm: 3.5978 2021-07-13 04:05:40,409 - mmaction - INFO - Epoch [176][400/1879] lr: 2.273e-02, eta: 1 day, 12:46:10, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7375, loss_cls: 2.1529, loss: 2.1529, grad_norm: 3.5448 2021-07-13 04:05:57,333 - mmaction - INFO - Epoch [176][420/1879] lr: 2.273e-02, eta: 1 day, 12:45:51, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7414, loss_cls: 2.1103, loss: 2.1103, grad_norm: 3.4986 2021-07-13 04:06:14,168 - mmaction - INFO - Epoch [176][440/1879] lr: 2.273e-02, eta: 1 day, 12:45:33, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7480, loss_cls: 2.0716, loss: 2.0716, grad_norm: 3.5615 2021-07-13 04:06:31,119 - mmaction - INFO - Epoch [176][460/1879] lr: 2.273e-02, eta: 1 day, 12:45:14, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7594, loss_cls: 2.0361, loss: 2.0361, grad_norm: 3.4916 2021-07-13 04:06:47,689 - mmaction - INFO - Epoch [176][480/1879] lr: 2.273e-02, eta: 1 day, 12:44:55, time: 0.828, data_time: 0.001, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7359, loss_cls: 2.1822, loss: 2.1822, grad_norm: 3.5661 2021-07-13 04:07:04,772 - mmaction - INFO - Epoch [176][500/1879] lr: 2.273e-02, eta: 1 day, 12:44:37, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7531, loss_cls: 2.0375, loss: 2.0375, grad_norm: 3.5102 2021-07-13 04:07:21,819 - mmaction - INFO - Epoch [176][520/1879] lr: 2.273e-02, eta: 1 day, 12:44:19, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7426, loss_cls: 2.1019, loss: 2.1019, grad_norm: 3.5540 2021-07-13 04:07:38,641 - mmaction - INFO - Epoch [176][540/1879] lr: 2.273e-02, eta: 1 day, 12:44:00, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7516, loss_cls: 2.0838, loss: 2.0838, grad_norm: 3.5667 2021-07-13 04:07:55,309 - mmaction - INFO - Epoch [176][560/1879] lr: 2.273e-02, eta: 1 day, 12:43:41, time: 0.836, data_time: 0.006, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7477, loss_cls: 2.1085, loss: 2.1085, grad_norm: 3.5968 2021-07-13 04:08:12,364 - mmaction - INFO - Epoch [176][580/1879] lr: 2.273e-02, eta: 1 day, 12:43:23, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7348, loss_cls: 2.1589, loss: 2.1589, grad_norm: 3.5431 2021-07-13 04:08:29,181 - mmaction - INFO - Epoch [176][600/1879] lr: 2.273e-02, eta: 1 day, 12:43:04, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7387, loss_cls: 2.1295, loss: 2.1295, grad_norm: 3.5315 2021-07-13 04:08:46,254 - mmaction - INFO - Epoch [176][620/1879] lr: 2.273e-02, eta: 1 day, 12:42:46, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7590, loss_cls: 2.0758, loss: 2.0758, grad_norm: 3.5346 2021-07-13 04:09:03,453 - mmaction - INFO - Epoch [176][640/1879] lr: 2.273e-02, eta: 1 day, 12:42:28, time: 0.858, data_time: 0.001, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7398, loss_cls: 2.1278, loss: 2.1278, grad_norm: 3.5412 2021-07-13 04:09:20,556 - mmaction - INFO - Epoch [176][660/1879] lr: 2.273e-02, eta: 1 day, 12:42:10, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7641, loss_cls: 2.0292, loss: 2.0292, grad_norm: 3.5968 2021-07-13 04:09:36,950 - mmaction - INFO - Epoch [176][680/1879] lr: 2.273e-02, eta: 1 day, 12:41:50, time: 0.823, data_time: 0.006, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7406, loss_cls: 2.1168, loss: 2.1168, grad_norm: 3.5963 2021-07-13 04:09:53,996 - mmaction - INFO - Epoch [176][700/1879] lr: 2.273e-02, eta: 1 day, 12:41:32, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7383, loss_cls: 2.1391, loss: 2.1391, grad_norm: 3.5246 2021-07-13 04:10:11,029 - mmaction - INFO - Epoch [176][720/1879] lr: 2.273e-02, eta: 1 day, 12:41:14, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7383, loss_cls: 2.1457, loss: 2.1457, grad_norm: 3.4983 2021-07-13 04:10:28,161 - mmaction - INFO - Epoch [176][740/1879] lr: 2.273e-02, eta: 1 day, 12:40:56, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7395, loss_cls: 2.1580, loss: 2.1580, grad_norm: 3.5127 2021-07-13 04:10:45,081 - mmaction - INFO - Epoch [176][760/1879] lr: 2.273e-02, eta: 1 day, 12:40:37, time: 0.846, data_time: 0.007, memory: 6454, top1_acc: 0.5262, top5_acc: 0.7523, loss_cls: 2.0853, loss: 2.0853, grad_norm: 3.5823 2021-07-13 04:11:01,643 - mmaction - INFO - Epoch [176][780/1879] lr: 2.273e-02, eta: 1 day, 12:40:18, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7297, loss_cls: 2.1757, loss: 2.1757, grad_norm: 3.5837 2021-07-13 04:11:18,113 - mmaction - INFO - Epoch [176][800/1879] lr: 2.273e-02, eta: 1 day, 12:39:58, time: 0.823, data_time: 0.001, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7406, loss_cls: 2.1590, loss: 2.1590, grad_norm: 3.4853 2021-07-13 04:11:35,180 - mmaction - INFO - Epoch [176][820/1879] lr: 2.273e-02, eta: 1 day, 12:39:40, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7457, loss_cls: 2.1374, loss: 2.1374, grad_norm: 3.6078 2021-07-13 04:11:51,907 - mmaction - INFO - Epoch [176][840/1879] lr: 2.273e-02, eta: 1 day, 12:39:21, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7504, loss_cls: 2.1102, loss: 2.1102, grad_norm: 3.5815 2021-07-13 04:12:08,669 - mmaction - INFO - Epoch [176][860/1879] lr: 2.273e-02, eta: 1 day, 12:39:03, time: 0.837, data_time: 0.006, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7555, loss_cls: 2.0771, loss: 2.0771, grad_norm: 3.4647 2021-07-13 04:12:25,442 - mmaction - INFO - Epoch [176][880/1879] lr: 2.273e-02, eta: 1 day, 12:38:44, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7312, loss_cls: 2.1759, loss: 2.1759, grad_norm: 3.4822 2021-07-13 04:12:42,732 - mmaction - INFO - Epoch [176][900/1879] lr: 2.273e-02, eta: 1 day, 12:38:26, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7484, loss_cls: 2.1279, loss: 2.1279, grad_norm: 3.4701 2021-07-13 04:12:59,425 - mmaction - INFO - Epoch [176][920/1879] lr: 2.273e-02, eta: 1 day, 12:38:07, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.4863, top5_acc: 0.7359, loss_cls: 2.1750, loss: 2.1750, grad_norm: 3.5927 2021-07-13 04:13:16,464 - mmaction - INFO - Epoch [176][940/1879] lr: 2.273e-02, eta: 1 day, 12:37:49, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7285, loss_cls: 2.1884, loss: 2.1884, grad_norm: 3.5704 2021-07-13 04:13:33,116 - mmaction - INFO - Epoch [176][960/1879] lr: 2.273e-02, eta: 1 day, 12:37:30, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.5078, top5_acc: 0.7520, loss_cls: 2.1210, loss: 2.1210, grad_norm: 3.4871 2021-07-13 04:13:50,022 - mmaction - INFO - Epoch [176][980/1879] lr: 2.273e-02, eta: 1 day, 12:37:11, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7305, loss_cls: 2.1203, loss: 2.1203, grad_norm: 3.5083 2021-07-13 04:14:07,108 - mmaction - INFO - Epoch [176][1000/1879] lr: 2.273e-02, eta: 1 day, 12:36:53, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.4957, top5_acc: 0.7371, loss_cls: 2.1743, loss: 2.1743, grad_norm: 3.6204 2021-07-13 04:14:24,102 - mmaction - INFO - Epoch [176][1020/1879] lr: 2.273e-02, eta: 1 day, 12:36:35, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7297, loss_cls: 2.1450, loss: 2.1450, grad_norm: 3.5984 2021-07-13 04:14:41,097 - mmaction - INFO - Epoch [176][1040/1879] lr: 2.273e-02, eta: 1 day, 12:36:16, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7445, loss_cls: 2.0871, loss: 2.0871, grad_norm: 3.5717 2021-07-13 04:14:58,039 - mmaction - INFO - Epoch [176][1060/1879] lr: 2.273e-02, eta: 1 day, 12:35:58, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7594, loss_cls: 2.0396, loss: 2.0396, grad_norm: 3.4714 2021-07-13 04:15:15,110 - mmaction - INFO - Epoch [176][1080/1879] lr: 2.273e-02, eta: 1 day, 12:35:40, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5164, top5_acc: 0.7344, loss_cls: 2.1325, loss: 2.1325, grad_norm: 3.4617 2021-07-13 04:15:32,074 - mmaction - INFO - Epoch [176][1100/1879] lr: 2.273e-02, eta: 1 day, 12:35:21, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7332, loss_cls: 2.1899, loss: 2.1899, grad_norm: 3.5660 2021-07-13 04:15:49,117 - mmaction - INFO - Epoch [176][1120/1879] lr: 2.273e-02, eta: 1 day, 12:35:03, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7461, loss_cls: 2.1205, loss: 2.1205, grad_norm: 3.5115 2021-07-13 04:16:05,878 - mmaction - INFO - Epoch [176][1140/1879] lr: 2.273e-02, eta: 1 day, 12:34:44, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7594, loss_cls: 2.0653, loss: 2.0653, grad_norm: 3.4960 2021-07-13 04:16:22,892 - mmaction - INFO - Epoch [176][1160/1879] lr: 2.273e-02, eta: 1 day, 12:34:26, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7242, loss_cls: 2.1628, loss: 2.1628, grad_norm: 3.5505 2021-07-13 04:16:39,853 - mmaction - INFO - Epoch [176][1180/1879] lr: 2.273e-02, eta: 1 day, 12:34:08, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7488, loss_cls: 2.1723, loss: 2.1723, grad_norm: 3.6030 2021-07-13 04:16:56,851 - mmaction - INFO - Epoch [176][1200/1879] lr: 2.273e-02, eta: 1 day, 12:33:49, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7293, loss_cls: 2.2034, loss: 2.2034, grad_norm: 3.5795 2021-07-13 04:17:13,628 - mmaction - INFO - Epoch [176][1220/1879] lr: 2.273e-02, eta: 1 day, 12:33:31, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7344, loss_cls: 2.1391, loss: 2.1391, grad_norm: 3.5011 2021-07-13 04:17:30,760 - mmaction - INFO - Epoch [176][1240/1879] lr: 2.273e-02, eta: 1 day, 12:33:13, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7574, loss_cls: 2.0165, loss: 2.0165, grad_norm: 3.4156 2021-07-13 04:17:47,584 - mmaction - INFO - Epoch [176][1260/1879] lr: 2.273e-02, eta: 1 day, 12:32:54, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7473, loss_cls: 2.1455, loss: 2.1455, grad_norm: 3.4980 2021-07-13 04:18:04,645 - mmaction - INFO - Epoch [176][1280/1879] lr: 2.273e-02, eta: 1 day, 12:32:36, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7367, loss_cls: 2.1634, loss: 2.1634, grad_norm: 3.5104 2021-07-13 04:18:21,502 - mmaction - INFO - Epoch [176][1300/1879] lr: 2.273e-02, eta: 1 day, 12:32:17, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5078, top5_acc: 0.7387, loss_cls: 2.1217, loss: 2.1217, grad_norm: 3.5555 2021-07-13 04:18:38,419 - mmaction - INFO - Epoch [176][1320/1879] lr: 2.273e-02, eta: 1 day, 12:31:59, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7406, loss_cls: 2.1311, loss: 2.1311, grad_norm: 3.5893 2021-07-13 04:18:55,541 - mmaction - INFO - Epoch [176][1340/1879] lr: 2.273e-02, eta: 1 day, 12:31:40, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5215, top5_acc: 0.7523, loss_cls: 2.0971, loss: 2.0971, grad_norm: 3.4731 2021-07-13 04:19:12,443 - mmaction - INFO - Epoch [176][1360/1879] lr: 2.273e-02, eta: 1 day, 12:31:22, time: 0.848, data_time: 0.007, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7445, loss_cls: 2.1568, loss: 2.1568, grad_norm: 3.5349 2021-07-13 04:19:29,186 - mmaction - INFO - Epoch [176][1380/1879] lr: 2.273e-02, eta: 1 day, 12:31:03, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.4832, top5_acc: 0.7230, loss_cls: 2.2569, loss: 2.2569, grad_norm: 3.6851 2021-07-13 04:19:45,820 - mmaction - INFO - Epoch [176][1400/1879] lr: 2.273e-02, eta: 1 day, 12:30:44, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.5301, top5_acc: 0.7605, loss_cls: 2.0354, loss: 2.0354, grad_norm: 3.4430 2021-07-13 04:20:02,390 - mmaction - INFO - Epoch [176][1420/1879] lr: 2.273e-02, eta: 1 day, 12:30:25, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.5066, top5_acc: 0.7383, loss_cls: 2.1540, loss: 2.1540, grad_norm: 3.5236 2021-07-13 04:20:18,924 - mmaction - INFO - Epoch [176][1440/1879] lr: 2.273e-02, eta: 1 day, 12:30:06, time: 0.825, data_time: 0.001, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7363, loss_cls: 2.1545, loss: 2.1545, grad_norm: 3.5137 2021-07-13 04:20:36,100 - mmaction - INFO - Epoch [176][1460/1879] lr: 2.273e-02, eta: 1 day, 12:29:48, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7461, loss_cls: 2.0985, loss: 2.0985, grad_norm: 3.4609 2021-07-13 04:20:52,935 - mmaction - INFO - Epoch [176][1480/1879] lr: 2.273e-02, eta: 1 day, 12:29:29, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7285, loss_cls: 2.1907, loss: 2.1907, grad_norm: 3.6398 2021-07-13 04:21:09,754 - mmaction - INFO - Epoch [176][1500/1879] lr: 2.273e-02, eta: 1 day, 12:29:10, time: 0.841, data_time: 0.007, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7465, loss_cls: 2.1036, loss: 2.1036, grad_norm: 3.5427 2021-07-13 04:21:26,471 - mmaction - INFO - Epoch [176][1520/1879] lr: 2.273e-02, eta: 1 day, 12:28:52, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.5164, top5_acc: 0.7590, loss_cls: 2.0538, loss: 2.0538, grad_norm: 3.4858 2021-07-13 04:21:43,174 - mmaction - INFO - Epoch [176][1540/1879] lr: 2.273e-02, eta: 1 day, 12:28:33, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7383, loss_cls: 2.1586, loss: 2.1586, grad_norm: 3.6520 2021-07-13 04:21:59,866 - mmaction - INFO - Epoch [176][1560/1879] lr: 2.273e-02, eta: 1 day, 12:28:14, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7352, loss_cls: 2.1806, loss: 2.1806, grad_norm: 3.5447 2021-07-13 04:22:16,956 - mmaction - INFO - Epoch [176][1580/1879] lr: 2.273e-02, eta: 1 day, 12:27:56, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7445, loss_cls: 2.1531, loss: 2.1531, grad_norm: 3.4447 2021-07-13 04:22:33,935 - mmaction - INFO - Epoch [176][1600/1879] lr: 2.273e-02, eta: 1 day, 12:27:37, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7461, loss_cls: 2.1314, loss: 2.1314, grad_norm: 3.4946 2021-07-13 04:22:50,946 - mmaction - INFO - Epoch [176][1620/1879] lr: 2.273e-02, eta: 1 day, 12:27:19, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7473, loss_cls: 2.1275, loss: 2.1275, grad_norm: 3.5102 2021-07-13 04:23:08,128 - mmaction - INFO - Epoch [176][1640/1879] lr: 2.273e-02, eta: 1 day, 12:27:01, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7617, loss_cls: 2.0794, loss: 2.0794, grad_norm: 3.5551 2021-07-13 04:23:25,101 - mmaction - INFO - Epoch [176][1660/1879] lr: 2.273e-02, eta: 1 day, 12:26:43, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7484, loss_cls: 2.0877, loss: 2.0877, grad_norm: 3.5600 2021-07-13 04:23:42,038 - mmaction - INFO - Epoch [176][1680/1879] lr: 2.273e-02, eta: 1 day, 12:26:24, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7504, loss_cls: 2.1035, loss: 2.1035, grad_norm: 3.5496 2021-07-13 04:23:58,987 - mmaction - INFO - Epoch [176][1700/1879] lr: 2.273e-02, eta: 1 day, 12:26:06, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7395, loss_cls: 2.1243, loss: 2.1243, grad_norm: 3.5002 2021-07-13 04:24:15,964 - mmaction - INFO - Epoch [176][1720/1879] lr: 2.273e-02, eta: 1 day, 12:25:48, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5355, top5_acc: 0.7562, loss_cls: 2.0667, loss: 2.0667, grad_norm: 3.4768 2021-07-13 04:24:33,082 - mmaction - INFO - Epoch [176][1740/1879] lr: 2.273e-02, eta: 1 day, 12:25:30, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7492, loss_cls: 2.0875, loss: 2.0875, grad_norm: 3.4885 2021-07-13 04:24:49,976 - mmaction - INFO - Epoch [176][1760/1879] lr: 2.273e-02, eta: 1 day, 12:25:11, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7348, loss_cls: 2.0939, loss: 2.0939, grad_norm: 3.4918 2021-07-13 04:25:06,983 - mmaction - INFO - Epoch [176][1780/1879] lr: 2.273e-02, eta: 1 day, 12:24:53, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7418, loss_cls: 2.1137, loss: 2.1137, grad_norm: 3.5506 2021-07-13 04:25:24,068 - mmaction - INFO - Epoch [176][1800/1879] lr: 2.273e-02, eta: 1 day, 12:24:35, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7301, loss_cls: 2.1432, loss: 2.1432, grad_norm: 3.5303 2021-07-13 04:25:40,892 - mmaction - INFO - Epoch [176][1820/1879] lr: 2.273e-02, eta: 1 day, 12:24:16, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7535, loss_cls: 2.0778, loss: 2.0778, grad_norm: 3.5391 2021-07-13 04:25:57,594 - mmaction - INFO - Epoch [176][1840/1879] lr: 2.273e-02, eta: 1 day, 12:23:57, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7477, loss_cls: 2.0856, loss: 2.0856, grad_norm: 3.4937 2021-07-13 04:26:14,503 - mmaction - INFO - Epoch [176][1860/1879] lr: 2.273e-02, eta: 1 day, 12:23:39, time: 0.845, data_time: 0.010, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7488, loss_cls: 2.0724, loss: 2.0724, grad_norm: 3.4850 2021-07-13 04:26:31,650 - mmaction - INFO - Saving checkpoint at 176 epochs 2021-07-13 04:27:48,389 - mmaction - INFO - Epoch [177][20/1879] lr: 2.222e-02, eta: 1 day, 12:24:29, time: 3.803, data_time: 2.962, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7555, loss_cls: 2.0619, loss: 2.0619, grad_norm: 3.5410 2021-07-13 04:28:04,907 - mmaction - INFO - Epoch [177][40/1879] lr: 2.222e-02, eta: 1 day, 12:24:09, time: 0.824, data_time: 0.004, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7398, loss_cls: 2.1480, loss: 2.1480, grad_norm: 3.5889 2021-07-13 04:28:21,281 - mmaction - INFO - Epoch [177][60/1879] lr: 2.222e-02, eta: 1 day, 12:23:50, time: 0.818, data_time: 0.006, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7609, loss_cls: 2.0501, loss: 2.0501, grad_norm: 3.5496 2021-07-13 04:28:37,803 - mmaction - INFO - Epoch [177][80/1879] lr: 2.222e-02, eta: 1 day, 12:23:31, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.0895, loss: 2.0895, grad_norm: 3.5545 2021-07-13 04:28:54,508 - mmaction - INFO - Epoch [177][100/1879] lr: 2.222e-02, eta: 1 day, 12:23:12, time: 0.834, data_time: 0.007, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7574, loss_cls: 2.0351, loss: 2.0351, grad_norm: 3.4665 2021-07-13 04:29:11,238 - mmaction - INFO - Epoch [177][120/1879] lr: 2.222e-02, eta: 1 day, 12:22:53, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7453, loss_cls: 2.1302, loss: 2.1302, grad_norm: 3.6728 2021-07-13 04:29:28,103 - mmaction - INFO - Epoch [177][140/1879] lr: 2.222e-02, eta: 1 day, 12:22:34, time: 0.842, data_time: 0.007, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7430, loss_cls: 2.1285, loss: 2.1285, grad_norm: 3.5905 2021-07-13 04:29:44,676 - mmaction - INFO - Epoch [177][160/1879] lr: 2.222e-02, eta: 1 day, 12:22:15, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7465, loss_cls: 2.0853, loss: 2.0853, grad_norm: 3.5453 2021-07-13 04:30:01,681 - mmaction - INFO - Epoch [177][180/1879] lr: 2.222e-02, eta: 1 day, 12:21:57, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7523, loss_cls: 2.0211, loss: 2.0211, grad_norm: 3.5920 2021-07-13 04:30:18,811 - mmaction - INFO - Epoch [177][200/1879] lr: 2.222e-02, eta: 1 day, 12:21:39, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7379, loss_cls: 2.1267, loss: 2.1267, grad_norm: 3.5937 2021-07-13 04:30:35,808 - mmaction - INFO - Epoch [177][220/1879] lr: 2.222e-02, eta: 1 day, 12:21:20, time: 0.850, data_time: 0.007, memory: 6454, top1_acc: 0.4926, top5_acc: 0.7277, loss_cls: 2.2100, loss: 2.2100, grad_norm: 3.5760 2021-07-13 04:30:52,728 - mmaction - INFO - Epoch [177][240/1879] lr: 2.222e-02, eta: 1 day, 12:21:02, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7430, loss_cls: 2.1181, loss: 2.1181, grad_norm: 3.4632 2021-07-13 04:31:09,600 - mmaction - INFO - Epoch [177][260/1879] lr: 2.222e-02, eta: 1 day, 12:20:43, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7594, loss_cls: 2.0249, loss: 2.0249, grad_norm: 3.5090 2021-07-13 04:31:26,130 - mmaction - INFO - Epoch [177][280/1879] lr: 2.222e-02, eta: 1 day, 12:20:24, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7566, loss_cls: 2.0524, loss: 2.0524, grad_norm: 3.5603 2021-07-13 04:31:42,906 - mmaction - INFO - Epoch [177][300/1879] lr: 2.222e-02, eta: 1 day, 12:20:05, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7527, loss_cls: 2.1287, loss: 2.1287, grad_norm: 3.6176 2021-07-13 04:31:59,535 - mmaction - INFO - Epoch [177][320/1879] lr: 2.222e-02, eta: 1 day, 12:19:46, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.5172, top5_acc: 0.7461, loss_cls: 2.1500, loss: 2.1500, grad_norm: 3.6252 2021-07-13 04:32:16,493 - mmaction - INFO - Epoch [177][340/1879] lr: 2.222e-02, eta: 1 day, 12:19:28, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5363, top5_acc: 0.7582, loss_cls: 2.0171, loss: 2.0171, grad_norm: 3.5182 2021-07-13 04:32:33,372 - mmaction - INFO - Epoch [177][360/1879] lr: 2.222e-02, eta: 1 day, 12:19:09, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7473, loss_cls: 2.0889, loss: 2.0889, grad_norm: 3.5242 2021-07-13 04:32:50,222 - mmaction - INFO - Epoch [177][380/1879] lr: 2.222e-02, eta: 1 day, 12:18:51, time: 0.842, data_time: 0.007, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7527, loss_cls: 2.0393, loss: 2.0393, grad_norm: 3.5577 2021-07-13 04:33:07,002 - mmaction - INFO - Epoch [177][400/1879] lr: 2.222e-02, eta: 1 day, 12:18:32, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7680, loss_cls: 2.0047, loss: 2.0047, grad_norm: 3.4860 2021-07-13 04:33:24,049 - mmaction - INFO - Epoch [177][420/1879] lr: 2.222e-02, eta: 1 day, 12:18:14, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5172, top5_acc: 0.7504, loss_cls: 2.0741, loss: 2.0741, grad_norm: 3.5271 2021-07-13 04:33:40,909 - mmaction - INFO - Epoch [177][440/1879] lr: 2.222e-02, eta: 1 day, 12:17:55, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7551, loss_cls: 2.0716, loss: 2.0716, grad_norm: 3.6001 2021-07-13 04:33:57,606 - mmaction - INFO - Epoch [177][460/1879] lr: 2.222e-02, eta: 1 day, 12:17:36, time: 0.836, data_time: 0.007, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7391, loss_cls: 2.1610, loss: 2.1610, grad_norm: 3.6297 2021-07-13 04:34:14,525 - mmaction - INFO - Epoch [177][480/1879] lr: 2.222e-02, eta: 1 day, 12:17:18, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7559, loss_cls: 2.0431, loss: 2.0431, grad_norm: 3.4811 2021-07-13 04:34:31,598 - mmaction - INFO - Epoch [177][500/1879] lr: 2.222e-02, eta: 1 day, 12:17:00, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7523, loss_cls: 2.0670, loss: 2.0670, grad_norm: 3.5440 2021-07-13 04:34:48,604 - mmaction - INFO - Epoch [177][520/1879] lr: 2.222e-02, eta: 1 day, 12:16:41, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7508, loss_cls: 2.1176, loss: 2.1176, grad_norm: 3.6004 2021-07-13 04:35:05,432 - mmaction - INFO - Epoch [177][540/1879] lr: 2.222e-02, eta: 1 day, 12:16:23, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7438, loss_cls: 2.1402, loss: 2.1402, grad_norm: 3.6899 2021-07-13 04:35:21,989 - mmaction - INFO - Epoch [177][560/1879] lr: 2.222e-02, eta: 1 day, 12:16:04, time: 0.827, data_time: 0.001, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7441, loss_cls: 2.1116, loss: 2.1116, grad_norm: 3.6440 2021-07-13 04:35:38,952 - mmaction - INFO - Epoch [177][580/1879] lr: 2.222e-02, eta: 1 day, 12:15:45, time: 0.847, data_time: 0.008, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7438, loss_cls: 2.1195, loss: 2.1195, grad_norm: 3.5470 2021-07-13 04:35:55,922 - mmaction - INFO - Epoch [177][600/1879] lr: 2.222e-02, eta: 1 day, 12:15:27, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7395, loss_cls: 2.1639, loss: 2.1639, grad_norm: 3.6483 2021-07-13 04:36:12,947 - mmaction - INFO - Epoch [177][620/1879] lr: 2.222e-02, eta: 1 day, 12:15:09, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7406, loss_cls: 2.1373, loss: 2.1373, grad_norm: 3.5266 2021-07-13 04:36:30,111 - mmaction - INFO - Epoch [177][640/1879] lr: 2.222e-02, eta: 1 day, 12:14:51, time: 0.859, data_time: 0.002, memory: 6454, top1_acc: 0.5117, top5_acc: 0.7410, loss_cls: 2.1434, loss: 2.1434, grad_norm: 3.5688 2021-07-13 04:36:47,016 - mmaction - INFO - Epoch [177][660/1879] lr: 2.222e-02, eta: 1 day, 12:14:32, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.4934, top5_acc: 0.7316, loss_cls: 2.1864, loss: 2.1864, grad_norm: 3.6221 2021-07-13 04:37:03,754 - mmaction - INFO - Epoch [177][680/1879] lr: 2.222e-02, eta: 1 day, 12:14:13, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7645, loss_cls: 2.0323, loss: 2.0323, grad_norm: 3.4490 2021-07-13 04:37:20,783 - mmaction - INFO - Epoch [177][700/1879] lr: 2.222e-02, eta: 1 day, 12:13:55, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7465, loss_cls: 2.1094, loss: 2.1094, grad_norm: 3.6195 2021-07-13 04:37:37,669 - mmaction - INFO - Epoch [177][720/1879] lr: 2.222e-02, eta: 1 day, 12:13:37, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5320, top5_acc: 0.7434, loss_cls: 2.1017, loss: 2.1017, grad_norm: 3.4783 2021-07-13 04:37:54,378 - mmaction - INFO - Epoch [177][740/1879] lr: 2.222e-02, eta: 1 day, 12:13:18, time: 0.834, data_time: 0.007, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7492, loss_cls: 2.0777, loss: 2.0777, grad_norm: 3.4865 2021-07-13 04:38:11,240 - mmaction - INFO - Epoch [177][760/1879] lr: 2.222e-02, eta: 1 day, 12:12:59, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7363, loss_cls: 2.1329, loss: 2.1329, grad_norm: 3.5595 2021-07-13 04:38:28,323 - mmaction - INFO - Epoch [177][780/1879] lr: 2.222e-02, eta: 1 day, 12:12:41, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7449, loss_cls: 2.1211, loss: 2.1211, grad_norm: 3.5765 2021-07-13 04:38:45,309 - mmaction - INFO - Epoch [177][800/1879] lr: 2.222e-02, eta: 1 day, 12:12:23, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7422, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.5400 2021-07-13 04:39:02,081 - mmaction - INFO - Epoch [177][820/1879] lr: 2.222e-02, eta: 1 day, 12:12:04, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7520, loss_cls: 2.1197, loss: 2.1197, grad_norm: 3.5612 2021-07-13 04:39:19,121 - mmaction - INFO - Epoch [177][840/1879] lr: 2.222e-02, eta: 1 day, 12:11:46, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7391, loss_cls: 2.1392, loss: 2.1392, grad_norm: 3.5260 2021-07-13 04:39:36,150 - mmaction - INFO - Epoch [177][860/1879] lr: 2.222e-02, eta: 1 day, 12:11:27, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7527, loss_cls: 2.0561, loss: 2.0561, grad_norm: 3.5522 2021-07-13 04:39:52,865 - mmaction - INFO - Epoch [177][880/1879] lr: 2.222e-02, eta: 1 day, 12:11:09, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7426, loss_cls: 2.1136, loss: 2.1136, grad_norm: 3.6525 2021-07-13 04:40:09,695 - mmaction - INFO - Epoch [177][900/1879] lr: 2.222e-02, eta: 1 day, 12:10:50, time: 0.840, data_time: 0.007, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7348, loss_cls: 2.1684, loss: 2.1684, grad_norm: 3.6131 2021-07-13 04:40:26,472 - mmaction - INFO - Epoch [177][920/1879] lr: 2.222e-02, eta: 1 day, 12:10:31, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7508, loss_cls: 2.0624, loss: 2.0624, grad_norm: 3.4486 2021-07-13 04:40:43,136 - mmaction - INFO - Epoch [177][940/1879] lr: 2.222e-02, eta: 1 day, 12:10:12, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7422, loss_cls: 2.1118, loss: 2.1118, grad_norm: 3.5291 2021-07-13 04:41:00,029 - mmaction - INFO - Epoch [177][960/1879] lr: 2.222e-02, eta: 1 day, 12:09:54, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7441, loss_cls: 2.1445, loss: 2.1445, grad_norm: 3.5644 2021-07-13 04:41:16,904 - mmaction - INFO - Epoch [177][980/1879] lr: 2.222e-02, eta: 1 day, 12:09:35, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7441, loss_cls: 2.1015, loss: 2.1015, grad_norm: 3.5577 2021-07-13 04:41:33,960 - mmaction - INFO - Epoch [177][1000/1879] lr: 2.222e-02, eta: 1 day, 12:09:17, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7430, loss_cls: 2.1447, loss: 2.1447, grad_norm: 3.5193 2021-07-13 04:41:50,880 - mmaction - INFO - Epoch [177][1020/1879] lr: 2.222e-02, eta: 1 day, 12:08:59, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7520, loss_cls: 2.0796, loss: 2.0796, grad_norm: 3.4003 2021-07-13 04:42:08,042 - mmaction - INFO - Epoch [177][1040/1879] lr: 2.222e-02, eta: 1 day, 12:08:41, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7527, loss_cls: 2.0888, loss: 2.0888, grad_norm: 3.5500 2021-07-13 04:42:24,730 - mmaction - INFO - Epoch [177][1060/1879] lr: 2.222e-02, eta: 1 day, 12:08:22, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.5117, top5_acc: 0.7441, loss_cls: 2.1134, loss: 2.1134, grad_norm: 3.5441 2021-07-13 04:42:41,909 - mmaction - INFO - Epoch [177][1080/1879] lr: 2.222e-02, eta: 1 day, 12:08:04, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7477, loss_cls: 2.0905, loss: 2.0905, grad_norm: 3.5640 2021-07-13 04:42:58,499 - mmaction - INFO - Epoch [177][1100/1879] lr: 2.222e-02, eta: 1 day, 12:07:45, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7395, loss_cls: 2.1485, loss: 2.1485, grad_norm: 3.5818 2021-07-13 04:43:15,790 - mmaction - INFO - Epoch [177][1120/1879] lr: 2.222e-02, eta: 1 day, 12:07:27, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7555, loss_cls: 2.0955, loss: 2.0955, grad_norm: 3.5589 2021-07-13 04:43:32,698 - mmaction - INFO - Epoch [177][1140/1879] lr: 2.222e-02, eta: 1 day, 12:07:09, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7543, loss_cls: 2.1131, loss: 2.1131, grad_norm: 3.6067 2021-07-13 04:43:49,749 - mmaction - INFO - Epoch [177][1160/1879] lr: 2.222e-02, eta: 1 day, 12:06:51, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7438, loss_cls: 2.1037, loss: 2.1037, grad_norm: 3.5574 2021-07-13 04:44:06,670 - mmaction - INFO - Epoch [177][1180/1879] lr: 2.222e-02, eta: 1 day, 12:06:32, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7547, loss_cls: 2.0644, loss: 2.0644, grad_norm: 3.4920 2021-07-13 04:44:23,582 - mmaction - INFO - Epoch [177][1200/1879] lr: 2.222e-02, eta: 1 day, 12:06:14, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7441, loss_cls: 2.1063, loss: 2.1063, grad_norm: 3.5522 2021-07-13 04:44:40,652 - mmaction - INFO - Epoch [177][1220/1879] lr: 2.222e-02, eta: 1 day, 12:05:55, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.5164, top5_acc: 0.7367, loss_cls: 2.1147, loss: 2.1147, grad_norm: 3.5145 2021-07-13 04:44:57,511 - mmaction - INFO - Epoch [177][1240/1879] lr: 2.222e-02, eta: 1 day, 12:05:37, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5215, top5_acc: 0.7418, loss_cls: 2.1308, loss: 2.1308, grad_norm: 3.5458 2021-07-13 04:45:14,368 - mmaction - INFO - Epoch [177][1260/1879] lr: 2.222e-02, eta: 1 day, 12:05:18, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7375, loss_cls: 2.1617, loss: 2.1617, grad_norm: 3.6457 2021-07-13 04:45:31,294 - mmaction - INFO - Epoch [177][1280/1879] lr: 2.222e-02, eta: 1 day, 12:05:00, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5164, top5_acc: 0.7461, loss_cls: 2.1026, loss: 2.1026, grad_norm: 3.5182 2021-07-13 04:45:48,092 - mmaction - INFO - Epoch [177][1300/1879] lr: 2.222e-02, eta: 1 day, 12:04:41, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7359, loss_cls: 2.1510, loss: 2.1510, grad_norm: 3.5810 2021-07-13 04:46:05,231 - mmaction - INFO - Epoch [177][1320/1879] lr: 2.222e-02, eta: 1 day, 12:04:23, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7453, loss_cls: 2.0780, loss: 2.0780, grad_norm: 3.5130 2021-07-13 04:46:22,433 - mmaction - INFO - Epoch [177][1340/1879] lr: 2.222e-02, eta: 1 day, 12:04:05, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.4871, top5_acc: 0.7293, loss_cls: 2.1917, loss: 2.1917, grad_norm: 3.6128 2021-07-13 04:46:39,279 - mmaction - INFO - Epoch [177][1360/1879] lr: 2.222e-02, eta: 1 day, 12:03:47, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7488, loss_cls: 2.0741, loss: 2.0741, grad_norm: 3.4778 2021-07-13 04:46:56,398 - mmaction - INFO - Epoch [177][1380/1879] lr: 2.222e-02, eta: 1 day, 12:03:29, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7473, loss_cls: 2.0928, loss: 2.0928, grad_norm: 3.4854 2021-07-13 04:47:13,222 - mmaction - INFO - Epoch [177][1400/1879] lr: 2.222e-02, eta: 1 day, 12:03:10, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.5004, top5_acc: 0.7414, loss_cls: 2.1545, loss: 2.1545, grad_norm: 3.5284 2021-07-13 04:47:30,111 - mmaction - INFO - Epoch [177][1420/1879] lr: 2.222e-02, eta: 1 day, 12:02:52, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5141, top5_acc: 0.7395, loss_cls: 2.1026, loss: 2.1026, grad_norm: 3.5491 2021-07-13 04:47:47,087 - mmaction - INFO - Epoch [177][1440/1879] lr: 2.222e-02, eta: 1 day, 12:02:33, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7387, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.6266 2021-07-13 04:48:03,811 - mmaction - INFO - Epoch [177][1460/1879] lr: 2.222e-02, eta: 1 day, 12:02:15, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.4984, top5_acc: 0.7504, loss_cls: 2.1127, loss: 2.1127, grad_norm: 3.5994 2021-07-13 04:48:20,679 - mmaction - INFO - Epoch [177][1480/1879] lr: 2.222e-02, eta: 1 day, 12:01:56, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7531, loss_cls: 2.0966, loss: 2.0966, grad_norm: 3.5550 2021-07-13 04:48:37,636 - mmaction - INFO - Epoch [177][1500/1879] lr: 2.222e-02, eta: 1 day, 12:01:38, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7461, loss_cls: 2.1143, loss: 2.1143, grad_norm: 3.5819 2021-07-13 04:48:54,651 - mmaction - INFO - Epoch [177][1520/1879] lr: 2.222e-02, eta: 1 day, 12:01:19, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.4988, top5_acc: 0.7453, loss_cls: 2.1460, loss: 2.1460, grad_norm: 3.6119 2021-07-13 04:49:11,608 - mmaction - INFO - Epoch [177][1540/1879] lr: 2.222e-02, eta: 1 day, 12:01:01, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5078, top5_acc: 0.7395, loss_cls: 2.1305, loss: 2.1305, grad_norm: 3.6379 2021-07-13 04:49:28,568 - mmaction - INFO - Epoch [177][1560/1879] lr: 2.222e-02, eta: 1 day, 12:00:43, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7480, loss_cls: 2.0834, loss: 2.0834, grad_norm: 3.5843 2021-07-13 04:49:45,409 - mmaction - INFO - Epoch [177][1580/1879] lr: 2.222e-02, eta: 1 day, 12:00:24, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5070, top5_acc: 0.7301, loss_cls: 2.1781, loss: 2.1781, grad_norm: 3.5966 2021-07-13 04:50:02,155 - mmaction - INFO - Epoch [177][1600/1879] lr: 2.222e-02, eta: 1 day, 12:00:06, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7441, loss_cls: 2.1052, loss: 2.1052, grad_norm: 3.6002 2021-07-13 04:50:18,806 - mmaction - INFO - Epoch [177][1620/1879] lr: 2.222e-02, eta: 1 day, 11:59:47, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.4910, top5_acc: 0.7281, loss_cls: 2.2095, loss: 2.2095, grad_norm: 3.5400 2021-07-13 04:50:35,892 - mmaction - INFO - Epoch [177][1640/1879] lr: 2.222e-02, eta: 1 day, 11:59:28, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7316, loss_cls: 2.1729, loss: 2.1729, grad_norm: 3.5564 2021-07-13 04:50:52,450 - mmaction - INFO - Epoch [177][1660/1879] lr: 2.222e-02, eta: 1 day, 11:59:09, time: 0.830, data_time: 0.005, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7297, loss_cls: 2.2140, loss: 2.2140, grad_norm: 3.5203 2021-07-13 04:51:09,192 - mmaction - INFO - Epoch [177][1680/1879] lr: 2.222e-02, eta: 1 day, 11:58:51, time: 0.837, data_time: 0.006, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7305, loss_cls: 2.1892, loss: 2.1892, grad_norm: 3.5783 2021-07-13 04:51:26,358 - mmaction - INFO - Epoch [177][1700/1879] lr: 2.222e-02, eta: 1 day, 11:58:33, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7340, loss_cls: 2.2074, loss: 2.2074, grad_norm: 3.6029 2021-07-13 04:51:43,225 - mmaction - INFO - Epoch [177][1720/1879] lr: 2.222e-02, eta: 1 day, 11:58:14, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7602, loss_cls: 2.0469, loss: 2.0469, grad_norm: 3.5455 2021-07-13 04:52:00,180 - mmaction - INFO - Epoch [177][1740/1879] lr: 2.222e-02, eta: 1 day, 11:57:56, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5262, top5_acc: 0.7523, loss_cls: 2.0787, loss: 2.0787, grad_norm: 3.4761 2021-07-13 04:52:16,978 - mmaction - INFO - Epoch [177][1760/1879] lr: 2.222e-02, eta: 1 day, 11:57:37, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5359, top5_acc: 0.7535, loss_cls: 2.0592, loss: 2.0592, grad_norm: 3.5033 2021-07-13 04:52:33,725 - mmaction - INFO - Epoch [177][1780/1879] lr: 2.222e-02, eta: 1 day, 11:57:18, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7492, loss_cls: 2.0714, loss: 2.0714, grad_norm: 3.4924 2021-07-13 04:52:50,591 - mmaction - INFO - Epoch [177][1800/1879] lr: 2.222e-02, eta: 1 day, 11:57:00, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5035, top5_acc: 0.7473, loss_cls: 2.1240, loss: 2.1240, grad_norm: 3.6091 2021-07-13 04:53:07,773 - mmaction - INFO - Epoch [177][1820/1879] lr: 2.222e-02, eta: 1 day, 11:56:42, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5078, top5_acc: 0.7527, loss_cls: 2.1288, loss: 2.1288, grad_norm: 3.6122 2021-07-13 04:53:24,968 - mmaction - INFO - Epoch [177][1840/1879] lr: 2.222e-02, eta: 1 day, 11:56:24, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7582, loss_cls: 2.0658, loss: 2.0658, grad_norm: 3.5840 2021-07-13 04:53:41,967 - mmaction - INFO - Epoch [177][1860/1879] lr: 2.222e-02, eta: 1 day, 11:56:06, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7352, loss_cls: 2.1807, loss: 2.1807, grad_norm: 3.6108 2021-07-13 04:55:10,812 - mmaction - INFO - Epoch [178][20/1879] lr: 2.171e-02, eta: 1 day, 11:56:41, time: 3.498, data_time: 2.521, memory: 6454, top1_acc: 0.5117, top5_acc: 0.7496, loss_cls: 2.0924, loss: 2.0924, grad_norm: 3.6201 2021-07-13 04:55:27,393 - mmaction - INFO - Epoch [178][40/1879] lr: 2.171e-02, eta: 1 day, 11:56:22, time: 0.827, data_time: 0.002, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7438, loss_cls: 2.1477, loss: 2.1477, grad_norm: 3.5902 2021-07-13 04:55:44,012 - mmaction - INFO - Epoch [178][60/1879] lr: 2.171e-02, eta: 1 day, 11:56:03, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.5262, top5_acc: 0.7559, loss_cls: 2.0599, loss: 2.0599, grad_norm: 3.5425 2021-07-13 04:56:00,574 - mmaction - INFO - Epoch [178][80/1879] lr: 2.171e-02, eta: 1 day, 11:55:44, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7555, loss_cls: 2.0747, loss: 2.0747, grad_norm: 3.5586 2021-07-13 04:56:17,463 - mmaction - INFO - Epoch [178][100/1879] lr: 2.171e-02, eta: 1 day, 11:55:25, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5148, top5_acc: 0.7250, loss_cls: 2.1689, loss: 2.1689, grad_norm: 3.5516 2021-07-13 04:56:34,338 - mmaction - INFO - Epoch [178][120/1879] lr: 2.171e-02, eta: 1 day, 11:55:07, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7781, loss_cls: 1.9193, loss: 1.9193, grad_norm: 3.4957 2021-07-13 04:56:51,049 - mmaction - INFO - Epoch [178][140/1879] lr: 2.171e-02, eta: 1 day, 11:54:48, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7488, loss_cls: 2.0965, loss: 2.0965, grad_norm: 3.5936 2021-07-13 04:57:08,125 - mmaction - INFO - Epoch [178][160/1879] lr: 2.171e-02, eta: 1 day, 11:54:30, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7441, loss_cls: 2.1005, loss: 2.1005, grad_norm: 3.5247 2021-07-13 04:57:25,177 - mmaction - INFO - Epoch [178][180/1879] lr: 2.171e-02, eta: 1 day, 11:54:12, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7496, loss_cls: 2.1126, loss: 2.1126, grad_norm: 3.5548 2021-07-13 04:57:42,109 - mmaction - INFO - Epoch [178][200/1879] lr: 2.171e-02, eta: 1 day, 11:53:53, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7461, loss_cls: 2.0885, loss: 2.0885, grad_norm: 3.5470 2021-07-13 04:57:58,846 - mmaction - INFO - Epoch [178][220/1879] lr: 2.171e-02, eta: 1 day, 11:53:34, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7652, loss_cls: 2.0023, loss: 2.0023, grad_norm: 3.4599 2021-07-13 04:58:15,576 - mmaction - INFO - Epoch [178][240/1879] lr: 2.171e-02, eta: 1 day, 11:53:16, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7492, loss_cls: 2.0551, loss: 2.0551, grad_norm: 3.6170 2021-07-13 04:58:32,625 - mmaction - INFO - Epoch [178][260/1879] lr: 2.171e-02, eta: 1 day, 11:52:58, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7453, loss_cls: 2.1342, loss: 2.1342, grad_norm: 3.5615 2021-07-13 04:58:49,597 - mmaction - INFO - Epoch [178][280/1879] lr: 2.171e-02, eta: 1 day, 11:52:39, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5215, top5_acc: 0.7562, loss_cls: 2.0938, loss: 2.0938, grad_norm: 3.5682 2021-07-13 04:59:06,630 - mmaction - INFO - Epoch [178][300/1879] lr: 2.171e-02, eta: 1 day, 11:52:21, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7617, loss_cls: 2.0370, loss: 2.0370, grad_norm: 3.5514 2021-07-13 04:59:23,740 - mmaction - INFO - Epoch [178][320/1879] lr: 2.171e-02, eta: 1 day, 11:52:03, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7434, loss_cls: 2.1266, loss: 2.1266, grad_norm: 3.5455 2021-07-13 04:59:40,740 - mmaction - INFO - Epoch [178][340/1879] lr: 2.171e-02, eta: 1 day, 11:51:45, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7570, loss_cls: 2.0554, loss: 2.0554, grad_norm: 3.5392 2021-07-13 04:59:57,330 - mmaction - INFO - Epoch [178][360/1879] lr: 2.171e-02, eta: 1 day, 11:51:26, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7582, loss_cls: 2.0296, loss: 2.0296, grad_norm: 3.5337 2021-07-13 05:00:14,024 - mmaction - INFO - Epoch [178][380/1879] lr: 2.171e-02, eta: 1 day, 11:51:07, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7352, loss_cls: 2.1740, loss: 2.1740, grad_norm: 3.5755 2021-07-13 05:00:30,940 - mmaction - INFO - Epoch [178][400/1879] lr: 2.171e-02, eta: 1 day, 11:50:48, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7504, loss_cls: 2.0798, loss: 2.0798, grad_norm: 3.5454 2021-07-13 05:00:47,970 - mmaction - INFO - Epoch [178][420/1879] lr: 2.171e-02, eta: 1 day, 11:50:30, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7414, loss_cls: 2.0849, loss: 2.0849, grad_norm: 3.5190 2021-07-13 05:01:05,142 - mmaction - INFO - Epoch [178][440/1879] lr: 2.171e-02, eta: 1 day, 11:50:12, time: 0.861, data_time: 0.003, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7355, loss_cls: 2.1269, loss: 2.1269, grad_norm: 3.5550 2021-07-13 05:01:22,141 - mmaction - INFO - Epoch [178][460/1879] lr: 2.171e-02, eta: 1 day, 11:49:54, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7523, loss_cls: 2.0568, loss: 2.0568, grad_norm: 3.6521 2021-07-13 05:01:39,024 - mmaction - INFO - Epoch [178][480/1879] lr: 2.171e-02, eta: 1 day, 11:49:35, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7379, loss_cls: 2.1323, loss: 2.1323, grad_norm: 3.5493 2021-07-13 05:01:55,702 - mmaction - INFO - Epoch [178][500/1879] lr: 2.171e-02, eta: 1 day, 11:49:17, time: 0.838, data_time: 0.008, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7438, loss_cls: 2.0967, loss: 2.0967, grad_norm: 3.5541 2021-07-13 05:02:12,534 - mmaction - INFO - Epoch [178][520/1879] lr: 2.171e-02, eta: 1 day, 11:48:58, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7359, loss_cls: 2.1466, loss: 2.1466, grad_norm: 3.6427 2021-07-13 05:02:29,391 - mmaction - INFO - Epoch [178][540/1879] lr: 2.171e-02, eta: 1 day, 11:48:40, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7363, loss_cls: 2.1554, loss: 2.1554, grad_norm: 3.6254 2021-07-13 05:02:46,091 - mmaction - INFO - Epoch [178][560/1879] lr: 2.171e-02, eta: 1 day, 11:48:21, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7328, loss_cls: 2.1472, loss: 2.1472, grad_norm: 3.5429 2021-07-13 05:03:03,098 - mmaction - INFO - Epoch [178][580/1879] lr: 2.171e-02, eta: 1 day, 11:48:02, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7492, loss_cls: 2.0752, loss: 2.0752, grad_norm: 3.5945 2021-07-13 05:03:20,094 - mmaction - INFO - Epoch [178][600/1879] lr: 2.171e-02, eta: 1 day, 11:47:44, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5375, top5_acc: 0.7539, loss_cls: 2.0638, loss: 2.0638, grad_norm: 3.5696 2021-07-13 05:03:37,039 - mmaction - INFO - Epoch [178][620/1879] lr: 2.171e-02, eta: 1 day, 11:47:26, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5008, top5_acc: 0.7270, loss_cls: 2.2138, loss: 2.2138, grad_norm: 3.5750 2021-07-13 05:03:53,757 - mmaction - INFO - Epoch [178][640/1879] lr: 2.171e-02, eta: 1 day, 11:47:07, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7406, loss_cls: 2.1315, loss: 2.1315, grad_norm: 3.6095 2021-07-13 05:04:10,710 - mmaction - INFO - Epoch [178][660/1879] lr: 2.171e-02, eta: 1 day, 11:46:49, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5078, top5_acc: 0.7453, loss_cls: 2.0942, loss: 2.0942, grad_norm: 3.5622 2021-07-13 05:04:27,729 - mmaction - INFO - Epoch [178][680/1879] lr: 2.171e-02, eta: 1 day, 11:46:30, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7527, loss_cls: 2.0265, loss: 2.0265, grad_norm: 3.5608 2021-07-13 05:04:44,795 - mmaction - INFO - Epoch [178][700/1879] lr: 2.171e-02, eta: 1 day, 11:46:12, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7555, loss_cls: 2.0709, loss: 2.0709, grad_norm: 3.6404 2021-07-13 05:05:01,972 - mmaction - INFO - Epoch [178][720/1879] lr: 2.171e-02, eta: 1 day, 11:45:54, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7398, loss_cls: 2.1862, loss: 2.1862, grad_norm: 3.6823 2021-07-13 05:05:18,724 - mmaction - INFO - Epoch [178][740/1879] lr: 2.171e-02, eta: 1 day, 11:45:36, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7531, loss_cls: 2.0829, loss: 2.0829, grad_norm: 3.6209 2021-07-13 05:05:35,697 - mmaction - INFO - Epoch [178][760/1879] lr: 2.171e-02, eta: 1 day, 11:45:17, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.4918, top5_acc: 0.7418, loss_cls: 2.1824, loss: 2.1824, grad_norm: 3.6368 2021-07-13 05:05:52,521 - mmaction - INFO - Epoch [178][780/1879] lr: 2.171e-02, eta: 1 day, 11:44:59, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7512, loss_cls: 2.0621, loss: 2.0621, grad_norm: 3.5591 2021-07-13 05:06:09,673 - mmaction - INFO - Epoch [178][800/1879] lr: 2.171e-02, eta: 1 day, 11:44:41, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7469, loss_cls: 2.1102, loss: 2.1102, grad_norm: 3.5914 2021-07-13 05:06:26,460 - mmaction - INFO - Epoch [178][820/1879] lr: 2.171e-02, eta: 1 day, 11:44:22, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7387, loss_cls: 2.1334, loss: 2.1334, grad_norm: 3.7165 2021-07-13 05:06:43,601 - mmaction - INFO - Epoch [178][840/1879] lr: 2.171e-02, eta: 1 day, 11:44:04, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7535, loss_cls: 2.0299, loss: 2.0299, grad_norm: 3.5478 2021-07-13 05:07:00,544 - mmaction - INFO - Epoch [178][860/1879] lr: 2.171e-02, eta: 1 day, 11:43:46, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7402, loss_cls: 2.1656, loss: 2.1656, grad_norm: 3.6461 2021-07-13 05:07:17,614 - mmaction - INFO - Epoch [178][880/1879] lr: 2.171e-02, eta: 1 day, 11:43:28, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7426, loss_cls: 2.1172, loss: 2.1172, grad_norm: 3.6569 2021-07-13 05:07:34,479 - mmaction - INFO - Epoch [178][900/1879] lr: 2.171e-02, eta: 1 day, 11:43:09, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7430, loss_cls: 2.1505, loss: 2.1505, grad_norm: 3.5908 2021-07-13 05:07:51,560 - mmaction - INFO - Epoch [178][920/1879] lr: 2.171e-02, eta: 1 day, 11:42:51, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7480, loss_cls: 2.0746, loss: 2.0746, grad_norm: 3.5738 2021-07-13 05:08:08,380 - mmaction - INFO - Epoch [178][940/1879] lr: 2.171e-02, eta: 1 day, 11:42:33, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5320, top5_acc: 0.7547, loss_cls: 2.0494, loss: 2.0494, grad_norm: 3.5768 2021-07-13 05:08:25,038 - mmaction - INFO - Epoch [178][960/1879] lr: 2.171e-02, eta: 1 day, 11:42:14, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7422, loss_cls: 2.1602, loss: 2.1602, grad_norm: 3.5678 2021-07-13 05:08:42,036 - mmaction - INFO - Epoch [178][980/1879] lr: 2.171e-02, eta: 1 day, 11:41:55, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7590, loss_cls: 2.0343, loss: 2.0343, grad_norm: 3.5712 2021-07-13 05:08:58,857 - mmaction - INFO - Epoch [178][1000/1879] lr: 2.171e-02, eta: 1 day, 11:41:37, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7355, loss_cls: 2.1178, loss: 2.1178, grad_norm: 3.6001 2021-07-13 05:09:15,794 - mmaction - INFO - Epoch [178][1020/1879] lr: 2.171e-02, eta: 1 day, 11:41:18, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7449, loss_cls: 2.0955, loss: 2.0955, grad_norm: 3.5216 2021-07-13 05:09:32,565 - mmaction - INFO - Epoch [178][1040/1879] lr: 2.171e-02, eta: 1 day, 11:41:00, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7398, loss_cls: 2.1222, loss: 2.1222, grad_norm: 3.5643 2021-07-13 05:09:49,661 - mmaction - INFO - Epoch [178][1060/1879] lr: 2.171e-02, eta: 1 day, 11:40:42, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7305, loss_cls: 2.1475, loss: 2.1475, grad_norm: 3.5632 2021-07-13 05:10:06,620 - mmaction - INFO - Epoch [178][1080/1879] lr: 2.171e-02, eta: 1 day, 11:40:23, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7500, loss_cls: 2.0989, loss: 2.0989, grad_norm: 3.5875 2021-07-13 05:10:23,668 - mmaction - INFO - Epoch [178][1100/1879] lr: 2.171e-02, eta: 1 day, 11:40:05, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7508, loss_cls: 2.0815, loss: 2.0815, grad_norm: 3.5450 2021-07-13 05:10:40,950 - mmaction - INFO - Epoch [178][1120/1879] lr: 2.171e-02, eta: 1 day, 11:39:48, time: 0.865, data_time: 0.012, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7512, loss_cls: 2.0561, loss: 2.0561, grad_norm: 3.5442 2021-07-13 05:10:57,931 - mmaction - INFO - Epoch [178][1140/1879] lr: 2.171e-02, eta: 1 day, 11:39:29, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7406, loss_cls: 2.0942, loss: 2.0942, grad_norm: 3.5422 2021-07-13 05:11:14,683 - mmaction - INFO - Epoch [178][1160/1879] lr: 2.171e-02, eta: 1 day, 11:39:11, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.4953, top5_acc: 0.7309, loss_cls: 2.1664, loss: 2.1664, grad_norm: 3.6236 2021-07-13 05:11:31,432 - mmaction - INFO - Epoch [178][1180/1879] lr: 2.171e-02, eta: 1 day, 11:38:52, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7523, loss_cls: 2.0512, loss: 2.0512, grad_norm: 3.5957 2021-07-13 05:11:48,535 - mmaction - INFO - Epoch [178][1200/1879] lr: 2.171e-02, eta: 1 day, 11:38:34, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7445, loss_cls: 2.0919, loss: 2.0919, grad_norm: 3.4979 2021-07-13 05:12:05,519 - mmaction - INFO - Epoch [178][1220/1879] lr: 2.171e-02, eta: 1 day, 11:38:16, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7570, loss_cls: 2.1160, loss: 2.1160, grad_norm: 3.6051 2021-07-13 05:12:22,305 - mmaction - INFO - Epoch [178][1240/1879] lr: 2.171e-02, eta: 1 day, 11:37:57, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7328, loss_cls: 2.1684, loss: 2.1684, grad_norm: 3.6788 2021-07-13 05:12:39,378 - mmaction - INFO - Epoch [178][1260/1879] lr: 2.171e-02, eta: 1 day, 11:37:39, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7539, loss_cls: 2.0799, loss: 2.0799, grad_norm: 3.6027 2021-07-13 05:12:56,135 - mmaction - INFO - Epoch [178][1280/1879] lr: 2.171e-02, eta: 1 day, 11:37:20, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7434, loss_cls: 2.1139, loss: 2.1139, grad_norm: 3.6228 2021-07-13 05:13:12,986 - mmaction - INFO - Epoch [178][1300/1879] lr: 2.171e-02, eta: 1 day, 11:37:02, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7402, loss_cls: 2.0807, loss: 2.0807, grad_norm: 3.4914 2021-07-13 05:13:29,798 - mmaction - INFO - Epoch [178][1320/1879] lr: 2.171e-02, eta: 1 day, 11:36:43, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7348, loss_cls: 2.1714, loss: 2.1714, grad_norm: 3.6428 2021-07-13 05:13:46,643 - mmaction - INFO - Epoch [178][1340/1879] lr: 2.171e-02, eta: 1 day, 11:36:24, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.4914, top5_acc: 0.7270, loss_cls: 2.2266, loss: 2.2266, grad_norm: 3.6430 2021-07-13 05:14:03,569 - mmaction - INFO - Epoch [178][1360/1879] lr: 2.171e-02, eta: 1 day, 11:36:06, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7492, loss_cls: 2.0669, loss: 2.0669, grad_norm: 3.5166 2021-07-13 05:14:20,542 - mmaction - INFO - Epoch [178][1380/1879] lr: 2.171e-02, eta: 1 day, 11:35:48, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7555, loss_cls: 2.0620, loss: 2.0620, grad_norm: 3.5435 2021-07-13 05:14:37,686 - mmaction - INFO - Epoch [178][1400/1879] lr: 2.171e-02, eta: 1 day, 11:35:30, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7387, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.6400 2021-07-13 05:14:54,355 - mmaction - INFO - Epoch [178][1420/1879] lr: 2.171e-02, eta: 1 day, 11:35:11, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7707, loss_cls: 2.0404, loss: 2.0404, grad_norm: 3.5541 2021-07-13 05:15:11,390 - mmaction - INFO - Epoch [178][1440/1879] lr: 2.171e-02, eta: 1 day, 11:34:53, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5148, top5_acc: 0.7473, loss_cls: 2.0843, loss: 2.0843, grad_norm: 3.6152 2021-07-13 05:15:28,419 - mmaction - INFO - Epoch [178][1460/1879] lr: 2.171e-02, eta: 1 day, 11:34:35, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7484, loss_cls: 2.1672, loss: 2.1672, grad_norm: 3.6074 2021-07-13 05:15:45,351 - mmaction - INFO - Epoch [178][1480/1879] lr: 2.171e-02, eta: 1 day, 11:34:16, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7367, loss_cls: 2.1239, loss: 2.1239, grad_norm: 3.4972 2021-07-13 05:16:02,248 - mmaction - INFO - Epoch [178][1500/1879] lr: 2.171e-02, eta: 1 day, 11:33:58, time: 0.847, data_time: 0.007, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7434, loss_cls: 2.1396, loss: 2.1396, grad_norm: 3.6970 2021-07-13 05:16:19,113 - mmaction - INFO - Epoch [178][1520/1879] lr: 2.171e-02, eta: 1 day, 11:33:39, time: 0.843, data_time: 0.000, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7598, loss_cls: 2.0247, loss: 2.0247, grad_norm: 3.5727 2021-07-13 05:16:36,027 - mmaction - INFO - Epoch [178][1540/1879] lr: 2.171e-02, eta: 1 day, 11:33:21, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7352, loss_cls: 2.1540, loss: 2.1540, grad_norm: 3.7170 2021-07-13 05:16:53,192 - mmaction - INFO - Epoch [178][1560/1879] lr: 2.171e-02, eta: 1 day, 11:33:03, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.5039, top5_acc: 0.7250, loss_cls: 2.1982, loss: 2.1982, grad_norm: 3.6759 2021-07-13 05:17:10,083 - mmaction - INFO - Epoch [178][1580/1879] lr: 2.171e-02, eta: 1 day, 11:32:45, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7578, loss_cls: 2.0926, loss: 2.0926, grad_norm: 3.5797 2021-07-13 05:17:27,208 - mmaction - INFO - Epoch [178][1600/1879] lr: 2.171e-02, eta: 1 day, 11:32:27, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7426, loss_cls: 2.1133, loss: 2.1133, grad_norm: 3.6001 2021-07-13 05:17:44,173 - mmaction - INFO - Epoch [178][1620/1879] lr: 2.171e-02, eta: 1 day, 11:32:08, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7395, loss_cls: 2.1429, loss: 2.1429, grad_norm: 3.6914 2021-07-13 05:18:01,078 - mmaction - INFO - Epoch [178][1640/1879] lr: 2.171e-02, eta: 1 day, 11:31:50, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7559, loss_cls: 2.1260, loss: 2.1260, grad_norm: 3.6796 2021-07-13 05:18:17,885 - mmaction - INFO - Epoch [178][1660/1879] lr: 2.171e-02, eta: 1 day, 11:31:31, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7449, loss_cls: 2.0594, loss: 2.0594, grad_norm: 3.4560 2021-07-13 05:18:34,799 - mmaction - INFO - Epoch [178][1680/1879] lr: 2.171e-02, eta: 1 day, 11:31:13, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7516, loss_cls: 2.1057, loss: 2.1057, grad_norm: 3.6092 2021-07-13 05:18:51,571 - mmaction - INFO - Epoch [178][1700/1879] lr: 2.171e-02, eta: 1 day, 11:30:54, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.4973, top5_acc: 0.7453, loss_cls: 2.1218, loss: 2.1218, grad_norm: 3.6329 2021-07-13 05:19:08,532 - mmaction - INFO - Epoch [178][1720/1879] lr: 2.171e-02, eta: 1 day, 11:30:36, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7480, loss_cls: 2.0854, loss: 2.0854, grad_norm: 3.6127 2021-07-13 05:19:25,328 - mmaction - INFO - Epoch [178][1740/1879] lr: 2.171e-02, eta: 1 day, 11:30:17, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5066, top5_acc: 0.7461, loss_cls: 2.1572, loss: 2.1572, grad_norm: 3.6932 2021-07-13 05:19:42,341 - mmaction - INFO - Epoch [178][1760/1879] lr: 2.171e-02, eta: 1 day, 11:29:59, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7520, loss_cls: 2.0757, loss: 2.0757, grad_norm: 3.5508 2021-07-13 05:19:59,268 - mmaction - INFO - Epoch [178][1780/1879] lr: 2.171e-02, eta: 1 day, 11:29:41, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5320, top5_acc: 0.7527, loss_cls: 2.0359, loss: 2.0359, grad_norm: 3.6270 2021-07-13 05:20:15,949 - mmaction - INFO - Epoch [178][1800/1879] lr: 2.171e-02, eta: 1 day, 11:29:22, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7598, loss_cls: 2.0656, loss: 2.0656, grad_norm: 3.5993 2021-07-13 05:20:32,898 - mmaction - INFO - Epoch [178][1820/1879] lr: 2.171e-02, eta: 1 day, 11:29:04, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7426, loss_cls: 2.1504, loss: 2.1504, grad_norm: 3.6307 2021-07-13 05:20:49,719 - mmaction - INFO - Epoch [178][1840/1879] lr: 2.171e-02, eta: 1 day, 11:28:45, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7477, loss_cls: 2.0705, loss: 2.0705, grad_norm: 3.6366 2021-07-13 05:21:06,775 - mmaction - INFO - Epoch [178][1860/1879] lr: 2.171e-02, eta: 1 day, 11:28:27, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5141, top5_acc: 0.7492, loss_cls: 2.1115, loss: 2.1115, grad_norm: 3.5579 2021-07-13 05:22:54,402 - mmaction - INFO - Epoch [179][20/1879] lr: 2.121e-02, eta: 1 day, 11:29:36, time: 4.474, data_time: 3.602, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7453, loss_cls: 2.0670, loss: 2.0670, grad_norm: 3.5290 2021-07-13 05:23:10,928 - mmaction - INFO - Epoch [179][40/1879] lr: 2.121e-02, eta: 1 day, 11:29:17, time: 0.827, data_time: 0.008, memory: 6454, top1_acc: 0.5293, top5_acc: 0.7574, loss_cls: 2.0356, loss: 2.0356, grad_norm: 3.4809 2021-07-13 05:23:27,611 - mmaction - INFO - Epoch [179][60/1879] lr: 2.121e-02, eta: 1 day, 11:28:58, time: 0.831, data_time: 0.006, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7406, loss_cls: 2.1307, loss: 2.1307, grad_norm: 3.5850 2021-07-13 05:23:44,465 - mmaction - INFO - Epoch [179][80/1879] lr: 2.121e-02, eta: 1 day, 11:28:40, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7355, loss_cls: 2.1160, loss: 2.1160, grad_norm: 3.5923 2021-07-13 05:24:01,097 - mmaction - INFO - Epoch [179][100/1879] lr: 2.121e-02, eta: 1 day, 11:28:21, time: 0.833, data_time: 0.006, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7480, loss_cls: 2.1154, loss: 2.1154, grad_norm: 3.5998 2021-07-13 05:24:17,899 - mmaction - INFO - Epoch [179][120/1879] lr: 2.121e-02, eta: 1 day, 11:28:02, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7438, loss_cls: 2.0859, loss: 2.0859, grad_norm: 3.5598 2021-07-13 05:24:34,588 - mmaction - INFO - Epoch [179][140/1879] lr: 2.121e-02, eta: 1 day, 11:27:43, time: 0.833, data_time: 0.007, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7508, loss_cls: 2.0761, loss: 2.0761, grad_norm: 3.5591 2021-07-13 05:24:51,495 - mmaction - INFO - Epoch [179][160/1879] lr: 2.121e-02, eta: 1 day, 11:27:25, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7508, loss_cls: 2.0801, loss: 2.0801, grad_norm: 3.5828 2021-07-13 05:25:08,421 - mmaction - INFO - Epoch [179][180/1879] lr: 2.121e-02, eta: 1 day, 11:27:06, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5375, top5_acc: 0.7602, loss_cls: 1.9948, loss: 1.9948, grad_norm: 3.5588 2021-07-13 05:25:25,166 - mmaction - INFO - Epoch [179][200/1879] lr: 2.121e-02, eta: 1 day, 11:26:48, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7641, loss_cls: 2.0369, loss: 2.0369, grad_norm: 3.5922 2021-07-13 05:25:42,127 - mmaction - INFO - Epoch [179][220/1879] lr: 2.121e-02, eta: 1 day, 11:26:29, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7555, loss_cls: 2.0567, loss: 2.0567, grad_norm: 3.6010 2021-07-13 05:25:58,915 - mmaction - INFO - Epoch [179][240/1879] lr: 2.121e-02, eta: 1 day, 11:26:11, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7520, loss_cls: 2.0639, loss: 2.0639, grad_norm: 3.6617 2021-07-13 05:26:15,839 - mmaction - INFO - Epoch [179][260/1879] lr: 2.121e-02, eta: 1 day, 11:25:52, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7355, loss_cls: 2.1323, loss: 2.1323, grad_norm: 3.6001 2021-07-13 05:26:32,580 - mmaction - INFO - Epoch [179][280/1879] lr: 2.121e-02, eta: 1 day, 11:25:34, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.5117, top5_acc: 0.7320, loss_cls: 2.1450, loss: 2.1450, grad_norm: 3.5477 2021-07-13 05:26:49,486 - mmaction - INFO - Epoch [179][300/1879] lr: 2.121e-02, eta: 1 day, 11:25:15, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7648, loss_cls: 2.0002, loss: 2.0002, grad_norm: 3.5728 2021-07-13 05:27:06,622 - mmaction - INFO - Epoch [179][320/1879] lr: 2.121e-02, eta: 1 day, 11:24:57, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7676, loss_cls: 2.0392, loss: 2.0392, grad_norm: 3.6360 2021-07-13 05:27:23,756 - mmaction - INFO - Epoch [179][340/1879] lr: 2.121e-02, eta: 1 day, 11:24:39, time: 0.859, data_time: 0.007, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7609, loss_cls: 2.0726, loss: 2.0726, grad_norm: 3.6756 2021-07-13 05:27:40,599 - mmaction - INFO - Epoch [179][360/1879] lr: 2.121e-02, eta: 1 day, 11:24:21, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5359, top5_acc: 0.7531, loss_cls: 2.0460, loss: 2.0460, grad_norm: 3.6270 2021-07-13 05:27:57,379 - mmaction - INFO - Epoch [179][380/1879] lr: 2.121e-02, eta: 1 day, 11:24:02, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7414, loss_cls: 2.0879, loss: 2.0879, grad_norm: 3.5969 2021-07-13 05:28:14,304 - mmaction - INFO - Epoch [179][400/1879] lr: 2.121e-02, eta: 1 day, 11:23:44, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7578, loss_cls: 2.0640, loss: 2.0640, grad_norm: 3.6374 2021-07-13 05:28:31,152 - mmaction - INFO - Epoch [179][420/1879] lr: 2.121e-02, eta: 1 day, 11:23:25, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7398, loss_cls: 2.1192, loss: 2.1192, grad_norm: 3.6471 2021-07-13 05:28:47,948 - mmaction - INFO - Epoch [179][440/1879] lr: 2.121e-02, eta: 1 day, 11:23:07, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7500, loss_cls: 2.0815, loss: 2.0815, grad_norm: 3.5823 2021-07-13 05:29:04,789 - mmaction - INFO - Epoch [179][460/1879] lr: 2.121e-02, eta: 1 day, 11:22:48, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7562, loss_cls: 2.0665, loss: 2.0665, grad_norm: 3.6542 2021-07-13 05:29:21,787 - mmaction - INFO - Epoch [179][480/1879] lr: 2.121e-02, eta: 1 day, 11:22:30, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7578, loss_cls: 2.0319, loss: 2.0319, grad_norm: 3.6436 2021-07-13 05:29:38,715 - mmaction - INFO - Epoch [179][500/1879] lr: 2.121e-02, eta: 1 day, 11:22:12, time: 0.847, data_time: 0.007, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7453, loss_cls: 2.1432, loss: 2.1432, grad_norm: 3.6815 2021-07-13 05:29:55,614 - mmaction - INFO - Epoch [179][520/1879] lr: 2.121e-02, eta: 1 day, 11:21:53, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7410, loss_cls: 2.1358, loss: 2.1358, grad_norm: 3.6627 2021-07-13 05:30:12,934 - mmaction - INFO - Epoch [179][540/1879] lr: 2.121e-02, eta: 1 day, 11:21:35, time: 0.863, data_time: 0.004, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7430, loss_cls: 2.1277, loss: 2.1277, grad_norm: 3.5733 2021-07-13 05:30:29,824 - mmaction - INFO - Epoch [179][560/1879] lr: 2.121e-02, eta: 1 day, 11:21:17, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5422, top5_acc: 0.7570, loss_cls: 2.0359, loss: 2.0359, grad_norm: 3.5551 2021-07-13 05:30:46,626 - mmaction - INFO - Epoch [179][580/1879] lr: 2.121e-02, eta: 1 day, 11:20:58, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7398, loss_cls: 2.1219, loss: 2.1219, grad_norm: 3.5797 2021-07-13 05:31:03,408 - mmaction - INFO - Epoch [179][600/1879] lr: 2.121e-02, eta: 1 day, 11:20:40, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7527, loss_cls: 2.0903, loss: 2.0903, grad_norm: 3.5808 2021-07-13 05:31:20,089 - mmaction - INFO - Epoch [179][620/1879] lr: 2.121e-02, eta: 1 day, 11:20:21, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7492, loss_cls: 2.1079, loss: 2.1079, grad_norm: 3.5708 2021-07-13 05:31:37,275 - mmaction - INFO - Epoch [179][640/1879] lr: 2.121e-02, eta: 1 day, 11:20:03, time: 0.858, data_time: 0.001, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7332, loss_cls: 2.1384, loss: 2.1384, grad_norm: 3.6317 2021-07-13 05:31:54,121 - mmaction - INFO - Epoch [179][660/1879] lr: 2.121e-02, eta: 1 day, 11:19:45, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7473, loss_cls: 2.1330, loss: 2.1330, grad_norm: 3.6313 2021-07-13 05:32:11,123 - mmaction - INFO - Epoch [179][680/1879] lr: 2.121e-02, eta: 1 day, 11:19:26, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5211, top5_acc: 0.7461, loss_cls: 2.1091, loss: 2.1091, grad_norm: 3.4740 2021-07-13 05:32:28,146 - mmaction - INFO - Epoch [179][700/1879] lr: 2.121e-02, eta: 1 day, 11:19:08, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5215, top5_acc: 0.7430, loss_cls: 2.0714, loss: 2.0714, grad_norm: 3.5776 2021-07-13 05:32:45,016 - mmaction - INFO - Epoch [179][720/1879] lr: 2.121e-02, eta: 1 day, 11:18:50, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5375, top5_acc: 0.7516, loss_cls: 2.0549, loss: 2.0549, grad_norm: 3.5832 2021-07-13 05:33:01,959 - mmaction - INFO - Epoch [179][740/1879] lr: 2.121e-02, eta: 1 day, 11:18:31, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7359, loss_cls: 2.1383, loss: 2.1383, grad_norm: 3.6647 2021-07-13 05:33:18,674 - mmaction - INFO - Epoch [179][760/1879] lr: 2.121e-02, eta: 1 day, 11:18:13, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7395, loss_cls: 2.1268, loss: 2.1268, grad_norm: 3.6701 2021-07-13 05:33:35,617 - mmaction - INFO - Epoch [179][780/1879] lr: 2.121e-02, eta: 1 day, 11:17:54, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7516, loss_cls: 2.0750, loss: 2.0750, grad_norm: 3.5646 2021-07-13 05:33:52,336 - mmaction - INFO - Epoch [179][800/1879] lr: 2.121e-02, eta: 1 day, 11:17:36, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7574, loss_cls: 2.0769, loss: 2.0769, grad_norm: 3.5487 2021-07-13 05:34:09,382 - mmaction - INFO - Epoch [179][820/1879] lr: 2.121e-02, eta: 1 day, 11:17:17, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5211, top5_acc: 0.7473, loss_cls: 2.1225, loss: 2.1225, grad_norm: 3.5692 2021-07-13 05:34:26,250 - mmaction - INFO - Epoch [179][840/1879] lr: 2.121e-02, eta: 1 day, 11:16:59, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7605, loss_cls: 2.0467, loss: 2.0467, grad_norm: 3.5026 2021-07-13 05:34:43,305 - mmaction - INFO - Epoch [179][860/1879] lr: 2.121e-02, eta: 1 day, 11:16:41, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7480, loss_cls: 2.0783, loss: 2.0783, grad_norm: 3.6420 2021-07-13 05:35:00,428 - mmaction - INFO - Epoch [179][880/1879] lr: 2.121e-02, eta: 1 day, 11:16:23, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7457, loss_cls: 2.1043, loss: 2.1043, grad_norm: 3.6715 2021-07-13 05:35:17,279 - mmaction - INFO - Epoch [179][900/1879] lr: 2.121e-02, eta: 1 day, 11:16:04, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7461, loss_cls: 2.1316, loss: 2.1316, grad_norm: 3.6576 2021-07-13 05:35:34,400 - mmaction - INFO - Epoch [179][920/1879] lr: 2.121e-02, eta: 1 day, 11:15:46, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7414, loss_cls: 2.0830, loss: 2.0830, grad_norm: 3.6227 2021-07-13 05:35:51,443 - mmaction - INFO - Epoch [179][940/1879] lr: 2.121e-02, eta: 1 day, 11:15:28, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7562, loss_cls: 2.0772, loss: 2.0772, grad_norm: 3.5560 2021-07-13 05:36:08,453 - mmaction - INFO - Epoch [179][960/1879] lr: 2.121e-02, eta: 1 day, 11:15:10, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7500, loss_cls: 2.0927, loss: 2.0927, grad_norm: 3.5893 2021-07-13 05:36:25,487 - mmaction - INFO - Epoch [179][980/1879] lr: 2.121e-02, eta: 1 day, 11:14:52, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7438, loss_cls: 2.0930, loss: 2.0930, grad_norm: 3.5715 2021-07-13 05:36:42,446 - mmaction - INFO - Epoch [179][1000/1879] lr: 2.121e-02, eta: 1 day, 11:14:33, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7367, loss_cls: 2.1354, loss: 2.1354, grad_norm: 3.6492 2021-07-13 05:36:59,414 - mmaction - INFO - Epoch [179][1020/1879] lr: 2.121e-02, eta: 1 day, 11:14:15, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7488, loss_cls: 2.0662, loss: 2.0662, grad_norm: 3.6424 2021-07-13 05:37:16,428 - mmaction - INFO - Epoch [179][1040/1879] lr: 2.121e-02, eta: 1 day, 11:13:57, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5434, top5_acc: 0.7590, loss_cls: 2.0084, loss: 2.0084, grad_norm: 3.5185 2021-07-13 05:37:33,383 - mmaction - INFO - Epoch [179][1060/1879] lr: 2.121e-02, eta: 1 day, 11:13:39, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7473, loss_cls: 2.1008, loss: 2.1008, grad_norm: 3.6197 2021-07-13 05:37:50,193 - mmaction - INFO - Epoch [179][1080/1879] lr: 2.121e-02, eta: 1 day, 11:13:20, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5000, top5_acc: 0.7312, loss_cls: 2.1877, loss: 2.1877, grad_norm: 3.6629 2021-07-13 05:38:06,992 - mmaction - INFO - Epoch [179][1100/1879] lr: 2.121e-02, eta: 1 day, 11:13:02, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7496, loss_cls: 2.0661, loss: 2.0661, grad_norm: 3.5395 2021-07-13 05:38:23,925 - mmaction - INFO - Epoch [179][1120/1879] lr: 2.121e-02, eta: 1 day, 11:12:43, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7492, loss_cls: 2.0638, loss: 2.0638, grad_norm: 3.6139 2021-07-13 05:38:40,959 - mmaction - INFO - Epoch [179][1140/1879] lr: 2.121e-02, eta: 1 day, 11:12:25, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7539, loss_cls: 2.0314, loss: 2.0314, grad_norm: 3.5771 2021-07-13 05:38:57,866 - mmaction - INFO - Epoch [179][1160/1879] lr: 2.121e-02, eta: 1 day, 11:12:07, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7566, loss_cls: 2.0239, loss: 2.0239, grad_norm: 3.5507 2021-07-13 05:39:14,443 - mmaction - INFO - Epoch [179][1180/1879] lr: 2.121e-02, eta: 1 day, 11:11:48, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7375, loss_cls: 2.1037, loss: 2.1037, grad_norm: 3.6339 2021-07-13 05:39:31,486 - mmaction - INFO - Epoch [179][1200/1879] lr: 2.121e-02, eta: 1 day, 11:11:30, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7262, loss_cls: 2.1561, loss: 2.1561, grad_norm: 3.6281 2021-07-13 05:39:48,365 - mmaction - INFO - Epoch [179][1220/1879] lr: 2.121e-02, eta: 1 day, 11:11:11, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7578, loss_cls: 2.0228, loss: 2.0228, grad_norm: 3.5626 2021-07-13 05:40:05,376 - mmaction - INFO - Epoch [179][1240/1879] lr: 2.121e-02, eta: 1 day, 11:10:53, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5348, top5_acc: 0.7438, loss_cls: 2.0843, loss: 2.0843, grad_norm: 3.6015 2021-07-13 05:40:22,142 - mmaction - INFO - Epoch [179][1260/1879] lr: 2.121e-02, eta: 1 day, 11:10:34, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5031, top5_acc: 0.7457, loss_cls: 2.1508, loss: 2.1508, grad_norm: 3.5968 2021-07-13 05:40:39,219 - mmaction - INFO - Epoch [179][1280/1879] lr: 2.121e-02, eta: 1 day, 11:10:16, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5066, top5_acc: 0.7418, loss_cls: 2.1371, loss: 2.1371, grad_norm: 3.5968 2021-07-13 05:40:56,270 - mmaction - INFO - Epoch [179][1300/1879] lr: 2.121e-02, eta: 1 day, 11:09:58, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.4996, top5_acc: 0.7359, loss_cls: 2.2053, loss: 2.2053, grad_norm: 3.6475 2021-07-13 05:41:13,414 - mmaction - INFO - Epoch [179][1320/1879] lr: 2.121e-02, eta: 1 day, 11:09:40, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7379, loss_cls: 2.1203, loss: 2.1203, grad_norm: 3.6088 2021-07-13 05:41:30,377 - mmaction - INFO - Epoch [179][1340/1879] lr: 2.121e-02, eta: 1 day, 11:09:22, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7395, loss_cls: 2.1575, loss: 2.1575, grad_norm: 3.6782 2021-07-13 05:41:47,760 - mmaction - INFO - Epoch [179][1360/1879] lr: 2.121e-02, eta: 1 day, 11:09:04, time: 0.867, data_time: 0.004, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7465, loss_cls: 2.0984, loss: 2.0984, grad_norm: 3.5807 2021-07-13 05:42:04,631 - mmaction - INFO - Epoch [179][1380/1879] lr: 2.121e-02, eta: 1 day, 11:08:46, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7445, loss_cls: 2.0916, loss: 2.0916, grad_norm: 3.6553 2021-07-13 05:42:21,777 - mmaction - INFO - Epoch [179][1400/1879] lr: 2.121e-02, eta: 1 day, 11:08:28, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7410, loss_cls: 2.1160, loss: 2.1160, grad_norm: 3.6674 2021-07-13 05:42:38,740 - mmaction - INFO - Epoch [179][1420/1879] lr: 2.121e-02, eta: 1 day, 11:08:09, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7590, loss_cls: 2.0760, loss: 2.0760, grad_norm: 3.6280 2021-07-13 05:42:55,635 - mmaction - INFO - Epoch [179][1440/1879] lr: 2.121e-02, eta: 1 day, 11:07:51, time: 0.850, data_time: 0.009, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7441, loss_cls: 2.1142, loss: 2.1142, grad_norm: 3.6397 2021-07-13 05:43:12,642 - mmaction - INFO - Epoch [179][1460/1879] lr: 2.121e-02, eta: 1 day, 11:07:33, time: 0.853, data_time: 0.008, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7480, loss_cls: 2.0747, loss: 2.0747, grad_norm: 3.6009 2021-07-13 05:43:29,288 - mmaction - INFO - Epoch [179][1480/1879] lr: 2.121e-02, eta: 1 day, 11:07:14, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 2.0225, loss: 2.0225, grad_norm: 3.5413 2021-07-13 05:43:46,433 - mmaction - INFO - Epoch [179][1500/1879] lr: 2.121e-02, eta: 1 day, 11:06:56, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.5164, top5_acc: 0.7465, loss_cls: 2.0860, loss: 2.0860, grad_norm: 3.6559 2021-07-13 05:44:03,228 - mmaction - INFO - Epoch [179][1520/1879] lr: 2.121e-02, eta: 1 day, 11:06:38, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7434, loss_cls: 2.1090, loss: 2.1090, grad_norm: 3.6122 2021-07-13 05:44:20,282 - mmaction - INFO - Epoch [179][1540/1879] lr: 2.121e-02, eta: 1 day, 11:06:20, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7359, loss_cls: 2.1282, loss: 2.1282, grad_norm: 3.6355 2021-07-13 05:44:37,048 - mmaction - INFO - Epoch [179][1560/1879] lr: 2.121e-02, eta: 1 day, 11:06:01, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5215, top5_acc: 0.7484, loss_cls: 2.1087, loss: 2.1087, grad_norm: 3.6050 2021-07-13 05:44:53,587 - mmaction - INFO - Epoch [179][1580/1879] lr: 2.121e-02, eta: 1 day, 11:05:42, time: 0.826, data_time: 0.002, memory: 6454, top1_acc: 0.4922, top5_acc: 0.7234, loss_cls: 2.2085, loss: 2.2085, grad_norm: 3.6650 2021-07-13 05:45:10,654 - mmaction - INFO - Epoch [179][1600/1879] lr: 2.121e-02, eta: 1 day, 11:05:24, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5043, top5_acc: 0.7355, loss_cls: 2.1470, loss: 2.1470, grad_norm: 3.5682 2021-07-13 05:45:27,761 - mmaction - INFO - Epoch [179][1620/1879] lr: 2.121e-02, eta: 1 day, 11:05:06, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7359, loss_cls: 2.1752, loss: 2.1752, grad_norm: 3.6569 2021-07-13 05:45:44,567 - mmaction - INFO - Epoch [179][1640/1879] lr: 2.121e-02, eta: 1 day, 11:04:47, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5344, top5_acc: 0.7625, loss_cls: 2.0555, loss: 2.0555, grad_norm: 3.6368 2021-07-13 05:46:01,698 - mmaction - INFO - Epoch [179][1660/1879] lr: 2.121e-02, eta: 1 day, 11:04:29, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7543, loss_cls: 2.0568, loss: 2.0568, grad_norm: 3.6245 2021-07-13 05:46:18,604 - mmaction - INFO - Epoch [179][1680/1879] lr: 2.121e-02, eta: 1 day, 11:04:11, time: 0.848, data_time: 0.010, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7566, loss_cls: 2.0779, loss: 2.0779, grad_norm: 3.6255 2021-07-13 05:46:35,660 - mmaction - INFO - Epoch [179][1700/1879] lr: 2.121e-02, eta: 1 day, 11:03:53, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7492, loss_cls: 2.0479, loss: 2.0479, grad_norm: 3.5876 2021-07-13 05:46:52,338 - mmaction - INFO - Epoch [179][1720/1879] lr: 2.121e-02, eta: 1 day, 11:03:34, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.5141, top5_acc: 0.7484, loss_cls: 2.1303, loss: 2.1303, grad_norm: 3.6324 2021-07-13 05:47:09,193 - mmaction - INFO - Epoch [179][1740/1879] lr: 2.121e-02, eta: 1 day, 11:03:16, time: 0.842, data_time: 0.007, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7559, loss_cls: 2.0868, loss: 2.0868, grad_norm: 3.6041 2021-07-13 05:47:25,880 - mmaction - INFO - Epoch [179][1760/1879] lr: 2.121e-02, eta: 1 day, 11:02:57, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7453, loss_cls: 2.1130, loss: 2.1130, grad_norm: 3.5535 2021-07-13 05:47:42,881 - mmaction - INFO - Epoch [179][1780/1879] lr: 2.121e-02, eta: 1 day, 11:02:39, time: 0.850, data_time: 0.007, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7328, loss_cls: 2.1717, loss: 2.1717, grad_norm: 3.5970 2021-07-13 05:47:59,918 - mmaction - INFO - Epoch [179][1800/1879] lr: 2.121e-02, eta: 1 day, 11:02:21, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7441, loss_cls: 2.0872, loss: 2.0872, grad_norm: 3.6167 2021-07-13 05:48:16,826 - mmaction - INFO - Epoch [179][1820/1879] lr: 2.121e-02, eta: 1 day, 11:02:02, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7398, loss_cls: 2.0895, loss: 2.0895, grad_norm: 3.5301 2021-07-13 05:48:33,713 - mmaction - INFO - Epoch [179][1840/1879] lr: 2.121e-02, eta: 1 day, 11:01:44, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7492, loss_cls: 2.0935, loss: 2.0935, grad_norm: 3.5461 2021-07-13 05:48:50,686 - mmaction - INFO - Epoch [179][1860/1879] lr: 2.121e-02, eta: 1 day, 11:01:26, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7449, loss_cls: 2.0883, loss: 2.0883, grad_norm: 3.5776 2021-07-13 05:50:11,020 - mmaction - INFO - Epoch [180][20/1879] lr: 2.071e-02, eta: 1 day, 11:01:41, time: 3.089, data_time: 1.813, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7422, loss_cls: 2.0916, loss: 2.0916, grad_norm: 3.5954 2021-07-13 05:50:27,870 - mmaction - INFO - Epoch [180][40/1879] lr: 2.071e-02, eta: 1 day, 11:01:23, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5059, top5_acc: 0.7379, loss_cls: 2.1194, loss: 2.1194, grad_norm: 3.6304 2021-07-13 05:50:44,517 - mmaction - INFO - Epoch [180][60/1879] lr: 2.071e-02, eta: 1 day, 11:01:04, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7496, loss_cls: 2.0488, loss: 2.0488, grad_norm: 3.5118 2021-07-13 05:51:01,150 - mmaction - INFO - Epoch [180][80/1879] lr: 2.071e-02, eta: 1 day, 11:00:45, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.5422, top5_acc: 0.7578, loss_cls: 1.9994, loss: 1.9994, grad_norm: 3.5119 2021-07-13 05:51:17,903 - mmaction - INFO - Epoch [180][100/1879] lr: 2.071e-02, eta: 1 day, 11:00:26, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7594, loss_cls: 2.0446, loss: 2.0446, grad_norm: 3.6218 2021-07-13 05:51:34,718 - mmaction - INFO - Epoch [180][120/1879] lr: 2.071e-02, eta: 1 day, 11:00:08, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7504, loss_cls: 2.0898, loss: 2.0898, grad_norm: 3.6007 2021-07-13 05:51:51,534 - mmaction - INFO - Epoch [180][140/1879] lr: 2.071e-02, eta: 1 day, 10:59:49, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7508, loss_cls: 2.0925, loss: 2.0925, grad_norm: 3.6502 2021-07-13 05:52:08,684 - mmaction - INFO - Epoch [180][160/1879] lr: 2.071e-02, eta: 1 day, 10:59:31, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7344, loss_cls: 2.1309, loss: 2.1309, grad_norm: 3.6698 2021-07-13 05:52:25,542 - mmaction - INFO - Epoch [180][180/1879] lr: 2.071e-02, eta: 1 day, 10:59:13, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5164, top5_acc: 0.7516, loss_cls: 2.0733, loss: 2.0733, grad_norm: 3.6365 2021-07-13 05:52:42,642 - mmaction - INFO - Epoch [180][200/1879] lr: 2.071e-02, eta: 1 day, 10:58:55, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7551, loss_cls: 2.0210, loss: 2.0210, grad_norm: 3.5948 2021-07-13 05:52:59,783 - mmaction - INFO - Epoch [180][220/1879] lr: 2.071e-02, eta: 1 day, 10:58:37, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7461, loss_cls: 2.0710, loss: 2.0710, grad_norm: 3.6315 2021-07-13 05:53:16,734 - mmaction - INFO - Epoch [180][240/1879] lr: 2.071e-02, eta: 1 day, 10:58:19, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7422, loss_cls: 2.1273, loss: 2.1273, grad_norm: 3.6453 2021-07-13 05:53:33,823 - mmaction - INFO - Epoch [180][260/1879] lr: 2.071e-02, eta: 1 day, 10:58:01, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7508, loss_cls: 2.0964, loss: 2.0964, grad_norm: 3.5716 2021-07-13 05:53:50,906 - mmaction - INFO - Epoch [180][280/1879] lr: 2.071e-02, eta: 1 day, 10:57:43, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7535, loss_cls: 2.0807, loss: 2.0807, grad_norm: 3.5352 2021-07-13 05:54:07,562 - mmaction - INFO - Epoch [180][300/1879] lr: 2.071e-02, eta: 1 day, 10:57:24, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7508, loss_cls: 2.0700, loss: 2.0700, grad_norm: 3.6108 2021-07-13 05:54:24,497 - mmaction - INFO - Epoch [180][320/1879] lr: 2.071e-02, eta: 1 day, 10:57:06, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7547, loss_cls: 2.0732, loss: 2.0732, grad_norm: 3.6777 2021-07-13 05:54:41,405 - mmaction - INFO - Epoch [180][340/1879] lr: 2.071e-02, eta: 1 day, 10:56:47, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5301, top5_acc: 0.7613, loss_cls: 2.0707, loss: 2.0707, grad_norm: 3.6443 2021-07-13 05:54:58,507 - mmaction - INFO - Epoch [180][360/1879] lr: 2.071e-02, eta: 1 day, 10:56:29, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7488, loss_cls: 2.0544, loss: 2.0544, grad_norm: 3.5841 2021-07-13 05:55:15,570 - mmaction - INFO - Epoch [180][380/1879] lr: 2.071e-02, eta: 1 day, 10:56:11, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7477, loss_cls: 2.0886, loss: 2.0886, grad_norm: 3.6112 2021-07-13 05:55:32,554 - mmaction - INFO - Epoch [180][400/1879] lr: 2.071e-02, eta: 1 day, 10:55:53, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7582, loss_cls: 2.0538, loss: 2.0538, grad_norm: 3.6289 2021-07-13 05:55:49,736 - mmaction - INFO - Epoch [180][420/1879] lr: 2.071e-02, eta: 1 day, 10:55:35, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7418, loss_cls: 2.0891, loss: 2.0891, grad_norm: 3.6576 2021-07-13 05:56:06,510 - mmaction - INFO - Epoch [180][440/1879] lr: 2.071e-02, eta: 1 day, 10:55:16, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5262, top5_acc: 0.7531, loss_cls: 2.0792, loss: 2.0792, grad_norm: 3.6122 2021-07-13 05:56:23,474 - mmaction - INFO - Epoch [180][460/1879] lr: 2.071e-02, eta: 1 day, 10:54:58, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7352, loss_cls: 2.1356, loss: 2.1356, grad_norm: 3.6228 2021-07-13 05:56:40,259 - mmaction - INFO - Epoch [180][480/1879] lr: 2.071e-02, eta: 1 day, 10:54:40, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7508, loss_cls: 2.0719, loss: 2.0719, grad_norm: 3.6174 2021-07-13 05:56:57,494 - mmaction - INFO - Epoch [180][500/1879] lr: 2.071e-02, eta: 1 day, 10:54:22, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.5375, top5_acc: 0.7676, loss_cls: 1.9959, loss: 1.9959, grad_norm: 3.5752 2021-07-13 05:57:14,400 - mmaction - INFO - Epoch [180][520/1879] lr: 2.071e-02, eta: 1 day, 10:54:03, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7480, loss_cls: 2.0483, loss: 2.0483, grad_norm: 3.5567 2021-07-13 05:57:31,301 - mmaction - INFO - Epoch [180][540/1879] lr: 2.071e-02, eta: 1 day, 10:53:45, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7512, loss_cls: 2.0865, loss: 2.0865, grad_norm: 3.6741 2021-07-13 05:57:48,314 - mmaction - INFO - Epoch [180][560/1879] lr: 2.071e-02, eta: 1 day, 10:53:27, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5387, top5_acc: 0.7562, loss_cls: 2.0389, loss: 2.0389, grad_norm: 3.5589 2021-07-13 05:58:05,352 - mmaction - INFO - Epoch [180][580/1879] lr: 2.071e-02, eta: 1 day, 10:53:09, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7406, loss_cls: 2.1610, loss: 2.1610, grad_norm: 3.7514 2021-07-13 05:58:22,048 - mmaction - INFO - Epoch [180][600/1879] lr: 2.071e-02, eta: 1 day, 10:52:50, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7570, loss_cls: 2.0427, loss: 2.0427, grad_norm: 3.6119 2021-07-13 05:58:38,893 - mmaction - INFO - Epoch [180][620/1879] lr: 2.071e-02, eta: 1 day, 10:52:32, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5414, top5_acc: 0.7426, loss_cls: 2.0516, loss: 2.0516, grad_norm: 3.6032 2021-07-13 05:58:55,955 - mmaction - INFO - Epoch [180][640/1879] lr: 2.071e-02, eta: 1 day, 10:52:13, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7500, loss_cls: 2.0652, loss: 2.0652, grad_norm: 3.7148 2021-07-13 05:59:12,889 - mmaction - INFO - Epoch [180][660/1879] lr: 2.071e-02, eta: 1 day, 10:51:55, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7516, loss_cls: 2.0823, loss: 2.0823, grad_norm: 3.7304 2021-07-13 05:59:29,747 - mmaction - INFO - Epoch [180][680/1879] lr: 2.071e-02, eta: 1 day, 10:51:37, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7582, loss_cls: 2.0374, loss: 2.0374, grad_norm: 3.6545 2021-07-13 05:59:46,642 - mmaction - INFO - Epoch [180][700/1879] lr: 2.071e-02, eta: 1 day, 10:51:18, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7633, loss_cls: 2.0272, loss: 2.0272, grad_norm: 3.6958 2021-07-13 06:00:13,326 - mmaction - INFO - Epoch [180][720/1879] lr: 2.071e-02, eta: 1 day, 10:51:17, time: 1.322, data_time: 0.003, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7492, loss_cls: 2.1023, loss: 2.1023, grad_norm: 3.7098 2021-07-13 06:00:30,339 - mmaction - INFO - Epoch [180][740/1879] lr: 2.071e-02, eta: 1 day, 10:50:59, time: 0.863, data_time: 0.022, memory: 6454, top1_acc: 0.5078, top5_acc: 0.7379, loss_cls: 2.1583, loss: 2.1583, grad_norm: 3.6569 2021-07-13 06:00:47,314 - mmaction - INFO - Epoch [180][760/1879] lr: 2.071e-02, eta: 1 day, 10:50:41, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7445, loss_cls: 2.0985, loss: 2.0985, grad_norm: 3.6611 2021-07-13 06:01:04,098 - mmaction - INFO - Epoch [180][780/1879] lr: 2.071e-02, eta: 1 day, 10:50:22, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7680, loss_cls: 1.9801, loss: 1.9801, grad_norm: 3.5826 2021-07-13 06:01:20,927 - mmaction - INFO - Epoch [180][800/1879] lr: 2.071e-02, eta: 1 day, 10:50:04, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5320, top5_acc: 0.7590, loss_cls: 2.0378, loss: 2.0378, grad_norm: 3.6914 2021-07-13 06:01:37,678 - mmaction - INFO - Epoch [180][820/1879] lr: 2.071e-02, eta: 1 day, 10:49:45, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.5164, top5_acc: 0.7469, loss_cls: 2.1091, loss: 2.1091, grad_norm: 3.6415 2021-07-13 06:01:54,515 - mmaction - INFO - Epoch [180][840/1879] lr: 2.071e-02, eta: 1 day, 10:49:27, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7445, loss_cls: 2.1002, loss: 2.1002, grad_norm: 3.6427 2021-07-13 06:02:11,578 - mmaction - INFO - Epoch [180][860/1879] lr: 2.071e-02, eta: 1 day, 10:49:08, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7523, loss_cls: 2.0845, loss: 2.0845, grad_norm: 3.5955 2021-07-13 06:02:28,354 - mmaction - INFO - Epoch [180][880/1879] lr: 2.071e-02, eta: 1 day, 10:48:50, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5215, top5_acc: 0.7488, loss_cls: 2.0773, loss: 2.0773, grad_norm: 3.6014 2021-07-13 06:02:45,532 - mmaction - INFO - Epoch [180][900/1879] lr: 2.071e-02, eta: 1 day, 10:48:32, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7406, loss_cls: 2.1278, loss: 2.1278, grad_norm: 3.5976 2021-07-13 06:03:02,695 - mmaction - INFO - Epoch [180][920/1879] lr: 2.071e-02, eta: 1 day, 10:48:14, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7578, loss_cls: 2.0886, loss: 2.0886, grad_norm: 3.6099 2021-07-13 06:03:19,599 - mmaction - INFO - Epoch [180][940/1879] lr: 2.071e-02, eta: 1 day, 10:47:56, time: 0.846, data_time: 0.007, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7523, loss_cls: 2.0758, loss: 2.0758, grad_norm: 3.6162 2021-07-13 06:03:36,632 - mmaction - INFO - Epoch [180][960/1879] lr: 2.071e-02, eta: 1 day, 10:47:38, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7484, loss_cls: 2.0855, loss: 2.0855, grad_norm: 3.6855 2021-07-13 06:03:53,529 - mmaction - INFO - Epoch [180][980/1879] lr: 2.071e-02, eta: 1 day, 10:47:19, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7535, loss_cls: 2.0886, loss: 2.0886, grad_norm: 3.6186 2021-07-13 06:04:10,557 - mmaction - INFO - Epoch [180][1000/1879] lr: 2.071e-02, eta: 1 day, 10:47:01, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7465, loss_cls: 2.1218, loss: 2.1218, grad_norm: 3.6022 2021-07-13 06:04:27,653 - mmaction - INFO - Epoch [180][1020/1879] lr: 2.071e-02, eta: 1 day, 10:46:43, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5164, top5_acc: 0.7504, loss_cls: 2.0973, loss: 2.0973, grad_norm: 3.6537 2021-07-13 06:04:44,931 - mmaction - INFO - Epoch [180][1040/1879] lr: 2.071e-02, eta: 1 day, 10:46:25, time: 0.863, data_time: 0.006, memory: 6454, top1_acc: 0.5375, top5_acc: 0.7543, loss_cls: 2.0547, loss: 2.0547, grad_norm: 3.6253 2021-07-13 06:05:02,123 - mmaction - INFO - Epoch [180][1060/1879] lr: 2.071e-02, eta: 1 day, 10:46:08, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7422, loss_cls: 2.0743, loss: 2.0743, grad_norm: 3.6430 2021-07-13 06:05:18,996 - mmaction - INFO - Epoch [180][1080/1879] lr: 2.071e-02, eta: 1 day, 10:45:49, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5172, top5_acc: 0.7500, loss_cls: 2.0677, loss: 2.0677, grad_norm: 3.6264 2021-07-13 06:05:35,949 - mmaction - INFO - Epoch [180][1100/1879] lr: 2.071e-02, eta: 1 day, 10:45:31, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7598, loss_cls: 1.9874, loss: 1.9874, grad_norm: 3.6335 2021-07-13 06:05:53,038 - mmaction - INFO - Epoch [180][1120/1879] lr: 2.071e-02, eta: 1 day, 10:45:13, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7453, loss_cls: 2.0988, loss: 2.0988, grad_norm: 3.6879 2021-07-13 06:06:09,945 - mmaction - INFO - Epoch [180][1140/1879] lr: 2.071e-02, eta: 1 day, 10:44:55, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7527, loss_cls: 2.1131, loss: 2.1131, grad_norm: 3.7295 2021-07-13 06:06:27,142 - mmaction - INFO - Epoch [180][1160/1879] lr: 2.071e-02, eta: 1 day, 10:44:37, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7574, loss_cls: 2.0368, loss: 2.0368, grad_norm: 3.6167 2021-07-13 06:06:44,191 - mmaction - INFO - Epoch [180][1180/1879] lr: 2.071e-02, eta: 1 day, 10:44:19, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7500, loss_cls: 2.0998, loss: 2.0998, grad_norm: 3.6794 2021-07-13 06:07:01,187 - mmaction - INFO - Epoch [180][1200/1879] lr: 2.071e-02, eta: 1 day, 10:44:00, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7473, loss_cls: 2.1094, loss: 2.1094, grad_norm: 3.6102 2021-07-13 06:07:18,066 - mmaction - INFO - Epoch [180][1220/1879] lr: 2.071e-02, eta: 1 day, 10:43:42, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7449, loss_cls: 2.0898, loss: 2.0898, grad_norm: 3.5704 2021-07-13 06:07:34,815 - mmaction - INFO - Epoch [180][1240/1879] lr: 2.071e-02, eta: 1 day, 10:43:23, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7504, loss_cls: 2.0608, loss: 2.0608, grad_norm: 3.6317 2021-07-13 06:07:51,994 - mmaction - INFO - Epoch [180][1260/1879] lr: 2.071e-02, eta: 1 day, 10:43:06, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.5082, top5_acc: 0.7449, loss_cls: 2.1709, loss: 2.1709, grad_norm: 3.6905 2021-07-13 06:08:08,977 - mmaction - INFO - Epoch [180][1280/1879] lr: 2.071e-02, eta: 1 day, 10:42:47, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7336, loss_cls: 2.1377, loss: 2.1377, grad_norm: 3.6823 2021-07-13 06:08:25,995 - mmaction - INFO - Epoch [180][1300/1879] lr: 2.071e-02, eta: 1 day, 10:42:29, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7516, loss_cls: 2.0700, loss: 2.0700, grad_norm: 3.6748 2021-07-13 06:08:42,953 - mmaction - INFO - Epoch [180][1320/1879] lr: 2.071e-02, eta: 1 day, 10:42:11, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7543, loss_cls: 2.0539, loss: 2.0539, grad_norm: 3.5406 2021-07-13 06:08:59,656 - mmaction - INFO - Epoch [180][1340/1879] lr: 2.071e-02, eta: 1 day, 10:41:52, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7574, loss_cls: 2.0663, loss: 2.0663, grad_norm: 3.7107 2021-07-13 06:09:16,375 - mmaction - INFO - Epoch [180][1360/1879] lr: 2.071e-02, eta: 1 day, 10:41:34, time: 0.838, data_time: 0.008, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7398, loss_cls: 2.1708, loss: 2.1708, grad_norm: 3.7314 2021-07-13 06:09:33,556 - mmaction - INFO - Epoch [180][1380/1879] lr: 2.071e-02, eta: 1 day, 10:41:16, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7391, loss_cls: 2.1030, loss: 2.1030, grad_norm: 3.5927 2021-07-13 06:09:50,669 - mmaction - INFO - Epoch [180][1400/1879] lr: 2.071e-02, eta: 1 day, 10:40:58, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7621, loss_cls: 2.0407, loss: 2.0407, grad_norm: 3.5659 2021-07-13 06:10:07,798 - mmaction - INFO - Epoch [180][1420/1879] lr: 2.071e-02, eta: 1 day, 10:40:40, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7438, loss_cls: 2.1229, loss: 2.1229, grad_norm: 3.6068 2021-07-13 06:10:24,417 - mmaction - INFO - Epoch [180][1440/1879] lr: 2.071e-02, eta: 1 day, 10:40:21, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7504, loss_cls: 2.0800, loss: 2.0800, grad_norm: 3.5510 2021-07-13 06:10:41,610 - mmaction - INFO - Epoch [180][1460/1879] lr: 2.071e-02, eta: 1 day, 10:40:03, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7496, loss_cls: 2.0826, loss: 2.0826, grad_norm: 3.6355 2021-07-13 06:10:58,495 - mmaction - INFO - Epoch [180][1480/1879] lr: 2.071e-02, eta: 1 day, 10:39:45, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7562, loss_cls: 2.0619, loss: 2.0619, grad_norm: 3.6681 2021-07-13 06:11:15,551 - mmaction - INFO - Epoch [180][1500/1879] lr: 2.071e-02, eta: 1 day, 10:39:27, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7559, loss_cls: 2.0531, loss: 2.0531, grad_norm: 3.6142 2021-07-13 06:11:32,769 - mmaction - INFO - Epoch [180][1520/1879] lr: 2.071e-02, eta: 1 day, 10:39:09, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7469, loss_cls: 2.0749, loss: 2.0749, grad_norm: 3.6380 2021-07-13 06:11:49,644 - mmaction - INFO - Epoch [180][1540/1879] lr: 2.071e-02, eta: 1 day, 10:38:50, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5437, top5_acc: 0.7602, loss_cls: 2.0371, loss: 2.0371, grad_norm: 3.5780 2021-07-13 06:12:06,529 - mmaction - INFO - Epoch [180][1560/1879] lr: 2.071e-02, eta: 1 day, 10:38:32, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7414, loss_cls: 2.1429, loss: 2.1429, grad_norm: 3.7521 2021-07-13 06:12:23,458 - mmaction - INFO - Epoch [180][1580/1879] lr: 2.071e-02, eta: 1 day, 10:38:14, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7480, loss_cls: 2.0843, loss: 2.0843, grad_norm: 3.6092 2021-07-13 06:12:40,574 - mmaction - INFO - Epoch [180][1600/1879] lr: 2.071e-02, eta: 1 day, 10:37:56, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7391, loss_cls: 2.0943, loss: 2.0943, grad_norm: 3.6095 2021-07-13 06:12:57,430 - mmaction - INFO - Epoch [180][1620/1879] lr: 2.071e-02, eta: 1 day, 10:37:37, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5078, top5_acc: 0.7570, loss_cls: 2.1052, loss: 2.1052, grad_norm: 3.7363 2021-07-13 06:13:14,450 - mmaction - INFO - Epoch [180][1640/1879] lr: 2.071e-02, eta: 1 day, 10:37:19, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7422, loss_cls: 2.1386, loss: 2.1386, grad_norm: 3.7583 2021-07-13 06:13:31,672 - mmaction - INFO - Epoch [180][1660/1879] lr: 2.071e-02, eta: 1 day, 10:37:02, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7426, loss_cls: 2.1246, loss: 2.1246, grad_norm: 3.7086 2021-07-13 06:13:48,613 - mmaction - INFO - Epoch [180][1680/1879] lr: 2.071e-02, eta: 1 day, 10:36:43, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5062, top5_acc: 0.7395, loss_cls: 2.1491, loss: 2.1491, grad_norm: 3.6692 2021-07-13 06:14:05,639 - mmaction - INFO - Epoch [180][1700/1879] lr: 2.071e-02, eta: 1 day, 10:36:25, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7512, loss_cls: 2.0911, loss: 2.0911, grad_norm: 3.7015 2021-07-13 06:14:22,646 - mmaction - INFO - Epoch [180][1720/1879] lr: 2.071e-02, eta: 1 day, 10:36:07, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7453, loss_cls: 2.0670, loss: 2.0670, grad_norm: 3.6595 2021-07-13 06:14:39,644 - mmaction - INFO - Epoch [180][1740/1879] lr: 2.071e-02, eta: 1 day, 10:35:49, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7484, loss_cls: 2.0674, loss: 2.0674, grad_norm: 3.6219 2021-07-13 06:14:56,890 - mmaction - INFO - Epoch [180][1760/1879] lr: 2.071e-02, eta: 1 day, 10:35:31, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.5113, top5_acc: 0.7574, loss_cls: 2.0908, loss: 2.0908, grad_norm: 3.6212 2021-07-13 06:15:13,745 - mmaction - INFO - Epoch [180][1780/1879] lr: 2.071e-02, eta: 1 day, 10:35:13, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7371, loss_cls: 2.1350, loss: 2.1350, grad_norm: 3.7001 2021-07-13 06:15:30,994 - mmaction - INFO - Epoch [180][1800/1879] lr: 2.071e-02, eta: 1 day, 10:34:55, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7375, loss_cls: 2.1170, loss: 2.1170, grad_norm: 3.6272 2021-07-13 06:15:47,903 - mmaction - INFO - Epoch [180][1820/1879] lr: 2.071e-02, eta: 1 day, 10:34:37, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5211, top5_acc: 0.7469, loss_cls: 2.0975, loss: 2.0975, grad_norm: 3.6108 2021-07-13 06:16:05,027 - mmaction - INFO - Epoch [180][1840/1879] lr: 2.071e-02, eta: 1 day, 10:34:19, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.4949, top5_acc: 0.7469, loss_cls: 2.1595, loss: 2.1595, grad_norm: 3.7512 2021-07-13 06:16:22,196 - mmaction - INFO - Epoch [180][1860/1879] lr: 2.071e-02, eta: 1 day, 10:34:01, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7441, loss_cls: 2.0815, loss: 2.0815, grad_norm: 3.5810 2021-07-13 06:20:38,465 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-13 06:20:39,367 - mmaction - INFO - top1_acc 0.5810 top5_acc 0.8180 2021-07-13 06:20:39,367 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-13 06:20:39,437 - mmaction - INFO - mean_acc 0.5810 2021-07-13 06:20:42,235 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_180.pth. 2021-07-13 06:20:42,235 - mmaction - INFO - Best top1_acc is 0.5810 at 180 epoch. 2021-07-13 06:20:42,246 - mmaction - INFO - Saving checkpoint at 180 epochs 2021-07-13 06:20:44,104 - mmaction - INFO - Epoch(val) [180][155] top1_acc: 0.5810, top5_acc: 0.8180, mean_class_accuracy: 0.5810 2021-07-13 06:21:34,176 - mmaction - INFO - Epoch [181][20/1879] lr: 2.022e-02, eta: 1 day, 10:33:55, time: 2.501, data_time: 1.632, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7617, loss_cls: 2.0157, loss: 2.0157, grad_norm: 3.5957 2021-07-13 06:21:50,522 - mmaction - INFO - Epoch [181][40/1879] lr: 2.022e-02, eta: 1 day, 10:33:35, time: 0.818, data_time: 0.006, memory: 6454, top1_acc: 0.5211, top5_acc: 0.7516, loss_cls: 2.0475, loss: 2.0475, grad_norm: 3.6595 2021-07-13 06:22:07,042 - mmaction - INFO - Epoch [181][60/1879] lr: 2.022e-02, eta: 1 day, 10:33:16, time: 0.825, data_time: 0.005, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7590, loss_cls: 2.0394, loss: 2.0394, grad_norm: 3.5967 2021-07-13 06:22:24,084 - mmaction - INFO - Epoch [181][80/1879] lr: 2.022e-02, eta: 1 day, 10:32:58, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7445, loss_cls: 2.0750, loss: 2.0750, grad_norm: 3.6745 2021-07-13 06:22:40,844 - mmaction - INFO - Epoch [181][100/1879] lr: 2.022e-02, eta: 1 day, 10:32:40, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7539, loss_cls: 2.0566, loss: 2.0566, grad_norm: 3.6452 2021-07-13 06:22:57,820 - mmaction - INFO - Epoch [181][120/1879] lr: 2.022e-02, eta: 1 day, 10:32:21, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5172, top5_acc: 0.7430, loss_cls: 2.1047, loss: 2.1047, grad_norm: 3.6955 2021-07-13 06:23:14,623 - mmaction - INFO - Epoch [181][140/1879] lr: 2.022e-02, eta: 1 day, 10:32:03, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7617, loss_cls: 2.0242, loss: 2.0242, grad_norm: 3.6115 2021-07-13 06:23:31,615 - mmaction - INFO - Epoch [181][160/1879] lr: 2.022e-02, eta: 1 day, 10:31:45, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5359, top5_acc: 0.7797, loss_cls: 1.9698, loss: 1.9698, grad_norm: 3.6601 2021-07-13 06:23:48,277 - mmaction - INFO - Epoch [181][180/1879] lr: 2.022e-02, eta: 1 day, 10:31:26, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7516, loss_cls: 2.0785, loss: 2.0785, grad_norm: 3.6718 2021-07-13 06:24:05,101 - mmaction - INFO - Epoch [181][200/1879] lr: 2.022e-02, eta: 1 day, 10:31:07, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5461, top5_acc: 0.7613, loss_cls: 2.0134, loss: 2.0134, grad_norm: 3.5180 2021-07-13 06:24:22,066 - mmaction - INFO - Epoch [181][220/1879] lr: 2.022e-02, eta: 1 day, 10:30:49, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7543, loss_cls: 2.0195, loss: 2.0195, grad_norm: 3.5823 2021-07-13 06:24:39,038 - mmaction - INFO - Epoch [181][240/1879] lr: 2.022e-02, eta: 1 day, 10:30:31, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5387, top5_acc: 0.7586, loss_cls: 2.0412, loss: 2.0412, grad_norm: 3.5396 2021-07-13 06:24:55,642 - mmaction - INFO - Epoch [181][260/1879] lr: 2.022e-02, eta: 1 day, 10:30:12, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7551, loss_cls: 2.0608, loss: 2.0608, grad_norm: 3.6240 2021-07-13 06:25:12,304 - mmaction - INFO - Epoch [181][280/1879] lr: 2.022e-02, eta: 1 day, 10:29:53, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7520, loss_cls: 2.0367, loss: 2.0367, grad_norm: 3.6138 2021-07-13 06:25:29,474 - mmaction - INFO - Epoch [181][300/1879] lr: 2.022e-02, eta: 1 day, 10:29:36, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7441, loss_cls: 2.0818, loss: 2.0818, grad_norm: 3.6860 2021-07-13 06:25:46,696 - mmaction - INFO - Epoch [181][320/1879] lr: 2.022e-02, eta: 1 day, 10:29:18, time: 0.860, data_time: 0.007, memory: 6454, top1_acc: 0.5117, top5_acc: 0.7422, loss_cls: 2.1398, loss: 2.1398, grad_norm: 3.7110 2021-07-13 06:26:03,732 - mmaction - INFO - Epoch [181][340/1879] lr: 2.022e-02, eta: 1 day, 10:29:00, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7547, loss_cls: 2.0584, loss: 2.0584, grad_norm: 3.6957 2021-07-13 06:26:20,423 - mmaction - INFO - Epoch [181][360/1879] lr: 2.022e-02, eta: 1 day, 10:28:41, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.5363, top5_acc: 0.7645, loss_cls: 2.0351, loss: 2.0351, grad_norm: 3.6723 2021-07-13 06:26:37,384 - mmaction - INFO - Epoch [181][380/1879] lr: 2.022e-02, eta: 1 day, 10:28:23, time: 0.848, data_time: 0.008, memory: 6454, top1_acc: 0.5074, top5_acc: 0.7469, loss_cls: 2.1261, loss: 2.1261, grad_norm: 3.8089 2021-07-13 06:26:54,340 - mmaction - INFO - Epoch [181][400/1879] lr: 2.022e-02, eta: 1 day, 10:28:04, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7559, loss_cls: 2.0654, loss: 2.0654, grad_norm: 3.7635 2021-07-13 06:27:11,381 - mmaction - INFO - Epoch [181][420/1879] lr: 2.022e-02, eta: 1 day, 10:27:46, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7285, loss_cls: 2.1793, loss: 2.1793, grad_norm: 3.7405 2021-07-13 06:27:28,357 - mmaction - INFO - Epoch [181][440/1879] lr: 2.022e-02, eta: 1 day, 10:27:28, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5348, top5_acc: 0.7652, loss_cls: 2.0226, loss: 2.0226, grad_norm: 3.6216 2021-07-13 06:27:45,305 - mmaction - INFO - Epoch [181][460/1879] lr: 2.022e-02, eta: 1 day, 10:27:10, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7527, loss_cls: 2.0387, loss: 2.0387, grad_norm: 3.6933 2021-07-13 06:28:02,425 - mmaction - INFO - Epoch [181][480/1879] lr: 2.022e-02, eta: 1 day, 10:26:52, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7570, loss_cls: 2.0834, loss: 2.0834, grad_norm: 3.8167 2021-07-13 06:28:19,264 - mmaction - INFO - Epoch [181][500/1879] lr: 2.022e-02, eta: 1 day, 10:26:34, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7520, loss_cls: 2.0339, loss: 2.0339, grad_norm: 3.6836 2021-07-13 06:28:36,317 - mmaction - INFO - Epoch [181][520/1879] lr: 2.022e-02, eta: 1 day, 10:26:15, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5320, top5_acc: 0.7586, loss_cls: 2.0625, loss: 2.0625, grad_norm: 3.7442 2021-07-13 06:28:53,323 - mmaction - INFO - Epoch [181][540/1879] lr: 2.022e-02, eta: 1 day, 10:25:57, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7566, loss_cls: 2.0555, loss: 2.0555, grad_norm: 3.6574 2021-07-13 06:29:10,213 - mmaction - INFO - Epoch [181][560/1879] lr: 2.022e-02, eta: 1 day, 10:25:39, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7434, loss_cls: 2.0872, loss: 2.0872, grad_norm: 3.6823 2021-07-13 06:29:27,239 - mmaction - INFO - Epoch [181][580/1879] lr: 2.022e-02, eta: 1 day, 10:25:21, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5262, top5_acc: 0.7590, loss_cls: 2.0429, loss: 2.0429, grad_norm: 3.7147 2021-07-13 06:29:44,348 - mmaction - INFO - Epoch [181][600/1879] lr: 2.022e-02, eta: 1 day, 10:25:03, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7504, loss_cls: 2.0853, loss: 2.0853, grad_norm: 3.6825 2021-07-13 06:30:01,165 - mmaction - INFO - Epoch [181][620/1879] lr: 2.022e-02, eta: 1 day, 10:24:44, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7539, loss_cls: 2.1018, loss: 2.1018, grad_norm: 3.7125 2021-07-13 06:30:18,234 - mmaction - INFO - Epoch [181][640/1879] lr: 2.022e-02, eta: 1 day, 10:24:26, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.5172, top5_acc: 0.7562, loss_cls: 2.0990, loss: 2.0990, grad_norm: 3.7436 2021-07-13 06:30:35,261 - mmaction - INFO - Epoch [181][660/1879] lr: 2.022e-02, eta: 1 day, 10:24:08, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7523, loss_cls: 2.0847, loss: 2.0847, grad_norm: 3.6948 2021-07-13 06:30:52,261 - mmaction - INFO - Epoch [181][680/1879] lr: 2.022e-02, eta: 1 day, 10:23:50, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7465, loss_cls: 2.1120, loss: 2.1120, grad_norm: 3.6666 2021-07-13 06:31:09,460 - mmaction - INFO - Epoch [181][700/1879] lr: 2.022e-02, eta: 1 day, 10:23:32, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7484, loss_cls: 2.1034, loss: 2.1034, grad_norm: 3.7169 2021-07-13 06:31:26,267 - mmaction - INFO - Epoch [181][720/1879] lr: 2.022e-02, eta: 1 day, 10:23:14, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5320, top5_acc: 0.7586, loss_cls: 2.0321, loss: 2.0321, grad_norm: 3.5891 2021-07-13 06:31:43,258 - mmaction - INFO - Epoch [181][740/1879] lr: 2.022e-02, eta: 1 day, 10:22:56, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7730, loss_cls: 2.0055, loss: 2.0055, grad_norm: 3.7108 2021-07-13 06:32:00,522 - mmaction - INFO - Epoch [181][760/1879] lr: 2.022e-02, eta: 1 day, 10:22:38, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7586, loss_cls: 2.0238, loss: 2.0238, grad_norm: 3.7194 2021-07-13 06:32:17,694 - mmaction - INFO - Epoch [181][780/1879] lr: 2.022e-02, eta: 1 day, 10:22:20, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7457, loss_cls: 2.0892, loss: 2.0892, grad_norm: 3.6790 2021-07-13 06:32:34,662 - mmaction - INFO - Epoch [181][800/1879] lr: 2.022e-02, eta: 1 day, 10:22:02, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7414, loss_cls: 2.0908, loss: 2.0908, grad_norm: 3.5870 2021-07-13 06:32:51,703 - mmaction - INFO - Epoch [181][820/1879] lr: 2.022e-02, eta: 1 day, 10:21:44, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7543, loss_cls: 2.0570, loss: 2.0570, grad_norm: 3.6647 2021-07-13 06:33:08,591 - mmaction - INFO - Epoch [181][840/1879] lr: 2.022e-02, eta: 1 day, 10:21:26, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5141, top5_acc: 0.7504, loss_cls: 2.1093, loss: 2.1093, grad_norm: 3.7545 2021-07-13 06:33:25,739 - mmaction - INFO - Epoch [181][860/1879] lr: 2.022e-02, eta: 1 day, 10:21:08, time: 0.858, data_time: 0.002, memory: 6454, top1_acc: 0.5355, top5_acc: 0.7566, loss_cls: 2.0442, loss: 2.0442, grad_norm: 3.6313 2021-07-13 06:33:42,667 - mmaction - INFO - Epoch [181][880/1879] lr: 2.022e-02, eta: 1 day, 10:20:49, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5211, top5_acc: 0.7535, loss_cls: 2.0568, loss: 2.0568, grad_norm: 3.6726 2021-07-13 06:33:59,613 - mmaction - INFO - Epoch [181][900/1879] lr: 2.022e-02, eta: 1 day, 10:20:31, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7504, loss_cls: 2.0597, loss: 2.0597, grad_norm: 3.6899 2021-07-13 06:34:16,529 - mmaction - INFO - Epoch [181][920/1879] lr: 2.022e-02, eta: 1 day, 10:20:13, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7516, loss_cls: 2.0472, loss: 2.0472, grad_norm: 3.6608 2021-07-13 06:34:33,476 - mmaction - INFO - Epoch [181][940/1879] lr: 2.022e-02, eta: 1 day, 10:19:55, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7523, loss_cls: 2.0884, loss: 2.0884, grad_norm: 3.7637 2021-07-13 06:34:50,553 - mmaction - INFO - Epoch [181][960/1879] lr: 2.022e-02, eta: 1 day, 10:19:37, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5102, top5_acc: 0.7457, loss_cls: 2.1282, loss: 2.1282, grad_norm: 3.7111 2021-07-13 06:35:07,477 - mmaction - INFO - Epoch [181][980/1879] lr: 2.022e-02, eta: 1 day, 10:19:18, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7547, loss_cls: 2.0712, loss: 2.0712, grad_norm: 3.6188 2021-07-13 06:35:24,286 - mmaction - INFO - Epoch [181][1000/1879] lr: 2.022e-02, eta: 1 day, 10:19:00, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7523, loss_cls: 2.0668, loss: 2.0668, grad_norm: 3.7189 2021-07-13 06:35:41,300 - mmaction - INFO - Epoch [181][1020/1879] lr: 2.022e-02, eta: 1 day, 10:18:42, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7465, loss_cls: 2.1202, loss: 2.1202, grad_norm: 3.7233 2021-07-13 06:35:58,381 - mmaction - INFO - Epoch [181][1040/1879] lr: 2.022e-02, eta: 1 day, 10:18:24, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7574, loss_cls: 2.0152, loss: 2.0152, grad_norm: 3.6236 2021-07-13 06:36:15,366 - mmaction - INFO - Epoch [181][1060/1879] lr: 2.022e-02, eta: 1 day, 10:18:06, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5051, top5_acc: 0.7480, loss_cls: 2.1291, loss: 2.1291, grad_norm: 3.7380 2021-07-13 06:36:32,335 - mmaction - INFO - Epoch [181][1080/1879] lr: 2.022e-02, eta: 1 day, 10:17:47, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7434, loss_cls: 2.0968, loss: 2.0968, grad_norm: 3.7724 2021-07-13 06:36:49,088 - mmaction - INFO - Epoch [181][1100/1879] lr: 2.022e-02, eta: 1 day, 10:17:29, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7637, loss_cls: 2.0325, loss: 2.0325, grad_norm: 3.6325 2021-07-13 06:37:05,902 - mmaction - INFO - Epoch [181][1120/1879] lr: 2.022e-02, eta: 1 day, 10:17:10, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7480, loss_cls: 2.1144, loss: 2.1144, grad_norm: 3.6986 2021-07-13 06:37:22,955 - mmaction - INFO - Epoch [181][1140/1879] lr: 2.022e-02, eta: 1 day, 10:16:52, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7500, loss_cls: 2.0809, loss: 2.0809, grad_norm: 3.7565 2021-07-13 06:37:39,840 - mmaction - INFO - Epoch [181][1160/1879] lr: 2.022e-02, eta: 1 day, 10:16:34, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7473, loss_cls: 2.0832, loss: 2.0832, grad_norm: 3.7094 2021-07-13 06:37:57,031 - mmaction - INFO - Epoch [181][1180/1879] lr: 2.022e-02, eta: 1 day, 10:16:16, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.5363, top5_acc: 0.7574, loss_cls: 2.0253, loss: 2.0253, grad_norm: 3.6125 2021-07-13 06:38:13,787 - mmaction - INFO - Epoch [181][1200/1879] lr: 2.022e-02, eta: 1 day, 10:15:58, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7520, loss_cls: 2.1109, loss: 2.1109, grad_norm: 3.7636 2021-07-13 06:38:30,655 - mmaction - INFO - Epoch [181][1220/1879] lr: 2.022e-02, eta: 1 day, 10:15:39, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7266, loss_cls: 2.1699, loss: 2.1699, grad_norm: 3.7087 2021-07-13 06:38:47,798 - mmaction - INFO - Epoch [181][1240/1879] lr: 2.022e-02, eta: 1 day, 10:15:21, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5086, top5_acc: 0.7441, loss_cls: 2.1131, loss: 2.1131, grad_norm: 3.6710 2021-07-13 06:39:04,985 - mmaction - INFO - Epoch [181][1260/1879] lr: 2.022e-02, eta: 1 day, 10:15:03, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7535, loss_cls: 2.0765, loss: 2.0765, grad_norm: 3.6866 2021-07-13 06:39:21,690 - mmaction - INFO - Epoch [181][1280/1879] lr: 2.022e-02, eta: 1 day, 10:14:45, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.5027, top5_acc: 0.7449, loss_cls: 2.0882, loss: 2.0882, grad_norm: 3.6376 2021-07-13 06:39:38,533 - mmaction - INFO - Epoch [181][1300/1879] lr: 2.022e-02, eta: 1 day, 10:14:27, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7547, loss_cls: 2.0780, loss: 2.0780, grad_norm: 3.6055 2021-07-13 06:39:55,607 - mmaction - INFO - Epoch [181][1320/1879] lr: 2.022e-02, eta: 1 day, 10:14:09, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7469, loss_cls: 2.1133, loss: 2.1133, grad_norm: 3.6753 2021-07-13 06:40:12,595 - mmaction - INFO - Epoch [181][1340/1879] lr: 2.022e-02, eta: 1 day, 10:13:50, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7695, loss_cls: 2.0373, loss: 2.0373, grad_norm: 3.6161 2021-07-13 06:40:29,495 - mmaction - INFO - Epoch [181][1360/1879] lr: 2.022e-02, eta: 1 day, 10:13:32, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5047, top5_acc: 0.7316, loss_cls: 2.1876, loss: 2.1876, grad_norm: 3.6849 2021-07-13 06:40:46,478 - mmaction - INFO - Epoch [181][1380/1879] lr: 2.022e-02, eta: 1 day, 10:13:14, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.4969, top5_acc: 0.7383, loss_cls: 2.1646, loss: 2.1646, grad_norm: 3.7018 2021-07-13 06:41:03,541 - mmaction - INFO - Epoch [181][1400/1879] lr: 2.022e-02, eta: 1 day, 10:12:56, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7508, loss_cls: 2.0568, loss: 2.0568, grad_norm: 3.6058 2021-07-13 06:41:20,636 - mmaction - INFO - Epoch [181][1420/1879] lr: 2.022e-02, eta: 1 day, 10:12:38, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7469, loss_cls: 2.0901, loss: 2.0901, grad_norm: 3.7493 2021-07-13 06:41:37,636 - mmaction - INFO - Epoch [181][1440/1879] lr: 2.022e-02, eta: 1 day, 10:12:20, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.5262, top5_acc: 0.7586, loss_cls: 2.0462, loss: 2.0462, grad_norm: 3.6200 2021-07-13 06:41:54,477 - mmaction - INFO - Epoch [181][1460/1879] lr: 2.022e-02, eta: 1 day, 10:12:01, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7535, loss_cls: 2.0701, loss: 2.0701, grad_norm: 3.6978 2021-07-13 06:42:11,479 - mmaction - INFO - Epoch [181][1480/1879] lr: 2.022e-02, eta: 1 day, 10:11:43, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7633, loss_cls: 2.0178, loss: 2.0178, grad_norm: 3.6077 2021-07-13 06:42:28,421 - mmaction - INFO - Epoch [181][1500/1879] lr: 2.022e-02, eta: 1 day, 10:11:25, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7656, loss_cls: 1.9661, loss: 1.9661, grad_norm: 3.6074 2021-07-13 06:42:45,565 - mmaction - INFO - Epoch [181][1520/1879] lr: 2.022e-02, eta: 1 day, 10:11:07, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7547, loss_cls: 2.0135, loss: 2.0135, grad_norm: 3.6501 2021-07-13 06:43:02,438 - mmaction - INFO - Epoch [181][1540/1879] lr: 2.022e-02, eta: 1 day, 10:10:49, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7547, loss_cls: 2.0684, loss: 2.0684, grad_norm: 3.7539 2021-07-13 06:43:19,353 - mmaction - INFO - Epoch [181][1560/1879] lr: 2.022e-02, eta: 1 day, 10:10:31, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7465, loss_cls: 2.0952, loss: 2.0952, grad_norm: 3.6938 2021-07-13 06:43:36,292 - mmaction - INFO - Epoch [181][1580/1879] lr: 2.022e-02, eta: 1 day, 10:10:12, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7441, loss_cls: 2.1121, loss: 2.1121, grad_norm: 3.6811 2021-07-13 06:43:53,268 - mmaction - INFO - Epoch [181][1600/1879] lr: 2.022e-02, eta: 1 day, 10:09:54, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5094, top5_acc: 0.7375, loss_cls: 2.1163, loss: 2.1163, grad_norm: 3.7458 2021-07-13 06:44:10,167 - mmaction - INFO - Epoch [181][1620/1879] lr: 2.022e-02, eta: 1 day, 10:09:36, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7414, loss_cls: 2.0840, loss: 2.0840, grad_norm: 3.6634 2021-07-13 06:44:27,299 - mmaction - INFO - Epoch [181][1640/1879] lr: 2.022e-02, eta: 1 day, 10:09:18, time: 0.858, data_time: 0.011, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7566, loss_cls: 2.0634, loss: 2.0634, grad_norm: 3.6450 2021-07-13 06:44:44,775 - mmaction - INFO - Epoch [181][1660/1879] lr: 2.022e-02, eta: 1 day, 10:09:01, time: 0.873, data_time: 0.002, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7520, loss_cls: 1.9955, loss: 1.9955, grad_norm: 3.5234 2021-07-13 06:45:01,838 - mmaction - INFO - Epoch [181][1680/1879] lr: 2.022e-02, eta: 1 day, 10:08:43, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5164, top5_acc: 0.7383, loss_cls: 2.1283, loss: 2.1283, grad_norm: 3.7130 2021-07-13 06:45:18,937 - mmaction - INFO - Epoch [181][1700/1879] lr: 2.022e-02, eta: 1 day, 10:08:25, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7562, loss_cls: 2.0511, loss: 2.0511, grad_norm: 3.5686 2021-07-13 06:45:35,865 - mmaction - INFO - Epoch [181][1720/1879] lr: 2.022e-02, eta: 1 day, 10:08:06, time: 0.848, data_time: 0.007, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7645, loss_cls: 2.0002, loss: 2.0002, grad_norm: 3.5974 2021-07-13 06:45:52,947 - mmaction - INFO - Epoch [181][1740/1879] lr: 2.022e-02, eta: 1 day, 10:07:48, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5211, top5_acc: 0.7609, loss_cls: 2.0504, loss: 2.0504, grad_norm: 3.6100 2021-07-13 06:46:10,093 - mmaction - INFO - Epoch [181][1760/1879] lr: 2.022e-02, eta: 1 day, 10:07:30, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5469, top5_acc: 0.7633, loss_cls: 1.9751, loss: 1.9751, grad_norm: 3.6678 2021-07-13 06:46:27,154 - mmaction - INFO - Epoch [181][1780/1879] lr: 2.022e-02, eta: 1 day, 10:07:12, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7457, loss_cls: 2.1027, loss: 2.1027, grad_norm: 3.8403 2021-07-13 06:46:43,843 - mmaction - INFO - Epoch [181][1800/1879] lr: 2.022e-02, eta: 1 day, 10:06:54, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7594, loss_cls: 2.0240, loss: 2.0240, grad_norm: 3.6382 2021-07-13 06:47:00,942 - mmaction - INFO - Epoch [181][1820/1879] lr: 2.022e-02, eta: 1 day, 10:06:36, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7469, loss_cls: 2.1058, loss: 2.1058, grad_norm: 3.6986 2021-07-13 06:47:17,933 - mmaction - INFO - Epoch [181][1840/1879] lr: 2.022e-02, eta: 1 day, 10:06:18, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7480, loss_cls: 2.1175, loss: 2.1175, grad_norm: 3.7656 2021-07-13 06:47:34,951 - mmaction - INFO - Epoch [181][1860/1879] lr: 2.022e-02, eta: 1 day, 10:06:00, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7555, loss_cls: 2.0908, loss: 2.0908, grad_norm: 3.7151 2021-07-13 06:49:54,548 - mmaction - INFO - Epoch [182][20/1879] lr: 1.972e-02, eta: 1 day, 10:07:49, time: 5.987, data_time: 4.997, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7602, loss_cls: 2.0204, loss: 2.0204, grad_norm: 3.6389 2021-07-13 06:50:10,961 - mmaction - INFO - Epoch [182][40/1879] lr: 1.972e-02, eta: 1 day, 10:07:29, time: 0.820, data_time: 0.004, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7562, loss_cls: 2.0523, loss: 2.0523, grad_norm: 3.6758 2021-07-13 06:50:27,627 - mmaction - INFO - Epoch [182][60/1879] lr: 1.972e-02, eta: 1 day, 10:07:11, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7531, loss_cls: 2.0501, loss: 2.0501, grad_norm: 3.7272 2021-07-13 06:50:44,399 - mmaction - INFO - Epoch [182][80/1879] lr: 1.972e-02, eta: 1 day, 10:06:52, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7512, loss_cls: 2.0877, loss: 2.0877, grad_norm: 3.7535 2021-07-13 06:51:01,497 - mmaction - INFO - Epoch [182][100/1879] lr: 1.972e-02, eta: 1 day, 10:06:34, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5172, top5_acc: 0.7453, loss_cls: 2.0693, loss: 2.0693, grad_norm: 3.6851 2021-07-13 06:51:18,375 - mmaction - INFO - Epoch [182][120/1879] lr: 1.972e-02, eta: 1 day, 10:06:16, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7625, loss_cls: 2.0150, loss: 2.0150, grad_norm: 3.7868 2021-07-13 06:51:35,395 - mmaction - INFO - Epoch [182][140/1879] lr: 1.972e-02, eta: 1 day, 10:05:58, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7508, loss_cls: 2.1001, loss: 2.1001, grad_norm: 3.7077 2021-07-13 06:51:52,190 - mmaction - INFO - Epoch [182][160/1879] lr: 1.972e-02, eta: 1 day, 10:05:39, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7504, loss_cls: 2.0504, loss: 2.0504, grad_norm: 3.7008 2021-07-13 06:52:09,268 - mmaction - INFO - Epoch [182][180/1879] lr: 1.972e-02, eta: 1 day, 10:05:21, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5348, top5_acc: 0.7695, loss_cls: 1.9702, loss: 1.9702, grad_norm: 3.6253 2021-07-13 06:52:26,410 - mmaction - INFO - Epoch [182][200/1879] lr: 1.972e-02, eta: 1 day, 10:05:03, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7520, loss_cls: 2.0392, loss: 2.0392, grad_norm: 3.6419 2021-07-13 06:52:43,231 - mmaction - INFO - Epoch [182][220/1879] lr: 1.972e-02, eta: 1 day, 10:04:45, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.5262, top5_acc: 0.7543, loss_cls: 2.0338, loss: 2.0338, grad_norm: 3.7674 2021-07-13 06:53:00,224 - mmaction - INFO - Epoch [182][240/1879] lr: 1.972e-02, eta: 1 day, 10:04:27, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7605, loss_cls: 2.0519, loss: 2.0519, grad_norm: 3.7761 2021-07-13 06:53:17,300 - mmaction - INFO - Epoch [182][260/1879] lr: 1.972e-02, eta: 1 day, 10:04:08, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.5363, top5_acc: 0.7562, loss_cls: 1.9790, loss: 1.9790, grad_norm: 3.6118 2021-07-13 06:53:34,525 - mmaction - INFO - Epoch [182][280/1879] lr: 1.972e-02, eta: 1 day, 10:03:51, time: 0.863, data_time: 0.003, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7449, loss_cls: 2.0665, loss: 2.0665, grad_norm: 3.7028 2021-07-13 06:53:51,478 - mmaction - INFO - Epoch [182][300/1879] lr: 1.972e-02, eta: 1 day, 10:03:32, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.5434, top5_acc: 0.7652, loss_cls: 2.0018, loss: 2.0018, grad_norm: 3.7195 2021-07-13 06:54:08,396 - mmaction - INFO - Epoch [182][320/1879] lr: 1.972e-02, eta: 1 day, 10:03:14, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7457, loss_cls: 2.1139, loss: 2.1139, grad_norm: 3.6397 2021-07-13 06:54:25,257 - mmaction - INFO - Epoch [182][340/1879] lr: 1.972e-02, eta: 1 day, 10:02:56, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5426, top5_acc: 0.7633, loss_cls: 2.0292, loss: 2.0292, grad_norm: 3.5604 2021-07-13 06:54:42,355 - mmaction - INFO - Epoch [182][360/1879] lr: 1.972e-02, eta: 1 day, 10:02:38, time: 0.856, data_time: 0.009, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7570, loss_cls: 2.0286, loss: 2.0286, grad_norm: 3.6330 2021-07-13 06:54:59,446 - mmaction - INFO - Epoch [182][380/1879] lr: 1.972e-02, eta: 1 day, 10:02:20, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7520, loss_cls: 2.0451, loss: 2.0451, grad_norm: 3.7148 2021-07-13 06:55:16,510 - mmaction - INFO - Epoch [182][400/1879] lr: 1.972e-02, eta: 1 day, 10:02:02, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7539, loss_cls: 2.0639, loss: 2.0639, grad_norm: 3.6883 2021-07-13 06:55:33,528 - mmaction - INFO - Epoch [182][420/1879] lr: 1.972e-02, eta: 1 day, 10:01:44, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7605, loss_cls: 1.9786, loss: 1.9786, grad_norm: 3.6081 2021-07-13 06:55:50,717 - mmaction - INFO - Epoch [182][440/1879] lr: 1.972e-02, eta: 1 day, 10:01:26, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7738, loss_cls: 1.9548, loss: 1.9548, grad_norm: 3.6209 2021-07-13 06:56:07,684 - mmaction - INFO - Epoch [182][460/1879] lr: 1.972e-02, eta: 1 day, 10:01:07, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5301, top5_acc: 0.7566, loss_cls: 2.0406, loss: 2.0406, grad_norm: 3.7012 2021-07-13 06:56:24,486 - mmaction - INFO - Epoch [182][480/1879] lr: 1.972e-02, eta: 1 day, 10:00:49, time: 0.845, data_time: 0.008, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7492, loss_cls: 2.0280, loss: 2.0280, grad_norm: 3.7038 2021-07-13 06:56:41,311 - mmaction - INFO - Epoch [182][500/1879] lr: 1.972e-02, eta: 1 day, 10:00:30, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7562, loss_cls: 2.0348, loss: 2.0348, grad_norm: 3.7647 2021-07-13 06:56:58,151 - mmaction - INFO - Epoch [182][520/1879] lr: 1.972e-02, eta: 1 day, 10:00:12, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5211, top5_acc: 0.7473, loss_cls: 2.1009, loss: 2.1009, grad_norm: 3.7496 2021-07-13 06:57:15,038 - mmaction - INFO - Epoch [182][540/1879] lr: 1.972e-02, eta: 1 day, 9:59:54, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7590, loss_cls: 2.0271, loss: 2.0271, grad_norm: 3.6360 2021-07-13 06:57:31,803 - mmaction - INFO - Epoch [182][560/1879] lr: 1.972e-02, eta: 1 day, 9:59:35, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7578, loss_cls: 2.1057, loss: 2.1057, grad_norm: 3.7562 2021-07-13 06:57:48,858 - mmaction - INFO - Epoch [182][580/1879] lr: 1.972e-02, eta: 1 day, 9:59:17, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5211, top5_acc: 0.7617, loss_cls: 2.0729, loss: 2.0729, grad_norm: 3.7470 2021-07-13 06:58:05,561 - mmaction - INFO - Epoch [182][600/1879] lr: 1.972e-02, eta: 1 day, 9:58:58, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7543, loss_cls: 2.0425, loss: 2.0425, grad_norm: 3.5977 2021-07-13 06:58:22,292 - mmaction - INFO - Epoch [182][620/1879] lr: 1.972e-02, eta: 1 day, 9:58:40, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.5262, top5_acc: 0.7578, loss_cls: 2.0531, loss: 2.0531, grad_norm: 3.6510 2021-07-13 06:58:39,308 - mmaction - INFO - Epoch [182][640/1879] lr: 1.972e-02, eta: 1 day, 9:58:22, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7605, loss_cls: 2.0153, loss: 2.0153, grad_norm: 3.6465 2021-07-13 06:58:56,097 - mmaction - INFO - Epoch [182][660/1879] lr: 1.972e-02, eta: 1 day, 9:58:03, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7602, loss_cls: 2.0260, loss: 2.0260, grad_norm: 3.7313 2021-07-13 06:59:13,042 - mmaction - INFO - Epoch [182][680/1879] lr: 1.972e-02, eta: 1 day, 9:57:45, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7730, loss_cls: 2.0079, loss: 2.0079, grad_norm: 3.7216 2021-07-13 06:59:30,048 - mmaction - INFO - Epoch [182][700/1879] lr: 1.972e-02, eta: 1 day, 9:57:27, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7430, loss_cls: 2.1227, loss: 2.1227, grad_norm: 3.7762 2021-07-13 06:59:46,886 - mmaction - INFO - Epoch [182][720/1879] lr: 1.972e-02, eta: 1 day, 9:57:08, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7551, loss_cls: 2.0757, loss: 2.0757, grad_norm: 3.6551 2021-07-13 07:00:03,840 - mmaction - INFO - Epoch [182][740/1879] lr: 1.972e-02, eta: 1 day, 9:56:50, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7426, loss_cls: 2.1060, loss: 2.1060, grad_norm: 3.6352 2021-07-13 07:00:20,920 - mmaction - INFO - Epoch [182][760/1879] lr: 1.972e-02, eta: 1 day, 9:56:32, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7582, loss_cls: 2.0454, loss: 2.0454, grad_norm: 3.6413 2021-07-13 07:00:37,764 - mmaction - INFO - Epoch [182][780/1879] lr: 1.972e-02, eta: 1 day, 9:56:14, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7477, loss_cls: 2.0737, loss: 2.0737, grad_norm: 3.7176 2021-07-13 07:00:54,616 - mmaction - INFO - Epoch [182][800/1879] lr: 1.972e-02, eta: 1 day, 9:55:55, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5344, top5_acc: 0.7578, loss_cls: 2.0340, loss: 2.0340, grad_norm: 3.5999 2021-07-13 07:01:11,436 - mmaction - INFO - Epoch [182][820/1879] lr: 1.972e-02, eta: 1 day, 9:55:37, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7574, loss_cls: 2.0817, loss: 2.0817, grad_norm: 3.7089 2021-07-13 07:01:28,215 - mmaction - INFO - Epoch [182][840/1879] lr: 1.972e-02, eta: 1 day, 9:55:18, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7605, loss_cls: 2.0421, loss: 2.0421, grad_norm: 3.7196 2021-07-13 07:01:44,859 - mmaction - INFO - Epoch [182][860/1879] lr: 1.972e-02, eta: 1 day, 9:55:00, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7602, loss_cls: 2.0666, loss: 2.0666, grad_norm: 3.6376 2021-07-13 07:02:01,871 - mmaction - INFO - Epoch [182][880/1879] lr: 1.972e-02, eta: 1 day, 9:54:41, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7586, loss_cls: 2.0224, loss: 2.0224, grad_norm: 3.7446 2021-07-13 07:02:18,778 - mmaction - INFO - Epoch [182][900/1879] lr: 1.972e-02, eta: 1 day, 9:54:23, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7488, loss_cls: 2.1169, loss: 2.1169, grad_norm: 3.7548 2021-07-13 07:02:35,789 - mmaction - INFO - Epoch [182][920/1879] lr: 1.972e-02, eta: 1 day, 9:54:05, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7664, loss_cls: 1.9901, loss: 1.9901, grad_norm: 3.6024 2021-07-13 07:02:52,618 - mmaction - INFO - Epoch [182][940/1879] lr: 1.972e-02, eta: 1 day, 9:53:47, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.5172, top5_acc: 0.7477, loss_cls: 2.0685, loss: 2.0685, grad_norm: 3.7179 2021-07-13 07:03:09,694 - mmaction - INFO - Epoch [182][960/1879] lr: 1.972e-02, eta: 1 day, 9:53:29, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7520, loss_cls: 2.0654, loss: 2.0654, grad_norm: 3.7024 2021-07-13 07:03:26,778 - mmaction - INFO - Epoch [182][980/1879] lr: 1.972e-02, eta: 1 day, 9:53:11, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7621, loss_cls: 2.0516, loss: 2.0516, grad_norm: 3.6988 2021-07-13 07:03:43,731 - mmaction - INFO - Epoch [182][1000/1879] lr: 1.972e-02, eta: 1 day, 9:52:52, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5020, top5_acc: 0.7438, loss_cls: 2.1230, loss: 2.1230, grad_norm: 3.7341 2021-07-13 07:04:00,836 - mmaction - INFO - Epoch [182][1020/1879] lr: 1.972e-02, eta: 1 day, 9:52:34, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5156, top5_acc: 0.7348, loss_cls: 2.0968, loss: 2.0968, grad_norm: 3.7196 2021-07-13 07:04:17,713 - mmaction - INFO - Epoch [182][1040/1879] lr: 1.972e-02, eta: 1 day, 9:52:16, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7449, loss_cls: 2.1072, loss: 2.1072, grad_norm: 3.5819 2021-07-13 07:04:34,760 - mmaction - INFO - Epoch [182][1060/1879] lr: 1.972e-02, eta: 1 day, 9:51:58, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5172, top5_acc: 0.7480, loss_cls: 2.0627, loss: 2.0627, grad_norm: 3.6997 2021-07-13 07:04:51,670 - mmaction - INFO - Epoch [182][1080/1879] lr: 1.972e-02, eta: 1 day, 9:51:40, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7602, loss_cls: 2.0254, loss: 2.0254, grad_norm: 3.6612 2021-07-13 07:05:08,384 - mmaction - INFO - Epoch [182][1100/1879] lr: 1.972e-02, eta: 1 day, 9:51:21, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7367, loss_cls: 2.1302, loss: 2.1302, grad_norm: 3.7768 2021-07-13 07:05:25,441 - mmaction - INFO - Epoch [182][1120/1879] lr: 1.972e-02, eta: 1 day, 9:51:03, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7434, loss_cls: 2.0876, loss: 2.0876, grad_norm: 3.7103 2021-07-13 07:05:42,548 - mmaction - INFO - Epoch [182][1140/1879] lr: 1.972e-02, eta: 1 day, 9:50:45, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7508, loss_cls: 2.0509, loss: 2.0509, grad_norm: 3.6743 2021-07-13 07:05:59,398 - mmaction - INFO - Epoch [182][1160/1879] lr: 1.972e-02, eta: 1 day, 9:50:27, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7516, loss_cls: 2.0847, loss: 2.0847, grad_norm: 3.6255 2021-07-13 07:06:16,230 - mmaction - INFO - Epoch [182][1180/1879] lr: 1.972e-02, eta: 1 day, 9:50:08, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7566, loss_cls: 2.0407, loss: 2.0407, grad_norm: 3.6329 2021-07-13 07:06:33,176 - mmaction - INFO - Epoch [182][1200/1879] lr: 1.972e-02, eta: 1 day, 9:49:50, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7496, loss_cls: 2.0864, loss: 2.0864, grad_norm: 3.5706 2021-07-13 07:06:50,054 - mmaction - INFO - Epoch [182][1220/1879] lr: 1.972e-02, eta: 1 day, 9:49:32, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7508, loss_cls: 2.1097, loss: 2.1097, grad_norm: 3.6306 2021-07-13 07:07:06,935 - mmaction - INFO - Epoch [182][1240/1879] lr: 1.972e-02, eta: 1 day, 9:49:13, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5066, top5_acc: 0.7574, loss_cls: 2.1297, loss: 2.1297, grad_norm: 3.7519 2021-07-13 07:07:23,958 - mmaction - INFO - Epoch [182][1260/1879] lr: 1.972e-02, eta: 1 day, 9:48:55, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7551, loss_cls: 2.0527, loss: 2.0527, grad_norm: 3.6256 2021-07-13 07:07:41,031 - mmaction - INFO - Epoch [182][1280/1879] lr: 1.972e-02, eta: 1 day, 9:48:37, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7438, loss_cls: 2.0744, loss: 2.0744, grad_norm: 3.7225 2021-07-13 07:07:57,973 - mmaction - INFO - Epoch [182][1300/1879] lr: 1.972e-02, eta: 1 day, 9:48:19, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7531, loss_cls: 2.0418, loss: 2.0418, grad_norm: 3.6486 2021-07-13 07:08:15,100 - mmaction - INFO - Epoch [182][1320/1879] lr: 1.972e-02, eta: 1 day, 9:48:01, time: 0.856, data_time: 0.007, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7375, loss_cls: 2.1582, loss: 2.1582, grad_norm: 3.7866 2021-07-13 07:08:31,949 - mmaction - INFO - Epoch [182][1340/1879] lr: 1.972e-02, eta: 1 day, 9:47:43, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7344, loss_cls: 2.1287, loss: 2.1287, grad_norm: 3.7450 2021-07-13 07:08:48,849 - mmaction - INFO - Epoch [182][1360/1879] lr: 1.972e-02, eta: 1 day, 9:47:25, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7586, loss_cls: 2.0236, loss: 2.0236, grad_norm: 3.5818 2021-07-13 07:09:05,723 - mmaction - INFO - Epoch [182][1380/1879] lr: 1.972e-02, eta: 1 day, 9:47:06, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7496, loss_cls: 2.0857, loss: 2.0857, grad_norm: 3.6970 2021-07-13 07:09:23,016 - mmaction - INFO - Epoch [182][1400/1879] lr: 1.972e-02, eta: 1 day, 9:46:49, time: 0.864, data_time: 0.003, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7621, loss_cls: 2.0450, loss: 2.0450, grad_norm: 3.6964 2021-07-13 07:09:40,144 - mmaction - INFO - Epoch [182][1420/1879] lr: 1.972e-02, eta: 1 day, 9:46:31, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7527, loss_cls: 2.0654, loss: 2.0654, grad_norm: 3.7047 2021-07-13 07:09:56,972 - mmaction - INFO - Epoch [182][1440/1879] lr: 1.972e-02, eta: 1 day, 9:46:12, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7383, loss_cls: 2.1162, loss: 2.1162, grad_norm: 3.8539 2021-07-13 07:10:13,945 - mmaction - INFO - Epoch [182][1460/1879] lr: 1.972e-02, eta: 1 day, 9:45:54, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5215, top5_acc: 0.7586, loss_cls: 2.0877, loss: 2.0877, grad_norm: 3.7557 2021-07-13 07:10:30,900 - mmaction - INFO - Epoch [182][1480/1879] lr: 1.972e-02, eta: 1 day, 9:45:36, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7445, loss_cls: 2.0751, loss: 2.0751, grad_norm: 3.6392 2021-07-13 07:10:48,044 - mmaction - INFO - Epoch [182][1500/1879] lr: 1.972e-02, eta: 1 day, 9:45:18, time: 0.860, data_time: 0.007, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7473, loss_cls: 2.0780, loss: 2.0780, grad_norm: 3.7170 2021-07-13 07:11:04,887 - mmaction - INFO - Epoch [182][1520/1879] lr: 1.972e-02, eta: 1 day, 9:45:00, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7457, loss_cls: 2.0711, loss: 2.0711, grad_norm: 3.7054 2021-07-13 07:11:21,605 - mmaction - INFO - Epoch [182][1540/1879] lr: 1.972e-02, eta: 1 day, 9:44:41, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5211, top5_acc: 0.7531, loss_cls: 2.0793, loss: 2.0793, grad_norm: 3.6806 2021-07-13 07:11:38,587 - mmaction - INFO - Epoch [182][1560/1879] lr: 1.972e-02, eta: 1 day, 9:44:23, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7453, loss_cls: 2.0736, loss: 2.0736, grad_norm: 3.7325 2021-07-13 07:11:55,449 - mmaction - INFO - Epoch [182][1580/1879] lr: 1.972e-02, eta: 1 day, 9:44:04, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5461, top5_acc: 0.7652, loss_cls: 2.0154, loss: 2.0154, grad_norm: 3.7187 2021-07-13 07:12:12,612 - mmaction - INFO - Epoch [182][1600/1879] lr: 1.972e-02, eta: 1 day, 9:43:46, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7398, loss_cls: 2.1174, loss: 2.1174, grad_norm: 3.7538 2021-07-13 07:12:29,728 - mmaction - INFO - Epoch [182][1620/1879] lr: 1.972e-02, eta: 1 day, 9:43:29, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5387, top5_acc: 0.7578, loss_cls: 2.0414, loss: 2.0414, grad_norm: 3.6954 2021-07-13 07:12:46,740 - mmaction - INFO - Epoch [182][1640/1879] lr: 1.972e-02, eta: 1 day, 9:43:10, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7488, loss_cls: 2.0642, loss: 2.0642, grad_norm: 3.7022 2021-07-13 07:13:03,656 - mmaction - INFO - Epoch [182][1660/1879] lr: 1.972e-02, eta: 1 day, 9:42:52, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.4980, top5_acc: 0.7391, loss_cls: 2.1857, loss: 2.1857, grad_norm: 3.8134 2021-07-13 07:13:20,712 - mmaction - INFO - Epoch [182][1680/1879] lr: 1.972e-02, eta: 1 day, 9:42:34, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7613, loss_cls: 2.0347, loss: 2.0347, grad_norm: 3.7079 2021-07-13 07:13:37,688 - mmaction - INFO - Epoch [182][1700/1879] lr: 1.972e-02, eta: 1 day, 9:42:16, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.4992, top5_acc: 0.7387, loss_cls: 2.1435, loss: 2.1435, grad_norm: 3.7705 2021-07-13 07:13:54,945 - mmaction - INFO - Epoch [182][1720/1879] lr: 1.972e-02, eta: 1 day, 9:41:58, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7531, loss_cls: 2.0284, loss: 2.0284, grad_norm: 3.7027 2021-07-13 07:14:12,015 - mmaction - INFO - Epoch [182][1740/1879] lr: 1.972e-02, eta: 1 day, 9:41:40, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5148, top5_acc: 0.7469, loss_cls: 2.1182, loss: 2.1182, grad_norm: 3.7580 2021-07-13 07:14:29,186 - mmaction - INFO - Epoch [182][1760/1879] lr: 1.972e-02, eta: 1 day, 9:41:22, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7441, loss_cls: 2.1341, loss: 2.1341, grad_norm: 3.7484 2021-07-13 07:14:46,328 - mmaction - INFO - Epoch [182][1780/1879] lr: 1.972e-02, eta: 1 day, 9:41:05, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7469, loss_cls: 2.1013, loss: 2.1013, grad_norm: 3.7436 2021-07-13 07:15:03,383 - mmaction - INFO - Epoch [182][1800/1879] lr: 1.972e-02, eta: 1 day, 9:40:47, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7492, loss_cls: 2.0945, loss: 2.0945, grad_norm: 3.6417 2021-07-13 07:15:20,463 - mmaction - INFO - Epoch [182][1820/1879] lr: 1.972e-02, eta: 1 day, 9:40:29, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7535, loss_cls: 2.0525, loss: 2.0525, grad_norm: 3.6710 2021-07-13 07:15:37,399 - mmaction - INFO - Epoch [182][1840/1879] lr: 1.972e-02, eta: 1 day, 9:40:10, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7527, loss_cls: 2.0369, loss: 2.0369, grad_norm: 3.5700 2021-07-13 07:15:54,444 - mmaction - INFO - Epoch [182][1860/1879] lr: 1.972e-02, eta: 1 day, 9:39:52, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5293, top5_acc: 0.7387, loss_cls: 2.1212, loss: 2.1212, grad_norm: 3.6645 2021-07-13 07:17:51,100 - mmaction - INFO - Epoch [183][20/1879] lr: 1.924e-02, eta: 1 day, 9:40:50, time: 4.538, data_time: 3.171, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7723, loss_cls: 1.9836, loss: 1.9836, grad_norm: 3.6788 2021-07-13 07:18:07,749 - mmaction - INFO - Epoch [183][40/1879] lr: 1.924e-02, eta: 1 day, 9:40:31, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7566, loss_cls: 2.0093, loss: 2.0093, grad_norm: 3.6966 2021-07-13 07:18:24,473 - mmaction - INFO - Epoch [183][60/1879] lr: 1.924e-02, eta: 1 day, 9:40:12, time: 0.834, data_time: 0.006, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7637, loss_cls: 2.0355, loss: 2.0355, grad_norm: 3.7098 2021-07-13 07:18:41,343 - mmaction - INFO - Epoch [183][80/1879] lr: 1.924e-02, eta: 1 day, 9:39:54, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7590, loss_cls: 2.0381, loss: 2.0381, grad_norm: 3.7376 2021-07-13 07:18:58,274 - mmaction - INFO - Epoch [183][100/1879] lr: 1.924e-02, eta: 1 day, 9:39:36, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7648, loss_cls: 1.9623, loss: 1.9623, grad_norm: 3.6396 2021-07-13 07:19:15,209 - mmaction - INFO - Epoch [183][120/1879] lr: 1.924e-02, eta: 1 day, 9:39:17, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7641, loss_cls: 1.9697, loss: 1.9697, grad_norm: 3.6412 2021-07-13 07:19:31,829 - mmaction - INFO - Epoch [183][140/1879] lr: 1.924e-02, eta: 1 day, 9:38:59, time: 0.831, data_time: 0.006, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0548, loss: 2.0548, grad_norm: 3.7772 2021-07-13 07:19:48,545 - mmaction - INFO - Epoch [183][160/1879] lr: 1.924e-02, eta: 1 day, 9:38:40, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.5359, top5_acc: 0.7633, loss_cls: 2.0093, loss: 2.0093, grad_norm: 3.6819 2021-07-13 07:20:05,644 - mmaction - INFO - Epoch [183][180/1879] lr: 1.924e-02, eta: 1 day, 9:38:22, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7605, loss_cls: 2.0200, loss: 2.0200, grad_norm: 3.7579 2021-07-13 07:20:22,667 - mmaction - INFO - Epoch [183][200/1879] lr: 1.924e-02, eta: 1 day, 9:38:04, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7449, loss_cls: 2.1034, loss: 2.1034, grad_norm: 3.8000 2021-07-13 07:20:39,749 - mmaction - INFO - Epoch [183][220/1879] lr: 1.924e-02, eta: 1 day, 9:37:46, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7645, loss_cls: 1.9789, loss: 1.9789, grad_norm: 3.6505 2021-07-13 07:20:56,692 - mmaction - INFO - Epoch [183][240/1879] lr: 1.924e-02, eta: 1 day, 9:37:28, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5215, top5_acc: 0.7547, loss_cls: 2.0569, loss: 2.0569, grad_norm: 3.7082 2021-07-13 07:21:13,349 - mmaction - INFO - Epoch [183][260/1879] lr: 1.924e-02, eta: 1 day, 9:37:09, time: 0.835, data_time: 0.006, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7613, loss_cls: 2.0000, loss: 2.0000, grad_norm: 3.5741 2021-07-13 07:21:30,285 - mmaction - INFO - Epoch [183][280/1879] lr: 1.924e-02, eta: 1 day, 9:36:51, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7484, loss_cls: 2.1063, loss: 2.1063, grad_norm: 3.7498 2021-07-13 07:21:47,238 - mmaction - INFO - Epoch [183][300/1879] lr: 1.924e-02, eta: 1 day, 9:36:32, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5293, top5_acc: 0.7480, loss_cls: 2.0425, loss: 2.0425, grad_norm: 3.6423 2021-07-13 07:22:04,460 - mmaction - INFO - Epoch [183][320/1879] lr: 1.924e-02, eta: 1 day, 9:36:15, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7438, loss_cls: 2.0741, loss: 2.0741, grad_norm: 3.7257 2021-07-13 07:22:21,364 - mmaction - INFO - Epoch [183][340/1879] lr: 1.924e-02, eta: 1 day, 9:35:56, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7496, loss_cls: 2.1102, loss: 2.1102, grad_norm: 3.7693 2021-07-13 07:22:38,230 - mmaction - INFO - Epoch [183][360/1879] lr: 1.924e-02, eta: 1 day, 9:35:38, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7422, loss_cls: 2.1115, loss: 2.1115, grad_norm: 3.8464 2021-07-13 07:22:55,626 - mmaction - INFO - Epoch [183][380/1879] lr: 1.924e-02, eta: 1 day, 9:35:20, time: 0.869, data_time: 0.005, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7512, loss_cls: 2.0338, loss: 2.0338, grad_norm: 3.6604 2021-07-13 07:23:12,275 - mmaction - INFO - Epoch [183][400/1879] lr: 1.924e-02, eta: 1 day, 9:35:02, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7648, loss_cls: 1.9918, loss: 1.9918, grad_norm: 3.6850 2021-07-13 07:23:29,404 - mmaction - INFO - Epoch [183][420/1879] lr: 1.924e-02, eta: 1 day, 9:34:44, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5215, top5_acc: 0.7531, loss_cls: 2.0624, loss: 2.0624, grad_norm: 3.7469 2021-07-13 07:23:46,475 - mmaction - INFO - Epoch [183][440/1879] lr: 1.924e-02, eta: 1 day, 9:34:26, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7492, loss_cls: 2.0766, loss: 2.0766, grad_norm: 3.7264 2021-07-13 07:24:03,291 - mmaction - INFO - Epoch [183][460/1879] lr: 1.924e-02, eta: 1 day, 9:34:07, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7551, loss_cls: 2.0130, loss: 2.0130, grad_norm: 3.6888 2021-07-13 07:24:20,134 - mmaction - INFO - Epoch [183][480/1879] lr: 1.924e-02, eta: 1 day, 9:33:49, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5449, top5_acc: 0.7609, loss_cls: 2.0198, loss: 2.0198, grad_norm: 3.6574 2021-07-13 07:24:37,139 - mmaction - INFO - Epoch [183][500/1879] lr: 1.924e-02, eta: 1 day, 9:33:31, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7547, loss_cls: 2.0340, loss: 2.0340, grad_norm: 3.7232 2021-07-13 07:24:54,170 - mmaction - INFO - Epoch [183][520/1879] lr: 1.924e-02, eta: 1 day, 9:33:13, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5320, top5_acc: 0.7559, loss_cls: 2.0337, loss: 2.0337, grad_norm: 3.6939 2021-07-13 07:25:10,906 - mmaction - INFO - Epoch [183][540/1879] lr: 1.924e-02, eta: 1 day, 9:32:54, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7539, loss_cls: 2.0098, loss: 2.0098, grad_norm: 3.7474 2021-07-13 07:25:27,927 - mmaction - INFO - Epoch [183][560/1879] lr: 1.924e-02, eta: 1 day, 9:32:36, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7645, loss_cls: 2.0420, loss: 2.0420, grad_norm: 3.6334 2021-07-13 07:25:44,810 - mmaction - INFO - Epoch [183][580/1879] lr: 1.924e-02, eta: 1 day, 9:32:18, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7547, loss_cls: 2.0528, loss: 2.0528, grad_norm: 3.7262 2021-07-13 07:26:01,649 - mmaction - INFO - Epoch [183][600/1879] lr: 1.924e-02, eta: 1 day, 9:31:59, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5426, top5_acc: 0.7598, loss_cls: 1.9834, loss: 1.9834, grad_norm: 3.7033 2021-07-13 07:26:18,847 - mmaction - INFO - Epoch [183][620/1879] lr: 1.924e-02, eta: 1 day, 9:31:42, time: 0.859, data_time: 0.008, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 1.9749, loss: 1.9749, grad_norm: 3.6628 2021-07-13 07:26:35,762 - mmaction - INFO - Epoch [183][640/1879] lr: 1.924e-02, eta: 1 day, 9:31:23, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7621, loss_cls: 2.0239, loss: 2.0239, grad_norm: 3.7278 2021-07-13 07:26:53,017 - mmaction - INFO - Epoch [183][660/1879] lr: 1.924e-02, eta: 1 day, 9:31:06, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7562, loss_cls: 2.0804, loss: 2.0804, grad_norm: 3.7674 2021-07-13 07:27:09,864 - mmaction - INFO - Epoch [183][680/1879] lr: 1.924e-02, eta: 1 day, 9:30:47, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7621, loss_cls: 2.0447, loss: 2.0447, grad_norm: 3.8183 2021-07-13 07:27:27,018 - mmaction - INFO - Epoch [183][700/1879] lr: 1.924e-02, eta: 1 day, 9:30:29, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5164, top5_acc: 0.7426, loss_cls: 2.1261, loss: 2.1261, grad_norm: 3.8105 2021-07-13 07:27:44,162 - mmaction - INFO - Epoch [183][720/1879] lr: 1.924e-02, eta: 1 day, 9:30:11, time: 0.861, data_time: 0.007, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7449, loss_cls: 2.0851, loss: 2.0851, grad_norm: 3.7265 2021-07-13 07:28:01,067 - mmaction - INFO - Epoch [183][740/1879] lr: 1.924e-02, eta: 1 day, 9:29:53, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5410, top5_acc: 0.7613, loss_cls: 2.0115, loss: 2.0115, grad_norm: 3.6251 2021-07-13 07:28:18,102 - mmaction - INFO - Epoch [183][760/1879] lr: 1.924e-02, eta: 1 day, 9:29:35, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7645, loss_cls: 1.9940, loss: 1.9940, grad_norm: 3.7066 2021-07-13 07:28:35,032 - mmaction - INFO - Epoch [183][780/1879] lr: 1.924e-02, eta: 1 day, 9:29:17, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7441, loss_cls: 2.1064, loss: 2.1064, grad_norm: 3.7672 2021-07-13 07:28:52,222 - mmaction - INFO - Epoch [183][800/1879] lr: 1.924e-02, eta: 1 day, 9:28:59, time: 0.859, data_time: 0.002, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7656, loss_cls: 2.0008, loss: 2.0008, grad_norm: 3.7110 2021-07-13 07:29:09,232 - mmaction - INFO - Epoch [183][820/1879] lr: 1.924e-02, eta: 1 day, 9:28:41, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7680, loss_cls: 1.9658, loss: 1.9658, grad_norm: 3.6991 2021-07-13 07:29:26,309 - mmaction - INFO - Epoch [183][840/1879] lr: 1.924e-02, eta: 1 day, 9:28:23, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7500, loss_cls: 2.0589, loss: 2.0589, grad_norm: 3.8016 2021-07-13 07:29:43,408 - mmaction - INFO - Epoch [183][860/1879] lr: 1.924e-02, eta: 1 day, 9:28:05, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7426, loss_cls: 2.1057, loss: 2.1057, grad_norm: 3.8122 2021-07-13 07:30:00,154 - mmaction - INFO - Epoch [183][880/1879] lr: 1.924e-02, eta: 1 day, 9:27:46, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7602, loss_cls: 2.0549, loss: 2.0549, grad_norm: 3.7824 2021-07-13 07:30:17,212 - mmaction - INFO - Epoch [183][900/1879] lr: 1.924e-02, eta: 1 day, 9:27:28, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7523, loss_cls: 2.0670, loss: 2.0670, grad_norm: 3.7733 2021-07-13 07:30:34,219 - mmaction - INFO - Epoch [183][920/1879] lr: 1.924e-02, eta: 1 day, 9:27:10, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5262, top5_acc: 0.7484, loss_cls: 2.0942, loss: 2.0942, grad_norm: 3.7073 2021-07-13 07:30:51,243 - mmaction - INFO - Epoch [183][940/1879] lr: 1.924e-02, eta: 1 day, 9:26:52, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7637, loss_cls: 2.0187, loss: 2.0187, grad_norm: 3.7698 2021-07-13 07:31:07,870 - mmaction - INFO - Epoch [183][960/1879] lr: 1.924e-02, eta: 1 day, 9:26:33, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7453, loss_cls: 2.0774, loss: 2.0774, grad_norm: 3.6703 2021-07-13 07:31:24,893 - mmaction - INFO - Epoch [183][980/1879] lr: 1.924e-02, eta: 1 day, 9:26:15, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7422, loss_cls: 2.0833, loss: 2.0833, grad_norm: 3.7508 2021-07-13 07:31:42,010 - mmaction - INFO - Epoch [183][1000/1879] lr: 1.924e-02, eta: 1 day, 9:25:57, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7488, loss_cls: 2.0458, loss: 2.0458, grad_norm: 3.6710 2021-07-13 07:31:58,934 - mmaction - INFO - Epoch [183][1020/1879] lr: 1.924e-02, eta: 1 day, 9:25:39, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7453, loss_cls: 2.0724, loss: 2.0724, grad_norm: 3.6963 2021-07-13 07:32:15,673 - mmaction - INFO - Epoch [183][1040/1879] lr: 1.924e-02, eta: 1 day, 9:25:20, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7449, loss_cls: 2.1068, loss: 2.1068, grad_norm: 3.7240 2021-07-13 07:32:32,761 - mmaction - INFO - Epoch [183][1060/1879] lr: 1.924e-02, eta: 1 day, 9:25:02, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5363, top5_acc: 0.7594, loss_cls: 2.0189, loss: 2.0189, grad_norm: 3.6005 2021-07-13 07:32:49,768 - mmaction - INFO - Epoch [183][1080/1879] lr: 1.924e-02, eta: 1 day, 9:24:44, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.5215, top5_acc: 0.7449, loss_cls: 2.0862, loss: 2.0862, grad_norm: 3.7456 2021-07-13 07:33:06,656 - mmaction - INFO - Epoch [183][1100/1879] lr: 1.924e-02, eta: 1 day, 9:24:26, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7582, loss_cls: 2.0412, loss: 2.0412, grad_norm: 3.6842 2021-07-13 07:33:23,334 - mmaction - INFO - Epoch [183][1120/1879] lr: 1.924e-02, eta: 1 day, 9:24:07, time: 0.832, data_time: 0.006, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7363, loss_cls: 2.1410, loss: 2.1410, grad_norm: 3.7742 2021-07-13 07:33:40,464 - mmaction - INFO - Epoch [183][1140/1879] lr: 1.924e-02, eta: 1 day, 9:23:50, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7570, loss_cls: 2.0516, loss: 2.0516, grad_norm: 3.6331 2021-07-13 07:33:57,581 - mmaction - INFO - Epoch [183][1160/1879] lr: 1.924e-02, eta: 1 day, 9:23:31, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7484, loss_cls: 2.0946, loss: 2.0946, grad_norm: 3.7069 2021-07-13 07:34:14,458 - mmaction - INFO - Epoch [183][1180/1879] lr: 1.924e-02, eta: 1 day, 9:23:13, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7539, loss_cls: 2.0844, loss: 2.0844, grad_norm: 3.7677 2021-07-13 07:34:31,572 - mmaction - INFO - Epoch [183][1200/1879] lr: 1.924e-02, eta: 1 day, 9:22:55, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7473, loss_cls: 2.0477, loss: 2.0477, grad_norm: 3.6680 2021-07-13 07:34:48,542 - mmaction - INFO - Epoch [183][1220/1879] lr: 1.924e-02, eta: 1 day, 9:22:37, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7688, loss_cls: 2.0125, loss: 2.0125, grad_norm: 3.7465 2021-07-13 07:35:05,717 - mmaction - INFO - Epoch [183][1240/1879] lr: 1.924e-02, eta: 1 day, 9:22:19, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5359, top5_acc: 0.7594, loss_cls: 2.0055, loss: 2.0055, grad_norm: 3.6808 2021-07-13 07:35:22,806 - mmaction - INFO - Epoch [183][1260/1879] lr: 1.924e-02, eta: 1 day, 9:22:01, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7492, loss_cls: 2.0799, loss: 2.0799, grad_norm: 3.7303 2021-07-13 07:35:39,875 - mmaction - INFO - Epoch [183][1280/1879] lr: 1.924e-02, eta: 1 day, 9:21:43, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.5090, top5_acc: 0.7309, loss_cls: 2.1444, loss: 2.1444, grad_norm: 3.7892 2021-07-13 07:35:56,680 - mmaction - INFO - Epoch [183][1300/1879] lr: 1.924e-02, eta: 1 day, 9:21:25, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7520, loss_cls: 2.0344, loss: 2.0344, grad_norm: 3.7445 2021-07-13 07:36:13,822 - mmaction - INFO - Epoch [183][1320/1879] lr: 1.924e-02, eta: 1 day, 9:21:07, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7527, loss_cls: 2.0544, loss: 2.0544, grad_norm: 3.7462 2021-07-13 07:36:30,726 - mmaction - INFO - Epoch [183][1340/1879] lr: 1.924e-02, eta: 1 day, 9:20:49, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7617, loss_cls: 2.0376, loss: 2.0376, grad_norm: 3.6837 2021-07-13 07:36:47,774 - mmaction - INFO - Epoch [183][1360/1879] lr: 1.924e-02, eta: 1 day, 9:20:31, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7473, loss_cls: 2.0827, loss: 2.0827, grad_norm: 3.7381 2021-07-13 07:37:04,767 - mmaction - INFO - Epoch [183][1380/1879] lr: 1.924e-02, eta: 1 day, 9:20:12, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7449, loss_cls: 2.1095, loss: 2.1095, grad_norm: 3.7521 2021-07-13 07:37:21,866 - mmaction - INFO - Epoch [183][1400/1879] lr: 1.924e-02, eta: 1 day, 9:19:55, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7438, loss_cls: 2.1027, loss: 2.1027, grad_norm: 3.7217 2021-07-13 07:37:38,840 - mmaction - INFO - Epoch [183][1420/1879] lr: 1.924e-02, eta: 1 day, 9:19:36, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7609, loss_cls: 2.0066, loss: 2.0066, grad_norm: 3.6949 2021-07-13 07:37:55,941 - mmaction - INFO - Epoch [183][1440/1879] lr: 1.924e-02, eta: 1 day, 9:19:18, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5348, top5_acc: 0.7574, loss_cls: 2.0482, loss: 2.0482, grad_norm: 3.7031 2021-07-13 07:38:12,895 - mmaction - INFO - Epoch [183][1460/1879] lr: 1.924e-02, eta: 1 day, 9:19:00, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7676, loss_cls: 1.9808, loss: 1.9808, grad_norm: 3.7477 2021-07-13 07:38:30,020 - mmaction - INFO - Epoch [183][1480/1879] lr: 1.924e-02, eta: 1 day, 9:18:42, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7523, loss_cls: 2.0515, loss: 2.0515, grad_norm: 3.7648 2021-07-13 07:38:46,941 - mmaction - INFO - Epoch [183][1500/1879] lr: 1.924e-02, eta: 1 day, 9:18:24, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7562, loss_cls: 2.0932, loss: 2.0932, grad_norm: 3.7204 2021-07-13 07:39:04,080 - mmaction - INFO - Epoch [183][1520/1879] lr: 1.924e-02, eta: 1 day, 9:18:06, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5262, top5_acc: 0.7500, loss_cls: 2.0673, loss: 2.0673, grad_norm: 3.7187 2021-07-13 07:39:21,266 - mmaction - INFO - Epoch [183][1540/1879] lr: 1.924e-02, eta: 1 day, 9:17:48, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7598, loss_cls: 2.0245, loss: 2.0245, grad_norm: 3.7051 2021-07-13 07:39:38,189 - mmaction - INFO - Epoch [183][1560/1879] lr: 1.924e-02, eta: 1 day, 9:17:30, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7441, loss_cls: 2.0437, loss: 2.0437, grad_norm: 3.7828 2021-07-13 07:39:55,399 - mmaction - INFO - Epoch [183][1580/1879] lr: 1.924e-02, eta: 1 day, 9:17:12, time: 0.860, data_time: 0.001, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7746, loss_cls: 1.9913, loss: 1.9913, grad_norm: 3.7799 2021-07-13 07:40:12,547 - mmaction - INFO - Epoch [183][1600/1879] lr: 1.924e-02, eta: 1 day, 9:16:54, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7566, loss_cls: 2.0052, loss: 2.0052, grad_norm: 3.6579 2021-07-13 07:40:29,596 - mmaction - INFO - Epoch [183][1620/1879] lr: 1.924e-02, eta: 1 day, 9:16:36, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7578, loss_cls: 2.0441, loss: 2.0441, grad_norm: 3.7201 2021-07-13 07:40:46,725 - mmaction - INFO - Epoch [183][1640/1879] lr: 1.924e-02, eta: 1 day, 9:16:19, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7586, loss_cls: 2.0723, loss: 2.0723, grad_norm: 3.7601 2021-07-13 07:41:03,724 - mmaction - INFO - Epoch [183][1660/1879] lr: 1.924e-02, eta: 1 day, 9:16:00, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7574, loss_cls: 2.0577, loss: 2.0577, grad_norm: 3.6946 2021-07-13 07:41:20,691 - mmaction - INFO - Epoch [183][1680/1879] lr: 1.924e-02, eta: 1 day, 9:15:42, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7598, loss_cls: 2.0238, loss: 2.0238, grad_norm: 3.7767 2021-07-13 07:41:37,643 - mmaction - INFO - Epoch [183][1700/1879] lr: 1.924e-02, eta: 1 day, 9:15:24, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7559, loss_cls: 2.0534, loss: 2.0534, grad_norm: 3.8116 2021-07-13 07:41:54,643 - mmaction - INFO - Epoch [183][1720/1879] lr: 1.924e-02, eta: 1 day, 9:15:06, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7473, loss_cls: 2.1020, loss: 2.1020, grad_norm: 3.7700 2021-07-13 07:42:11,459 - mmaction - INFO - Epoch [183][1740/1879] lr: 1.924e-02, eta: 1 day, 9:14:47, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7578, loss_cls: 2.0552, loss: 2.0552, grad_norm: 3.7693 2021-07-13 07:42:28,418 - mmaction - INFO - Epoch [183][1760/1879] lr: 1.924e-02, eta: 1 day, 9:14:29, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7562, loss_cls: 2.0421, loss: 2.0421, grad_norm: 3.7410 2021-07-13 07:42:45,444 - mmaction - INFO - Epoch [183][1780/1879] lr: 1.924e-02, eta: 1 day, 9:14:11, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7477, loss_cls: 2.0609, loss: 2.0609, grad_norm: 3.6517 2021-07-13 07:43:02,341 - mmaction - INFO - Epoch [183][1800/1879] lr: 1.924e-02, eta: 1 day, 9:13:53, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7543, loss_cls: 2.0635, loss: 2.0635, grad_norm: 3.7320 2021-07-13 07:43:19,171 - mmaction - INFO - Epoch [183][1820/1879] lr: 1.924e-02, eta: 1 day, 9:13:35, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7496, loss_cls: 2.0801, loss: 2.0801, grad_norm: 3.7519 2021-07-13 07:43:36,133 - mmaction - INFO - Epoch [183][1840/1879] lr: 1.924e-02, eta: 1 day, 9:13:16, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7535, loss_cls: 2.0311, loss: 2.0311, grad_norm: 3.7391 2021-07-13 07:43:53,081 - mmaction - INFO - Epoch [183][1860/1879] lr: 1.924e-02, eta: 1 day, 9:12:58, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7633, loss_cls: 2.0432, loss: 2.0432, grad_norm: 3.7910 2021-07-13 07:46:04,650 - mmaction - INFO - Epoch [184][20/1879] lr: 1.876e-02, eta: 1 day, 9:14:24, time: 5.566, data_time: 4.595, memory: 6454, top1_acc: 0.5293, top5_acc: 0.7418, loss_cls: 2.0867, loss: 2.0867, grad_norm: 3.6757 2021-07-13 07:46:20,978 - mmaction - INFO - Epoch [184][40/1879] lr: 1.876e-02, eta: 1 day, 9:14:05, time: 0.818, data_time: 0.006, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7516, loss_cls: 2.0556, loss: 2.0556, grad_norm: 3.7131 2021-07-13 07:46:37,489 - mmaction - INFO - Epoch [184][60/1879] lr: 1.876e-02, eta: 1 day, 9:13:46, time: 0.820, data_time: 0.001, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7555, loss_cls: 2.0044, loss: 2.0044, grad_norm: 3.7348 2021-07-13 07:46:54,194 - mmaction - INFO - Epoch [184][80/1879] lr: 1.876e-02, eta: 1 day, 9:13:28, time: 0.841, data_time: 0.013, memory: 6454, top1_acc: 0.5348, top5_acc: 0.7555, loss_cls: 2.0238, loss: 2.0238, grad_norm: 3.8502 2021-07-13 07:47:11,064 - mmaction - INFO - Epoch [184][100/1879] lr: 1.876e-02, eta: 1 day, 9:13:09, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7574, loss_cls: 2.0239, loss: 2.0239, grad_norm: 3.7535 2021-07-13 07:47:27,775 - mmaction - INFO - Epoch [184][120/1879] lr: 1.876e-02, eta: 1 day, 9:12:51, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7648, loss_cls: 1.9905, loss: 1.9905, grad_norm: 3.6941 2021-07-13 07:47:44,761 - mmaction - INFO - Epoch [184][140/1879] lr: 1.876e-02, eta: 1 day, 9:12:33, time: 0.852, data_time: 0.008, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7684, loss_cls: 1.9338, loss: 1.9338, grad_norm: 3.6564 2021-07-13 07:48:01,597 - mmaction - INFO - Epoch [184][160/1879] lr: 1.876e-02, eta: 1 day, 9:12:14, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5172, top5_acc: 0.7496, loss_cls: 2.1076, loss: 2.1076, grad_norm: 3.9013 2021-07-13 07:48:18,377 - mmaction - INFO - Epoch [184][180/1879] lr: 1.876e-02, eta: 1 day, 9:11:56, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7543, loss_cls: 2.0184, loss: 2.0184, grad_norm: 3.7766 2021-07-13 07:48:35,476 - mmaction - INFO - Epoch [184][200/1879] lr: 1.876e-02, eta: 1 day, 9:11:38, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7465, loss_cls: 2.1031, loss: 2.1031, grad_norm: 3.8505 2021-07-13 07:48:52,612 - mmaction - INFO - Epoch [184][220/1879] lr: 1.876e-02, eta: 1 day, 9:11:20, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5449, top5_acc: 0.7633, loss_cls: 1.9534, loss: 1.9534, grad_norm: 3.7372 2021-07-13 07:49:09,691 - mmaction - INFO - Epoch [184][240/1879] lr: 1.876e-02, eta: 1 day, 9:11:02, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7520, loss_cls: 2.0450, loss: 2.0450, grad_norm: 3.6956 2021-07-13 07:49:26,720 - mmaction - INFO - Epoch [184][260/1879] lr: 1.876e-02, eta: 1 day, 9:10:44, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7551, loss_cls: 2.0344, loss: 2.0344, grad_norm: 3.7017 2021-07-13 07:49:43,715 - mmaction - INFO - Epoch [184][280/1879] lr: 1.876e-02, eta: 1 day, 9:10:26, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7641, loss_cls: 1.9814, loss: 1.9814, grad_norm: 3.7127 2021-07-13 07:50:00,637 - mmaction - INFO - Epoch [184][300/1879] lr: 1.876e-02, eta: 1 day, 9:10:07, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7590, loss_cls: 2.0515, loss: 2.0515, grad_norm: 3.7048 2021-07-13 07:50:17,792 - mmaction - INFO - Epoch [184][320/1879] lr: 1.876e-02, eta: 1 day, 9:09:49, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5375, top5_acc: 0.7484, loss_cls: 2.0353, loss: 2.0353, grad_norm: 3.6811 2021-07-13 07:50:34,526 - mmaction - INFO - Epoch [184][340/1879] lr: 1.876e-02, eta: 1 day, 9:09:31, time: 0.838, data_time: 0.007, memory: 6454, top1_acc: 0.5363, top5_acc: 0.7691, loss_cls: 1.9888, loss: 1.9888, grad_norm: 3.8350 2021-07-13 07:50:51,206 - mmaction - INFO - Epoch [184][360/1879] lr: 1.876e-02, eta: 1 day, 9:09:12, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7414, loss_cls: 2.0944, loss: 2.0944, grad_norm: 3.8155 2021-07-13 07:51:08,155 - mmaction - INFO - Epoch [184][380/1879] lr: 1.876e-02, eta: 1 day, 9:08:54, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7469, loss_cls: 2.0953, loss: 2.0953, grad_norm: 3.7994 2021-07-13 07:51:25,227 - mmaction - INFO - Epoch [184][400/1879] lr: 1.876e-02, eta: 1 day, 9:08:36, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7477, loss_cls: 2.0954, loss: 2.0954, grad_norm: 3.8620 2021-07-13 07:51:42,284 - mmaction - INFO - Epoch [184][420/1879] lr: 1.876e-02, eta: 1 day, 9:08:18, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5414, top5_acc: 0.7676, loss_cls: 2.0072, loss: 2.0072, grad_norm: 3.6872 2021-07-13 07:51:59,238 - mmaction - INFO - Epoch [184][440/1879] lr: 1.876e-02, eta: 1 day, 9:08:00, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7469, loss_cls: 2.0693, loss: 2.0693, grad_norm: 3.6960 2021-07-13 07:52:16,291 - mmaction - INFO - Epoch [184][460/1879] lr: 1.876e-02, eta: 1 day, 9:07:42, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7660, loss_cls: 1.9439, loss: 1.9439, grad_norm: 3.6264 2021-07-13 07:52:33,121 - mmaction - INFO - Epoch [184][480/1879] lr: 1.876e-02, eta: 1 day, 9:07:23, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7559, loss_cls: 2.0471, loss: 2.0471, grad_norm: 3.8151 2021-07-13 07:52:49,984 - mmaction - INFO - Epoch [184][500/1879] lr: 1.876e-02, eta: 1 day, 9:07:05, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7555, loss_cls: 2.0413, loss: 2.0413, grad_norm: 3.9035 2021-07-13 07:53:07,228 - mmaction - INFO - Epoch [184][520/1879] lr: 1.876e-02, eta: 1 day, 9:06:47, time: 0.864, data_time: 0.004, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7492, loss_cls: 2.0671, loss: 2.0671, grad_norm: 3.8171 2021-07-13 07:53:24,444 - mmaction - INFO - Epoch [184][540/1879] lr: 1.876e-02, eta: 1 day, 9:06:29, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.5387, top5_acc: 0.7566, loss_cls: 2.0192, loss: 2.0192, grad_norm: 3.8383 2021-07-13 07:53:41,739 - mmaction - INFO - Epoch [184][560/1879] lr: 1.876e-02, eta: 1 day, 9:06:12, time: 0.864, data_time: 0.002, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7531, loss_cls: 2.0382, loss: 2.0382, grad_norm: 3.7055 2021-07-13 07:53:58,948 - mmaction - INFO - Epoch [184][580/1879] lr: 1.876e-02, eta: 1 day, 9:05:54, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7633, loss_cls: 1.9939, loss: 1.9939, grad_norm: 3.7213 2021-07-13 07:54:15,688 - mmaction - INFO - Epoch [184][600/1879] lr: 1.876e-02, eta: 1 day, 9:05:35, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7527, loss_cls: 2.0455, loss: 2.0455, grad_norm: 3.8154 2021-07-13 07:54:32,612 - mmaction - INFO - Epoch [184][620/1879] lr: 1.876e-02, eta: 1 day, 9:05:17, time: 0.848, data_time: 0.007, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7586, loss_cls: 2.0608, loss: 2.0608, grad_norm: 3.7212 2021-07-13 07:54:49,589 - mmaction - INFO - Epoch [184][640/1879] lr: 1.876e-02, eta: 1 day, 9:04:59, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7473, loss_cls: 2.1021, loss: 2.1021, grad_norm: 3.7871 2021-07-13 07:55:06,738 - mmaction - INFO - Epoch [184][660/1879] lr: 1.876e-02, eta: 1 day, 9:04:41, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7492, loss_cls: 2.0916, loss: 2.0916, grad_norm: 3.6893 2021-07-13 07:55:23,442 - mmaction - INFO - Epoch [184][680/1879] lr: 1.876e-02, eta: 1 day, 9:04:22, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7465, loss_cls: 2.0798, loss: 2.0798, grad_norm: 3.6942 2021-07-13 07:55:40,224 - mmaction - INFO - Epoch [184][700/1879] lr: 1.876e-02, eta: 1 day, 9:04:04, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7574, loss_cls: 2.0546, loss: 2.0546, grad_norm: 3.7105 2021-07-13 07:55:57,400 - mmaction - INFO - Epoch [184][720/1879] lr: 1.876e-02, eta: 1 day, 9:03:46, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7559, loss_cls: 2.0355, loss: 2.0355, grad_norm: 3.7229 2021-07-13 07:56:14,461 - mmaction - INFO - Epoch [184][740/1879] lr: 1.876e-02, eta: 1 day, 9:03:28, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7707, loss_cls: 2.0468, loss: 2.0468, grad_norm: 3.8317 2021-07-13 07:56:31,440 - mmaction - INFO - Epoch [184][760/1879] lr: 1.876e-02, eta: 1 day, 9:03:10, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7531, loss_cls: 2.0611, loss: 2.0611, grad_norm: 3.8226 2021-07-13 07:56:48,422 - mmaction - INFO - Epoch [184][780/1879] lr: 1.876e-02, eta: 1 day, 9:02:52, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7469, loss_cls: 2.0660, loss: 2.0660, grad_norm: 3.7229 2021-07-13 07:57:05,265 - mmaction - INFO - Epoch [184][800/1879] lr: 1.876e-02, eta: 1 day, 9:02:33, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5426, top5_acc: 0.7664, loss_cls: 2.0144, loss: 2.0144, grad_norm: 3.6405 2021-07-13 07:57:22,392 - mmaction - INFO - Epoch [184][820/1879] lr: 1.876e-02, eta: 1 day, 9:02:15, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7551, loss_cls: 2.0544, loss: 2.0544, grad_norm: 3.8400 2021-07-13 07:57:39,276 - mmaction - INFO - Epoch [184][840/1879] lr: 1.876e-02, eta: 1 day, 9:01:57, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7531, loss_cls: 2.0794, loss: 2.0794, grad_norm: 3.8578 2021-07-13 07:57:56,464 - mmaction - INFO - Epoch [184][860/1879] lr: 1.876e-02, eta: 1 day, 9:01:39, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7520, loss_cls: 2.0532, loss: 2.0532, grad_norm: 3.7848 2021-07-13 07:58:13,519 - mmaction - INFO - Epoch [184][880/1879] lr: 1.876e-02, eta: 1 day, 9:01:21, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7539, loss_cls: 2.0759, loss: 2.0759, grad_norm: 3.7175 2021-07-13 07:58:30,469 - mmaction - INFO - Epoch [184][900/1879] lr: 1.876e-02, eta: 1 day, 9:01:03, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7602, loss_cls: 2.0236, loss: 2.0236, grad_norm: 3.7391 2021-07-13 07:58:47,649 - mmaction - INFO - Epoch [184][920/1879] lr: 1.876e-02, eta: 1 day, 9:00:45, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7520, loss_cls: 2.0764, loss: 2.0764, grad_norm: 3.7406 2021-07-13 07:59:04,412 - mmaction - INFO - Epoch [184][940/1879] lr: 1.876e-02, eta: 1 day, 9:00:27, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.5410, top5_acc: 0.7613, loss_cls: 2.0226, loss: 2.0226, grad_norm: 3.7911 2021-07-13 07:59:21,220 - mmaction - INFO - Epoch [184][960/1879] lr: 1.876e-02, eta: 1 day, 9:00:08, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7559, loss_cls: 2.0521, loss: 2.0521, grad_norm: 3.7700 2021-07-13 07:59:38,429 - mmaction - INFO - Epoch [184][980/1879] lr: 1.876e-02, eta: 1 day, 8:59:50, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7461, loss_cls: 2.1178, loss: 2.1178, grad_norm: 3.7307 2021-07-13 07:59:55,265 - mmaction - INFO - Epoch [184][1000/1879] lr: 1.876e-02, eta: 1 day, 8:59:32, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7582, loss_cls: 2.0038, loss: 2.0038, grad_norm: 3.7488 2021-07-13 08:00:12,342 - mmaction - INFO - Epoch [184][1020/1879] lr: 1.876e-02, eta: 1 day, 8:59:14, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7594, loss_cls: 2.0259, loss: 2.0259, grad_norm: 3.7632 2021-07-13 08:00:29,221 - mmaction - INFO - Epoch [184][1040/1879] lr: 1.876e-02, eta: 1 day, 8:58:56, time: 0.848, data_time: 0.007, memory: 6454, top1_acc: 0.5363, top5_acc: 0.7566, loss_cls: 2.0346, loss: 2.0346, grad_norm: 3.7465 2021-07-13 08:00:45,947 - mmaction - INFO - Epoch [184][1060/1879] lr: 1.876e-02, eta: 1 day, 8:58:37, time: 0.835, data_time: 0.006, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7621, loss_cls: 2.0165, loss: 2.0165, grad_norm: 3.8200 2021-07-13 08:01:02,936 - mmaction - INFO - Epoch [184][1080/1879] lr: 1.876e-02, eta: 1 day, 8:58:19, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7602, loss_cls: 1.9793, loss: 1.9793, grad_norm: 3.7097 2021-07-13 08:01:19,754 - mmaction - INFO - Epoch [184][1100/1879] lr: 1.876e-02, eta: 1 day, 8:58:01, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7504, loss_cls: 2.1049, loss: 2.1049, grad_norm: 3.7651 2021-07-13 08:01:36,797 - mmaction - INFO - Epoch [184][1120/1879] lr: 1.876e-02, eta: 1 day, 8:57:43, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7539, loss_cls: 2.0857, loss: 2.0857, grad_norm: 3.8216 2021-07-13 08:01:53,593 - mmaction - INFO - Epoch [184][1140/1879] lr: 1.876e-02, eta: 1 day, 8:57:24, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7570, loss_cls: 2.0628, loss: 2.0628, grad_norm: 3.7452 2021-07-13 08:02:10,701 - mmaction - INFO - Epoch [184][1160/1879] lr: 1.876e-02, eta: 1 day, 8:57:06, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7594, loss_cls: 2.0511, loss: 2.0511, grad_norm: 3.7692 2021-07-13 08:02:27,480 - mmaction - INFO - Epoch [184][1180/1879] lr: 1.876e-02, eta: 1 day, 8:56:48, time: 0.840, data_time: 0.007, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7453, loss_cls: 2.0764, loss: 2.0764, grad_norm: 3.7767 2021-07-13 08:02:44,340 - mmaction - INFO - Epoch [184][1200/1879] lr: 1.876e-02, eta: 1 day, 8:56:29, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7602, loss_cls: 2.0219, loss: 2.0219, grad_norm: 3.7660 2021-07-13 08:03:01,601 - mmaction - INFO - Epoch [184][1220/1879] lr: 1.876e-02, eta: 1 day, 8:56:12, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7523, loss_cls: 2.0591, loss: 2.0591, grad_norm: 3.7950 2021-07-13 08:03:18,784 - mmaction - INFO - Epoch [184][1240/1879] lr: 1.876e-02, eta: 1 day, 8:55:54, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7641, loss_cls: 2.0248, loss: 2.0248, grad_norm: 3.7956 2021-07-13 08:03:35,977 - mmaction - INFO - Epoch [184][1260/1879] lr: 1.876e-02, eta: 1 day, 8:55:36, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7648, loss_cls: 2.0133, loss: 2.0133, grad_norm: 3.7589 2021-07-13 08:03:52,877 - mmaction - INFO - Epoch [184][1280/1879] lr: 1.876e-02, eta: 1 day, 8:55:18, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5465, top5_acc: 0.7559, loss_cls: 2.0477, loss: 2.0477, grad_norm: 3.7717 2021-07-13 08:04:09,694 - mmaction - INFO - Epoch [184][1300/1879] lr: 1.876e-02, eta: 1 day, 8:54:59, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7445, loss_cls: 2.1246, loss: 2.1246, grad_norm: 3.7711 2021-07-13 08:04:26,707 - mmaction - INFO - Epoch [184][1320/1879] lr: 1.876e-02, eta: 1 day, 8:54:41, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5012, top5_acc: 0.7406, loss_cls: 2.1480, loss: 2.1480, grad_norm: 3.7911 2021-07-13 08:04:43,869 - mmaction - INFO - Epoch [184][1340/1879] lr: 1.876e-02, eta: 1 day, 8:54:23, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7551, loss_cls: 2.0646, loss: 2.0646, grad_norm: 3.7621 2021-07-13 08:05:00,954 - mmaction - INFO - Epoch [184][1360/1879] lr: 1.876e-02, eta: 1 day, 8:54:05, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7434, loss_cls: 2.0582, loss: 2.0582, grad_norm: 3.7617 2021-07-13 08:05:18,159 - mmaction - INFO - Epoch [184][1380/1879] lr: 1.876e-02, eta: 1 day, 8:53:48, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7734, loss_cls: 1.9862, loss: 1.9862, grad_norm: 3.7458 2021-07-13 08:05:35,197 - mmaction - INFO - Epoch [184][1400/1879] lr: 1.876e-02, eta: 1 day, 8:53:30, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7559, loss_cls: 2.0484, loss: 2.0484, grad_norm: 3.7485 2021-07-13 08:05:51,761 - mmaction - INFO - Epoch [184][1420/1879] lr: 1.876e-02, eta: 1 day, 8:53:11, time: 0.827, data_time: 0.001, memory: 6454, top1_acc: 0.5355, top5_acc: 0.7551, loss_cls: 2.0360, loss: 2.0360, grad_norm: 3.7479 2021-07-13 08:06:08,795 - mmaction - INFO - Epoch [184][1440/1879] lr: 1.876e-02, eta: 1 day, 8:52:53, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7625, loss_cls: 2.0233, loss: 2.0233, grad_norm: 3.7354 2021-07-13 08:06:25,759 - mmaction - INFO - Epoch [184][1460/1879] lr: 1.876e-02, eta: 1 day, 8:52:35, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5152, top5_acc: 0.7473, loss_cls: 2.1120, loss: 2.1120, grad_norm: 3.8084 2021-07-13 08:06:42,822 - mmaction - INFO - Epoch [184][1480/1879] lr: 1.876e-02, eta: 1 day, 8:52:16, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7598, loss_cls: 2.0379, loss: 2.0379, grad_norm: 3.7440 2021-07-13 08:06:59,732 - mmaction - INFO - Epoch [184][1500/1879] lr: 1.876e-02, eta: 1 day, 8:51:58, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7523, loss_cls: 2.0717, loss: 2.0717, grad_norm: 3.8767 2021-07-13 08:07:16,765 - mmaction - INFO - Epoch [184][1520/1879] lr: 1.876e-02, eta: 1 day, 8:51:40, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7633, loss_cls: 2.0497, loss: 2.0497, grad_norm: 3.8436 2021-07-13 08:07:33,819 - mmaction - INFO - Epoch [184][1540/1879] lr: 1.876e-02, eta: 1 day, 8:51:22, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7555, loss_cls: 2.0454, loss: 2.0454, grad_norm: 3.8343 2021-07-13 08:07:50,956 - mmaction - INFO - Epoch [184][1560/1879] lr: 1.876e-02, eta: 1 day, 8:51:04, time: 0.860, data_time: 0.007, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7477, loss_cls: 2.0846, loss: 2.0846, grad_norm: 3.8248 2021-07-13 08:08:07,946 - mmaction - INFO - Epoch [184][1580/1879] lr: 1.876e-02, eta: 1 day, 8:50:46, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5215, top5_acc: 0.7523, loss_cls: 2.0701, loss: 2.0701, grad_norm: 3.8167 2021-07-13 08:08:24,947 - mmaction - INFO - Epoch [184][1600/1879] lr: 1.876e-02, eta: 1 day, 8:50:28, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7465, loss_cls: 2.0577, loss: 2.0577, grad_norm: 3.8469 2021-07-13 08:08:41,852 - mmaction - INFO - Epoch [184][1620/1879] lr: 1.876e-02, eta: 1 day, 8:50:10, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7543, loss_cls: 2.0804, loss: 2.0804, grad_norm: 3.6822 2021-07-13 08:08:58,801 - mmaction - INFO - Epoch [184][1640/1879] lr: 1.876e-02, eta: 1 day, 8:49:52, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7598, loss_cls: 2.0295, loss: 2.0295, grad_norm: 3.7104 2021-07-13 08:09:15,688 - mmaction - INFO - Epoch [184][1660/1879] lr: 1.876e-02, eta: 1 day, 8:49:33, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5168, top5_acc: 0.7391, loss_cls: 2.1078, loss: 2.1078, grad_norm: 3.7680 2021-07-13 08:09:32,690 - mmaction - INFO - Epoch [184][1680/1879] lr: 1.876e-02, eta: 1 day, 8:49:15, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7516, loss_cls: 2.0585, loss: 2.0585, grad_norm: 3.7835 2021-07-13 08:09:49,723 - mmaction - INFO - Epoch [184][1700/1879] lr: 1.876e-02, eta: 1 day, 8:48:57, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5355, top5_acc: 0.7520, loss_cls: 2.0557, loss: 2.0557, grad_norm: 3.7871 2021-07-13 08:10:06,521 - mmaction - INFO - Epoch [184][1720/1879] lr: 1.876e-02, eta: 1 day, 8:48:39, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7520, loss_cls: 2.0698, loss: 2.0698, grad_norm: 3.7851 2021-07-13 08:10:23,381 - mmaction - INFO - Epoch [184][1740/1879] lr: 1.876e-02, eta: 1 day, 8:48:20, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7492, loss_cls: 2.0344, loss: 2.0344, grad_norm: 3.6998 2021-07-13 08:10:40,331 - mmaction - INFO - Epoch [184][1760/1879] lr: 1.876e-02, eta: 1 day, 8:48:02, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7535, loss_cls: 2.0767, loss: 2.0767, grad_norm: 3.7047 2021-07-13 08:10:57,117 - mmaction - INFO - Epoch [184][1780/1879] lr: 1.876e-02, eta: 1 day, 8:47:44, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7598, loss_cls: 1.9794, loss: 1.9794, grad_norm: 3.7321 2021-07-13 08:11:13,803 - mmaction - INFO - Epoch [184][1800/1879] lr: 1.876e-02, eta: 1 day, 8:47:25, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.5211, top5_acc: 0.7527, loss_cls: 2.0805, loss: 2.0805, grad_norm: 3.8566 2021-07-13 08:11:30,729 - mmaction - INFO - Epoch [184][1820/1879] lr: 1.876e-02, eta: 1 day, 8:47:07, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7508, loss_cls: 2.0656, loss: 2.0656, grad_norm: 3.7312 2021-07-13 08:11:47,846 - mmaction - INFO - Epoch [184][1840/1879] lr: 1.876e-02, eta: 1 day, 8:46:49, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7691, loss_cls: 1.9971, loss: 1.9971, grad_norm: 3.7065 2021-07-13 08:12:04,475 - mmaction - INFO - Epoch [184][1860/1879] lr: 1.876e-02, eta: 1 day, 8:46:30, time: 0.836, data_time: 0.006, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7516, loss_cls: 2.0370, loss: 2.0370, grad_norm: 3.7798 2021-07-13 08:12:28,179 - mmaction - INFO - Saving checkpoint at 184 epochs 2021-07-13 08:13:24,135 - mmaction - INFO - Epoch [185][20/1879] lr: 1.828e-02, eta: 1 day, 8:46:26, time: 2.701, data_time: 1.688, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7531, loss_cls: 2.0675, loss: 2.0675, grad_norm: 3.7148 2021-07-13 08:13:41,081 - mmaction - INFO - Epoch [185][40/1879] lr: 1.828e-02, eta: 1 day, 8:46:08, time: 0.846, data_time: 0.007, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7609, loss_cls: 2.0172, loss: 2.0172, grad_norm: 3.8616 2021-07-13 08:13:57,977 - mmaction - INFO - Epoch [185][60/1879] lr: 1.828e-02, eta: 1 day, 8:45:50, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7699, loss_cls: 1.9816, loss: 1.9816, grad_norm: 3.7648 2021-07-13 08:14:15,003 - mmaction - INFO - Epoch [185][80/1879] lr: 1.828e-02, eta: 1 day, 8:45:32, time: 0.850, data_time: 0.007, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7621, loss_cls: 1.9547, loss: 1.9547, grad_norm: 3.7380 2021-07-13 08:14:31,818 - mmaction - INFO - Epoch [185][100/1879] lr: 1.828e-02, eta: 1 day, 8:45:14, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7609, loss_cls: 2.0036, loss: 2.0036, grad_norm: 3.7777 2021-07-13 08:14:48,777 - mmaction - INFO - Epoch [185][120/1879] lr: 1.828e-02, eta: 1 day, 8:44:55, time: 0.846, data_time: 0.007, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7453, loss_cls: 2.0411, loss: 2.0411, grad_norm: 3.7830 2021-07-13 08:15:05,719 - mmaction - INFO - Epoch [185][140/1879] lr: 1.828e-02, eta: 1 day, 8:44:37, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7703, loss_cls: 1.9943, loss: 1.9943, grad_norm: 3.7674 2021-07-13 08:15:22,658 - mmaction - INFO - Epoch [185][160/1879] lr: 1.828e-02, eta: 1 day, 8:44:19, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7598, loss_cls: 2.0464, loss: 2.0464, grad_norm: 3.8065 2021-07-13 08:15:39,625 - mmaction - INFO - Epoch [185][180/1879] lr: 1.828e-02, eta: 1 day, 8:44:01, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7750, loss_cls: 1.9440, loss: 1.9440, grad_norm: 3.7505 2021-07-13 08:15:56,570 - mmaction - INFO - Epoch [185][200/1879] lr: 1.828e-02, eta: 1 day, 8:43:43, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7562, loss_cls: 2.0504, loss: 2.0504, grad_norm: 3.7840 2021-07-13 08:16:13,589 - mmaction - INFO - Epoch [185][220/1879] lr: 1.828e-02, eta: 1 day, 8:43:25, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5449, top5_acc: 0.7664, loss_cls: 2.0111, loss: 2.0111, grad_norm: 3.8331 2021-07-13 08:16:30,370 - mmaction - INFO - Epoch [185][240/1879] lr: 1.828e-02, eta: 1 day, 8:43:06, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5363, top5_acc: 0.7684, loss_cls: 1.9853, loss: 1.9853, grad_norm: 3.7993 2021-07-13 08:16:47,195 - mmaction - INFO - Epoch [185][260/1879] lr: 1.828e-02, eta: 1 day, 8:42:48, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5449, top5_acc: 0.7707, loss_cls: 1.9395, loss: 1.9395, grad_norm: 3.7540 2021-07-13 08:17:04,026 - mmaction - INFO - Epoch [185][280/1879] lr: 1.828e-02, eta: 1 day, 8:42:29, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5445, top5_acc: 0.7723, loss_cls: 1.9685, loss: 1.9685, grad_norm: 3.8157 2021-07-13 08:17:20,835 - mmaction - INFO - Epoch [185][300/1879] lr: 1.828e-02, eta: 1 day, 8:42:11, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7680, loss_cls: 1.9696, loss: 1.9696, grad_norm: 3.6576 2021-07-13 08:17:37,832 - mmaction - INFO - Epoch [185][320/1879] lr: 1.828e-02, eta: 1 day, 8:41:53, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5355, top5_acc: 0.7613, loss_cls: 1.9980, loss: 1.9980, grad_norm: 3.7857 2021-07-13 08:17:54,745 - mmaction - INFO - Epoch [185][340/1879] lr: 1.828e-02, eta: 1 day, 8:41:35, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5344, top5_acc: 0.7621, loss_cls: 2.0027, loss: 2.0027, grad_norm: 3.7996 2021-07-13 08:18:11,509 - mmaction - INFO - Epoch [185][360/1879] lr: 1.828e-02, eta: 1 day, 8:41:16, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5414, top5_acc: 0.7668, loss_cls: 1.9763, loss: 1.9763, grad_norm: 3.7213 2021-07-13 08:18:28,370 - mmaction - INFO - Epoch [185][380/1879] lr: 1.828e-02, eta: 1 day, 8:40:58, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5301, top5_acc: 0.7543, loss_cls: 2.0661, loss: 2.0661, grad_norm: 3.8592 2021-07-13 08:18:45,324 - mmaction - INFO - Epoch [185][400/1879] lr: 1.828e-02, eta: 1 day, 8:40:40, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7609, loss_cls: 2.0192, loss: 2.0192, grad_norm: 3.8160 2021-07-13 08:19:02,462 - mmaction - INFO - Epoch [185][420/1879] lr: 1.828e-02, eta: 1 day, 8:40:22, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7637, loss_cls: 2.0462, loss: 2.0462, grad_norm: 3.8246 2021-07-13 08:19:19,426 - mmaction - INFO - Epoch [185][440/1879] lr: 1.828e-02, eta: 1 day, 8:40:04, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7539, loss_cls: 2.0491, loss: 2.0491, grad_norm: 3.8625 2021-07-13 08:19:36,457 - mmaction - INFO - Epoch [185][460/1879] lr: 1.828e-02, eta: 1 day, 8:39:46, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7656, loss_cls: 1.9833, loss: 1.9833, grad_norm: 3.7298 2021-07-13 08:19:53,391 - mmaction - INFO - Epoch [185][480/1879] lr: 1.828e-02, eta: 1 day, 8:39:27, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7664, loss_cls: 2.0108, loss: 2.0108, grad_norm: 3.7667 2021-07-13 08:20:10,220 - mmaction - INFO - Epoch [185][500/1879] lr: 1.828e-02, eta: 1 day, 8:39:09, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7477, loss_cls: 2.0838, loss: 2.0838, grad_norm: 3.8249 2021-07-13 08:20:26,959 - mmaction - INFO - Epoch [185][520/1879] lr: 1.828e-02, eta: 1 day, 8:38:51, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7566, loss_cls: 2.0554, loss: 2.0554, grad_norm: 3.7630 2021-07-13 08:20:44,045 - mmaction - INFO - Epoch [185][540/1879] lr: 1.828e-02, eta: 1 day, 8:38:33, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7523, loss_cls: 2.0533, loss: 2.0533, grad_norm: 3.7591 2021-07-13 08:21:00,974 - mmaction - INFO - Epoch [185][560/1879] lr: 1.828e-02, eta: 1 day, 8:38:14, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7496, loss_cls: 2.0971, loss: 2.0971, grad_norm: 3.8253 2021-07-13 08:21:18,095 - mmaction - INFO - Epoch [185][580/1879] lr: 1.828e-02, eta: 1 day, 8:37:57, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5320, top5_acc: 0.7605, loss_cls: 2.0329, loss: 2.0329, grad_norm: 3.7655 2021-07-13 08:21:35,173 - mmaction - INFO - Epoch [185][600/1879] lr: 1.828e-02, eta: 1 day, 8:37:38, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5426, top5_acc: 0.7672, loss_cls: 1.9999, loss: 1.9999, grad_norm: 3.7053 2021-07-13 08:21:52,217 - mmaction - INFO - Epoch [185][620/1879] lr: 1.828e-02, eta: 1 day, 8:37:20, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7656, loss_cls: 2.0473, loss: 2.0473, grad_norm: 3.8984 2021-07-13 08:22:09,286 - mmaction - INFO - Epoch [185][640/1879] lr: 1.828e-02, eta: 1 day, 8:37:03, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7660, loss_cls: 1.9868, loss: 1.9868, grad_norm: 3.7539 2021-07-13 08:22:26,344 - mmaction - INFO - Epoch [185][660/1879] lr: 1.828e-02, eta: 1 day, 8:36:44, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5465, top5_acc: 0.7668, loss_cls: 1.9849, loss: 1.9849, grad_norm: 3.7765 2021-07-13 08:22:43,055 - mmaction - INFO - Epoch [185][680/1879] lr: 1.828e-02, eta: 1 day, 8:36:26, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7625, loss_cls: 2.0123, loss: 2.0123, grad_norm: 3.8312 2021-07-13 08:23:00,078 - mmaction - INFO - Epoch [185][700/1879] lr: 1.828e-02, eta: 1 day, 8:36:08, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7617, loss_cls: 2.0187, loss: 2.0187, grad_norm: 3.8951 2021-07-13 08:23:16,605 - mmaction - INFO - Epoch [185][720/1879] lr: 1.828e-02, eta: 1 day, 8:35:49, time: 0.830, data_time: 0.005, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7656, loss_cls: 2.0047, loss: 2.0047, grad_norm: 3.8113 2021-07-13 08:23:34,000 - mmaction - INFO - Epoch [185][740/1879] lr: 1.828e-02, eta: 1 day, 8:35:32, time: 0.869, data_time: 0.005, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7629, loss_cls: 2.0142, loss: 2.0142, grad_norm: 3.7872 2021-07-13 08:23:50,929 - mmaction - INFO - Epoch [185][760/1879] lr: 1.828e-02, eta: 1 day, 8:35:13, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7426, loss_cls: 2.0950, loss: 2.0950, grad_norm: 3.8841 2021-07-13 08:24:07,643 - mmaction - INFO - Epoch [185][780/1879] lr: 1.828e-02, eta: 1 day, 8:34:55, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.5363, top5_acc: 0.7605, loss_cls: 2.0025, loss: 2.0025, grad_norm: 3.8254 2021-07-13 08:24:24,091 - mmaction - INFO - Epoch [185][800/1879] lr: 1.828e-02, eta: 1 day, 8:34:36, time: 0.820, data_time: 0.002, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7500, loss_cls: 2.0518, loss: 2.0518, grad_norm: 3.7539 2021-07-13 08:24:41,129 - mmaction - INFO - Epoch [185][820/1879] lr: 1.828e-02, eta: 1 day, 8:34:18, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5434, top5_acc: 0.7582, loss_cls: 2.0004, loss: 2.0004, grad_norm: 3.7201 2021-07-13 08:24:58,012 - mmaction - INFO - Epoch [185][840/1879] lr: 1.828e-02, eta: 1 day, 8:34:00, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.5160, top5_acc: 0.7570, loss_cls: 2.0881, loss: 2.0881, grad_norm: 3.8878 2021-07-13 08:25:14,622 - mmaction - INFO - Epoch [185][860/1879] lr: 1.828e-02, eta: 1 day, 8:33:41, time: 0.835, data_time: 0.006, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7676, loss_cls: 1.9961, loss: 1.9961, grad_norm: 3.7820 2021-07-13 08:25:31,404 - mmaction - INFO - Epoch [185][880/1879] lr: 1.828e-02, eta: 1 day, 8:33:23, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.5469, top5_acc: 0.7723, loss_cls: 1.9757, loss: 1.9757, grad_norm: 3.8083 2021-07-13 08:25:48,541 - mmaction - INFO - Epoch [185][900/1879] lr: 1.828e-02, eta: 1 day, 8:33:05, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7555, loss_cls: 2.0281, loss: 2.0281, grad_norm: 3.8096 2021-07-13 08:26:05,560 - mmaction - INFO - Epoch [185][920/1879] lr: 1.828e-02, eta: 1 day, 8:32:47, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7438, loss_cls: 2.0970, loss: 2.0970, grad_norm: 3.7970 2021-07-13 08:26:22,773 - mmaction - INFO - Epoch [185][940/1879] lr: 1.828e-02, eta: 1 day, 8:32:29, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7504, loss_cls: 2.0929, loss: 2.0929, grad_norm: 3.7973 2021-07-13 08:26:39,693 - mmaction - INFO - Epoch [185][960/1879] lr: 1.828e-02, eta: 1 day, 8:32:11, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5387, top5_acc: 0.7660, loss_cls: 2.0081, loss: 2.0081, grad_norm: 3.7072 2021-07-13 08:26:56,724 - mmaction - INFO - Epoch [185][980/1879] lr: 1.828e-02, eta: 1 day, 8:31:53, time: 0.850, data_time: 0.008, memory: 6454, top1_acc: 0.5402, top5_acc: 0.7629, loss_cls: 2.0068, loss: 2.0068, grad_norm: 3.7597 2021-07-13 08:27:13,803 - mmaction - INFO - Epoch [185][1000/1879] lr: 1.828e-02, eta: 1 day, 8:31:35, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7535, loss_cls: 1.9986, loss: 1.9986, grad_norm: 3.7345 2021-07-13 08:27:30,842 - mmaction - INFO - Epoch [185][1020/1879] lr: 1.828e-02, eta: 1 day, 8:31:17, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7586, loss_cls: 2.0330, loss: 2.0330, grad_norm: 3.8263 2021-07-13 08:27:47,779 - mmaction - INFO - Epoch [185][1040/1879] lr: 1.828e-02, eta: 1 day, 8:30:58, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7402, loss_cls: 2.1286, loss: 2.1286, grad_norm: 3.8110 2021-07-13 08:28:04,718 - mmaction - INFO - Epoch [185][1060/1879] lr: 1.828e-02, eta: 1 day, 8:30:40, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7508, loss_cls: 2.0074, loss: 2.0074, grad_norm: 3.7234 2021-07-13 08:28:21,807 - mmaction - INFO - Epoch [185][1080/1879] lr: 1.828e-02, eta: 1 day, 8:30:22, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.5203, top5_acc: 0.7508, loss_cls: 2.0651, loss: 2.0651, grad_norm: 3.7973 2021-07-13 08:28:39,034 - mmaction - INFO - Epoch [185][1100/1879] lr: 1.828e-02, eta: 1 day, 8:30:05, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7645, loss_cls: 1.9889, loss: 1.9889, grad_norm: 3.7283 2021-07-13 08:28:55,811 - mmaction - INFO - Epoch [185][1120/1879] lr: 1.828e-02, eta: 1 day, 8:29:46, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7738, loss_cls: 1.9460, loss: 1.9460, grad_norm: 3.6997 2021-07-13 08:29:12,844 - mmaction - INFO - Epoch [185][1140/1879] lr: 1.828e-02, eta: 1 day, 8:29:28, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5375, top5_acc: 0.7750, loss_cls: 1.9920, loss: 1.9920, grad_norm: 3.7962 2021-07-13 08:29:29,714 - mmaction - INFO - Epoch [185][1160/1879] lr: 1.828e-02, eta: 1 day, 8:29:10, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7508, loss_cls: 2.0795, loss: 2.0795, grad_norm: 3.8438 2021-07-13 08:29:46,691 - mmaction - INFO - Epoch [185][1180/1879] lr: 1.828e-02, eta: 1 day, 8:28:52, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5164, top5_acc: 0.7434, loss_cls: 2.1037, loss: 2.1037, grad_norm: 3.8128 2021-07-13 08:30:03,826 - mmaction - INFO - Epoch [185][1200/1879] lr: 1.828e-02, eta: 1 day, 8:28:34, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7676, loss_cls: 1.9844, loss: 1.9844, grad_norm: 3.7472 2021-07-13 08:30:20,836 - mmaction - INFO - Epoch [185][1220/1879] lr: 1.828e-02, eta: 1 day, 8:28:16, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7504, loss_cls: 2.0873, loss: 2.0873, grad_norm: 3.8880 2021-07-13 08:30:37,893 - mmaction - INFO - Epoch [185][1240/1879] lr: 1.828e-02, eta: 1 day, 8:27:58, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7523, loss_cls: 2.0171, loss: 2.0171, grad_norm: 3.6900 2021-07-13 08:30:54,626 - mmaction - INFO - Epoch [185][1260/1879] lr: 1.828e-02, eta: 1 day, 8:27:39, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7684, loss_cls: 2.0198, loss: 2.0198, grad_norm: 3.8072 2021-07-13 08:31:11,853 - mmaction - INFO - Epoch [185][1280/1879] lr: 1.828e-02, eta: 1 day, 8:27:22, time: 0.866, data_time: 0.008, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7477, loss_cls: 2.0663, loss: 2.0663, grad_norm: 3.8823 2021-07-13 08:31:28,907 - mmaction - INFO - Epoch [185][1300/1879] lr: 1.828e-02, eta: 1 day, 8:27:04, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7465, loss_cls: 2.0462, loss: 2.0462, grad_norm: 3.7154 2021-07-13 08:31:45,885 - mmaction - INFO - Epoch [185][1320/1879] lr: 1.828e-02, eta: 1 day, 8:26:45, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7582, loss_cls: 1.9829, loss: 1.9829, grad_norm: 3.8092 2021-07-13 08:32:02,918 - mmaction - INFO - Epoch [185][1340/1879] lr: 1.828e-02, eta: 1 day, 8:26:27, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7402, loss_cls: 2.1270, loss: 2.1270, grad_norm: 3.8855 2021-07-13 08:32:19,516 - mmaction - INFO - Epoch [185][1360/1879] lr: 1.828e-02, eta: 1 day, 8:26:09, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7691, loss_cls: 2.0276, loss: 2.0276, grad_norm: 3.7340 2021-07-13 08:32:36,490 - mmaction - INFO - Epoch [185][1380/1879] lr: 1.828e-02, eta: 1 day, 8:25:51, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.5355, top5_acc: 0.7594, loss_cls: 2.0320, loss: 2.0320, grad_norm: 3.8073 2021-07-13 08:32:53,545 - mmaction - INFO - Epoch [185][1400/1879] lr: 1.828e-02, eta: 1 day, 8:25:33, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7570, loss_cls: 2.0499, loss: 2.0499, grad_norm: 3.8204 2021-07-13 08:33:10,137 - mmaction - INFO - Epoch [185][1420/1879] lr: 1.828e-02, eta: 1 day, 8:25:14, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.5137, top5_acc: 0.7523, loss_cls: 2.0710, loss: 2.0710, grad_norm: 3.8337 2021-07-13 08:33:27,308 - mmaction - INFO - Epoch [185][1440/1879] lr: 1.828e-02, eta: 1 day, 8:24:56, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7645, loss_cls: 2.0017, loss: 2.0017, grad_norm: 3.7453 2021-07-13 08:33:44,561 - mmaction - INFO - Epoch [185][1460/1879] lr: 1.828e-02, eta: 1 day, 8:24:38, time: 0.863, data_time: 0.002, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7508, loss_cls: 2.0693, loss: 2.0693, grad_norm: 3.8015 2021-07-13 08:34:01,596 - mmaction - INFO - Epoch [185][1480/1879] lr: 1.828e-02, eta: 1 day, 8:24:20, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7504, loss_cls: 2.0846, loss: 2.0846, grad_norm: 3.8032 2021-07-13 08:34:18,411 - mmaction - INFO - Epoch [185][1500/1879] lr: 1.828e-02, eta: 1 day, 8:24:02, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5164, top5_acc: 0.7629, loss_cls: 2.0306, loss: 2.0306, grad_norm: 3.8925 2021-07-13 08:34:35,354 - mmaction - INFO - Epoch [185][1520/1879] lr: 1.828e-02, eta: 1 day, 8:23:44, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7508, loss_cls: 2.0652, loss: 2.0652, grad_norm: 3.8234 2021-07-13 08:34:52,372 - mmaction - INFO - Epoch [185][1540/1879] lr: 1.828e-02, eta: 1 day, 8:23:26, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7555, loss_cls: 2.0532, loss: 2.0532, grad_norm: 3.8822 2021-07-13 08:35:09,589 - mmaction - INFO - Epoch [185][1560/1879] lr: 1.828e-02, eta: 1 day, 8:23:08, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7398, loss_cls: 2.0861, loss: 2.0861, grad_norm: 3.8299 2021-07-13 08:35:26,364 - mmaction - INFO - Epoch [185][1580/1879] lr: 1.828e-02, eta: 1 day, 8:22:50, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7562, loss_cls: 2.0334, loss: 2.0334, grad_norm: 3.6627 2021-07-13 08:35:43,495 - mmaction - INFO - Epoch [185][1600/1879] lr: 1.828e-02, eta: 1 day, 8:22:32, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7559, loss_cls: 2.0373, loss: 2.0373, grad_norm: 3.8060 2021-07-13 08:36:00,149 - mmaction - INFO - Epoch [185][1620/1879] lr: 1.828e-02, eta: 1 day, 8:22:13, time: 0.834, data_time: 0.006, memory: 6454, top1_acc: 0.5301, top5_acc: 0.7594, loss_cls: 2.0312, loss: 2.0312, grad_norm: 3.8432 2021-07-13 08:36:16,962 - mmaction - INFO - Epoch [185][1640/1879] lr: 1.828e-02, eta: 1 day, 8:21:55, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7508, loss_cls: 2.0717, loss: 2.0717, grad_norm: 3.7538 2021-07-13 08:36:34,036 - mmaction - INFO - Epoch [185][1660/1879] lr: 1.828e-02, eta: 1 day, 8:21:37, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7496, loss_cls: 2.0974, loss: 2.0974, grad_norm: 3.7975 2021-07-13 08:36:50,958 - mmaction - INFO - Epoch [185][1680/1879] lr: 1.828e-02, eta: 1 day, 8:21:19, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7570, loss_cls: 2.0244, loss: 2.0244, grad_norm: 3.7429 2021-07-13 08:37:08,005 - mmaction - INFO - Epoch [185][1700/1879] lr: 1.828e-02, eta: 1 day, 8:21:01, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7523, loss_cls: 2.0524, loss: 2.0524, grad_norm: 3.7217 2021-07-13 08:37:24,905 - mmaction - INFO - Epoch [185][1720/1879] lr: 1.828e-02, eta: 1 day, 8:20:43, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7562, loss_cls: 2.0267, loss: 2.0267, grad_norm: 3.8041 2021-07-13 08:37:41,762 - mmaction - INFO - Epoch [185][1740/1879] lr: 1.828e-02, eta: 1 day, 8:20:24, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5320, top5_acc: 0.7684, loss_cls: 2.0102, loss: 2.0102, grad_norm: 3.7666 2021-07-13 08:37:58,880 - mmaction - INFO - Epoch [185][1760/1879] lr: 1.828e-02, eta: 1 day, 8:20:06, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7516, loss_cls: 2.0283, loss: 2.0283, grad_norm: 3.7459 2021-07-13 08:38:15,835 - mmaction - INFO - Epoch [185][1780/1879] lr: 1.828e-02, eta: 1 day, 8:19:48, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.4945, top5_acc: 0.7418, loss_cls: 2.1424, loss: 2.1424, grad_norm: 3.8326 2021-07-13 08:38:32,782 - mmaction - INFO - Epoch [185][1800/1879] lr: 1.828e-02, eta: 1 day, 8:19:30, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7473, loss_cls: 2.0506, loss: 2.0506, grad_norm: 3.7590 2021-07-13 08:38:49,877 - mmaction - INFO - Epoch [185][1820/1879] lr: 1.828e-02, eta: 1 day, 8:19:12, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5129, top5_acc: 0.7582, loss_cls: 2.0600, loss: 2.0600, grad_norm: 3.8502 2021-07-13 08:39:06,770 - mmaction - INFO - Epoch [185][1840/1879] lr: 1.828e-02, eta: 1 day, 8:18:54, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7543, loss_cls: 2.0454, loss: 2.0454, grad_norm: 3.6894 2021-07-13 08:39:23,581 - mmaction - INFO - Epoch [185][1860/1879] lr: 1.828e-02, eta: 1 day, 8:18:36, time: 0.841, data_time: 0.007, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7461, loss_cls: 2.1095, loss: 2.1095, grad_norm: 3.7741 2021-07-13 08:42:03,262 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-13 08:42:03,998 - mmaction - INFO - top1_acc 0.5878 top5_acc 0.8200 2021-07-13 08:42:03,998 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-13 08:42:04,027 - mmaction - INFO - mean_acc 0.5878 2021-07-13 08:42:04,917 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_185.pth. 2021-07-13 08:42:04,917 - mmaction - INFO - Best top1_acc is 0.5878 at 185 epoch. 2021-07-13 08:42:04,925 - mmaction - INFO - Epoch(val) [185][155] top1_acc: 0.5878, top5_acc: 0.8200, mean_class_accuracy: 0.5878 2021-07-13 08:42:55,896 - mmaction - INFO - Epoch [186][20/1879] lr: 1.781e-02, eta: 1 day, 8:18:26, time: 2.547, data_time: 1.614, memory: 6454, top1_acc: 0.5359, top5_acc: 0.7613, loss_cls: 2.0311, loss: 2.0311, grad_norm: 3.7939 2021-07-13 08:43:12,452 - mmaction - INFO - Epoch [186][40/1879] lr: 1.781e-02, eta: 1 day, 8:18:07, time: 0.827, data_time: 0.004, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7582, loss_cls: 2.0637, loss: 2.0637, grad_norm: 3.8301 2021-07-13 08:43:29,123 - mmaction - INFO - Epoch [186][60/1879] lr: 1.781e-02, eta: 1 day, 8:17:49, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7695, loss_cls: 1.9503, loss: 1.9503, grad_norm: 3.7992 2021-07-13 08:43:45,819 - mmaction - INFO - Epoch [186][80/1879] lr: 1.781e-02, eta: 1 day, 8:17:30, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.5375, top5_acc: 0.7648, loss_cls: 2.0061, loss: 2.0061, grad_norm: 3.8792 2021-07-13 08:44:02,977 - mmaction - INFO - Epoch [186][100/1879] lr: 1.781e-02, eta: 1 day, 8:17:12, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7660, loss_cls: 1.9992, loss: 1.9992, grad_norm: 3.8130 2021-07-13 08:44:19,644 - mmaction - INFO - Epoch [186][120/1879] lr: 1.781e-02, eta: 1 day, 8:16:54, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7496, loss_cls: 2.0548, loss: 2.0548, grad_norm: 3.7764 2021-07-13 08:44:36,731 - mmaction - INFO - Epoch [186][140/1879] lr: 1.781e-02, eta: 1 day, 8:16:36, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7691, loss_cls: 1.9565, loss: 1.9565, grad_norm: 3.6912 2021-07-13 08:44:53,495 - mmaction - INFO - Epoch [186][160/1879] lr: 1.781e-02, eta: 1 day, 8:16:18, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7527, loss_cls: 2.0164, loss: 2.0164, grad_norm: 3.7258 2021-07-13 08:45:10,558 - mmaction - INFO - Epoch [186][180/1879] lr: 1.781e-02, eta: 1 day, 8:15:59, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7594, loss_cls: 2.0293, loss: 2.0293, grad_norm: 3.7623 2021-07-13 08:45:27,453 - mmaction - INFO - Epoch [186][200/1879] lr: 1.781e-02, eta: 1 day, 8:15:41, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5211, top5_acc: 0.7477, loss_cls: 2.0641, loss: 2.0641, grad_norm: 3.8644 2021-07-13 08:45:44,380 - mmaction - INFO - Epoch [186][220/1879] lr: 1.781e-02, eta: 1 day, 8:15:23, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7504, loss_cls: 2.0598, loss: 2.0598, grad_norm: 3.8684 2021-07-13 08:46:01,018 - mmaction - INFO - Epoch [186][240/1879] lr: 1.781e-02, eta: 1 day, 8:15:05, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.5215, top5_acc: 0.7484, loss_cls: 2.0604, loss: 2.0604, grad_norm: 3.8872 2021-07-13 08:46:18,215 - mmaction - INFO - Epoch [186][260/1879] lr: 1.781e-02, eta: 1 day, 8:14:47, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7605, loss_cls: 2.0490, loss: 2.0490, grad_norm: 3.8699 2021-07-13 08:46:34,998 - mmaction - INFO - Epoch [186][280/1879] lr: 1.781e-02, eta: 1 day, 8:14:28, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7430, loss_cls: 2.1048, loss: 2.1048, grad_norm: 3.8534 2021-07-13 08:46:52,131 - mmaction - INFO - Epoch [186][300/1879] lr: 1.781e-02, eta: 1 day, 8:14:10, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7719, loss_cls: 1.9515, loss: 1.9515, grad_norm: 3.6356 2021-07-13 08:47:08,832 - mmaction - INFO - Epoch [186][320/1879] lr: 1.781e-02, eta: 1 day, 8:13:52, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7691, loss_cls: 1.9721, loss: 1.9721, grad_norm: 3.6736 2021-07-13 08:47:25,954 - mmaction - INFO - Epoch [186][340/1879] lr: 1.781e-02, eta: 1 day, 8:13:34, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7645, loss_cls: 1.9894, loss: 1.9894, grad_norm: 3.7077 2021-07-13 08:47:42,890 - mmaction - INFO - Epoch [186][360/1879] lr: 1.781e-02, eta: 1 day, 8:13:16, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7570, loss_cls: 1.9909, loss: 1.9909, grad_norm: 3.8244 2021-07-13 08:47:59,773 - mmaction - INFO - Epoch [186][380/1879] lr: 1.781e-02, eta: 1 day, 8:12:58, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7535, loss_cls: 2.0577, loss: 2.0577, grad_norm: 3.8984 2021-07-13 08:48:16,825 - mmaction - INFO - Epoch [186][400/1879] lr: 1.781e-02, eta: 1 day, 8:12:40, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7363, loss_cls: 2.1195, loss: 2.1195, grad_norm: 3.8028 2021-07-13 08:48:33,635 - mmaction - INFO - Epoch [186][420/1879] lr: 1.781e-02, eta: 1 day, 8:12:21, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7598, loss_cls: 2.0343, loss: 2.0343, grad_norm: 3.7503 2021-07-13 08:48:50,526 - mmaction - INFO - Epoch [186][440/1879] lr: 1.781e-02, eta: 1 day, 8:12:03, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5402, top5_acc: 0.7656, loss_cls: 1.9924, loss: 1.9924, grad_norm: 3.6659 2021-07-13 08:49:07,280 - mmaction - INFO - Epoch [186][460/1879] lr: 1.781e-02, eta: 1 day, 8:11:45, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7566, loss_cls: 2.0706, loss: 2.0706, grad_norm: 3.8312 2021-07-13 08:49:24,443 - mmaction - INFO - Epoch [186][480/1879] lr: 1.781e-02, eta: 1 day, 8:11:27, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7387, loss_cls: 2.1300, loss: 2.1300, grad_norm: 3.7732 2021-07-13 08:49:41,026 - mmaction - INFO - Epoch [186][500/1879] lr: 1.781e-02, eta: 1 day, 8:11:08, time: 0.834, data_time: 0.006, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7609, loss_cls: 2.0298, loss: 2.0298, grad_norm: 3.7579 2021-07-13 08:49:58,331 - mmaction - INFO - Epoch [186][520/1879] lr: 1.781e-02, eta: 1 day, 8:10:51, time: 0.863, data_time: 0.006, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7637, loss_cls: 1.9940, loss: 1.9940, grad_norm: 3.8615 2021-07-13 08:50:15,209 - mmaction - INFO - Epoch [186][540/1879] lr: 1.781e-02, eta: 1 day, 8:10:32, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7602, loss_cls: 2.0264, loss: 2.0264, grad_norm: 3.8124 2021-07-13 08:50:32,255 - mmaction - INFO - Epoch [186][560/1879] lr: 1.781e-02, eta: 1 day, 8:10:14, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7672, loss_cls: 2.0275, loss: 2.0275, grad_norm: 3.8268 2021-07-13 08:50:49,251 - mmaction - INFO - Epoch [186][580/1879] lr: 1.781e-02, eta: 1 day, 8:09:56, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7566, loss_cls: 2.0405, loss: 2.0405, grad_norm: 3.8816 2021-07-13 08:51:06,242 - mmaction - INFO - Epoch [186][600/1879] lr: 1.781e-02, eta: 1 day, 8:09:38, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7664, loss_cls: 1.9187, loss: 1.9187, grad_norm: 3.7230 2021-07-13 08:51:23,253 - mmaction - INFO - Epoch [186][620/1879] lr: 1.781e-02, eta: 1 day, 8:09:20, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7473, loss_cls: 2.0765, loss: 2.0765, grad_norm: 3.9299 2021-07-13 08:51:40,165 - mmaction - INFO - Epoch [186][640/1879] lr: 1.781e-02, eta: 1 day, 8:09:02, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5410, top5_acc: 0.7664, loss_cls: 1.9604, loss: 1.9604, grad_norm: 3.7324 2021-07-13 08:51:57,259 - mmaction - INFO - Epoch [186][660/1879] lr: 1.781e-02, eta: 1 day, 8:08:44, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5625, top5_acc: 0.7742, loss_cls: 1.8890, loss: 1.8890, grad_norm: 3.6996 2021-07-13 08:52:14,210 - mmaction - INFO - Epoch [186][680/1879] lr: 1.781e-02, eta: 1 day, 8:08:26, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5461, top5_acc: 0.7746, loss_cls: 1.9751, loss: 1.9751, grad_norm: 3.7892 2021-07-13 08:52:31,053 - mmaction - INFO - Epoch [186][700/1879] lr: 1.781e-02, eta: 1 day, 8:08:08, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7629, loss_cls: 2.0086, loss: 2.0086, grad_norm: 3.7977 2021-07-13 08:52:47,982 - mmaction - INFO - Epoch [186][720/1879] lr: 1.781e-02, eta: 1 day, 8:07:49, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7602, loss_cls: 2.0066, loss: 2.0066, grad_norm: 3.7801 2021-07-13 08:53:05,074 - mmaction - INFO - Epoch [186][740/1879] lr: 1.781e-02, eta: 1 day, 8:07:32, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7625, loss_cls: 2.0493, loss: 2.0493, grad_norm: 3.8468 2021-07-13 08:53:21,863 - mmaction - INFO - Epoch [186][760/1879] lr: 1.781e-02, eta: 1 day, 8:07:13, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7738, loss_cls: 1.9548, loss: 1.9548, grad_norm: 3.7624 2021-07-13 08:53:39,135 - mmaction - INFO - Epoch [186][780/1879] lr: 1.781e-02, eta: 1 day, 8:06:56, time: 0.866, data_time: 0.005, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7398, loss_cls: 2.0626, loss: 2.0626, grad_norm: 3.8692 2021-07-13 08:53:55,980 - mmaction - INFO - Epoch [186][800/1879] lr: 1.781e-02, eta: 1 day, 8:06:37, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7535, loss_cls: 2.0419, loss: 2.0419, grad_norm: 3.8383 2021-07-13 08:54:12,932 - mmaction - INFO - Epoch [186][820/1879] lr: 1.781e-02, eta: 1 day, 8:06:19, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7754, loss_cls: 1.9669, loss: 1.9669, grad_norm: 3.8554 2021-07-13 08:54:29,902 - mmaction - INFO - Epoch [186][840/1879] lr: 1.781e-02, eta: 1 day, 8:06:01, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7523, loss_cls: 2.0700, loss: 2.0700, grad_norm: 3.9012 2021-07-13 08:54:46,972 - mmaction - INFO - Epoch [186][860/1879] lr: 1.781e-02, eta: 1 day, 8:05:43, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7551, loss_cls: 2.0401, loss: 2.0401, grad_norm: 3.7744 2021-07-13 08:55:03,980 - mmaction - INFO - Epoch [186][880/1879] lr: 1.781e-02, eta: 1 day, 8:05:25, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5418, top5_acc: 0.7633, loss_cls: 2.0236, loss: 2.0236, grad_norm: 3.7743 2021-07-13 08:55:20,819 - mmaction - INFO - Epoch [186][900/1879] lr: 1.781e-02, eta: 1 day, 8:05:07, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7555, loss_cls: 2.0480, loss: 2.0480, grad_norm: 3.8629 2021-07-13 08:55:37,833 - mmaction - INFO - Epoch [186][920/1879] lr: 1.781e-02, eta: 1 day, 8:04:49, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5055, top5_acc: 0.7332, loss_cls: 2.1572, loss: 2.1572, grad_norm: 3.8976 2021-07-13 08:55:54,806 - mmaction - INFO - Epoch [186][940/1879] lr: 1.781e-02, eta: 1 day, 8:04:31, time: 0.850, data_time: 0.007, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7578, loss_cls: 2.0151, loss: 2.0151, grad_norm: 3.7950 2021-07-13 08:56:11,631 - mmaction - INFO - Epoch [186][960/1879] lr: 1.781e-02, eta: 1 day, 8:04:12, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7602, loss_cls: 2.0906, loss: 2.0906, grad_norm: 3.8220 2021-07-13 08:56:28,550 - mmaction - INFO - Epoch [186][980/1879] lr: 1.781e-02, eta: 1 day, 8:03:54, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7633, loss_cls: 2.0254, loss: 2.0254, grad_norm: 3.7894 2021-07-13 08:56:45,660 - mmaction - INFO - Epoch [186][1000/1879] lr: 1.781e-02, eta: 1 day, 8:03:36, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5434, top5_acc: 0.7652, loss_cls: 2.0158, loss: 2.0158, grad_norm: 3.8343 2021-07-13 08:57:02,575 - mmaction - INFO - Epoch [186][1020/1879] lr: 1.781e-02, eta: 1 day, 8:03:18, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5523, top5_acc: 0.7758, loss_cls: 1.9146, loss: 1.9146, grad_norm: 3.7705 2021-07-13 08:57:19,495 - mmaction - INFO - Epoch [186][1040/1879] lr: 1.781e-02, eta: 1 day, 8:03:00, time: 0.848, data_time: 0.007, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7516, loss_cls: 2.0552, loss: 2.0552, grad_norm: 3.8716 2021-07-13 08:57:36,444 - mmaction - INFO - Epoch [186][1060/1879] lr: 1.781e-02, eta: 1 day, 8:02:42, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7422, loss_cls: 2.0699, loss: 2.0699, grad_norm: 3.9124 2021-07-13 08:57:53,463 - mmaction - INFO - Epoch [186][1080/1879] lr: 1.781e-02, eta: 1 day, 8:02:24, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7512, loss_cls: 2.0636, loss: 2.0636, grad_norm: 3.8194 2021-07-13 08:58:10,501 - mmaction - INFO - Epoch [186][1100/1879] lr: 1.781e-02, eta: 1 day, 8:02:06, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7574, loss_cls: 2.0591, loss: 2.0591, grad_norm: 3.8088 2021-07-13 08:58:27,380 - mmaction - INFO - Epoch [186][1120/1879] lr: 1.781e-02, eta: 1 day, 8:01:48, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.5320, top5_acc: 0.7559, loss_cls: 2.0084, loss: 2.0084, grad_norm: 3.7500 2021-07-13 08:58:44,367 - mmaction - INFO - Epoch [186][1140/1879] lr: 1.781e-02, eta: 1 day, 8:01:30, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7656, loss_cls: 1.9866, loss: 1.9866, grad_norm: 3.8376 2021-07-13 08:59:01,457 - mmaction - INFO - Epoch [186][1160/1879] lr: 1.781e-02, eta: 1 day, 8:01:12, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7520, loss_cls: 2.0331, loss: 2.0331, grad_norm: 3.8370 2021-07-13 08:59:18,269 - mmaction - INFO - Epoch [186][1180/1879] lr: 1.781e-02, eta: 1 day, 8:00:53, time: 0.842, data_time: 0.007, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7531, loss_cls: 2.0380, loss: 2.0380, grad_norm: 3.8560 2021-07-13 08:59:35,382 - mmaction - INFO - Epoch [186][1200/1879] lr: 1.781e-02, eta: 1 day, 8:00:35, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7566, loss_cls: 2.0356, loss: 2.0356, grad_norm: 3.8087 2021-07-13 08:59:52,245 - mmaction - INFO - Epoch [186][1220/1879] lr: 1.781e-02, eta: 1 day, 8:00:17, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7633, loss_cls: 2.0266, loss: 2.0266, grad_norm: 3.7848 2021-07-13 09:00:09,135 - mmaction - INFO - Epoch [186][1240/1879] lr: 1.781e-02, eta: 1 day, 7:59:59, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7500, loss_cls: 2.0716, loss: 2.0716, grad_norm: 3.8461 2021-07-13 09:00:25,792 - mmaction - INFO - Epoch [186][1260/1879] lr: 1.781e-02, eta: 1 day, 7:59:41, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7621, loss_cls: 2.0018, loss: 2.0018, grad_norm: 3.7061 2021-07-13 09:00:42,973 - mmaction - INFO - Epoch [186][1280/1879] lr: 1.781e-02, eta: 1 day, 7:59:23, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.5293, top5_acc: 0.7566, loss_cls: 2.0480, loss: 2.0480, grad_norm: 3.8149 2021-07-13 09:00:59,965 - mmaction - INFO - Epoch [186][1300/1879] lr: 1.781e-02, eta: 1 day, 7:59:05, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7590, loss_cls: 2.0536, loss: 2.0536, grad_norm: 3.7798 2021-07-13 09:01:16,979 - mmaction - INFO - Epoch [186][1320/1879] lr: 1.781e-02, eta: 1 day, 7:58:47, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7641, loss_cls: 1.9783, loss: 1.9783, grad_norm: 3.7854 2021-07-13 09:01:33,960 - mmaction - INFO - Epoch [186][1340/1879] lr: 1.781e-02, eta: 1 day, 7:58:29, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7598, loss_cls: 2.0307, loss: 2.0307, grad_norm: 3.7631 2021-07-13 09:01:50,729 - mmaction - INFO - Epoch [186][1360/1879] lr: 1.781e-02, eta: 1 day, 7:58:10, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7625, loss_cls: 2.0180, loss: 2.0180, grad_norm: 3.8800 2021-07-13 09:02:07,713 - mmaction - INFO - Epoch [186][1380/1879] lr: 1.781e-02, eta: 1 day, 7:57:52, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7625, loss_cls: 2.0055, loss: 2.0055, grad_norm: 3.7240 2021-07-13 09:02:24,693 - mmaction - INFO - Epoch [186][1400/1879] lr: 1.781e-02, eta: 1 day, 7:57:34, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7547, loss_cls: 2.0397, loss: 2.0397, grad_norm: 3.8781 2021-07-13 09:02:41,535 - mmaction - INFO - Epoch [186][1420/1879] lr: 1.781e-02, eta: 1 day, 7:57:16, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7504, loss_cls: 2.0564, loss: 2.0564, grad_norm: 3.8372 2021-07-13 09:02:58,403 - mmaction - INFO - Epoch [186][1440/1879] lr: 1.781e-02, eta: 1 day, 7:56:58, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7262, loss_cls: 2.1714, loss: 2.1714, grad_norm: 3.9093 2021-07-13 09:03:15,297 - mmaction - INFO - Epoch [186][1460/1879] lr: 1.781e-02, eta: 1 day, 7:56:39, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7477, loss_cls: 2.1332, loss: 2.1332, grad_norm: 3.8774 2021-07-13 09:03:32,572 - mmaction - INFO - Epoch [186][1480/1879] lr: 1.781e-02, eta: 1 day, 7:56:22, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7500, loss_cls: 2.0755, loss: 2.0755, grad_norm: 3.7804 2021-07-13 09:03:49,416 - mmaction - INFO - Epoch [186][1500/1879] lr: 1.781e-02, eta: 1 day, 7:56:03, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7477, loss_cls: 2.1017, loss: 2.1017, grad_norm: 3.9088 2021-07-13 09:04:06,519 - mmaction - INFO - Epoch [186][1520/1879] lr: 1.781e-02, eta: 1 day, 7:55:45, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7590, loss_cls: 2.0294, loss: 2.0294, grad_norm: 3.8903 2021-07-13 09:04:23,504 - mmaction - INFO - Epoch [186][1540/1879] lr: 1.781e-02, eta: 1 day, 7:55:27, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7508, loss_cls: 2.0530, loss: 2.0530, grad_norm: 3.8486 2021-07-13 09:04:40,548 - mmaction - INFO - Epoch [186][1560/1879] lr: 1.781e-02, eta: 1 day, 7:55:10, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7672, loss_cls: 1.9622, loss: 1.9622, grad_norm: 3.7755 2021-07-13 09:04:57,489 - mmaction - INFO - Epoch [186][1580/1879] lr: 1.781e-02, eta: 1 day, 7:54:51, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7520, loss_cls: 2.0484, loss: 2.0484, grad_norm: 3.8408 2021-07-13 09:05:14,497 - mmaction - INFO - Epoch [186][1600/1879] lr: 1.781e-02, eta: 1 day, 7:54:33, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5363, top5_acc: 0.7570, loss_cls: 2.0295, loss: 2.0295, grad_norm: 3.7289 2021-07-13 09:05:31,484 - mmaction - INFO - Epoch [186][1620/1879] lr: 1.781e-02, eta: 1 day, 7:54:15, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7629, loss_cls: 1.9548, loss: 1.9548, grad_norm: 3.7053 2021-07-13 09:05:48,296 - mmaction - INFO - Epoch [186][1640/1879] lr: 1.781e-02, eta: 1 day, 7:53:57, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.5434, top5_acc: 0.7598, loss_cls: 1.9954, loss: 1.9954, grad_norm: 3.8049 2021-07-13 09:06:05,065 - mmaction - INFO - Epoch [186][1660/1879] lr: 1.781e-02, eta: 1 day, 7:53:39, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7484, loss_cls: 2.0684, loss: 2.0684, grad_norm: 3.9265 2021-07-13 09:06:21,954 - mmaction - INFO - Epoch [186][1680/1879] lr: 1.781e-02, eta: 1 day, 7:53:20, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7473, loss_cls: 2.0974, loss: 2.0974, grad_norm: 4.0086 2021-07-13 09:06:38,848 - mmaction - INFO - Epoch [186][1700/1879] lr: 1.781e-02, eta: 1 day, 7:53:02, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5262, top5_acc: 0.7578, loss_cls: 2.0588, loss: 2.0588, grad_norm: 3.7940 2021-07-13 09:06:55,923 - mmaction - INFO - Epoch [186][1720/1879] lr: 1.781e-02, eta: 1 day, 7:52:44, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7562, loss_cls: 2.0583, loss: 2.0583, grad_norm: 3.8339 2021-07-13 09:07:12,673 - mmaction - INFO - Epoch [186][1740/1879] lr: 1.781e-02, eta: 1 day, 7:52:26, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7438, loss_cls: 2.0990, loss: 2.0990, grad_norm: 3.8070 2021-07-13 09:07:29,662 - mmaction - INFO - Epoch [186][1760/1879] lr: 1.781e-02, eta: 1 day, 7:52:08, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7523, loss_cls: 2.0488, loss: 2.0488, grad_norm: 3.9000 2021-07-13 09:07:46,480 - mmaction - INFO - Epoch [186][1780/1879] lr: 1.781e-02, eta: 1 day, 7:51:50, time: 0.839, data_time: 0.007, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7535, loss_cls: 2.0148, loss: 2.0148, grad_norm: 3.8021 2021-07-13 09:08:03,450 - mmaction - INFO - Epoch [186][1800/1879] lr: 1.781e-02, eta: 1 day, 7:51:32, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7539, loss_cls: 2.0411, loss: 2.0411, grad_norm: 3.9092 2021-07-13 09:08:20,477 - mmaction - INFO - Epoch [186][1820/1879] lr: 1.781e-02, eta: 1 day, 7:51:14, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5523, top5_acc: 0.7609, loss_cls: 1.9443, loss: 1.9443, grad_norm: 3.7432 2021-07-13 09:08:37,274 - mmaction - INFO - Epoch [186][1840/1879] lr: 1.781e-02, eta: 1 day, 7:50:55, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5359, top5_acc: 0.7582, loss_cls: 2.0206, loss: 2.0206, grad_norm: 3.8289 2021-07-13 09:08:54,328 - mmaction - INFO - Epoch [186][1860/1879] lr: 1.781e-02, eta: 1 day, 7:50:37, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.5414, top5_acc: 0.7637, loss_cls: 2.0044, loss: 2.0044, grad_norm: 3.8425 2021-07-13 09:10:21,803 - mmaction - INFO - Epoch [187][20/1879] lr: 1.734e-02, eta: 1 day, 7:50:54, time: 3.494, data_time: 2.621, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7539, loss_cls: 2.0338, loss: 2.0338, grad_norm: 3.7896 2021-07-13 09:10:38,464 - mmaction - INFO - Epoch [187][40/1879] lr: 1.734e-02, eta: 1 day, 7:50:35, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7707, loss_cls: 1.9330, loss: 1.9330, grad_norm: 3.7446 2021-07-13 09:10:55,545 - mmaction - INFO - Epoch [187][60/1879] lr: 1.734e-02, eta: 1 day, 7:50:17, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5535, top5_acc: 0.7594, loss_cls: 1.9558, loss: 1.9558, grad_norm: 3.7503 2021-07-13 09:11:12,271 - mmaction - INFO - Epoch [187][80/1879] lr: 1.734e-02, eta: 1 day, 7:49:59, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.5516, top5_acc: 0.7652, loss_cls: 1.9791, loss: 1.9791, grad_norm: 3.7080 2021-07-13 09:11:29,233 - mmaction - INFO - Epoch [187][100/1879] lr: 1.734e-02, eta: 1 day, 7:49:41, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5359, top5_acc: 0.7590, loss_cls: 2.0056, loss: 2.0056, grad_norm: 3.8358 2021-07-13 09:11:46,190 - mmaction - INFO - Epoch [187][120/1879] lr: 1.734e-02, eta: 1 day, 7:49:22, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7656, loss_cls: 1.9572, loss: 1.9572, grad_norm: 3.8429 2021-07-13 09:12:03,045 - mmaction - INFO - Epoch [187][140/1879] lr: 1.734e-02, eta: 1 day, 7:49:04, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7676, loss_cls: 1.9978, loss: 1.9978, grad_norm: 3.9694 2021-07-13 09:12:20,025 - mmaction - INFO - Epoch [187][160/1879] lr: 1.734e-02, eta: 1 day, 7:48:46, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7547, loss_cls: 2.0188, loss: 2.0188, grad_norm: 3.9007 2021-07-13 09:12:37,035 - mmaction - INFO - Epoch [187][180/1879] lr: 1.734e-02, eta: 1 day, 7:48:28, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7684, loss_cls: 1.9658, loss: 1.9658, grad_norm: 3.8887 2021-07-13 09:12:53,770 - mmaction - INFO - Epoch [187][200/1879] lr: 1.734e-02, eta: 1 day, 7:48:10, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.5172, top5_acc: 0.7426, loss_cls: 2.0795, loss: 2.0795, grad_norm: 3.8576 2021-07-13 09:13:10,234 - mmaction - INFO - Epoch [187][220/1879] lr: 1.734e-02, eta: 1 day, 7:47:51, time: 0.825, data_time: 0.004, memory: 6454, top1_acc: 0.5469, top5_acc: 0.7605, loss_cls: 1.9813, loss: 1.9813, grad_norm: 3.7374 2021-07-13 09:13:27,251 - mmaction - INFO - Epoch [187][240/1879] lr: 1.734e-02, eta: 1 day, 7:47:33, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7711, loss_cls: 1.9482, loss: 1.9482, grad_norm: 3.8107 2021-07-13 09:13:44,262 - mmaction - INFO - Epoch [187][260/1879] lr: 1.734e-02, eta: 1 day, 7:47:15, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7711, loss_cls: 1.9726, loss: 1.9726, grad_norm: 3.7979 2021-07-13 09:14:01,142 - mmaction - INFO - Epoch [187][280/1879] lr: 1.734e-02, eta: 1 day, 7:46:57, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7590, loss_cls: 2.0238, loss: 2.0238, grad_norm: 3.8208 2021-07-13 09:14:18,104 - mmaction - INFO - Epoch [187][300/1879] lr: 1.734e-02, eta: 1 day, 7:46:39, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7570, loss_cls: 2.0055, loss: 2.0055, grad_norm: 3.7221 2021-07-13 09:14:35,272 - mmaction - INFO - Epoch [187][320/1879] lr: 1.734e-02, eta: 1 day, 7:46:21, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7730, loss_cls: 1.9548, loss: 1.9548, grad_norm: 3.8064 2021-07-13 09:14:52,264 - mmaction - INFO - Epoch [187][340/1879] lr: 1.734e-02, eta: 1 day, 7:46:03, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7578, loss_cls: 2.0333, loss: 2.0333, grad_norm: 3.9706 2021-07-13 09:15:09,134 - mmaction - INFO - Epoch [187][360/1879] lr: 1.734e-02, eta: 1 day, 7:45:44, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5387, top5_acc: 0.7602, loss_cls: 1.9990, loss: 1.9990, grad_norm: 3.8474 2021-07-13 09:15:26,049 - mmaction - INFO - Epoch [187][380/1879] lr: 1.734e-02, eta: 1 day, 7:45:26, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7582, loss_cls: 1.9996, loss: 1.9996, grad_norm: 3.8146 2021-07-13 09:15:42,925 - mmaction - INFO - Epoch [187][400/1879] lr: 1.734e-02, eta: 1 day, 7:45:08, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5262, top5_acc: 0.7570, loss_cls: 2.0154, loss: 2.0154, grad_norm: 3.8260 2021-07-13 09:15:59,631 - mmaction - INFO - Epoch [187][420/1879] lr: 1.734e-02, eta: 1 day, 7:44:50, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5207, top5_acc: 0.7566, loss_cls: 2.0468, loss: 2.0468, grad_norm: 3.8191 2021-07-13 09:16:16,640 - mmaction - INFO - Epoch [187][440/1879] lr: 1.734e-02, eta: 1 day, 7:44:32, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7535, loss_cls: 2.0478, loss: 2.0478, grad_norm: 3.8556 2021-07-13 09:16:33,435 - mmaction - INFO - Epoch [187][460/1879] lr: 1.734e-02, eta: 1 day, 7:44:13, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.5363, top5_acc: 0.7531, loss_cls: 2.0607, loss: 2.0607, grad_norm: 3.8161 2021-07-13 09:16:50,043 - mmaction - INFO - Epoch [187][480/1879] lr: 1.734e-02, eta: 1 day, 7:43:55, time: 0.831, data_time: 0.006, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7625, loss_cls: 1.9578, loss: 1.9578, grad_norm: 3.8174 2021-07-13 09:17:06,810 - mmaction - INFO - Epoch [187][500/1879] lr: 1.734e-02, eta: 1 day, 7:43:36, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7680, loss_cls: 2.0163, loss: 2.0163, grad_norm: 3.7974 2021-07-13 09:17:23,900 - mmaction - INFO - Epoch [187][520/1879] lr: 1.734e-02, eta: 1 day, 7:43:18, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5539, top5_acc: 0.7676, loss_cls: 1.9571, loss: 1.9571, grad_norm: 3.8041 2021-07-13 09:17:40,671 - mmaction - INFO - Epoch [187][540/1879] lr: 1.734e-02, eta: 1 day, 7:43:00, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7598, loss_cls: 2.0123, loss: 2.0123, grad_norm: 3.9168 2021-07-13 09:17:57,647 - mmaction - INFO - Epoch [187][560/1879] lr: 1.734e-02, eta: 1 day, 7:42:42, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7582, loss_cls: 2.0457, loss: 2.0457, grad_norm: 3.8317 2021-07-13 09:18:14,393 - mmaction - INFO - Epoch [187][580/1879] lr: 1.734e-02, eta: 1 day, 7:42:24, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5418, top5_acc: 0.7621, loss_cls: 2.0009, loss: 2.0009, grad_norm: 3.7469 2021-07-13 09:18:31,426 - mmaction - INFO - Epoch [187][600/1879] lr: 1.734e-02, eta: 1 day, 7:42:06, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5484, top5_acc: 0.7621, loss_cls: 1.9839, loss: 1.9839, grad_norm: 3.8031 2021-07-13 09:18:48,460 - mmaction - INFO - Epoch [187][620/1879] lr: 1.734e-02, eta: 1 day, 7:41:48, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5363, top5_acc: 0.7609, loss_cls: 1.9753, loss: 1.9753, grad_norm: 3.8455 2021-07-13 09:19:05,347 - mmaction - INFO - Epoch [187][640/1879] lr: 1.734e-02, eta: 1 day, 7:41:29, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7676, loss_cls: 2.0006, loss: 2.0006, grad_norm: 3.8218 2021-07-13 09:19:22,434 - mmaction - INFO - Epoch [187][660/1879] lr: 1.734e-02, eta: 1 day, 7:41:12, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5105, top5_acc: 0.7410, loss_cls: 2.1148, loss: 2.1148, grad_norm: 3.9035 2021-07-13 09:19:39,325 - mmaction - INFO - Epoch [187][680/1879] lr: 1.734e-02, eta: 1 day, 7:40:53, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5375, top5_acc: 0.7668, loss_cls: 1.9540, loss: 1.9540, grad_norm: 3.8168 2021-07-13 09:19:56,167 - mmaction - INFO - Epoch [187][700/1879] lr: 1.734e-02, eta: 1 day, 7:40:35, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7523, loss_cls: 2.0195, loss: 2.0195, grad_norm: 3.8864 2021-07-13 09:20:13,063 - mmaction - INFO - Epoch [187][720/1879] lr: 1.734e-02, eta: 1 day, 7:40:17, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7703, loss_cls: 1.9575, loss: 1.9575, grad_norm: 3.7967 2021-07-13 09:20:30,299 - mmaction - INFO - Epoch [187][740/1879] lr: 1.734e-02, eta: 1 day, 7:39:59, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7527, loss_cls: 2.0536, loss: 2.0536, grad_norm: 3.8897 2021-07-13 09:20:46,935 - mmaction - INFO - Epoch [187][760/1879] lr: 1.734e-02, eta: 1 day, 7:39:41, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7676, loss_cls: 1.9688, loss: 1.9688, grad_norm: 3.8059 2021-07-13 09:21:03,926 - mmaction - INFO - Epoch [187][780/1879] lr: 1.734e-02, eta: 1 day, 7:39:23, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7652, loss_cls: 2.0109, loss: 2.0109, grad_norm: 3.8413 2021-07-13 09:21:20,794 - mmaction - INFO - Epoch [187][800/1879] lr: 1.734e-02, eta: 1 day, 7:39:04, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7652, loss_cls: 1.9877, loss: 1.9877, grad_norm: 3.8500 2021-07-13 09:21:37,965 - mmaction - INFO - Epoch [187][820/1879] lr: 1.734e-02, eta: 1 day, 7:38:47, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7629, loss_cls: 2.0503, loss: 2.0503, grad_norm: 3.9353 2021-07-13 09:21:54,936 - mmaction - INFO - Epoch [187][840/1879] lr: 1.734e-02, eta: 1 day, 7:38:29, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5363, top5_acc: 0.7711, loss_cls: 1.9727, loss: 1.9727, grad_norm: 3.8501 2021-07-13 09:22:11,766 - mmaction - INFO - Epoch [187][860/1879] lr: 1.734e-02, eta: 1 day, 7:38:10, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7574, loss_cls: 2.0339, loss: 2.0339, grad_norm: 3.8914 2021-07-13 09:22:28,769 - mmaction - INFO - Epoch [187][880/1879] lr: 1.734e-02, eta: 1 day, 7:37:52, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7500, loss_cls: 2.0618, loss: 2.0618, grad_norm: 3.7832 2021-07-13 09:22:45,613 - mmaction - INFO - Epoch [187][900/1879] lr: 1.734e-02, eta: 1 day, 7:37:34, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5531, top5_acc: 0.7695, loss_cls: 1.9660, loss: 1.9660, grad_norm: 3.7915 2021-07-13 09:23:02,479 - mmaction - INFO - Epoch [187][920/1879] lr: 1.734e-02, eta: 1 day, 7:37:16, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5445, top5_acc: 0.7648, loss_cls: 1.9849, loss: 1.9849, grad_norm: 3.7229 2021-07-13 09:23:19,354 - mmaction - INFO - Epoch [187][940/1879] lr: 1.734e-02, eta: 1 day, 7:36:58, time: 0.843, data_time: 0.007, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7574, loss_cls: 2.0345, loss: 2.0345, grad_norm: 3.8719 2021-07-13 09:23:36,072 - mmaction - INFO - Epoch [187][960/1879] lr: 1.734e-02, eta: 1 day, 7:36:39, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.5414, top5_acc: 0.7543, loss_cls: 2.0442, loss: 2.0442, grad_norm: 3.7930 2021-07-13 09:23:52,934 - mmaction - INFO - Epoch [187][980/1879] lr: 1.734e-02, eta: 1 day, 7:36:21, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5344, top5_acc: 0.7645, loss_cls: 2.0118, loss: 2.0118, grad_norm: 3.7131 2021-07-13 09:24:09,750 - mmaction - INFO - Epoch [187][1000/1879] lr: 1.734e-02, eta: 1 day, 7:36:03, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5465, top5_acc: 0.7668, loss_cls: 1.9747, loss: 1.9747, grad_norm: 3.7214 2021-07-13 09:24:26,684 - mmaction - INFO - Epoch [187][1020/1879] lr: 1.734e-02, eta: 1 day, 7:35:45, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7590, loss_cls: 2.0172, loss: 2.0172, grad_norm: 3.7655 2021-07-13 09:24:43,494 - mmaction - INFO - Epoch [187][1040/1879] lr: 1.734e-02, eta: 1 day, 7:35:26, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 2.0112, loss: 2.0112, grad_norm: 3.8856 2021-07-13 09:25:00,497 - mmaction - INFO - Epoch [187][1060/1879] lr: 1.734e-02, eta: 1 day, 7:35:08, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5363, top5_acc: 0.7707, loss_cls: 2.0016, loss: 2.0016, grad_norm: 3.8198 2021-07-13 09:25:17,554 - mmaction - INFO - Epoch [187][1080/1879] lr: 1.734e-02, eta: 1 day, 7:34:50, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7547, loss_cls: 2.0897, loss: 2.0897, grad_norm: 3.9364 2021-07-13 09:25:34,747 - mmaction - INFO - Epoch [187][1100/1879] lr: 1.734e-02, eta: 1 day, 7:34:33, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7457, loss_cls: 2.0600, loss: 2.0600, grad_norm: 3.8703 2021-07-13 09:25:51,703 - mmaction - INFO - Epoch [187][1120/1879] lr: 1.734e-02, eta: 1 day, 7:34:15, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7633, loss_cls: 1.9838, loss: 1.9838, grad_norm: 3.8483 2021-07-13 09:26:08,769 - mmaction - INFO - Epoch [187][1140/1879] lr: 1.734e-02, eta: 1 day, 7:33:57, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7617, loss_cls: 2.0437, loss: 2.0437, grad_norm: 3.9266 2021-07-13 09:26:25,742 - mmaction - INFO - Epoch [187][1160/1879] lr: 1.734e-02, eta: 1 day, 7:33:39, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5344, top5_acc: 0.7508, loss_cls: 1.9774, loss: 1.9774, grad_norm: 3.7801 2021-07-13 09:26:42,796 - mmaction - INFO - Epoch [187][1180/1879] lr: 1.734e-02, eta: 1 day, 7:33:21, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7633, loss_cls: 2.0135, loss: 2.0135, grad_norm: 3.7844 2021-07-13 09:26:59,683 - mmaction - INFO - Epoch [187][1200/1879] lr: 1.734e-02, eta: 1 day, 7:33:02, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7758, loss_cls: 1.9494, loss: 1.9494, grad_norm: 3.8847 2021-07-13 09:27:16,519 - mmaction - INFO - Epoch [187][1220/1879] lr: 1.734e-02, eta: 1 day, 7:32:44, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7668, loss_cls: 1.9541, loss: 1.9541, grad_norm: 3.8581 2021-07-13 09:27:33,492 - mmaction - INFO - Epoch [187][1240/1879] lr: 1.734e-02, eta: 1 day, 7:32:26, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7594, loss_cls: 1.9951, loss: 1.9951, grad_norm: 3.8925 2021-07-13 09:27:50,412 - mmaction - INFO - Epoch [187][1260/1879] lr: 1.734e-02, eta: 1 day, 7:32:08, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7613, loss_cls: 2.0364, loss: 2.0364, grad_norm: 3.9365 2021-07-13 09:28:07,313 - mmaction - INFO - Epoch [187][1280/1879] lr: 1.734e-02, eta: 1 day, 7:31:50, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7535, loss_cls: 2.0683, loss: 2.0683, grad_norm: 3.9428 2021-07-13 09:28:23,997 - mmaction - INFO - Epoch [187][1300/1879] lr: 1.734e-02, eta: 1 day, 7:31:31, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7660, loss_cls: 2.0448, loss: 2.0448, grad_norm: 3.9384 2021-07-13 09:28:41,036 - mmaction - INFO - Epoch [187][1320/1879] lr: 1.734e-02, eta: 1 day, 7:31:13, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5199, top5_acc: 0.7488, loss_cls: 2.0348, loss: 2.0348, grad_norm: 3.8945 2021-07-13 09:28:58,030 - mmaction - INFO - Epoch [187][1340/1879] lr: 1.734e-02, eta: 1 day, 7:30:55, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7695, loss_cls: 2.0239, loss: 2.0239, grad_norm: 3.8652 2021-07-13 09:29:14,884 - mmaction - INFO - Epoch [187][1360/1879] lr: 1.734e-02, eta: 1 day, 7:30:37, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7613, loss_cls: 2.0338, loss: 2.0338, grad_norm: 3.8835 2021-07-13 09:29:31,865 - mmaction - INFO - Epoch [187][1380/1879] lr: 1.734e-02, eta: 1 day, 7:30:19, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7656, loss_cls: 2.0368, loss: 2.0368, grad_norm: 3.8486 2021-07-13 09:29:48,832 - mmaction - INFO - Epoch [187][1400/1879] lr: 1.734e-02, eta: 1 day, 7:30:01, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5215, top5_acc: 0.7477, loss_cls: 2.0654, loss: 2.0654, grad_norm: 3.7898 2021-07-13 09:30:05,488 - mmaction - INFO - Epoch [187][1420/1879] lr: 1.734e-02, eta: 1 day, 7:29:43, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7500, loss_cls: 2.0149, loss: 2.0149, grad_norm: 3.7855 2021-07-13 09:30:22,575 - mmaction - INFO - Epoch [187][1440/1879] lr: 1.734e-02, eta: 1 day, 7:29:25, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.5496, top5_acc: 0.7801, loss_cls: 1.9263, loss: 1.9263, grad_norm: 3.8470 2021-07-13 09:30:39,618 - mmaction - INFO - Epoch [187][1460/1879] lr: 1.734e-02, eta: 1 day, 7:29:07, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7438, loss_cls: 2.0827, loss: 2.0827, grad_norm: 3.9190 2021-07-13 09:30:56,659 - mmaction - INFO - Epoch [187][1480/1879] lr: 1.734e-02, eta: 1 day, 7:28:49, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7633, loss_cls: 2.0259, loss: 2.0259, grad_norm: 3.9018 2021-07-13 09:31:13,644 - mmaction - INFO - Epoch [187][1500/1879] lr: 1.734e-02, eta: 1 day, 7:28:31, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7668, loss_cls: 1.9778, loss: 1.9778, grad_norm: 3.8854 2021-07-13 09:31:30,479 - mmaction - INFO - Epoch [187][1520/1879] lr: 1.734e-02, eta: 1 day, 7:28:13, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5531, top5_acc: 0.7762, loss_cls: 1.9502, loss: 1.9502, grad_norm: 3.7876 2021-07-13 09:31:47,414 - mmaction - INFO - Epoch [187][1540/1879] lr: 1.734e-02, eta: 1 day, 7:27:54, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5422, top5_acc: 0.7746, loss_cls: 1.9729, loss: 1.9729, grad_norm: 3.8323 2021-07-13 09:32:03,972 - mmaction - INFO - Epoch [187][1560/1879] lr: 1.734e-02, eta: 1 day, 7:27:36, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.5348, top5_acc: 0.7574, loss_cls: 2.0263, loss: 2.0263, grad_norm: 3.8867 2021-07-13 09:32:20,896 - mmaction - INFO - Epoch [187][1580/1879] lr: 1.734e-02, eta: 1 day, 7:27:18, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7555, loss_cls: 2.0430, loss: 2.0430, grad_norm: 3.9316 2021-07-13 09:32:37,808 - mmaction - INFO - Epoch [187][1600/1879] lr: 1.734e-02, eta: 1 day, 7:27:00, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5320, top5_acc: 0.7676, loss_cls: 1.9858, loss: 1.9858, grad_norm: 3.7760 2021-07-13 09:32:54,800 - mmaction - INFO - Epoch [187][1620/1879] lr: 1.734e-02, eta: 1 day, 7:26:42, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5098, top5_acc: 0.7371, loss_cls: 2.1495, loss: 2.1495, grad_norm: 3.9403 2021-07-13 09:33:11,831 - mmaction - INFO - Epoch [187][1640/1879] lr: 1.734e-02, eta: 1 day, 7:26:24, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7660, loss_cls: 2.0209, loss: 2.0209, grad_norm: 3.8651 2021-07-13 09:33:28,869 - mmaction - INFO - Epoch [187][1660/1879] lr: 1.734e-02, eta: 1 day, 7:26:06, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5387, top5_acc: 0.7637, loss_cls: 2.0197, loss: 2.0197, grad_norm: 3.8042 2021-07-13 09:33:45,754 - mmaction - INFO - Epoch [187][1680/1879] lr: 1.734e-02, eta: 1 day, 7:25:47, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7500, loss_cls: 2.0446, loss: 2.0446, grad_norm: 3.8095 2021-07-13 09:34:02,555 - mmaction - INFO - Epoch [187][1700/1879] lr: 1.734e-02, eta: 1 day, 7:25:29, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7594, loss_cls: 2.0271, loss: 2.0271, grad_norm: 3.8892 2021-07-13 09:34:19,511 - mmaction - INFO - Epoch [187][1720/1879] lr: 1.734e-02, eta: 1 day, 7:25:11, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5133, top5_acc: 0.7562, loss_cls: 2.0419, loss: 2.0419, grad_norm: 3.8833 2021-07-13 09:34:36,511 - mmaction - INFO - Epoch [187][1740/1879] lr: 1.734e-02, eta: 1 day, 7:24:53, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5141, top5_acc: 0.7391, loss_cls: 2.1297, loss: 2.1297, grad_norm: 3.8459 2021-07-13 09:34:53,416 - mmaction - INFO - Epoch [187][1760/1879] lr: 1.734e-02, eta: 1 day, 7:24:35, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.5344, top5_acc: 0.7684, loss_cls: 2.0184, loss: 2.0184, grad_norm: 3.8461 2021-07-13 09:35:10,634 - mmaction - INFO - Epoch [187][1780/1879] lr: 1.734e-02, eta: 1 day, 7:24:17, time: 0.861, data_time: 0.007, memory: 6454, top1_acc: 0.5109, top5_acc: 0.7500, loss_cls: 2.1128, loss: 2.1128, grad_norm: 3.9268 2021-07-13 09:35:27,556 - mmaction - INFO - Epoch [187][1800/1879] lr: 1.734e-02, eta: 1 day, 7:23:59, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7625, loss_cls: 2.0031, loss: 2.0031, grad_norm: 3.7975 2021-07-13 09:35:44,587 - mmaction - INFO - Epoch [187][1820/1879] lr: 1.734e-02, eta: 1 day, 7:23:41, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5117, top5_acc: 0.7531, loss_cls: 2.1051, loss: 2.1051, grad_norm: 3.9501 2021-07-13 09:36:01,437 - mmaction - INFO - Epoch [187][1840/1879] lr: 1.734e-02, eta: 1 day, 7:23:23, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7449, loss_cls: 2.0931, loss: 2.0931, grad_norm: 3.8817 2021-07-13 09:36:18,251 - mmaction - INFO - Epoch [187][1860/1879] lr: 1.734e-02, eta: 1 day, 7:23:05, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7699, loss_cls: 1.9902, loss: 1.9902, grad_norm: 3.8995 2021-07-13 09:37:43,251 - mmaction - INFO - Epoch [188][20/1879] lr: 1.688e-02, eta: 1 day, 7:23:14, time: 3.299, data_time: 1.800, memory: 6454, top1_acc: 0.5348, top5_acc: 0.7586, loss_cls: 1.9926, loss: 1.9926, grad_norm: 3.7761 2021-07-13 09:38:00,002 - mmaction - INFO - Epoch [188][40/1879] lr: 1.688e-02, eta: 1 day, 7:22:56, time: 0.837, data_time: 0.009, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7535, loss_cls: 2.0329, loss: 2.0329, grad_norm: 3.9247 2021-07-13 09:38:16,659 - mmaction - INFO - Epoch [188][60/1879] lr: 1.688e-02, eta: 1 day, 7:22:37, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7605, loss_cls: 1.9984, loss: 1.9984, grad_norm: 3.7826 2021-07-13 09:38:33,634 - mmaction - INFO - Epoch [188][80/1879] lr: 1.688e-02, eta: 1 day, 7:22:19, time: 0.848, data_time: 0.007, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7520, loss_cls: 2.0534, loss: 2.0534, grad_norm: 3.9141 2021-07-13 09:38:50,327 - mmaction - INFO - Epoch [188][100/1879] lr: 1.688e-02, eta: 1 day, 7:22:01, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.5410, top5_acc: 0.7590, loss_cls: 1.9755, loss: 1.9755, grad_norm: 3.7985 2021-07-13 09:39:07,234 - mmaction - INFO - Epoch [188][120/1879] lr: 1.688e-02, eta: 1 day, 7:21:43, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5410, top5_acc: 0.7684, loss_cls: 1.9759, loss: 1.9759, grad_norm: 3.8833 2021-07-13 09:39:24,169 - mmaction - INFO - Epoch [188][140/1879] lr: 1.688e-02, eta: 1 day, 7:21:24, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7625, loss_cls: 2.0012, loss: 2.0012, grad_norm: 3.8776 2021-07-13 09:39:41,014 - mmaction - INFO - Epoch [188][160/1879] lr: 1.688e-02, eta: 1 day, 7:21:06, time: 0.842, data_time: 0.007, memory: 6454, top1_acc: 0.5469, top5_acc: 0.7738, loss_cls: 1.9555, loss: 1.9555, grad_norm: 3.9338 2021-07-13 09:39:58,126 - mmaction - INFO - Epoch [188][180/1879] lr: 1.688e-02, eta: 1 day, 7:20:48, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7523, loss_cls: 2.0565, loss: 2.0565, grad_norm: 3.9576 2021-07-13 09:40:15,098 - mmaction - INFO - Epoch [188][200/1879] lr: 1.688e-02, eta: 1 day, 7:20:30, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7629, loss_cls: 1.9897, loss: 1.9897, grad_norm: 3.9891 2021-07-13 09:40:31,985 - mmaction - INFO - Epoch [188][220/1879] lr: 1.688e-02, eta: 1 day, 7:20:12, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7652, loss_cls: 2.0052, loss: 2.0052, grad_norm: 3.8756 2021-07-13 09:40:48,550 - mmaction - INFO - Epoch [188][240/1879] lr: 1.688e-02, eta: 1 day, 7:19:54, time: 0.828, data_time: 0.006, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7777, loss_cls: 1.9739, loss: 1.9739, grad_norm: 3.8444 2021-07-13 09:41:05,517 - mmaction - INFO - Epoch [188][260/1879] lr: 1.688e-02, eta: 1 day, 7:19:36, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5293, top5_acc: 0.7543, loss_cls: 2.0394, loss: 2.0394, grad_norm: 3.7757 2021-07-13 09:41:22,518 - mmaction - INFO - Epoch [188][280/1879] lr: 1.688e-02, eta: 1 day, 7:19:17, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5516, top5_acc: 0.7680, loss_cls: 1.9712, loss: 1.9712, grad_norm: 3.8496 2021-07-13 09:41:39,742 - mmaction - INFO - Epoch [188][300/1879] lr: 1.688e-02, eta: 1 day, 7:19:00, time: 0.861, data_time: 0.002, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7551, loss_cls: 2.0044, loss: 2.0044, grad_norm: 3.8213 2021-07-13 09:41:56,851 - mmaction - INFO - Epoch [188][320/1879] lr: 1.688e-02, eta: 1 day, 7:18:42, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7816, loss_cls: 1.9094, loss: 1.9094, grad_norm: 3.8564 2021-07-13 09:42:13,723 - mmaction - INFO - Epoch [188][340/1879] lr: 1.688e-02, eta: 1 day, 7:18:24, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7684, loss_cls: 1.9690, loss: 1.9690, grad_norm: 3.9152 2021-07-13 09:42:30,632 - mmaction - INFO - Epoch [188][360/1879] lr: 1.688e-02, eta: 1 day, 7:18:06, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7867, loss_cls: 1.9356, loss: 1.9356, grad_norm: 3.9088 2021-07-13 09:42:47,295 - mmaction - INFO - Epoch [188][380/1879] lr: 1.688e-02, eta: 1 day, 7:17:47, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7555, loss_cls: 2.0093, loss: 2.0093, grad_norm: 3.8649 2021-07-13 09:43:04,093 - mmaction - INFO - Epoch [188][400/1879] lr: 1.688e-02, eta: 1 day, 7:17:29, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5344, top5_acc: 0.7676, loss_cls: 2.0159, loss: 2.0159, grad_norm: 3.9207 2021-07-13 09:43:20,640 - mmaction - INFO - Epoch [188][420/1879] lr: 1.688e-02, eta: 1 day, 7:17:10, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7695, loss_cls: 2.0114, loss: 2.0114, grad_norm: 3.9262 2021-07-13 09:43:37,496 - mmaction - INFO - Epoch [188][440/1879] lr: 1.688e-02, eta: 1 day, 7:16:52, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5590, top5_acc: 0.7707, loss_cls: 1.9521, loss: 1.9521, grad_norm: 3.7837 2021-07-13 09:43:54,428 - mmaction - INFO - Epoch [188][460/1879] lr: 1.688e-02, eta: 1 day, 7:16:34, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7461, loss_cls: 2.0953, loss: 2.0953, grad_norm: 3.9601 2021-07-13 09:44:11,620 - mmaction - INFO - Epoch [188][480/1879] lr: 1.688e-02, eta: 1 day, 7:16:16, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.5434, top5_acc: 0.7684, loss_cls: 1.9960, loss: 1.9960, grad_norm: 3.8479 2021-07-13 09:44:28,380 - mmaction - INFO - Epoch [188][500/1879] lr: 1.688e-02, eta: 1 day, 7:15:58, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.5387, top5_acc: 0.7637, loss_cls: 1.9746, loss: 1.9746, grad_norm: 3.8011 2021-07-13 09:44:45,406 - mmaction - INFO - Epoch [188][520/1879] lr: 1.688e-02, eta: 1 day, 7:15:40, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7605, loss_cls: 2.0102, loss: 2.0102, grad_norm: 3.9078 2021-07-13 09:45:02,278 - mmaction - INFO - Epoch [188][540/1879] lr: 1.688e-02, eta: 1 day, 7:15:22, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5320, top5_acc: 0.7641, loss_cls: 2.0070, loss: 2.0070, grad_norm: 3.8905 2021-07-13 09:45:19,309 - mmaction - INFO - Epoch [188][560/1879] lr: 1.688e-02, eta: 1 day, 7:15:04, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5375, top5_acc: 0.7617, loss_cls: 2.0330, loss: 2.0330, grad_norm: 3.8118 2021-07-13 09:45:36,378 - mmaction - INFO - Epoch [188][580/1879] lr: 1.688e-02, eta: 1 day, 7:14:46, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7863, loss_cls: 1.9301, loss: 1.9301, grad_norm: 3.9537 2021-07-13 09:45:52,840 - mmaction - INFO - Epoch [188][600/1879] lr: 1.688e-02, eta: 1 day, 7:14:27, time: 0.823, data_time: 0.002, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7543, loss_cls: 2.0320, loss: 2.0320, grad_norm: 3.8667 2021-07-13 09:46:10,095 - mmaction - INFO - Epoch [188][620/1879] lr: 1.688e-02, eta: 1 day, 7:14:09, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7547, loss_cls: 2.0362, loss: 2.0362, grad_norm: 3.8853 2021-07-13 09:46:27,233 - mmaction - INFO - Epoch [188][640/1879] lr: 1.688e-02, eta: 1 day, 7:13:52, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7637, loss_cls: 1.9747, loss: 1.9747, grad_norm: 3.8166 2021-07-13 09:46:44,208 - mmaction - INFO - Epoch [188][660/1879] lr: 1.688e-02, eta: 1 day, 7:13:34, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7707, loss_cls: 1.9714, loss: 1.9714, grad_norm: 3.8766 2021-07-13 09:47:01,169 - mmaction - INFO - Epoch [188][680/1879] lr: 1.688e-02, eta: 1 day, 7:13:16, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7652, loss_cls: 2.0023, loss: 2.0023, grad_norm: 3.9184 2021-07-13 09:47:17,863 - mmaction - INFO - Epoch [188][700/1879] lr: 1.688e-02, eta: 1 day, 7:12:57, time: 0.833, data_time: 0.007, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7801, loss_cls: 1.9000, loss: 1.9000, grad_norm: 3.8605 2021-07-13 09:47:34,645 - mmaction - INFO - Epoch [188][720/1879] lr: 1.688e-02, eta: 1 day, 7:12:39, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7480, loss_cls: 2.0821, loss: 2.0821, grad_norm: 4.0027 2021-07-13 09:47:51,269 - mmaction - INFO - Epoch [188][740/1879] lr: 1.688e-02, eta: 1 day, 7:12:20, time: 0.831, data_time: 0.006, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7629, loss_cls: 2.0078, loss: 2.0078, grad_norm: 3.8805 2021-07-13 09:48:08,444 - mmaction - INFO - Epoch [188][760/1879] lr: 1.688e-02, eta: 1 day, 7:12:02, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5469, top5_acc: 0.7707, loss_cls: 1.9676, loss: 1.9676, grad_norm: 3.7933 2021-07-13 09:48:25,223 - mmaction - INFO - Epoch [188][780/1879] lr: 1.688e-02, eta: 1 day, 7:11:44, time: 0.842, data_time: 0.007, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7602, loss_cls: 1.9983, loss: 1.9983, grad_norm: 3.7969 2021-07-13 09:48:42,241 - mmaction - INFO - Epoch [188][800/1879] lr: 1.688e-02, eta: 1 day, 7:11:26, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7609, loss_cls: 2.0567, loss: 2.0567, grad_norm: 3.8998 2021-07-13 09:48:59,266 - mmaction - INFO - Epoch [188][820/1879] lr: 1.688e-02, eta: 1 day, 7:11:08, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5437, top5_acc: 0.7520, loss_cls: 1.9903, loss: 1.9903, grad_norm: 3.8338 2021-07-13 09:49:16,233 - mmaction - INFO - Epoch [188][840/1879] lr: 1.688e-02, eta: 1 day, 7:10:50, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7551, loss_cls: 2.0392, loss: 2.0392, grad_norm: 3.9294 2021-07-13 09:49:33,092 - mmaction - INFO - Epoch [188][860/1879] lr: 1.688e-02, eta: 1 day, 7:10:32, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7668, loss_cls: 1.9906, loss: 1.9906, grad_norm: 3.7910 2021-07-13 09:49:50,306 - mmaction - INFO - Epoch [188][880/1879] lr: 1.688e-02, eta: 1 day, 7:10:14, time: 0.863, data_time: 0.004, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7719, loss_cls: 1.9322, loss: 1.9322, grad_norm: 3.8527 2021-07-13 09:50:07,163 - mmaction - INFO - Epoch [188][900/1879] lr: 1.688e-02, eta: 1 day, 7:09:56, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5422, top5_acc: 0.7707, loss_cls: 1.9430, loss: 1.9430, grad_norm: 3.7476 2021-07-13 09:50:24,027 - mmaction - INFO - Epoch [188][920/1879] lr: 1.688e-02, eta: 1 day, 7:09:38, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7535, loss_cls: 2.0502, loss: 2.0502, grad_norm: 3.9011 2021-07-13 09:50:41,072 - mmaction - INFO - Epoch [188][940/1879] lr: 1.688e-02, eta: 1 day, 7:09:20, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5348, top5_acc: 0.7547, loss_cls: 2.0307, loss: 2.0307, grad_norm: 3.8597 2021-07-13 09:50:58,209 - mmaction - INFO - Epoch [188][960/1879] lr: 1.688e-02, eta: 1 day, 7:09:02, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7551, loss_cls: 2.0082, loss: 2.0082, grad_norm: 3.9020 2021-07-13 09:51:15,212 - mmaction - INFO - Epoch [188][980/1879] lr: 1.688e-02, eta: 1 day, 7:08:44, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7625, loss_cls: 1.9813, loss: 1.9813, grad_norm: 3.9436 2021-07-13 09:51:32,380 - mmaction - INFO - Epoch [188][1000/1879] lr: 1.688e-02, eta: 1 day, 7:08:26, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7605, loss_cls: 1.9825, loss: 1.9825, grad_norm: 3.8381 2021-07-13 09:51:49,259 - mmaction - INFO - Epoch [188][1020/1879] lr: 1.688e-02, eta: 1 day, 7:08:08, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7602, loss_cls: 2.0404, loss: 2.0404, grad_norm: 3.9943 2021-07-13 09:52:06,231 - mmaction - INFO - Epoch [188][1040/1879] lr: 1.688e-02, eta: 1 day, 7:07:50, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5387, top5_acc: 0.7594, loss_cls: 1.9939, loss: 1.9939, grad_norm: 3.8249 2021-07-13 09:52:22,983 - mmaction - INFO - Epoch [188][1060/1879] lr: 1.688e-02, eta: 1 day, 7:07:32, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.5543, top5_acc: 0.7652, loss_cls: 2.0069, loss: 2.0069, grad_norm: 3.9073 2021-07-13 09:52:39,805 - mmaction - INFO - Epoch [188][1080/1879] lr: 1.688e-02, eta: 1 day, 7:07:14, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5355, top5_acc: 0.7648, loss_cls: 2.0424, loss: 2.0424, grad_norm: 3.8712 2021-07-13 09:52:57,090 - mmaction - INFO - Epoch [188][1100/1879] lr: 1.688e-02, eta: 1 day, 7:06:56, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7617, loss_cls: 2.0065, loss: 2.0065, grad_norm: 3.8977 2021-07-13 09:53:14,061 - mmaction - INFO - Epoch [188][1120/1879] lr: 1.688e-02, eta: 1 day, 7:06:38, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.5426, top5_acc: 0.7656, loss_cls: 2.0019, loss: 2.0019, grad_norm: 3.8057 2021-07-13 09:53:30,763 - mmaction - INFO - Epoch [188][1140/1879] lr: 1.688e-02, eta: 1 day, 7:06:20, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7582, loss_cls: 2.0347, loss: 2.0347, grad_norm: 3.9370 2021-07-13 09:53:47,385 - mmaction - INFO - Epoch [188][1160/1879] lr: 1.688e-02, eta: 1 day, 7:06:01, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7504, loss_cls: 2.0520, loss: 2.0520, grad_norm: 3.8617 2021-07-13 09:54:04,581 - mmaction - INFO - Epoch [188][1180/1879] lr: 1.688e-02, eta: 1 day, 7:05:43, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5227, top5_acc: 0.7418, loss_cls: 2.0623, loss: 2.0623, grad_norm: 3.9081 2021-07-13 09:54:21,640 - mmaction - INFO - Epoch [188][1200/1879] lr: 1.688e-02, eta: 1 day, 7:05:26, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5543, top5_acc: 0.7730, loss_cls: 1.9373, loss: 1.9373, grad_norm: 3.7919 2021-07-13 09:54:38,363 - mmaction - INFO - Epoch [188][1220/1879] lr: 1.688e-02, eta: 1 day, 7:05:07, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7586, loss_cls: 1.9784, loss: 1.9784, grad_norm: 3.7812 2021-07-13 09:54:55,352 - mmaction - INFO - Epoch [188][1240/1879] lr: 1.688e-02, eta: 1 day, 7:04:49, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5410, top5_acc: 0.7496, loss_cls: 2.0163, loss: 2.0163, grad_norm: 3.9164 2021-07-13 09:55:12,164 - mmaction - INFO - Epoch [188][1260/1879] lr: 1.688e-02, eta: 1 day, 7:04:31, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7492, loss_cls: 2.0480, loss: 2.0480, grad_norm: 3.8554 2021-07-13 09:55:29,233 - mmaction - INFO - Epoch [188][1280/1879] lr: 1.688e-02, eta: 1 day, 7:04:13, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7668, loss_cls: 1.9566, loss: 1.9566, grad_norm: 3.8483 2021-07-13 09:55:46,127 - mmaction - INFO - Epoch [188][1300/1879] lr: 1.688e-02, eta: 1 day, 7:03:55, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5301, top5_acc: 0.7730, loss_cls: 1.9894, loss: 1.9894, grad_norm: 3.8991 2021-07-13 09:56:03,181 - mmaction - INFO - Epoch [188][1320/1879] lr: 1.688e-02, eta: 1 day, 7:03:37, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5449, top5_acc: 0.7707, loss_cls: 1.9659, loss: 1.9659, grad_norm: 3.8989 2021-07-13 09:56:20,051 - mmaction - INFO - Epoch [188][1340/1879] lr: 1.688e-02, eta: 1 day, 7:03:19, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7590, loss_cls: 2.0293, loss: 2.0293, grad_norm: 3.9749 2021-07-13 09:56:37,016 - mmaction - INFO - Epoch [188][1360/1879] lr: 1.688e-02, eta: 1 day, 7:03:01, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7621, loss_cls: 1.9956, loss: 1.9956, grad_norm: 3.8731 2021-07-13 09:56:53,957 - mmaction - INFO - Epoch [188][1380/1879] lr: 1.688e-02, eta: 1 day, 7:02:43, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7453, loss_cls: 2.0796, loss: 2.0796, grad_norm: 3.8583 2021-07-13 09:57:10,948 - mmaction - INFO - Epoch [188][1400/1879] lr: 1.688e-02, eta: 1 day, 7:02:25, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7688, loss_cls: 1.9856, loss: 1.9856, grad_norm: 3.7777 2021-07-13 09:57:27,736 - mmaction - INFO - Epoch [188][1420/1879] lr: 1.688e-02, eta: 1 day, 7:02:06, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.5508, top5_acc: 0.7648, loss_cls: 1.9892, loss: 1.9892, grad_norm: 3.8824 2021-07-13 09:57:44,809 - mmaction - INFO - Epoch [188][1440/1879] lr: 1.688e-02, eta: 1 day, 7:01:49, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7641, loss_cls: 1.9696, loss: 1.9696, grad_norm: 3.8780 2021-07-13 09:58:01,816 - mmaction - INFO - Epoch [188][1460/1879] lr: 1.688e-02, eta: 1 day, 7:01:31, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5422, top5_acc: 0.7645, loss_cls: 1.9655, loss: 1.9655, grad_norm: 3.9858 2021-07-13 09:58:18,587 - mmaction - INFO - Epoch [188][1480/1879] lr: 1.688e-02, eta: 1 day, 7:01:12, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7602, loss_cls: 2.0524, loss: 2.0524, grad_norm: 3.9105 2021-07-13 09:58:35,587 - mmaction - INFO - Epoch [188][1500/1879] lr: 1.688e-02, eta: 1 day, 7:00:54, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7582, loss_cls: 1.9987, loss: 1.9987, grad_norm: 3.8569 2021-07-13 09:58:52,969 - mmaction - INFO - Epoch [188][1520/1879] lr: 1.688e-02, eta: 1 day, 7:00:37, time: 0.868, data_time: 0.005, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7699, loss_cls: 1.9882, loss: 1.9882, grad_norm: 3.9017 2021-07-13 09:59:09,940 - mmaction - INFO - Epoch [188][1540/1879] lr: 1.688e-02, eta: 1 day, 7:00:19, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7613, loss_cls: 2.0323, loss: 2.0323, grad_norm: 3.9647 2021-07-13 09:59:27,092 - mmaction - INFO - Epoch [188][1560/1879] lr: 1.688e-02, eta: 1 day, 7:00:01, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7617, loss_cls: 1.9839, loss: 1.9839, grad_norm: 3.8679 2021-07-13 09:59:43,915 - mmaction - INFO - Epoch [188][1580/1879] lr: 1.688e-02, eta: 1 day, 6:59:43, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5223, top5_acc: 0.7590, loss_cls: 2.0394, loss: 2.0394, grad_norm: 3.9928 2021-07-13 10:00:00,727 - mmaction - INFO - Epoch [188][1600/1879] lr: 1.688e-02, eta: 1 day, 6:59:25, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7590, loss_cls: 1.9956, loss: 1.9956, grad_norm: 3.9086 2021-07-13 10:00:17,534 - mmaction - INFO - Epoch [188][1620/1879] lr: 1.688e-02, eta: 1 day, 6:59:06, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7703, loss_cls: 1.9886, loss: 1.9886, grad_norm: 3.8791 2021-07-13 10:00:34,883 - mmaction - INFO - Epoch [188][1640/1879] lr: 1.688e-02, eta: 1 day, 6:58:49, time: 0.864, data_time: 0.004, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7637, loss_cls: 2.0021, loss: 2.0021, grad_norm: 3.9464 2021-07-13 10:00:52,163 - mmaction - INFO - Epoch [188][1660/1879] lr: 1.688e-02, eta: 1 day, 6:58:31, time: 0.867, data_time: 0.005, memory: 6454, top1_acc: 0.5121, top5_acc: 0.7426, loss_cls: 2.1114, loss: 2.1114, grad_norm: 4.0353 2021-07-13 10:01:08,872 - mmaction - INFO - Epoch [188][1680/1879] lr: 1.688e-02, eta: 1 day, 6:58:13, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7391, loss_cls: 2.1271, loss: 2.1271, grad_norm: 3.9671 2021-07-13 10:01:26,155 - mmaction - INFO - Epoch [188][1700/1879] lr: 1.688e-02, eta: 1 day, 6:57:55, time: 0.865, data_time: 0.004, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7633, loss_cls: 2.0023, loss: 2.0023, grad_norm: 3.9343 2021-07-13 10:01:43,169 - mmaction - INFO - Epoch [188][1720/1879] lr: 1.688e-02, eta: 1 day, 6:57:37, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5445, top5_acc: 0.7762, loss_cls: 1.9507, loss: 1.9507, grad_norm: 3.8146 2021-07-13 10:02:00,157 - mmaction - INFO - Epoch [188][1740/1879] lr: 1.688e-02, eta: 1 day, 6:57:19, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7559, loss_cls: 2.0106, loss: 2.0106, grad_norm: 3.8500 2021-07-13 10:02:17,167 - mmaction - INFO - Epoch [188][1760/1879] lr: 1.688e-02, eta: 1 day, 6:57:01, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5176, top5_acc: 0.7508, loss_cls: 2.0874, loss: 2.0874, grad_norm: 3.8862 2021-07-13 10:02:34,025 - mmaction - INFO - Epoch [188][1780/1879] lr: 1.688e-02, eta: 1 day, 6:56:43, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7547, loss_cls: 2.0209, loss: 2.0209, grad_norm: 3.8263 2021-07-13 10:02:51,001 - mmaction - INFO - Epoch [188][1800/1879] lr: 1.688e-02, eta: 1 day, 6:56:25, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5191, top5_acc: 0.7488, loss_cls: 2.0838, loss: 2.0838, grad_norm: 3.9882 2021-07-13 10:03:08,134 - mmaction - INFO - Epoch [188][1820/1879] lr: 1.688e-02, eta: 1 day, 6:56:07, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5211, top5_acc: 0.7445, loss_cls: 2.0836, loss: 2.0836, grad_norm: 3.9009 2021-07-13 10:03:25,183 - mmaction - INFO - Epoch [188][1840/1879] lr: 1.688e-02, eta: 1 day, 6:55:49, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5426, top5_acc: 0.7586, loss_cls: 2.0162, loss: 2.0162, grad_norm: 3.8662 2021-07-13 10:03:42,166 - mmaction - INFO - Epoch [188][1860/1879] lr: 1.688e-02, eta: 1 day, 6:55:31, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7531, loss_cls: 2.0464, loss: 2.0464, grad_norm: 3.9269 2021-07-13 10:04:00,398 - mmaction - INFO - Saving checkpoint at 188 epochs 2021-07-13 10:05:26,630 - mmaction - INFO - Epoch [189][20/1879] lr: 1.642e-02, eta: 1 day, 6:56:04, time: 4.254, data_time: 3.052, memory: 6454, top1_acc: 0.5258, top5_acc: 0.7598, loss_cls: 2.0445, loss: 2.0445, grad_norm: 3.9129 2021-07-13 10:05:43,093 - mmaction - INFO - Epoch [189][40/1879] lr: 1.642e-02, eta: 1 day, 6:55:46, time: 0.824, data_time: 0.004, memory: 6454, top1_acc: 0.5320, top5_acc: 0.7504, loss_cls: 2.0368, loss: 2.0368, grad_norm: 3.8912 2021-07-13 10:05:59,989 - mmaction - INFO - Epoch [189][60/1879] lr: 1.642e-02, eta: 1 day, 6:55:27, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7602, loss_cls: 1.9866, loss: 1.9866, grad_norm: 3.8193 2021-07-13 10:06:16,572 - mmaction - INFO - Epoch [189][80/1879] lr: 1.642e-02, eta: 1 day, 6:55:09, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.5375, top5_acc: 0.7586, loss_cls: 1.9921, loss: 1.9921, grad_norm: 3.8706 2021-07-13 10:06:33,220 - mmaction - INFO - Epoch [189][100/1879] lr: 1.642e-02, eta: 1 day, 6:54:50, time: 0.828, data_time: 0.005, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7641, loss_cls: 1.9810, loss: 1.9810, grad_norm: 3.8761 2021-07-13 10:06:49,940 - mmaction - INFO - Epoch [189][120/1879] lr: 1.642e-02, eta: 1 day, 6:54:32, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.5426, top5_acc: 0.7633, loss_cls: 1.9817, loss: 1.9817, grad_norm: 3.8794 2021-07-13 10:07:06,930 - mmaction - INFO - Epoch [189][140/1879] lr: 1.642e-02, eta: 1 day, 6:54:14, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5508, top5_acc: 0.7637, loss_cls: 1.9551, loss: 1.9551, grad_norm: 3.8477 2021-07-13 10:07:23,819 - mmaction - INFO - Epoch [189][160/1879] lr: 1.642e-02, eta: 1 day, 6:53:56, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5484, top5_acc: 0.7730, loss_cls: 1.9730, loss: 1.9730, grad_norm: 3.8543 2021-07-13 10:07:41,132 - mmaction - INFO - Epoch [189][180/1879] lr: 1.642e-02, eta: 1 day, 6:53:38, time: 0.865, data_time: 0.005, memory: 6454, top1_acc: 0.5355, top5_acc: 0.7594, loss_cls: 2.0342, loss: 2.0342, grad_norm: 3.8816 2021-07-13 10:07:57,907 - mmaction - INFO - Epoch [189][200/1879] lr: 1.642e-02, eta: 1 day, 6:53:20, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5348, top5_acc: 0.7637, loss_cls: 2.0070, loss: 2.0070, grad_norm: 3.9592 2021-07-13 10:08:14,735 - mmaction - INFO - Epoch [189][220/1879] lr: 1.642e-02, eta: 1 day, 6:53:02, time: 0.843, data_time: 0.008, memory: 6454, top1_acc: 0.5496, top5_acc: 0.7645, loss_cls: 2.0266, loss: 2.0266, grad_norm: 3.9364 2021-07-13 10:08:31,754 - mmaction - INFO - Epoch [189][240/1879] lr: 1.642e-02, eta: 1 day, 6:52:44, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7570, loss_cls: 2.0564, loss: 2.0564, grad_norm: 3.9157 2021-07-13 10:08:48,874 - mmaction - INFO - Epoch [189][260/1879] lr: 1.642e-02, eta: 1 day, 6:52:26, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5668, top5_acc: 0.7781, loss_cls: 1.8769, loss: 1.8769, grad_norm: 3.7702 2021-07-13 10:09:05,626 - mmaction - INFO - Epoch [189][280/1879] lr: 1.642e-02, eta: 1 day, 6:52:08, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.5266, top5_acc: 0.7547, loss_cls: 2.0510, loss: 2.0510, grad_norm: 3.9163 2021-07-13 10:09:22,531 - mmaction - INFO - Epoch [189][300/1879] lr: 1.642e-02, eta: 1 day, 6:51:49, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7691, loss_cls: 1.9483, loss: 1.9483, grad_norm: 3.8700 2021-07-13 10:09:39,623 - mmaction - INFO - Epoch [189][320/1879] lr: 1.642e-02, eta: 1 day, 6:51:32, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5359, top5_acc: 0.7711, loss_cls: 1.9798, loss: 1.9798, grad_norm: 3.9839 2021-07-13 10:09:56,564 - mmaction - INFO - Epoch [189][340/1879] lr: 1.642e-02, eta: 1 day, 6:51:13, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5355, top5_acc: 0.7461, loss_cls: 2.0628, loss: 2.0628, grad_norm: 3.9335 2021-07-13 10:10:13,468 - mmaction - INFO - Epoch [189][360/1879] lr: 1.642e-02, eta: 1 day, 6:50:55, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7672, loss_cls: 1.9429, loss: 1.9429, grad_norm: 3.7769 2021-07-13 10:10:30,284 - mmaction - INFO - Epoch [189][380/1879] lr: 1.642e-02, eta: 1 day, 6:50:37, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.5418, top5_acc: 0.7590, loss_cls: 2.0407, loss: 2.0407, grad_norm: 3.9316 2021-07-13 10:10:46,889 - mmaction - INFO - Epoch [189][400/1879] lr: 1.642e-02, eta: 1 day, 6:50:19, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.5172, top5_acc: 0.7480, loss_cls: 2.0772, loss: 2.0772, grad_norm: 3.9336 2021-07-13 10:11:03,651 - mmaction - INFO - Epoch [189][420/1879] lr: 1.642e-02, eta: 1 day, 6:50:00, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7531, loss_cls: 2.0428, loss: 2.0428, grad_norm: 3.9497 2021-07-13 10:11:20,626 - mmaction - INFO - Epoch [189][440/1879] lr: 1.642e-02, eta: 1 day, 6:49:42, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5648, top5_acc: 0.7734, loss_cls: 1.9368, loss: 1.9368, grad_norm: 3.8700 2021-07-13 10:11:37,723 - mmaction - INFO - Epoch [189][460/1879] lr: 1.642e-02, eta: 1 day, 6:49:24, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7680, loss_cls: 1.9835, loss: 1.9835, grad_norm: 3.8548 2021-07-13 10:11:54,836 - mmaction - INFO - Epoch [189][480/1879] lr: 1.642e-02, eta: 1 day, 6:49:07, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5609, top5_acc: 0.7844, loss_cls: 1.8905, loss: 1.8905, grad_norm: 3.7799 2021-07-13 10:12:12,083 - mmaction - INFO - Epoch [189][500/1879] lr: 1.642e-02, eta: 1 day, 6:48:49, time: 0.862, data_time: 0.008, memory: 6454, top1_acc: 0.5418, top5_acc: 0.7590, loss_cls: 1.9898, loss: 1.9898, grad_norm: 3.9592 2021-07-13 10:12:29,073 - mmaction - INFO - Epoch [189][520/1879] lr: 1.642e-02, eta: 1 day, 6:48:31, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7605, loss_cls: 2.0185, loss: 2.0185, grad_norm: 3.8917 2021-07-13 10:12:46,130 - mmaction - INFO - Epoch [189][540/1879] lr: 1.642e-02, eta: 1 day, 6:48:13, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5578, top5_acc: 0.7801, loss_cls: 1.8924, loss: 1.8924, grad_norm: 3.7794 2021-07-13 10:13:03,272 - mmaction - INFO - Epoch [189][560/1879] lr: 1.642e-02, eta: 1 day, 6:47:55, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.5449, top5_acc: 0.7578, loss_cls: 1.9974, loss: 1.9974, grad_norm: 3.8533 2021-07-13 10:13:20,304 - mmaction - INFO - Epoch [189][580/1879] lr: 1.642e-02, eta: 1 day, 6:47:37, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7531, loss_cls: 2.0103, loss: 2.0103, grad_norm: 3.8101 2021-07-13 10:13:37,264 - mmaction - INFO - Epoch [189][600/1879] lr: 1.642e-02, eta: 1 day, 6:47:19, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7613, loss_cls: 1.9956, loss: 1.9956, grad_norm: 3.7799 2021-07-13 10:13:54,270 - mmaction - INFO - Epoch [189][620/1879] lr: 1.642e-02, eta: 1 day, 6:47:01, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7770, loss_cls: 1.9119, loss: 1.9119, grad_norm: 3.8321 2021-07-13 10:14:11,271 - mmaction - INFO - Epoch [189][640/1879] lr: 1.642e-02, eta: 1 day, 6:46:43, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7613, loss_cls: 2.0242, loss: 2.0242, grad_norm: 3.9695 2021-07-13 10:14:28,422 - mmaction - INFO - Epoch [189][660/1879] lr: 1.642e-02, eta: 1 day, 6:46:25, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7539, loss_cls: 1.9903, loss: 1.9903, grad_norm: 3.9974 2021-07-13 10:14:45,012 - mmaction - INFO - Epoch [189][680/1879] lr: 1.642e-02, eta: 1 day, 6:46:07, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7551, loss_cls: 2.0011, loss: 2.0011, grad_norm: 3.9416 2021-07-13 10:15:01,757 - mmaction - INFO - Epoch [189][700/1879] lr: 1.642e-02, eta: 1 day, 6:45:49, time: 0.837, data_time: 0.006, memory: 6454, top1_acc: 0.5418, top5_acc: 0.7695, loss_cls: 1.9546, loss: 1.9546, grad_norm: 3.8548 2021-07-13 10:15:18,206 - mmaction - INFO - Epoch [189][720/1879] lr: 1.642e-02, eta: 1 day, 6:45:30, time: 0.824, data_time: 0.003, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7562, loss_cls: 2.0166, loss: 2.0166, grad_norm: 3.9256 2021-07-13 10:15:35,243 - mmaction - INFO - Epoch [189][740/1879] lr: 1.642e-02, eta: 1 day, 6:45:12, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7602, loss_cls: 1.9737, loss: 1.9737, grad_norm: 3.8880 2021-07-13 10:15:52,147 - mmaction - INFO - Epoch [189][760/1879] lr: 1.642e-02, eta: 1 day, 6:44:54, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7512, loss_cls: 2.0584, loss: 2.0584, grad_norm: 4.0379 2021-07-13 10:16:09,098 - mmaction - INFO - Epoch [189][780/1879] lr: 1.642e-02, eta: 1 day, 6:44:36, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7641, loss_cls: 1.9696, loss: 1.9696, grad_norm: 3.8113 2021-07-13 10:16:25,735 - mmaction - INFO - Epoch [189][800/1879] lr: 1.642e-02, eta: 1 day, 6:44:17, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7672, loss_cls: 1.9596, loss: 1.9596, grad_norm: 3.8898 2021-07-13 10:16:42,713 - mmaction - INFO - Epoch [189][820/1879] lr: 1.642e-02, eta: 1 day, 6:43:59, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7602, loss_cls: 2.0585, loss: 2.0585, grad_norm: 4.0099 2021-07-13 10:16:59,665 - mmaction - INFO - Epoch [189][840/1879] lr: 1.642e-02, eta: 1 day, 6:43:41, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7715, loss_cls: 1.9409, loss: 1.9409, grad_norm: 3.9231 2021-07-13 10:17:16,953 - mmaction - INFO - Epoch [189][860/1879] lr: 1.642e-02, eta: 1 day, 6:43:24, time: 0.866, data_time: 0.006, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7562, loss_cls: 1.9956, loss: 1.9956, grad_norm: 3.9268 2021-07-13 10:17:33,832 - mmaction - INFO - Epoch [189][880/1879] lr: 1.642e-02, eta: 1 day, 6:43:05, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5469, top5_acc: 0.7715, loss_cls: 1.9739, loss: 1.9739, grad_norm: 3.8759 2021-07-13 10:17:50,724 - mmaction - INFO - Epoch [189][900/1879] lr: 1.642e-02, eta: 1 day, 6:42:47, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7738, loss_cls: 1.9139, loss: 1.9139, grad_norm: 3.8354 2021-07-13 10:18:07,827 - mmaction - INFO - Epoch [189][920/1879] lr: 1.642e-02, eta: 1 day, 6:42:30, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7797, loss_cls: 1.9496, loss: 1.9496, grad_norm: 3.9463 2021-07-13 10:18:24,631 - mmaction - INFO - Epoch [189][940/1879] lr: 1.642e-02, eta: 1 day, 6:42:11, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7633, loss_cls: 2.0322, loss: 2.0322, grad_norm: 3.9562 2021-07-13 10:18:41,676 - mmaction - INFO - Epoch [189][960/1879] lr: 1.642e-02, eta: 1 day, 6:41:53, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7598, loss_cls: 2.0186, loss: 2.0186, grad_norm: 3.9348 2021-07-13 10:18:58,403 - mmaction - INFO - Epoch [189][980/1879] lr: 1.642e-02, eta: 1 day, 6:41:35, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5434, top5_acc: 0.7633, loss_cls: 1.9824, loss: 1.9824, grad_norm: 3.8205 2021-07-13 10:19:15,544 - mmaction - INFO - Epoch [189][1000/1879] lr: 1.642e-02, eta: 1 day, 6:41:17, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7656, loss_cls: 2.0029, loss: 2.0029, grad_norm: 3.9052 2021-07-13 10:19:32,291 - mmaction - INFO - Epoch [189][1020/1879] lr: 1.642e-02, eta: 1 day, 6:40:59, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7730, loss_cls: 1.9453, loss: 1.9453, grad_norm: 3.9566 2021-07-13 10:19:49,057 - mmaction - INFO - Epoch [189][1040/1879] lr: 1.642e-02, eta: 1 day, 6:40:41, time: 0.837, data_time: 0.006, memory: 6454, top1_acc: 0.5145, top5_acc: 0.7480, loss_cls: 2.0591, loss: 2.0591, grad_norm: 3.9559 2021-07-13 10:20:06,218 - mmaction - INFO - Epoch [189][1060/1879] lr: 1.642e-02, eta: 1 day, 6:40:23, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7750, loss_cls: 1.9344, loss: 1.9344, grad_norm: 3.9056 2021-07-13 10:20:23,003 - mmaction - INFO - Epoch [189][1080/1879] lr: 1.642e-02, eta: 1 day, 6:40:05, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7594, loss_cls: 2.0451, loss: 2.0451, grad_norm: 3.9617 2021-07-13 10:20:40,096 - mmaction - INFO - Epoch [189][1100/1879] lr: 1.642e-02, eta: 1 day, 6:39:47, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.5195, top5_acc: 0.7488, loss_cls: 2.1098, loss: 2.1098, grad_norm: 4.0068 2021-07-13 10:20:56,898 - mmaction - INFO - Epoch [189][1120/1879] lr: 1.642e-02, eta: 1 day, 6:39:29, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5344, top5_acc: 0.7594, loss_cls: 2.0018, loss: 2.0018, grad_norm: 3.8192 2021-07-13 10:21:13,904 - mmaction - INFO - Epoch [189][1140/1879] lr: 1.642e-02, eta: 1 day, 6:39:11, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7742, loss_cls: 1.9412, loss: 1.9412, grad_norm: 3.8333 2021-07-13 10:21:30,940 - mmaction - INFO - Epoch [189][1160/1879] lr: 1.642e-02, eta: 1 day, 6:38:53, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5527, top5_acc: 0.7688, loss_cls: 1.9332, loss: 1.9332, grad_norm: 3.8484 2021-07-13 10:21:47,957 - mmaction - INFO - Epoch [189][1180/1879] lr: 1.642e-02, eta: 1 day, 6:38:35, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7547, loss_cls: 2.0373, loss: 2.0373, grad_norm: 3.8277 2021-07-13 10:22:05,176 - mmaction - INFO - Epoch [189][1200/1879] lr: 1.642e-02, eta: 1 day, 6:38:17, time: 0.863, data_time: 0.004, memory: 6454, top1_acc: 0.5422, top5_acc: 0.7598, loss_cls: 2.0131, loss: 2.0131, grad_norm: 3.9104 2021-07-13 10:22:21,786 - mmaction - INFO - Epoch [189][1220/1879] lr: 1.642e-02, eta: 1 day, 6:37:59, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7676, loss_cls: 2.0030, loss: 2.0030, grad_norm: 3.8863 2021-07-13 10:22:38,976 - mmaction - INFO - Epoch [189][1240/1879] lr: 1.642e-02, eta: 1 day, 6:37:41, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7508, loss_cls: 2.0484, loss: 2.0484, grad_norm: 4.0175 2021-07-13 10:22:56,077 - mmaction - INFO - Epoch [189][1260/1879] lr: 1.642e-02, eta: 1 day, 6:37:23, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5449, top5_acc: 0.7637, loss_cls: 1.9932, loss: 1.9932, grad_norm: 3.9563 2021-07-13 10:23:13,133 - mmaction - INFO - Epoch [189][1280/1879] lr: 1.642e-02, eta: 1 day, 6:37:05, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5238, top5_acc: 0.7512, loss_cls: 2.0470, loss: 2.0470, grad_norm: 3.9579 2021-07-13 10:23:30,325 - mmaction - INFO - Epoch [189][1300/1879] lr: 1.642e-02, eta: 1 day, 6:36:47, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7539, loss_cls: 2.0756, loss: 2.0756, grad_norm: 3.9817 2021-07-13 10:23:47,228 - mmaction - INFO - Epoch [189][1320/1879] lr: 1.642e-02, eta: 1 day, 6:36:29, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5414, top5_acc: 0.7566, loss_cls: 2.0189, loss: 2.0189, grad_norm: 3.8520 2021-07-13 10:24:04,178 - mmaction - INFO - Epoch [189][1340/1879] lr: 1.642e-02, eta: 1 day, 6:36:11, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5586, top5_acc: 0.7844, loss_cls: 1.8830, loss: 1.8830, grad_norm: 3.8351 2021-07-13 10:24:21,176 - mmaction - INFO - Epoch [189][1360/1879] lr: 1.642e-02, eta: 1 day, 6:35:53, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5211, top5_acc: 0.7500, loss_cls: 2.0660, loss: 2.0660, grad_norm: 4.0676 2021-07-13 10:24:38,166 - mmaction - INFO - Epoch [189][1380/1879] lr: 1.642e-02, eta: 1 day, 6:35:35, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7590, loss_cls: 2.0017, loss: 2.0017, grad_norm: 3.9402 2021-07-13 10:24:55,183 - mmaction - INFO - Epoch [189][1400/1879] lr: 1.642e-02, eta: 1 day, 6:35:17, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7617, loss_cls: 2.0083, loss: 2.0083, grad_norm: 3.9365 2021-07-13 10:25:11,904 - mmaction - INFO - Epoch [189][1420/1879] lr: 1.642e-02, eta: 1 day, 6:34:59, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7527, loss_cls: 2.0159, loss: 2.0159, grad_norm: 3.8994 2021-07-13 10:25:28,796 - mmaction - INFO - Epoch [189][1440/1879] lr: 1.642e-02, eta: 1 day, 6:34:41, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7664, loss_cls: 1.9795, loss: 1.9795, grad_norm: 3.8144 2021-07-13 10:25:45,817 - mmaction - INFO - Epoch [189][1460/1879] lr: 1.642e-02, eta: 1 day, 6:34:23, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7520, loss_cls: 2.0481, loss: 2.0481, grad_norm: 3.9190 2021-07-13 10:26:02,757 - mmaction - INFO - Epoch [189][1480/1879] lr: 1.642e-02, eta: 1 day, 6:34:05, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5375, top5_acc: 0.7637, loss_cls: 1.9595, loss: 1.9595, grad_norm: 3.9352 2021-07-13 10:26:19,771 - mmaction - INFO - Epoch [189][1500/1879] lr: 1.642e-02, eta: 1 day, 6:33:47, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7352, loss_cls: 2.0640, loss: 2.0640, grad_norm: 3.9646 2021-07-13 10:26:36,557 - mmaction - INFO - Epoch [189][1520/1879] lr: 1.642e-02, eta: 1 day, 6:33:29, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.5184, top5_acc: 0.7629, loss_cls: 2.0232, loss: 2.0232, grad_norm: 3.9898 2021-07-13 10:26:53,720 - mmaction - INFO - Epoch [189][1540/1879] lr: 1.642e-02, eta: 1 day, 6:33:11, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7508, loss_cls: 2.0581, loss: 2.0581, grad_norm: 3.9480 2021-07-13 10:27:10,666 - mmaction - INFO - Epoch [189][1560/1879] lr: 1.642e-02, eta: 1 day, 6:32:53, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7559, loss_cls: 2.0309, loss: 2.0309, grad_norm: 3.8895 2021-07-13 10:27:27,595 - mmaction - INFO - Epoch [189][1580/1879] lr: 1.642e-02, eta: 1 day, 6:32:35, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7574, loss_cls: 2.0404, loss: 2.0404, grad_norm: 4.0037 2021-07-13 10:27:44,836 - mmaction - INFO - Epoch [189][1600/1879] lr: 1.642e-02, eta: 1 day, 6:32:17, time: 0.863, data_time: 0.006, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7523, loss_cls: 2.0916, loss: 2.0916, grad_norm: 4.0218 2021-07-13 10:28:01,636 - mmaction - INFO - Epoch [189][1620/1879] lr: 1.642e-02, eta: 1 day, 6:31:59, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7703, loss_cls: 2.0098, loss: 2.0098, grad_norm: 3.9331 2021-07-13 10:28:18,735 - mmaction - INFO - Epoch [189][1640/1879] lr: 1.642e-02, eta: 1 day, 6:31:41, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7707, loss_cls: 1.9415, loss: 1.9415, grad_norm: 3.9044 2021-07-13 10:28:35,561 - mmaction - INFO - Epoch [189][1660/1879] lr: 1.642e-02, eta: 1 day, 6:31:23, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5293, top5_acc: 0.7473, loss_cls: 2.0487, loss: 2.0487, grad_norm: 3.9710 2021-07-13 10:28:52,946 - mmaction - INFO - Epoch [189][1680/1879] lr: 1.642e-02, eta: 1 day, 6:31:05, time: 0.865, data_time: 0.005, memory: 6454, top1_acc: 0.5344, top5_acc: 0.7660, loss_cls: 2.0258, loss: 2.0258, grad_norm: 3.9229 2021-07-13 10:29:09,685 - mmaction - INFO - Epoch [189][1700/1879] lr: 1.642e-02, eta: 1 day, 6:30:47, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.5188, top5_acc: 0.7656, loss_cls: 2.0261, loss: 2.0261, grad_norm: 3.9955 2021-07-13 10:29:26,754 - mmaction - INFO - Epoch [189][1720/1879] lr: 1.642e-02, eta: 1 day, 6:30:29, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7688, loss_cls: 1.9743, loss: 1.9743, grad_norm: 3.9097 2021-07-13 10:29:43,805 - mmaction - INFO - Epoch [189][1740/1879] lr: 1.642e-02, eta: 1 day, 6:30:11, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5496, top5_acc: 0.7734, loss_cls: 1.9723, loss: 1.9723, grad_norm: 3.9571 2021-07-13 10:30:00,751 - mmaction - INFO - Epoch [189][1760/1879] lr: 1.642e-02, eta: 1 day, 6:29:53, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7531, loss_cls: 2.0792, loss: 2.0792, grad_norm: 3.9782 2021-07-13 10:30:17,749 - mmaction - INFO - Epoch [189][1780/1879] lr: 1.642e-02, eta: 1 day, 6:29:35, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7539, loss_cls: 2.0512, loss: 2.0512, grad_norm: 3.9236 2021-07-13 10:30:34,958 - mmaction - INFO - Epoch [189][1800/1879] lr: 1.642e-02, eta: 1 day, 6:29:18, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.5422, top5_acc: 0.7672, loss_cls: 2.0044, loss: 2.0044, grad_norm: 3.8498 2021-07-13 10:30:51,727 - mmaction - INFO - Epoch [189][1820/1879] lr: 1.642e-02, eta: 1 day, 6:28:59, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5668, top5_acc: 0.7727, loss_cls: 1.9144, loss: 1.9144, grad_norm: 3.8184 2021-07-13 10:31:08,316 - mmaction - INFO - Epoch [189][1840/1879] lr: 1.642e-02, eta: 1 day, 6:28:41, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7660, loss_cls: 1.9805, loss: 1.9805, grad_norm: 3.8999 2021-07-13 10:31:25,398 - mmaction - INFO - Epoch [189][1860/1879] lr: 1.642e-02, eta: 1 day, 6:28:23, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7785, loss_cls: 1.9253, loss: 1.9253, grad_norm: 3.8795 2021-07-13 10:32:52,740 - mmaction - INFO - Epoch [190][20/1879] lr: 1.597e-02, eta: 1 day, 6:28:35, time: 3.502, data_time: 2.049, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7750, loss_cls: 1.9442, loss: 1.9442, grad_norm: 3.9666 2021-07-13 10:33:09,410 - mmaction - INFO - Epoch [190][40/1879] lr: 1.597e-02, eta: 1 day, 6:28:16, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7582, loss_cls: 2.0411, loss: 2.0411, grad_norm: 3.9115 2021-07-13 10:33:26,020 - mmaction - INFO - Epoch [190][60/1879] lr: 1.597e-02, eta: 1 day, 6:27:58, time: 0.827, data_time: 0.005, memory: 6454, top1_acc: 0.5539, top5_acc: 0.7664, loss_cls: 1.9542, loss: 1.9542, grad_norm: 3.8688 2021-07-13 10:33:43,105 - mmaction - INFO - Epoch [190][80/1879] lr: 1.597e-02, eta: 1 day, 6:27:40, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7633, loss_cls: 2.0115, loss: 2.0115, grad_norm: 3.9589 2021-07-13 10:33:59,802 - mmaction - INFO - Epoch [190][100/1879] lr: 1.597e-02, eta: 1 day, 6:27:21, time: 0.835, data_time: 0.006, memory: 6454, top1_acc: 0.5590, top5_acc: 0.7770, loss_cls: 1.9124, loss: 1.9124, grad_norm: 3.7771 2021-07-13 10:34:16,312 - mmaction - INFO - Epoch [190][120/1879] lr: 1.597e-02, eta: 1 day, 6:27:03, time: 0.827, data_time: 0.003, memory: 6454, top1_acc: 0.5535, top5_acc: 0.7633, loss_cls: 1.9349, loss: 1.9349, grad_norm: 3.8624 2021-07-13 10:34:33,145 - mmaction - INFO - Epoch [190][140/1879] lr: 1.597e-02, eta: 1 day, 6:26:45, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7477, loss_cls: 2.0769, loss: 2.0769, grad_norm: 3.9697 2021-07-13 10:34:49,878 - mmaction - INFO - Epoch [190][160/1879] lr: 1.597e-02, eta: 1 day, 6:26:26, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7598, loss_cls: 1.9804, loss: 1.9804, grad_norm: 3.9642 2021-07-13 10:35:07,184 - mmaction - INFO - Epoch [190][180/1879] lr: 1.597e-02, eta: 1 day, 6:26:09, time: 0.862, data_time: 0.006, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7758, loss_cls: 1.9379, loss: 1.9379, grad_norm: 3.9246 2021-07-13 10:35:24,210 - mmaction - INFO - Epoch [190][200/1879] lr: 1.597e-02, eta: 1 day, 6:25:51, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7555, loss_cls: 2.0142, loss: 2.0142, grad_norm: 3.9350 2021-07-13 10:35:41,129 - mmaction - INFO - Epoch [190][220/1879] lr: 1.597e-02, eta: 1 day, 6:25:33, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7508, loss_cls: 2.0028, loss: 2.0028, grad_norm: 3.9295 2021-07-13 10:35:58,093 - mmaction - INFO - Epoch [190][240/1879] lr: 1.597e-02, eta: 1 day, 6:25:15, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7574, loss_cls: 1.9870, loss: 1.9870, grad_norm: 3.9282 2021-07-13 10:36:15,131 - mmaction - INFO - Epoch [190][260/1879] lr: 1.597e-02, eta: 1 day, 6:24:57, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7605, loss_cls: 2.0096, loss: 2.0096, grad_norm: 3.9909 2021-07-13 10:36:31,752 - mmaction - INFO - Epoch [190][280/1879] lr: 1.597e-02, eta: 1 day, 6:24:38, time: 0.835, data_time: 0.006, memory: 6454, top1_acc: 0.5535, top5_acc: 0.7746, loss_cls: 1.9126, loss: 1.9126, grad_norm: 3.8976 2021-07-13 10:36:48,968 - mmaction - INFO - Epoch [190][300/1879] lr: 1.597e-02, eta: 1 day, 6:24:21, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.5449, top5_acc: 0.7703, loss_cls: 1.9757, loss: 1.9757, grad_norm: 3.9334 2021-07-13 10:37:06,222 - mmaction - INFO - Epoch [190][320/1879] lr: 1.597e-02, eta: 1 day, 6:24:03, time: 0.862, data_time: 0.001, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7906, loss_cls: 1.8845, loss: 1.8845, grad_norm: 3.9148 2021-07-13 10:37:23,398 - mmaction - INFO - Epoch [190][340/1879] lr: 1.597e-02, eta: 1 day, 6:23:45, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.5246, top5_acc: 0.7520, loss_cls: 2.0422, loss: 2.0422, grad_norm: 3.9966 2021-07-13 10:37:40,263 - mmaction - INFO - Epoch [190][360/1879] lr: 1.597e-02, eta: 1 day, 6:23:27, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5422, top5_acc: 0.7504, loss_cls: 2.0308, loss: 2.0308, grad_norm: 3.8961 2021-07-13 10:37:57,672 - mmaction - INFO - Epoch [190][380/1879] lr: 1.597e-02, eta: 1 day, 6:23:10, time: 0.869, data_time: 0.006, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7594, loss_cls: 2.0298, loss: 2.0298, grad_norm: 3.9516 2021-07-13 10:38:14,338 - mmaction - INFO - Epoch [190][400/1879] lr: 1.597e-02, eta: 1 day, 6:22:51, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5449, top5_acc: 0.7797, loss_cls: 1.9670, loss: 1.9670, grad_norm: 3.9407 2021-07-13 10:38:31,408 - mmaction - INFO - Epoch [190][420/1879] lr: 1.597e-02, eta: 1 day, 6:22:33, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7605, loss_cls: 2.0342, loss: 2.0342, grad_norm: 3.9934 2021-07-13 10:38:48,167 - mmaction - INFO - Epoch [190][440/1879] lr: 1.597e-02, eta: 1 day, 6:22:15, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7875, loss_cls: 1.9144, loss: 1.9144, grad_norm: 4.0238 2021-07-13 10:39:04,863 - mmaction - INFO - Epoch [190][460/1879] lr: 1.597e-02, eta: 1 day, 6:21:57, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7645, loss_cls: 1.9837, loss: 1.9837, grad_norm: 3.8928 2021-07-13 10:39:21,921 - mmaction - INFO - Epoch [190][480/1879] lr: 1.597e-02, eta: 1 day, 6:21:39, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5484, top5_acc: 0.7672, loss_cls: 1.9468, loss: 1.9468, grad_norm: 3.8305 2021-07-13 10:39:38,815 - mmaction - INFO - Epoch [190][500/1879] lr: 1.597e-02, eta: 1 day, 6:21:21, time: 0.844, data_time: 0.008, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7668, loss_cls: 2.0033, loss: 2.0033, grad_norm: 3.9059 2021-07-13 10:39:55,606 - mmaction - INFO - Epoch [190][520/1879] lr: 1.597e-02, eta: 1 day, 6:21:03, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5293, top5_acc: 0.7590, loss_cls: 2.0037, loss: 2.0037, grad_norm: 4.0088 2021-07-13 10:40:12,439 - mmaction - INFO - Epoch [190][540/1879] lr: 1.597e-02, eta: 1 day, 6:20:44, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.5461, top5_acc: 0.7715, loss_cls: 1.9472, loss: 1.9472, grad_norm: 3.8935 2021-07-13 10:40:29,415 - mmaction - INFO - Epoch [190][560/1879] lr: 1.597e-02, eta: 1 day, 6:20:26, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5469, top5_acc: 0.7762, loss_cls: 1.9414, loss: 1.9414, grad_norm: 3.9263 2021-07-13 10:40:46,240 - mmaction - INFO - Epoch [190][580/1879] lr: 1.597e-02, eta: 1 day, 6:20:08, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5234, top5_acc: 0.7645, loss_cls: 2.0034, loss: 2.0034, grad_norm: 3.9555 2021-07-13 10:41:03,132 - mmaction - INFO - Epoch [190][600/1879] lr: 1.597e-02, eta: 1 day, 6:19:50, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5695, top5_acc: 0.7781, loss_cls: 1.8999, loss: 1.8999, grad_norm: 3.9631 2021-07-13 10:41:20,083 - mmaction - INFO - Epoch [190][620/1879] lr: 1.597e-02, eta: 1 day, 6:19:32, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7719, loss_cls: 1.9499, loss: 1.9499, grad_norm: 3.9663 2021-07-13 10:41:36,846 - mmaction - INFO - Epoch [190][640/1879] lr: 1.597e-02, eta: 1 day, 6:19:14, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7699, loss_cls: 1.9617, loss: 1.9617, grad_norm: 3.9951 2021-07-13 10:41:53,714 - mmaction - INFO - Epoch [190][660/1879] lr: 1.597e-02, eta: 1 day, 6:18:56, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7715, loss_cls: 1.9405, loss: 1.9405, grad_norm: 3.9075 2021-07-13 10:42:10,644 - mmaction - INFO - Epoch [190][680/1879] lr: 1.597e-02, eta: 1 day, 6:18:38, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7586, loss_cls: 1.9742, loss: 1.9742, grad_norm: 3.9510 2021-07-13 10:42:27,505 - mmaction - INFO - Epoch [190][700/1879] lr: 1.597e-02, eta: 1 day, 6:18:19, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5402, top5_acc: 0.7652, loss_cls: 1.9956, loss: 1.9956, grad_norm: 3.9638 2021-07-13 10:42:44,616 - mmaction - INFO - Epoch [190][720/1879] lr: 1.597e-02, eta: 1 day, 6:18:02, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7574, loss_cls: 1.9966, loss: 1.9966, grad_norm: 3.9392 2021-07-13 10:43:01,592 - mmaction - INFO - Epoch [190][740/1879] lr: 1.597e-02, eta: 1 day, 6:17:44, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5219, top5_acc: 0.7641, loss_cls: 2.0146, loss: 2.0146, grad_norm: 3.9939 2021-07-13 10:43:18,407 - mmaction - INFO - Epoch [190][760/1879] lr: 1.597e-02, eta: 1 day, 6:17:25, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7660, loss_cls: 1.9637, loss: 1.9637, grad_norm: 3.8814 2021-07-13 10:43:34,997 - mmaction - INFO - Epoch [190][780/1879] lr: 1.597e-02, eta: 1 day, 6:17:07, time: 0.830, data_time: 0.005, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7660, loss_cls: 1.9418, loss: 1.9418, grad_norm: 3.9016 2021-07-13 10:43:52,056 - mmaction - INFO - Epoch [190][800/1879] lr: 1.597e-02, eta: 1 day, 6:16:49, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7723, loss_cls: 1.9331, loss: 1.9331, grad_norm: 3.9534 2021-07-13 10:44:09,134 - mmaction - INFO - Epoch [190][820/1879] lr: 1.597e-02, eta: 1 day, 6:16:31, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7641, loss_cls: 2.0137, loss: 2.0137, grad_norm: 3.9754 2021-07-13 10:44:26,066 - mmaction - INFO - Epoch [190][840/1879] lr: 1.597e-02, eta: 1 day, 6:16:13, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5527, top5_acc: 0.7707, loss_cls: 1.9439, loss: 1.9439, grad_norm: 3.9073 2021-07-13 10:44:42,834 - mmaction - INFO - Epoch [190][860/1879] lr: 1.597e-02, eta: 1 day, 6:15:55, time: 0.840, data_time: 0.007, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7781, loss_cls: 1.9004, loss: 1.9004, grad_norm: 3.8937 2021-07-13 10:44:59,597 - mmaction - INFO - Epoch [190][880/1879] lr: 1.597e-02, eta: 1 day, 6:15:37, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.5348, top5_acc: 0.7555, loss_cls: 2.0293, loss: 2.0293, grad_norm: 3.9992 2021-07-13 10:45:16,182 - mmaction - INFO - Epoch [190][900/1879] lr: 1.597e-02, eta: 1 day, 6:15:18, time: 0.832, data_time: 0.007, memory: 6454, top1_acc: 0.5414, top5_acc: 0.7684, loss_cls: 1.9675, loss: 1.9675, grad_norm: 3.9861 2021-07-13 10:45:32,827 - mmaction - INFO - Epoch [190][920/1879] lr: 1.597e-02, eta: 1 day, 6:15:00, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7672, loss_cls: 1.9656, loss: 1.9656, grad_norm: 3.9691 2021-07-13 10:45:49,798 - mmaction - INFO - Epoch [190][940/1879] lr: 1.597e-02, eta: 1 day, 6:14:42, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5402, top5_acc: 0.7742, loss_cls: 1.9665, loss: 1.9665, grad_norm: 3.9350 2021-07-13 10:46:06,749 - mmaction - INFO - Epoch [190][960/1879] lr: 1.597e-02, eta: 1 day, 6:14:24, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7500, loss_cls: 2.0227, loss: 2.0227, grad_norm: 3.9853 2021-07-13 10:46:23,625 - mmaction - INFO - Epoch [190][980/1879] lr: 1.597e-02, eta: 1 day, 6:14:06, time: 0.841, data_time: 0.007, memory: 6454, top1_acc: 0.5449, top5_acc: 0.7676, loss_cls: 1.9826, loss: 1.9826, grad_norm: 3.9159 2021-07-13 10:46:40,356 - mmaction - INFO - Epoch [190][1000/1879] lr: 1.597e-02, eta: 1 day, 6:13:47, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.5461, top5_acc: 0.7594, loss_cls: 1.9603, loss: 1.9603, grad_norm: 3.8820 2021-07-13 10:46:57,163 - mmaction - INFO - Epoch [190][1020/1879] lr: 1.597e-02, eta: 1 day, 6:13:29, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7668, loss_cls: 1.9986, loss: 1.9986, grad_norm: 3.9272 2021-07-13 10:47:14,371 - mmaction - INFO - Epoch [190][1040/1879] lr: 1.597e-02, eta: 1 day, 6:13:11, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7680, loss_cls: 1.9258, loss: 1.9258, grad_norm: 3.9248 2021-07-13 10:47:31,198 - mmaction - INFO - Epoch [190][1060/1879] lr: 1.597e-02, eta: 1 day, 6:12:53, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7516, loss_cls: 2.0733, loss: 2.0733, grad_norm: 3.9913 2021-07-13 10:47:47,936 - mmaction - INFO - Epoch [190][1080/1879] lr: 1.597e-02, eta: 1 day, 6:12:35, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5242, top5_acc: 0.7543, loss_cls: 2.0234, loss: 2.0234, grad_norm: 4.0015 2021-07-13 10:48:04,880 - mmaction - INFO - Epoch [190][1100/1879] lr: 1.597e-02, eta: 1 day, 6:12:17, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7738, loss_cls: 1.9644, loss: 1.9644, grad_norm: 3.9656 2021-07-13 10:48:22,095 - mmaction - INFO - Epoch [190][1120/1879] lr: 1.597e-02, eta: 1 day, 6:11:59, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.5324, top5_acc: 0.7574, loss_cls: 2.0517, loss: 2.0517, grad_norm: 4.0584 2021-07-13 10:48:39,134 - mmaction - INFO - Epoch [190][1140/1879] lr: 1.597e-02, eta: 1 day, 6:11:41, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7672, loss_cls: 1.9598, loss: 1.9598, grad_norm: 4.0083 2021-07-13 10:48:56,160 - mmaction - INFO - Epoch [190][1160/1879] lr: 1.597e-02, eta: 1 day, 6:11:23, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7676, loss_cls: 1.9902, loss: 1.9902, grad_norm: 3.9548 2021-07-13 10:49:12,965 - mmaction - INFO - Epoch [190][1180/1879] lr: 1.597e-02, eta: 1 day, 6:11:05, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.5590, top5_acc: 0.7672, loss_cls: 1.9569, loss: 1.9569, grad_norm: 3.8805 2021-07-13 10:49:29,594 - mmaction - INFO - Epoch [190][1200/1879] lr: 1.597e-02, eta: 1 day, 6:10:47, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7645, loss_cls: 1.9755, loss: 1.9755, grad_norm: 3.9838 2021-07-13 10:49:46,806 - mmaction - INFO - Epoch [190][1220/1879] lr: 1.597e-02, eta: 1 day, 6:10:29, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7535, loss_cls: 2.0474, loss: 2.0474, grad_norm: 4.0010 2021-07-13 10:50:03,833 - mmaction - INFO - Epoch [190][1240/1879] lr: 1.597e-02, eta: 1 day, 6:10:11, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7449, loss_cls: 2.0724, loss: 2.0724, grad_norm: 3.9127 2021-07-13 10:50:20,725 - mmaction - INFO - Epoch [190][1260/1879] lr: 1.597e-02, eta: 1 day, 6:09:53, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.5355, top5_acc: 0.7484, loss_cls: 2.0434, loss: 2.0434, grad_norm: 3.9517 2021-07-13 10:50:37,760 - mmaction - INFO - Epoch [190][1280/1879] lr: 1.597e-02, eta: 1 day, 6:09:35, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5418, top5_acc: 0.7664, loss_cls: 1.9835, loss: 1.9835, grad_norm: 3.9312 2021-07-13 10:50:54,671 - mmaction - INFO - Epoch [190][1300/1879] lr: 1.597e-02, eta: 1 day, 6:09:17, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7691, loss_cls: 1.9788, loss: 1.9788, grad_norm: 3.9850 2021-07-13 10:51:11,623 - mmaction - INFO - Epoch [190][1320/1879] lr: 1.597e-02, eta: 1 day, 6:08:59, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5344, top5_acc: 0.7480, loss_cls: 2.0388, loss: 2.0388, grad_norm: 3.9009 2021-07-13 10:51:28,281 - mmaction - INFO - Epoch [190][1340/1879] lr: 1.597e-02, eta: 1 day, 6:08:41, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.5320, top5_acc: 0.7594, loss_cls: 2.0094, loss: 2.0094, grad_norm: 3.9889 2021-07-13 10:51:45,176 - mmaction - INFO - Epoch [190][1360/1879] lr: 1.597e-02, eta: 1 day, 6:08:23, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5410, top5_acc: 0.7648, loss_cls: 1.9703, loss: 1.9703, grad_norm: 3.9373 2021-07-13 10:52:02,006 - mmaction - INFO - Epoch [190][1380/1879] lr: 1.597e-02, eta: 1 day, 6:08:04, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5410, top5_acc: 0.7742, loss_cls: 1.9469, loss: 1.9469, grad_norm: 3.9577 2021-07-13 10:52:19,072 - mmaction - INFO - Epoch [190][1400/1879] lr: 1.597e-02, eta: 1 day, 6:07:47, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5410, top5_acc: 0.7574, loss_cls: 2.0010, loss: 2.0010, grad_norm: 3.9710 2021-07-13 10:52:35,992 - mmaction - INFO - Epoch [190][1420/1879] lr: 1.597e-02, eta: 1 day, 6:07:29, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7664, loss_cls: 1.9549, loss: 1.9549, grad_norm: 3.9669 2021-07-13 10:52:52,895 - mmaction - INFO - Epoch [190][1440/1879] lr: 1.597e-02, eta: 1 day, 6:07:11, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7719, loss_cls: 1.9384, loss: 1.9384, grad_norm: 3.9321 2021-07-13 10:53:09,943 - mmaction - INFO - Epoch [190][1460/1879] lr: 1.597e-02, eta: 1 day, 6:06:53, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5262, top5_acc: 0.7570, loss_cls: 2.0528, loss: 2.0528, grad_norm: 3.9443 2021-07-13 10:53:27,005 - mmaction - INFO - Epoch [190][1480/1879] lr: 1.597e-02, eta: 1 day, 6:06:35, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7781, loss_cls: 1.9530, loss: 1.9530, grad_norm: 3.8761 2021-07-13 10:53:43,757 - mmaction - INFO - Epoch [190][1500/1879] lr: 1.597e-02, eta: 1 day, 6:06:17, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.5531, top5_acc: 0.7688, loss_cls: 1.9591, loss: 1.9591, grad_norm: 3.9437 2021-07-13 10:54:00,273 - mmaction - INFO - Epoch [190][1520/1879] lr: 1.597e-02, eta: 1 day, 6:05:58, time: 0.823, data_time: 0.005, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7648, loss_cls: 1.9954, loss: 1.9954, grad_norm: 3.9424 2021-07-13 10:54:17,064 - mmaction - INFO - Epoch [190][1540/1879] lr: 1.597e-02, eta: 1 day, 6:05:40, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5344, top5_acc: 0.7527, loss_cls: 2.0220, loss: 2.0220, grad_norm: 3.9384 2021-07-13 10:54:34,135 - mmaction - INFO - Epoch [190][1560/1879] lr: 1.597e-02, eta: 1 day, 6:05:22, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5437, top5_acc: 0.7746, loss_cls: 1.9620, loss: 1.9620, grad_norm: 4.0311 2021-07-13 10:54:50,948 - mmaction - INFO - Epoch [190][1580/1879] lr: 1.597e-02, eta: 1 day, 6:05:04, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.5422, top5_acc: 0.7609, loss_cls: 1.9900, loss: 1.9900, grad_norm: 3.9245 2021-07-13 10:55:07,849 - mmaction - INFO - Epoch [190][1600/1879] lr: 1.597e-02, eta: 1 day, 6:04:46, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5539, top5_acc: 0.7699, loss_cls: 1.9587, loss: 1.9587, grad_norm: 3.9366 2021-07-13 10:55:24,670 - mmaction - INFO - Epoch [190][1620/1879] lr: 1.597e-02, eta: 1 day, 6:04:28, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7602, loss_cls: 2.0180, loss: 2.0180, grad_norm: 4.0058 2021-07-13 10:55:41,686 - mmaction - INFO - Epoch [190][1640/1879] lr: 1.597e-02, eta: 1 day, 6:04:10, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5426, top5_acc: 0.7699, loss_cls: 1.9494, loss: 1.9494, grad_norm: 4.0420 2021-07-13 10:55:58,725 - mmaction - INFO - Epoch [190][1660/1879] lr: 1.597e-02, eta: 1 day, 6:03:52, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7586, loss_cls: 1.9940, loss: 1.9940, grad_norm: 4.0177 2021-07-13 10:56:17,228 - mmaction - INFO - Epoch [190][1680/1879] lr: 1.597e-02, eta: 1 day, 6:03:36, time: 0.924, data_time: 0.005, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7617, loss_cls: 2.0403, loss: 2.0403, grad_norm: 3.9453 2021-07-13 10:56:33,897 - mmaction - INFO - Epoch [190][1700/1879] lr: 1.597e-02, eta: 1 day, 6:03:17, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7582, loss_cls: 2.0497, loss: 2.0497, grad_norm: 3.9613 2021-07-13 10:56:51,001 - mmaction - INFO - Epoch [190][1720/1879] lr: 1.597e-02, eta: 1 day, 6:02:59, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7562, loss_cls: 2.0375, loss: 2.0375, grad_norm: 3.9661 2021-07-13 10:57:07,757 - mmaction - INFO - Epoch [190][1740/1879] lr: 1.597e-02, eta: 1 day, 6:02:41, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7582, loss_cls: 2.0237, loss: 2.0237, grad_norm: 3.9857 2021-07-13 10:57:24,686 - mmaction - INFO - Epoch [190][1760/1879] lr: 1.597e-02, eta: 1 day, 6:02:23, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7484, loss_cls: 2.0290, loss: 2.0290, grad_norm: 4.0111 2021-07-13 10:57:41,469 - mmaction - INFO - Epoch [190][1780/1879] lr: 1.597e-02, eta: 1 day, 6:02:05, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5414, top5_acc: 0.7660, loss_cls: 1.9833, loss: 1.9833, grad_norm: 4.1394 2021-07-13 10:57:58,655 - mmaction - INFO - Epoch [190][1800/1879] lr: 1.597e-02, eta: 1 day, 6:01:47, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7566, loss_cls: 2.0286, loss: 2.0286, grad_norm: 4.0593 2021-07-13 10:58:16,029 - mmaction - INFO - Epoch [190][1820/1879] lr: 1.597e-02, eta: 1 day, 6:01:30, time: 0.869, data_time: 0.005, memory: 6454, top1_acc: 0.5215, top5_acc: 0.7457, loss_cls: 2.0580, loss: 2.0580, grad_norm: 4.0456 2021-07-13 10:58:33,009 - mmaction - INFO - Epoch [190][1840/1879] lr: 1.597e-02, eta: 1 day, 6:01:12, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5359, top5_acc: 0.7453, loss_cls: 2.0097, loss: 2.0097, grad_norm: 3.9050 2021-07-13 10:58:49,778 - mmaction - INFO - Epoch [190][1860/1879] lr: 1.597e-02, eta: 1 day, 6:00:54, time: 0.841, data_time: 0.007, memory: 6454, top1_acc: 0.5180, top5_acc: 0.7484, loss_cls: 2.0673, loss: 2.0673, grad_norm: 3.8723 2021-07-13 11:02:03,021 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-13 11:02:03,840 - mmaction - INFO - top1_acc 0.5994 top5_acc 0.8269 2021-07-13 11:02:03,840 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-13 11:02:03,903 - mmaction - INFO - mean_acc 0.5993 2021-07-13 11:02:06,469 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_190.pth. 2021-07-13 11:02:06,469 - mmaction - INFO - Best top1_acc is 0.5994 at 190 epoch. 2021-07-13 11:02:06,478 - mmaction - INFO - Epoch(val) [190][155] top1_acc: 0.5994, top5_acc: 0.8269, mean_class_accuracy: 0.5993 2021-07-13 11:02:56,787 - mmaction - INFO - Epoch [191][20/1879] lr: 1.552e-02, eta: 1 day, 6:00:39, time: 2.510, data_time: 1.584, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7605, loss_cls: 2.0009, loss: 2.0009, grad_norm: 3.8754 2021-07-13 11:03:13,342 - mmaction - INFO - Epoch [191][40/1879] lr: 1.552e-02, eta: 1 day, 6:00:21, time: 0.826, data_time: 0.005, memory: 6454, top1_acc: 0.5582, top5_acc: 0.7797, loss_cls: 1.9145, loss: 1.9145, grad_norm: 3.8089 2021-07-13 11:03:30,070 - mmaction - INFO - Epoch [191][60/1879] lr: 1.552e-02, eta: 1 day, 6:00:03, time: 0.837, data_time: 0.007, memory: 6454, top1_acc: 0.5484, top5_acc: 0.7734, loss_cls: 1.9427, loss: 1.9427, grad_norm: 3.9131 2021-07-13 11:03:47,580 - mmaction - INFO - Epoch [191][80/1879] lr: 1.552e-02, eta: 1 day, 5:59:45, time: 0.875, data_time: 0.004, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7676, loss_cls: 1.9541, loss: 1.9541, grad_norm: 3.9871 2021-07-13 11:04:04,929 - mmaction - INFO - Epoch [191][100/1879] lr: 1.552e-02, eta: 1 day, 5:59:28, time: 0.869, data_time: 0.006, memory: 6454, top1_acc: 0.5508, top5_acc: 0.7656, loss_cls: 1.9441, loss: 1.9441, grad_norm: 3.9903 2021-07-13 11:04:22,380 - mmaction - INFO - Epoch [191][120/1879] lr: 1.552e-02, eta: 1 day, 5:59:10, time: 0.872, data_time: 0.002, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7672, loss_cls: 1.9672, loss: 1.9672, grad_norm: 3.9298 2021-07-13 11:04:39,764 - mmaction - INFO - Epoch [191][140/1879] lr: 1.552e-02, eta: 1 day, 5:58:53, time: 0.869, data_time: 0.005, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7578, loss_cls: 2.0265, loss: 2.0265, grad_norm: 4.0089 2021-07-13 11:04:57,075 - mmaction - INFO - Epoch [191][160/1879] lr: 1.552e-02, eta: 1 day, 5:58:35, time: 0.866, data_time: 0.002, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7660, loss_cls: 1.9296, loss: 1.9296, grad_norm: 3.8772 2021-07-13 11:05:14,644 - mmaction - INFO - Epoch [191][180/1879] lr: 1.552e-02, eta: 1 day, 5:58:18, time: 0.878, data_time: 0.006, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7688, loss_cls: 1.9097, loss: 1.9097, grad_norm: 3.8465 2021-07-13 11:05:31,486 - mmaction - INFO - Epoch [191][200/1879] lr: 1.552e-02, eta: 1 day, 5:58:00, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5344, top5_acc: 0.7504, loss_cls: 2.0222, loss: 2.0222, grad_norm: 3.9882 2021-07-13 11:05:48,616 - mmaction - INFO - Epoch [191][220/1879] lr: 1.552e-02, eta: 1 day, 5:57:42, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5539, top5_acc: 0.7715, loss_cls: 1.9600, loss: 1.9600, grad_norm: 4.0179 2021-07-13 11:06:05,203 - mmaction - INFO - Epoch [191][240/1879] lr: 1.552e-02, eta: 1 day, 5:57:24, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7695, loss_cls: 1.9505, loss: 1.9505, grad_norm: 3.9114 2021-07-13 11:06:22,104 - mmaction - INFO - Epoch [191][260/1879] lr: 1.552e-02, eta: 1 day, 5:57:06, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7750, loss_cls: 1.9119, loss: 1.9119, grad_norm: 3.9127 2021-07-13 11:06:38,847 - mmaction - INFO - Epoch [191][280/1879] lr: 1.552e-02, eta: 1 day, 5:56:47, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7785, loss_cls: 1.9262, loss: 1.9262, grad_norm: 3.8834 2021-07-13 11:06:55,995 - mmaction - INFO - Epoch [191][300/1879] lr: 1.552e-02, eta: 1 day, 5:56:30, time: 0.856, data_time: 0.007, memory: 6454, top1_acc: 0.5637, top5_acc: 0.7742, loss_cls: 1.9261, loss: 1.9261, grad_norm: 4.0127 2021-07-13 11:07:13,066 - mmaction - INFO - Epoch [191][320/1879] lr: 1.552e-02, eta: 1 day, 5:56:12, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7656, loss_cls: 2.0081, loss: 2.0081, grad_norm: 4.0202 2021-07-13 11:07:29,867 - mmaction - INFO - Epoch [191][340/1879] lr: 1.552e-02, eta: 1 day, 5:55:54, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7711, loss_cls: 1.9645, loss: 1.9645, grad_norm: 3.9251 2021-07-13 11:07:46,691 - mmaction - INFO - Epoch [191][360/1879] lr: 1.552e-02, eta: 1 day, 5:55:35, time: 0.840, data_time: 0.007, memory: 6454, top1_acc: 0.5422, top5_acc: 0.7641, loss_cls: 1.9797, loss: 1.9797, grad_norm: 3.9602 2021-07-13 11:08:03,604 - mmaction - INFO - Epoch [191][380/1879] lr: 1.552e-02, eta: 1 day, 5:55:17, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7723, loss_cls: 1.9971, loss: 1.9971, grad_norm: 3.9364 2021-07-13 11:08:20,677 - mmaction - INFO - Epoch [191][400/1879] lr: 1.552e-02, eta: 1 day, 5:54:59, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7523, loss_cls: 2.0115, loss: 2.0115, grad_norm: 3.9976 2021-07-13 11:08:37,714 - mmaction - INFO - Epoch [191][420/1879] lr: 1.552e-02, eta: 1 day, 5:54:42, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7703, loss_cls: 1.9584, loss: 1.9584, grad_norm: 3.9865 2021-07-13 11:08:54,355 - mmaction - INFO - Epoch [191][440/1879] lr: 1.552e-02, eta: 1 day, 5:54:23, time: 0.834, data_time: 0.007, memory: 6454, top1_acc: 0.5426, top5_acc: 0.7703, loss_cls: 1.9788, loss: 1.9788, grad_norm: 4.0740 2021-07-13 11:09:11,271 - mmaction - INFO - Epoch [191][460/1879] lr: 1.552e-02, eta: 1 day, 5:54:05, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7758, loss_cls: 1.9502, loss: 1.9502, grad_norm: 3.9968 2021-07-13 11:09:28,406 - mmaction - INFO - Epoch [191][480/1879] lr: 1.552e-02, eta: 1 day, 5:53:47, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.5523, top5_acc: 0.7793, loss_cls: 1.9007, loss: 1.9007, grad_norm: 3.8933 2021-07-13 11:09:45,075 - mmaction - INFO - Epoch [191][500/1879] lr: 1.552e-02, eta: 1 day, 5:53:29, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.5629, top5_acc: 0.7688, loss_cls: 1.9402, loss: 1.9402, grad_norm: 3.8771 2021-07-13 11:10:02,201 - mmaction - INFO - Epoch [191][520/1879] lr: 1.552e-02, eta: 1 day, 5:53:11, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5535, top5_acc: 0.7703, loss_cls: 1.9365, loss: 1.9365, grad_norm: 3.9823 2021-07-13 11:10:18,564 - mmaction - INFO - Epoch [191][540/1879] lr: 1.552e-02, eta: 1 day, 5:52:53, time: 0.819, data_time: 0.002, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7637, loss_cls: 1.9862, loss: 1.9862, grad_norm: 4.1342 2021-07-13 11:10:35,336 - mmaction - INFO - Epoch [191][560/1879] lr: 1.552e-02, eta: 1 day, 5:52:34, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.5293, top5_acc: 0.7523, loss_cls: 2.0643, loss: 2.0643, grad_norm: 4.1234 2021-07-13 11:10:51,935 - mmaction - INFO - Epoch [191][580/1879] lr: 1.552e-02, eta: 1 day, 5:52:16, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7699, loss_cls: 1.9413, loss: 1.9413, grad_norm: 3.9334 2021-07-13 11:11:09,166 - mmaction - INFO - Epoch [191][600/1879] lr: 1.552e-02, eta: 1 day, 5:51:58, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5437, top5_acc: 0.7645, loss_cls: 1.9955, loss: 1.9955, grad_norm: 4.0433 2021-07-13 11:11:26,032 - mmaction - INFO - Epoch [191][620/1879] lr: 1.552e-02, eta: 1 day, 5:51:40, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7520, loss_cls: 2.0218, loss: 2.0218, grad_norm: 3.9779 2021-07-13 11:11:42,501 - mmaction - INFO - Epoch [191][640/1879] lr: 1.552e-02, eta: 1 day, 5:51:22, time: 0.825, data_time: 0.003, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7578, loss_cls: 1.9873, loss: 1.9873, grad_norm: 3.9730 2021-07-13 11:11:59,623 - mmaction - INFO - Epoch [191][660/1879] lr: 1.552e-02, eta: 1 day, 5:51:04, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7766, loss_cls: 1.9437, loss: 1.9437, grad_norm: 3.9951 2021-07-13 11:12:16,399 - mmaction - INFO - Epoch [191][680/1879] lr: 1.552e-02, eta: 1 day, 5:50:46, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7707, loss_cls: 1.9593, loss: 1.9593, grad_norm: 3.9445 2021-07-13 11:12:33,349 - mmaction - INFO - Epoch [191][700/1879] lr: 1.552e-02, eta: 1 day, 5:50:28, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.5461, top5_acc: 0.7773, loss_cls: 1.9430, loss: 1.9430, grad_norm: 3.9014 2021-07-13 11:12:49,972 - mmaction - INFO - Epoch [191][720/1879] lr: 1.552e-02, eta: 1 day, 5:50:09, time: 0.831, data_time: 0.008, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7582, loss_cls: 2.0192, loss: 2.0192, grad_norm: 4.0397 2021-07-13 11:13:06,751 - mmaction - INFO - Epoch [191][740/1879] lr: 1.552e-02, eta: 1 day, 5:49:51, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5387, top5_acc: 0.7520, loss_cls: 2.0379, loss: 2.0379, grad_norm: 4.0584 2021-07-13 11:13:23,315 - mmaction - INFO - Epoch [191][760/1879] lr: 1.552e-02, eta: 1 day, 5:49:33, time: 0.828, data_time: 0.006, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7699, loss_cls: 1.9433, loss: 1.9433, grad_norm: 3.9598 2021-07-13 11:13:40,301 - mmaction - INFO - Epoch [191][780/1879] lr: 1.552e-02, eta: 1 day, 5:49:15, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5543, top5_acc: 0.7625, loss_cls: 1.9711, loss: 1.9711, grad_norm: 3.9317 2021-07-13 11:13:57,363 - mmaction - INFO - Epoch [191][800/1879] lr: 1.552e-02, eta: 1 day, 5:48:57, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7629, loss_cls: 1.9976, loss: 1.9976, grad_norm: 3.9884 2021-07-13 11:14:14,250 - mmaction - INFO - Epoch [191][820/1879] lr: 1.552e-02, eta: 1 day, 5:48:39, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5469, top5_acc: 0.7637, loss_cls: 1.9316, loss: 1.9316, grad_norm: 3.9138 2021-07-13 11:14:31,113 - mmaction - INFO - Epoch [191][840/1879] lr: 1.552e-02, eta: 1 day, 5:48:21, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7652, loss_cls: 2.0078, loss: 2.0078, grad_norm: 4.0247 2021-07-13 11:14:48,211 - mmaction - INFO - Epoch [191][860/1879] lr: 1.552e-02, eta: 1 day, 5:48:03, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7707, loss_cls: 1.9494, loss: 1.9494, grad_norm: 3.9593 2021-07-13 11:15:04,947 - mmaction - INFO - Epoch [191][880/1879] lr: 1.552e-02, eta: 1 day, 5:47:45, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5449, top5_acc: 0.7641, loss_cls: 1.9774, loss: 1.9774, grad_norm: 3.9461 2021-07-13 11:15:21,812 - mmaction - INFO - Epoch [191][900/1879] lr: 1.552e-02, eta: 1 day, 5:47:26, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7684, loss_cls: 1.9367, loss: 1.9367, grad_norm: 3.9375 2021-07-13 11:15:38,957 - mmaction - INFO - Epoch [191][920/1879] lr: 1.552e-02, eta: 1 day, 5:47:09, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7605, loss_cls: 2.0052, loss: 2.0052, grad_norm: 3.9840 2021-07-13 11:15:56,199 - mmaction - INFO - Epoch [191][940/1879] lr: 1.552e-02, eta: 1 day, 5:46:51, time: 0.863, data_time: 0.003, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7734, loss_cls: 1.9612, loss: 1.9612, grad_norm: 4.0347 2021-07-13 11:16:13,084 - mmaction - INFO - Epoch [191][960/1879] lr: 1.552e-02, eta: 1 day, 5:46:33, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5344, top5_acc: 0.7562, loss_cls: 2.0074, loss: 2.0074, grad_norm: 4.0371 2021-07-13 11:16:29,923 - mmaction - INFO - Epoch [191][980/1879] lr: 1.552e-02, eta: 1 day, 5:46:15, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7727, loss_cls: 1.9361, loss: 1.9361, grad_norm: 3.9428 2021-07-13 11:16:47,241 - mmaction - INFO - Epoch [191][1000/1879] lr: 1.552e-02, eta: 1 day, 5:45:57, time: 0.868, data_time: 0.005, memory: 6454, top1_acc: 0.5125, top5_acc: 0.7555, loss_cls: 2.0571, loss: 2.0571, grad_norm: 4.0504 2021-07-13 11:17:04,083 - mmaction - INFO - Epoch [191][1020/1879] lr: 1.552e-02, eta: 1 day, 5:45:39, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7570, loss_cls: 1.9944, loss: 1.9944, grad_norm: 3.9924 2021-07-13 11:17:21,199 - mmaction - INFO - Epoch [191][1040/1879] lr: 1.552e-02, eta: 1 day, 5:45:21, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7676, loss_cls: 1.9981, loss: 1.9981, grad_norm: 3.9802 2021-07-13 11:17:38,100 - mmaction - INFO - Epoch [191][1060/1879] lr: 1.552e-02, eta: 1 day, 5:45:03, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5375, top5_acc: 0.7707, loss_cls: 1.9761, loss: 1.9761, grad_norm: 4.0534 2021-07-13 11:17:55,021 - mmaction - INFO - Epoch [191][1080/1879] lr: 1.552e-02, eta: 1 day, 5:44:45, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7492, loss_cls: 2.0354, loss: 2.0354, grad_norm: 4.0561 2021-07-13 11:18:11,945 - mmaction - INFO - Epoch [191][1100/1879] lr: 1.552e-02, eta: 1 day, 5:44:27, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5402, top5_acc: 0.7656, loss_cls: 1.9906, loss: 1.9906, grad_norm: 4.0774 2021-07-13 11:18:28,703 - mmaction - INFO - Epoch [191][1120/1879] lr: 1.552e-02, eta: 1 day, 5:44:09, time: 0.837, data_time: 0.007, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7738, loss_cls: 1.9950, loss: 1.9950, grad_norm: 4.0288 2021-07-13 11:18:45,619 - mmaction - INFO - Epoch [191][1140/1879] lr: 1.552e-02, eta: 1 day, 5:43:51, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7598, loss_cls: 2.0288, loss: 2.0288, grad_norm: 3.9778 2021-07-13 11:19:02,784 - mmaction - INFO - Epoch [191][1160/1879] lr: 1.552e-02, eta: 1 day, 5:43:33, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.5465, top5_acc: 0.7633, loss_cls: 1.9646, loss: 1.9646, grad_norm: 4.0006 2021-07-13 11:19:19,448 - mmaction - INFO - Epoch [191][1180/1879] lr: 1.552e-02, eta: 1 day, 5:43:15, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7688, loss_cls: 1.9383, loss: 1.9383, grad_norm: 3.9131 2021-07-13 11:19:36,323 - mmaction - INFO - Epoch [191][1200/1879] lr: 1.552e-02, eta: 1 day, 5:42:57, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7668, loss_cls: 1.9708, loss: 1.9708, grad_norm: 4.0661 2021-07-13 11:19:53,331 - mmaction - INFO - Epoch [191][1220/1879] lr: 1.552e-02, eta: 1 day, 5:42:39, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7660, loss_cls: 1.9837, loss: 1.9837, grad_norm: 3.9767 2021-07-13 11:20:09,994 - mmaction - INFO - Epoch [191][1240/1879] lr: 1.552e-02, eta: 1 day, 5:42:21, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7648, loss_cls: 1.9725, loss: 1.9725, grad_norm: 3.9744 2021-07-13 11:20:26,625 - mmaction - INFO - Epoch [191][1260/1879] lr: 1.552e-02, eta: 1 day, 5:42:02, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.5461, top5_acc: 0.7777, loss_cls: 1.9541, loss: 1.9541, grad_norm: 3.9488 2021-07-13 11:20:43,749 - mmaction - INFO - Epoch [191][1280/1879] lr: 1.552e-02, eta: 1 day, 5:41:45, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5465, top5_acc: 0.7520, loss_cls: 2.0472, loss: 2.0472, grad_norm: 3.9244 2021-07-13 11:21:00,818 - mmaction - INFO - Epoch [191][1300/1879] lr: 1.552e-02, eta: 1 day, 5:41:27, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7723, loss_cls: 1.9815, loss: 1.9815, grad_norm: 3.9939 2021-07-13 11:21:17,736 - mmaction - INFO - Epoch [191][1320/1879] lr: 1.552e-02, eta: 1 day, 5:41:09, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9521, loss: 1.9521, grad_norm: 3.8528 2021-07-13 11:21:34,734 - mmaction - INFO - Epoch [191][1340/1879] lr: 1.552e-02, eta: 1 day, 5:40:51, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7699, loss_cls: 1.9383, loss: 1.9383, grad_norm: 3.9656 2021-07-13 11:21:51,862 - mmaction - INFO - Epoch [191][1360/1879] lr: 1.552e-02, eta: 1 day, 5:40:33, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5465, top5_acc: 0.7633, loss_cls: 2.0031, loss: 2.0031, grad_norm: 4.0386 2021-07-13 11:22:08,510 - mmaction - INFO - Epoch [191][1380/1879] lr: 1.552e-02, eta: 1 day, 5:40:15, time: 0.836, data_time: 0.006, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7773, loss_cls: 1.9579, loss: 1.9579, grad_norm: 4.0961 2021-07-13 11:22:25,547 - mmaction - INFO - Epoch [191][1400/1879] lr: 1.552e-02, eta: 1 day, 5:39:57, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5484, top5_acc: 0.7691, loss_cls: 1.9465, loss: 1.9465, grad_norm: 4.0274 2021-07-13 11:22:42,495 - mmaction - INFO - Epoch [191][1420/1879] lr: 1.552e-02, eta: 1 day, 5:39:39, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7613, loss_cls: 2.0142, loss: 2.0142, grad_norm: 3.9839 2021-07-13 11:22:59,659 - mmaction - INFO - Epoch [191][1440/1879] lr: 1.552e-02, eta: 1 day, 5:39:21, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7691, loss_cls: 1.9904, loss: 1.9904, grad_norm: 3.9747 2021-07-13 11:23:16,634 - mmaction - INFO - Epoch [191][1460/1879] lr: 1.552e-02, eta: 1 day, 5:39:03, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7523, loss_cls: 2.0856, loss: 2.0856, grad_norm: 4.0548 2021-07-13 11:23:33,899 - mmaction - INFO - Epoch [191][1480/1879] lr: 1.552e-02, eta: 1 day, 5:38:45, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5332, top5_acc: 0.7512, loss_cls: 2.0450, loss: 2.0450, grad_norm: 3.9499 2021-07-13 11:23:51,029 - mmaction - INFO - Epoch [191][1500/1879] lr: 1.552e-02, eta: 1 day, 5:38:28, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.5359, top5_acc: 0.7574, loss_cls: 2.0250, loss: 2.0250, grad_norm: 3.9728 2021-07-13 11:24:07,991 - mmaction - INFO - Epoch [191][1520/1879] lr: 1.552e-02, eta: 1 day, 5:38:10, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7492, loss_cls: 2.0364, loss: 2.0364, grad_norm: 3.9153 2021-07-13 11:24:25,050 - mmaction - INFO - Epoch [191][1540/1879] lr: 1.552e-02, eta: 1 day, 5:37:52, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5230, top5_acc: 0.7523, loss_cls: 2.0692, loss: 2.0692, grad_norm: 4.0080 2021-07-13 11:24:41,973 - mmaction - INFO - Epoch [191][1560/1879] lr: 1.552e-02, eta: 1 day, 5:37:34, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5301, top5_acc: 0.7422, loss_cls: 2.0841, loss: 2.0841, grad_norm: 3.9834 2021-07-13 11:24:58,702 - mmaction - INFO - Epoch [191][1580/1879] lr: 1.552e-02, eta: 1 day, 5:37:16, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7715, loss_cls: 1.9978, loss: 1.9978, grad_norm: 3.9731 2021-07-13 11:25:15,465 - mmaction - INFO - Epoch [191][1600/1879] lr: 1.552e-02, eta: 1 day, 5:36:57, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.5359, top5_acc: 0.7664, loss_cls: 2.0172, loss: 2.0172, grad_norm: 3.9538 2021-07-13 11:25:31,983 - mmaction - INFO - Epoch [191][1620/1879] lr: 1.552e-02, eta: 1 day, 5:36:39, time: 0.830, data_time: 0.006, memory: 6454, top1_acc: 0.5293, top5_acc: 0.7551, loss_cls: 2.0315, loss: 2.0315, grad_norm: 3.9636 2021-07-13 11:25:49,153 - mmaction - INFO - Epoch [191][1640/1879] lr: 1.552e-02, eta: 1 day, 5:36:21, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5531, top5_acc: 0.7816, loss_cls: 1.9168, loss: 1.9168, grad_norm: 3.8512 2021-07-13 11:26:06,073 - mmaction - INFO - Epoch [191][1660/1879] lr: 1.552e-02, eta: 1 day, 5:36:03, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7590, loss_cls: 2.0025, loss: 2.0025, grad_norm: 3.9391 2021-07-13 11:26:23,259 - mmaction - INFO - Epoch [191][1680/1879] lr: 1.552e-02, eta: 1 day, 5:35:46, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7512, loss_cls: 2.0340, loss: 2.0340, grad_norm: 4.1016 2021-07-13 11:26:40,507 - mmaction - INFO - Epoch [191][1700/1879] lr: 1.552e-02, eta: 1 day, 5:35:28, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5437, top5_acc: 0.7668, loss_cls: 1.9721, loss: 1.9721, grad_norm: 4.1021 2021-07-13 11:26:57,355 - mmaction - INFO - Epoch [191][1720/1879] lr: 1.552e-02, eta: 1 day, 5:35:10, time: 0.847, data_time: 0.009, memory: 6454, top1_acc: 0.5254, top5_acc: 0.7531, loss_cls: 2.0640, loss: 2.0640, grad_norm: 4.0152 2021-07-13 11:27:14,415 - mmaction - INFO - Epoch [191][1740/1879] lr: 1.552e-02, eta: 1 day, 5:34:52, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5648, top5_acc: 0.7738, loss_cls: 1.8997, loss: 1.8997, grad_norm: 3.9613 2021-07-13 11:27:31,233 - mmaction - INFO - Epoch [191][1760/1879] lr: 1.552e-02, eta: 1 day, 5:34:34, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7672, loss_cls: 1.9616, loss: 1.9616, grad_norm: 4.0105 2021-07-13 11:27:48,257 - mmaction - INFO - Epoch [191][1780/1879] lr: 1.552e-02, eta: 1 day, 5:34:16, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7660, loss_cls: 2.0290, loss: 2.0290, grad_norm: 4.0216 2021-07-13 11:28:05,105 - mmaction - INFO - Epoch [191][1800/1879] lr: 1.552e-02, eta: 1 day, 5:33:58, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7578, loss_cls: 2.0056, loss: 2.0056, grad_norm: 3.9621 2021-07-13 11:28:22,140 - mmaction - INFO - Epoch [191][1820/1879] lr: 1.552e-02, eta: 1 day, 5:33:40, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5676, top5_acc: 0.7680, loss_cls: 1.9244, loss: 1.9244, grad_norm: 3.8695 2021-07-13 11:28:38,968 - mmaction - INFO - Epoch [191][1840/1879] lr: 1.552e-02, eta: 1 day, 5:33:22, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7699, loss_cls: 1.9424, loss: 1.9424, grad_norm: 3.9973 2021-07-13 11:28:56,019 - mmaction - INFO - Epoch [191][1860/1879] lr: 1.552e-02, eta: 1 day, 5:33:04, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5281, top5_acc: 0.7543, loss_cls: 2.0329, loss: 2.0329, grad_norm: 3.9249 2021-07-13 11:30:11,002 - mmaction - INFO - Epoch [192][20/1879] lr: 1.508e-02, eta: 1 day, 5:32:55, time: 2.747, data_time: 1.833, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7660, loss_cls: 1.9674, loss: 1.9674, grad_norm: 3.9686 2021-07-13 11:30:27,550 - mmaction - INFO - Epoch [192][40/1879] lr: 1.508e-02, eta: 1 day, 5:32:36, time: 0.828, data_time: 0.002, memory: 6454, top1_acc: 0.5465, top5_acc: 0.7750, loss_cls: 1.9641, loss: 1.9641, grad_norm: 3.9946 2021-07-13 11:30:44,154 - mmaction - INFO - Epoch [192][60/1879] lr: 1.508e-02, eta: 1 day, 5:32:18, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7680, loss_cls: 1.9744, loss: 1.9744, grad_norm: 4.0372 2021-07-13 11:31:01,040 - mmaction - INFO - Epoch [192][80/1879] lr: 1.508e-02, eta: 1 day, 5:32:00, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5535, top5_acc: 0.7785, loss_cls: 1.9242, loss: 1.9242, grad_norm: 4.0142 2021-07-13 11:31:18,099 - mmaction - INFO - Epoch [192][100/1879] lr: 1.508e-02, eta: 1 day, 5:31:42, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7684, loss_cls: 1.9918, loss: 1.9918, grad_norm: 4.0152 2021-07-13 11:31:35,018 - mmaction - INFO - Epoch [192][120/1879] lr: 1.508e-02, eta: 1 day, 5:31:24, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7703, loss_cls: 1.9356, loss: 1.9356, grad_norm: 4.0016 2021-07-13 11:31:51,990 - mmaction - INFO - Epoch [192][140/1879] lr: 1.508e-02, eta: 1 day, 5:31:06, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7797, loss_cls: 1.9125, loss: 1.9125, grad_norm: 4.0986 2021-07-13 11:32:08,931 - mmaction - INFO - Epoch [192][160/1879] lr: 1.508e-02, eta: 1 day, 5:30:48, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7746, loss_cls: 1.9155, loss: 1.9155, grad_norm: 4.0258 2021-07-13 11:32:25,983 - mmaction - INFO - Epoch [192][180/1879] lr: 1.508e-02, eta: 1 day, 5:30:30, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7691, loss_cls: 1.9385, loss: 1.9385, grad_norm: 3.9993 2021-07-13 11:32:42,844 - mmaction - INFO - Epoch [192][200/1879] lr: 1.508e-02, eta: 1 day, 5:30:12, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7543, loss_cls: 1.9945, loss: 1.9945, grad_norm: 4.0546 2021-07-13 11:32:59,433 - mmaction - INFO - Epoch [192][220/1879] lr: 1.508e-02, eta: 1 day, 5:29:54, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7656, loss_cls: 1.9244, loss: 1.9244, grad_norm: 4.0865 2021-07-13 11:33:16,072 - mmaction - INFO - Epoch [192][240/1879] lr: 1.508e-02, eta: 1 day, 5:29:36, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.5387, top5_acc: 0.7664, loss_cls: 1.9813, loss: 1.9813, grad_norm: 4.0502 2021-07-13 11:33:33,132 - mmaction - INFO - Epoch [192][260/1879] lr: 1.508e-02, eta: 1 day, 5:29:18, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5496, top5_acc: 0.7723, loss_cls: 1.9329, loss: 1.9329, grad_norm: 4.0194 2021-07-13 11:33:50,072 - mmaction - INFO - Epoch [192][280/1879] lr: 1.508e-02, eta: 1 day, 5:29:00, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5637, top5_acc: 0.7707, loss_cls: 1.8871, loss: 1.8871, grad_norm: 3.9070 2021-07-13 11:34:06,638 - mmaction - INFO - Epoch [192][300/1879] lr: 1.508e-02, eta: 1 day, 5:28:41, time: 0.828, data_time: 0.005, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7578, loss_cls: 1.9734, loss: 1.9734, grad_norm: 3.9956 2021-07-13 11:34:23,292 - mmaction - INFO - Epoch [192][320/1879] lr: 1.508e-02, eta: 1 day, 5:28:23, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.5613, top5_acc: 0.7742, loss_cls: 1.9182, loss: 1.9182, grad_norm: 3.9490 2021-07-13 11:34:40,285 - mmaction - INFO - Epoch [192][340/1879] lr: 1.508e-02, eta: 1 day, 5:28:05, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5418, top5_acc: 0.7719, loss_cls: 1.9282, loss: 1.9282, grad_norm: 4.0036 2021-07-13 11:34:57,192 - mmaction - INFO - Epoch [192][360/1879] lr: 1.508e-02, eta: 1 day, 5:27:47, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7766, loss_cls: 1.9192, loss: 1.9192, grad_norm: 3.9432 2021-07-13 11:35:14,256 - mmaction - INFO - Epoch [192][380/1879] lr: 1.508e-02, eta: 1 day, 5:27:29, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5320, top5_acc: 0.7551, loss_cls: 2.0038, loss: 2.0038, grad_norm: 4.0309 2021-07-13 11:35:31,389 - mmaction - INFO - Epoch [192][400/1879] lr: 1.508e-02, eta: 1 day, 5:27:11, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5543, top5_acc: 0.7766, loss_cls: 1.9333, loss: 1.9333, grad_norm: 3.9917 2021-07-13 11:35:48,333 - mmaction - INFO - Epoch [192][420/1879] lr: 1.508e-02, eta: 1 day, 5:26:53, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5645, top5_acc: 0.7809, loss_cls: 1.9013, loss: 1.9013, grad_norm: 3.9040 2021-07-13 11:36:05,348 - mmaction - INFO - Epoch [192][440/1879] lr: 1.508e-02, eta: 1 day, 5:26:35, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5410, top5_acc: 0.7641, loss_cls: 1.9815, loss: 1.9815, grad_norm: 4.0513 2021-07-13 11:36:22,120 - mmaction - INFO - Epoch [192][460/1879] lr: 1.508e-02, eta: 1 day, 5:26:17, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7629, loss_cls: 1.9906, loss: 1.9906, grad_norm: 3.9819 2021-07-13 11:36:39,410 - mmaction - INFO - Epoch [192][480/1879] lr: 1.508e-02, eta: 1 day, 5:26:00, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7625, loss_cls: 1.9748, loss: 1.9748, grad_norm: 3.9474 2021-07-13 11:36:56,199 - mmaction - INFO - Epoch [192][500/1879] lr: 1.508e-02, eta: 1 day, 5:25:42, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5445, top5_acc: 0.7648, loss_cls: 1.9676, loss: 1.9676, grad_norm: 4.0788 2021-07-13 11:37:13,006 - mmaction - INFO - Epoch [192][520/1879] lr: 1.508e-02, eta: 1 day, 5:25:23, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7758, loss_cls: 1.9461, loss: 1.9461, grad_norm: 3.9614 2021-07-13 11:37:29,912 - mmaction - INFO - Epoch [192][540/1879] lr: 1.508e-02, eta: 1 day, 5:25:05, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5582, top5_acc: 0.7754, loss_cls: 1.9055, loss: 1.9055, grad_norm: 4.0256 2021-07-13 11:37:46,656 - mmaction - INFO - Epoch [192][560/1879] lr: 1.508e-02, eta: 1 day, 5:24:47, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5590, top5_acc: 0.7688, loss_cls: 1.9361, loss: 1.9361, grad_norm: 3.9702 2021-07-13 11:38:03,603 - mmaction - INFO - Epoch [192][580/1879] lr: 1.508e-02, eta: 1 day, 5:24:29, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7773, loss_cls: 1.8969, loss: 1.8969, grad_norm: 3.9611 2021-07-13 11:38:20,709 - mmaction - INFO - Epoch [192][600/1879] lr: 1.508e-02, eta: 1 day, 5:24:11, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7645, loss_cls: 2.0232, loss: 2.0232, grad_norm: 4.1220 2021-07-13 11:38:37,513 - mmaction - INFO - Epoch [192][620/1879] lr: 1.508e-02, eta: 1 day, 5:23:53, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.5445, top5_acc: 0.7562, loss_cls: 2.0096, loss: 2.0096, grad_norm: 4.0525 2021-07-13 11:38:54,420 - mmaction - INFO - Epoch [192][640/1879] lr: 1.508e-02, eta: 1 day, 5:23:35, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7676, loss_cls: 1.9619, loss: 1.9619, grad_norm: 3.9948 2021-07-13 11:39:11,463 - mmaction - INFO - Epoch [192][660/1879] lr: 1.508e-02, eta: 1 day, 5:23:17, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5516, top5_acc: 0.7621, loss_cls: 1.9698, loss: 1.9698, grad_norm: 4.0293 2021-07-13 11:39:28,218 - mmaction - INFO - Epoch [192][680/1879] lr: 1.508e-02, eta: 1 day, 5:22:59, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7727, loss_cls: 1.9390, loss: 1.9390, grad_norm: 4.0005 2021-07-13 11:39:45,082 - mmaction - INFO - Epoch [192][700/1879] lr: 1.508e-02, eta: 1 day, 5:22:41, time: 0.844, data_time: 0.007, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7793, loss_cls: 1.9224, loss: 1.9224, grad_norm: 3.9373 2021-07-13 11:40:02,197 - mmaction - INFO - Epoch [192][720/1879] lr: 1.508e-02, eta: 1 day, 5:22:23, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5355, top5_acc: 0.7539, loss_cls: 2.0093, loss: 2.0093, grad_norm: 4.0391 2021-07-13 11:40:18,874 - mmaction - INFO - Epoch [192][740/1879] lr: 1.508e-02, eta: 1 day, 5:22:05, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5551, top5_acc: 0.7777, loss_cls: 1.9282, loss: 1.9282, grad_norm: 4.0228 2021-07-13 11:40:35,505 - mmaction - INFO - Epoch [192][760/1879] lr: 1.508e-02, eta: 1 day, 5:21:47, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.5848, top5_acc: 0.7828, loss_cls: 1.8605, loss: 1.8605, grad_norm: 3.9476 2021-07-13 11:40:52,600 - mmaction - INFO - Epoch [192][780/1879] lr: 1.508e-02, eta: 1 day, 5:21:29, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7629, loss_cls: 1.9660, loss: 1.9660, grad_norm: 4.0667 2021-07-13 11:41:09,502 - mmaction - INFO - Epoch [192][800/1879] lr: 1.508e-02, eta: 1 day, 5:21:11, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7684, loss_cls: 1.9326, loss: 1.9326, grad_norm: 3.9822 2021-07-13 11:41:26,484 - mmaction - INFO - Epoch [192][820/1879] lr: 1.508e-02, eta: 1 day, 5:20:53, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7668, loss_cls: 2.0121, loss: 2.0121, grad_norm: 4.1039 2021-07-13 11:41:43,197 - mmaction - INFO - Epoch [192][840/1879] lr: 1.508e-02, eta: 1 day, 5:20:35, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.5348, top5_acc: 0.7641, loss_cls: 2.0225, loss: 2.0225, grad_norm: 4.0744 2021-07-13 11:42:00,011 - mmaction - INFO - Epoch [192][860/1879] lr: 1.508e-02, eta: 1 day, 5:20:17, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7617, loss_cls: 1.9539, loss: 1.9539, grad_norm: 4.0340 2021-07-13 11:42:16,964 - mmaction - INFO - Epoch [192][880/1879] lr: 1.508e-02, eta: 1 day, 5:19:59, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7559, loss_cls: 2.0414, loss: 2.0414, grad_norm: 4.1367 2021-07-13 11:42:34,257 - mmaction - INFO - Epoch [192][900/1879] lr: 1.508e-02, eta: 1 day, 5:19:41, time: 0.862, data_time: 0.001, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7543, loss_cls: 2.0412, loss: 2.0412, grad_norm: 4.0615 2021-07-13 11:42:51,083 - mmaction - INFO - Epoch [192][920/1879] lr: 1.508e-02, eta: 1 day, 5:19:23, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7488, loss_cls: 2.0134, loss: 2.0134, grad_norm: 3.9615 2021-07-13 11:43:08,006 - mmaction - INFO - Epoch [192][940/1879] lr: 1.508e-02, eta: 1 day, 5:19:05, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7664, loss_cls: 1.9485, loss: 1.9485, grad_norm: 4.0539 2021-07-13 11:43:25,070 - mmaction - INFO - Epoch [192][960/1879] lr: 1.508e-02, eta: 1 day, 5:18:47, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5270, top5_acc: 0.7641, loss_cls: 2.0266, loss: 2.0266, grad_norm: 4.0987 2021-07-13 11:43:42,210 - mmaction - INFO - Epoch [192][980/1879] lr: 1.508e-02, eta: 1 day, 5:18:30, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7660, loss_cls: 1.9634, loss: 1.9634, grad_norm: 3.8910 2021-07-13 11:43:59,219 - mmaction - INFO - Epoch [192][1000/1879] lr: 1.508e-02, eta: 1 day, 5:18:12, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7637, loss_cls: 2.0167, loss: 2.0167, grad_norm: 4.0142 2021-07-13 11:44:16,384 - mmaction - INFO - Epoch [192][1020/1879] lr: 1.508e-02, eta: 1 day, 5:17:54, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5551, top5_acc: 0.7742, loss_cls: 1.9652, loss: 1.9652, grad_norm: 4.0136 2021-07-13 11:44:33,240 - mmaction - INFO - Epoch [192][1040/1879] lr: 1.508e-02, eta: 1 day, 5:17:36, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7711, loss_cls: 1.9840, loss: 1.9840, grad_norm: 4.0541 2021-07-13 11:44:50,062 - mmaction - INFO - Epoch [192][1060/1879] lr: 1.508e-02, eta: 1 day, 5:17:18, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5516, top5_acc: 0.7684, loss_cls: 1.9428, loss: 1.9428, grad_norm: 4.0698 2021-07-13 11:45:07,037 - mmaction - INFO - Epoch [192][1080/1879] lr: 1.508e-02, eta: 1 day, 5:17:00, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7605, loss_cls: 2.0186, loss: 2.0186, grad_norm: 4.0994 2021-07-13 11:45:23,946 - mmaction - INFO - Epoch [192][1100/1879] lr: 1.508e-02, eta: 1 day, 5:16:42, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7527, loss_cls: 2.0081, loss: 2.0081, grad_norm: 4.1225 2021-07-13 11:45:40,993 - mmaction - INFO - Epoch [192][1120/1879] lr: 1.508e-02, eta: 1 day, 5:16:24, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7773, loss_cls: 1.9326, loss: 1.9326, grad_norm: 3.9417 2021-07-13 11:45:57,761 - mmaction - INFO - Epoch [192][1140/1879] lr: 1.508e-02, eta: 1 day, 5:16:06, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.5402, top5_acc: 0.7734, loss_cls: 1.9663, loss: 1.9663, grad_norm: 4.1227 2021-07-13 11:46:14,647 - mmaction - INFO - Epoch [192][1160/1879] lr: 1.508e-02, eta: 1 day, 5:15:48, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7688, loss_cls: 1.9581, loss: 1.9581, grad_norm: 4.0507 2021-07-13 11:46:31,593 - mmaction - INFO - Epoch [192][1180/1879] lr: 1.508e-02, eta: 1 day, 5:15:30, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5437, top5_acc: 0.7555, loss_cls: 1.9857, loss: 1.9857, grad_norm: 3.9957 2021-07-13 11:46:48,572 - mmaction - INFO - Epoch [192][1200/1879] lr: 1.508e-02, eta: 1 day, 5:15:12, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5527, top5_acc: 0.7699, loss_cls: 1.9221, loss: 1.9221, grad_norm: 4.0091 2021-07-13 11:47:05,386 - mmaction - INFO - Epoch [192][1220/1879] lr: 1.508e-02, eta: 1 day, 5:14:54, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7652, loss_cls: 1.9861, loss: 1.9861, grad_norm: 4.0511 2021-07-13 11:47:22,410 - mmaction - INFO - Epoch [192][1240/1879] lr: 1.508e-02, eta: 1 day, 5:14:36, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7707, loss_cls: 1.9554, loss: 1.9554, grad_norm: 3.9966 2021-07-13 11:47:39,362 - mmaction - INFO - Epoch [192][1260/1879] lr: 1.508e-02, eta: 1 day, 5:14:18, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5422, top5_acc: 0.7707, loss_cls: 1.9603, loss: 1.9603, grad_norm: 4.0281 2021-07-13 11:47:56,122 - mmaction - INFO - Epoch [192][1280/1879] lr: 1.508e-02, eta: 1 day, 5:14:00, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.5297, top5_acc: 0.7688, loss_cls: 2.0020, loss: 2.0020, grad_norm: 4.0622 2021-07-13 11:48:13,159 - mmaction - INFO - Epoch [192][1300/1879] lr: 1.508e-02, eta: 1 day, 5:13:42, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5496, top5_acc: 0.7707, loss_cls: 1.9964, loss: 1.9964, grad_norm: 4.0262 2021-07-13 11:48:29,993 - mmaction - INFO - Epoch [192][1320/1879] lr: 1.508e-02, eta: 1 day, 5:13:24, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7684, loss_cls: 2.0099, loss: 2.0099, grad_norm: 4.0265 2021-07-13 11:48:47,285 - mmaction - INFO - Epoch [192][1340/1879] lr: 1.508e-02, eta: 1 day, 5:13:06, time: 0.867, data_time: 0.004, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7707, loss_cls: 1.9596, loss: 1.9596, grad_norm: 3.9068 2021-07-13 11:49:04,132 - mmaction - INFO - Epoch [192][1360/1879] lr: 1.508e-02, eta: 1 day, 5:12:48, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5531, top5_acc: 0.7609, loss_cls: 1.9589, loss: 1.9589, grad_norm: 3.9938 2021-07-13 11:49:21,035 - mmaction - INFO - Epoch [192][1380/1879] lr: 1.508e-02, eta: 1 day, 5:12:30, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5590, top5_acc: 0.7621, loss_cls: 1.9613, loss: 1.9613, grad_norm: 3.9320 2021-07-13 11:49:38,075 - mmaction - INFO - Epoch [192][1400/1879] lr: 1.508e-02, eta: 1 day, 5:12:12, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5508, top5_acc: 0.7742, loss_cls: 1.9204, loss: 1.9204, grad_norm: 3.9804 2021-07-13 11:49:54,918 - mmaction - INFO - Epoch [192][1420/1879] lr: 1.508e-02, eta: 1 day, 5:11:54, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5410, top5_acc: 0.7711, loss_cls: 1.9775, loss: 1.9775, grad_norm: 4.0347 2021-07-13 11:50:11,737 - mmaction - INFO - Epoch [192][1440/1879] lr: 1.508e-02, eta: 1 day, 5:11:36, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7602, loss_cls: 2.0111, loss: 2.0111, grad_norm: 4.0490 2021-07-13 11:50:28,560 - mmaction - INFO - Epoch [192][1460/1879] lr: 1.508e-02, eta: 1 day, 5:11:18, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7570, loss_cls: 1.9757, loss: 1.9757, grad_norm: 4.0317 2021-07-13 11:50:45,774 - mmaction - INFO - Epoch [192][1480/1879] lr: 1.508e-02, eta: 1 day, 5:11:00, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7535, loss_cls: 2.0433, loss: 2.0433, grad_norm: 4.1637 2021-07-13 11:51:02,708 - mmaction - INFO - Epoch [192][1500/1879] lr: 1.508e-02, eta: 1 day, 5:10:42, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7680, loss_cls: 1.9771, loss: 1.9771, grad_norm: 4.0663 2021-07-13 11:51:19,605 - mmaction - INFO - Epoch [192][1520/1879] lr: 1.508e-02, eta: 1 day, 5:10:24, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5461, top5_acc: 0.7664, loss_cls: 1.9589, loss: 1.9589, grad_norm: 4.0813 2021-07-13 11:51:36,691 - mmaction - INFO - Epoch [192][1540/1879] lr: 1.508e-02, eta: 1 day, 5:10:07, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7625, loss_cls: 2.0013, loss: 2.0013, grad_norm: 4.0960 2021-07-13 11:51:53,540 - mmaction - INFO - Epoch [192][1560/1879] lr: 1.508e-02, eta: 1 day, 5:09:49, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5621, top5_acc: 0.7680, loss_cls: 1.9611, loss: 1.9611, grad_norm: 3.9887 2021-07-13 11:52:10,562 - mmaction - INFO - Epoch [192][1580/1879] lr: 1.508e-02, eta: 1 day, 5:09:31, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7723, loss_cls: 1.9180, loss: 1.9180, grad_norm: 3.9564 2021-07-13 11:52:27,471 - mmaction - INFO - Epoch [192][1600/1879] lr: 1.508e-02, eta: 1 day, 5:09:13, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7617, loss_cls: 1.9775, loss: 1.9775, grad_norm: 3.9824 2021-07-13 11:52:44,336 - mmaction - INFO - Epoch [192][1620/1879] lr: 1.508e-02, eta: 1 day, 5:08:55, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5668, top5_acc: 0.7738, loss_cls: 1.8996, loss: 1.8996, grad_norm: 3.9693 2021-07-13 11:53:01,072 - mmaction - INFO - Epoch [192][1640/1879] lr: 1.508e-02, eta: 1 day, 5:08:36, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7805, loss_cls: 1.9707, loss: 1.9707, grad_norm: 4.1438 2021-07-13 11:53:17,862 - mmaction - INFO - Epoch [192][1660/1879] lr: 1.508e-02, eta: 1 day, 5:08:18, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7648, loss_cls: 1.9807, loss: 1.9807, grad_norm: 4.0676 2021-07-13 11:53:34,716 - mmaction - INFO - Epoch [192][1680/1879] lr: 1.508e-02, eta: 1 day, 5:08:00, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7777, loss_cls: 1.9132, loss: 1.9132, grad_norm: 3.8964 2021-07-13 11:53:51,702 - mmaction - INFO - Epoch [192][1700/1879] lr: 1.508e-02, eta: 1 day, 5:07:42, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5355, top5_acc: 0.7562, loss_cls: 2.0407, loss: 2.0407, grad_norm: 4.1203 2021-07-13 11:54:08,782 - mmaction - INFO - Epoch [192][1720/1879] lr: 1.508e-02, eta: 1 day, 5:07:25, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7730, loss_cls: 1.9482, loss: 1.9482, grad_norm: 4.0529 2021-07-13 11:54:25,795 - mmaction - INFO - Epoch [192][1740/1879] lr: 1.508e-02, eta: 1 day, 5:07:07, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5414, top5_acc: 0.7699, loss_cls: 1.9524, loss: 1.9524, grad_norm: 4.1143 2021-07-13 11:54:43,253 - mmaction - INFO - Epoch [192][1760/1879] lr: 1.508e-02, eta: 1 day, 5:06:49, time: 0.876, data_time: 0.008, memory: 6454, top1_acc: 0.5508, top5_acc: 0.7652, loss_cls: 1.9604, loss: 1.9604, grad_norm: 4.0988 2021-07-13 11:55:00,844 - mmaction - INFO - Epoch [192][1780/1879] lr: 1.508e-02, eta: 1 day, 5:06:32, time: 0.881, data_time: 0.004, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7805, loss_cls: 1.9359, loss: 1.9359, grad_norm: 4.0103 2021-07-13 11:55:17,742 - mmaction - INFO - Epoch [192][1800/1879] lr: 1.508e-02, eta: 1 day, 5:06:14, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5496, top5_acc: 0.7633, loss_cls: 1.9700, loss: 1.9700, grad_norm: 4.0566 2021-07-13 11:55:34,781 - mmaction - INFO - Epoch [192][1820/1879] lr: 1.508e-02, eta: 1 day, 5:05:56, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5336, top5_acc: 0.7461, loss_cls: 2.0511, loss: 2.0511, grad_norm: 4.0335 2021-07-13 11:55:51,479 - mmaction - INFO - Epoch [192][1840/1879] lr: 1.508e-02, eta: 1 day, 5:05:38, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.5309, top5_acc: 0.7422, loss_cls: 2.0665, loss: 2.0665, grad_norm: 4.0069 2021-07-13 11:56:08,146 - mmaction - INFO - Epoch [192][1860/1879] lr: 1.508e-02, eta: 1 day, 5:05:20, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.5543, top5_acc: 0.7742, loss_cls: 1.9588, loss: 1.9588, grad_norm: 3.9403 2021-07-13 11:56:24,622 - mmaction - INFO - Saving checkpoint at 192 epochs 2021-07-13 11:57:21,257 - mmaction - INFO - Epoch [193][20/1879] lr: 1.464e-02, eta: 1 day, 5:05:10, time: 2.747, data_time: 1.730, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7762, loss_cls: 1.9250, loss: 1.9250, grad_norm: 4.0134 2021-07-13 11:57:37,940 - mmaction - INFO - Epoch [193][40/1879] lr: 1.464e-02, eta: 1 day, 5:04:52, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.5586, top5_acc: 0.7668, loss_cls: 1.9406, loss: 1.9406, grad_norm: 4.0689 2021-07-13 11:57:54,569 - mmaction - INFO - Epoch [193][60/1879] lr: 1.464e-02, eta: 1 day, 5:04:33, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7707, loss_cls: 1.8806, loss: 1.8806, grad_norm: 3.8651 2021-07-13 11:58:11,200 - mmaction - INFO - Epoch [193][80/1879] lr: 1.464e-02, eta: 1 day, 5:04:15, time: 0.831, data_time: 0.006, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7926, loss_cls: 1.8685, loss: 1.8685, grad_norm: 3.9822 2021-07-13 11:58:28,134 - mmaction - INFO - Epoch [193][100/1879] lr: 1.464e-02, eta: 1 day, 5:03:57, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5426, top5_acc: 0.7727, loss_cls: 1.9492, loss: 1.9492, grad_norm: 4.0109 2021-07-13 11:58:45,070 - mmaction - INFO - Epoch [193][120/1879] lr: 1.464e-02, eta: 1 day, 5:03:39, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5445, top5_acc: 0.7773, loss_cls: 1.9330, loss: 1.9330, grad_norm: 4.0957 2021-07-13 11:59:01,778 - mmaction - INFO - Epoch [193][140/1879] lr: 1.464e-02, eta: 1 day, 5:03:21, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7758, loss_cls: 1.9210, loss: 1.9210, grad_norm: 4.1063 2021-07-13 11:59:18,819 - mmaction - INFO - Epoch [193][160/1879] lr: 1.464e-02, eta: 1 day, 5:03:03, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5484, top5_acc: 0.7773, loss_cls: 1.9240, loss: 1.9240, grad_norm: 4.0071 2021-07-13 11:59:35,658 - mmaction - INFO - Epoch [193][180/1879] lr: 1.464e-02, eta: 1 day, 5:02:45, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.5402, top5_acc: 0.7625, loss_cls: 1.9585, loss: 1.9585, grad_norm: 4.0148 2021-07-13 11:59:52,555 - mmaction - INFO - Epoch [193][200/1879] lr: 1.464e-02, eta: 1 day, 5:02:27, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5516, top5_acc: 0.7664, loss_cls: 1.9547, loss: 1.9547, grad_norm: 3.9549 2021-07-13 12:00:11,082 - mmaction - INFO - Epoch [193][220/1879] lr: 1.464e-02, eta: 1 day, 5:02:10, time: 0.922, data_time: 0.005, memory: 6454, top1_acc: 0.5484, top5_acc: 0.7691, loss_cls: 1.9558, loss: 1.9558, grad_norm: 4.0066 2021-07-13 12:00:27,879 - mmaction - INFO - Epoch [193][240/1879] lr: 1.464e-02, eta: 1 day, 5:01:53, time: 0.847, data_time: 0.009, memory: 6454, top1_acc: 0.5496, top5_acc: 0.7723, loss_cls: 1.9511, loss: 1.9511, grad_norm: 4.0567 2021-07-13 12:00:44,637 - mmaction - INFO - Epoch [193][260/1879] lr: 1.464e-02, eta: 1 day, 5:01:34, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7543, loss_cls: 2.0377, loss: 2.0377, grad_norm: 4.1273 2021-07-13 12:01:01,675 - mmaction - INFO - Epoch [193][280/1879] lr: 1.464e-02, eta: 1 day, 5:01:16, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7762, loss_cls: 1.9115, loss: 1.9115, grad_norm: 3.9636 2021-07-13 12:01:18,539 - mmaction - INFO - Epoch [193][300/1879] lr: 1.464e-02, eta: 1 day, 5:00:58, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7840, loss_cls: 1.8718, loss: 1.8718, grad_norm: 4.0674 2021-07-13 12:01:35,445 - mmaction - INFO - Epoch [193][320/1879] lr: 1.464e-02, eta: 1 day, 5:00:40, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5437, top5_acc: 0.7551, loss_cls: 2.0206, loss: 2.0206, grad_norm: 4.1556 2021-07-13 12:01:52,460 - mmaction - INFO - Epoch [193][340/1879] lr: 1.464e-02, eta: 1 day, 5:00:23, time: 0.855, data_time: 0.008, memory: 6454, top1_acc: 0.5629, top5_acc: 0.7648, loss_cls: 1.9406, loss: 1.9406, grad_norm: 4.0591 2021-07-13 12:02:09,542 - mmaction - INFO - Epoch [193][360/1879] lr: 1.464e-02, eta: 1 day, 5:00:05, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5402, top5_acc: 0.7613, loss_cls: 1.9897, loss: 1.9897, grad_norm: 4.0900 2021-07-13 12:02:26,404 - mmaction - INFO - Epoch [193][380/1879] lr: 1.464e-02, eta: 1 day, 4:59:47, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5434, top5_acc: 0.7609, loss_cls: 1.9722, loss: 1.9722, grad_norm: 4.0845 2021-07-13 12:02:43,298 - mmaction - INFO - Epoch [193][400/1879] lr: 1.464e-02, eta: 1 day, 4:59:29, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5699, top5_acc: 0.7863, loss_cls: 1.8670, loss: 1.8670, grad_norm: 3.9284 2021-07-13 12:03:00,248 - mmaction - INFO - Epoch [193][420/1879] lr: 1.464e-02, eta: 1 day, 4:59:11, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7820, loss_cls: 1.9011, loss: 1.9011, grad_norm: 4.0575 2021-07-13 12:03:16,984 - mmaction - INFO - Epoch [193][440/1879] lr: 1.464e-02, eta: 1 day, 4:58:53, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.5543, top5_acc: 0.7852, loss_cls: 1.9172, loss: 1.9172, grad_norm: 3.9993 2021-07-13 12:03:33,946 - mmaction - INFO - Epoch [193][460/1879] lr: 1.464e-02, eta: 1 day, 4:58:35, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7668, loss_cls: 1.9426, loss: 1.9426, grad_norm: 4.0344 2021-07-13 12:03:51,016 - mmaction - INFO - Epoch [193][480/1879] lr: 1.464e-02, eta: 1 day, 4:58:17, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7539, loss_cls: 2.0216, loss: 2.0216, grad_norm: 4.1148 2021-07-13 12:04:07,653 - mmaction - INFO - Epoch [193][500/1879] lr: 1.464e-02, eta: 1 day, 4:57:59, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.5508, top5_acc: 0.7609, loss_cls: 1.9740, loss: 1.9740, grad_norm: 4.0117 2021-07-13 12:04:24,496 - mmaction - INFO - Epoch [193][520/1879] lr: 1.464e-02, eta: 1 day, 4:57:41, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5527, top5_acc: 0.7648, loss_cls: 1.9749, loss: 1.9749, grad_norm: 4.0763 2021-07-13 12:04:41,600 - mmaction - INFO - Epoch [193][540/1879] lr: 1.464e-02, eta: 1 day, 4:57:23, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5590, top5_acc: 0.7738, loss_cls: 1.9343, loss: 1.9343, grad_norm: 4.0467 2021-07-13 12:04:58,365 - mmaction - INFO - Epoch [193][560/1879] lr: 1.464e-02, eta: 1 day, 4:57:05, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7754, loss_cls: 1.9265, loss: 1.9265, grad_norm: 4.0016 2021-07-13 12:05:15,436 - mmaction - INFO - Epoch [193][580/1879] lr: 1.464e-02, eta: 1 day, 4:56:47, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7633, loss_cls: 1.9646, loss: 1.9646, grad_norm: 4.0793 2021-07-13 12:05:32,450 - mmaction - INFO - Epoch [193][600/1879] lr: 1.464e-02, eta: 1 day, 4:56:29, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7551, loss_cls: 2.0014, loss: 2.0014, grad_norm: 4.0888 2021-07-13 12:05:49,481 - mmaction - INFO - Epoch [193][620/1879] lr: 1.464e-02, eta: 1 day, 4:56:11, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7703, loss_cls: 1.9999, loss: 1.9999, grad_norm: 4.1308 2021-07-13 12:06:06,617 - mmaction - INFO - Epoch [193][640/1879] lr: 1.464e-02, eta: 1 day, 4:55:53, time: 0.856, data_time: 0.001, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7719, loss_cls: 1.9432, loss: 1.9432, grad_norm: 4.0128 2021-07-13 12:06:23,720 - mmaction - INFO - Epoch [193][660/1879] lr: 1.464e-02, eta: 1 day, 4:55:36, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7820, loss_cls: 1.8912, loss: 1.8912, grad_norm: 3.9101 2021-07-13 12:06:40,557 - mmaction - INFO - Epoch [193][680/1879] lr: 1.464e-02, eta: 1 day, 4:55:17, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7645, loss_cls: 2.0197, loss: 2.0197, grad_norm: 4.1159 2021-07-13 12:06:57,469 - mmaction - INFO - Epoch [193][700/1879] lr: 1.464e-02, eta: 1 day, 4:54:59, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5434, top5_acc: 0.7660, loss_cls: 1.9797, loss: 1.9797, grad_norm: 4.0883 2021-07-13 12:07:14,312 - mmaction - INFO - Epoch [193][720/1879] lr: 1.464e-02, eta: 1 day, 4:54:41, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7723, loss_cls: 1.9255, loss: 1.9255, grad_norm: 4.0240 2021-07-13 12:07:31,110 - mmaction - INFO - Epoch [193][740/1879] lr: 1.464e-02, eta: 1 day, 4:54:23, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7535, loss_cls: 2.0159, loss: 2.0159, grad_norm: 4.0693 2021-07-13 12:07:48,161 - mmaction - INFO - Epoch [193][760/1879] lr: 1.464e-02, eta: 1 day, 4:54:06, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7734, loss_cls: 1.9183, loss: 1.9183, grad_norm: 3.9721 2021-07-13 12:08:05,216 - mmaction - INFO - Epoch [193][780/1879] lr: 1.464e-02, eta: 1 day, 4:53:48, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5531, top5_acc: 0.7848, loss_cls: 1.8839, loss: 1.8839, grad_norm: 4.0239 2021-07-13 12:08:22,136 - mmaction - INFO - Epoch [193][800/1879] lr: 1.464e-02, eta: 1 day, 4:53:30, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.5684, top5_acc: 0.7750, loss_cls: 1.9133, loss: 1.9133, grad_norm: 4.0266 2021-07-13 12:08:39,181 - mmaction - INFO - Epoch [193][820/1879] lr: 1.464e-02, eta: 1 day, 4:53:12, time: 0.850, data_time: 0.007, memory: 6454, top1_acc: 0.5437, top5_acc: 0.7551, loss_cls: 1.9876, loss: 1.9876, grad_norm: 4.1199 2021-07-13 12:08:56,126 - mmaction - INFO - Epoch [193][840/1879] lr: 1.464e-02, eta: 1 day, 4:52:54, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7613, loss_cls: 2.0122, loss: 2.0122, grad_norm: 4.0666 2021-07-13 12:09:13,097 - mmaction - INFO - Epoch [193][860/1879] lr: 1.464e-02, eta: 1 day, 4:52:36, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7758, loss_cls: 1.9344, loss: 1.9344, grad_norm: 4.0145 2021-07-13 12:09:30,092 - mmaction - INFO - Epoch [193][880/1879] lr: 1.464e-02, eta: 1 day, 4:52:18, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7703, loss_cls: 1.9275, loss: 1.9275, grad_norm: 4.0346 2021-07-13 12:09:47,049 - mmaction - INFO - Epoch [193][900/1879] lr: 1.464e-02, eta: 1 day, 4:52:00, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7691, loss_cls: 1.9740, loss: 1.9740, grad_norm: 3.9710 2021-07-13 12:10:03,789 - mmaction - INFO - Epoch [193][920/1879] lr: 1.464e-02, eta: 1 day, 4:51:42, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5516, top5_acc: 0.7598, loss_cls: 1.9840, loss: 1.9840, grad_norm: 4.0077 2021-07-13 12:10:20,508 - mmaction - INFO - Epoch [193][940/1879] lr: 1.464e-02, eta: 1 day, 4:51:24, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.5273, top5_acc: 0.7477, loss_cls: 2.0788, loss: 2.0788, grad_norm: 4.1293 2021-07-13 12:10:37,428 - mmaction - INFO - Epoch [193][960/1879] lr: 1.464e-02, eta: 1 day, 4:51:06, time: 0.847, data_time: 0.007, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7703, loss_cls: 1.9297, loss: 1.9297, grad_norm: 3.9817 2021-07-13 12:10:54,660 - mmaction - INFO - Epoch [193][980/1879] lr: 1.464e-02, eta: 1 day, 4:50:48, time: 0.864, data_time: 0.003, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7699, loss_cls: 1.9835, loss: 1.9835, grad_norm: 4.1801 2021-07-13 12:11:11,521 - mmaction - INFO - Epoch [193][1000/1879] lr: 1.464e-02, eta: 1 day, 4:50:30, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5418, top5_acc: 0.7547, loss_cls: 1.9817, loss: 1.9817, grad_norm: 4.0428 2021-07-13 12:11:28,310 - mmaction - INFO - Epoch [193][1020/1879] lr: 1.464e-02, eta: 1 day, 4:50:12, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5289, top5_acc: 0.7559, loss_cls: 2.0084, loss: 2.0084, grad_norm: 4.0930 2021-07-13 12:11:45,239 - mmaction - INFO - Epoch [193][1040/1879] lr: 1.464e-02, eta: 1 day, 4:49:54, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5551, top5_acc: 0.7773, loss_cls: 1.9363, loss: 1.9363, grad_norm: 4.1344 2021-07-13 12:12:02,018 - mmaction - INFO - Epoch [193][1060/1879] lr: 1.464e-02, eta: 1 day, 4:49:36, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.5437, top5_acc: 0.7699, loss_cls: 1.9682, loss: 1.9682, grad_norm: 4.0799 2021-07-13 12:12:18,974 - mmaction - INFO - Epoch [193][1080/1879] lr: 1.464e-02, eta: 1 day, 4:49:18, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5629, top5_acc: 0.7660, loss_cls: 1.9492, loss: 1.9492, grad_norm: 4.0304 2021-07-13 12:12:35,850 - mmaction - INFO - Epoch [193][1100/1879] lr: 1.464e-02, eta: 1 day, 4:49:00, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7652, loss_cls: 1.9809, loss: 1.9809, grad_norm: 4.0921 2021-07-13 12:12:52,885 - mmaction - INFO - Epoch [193][1120/1879] lr: 1.464e-02, eta: 1 day, 4:48:42, time: 0.850, data_time: 0.007, memory: 6454, top1_acc: 0.5363, top5_acc: 0.7664, loss_cls: 1.9727, loss: 1.9727, grad_norm: 4.1970 2021-07-13 12:13:10,088 - mmaction - INFO - Epoch [193][1140/1879] lr: 1.464e-02, eta: 1 day, 4:48:25, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.5531, top5_acc: 0.7652, loss_cls: 1.9177, loss: 1.9177, grad_norm: 4.0793 2021-07-13 12:13:27,090 - mmaction - INFO - Epoch [193][1160/1879] lr: 1.464e-02, eta: 1 day, 4:48:07, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5426, top5_acc: 0.7684, loss_cls: 1.9733, loss: 1.9733, grad_norm: 4.1193 2021-07-13 12:13:43,949 - mmaction - INFO - Epoch [193][1180/1879] lr: 1.464e-02, eta: 1 day, 4:47:49, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5465, top5_acc: 0.7730, loss_cls: 1.9578, loss: 1.9578, grad_norm: 4.0322 2021-07-13 12:14:00,950 - mmaction - INFO - Epoch [193][1200/1879] lr: 1.464e-02, eta: 1 day, 4:47:31, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7617, loss_cls: 1.9663, loss: 1.9663, grad_norm: 4.0990 2021-07-13 12:14:18,103 - mmaction - INFO - Epoch [193][1220/1879] lr: 1.464e-02, eta: 1 day, 4:47:13, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7641, loss_cls: 1.9717, loss: 1.9717, grad_norm: 4.0131 2021-07-13 12:14:35,065 - mmaction - INFO - Epoch [193][1240/1879] lr: 1.464e-02, eta: 1 day, 4:46:55, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7688, loss_cls: 1.9978, loss: 1.9978, grad_norm: 4.1499 2021-07-13 12:14:52,098 - mmaction - INFO - Epoch [193][1260/1879] lr: 1.464e-02, eta: 1 day, 4:46:37, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5355, top5_acc: 0.7656, loss_cls: 1.9880, loss: 1.9880, grad_norm: 4.1607 2021-07-13 12:15:08,788 - mmaction - INFO - Epoch [193][1280/1879] lr: 1.464e-02, eta: 1 day, 4:46:19, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7555, loss_cls: 1.9717, loss: 1.9717, grad_norm: 4.0628 2021-07-13 12:15:25,668 - mmaction - INFO - Epoch [193][1300/1879] lr: 1.464e-02, eta: 1 day, 4:46:01, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7750, loss_cls: 1.9165, loss: 1.9165, grad_norm: 4.0599 2021-07-13 12:15:42,871 - mmaction - INFO - Epoch [193][1320/1879] lr: 1.464e-02, eta: 1 day, 4:45:44, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5387, top5_acc: 0.7621, loss_cls: 1.9951, loss: 1.9951, grad_norm: 4.0092 2021-07-13 12:15:59,804 - mmaction - INFO - Epoch [193][1340/1879] lr: 1.464e-02, eta: 1 day, 4:45:26, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7750, loss_cls: 1.9822, loss: 1.9822, grad_norm: 4.0502 2021-07-13 12:16:16,559 - mmaction - INFO - Epoch [193][1360/1879] lr: 1.464e-02, eta: 1 day, 4:45:07, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5578, top5_acc: 0.7719, loss_cls: 1.9173, loss: 1.9173, grad_norm: 4.0506 2021-07-13 12:16:33,613 - mmaction - INFO - Epoch [193][1380/1879] lr: 1.464e-02, eta: 1 day, 4:44:50, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7578, loss_cls: 1.9938, loss: 1.9938, grad_norm: 4.1445 2021-07-13 12:16:50,834 - mmaction - INFO - Epoch [193][1400/1879] lr: 1.464e-02, eta: 1 day, 4:44:32, time: 0.864, data_time: 0.005, memory: 6454, top1_acc: 0.5305, top5_acc: 0.7641, loss_cls: 2.0214, loss: 2.0214, grad_norm: 4.2002 2021-07-13 12:17:07,544 - mmaction - INFO - Epoch [193][1420/1879] lr: 1.464e-02, eta: 1 day, 4:44:14, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.5523, top5_acc: 0.7648, loss_cls: 1.9800, loss: 1.9800, grad_norm: 4.0053 2021-07-13 12:17:24,445 - mmaction - INFO - Epoch [193][1440/1879] lr: 1.464e-02, eta: 1 day, 4:43:56, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5523, top5_acc: 0.7664, loss_cls: 1.9582, loss: 1.9582, grad_norm: 3.9428 2021-07-13 12:17:41,160 - mmaction - INFO - Epoch [193][1460/1879] lr: 1.464e-02, eta: 1 day, 4:43:38, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7699, loss_cls: 1.9478, loss: 1.9478, grad_norm: 4.0495 2021-07-13 12:17:58,157 - mmaction - INFO - Epoch [193][1480/1879] lr: 1.464e-02, eta: 1 day, 4:43:20, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.5410, top5_acc: 0.7734, loss_cls: 1.9317, loss: 1.9317, grad_norm: 4.0998 2021-07-13 12:18:15,176 - mmaction - INFO - Epoch [193][1500/1879] lr: 1.464e-02, eta: 1 day, 4:43:02, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7707, loss_cls: 1.9696, loss: 1.9696, grad_norm: 4.1241 2021-07-13 12:18:32,542 - mmaction - INFO - Epoch [193][1520/1879] lr: 1.464e-02, eta: 1 day, 4:42:44, time: 0.866, data_time: 0.005, memory: 6454, top1_acc: 0.5426, top5_acc: 0.7625, loss_cls: 1.9452, loss: 1.9452, grad_norm: 4.0257 2021-07-13 12:18:49,405 - mmaction - INFO - Epoch [193][1540/1879] lr: 1.464e-02, eta: 1 day, 4:42:26, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5301, top5_acc: 0.7609, loss_cls: 2.0024, loss: 2.0024, grad_norm: 4.0870 2021-07-13 12:19:06,339 - mmaction - INFO - Epoch [193][1560/1879] lr: 1.464e-02, eta: 1 day, 4:42:09, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5465, top5_acc: 0.7738, loss_cls: 1.9597, loss: 1.9597, grad_norm: 4.0810 2021-07-13 12:19:23,114 - mmaction - INFO - Epoch [193][1580/1879] lr: 1.464e-02, eta: 1 day, 4:41:50, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7734, loss_cls: 1.9461, loss: 1.9461, grad_norm: 4.1015 2021-07-13 12:19:40,031 - mmaction - INFO - Epoch [193][1600/1879] lr: 1.464e-02, eta: 1 day, 4:41:32, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7855, loss_cls: 1.8910, loss: 1.8910, grad_norm: 4.0578 2021-07-13 12:19:56,917 - mmaction - INFO - Epoch [193][1620/1879] lr: 1.464e-02, eta: 1 day, 4:41:14, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7777, loss_cls: 1.9148, loss: 1.9148, grad_norm: 4.0554 2021-07-13 12:20:14,017 - mmaction - INFO - Epoch [193][1640/1879] lr: 1.464e-02, eta: 1 day, 4:40:57, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7766, loss_cls: 1.9085, loss: 1.9085, grad_norm: 3.9435 2021-07-13 12:20:31,000 - mmaction - INFO - Epoch [193][1660/1879] lr: 1.464e-02, eta: 1 day, 4:40:39, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.5426, top5_acc: 0.7574, loss_cls: 2.0064, loss: 2.0064, grad_norm: 4.0409 2021-07-13 12:20:48,165 - mmaction - INFO - Epoch [193][1680/1879] lr: 1.464e-02, eta: 1 day, 4:40:21, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7781, loss_cls: 1.9201, loss: 1.9201, grad_norm: 3.9792 2021-07-13 12:21:05,213 - mmaction - INFO - Epoch [193][1700/1879] lr: 1.464e-02, eta: 1 day, 4:40:03, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7691, loss_cls: 1.9979, loss: 1.9979, grad_norm: 4.1082 2021-07-13 12:21:22,157 - mmaction - INFO - Epoch [193][1720/1879] lr: 1.464e-02, eta: 1 day, 4:39:45, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7602, loss_cls: 1.9925, loss: 1.9925, grad_norm: 4.0702 2021-07-13 12:21:38,953 - mmaction - INFO - Epoch [193][1740/1879] lr: 1.464e-02, eta: 1 day, 4:39:27, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5516, top5_acc: 0.7566, loss_cls: 1.9771, loss: 1.9771, grad_norm: 4.0154 2021-07-13 12:21:56,279 - mmaction - INFO - Epoch [193][1760/1879] lr: 1.464e-02, eta: 1 day, 4:39:10, time: 0.865, data_time: 0.005, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7750, loss_cls: 1.9121, loss: 1.9121, grad_norm: 3.9682 2021-07-13 12:22:12,996 - mmaction - INFO - Epoch [193][1780/1879] lr: 1.464e-02, eta: 1 day, 4:38:52, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5523, top5_acc: 0.7660, loss_cls: 1.9816, loss: 1.9816, grad_norm: 3.9936 2021-07-13 12:22:30,266 - mmaction - INFO - Epoch [193][1800/1879] lr: 1.464e-02, eta: 1 day, 4:38:34, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.5285, top5_acc: 0.7594, loss_cls: 2.0535, loss: 2.0535, grad_norm: 4.0718 2021-07-13 12:22:47,235 - mmaction - INFO - Epoch [193][1820/1879] lr: 1.464e-02, eta: 1 day, 4:38:16, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7836, loss_cls: 1.8573, loss: 1.8573, grad_norm: 4.0341 2021-07-13 12:23:04,397 - mmaction - INFO - Epoch [193][1840/1879] lr: 1.464e-02, eta: 1 day, 4:37:58, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7742, loss_cls: 1.9259, loss: 1.9259, grad_norm: 4.0714 2021-07-13 12:23:21,175 - mmaction - INFO - Epoch [193][1860/1879] lr: 1.464e-02, eta: 1 day, 4:37:40, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7758, loss_cls: 1.9436, loss: 1.9436, grad_norm: 4.0770 2021-07-13 12:24:37,800 - mmaction - INFO - Epoch [194][20/1879] lr: 1.421e-02, eta: 1 day, 4:37:34, time: 2.952, data_time: 1.958, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7844, loss_cls: 1.8720, loss: 1.8720, grad_norm: 3.9806 2021-07-13 12:24:54,547 - mmaction - INFO - Epoch [194][40/1879] lr: 1.421e-02, eta: 1 day, 4:37:16, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7828, loss_cls: 1.8971, loss: 1.8971, grad_norm: 4.0590 2021-07-13 12:25:11,184 - mmaction - INFO - Epoch [194][60/1879] lr: 1.421e-02, eta: 1 day, 4:36:58, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.5543, top5_acc: 0.7738, loss_cls: 1.9312, loss: 1.9312, grad_norm: 3.9944 2021-07-13 12:25:27,896 - mmaction - INFO - Epoch [194][80/1879] lr: 1.421e-02, eta: 1 day, 4:36:39, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7660, loss_cls: 1.9625, loss: 1.9625, grad_norm: 4.0743 2021-07-13 12:25:44,684 - mmaction - INFO - Epoch [194][100/1879] lr: 1.421e-02, eta: 1 day, 4:36:21, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.5613, top5_acc: 0.7691, loss_cls: 1.8938, loss: 1.8938, grad_norm: 4.0291 2021-07-13 12:26:01,541 - mmaction - INFO - Epoch [194][120/1879] lr: 1.421e-02, eta: 1 day, 4:36:03, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5621, top5_acc: 0.7762, loss_cls: 1.9019, loss: 1.9019, grad_norm: 3.9711 2021-07-13 12:26:18,388 - mmaction - INFO - Epoch [194][140/1879] lr: 1.421e-02, eta: 1 day, 4:35:45, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7598, loss_cls: 2.0030, loss: 2.0030, grad_norm: 4.0887 2021-07-13 12:26:35,446 - mmaction - INFO - Epoch [194][160/1879] lr: 1.421e-02, eta: 1 day, 4:35:27, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.5531, top5_acc: 0.7742, loss_cls: 1.9363, loss: 1.9363, grad_norm: 4.0682 2021-07-13 12:26:52,418 - mmaction - INFO - Epoch [194][180/1879] lr: 1.421e-02, eta: 1 day, 4:35:10, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5367, top5_acc: 0.7688, loss_cls: 2.0095, loss: 2.0095, grad_norm: 4.1903 2021-07-13 12:27:08,961 - mmaction - INFO - Epoch [194][200/1879] lr: 1.421e-02, eta: 1 day, 4:34:51, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7613, loss_cls: 1.9805, loss: 1.9805, grad_norm: 4.0591 2021-07-13 12:27:26,145 - mmaction - INFO - Epoch [194][220/1879] lr: 1.421e-02, eta: 1 day, 4:34:34, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5586, top5_acc: 0.7793, loss_cls: 1.8847, loss: 1.8847, grad_norm: 4.0144 2021-07-13 12:27:42,946 - mmaction - INFO - Epoch [194][240/1879] lr: 1.421e-02, eta: 1 day, 4:34:16, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5551, top5_acc: 0.7828, loss_cls: 1.8950, loss: 1.8950, grad_norm: 4.0997 2021-07-13 12:27:59,904 - mmaction - INFO - Epoch [194][260/1879] lr: 1.421e-02, eta: 1 day, 4:33:58, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7777, loss_cls: 1.9393, loss: 1.9393, grad_norm: 4.1013 2021-07-13 12:28:16,765 - mmaction - INFO - Epoch [194][280/1879] lr: 1.421e-02, eta: 1 day, 4:33:39, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5387, top5_acc: 0.7688, loss_cls: 1.9699, loss: 1.9699, grad_norm: 4.0850 2021-07-13 12:28:33,636 - mmaction - INFO - Epoch [194][300/1879] lr: 1.421e-02, eta: 1 day, 4:33:22, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.5625, top5_acc: 0.7711, loss_cls: 1.9097, loss: 1.9097, grad_norm: 4.0369 2021-07-13 12:28:50,633 - mmaction - INFO - Epoch [194][320/1879] lr: 1.421e-02, eta: 1 day, 4:33:04, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5418, top5_acc: 0.7570, loss_cls: 2.0221, loss: 2.0221, grad_norm: 4.0913 2021-07-13 12:29:07,682 - mmaction - INFO - Epoch [194][340/1879] lr: 1.421e-02, eta: 1 day, 4:32:46, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5621, top5_acc: 0.7727, loss_cls: 1.9106, loss: 1.9106, grad_norm: 3.9752 2021-07-13 12:29:24,377 - mmaction - INFO - Epoch [194][360/1879] lr: 1.421e-02, eta: 1 day, 4:32:28, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7656, loss_cls: 1.9960, loss: 1.9960, grad_norm: 4.0581 2021-07-13 12:29:40,907 - mmaction - INFO - Epoch [194][380/1879] lr: 1.421e-02, eta: 1 day, 4:32:09, time: 0.828, data_time: 0.002, memory: 6454, top1_acc: 0.5582, top5_acc: 0.7805, loss_cls: 1.9104, loss: 1.9104, grad_norm: 4.0483 2021-07-13 12:29:57,908 - mmaction - INFO - Epoch [194][400/1879] lr: 1.421e-02, eta: 1 day, 4:31:51, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5637, top5_acc: 0.7832, loss_cls: 1.8633, loss: 1.8633, grad_norm: 3.9872 2021-07-13 12:30:14,632 - mmaction - INFO - Epoch [194][420/1879] lr: 1.421e-02, eta: 1 day, 4:31:33, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5648, top5_acc: 0.7875, loss_cls: 1.8642, loss: 1.8642, grad_norm: 3.9984 2021-07-13 12:30:31,643 - mmaction - INFO - Epoch [194][440/1879] lr: 1.421e-02, eta: 1 day, 4:31:15, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7625, loss_cls: 1.9536, loss: 1.9536, grad_norm: 4.0725 2021-07-13 12:30:48,606 - mmaction - INFO - Epoch [194][460/1879] lr: 1.421e-02, eta: 1 day, 4:30:57, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7723, loss_cls: 1.9690, loss: 1.9690, grad_norm: 4.1340 2021-07-13 12:31:05,231 - mmaction - INFO - Epoch [194][480/1879] lr: 1.421e-02, eta: 1 day, 4:30:39, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7684, loss_cls: 1.9883, loss: 1.9883, grad_norm: 4.0602 2021-07-13 12:31:21,932 - mmaction - INFO - Epoch [194][500/1879] lr: 1.421e-02, eta: 1 day, 4:30:21, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7773, loss_cls: 1.9478, loss: 1.9478, grad_norm: 4.1077 2021-07-13 12:31:39,233 - mmaction - INFO - Epoch [194][520/1879] lr: 1.421e-02, eta: 1 day, 4:30:03, time: 0.863, data_time: 0.004, memory: 6454, top1_acc: 0.5590, top5_acc: 0.7727, loss_cls: 1.9459, loss: 1.9459, grad_norm: 4.1378 2021-07-13 12:31:55,841 - mmaction - INFO - Epoch [194][540/1879] lr: 1.421e-02, eta: 1 day, 4:29:45, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7766, loss_cls: 1.9177, loss: 1.9177, grad_norm: 3.9925 2021-07-13 12:32:12,886 - mmaction - INFO - Epoch [194][560/1879] lr: 1.421e-02, eta: 1 day, 4:29:27, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7648, loss_cls: 1.9993, loss: 1.9993, grad_norm: 4.1504 2021-07-13 12:32:29,844 - mmaction - INFO - Epoch [194][580/1879] lr: 1.421e-02, eta: 1 day, 4:29:10, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5578, top5_acc: 0.7730, loss_cls: 1.9431, loss: 1.9431, grad_norm: 4.0471 2021-07-13 12:32:46,831 - mmaction - INFO - Epoch [194][600/1879] lr: 1.421e-02, eta: 1 day, 4:28:52, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7766, loss_cls: 1.8843, loss: 1.8843, grad_norm: 3.9909 2021-07-13 12:33:03,668 - mmaction - INFO - Epoch [194][620/1879] lr: 1.421e-02, eta: 1 day, 4:28:34, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7855, loss_cls: 1.8736, loss: 1.8736, grad_norm: 4.1106 2021-07-13 12:33:20,669 - mmaction - INFO - Epoch [194][640/1879] lr: 1.421e-02, eta: 1 day, 4:28:16, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5852, top5_acc: 0.7824, loss_cls: 1.8630, loss: 1.8630, grad_norm: 4.1406 2021-07-13 12:33:37,695 - mmaction - INFO - Epoch [194][660/1879] lr: 1.421e-02, eta: 1 day, 4:27:58, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5676, top5_acc: 0.7891, loss_cls: 1.8682, loss: 1.8682, grad_norm: 4.1157 2021-07-13 12:33:54,761 - mmaction - INFO - Epoch [194][680/1879] lr: 1.421e-02, eta: 1 day, 4:27:40, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5531, top5_acc: 0.7719, loss_cls: 1.9364, loss: 1.9364, grad_norm: 4.1760 2021-07-13 12:34:11,635 - mmaction - INFO - Epoch [194][700/1879] lr: 1.421e-02, eta: 1 day, 4:27:22, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7691, loss_cls: 1.9716, loss: 1.9716, grad_norm: 4.1058 2021-07-13 12:34:28,521 - mmaction - INFO - Epoch [194][720/1879] lr: 1.421e-02, eta: 1 day, 4:27:04, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5527, top5_acc: 0.7664, loss_cls: 1.9535, loss: 1.9535, grad_norm: 4.1617 2021-07-13 12:34:45,282 - mmaction - INFO - Epoch [194][740/1879] lr: 1.421e-02, eta: 1 day, 4:26:46, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.5633, top5_acc: 0.7832, loss_cls: 1.8895, loss: 1.8895, grad_norm: 4.0310 2021-07-13 12:35:02,986 - mmaction - INFO - Epoch [194][760/1879] lr: 1.421e-02, eta: 1 day, 4:26:29, time: 0.883, data_time: 0.001, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7723, loss_cls: 1.9395, loss: 1.9395, grad_norm: 4.2216 2021-07-13 12:35:20,393 - mmaction - INFO - Epoch [194][780/1879] lr: 1.421e-02, eta: 1 day, 4:26:11, time: 0.872, data_time: 0.003, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7742, loss_cls: 1.9215, loss: 1.9215, grad_norm: 4.1070 2021-07-13 12:35:37,003 - mmaction - INFO - Epoch [194][800/1879] lr: 1.421e-02, eta: 1 day, 4:25:53, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7770, loss_cls: 1.9092, loss: 1.9092, grad_norm: 4.0192 2021-07-13 12:35:53,582 - mmaction - INFO - Epoch [194][820/1879] lr: 1.421e-02, eta: 1 day, 4:25:35, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.5469, top5_acc: 0.7828, loss_cls: 1.9168, loss: 1.9168, grad_norm: 4.1264 2021-07-13 12:36:10,303 - mmaction - INFO - Epoch [194][840/1879] lr: 1.421e-02, eta: 1 day, 4:25:17, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7699, loss_cls: 1.9437, loss: 1.9437, grad_norm: 4.0662 2021-07-13 12:36:27,333 - mmaction - INFO - Epoch [194][860/1879] lr: 1.421e-02, eta: 1 day, 4:24:59, time: 0.855, data_time: 0.008, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7539, loss_cls: 2.0684, loss: 2.0684, grad_norm: 4.1417 2021-07-13 12:36:44,233 - mmaction - INFO - Epoch [194][880/1879] lr: 1.421e-02, eta: 1 day, 4:24:41, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5465, top5_acc: 0.7645, loss_cls: 1.9904, loss: 1.9904, grad_norm: 4.0594 2021-07-13 12:37:01,366 - mmaction - INFO - Epoch [194][900/1879] lr: 1.421e-02, eta: 1 day, 4:24:23, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5672, top5_acc: 0.7812, loss_cls: 1.9104, loss: 1.9104, grad_norm: 3.9417 2021-07-13 12:37:18,435 - mmaction - INFO - Epoch [194][920/1879] lr: 1.421e-02, eta: 1 day, 4:24:05, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5414, top5_acc: 0.7789, loss_cls: 1.9529, loss: 1.9529, grad_norm: 4.1128 2021-07-13 12:37:35,590 - mmaction - INFO - Epoch [194][940/1879] lr: 1.421e-02, eta: 1 day, 4:23:48, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7625, loss_cls: 1.9949, loss: 1.9949, grad_norm: 4.0784 2021-07-13 12:37:52,407 - mmaction - INFO - Epoch [194][960/1879] lr: 1.421e-02, eta: 1 day, 4:23:30, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5348, top5_acc: 0.7516, loss_cls: 2.0452, loss: 2.0452, grad_norm: 4.2127 2021-07-13 12:38:09,324 - mmaction - INFO - Epoch [194][980/1879] lr: 1.421e-02, eta: 1 day, 4:23:12, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5383, top5_acc: 0.7703, loss_cls: 1.9530, loss: 1.9530, grad_norm: 4.1032 2021-07-13 12:38:26,116 - mmaction - INFO - Epoch [194][1000/1879] lr: 1.421e-02, eta: 1 day, 4:22:54, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5578, top5_acc: 0.7727, loss_cls: 1.9165, loss: 1.9165, grad_norm: 4.0171 2021-07-13 12:38:42,621 - mmaction - INFO - Epoch [194][1020/1879] lr: 1.421e-02, eta: 1 day, 4:22:35, time: 0.825, data_time: 0.001, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7598, loss_cls: 2.0040, loss: 2.0040, grad_norm: 4.1620 2021-07-13 12:38:59,589 - mmaction - INFO - Epoch [194][1040/1879] lr: 1.421e-02, eta: 1 day, 4:22:17, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5637, top5_acc: 0.7812, loss_cls: 1.9097, loss: 1.9097, grad_norm: 4.1155 2021-07-13 12:39:16,438 - mmaction - INFO - Epoch [194][1060/1879] lr: 1.421e-02, eta: 1 day, 4:21:59, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7648, loss_cls: 1.9507, loss: 1.9507, grad_norm: 4.0510 2021-07-13 12:39:33,059 - mmaction - INFO - Epoch [194][1080/1879] lr: 1.421e-02, eta: 1 day, 4:21:41, time: 0.831, data_time: 0.006, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7816, loss_cls: 1.9029, loss: 1.9029, grad_norm: 4.0089 2021-07-13 12:39:50,211 - mmaction - INFO - Epoch [194][1100/1879] lr: 1.421e-02, eta: 1 day, 4:21:23, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7762, loss_cls: 1.8951, loss: 1.8951, grad_norm: 4.1108 2021-07-13 12:40:07,168 - mmaction - INFO - Epoch [194][1120/1879] lr: 1.421e-02, eta: 1 day, 4:21:06, time: 0.853, data_time: 0.008, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7531, loss_cls: 2.0442, loss: 2.0442, grad_norm: 4.1570 2021-07-13 12:40:24,138 - mmaction - INFO - Epoch [194][1140/1879] lr: 1.421e-02, eta: 1 day, 4:20:48, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5465, top5_acc: 0.7586, loss_cls: 2.0089, loss: 2.0089, grad_norm: 4.1450 2021-07-13 12:40:41,022 - mmaction - INFO - Epoch [194][1160/1879] lr: 1.421e-02, eta: 1 day, 4:20:30, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5355, top5_acc: 0.7738, loss_cls: 1.9737, loss: 1.9737, grad_norm: 4.1389 2021-07-13 12:40:57,891 - mmaction - INFO - Epoch [194][1180/1879] lr: 1.421e-02, eta: 1 day, 4:20:12, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7852, loss_cls: 1.8953, loss: 1.8953, grad_norm: 4.1133 2021-07-13 12:41:14,858 - mmaction - INFO - Epoch [194][1200/1879] lr: 1.421e-02, eta: 1 day, 4:19:54, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7754, loss_cls: 1.9299, loss: 1.9299, grad_norm: 4.0534 2021-07-13 12:41:31,911 - mmaction - INFO - Epoch [194][1220/1879] lr: 1.421e-02, eta: 1 day, 4:19:36, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5422, top5_acc: 0.7746, loss_cls: 1.9279, loss: 1.9279, grad_norm: 4.0639 2021-07-13 12:41:48,685 - mmaction - INFO - Epoch [194][1240/1879] lr: 1.421e-02, eta: 1 day, 4:19:18, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7723, loss_cls: 1.9226, loss: 1.9226, grad_norm: 4.0428 2021-07-13 12:42:05,738 - mmaction - INFO - Epoch [194][1260/1879] lr: 1.421e-02, eta: 1 day, 4:19:00, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.5426, top5_acc: 0.7688, loss_cls: 1.9473, loss: 1.9473, grad_norm: 4.1353 2021-07-13 12:42:22,708 - mmaction - INFO - Epoch [194][1280/1879] lr: 1.421e-02, eta: 1 day, 4:18:42, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7574, loss_cls: 2.0366, loss: 2.0366, grad_norm: 4.1185 2021-07-13 12:42:39,816 - mmaction - INFO - Epoch [194][1300/1879] lr: 1.421e-02, eta: 1 day, 4:18:24, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7645, loss_cls: 1.9634, loss: 1.9634, grad_norm: 4.1183 2021-07-13 12:42:56,425 - mmaction - INFO - Epoch [194][1320/1879] lr: 1.421e-02, eta: 1 day, 4:18:06, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7793, loss_cls: 1.8851, loss: 1.8851, grad_norm: 4.0248 2021-07-13 12:43:13,294 - mmaction - INFO - Epoch [194][1340/1879] lr: 1.421e-02, eta: 1 day, 4:17:48, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5277, top5_acc: 0.7629, loss_cls: 2.0020, loss: 2.0020, grad_norm: 4.1074 2021-07-13 12:43:30,011 - mmaction - INFO - Epoch [194][1360/1879] lr: 1.421e-02, eta: 1 day, 4:17:30, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7730, loss_cls: 1.9697, loss: 1.9697, grad_norm: 4.1095 2021-07-13 12:43:47,009 - mmaction - INFO - Epoch [194][1380/1879] lr: 1.421e-02, eta: 1 day, 4:17:12, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5551, top5_acc: 0.7668, loss_cls: 1.9091, loss: 1.9091, grad_norm: 4.0555 2021-07-13 12:44:04,122 - mmaction - INFO - Epoch [194][1400/1879] lr: 1.421e-02, eta: 1 day, 4:16:54, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7535, loss_cls: 2.0099, loss: 2.0099, grad_norm: 4.1189 2021-07-13 12:44:21,149 - mmaction - INFO - Epoch [194][1420/1879] lr: 1.421e-02, eta: 1 day, 4:16:37, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7652, loss_cls: 1.9252, loss: 1.9252, grad_norm: 4.0037 2021-07-13 12:44:38,250 - mmaction - INFO - Epoch [194][1440/1879] lr: 1.421e-02, eta: 1 day, 4:16:19, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5535, top5_acc: 0.7840, loss_cls: 1.9179, loss: 1.9179, grad_norm: 3.9728 2021-07-13 12:44:55,129 - mmaction - INFO - Epoch [194][1460/1879] lr: 1.421e-02, eta: 1 day, 4:16:01, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7754, loss_cls: 1.9486, loss: 1.9486, grad_norm: 4.0291 2021-07-13 12:45:12,297 - mmaction - INFO - Epoch [194][1480/1879] lr: 1.421e-02, eta: 1 day, 4:15:43, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7762, loss_cls: 1.9897, loss: 1.9897, grad_norm: 4.1563 2021-07-13 12:45:29,125 - mmaction - INFO - Epoch [194][1500/1879] lr: 1.421e-02, eta: 1 day, 4:15:25, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7617, loss_cls: 1.9604, loss: 1.9604, grad_norm: 4.0505 2021-07-13 12:45:46,083 - mmaction - INFO - Epoch [194][1520/1879] lr: 1.421e-02, eta: 1 day, 4:15:07, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5516, top5_acc: 0.7797, loss_cls: 1.9262, loss: 1.9262, grad_norm: 4.1475 2021-07-13 12:46:03,298 - mmaction - INFO - Epoch [194][1540/1879] lr: 1.421e-02, eta: 1 day, 4:14:50, time: 0.861, data_time: 0.001, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7637, loss_cls: 2.0172, loss: 2.0172, grad_norm: 4.1881 2021-07-13 12:46:20,376 - mmaction - INFO - Epoch [194][1560/1879] lr: 1.421e-02, eta: 1 day, 4:14:32, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7652, loss_cls: 2.0007, loss: 2.0007, grad_norm: 4.0765 2021-07-13 12:46:37,124 - mmaction - INFO - Epoch [194][1580/1879] lr: 1.421e-02, eta: 1 day, 4:14:14, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7695, loss_cls: 1.9362, loss: 1.9362, grad_norm: 4.0189 2021-07-13 12:46:54,123 - mmaction - INFO - Epoch [194][1600/1879] lr: 1.421e-02, eta: 1 day, 4:13:56, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5672, top5_acc: 0.7832, loss_cls: 1.9132, loss: 1.9132, grad_norm: 4.1196 2021-07-13 12:47:10,887 - mmaction - INFO - Epoch [194][1620/1879] lr: 1.421e-02, eta: 1 day, 4:13:38, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7586, loss_cls: 2.0001, loss: 2.0001, grad_norm: 4.1044 2021-07-13 12:47:28,015 - mmaction - INFO - Epoch [194][1640/1879] lr: 1.421e-02, eta: 1 day, 4:13:20, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7559, loss_cls: 1.9816, loss: 1.9816, grad_norm: 4.1598 2021-07-13 12:47:45,104 - mmaction - INFO - Epoch [194][1660/1879] lr: 1.421e-02, eta: 1 day, 4:13:02, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5617, top5_acc: 0.7824, loss_cls: 1.9131, loss: 1.9131, grad_norm: 4.0956 2021-07-13 12:48:02,411 - mmaction - INFO - Epoch [194][1680/1879] lr: 1.421e-02, eta: 1 day, 4:12:45, time: 0.865, data_time: 0.006, memory: 6454, top1_acc: 0.5586, top5_acc: 0.7863, loss_cls: 1.9059, loss: 1.9059, grad_norm: 4.0716 2021-07-13 12:48:19,391 - mmaction - INFO - Epoch [194][1700/1879] lr: 1.421e-02, eta: 1 day, 4:12:27, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7660, loss_cls: 1.9644, loss: 1.9644, grad_norm: 4.1099 2021-07-13 12:48:36,454 - mmaction - INFO - Epoch [194][1720/1879] lr: 1.421e-02, eta: 1 day, 4:12:09, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7859, loss_cls: 1.8956, loss: 1.8956, grad_norm: 4.0968 2021-07-13 12:48:53,627 - mmaction - INFO - Epoch [194][1740/1879] lr: 1.421e-02, eta: 1 day, 4:11:52, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7699, loss_cls: 1.9423, loss: 1.9423, grad_norm: 4.0598 2021-07-13 12:49:10,464 - mmaction - INFO - Epoch [194][1760/1879] lr: 1.421e-02, eta: 1 day, 4:11:34, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5312, top5_acc: 0.7500, loss_cls: 2.0320, loss: 2.0320, grad_norm: 4.1662 2021-07-13 12:49:27,413 - mmaction - INFO - Epoch [194][1780/1879] lr: 1.421e-02, eta: 1 day, 4:11:16, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7582, loss_cls: 1.9981, loss: 1.9981, grad_norm: 4.0745 2021-07-13 12:49:44,505 - mmaction - INFO - Epoch [194][1800/1879] lr: 1.421e-02, eta: 1 day, 4:10:58, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7688, loss_cls: 1.9654, loss: 1.9654, grad_norm: 4.0557 2021-07-13 12:50:01,509 - mmaction - INFO - Epoch [194][1820/1879] lr: 1.421e-02, eta: 1 day, 4:10:40, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5531, top5_acc: 0.7664, loss_cls: 1.9649, loss: 1.9649, grad_norm: 4.0690 2021-07-13 12:50:18,452 - mmaction - INFO - Epoch [194][1840/1879] lr: 1.421e-02, eta: 1 day, 4:10:22, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5465, top5_acc: 0.7637, loss_cls: 1.9746, loss: 1.9746, grad_norm: 4.0195 2021-07-13 12:50:35,606 - mmaction - INFO - Epoch [194][1860/1879] lr: 1.421e-02, eta: 1 day, 4:10:05, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7770, loss_cls: 1.9109, loss: 1.9109, grad_norm: 3.9625 2021-07-13 12:51:48,408 - mmaction - INFO - Epoch [195][20/1879] lr: 1.379e-02, eta: 1 day, 4:09:55, time: 2.828, data_time: 1.873, memory: 6454, top1_acc: 0.5621, top5_acc: 0.7738, loss_cls: 1.9176, loss: 1.9176, grad_norm: 4.0298 2021-07-13 12:52:04,986 - mmaction - INFO - Epoch [195][40/1879] lr: 1.379e-02, eta: 1 day, 4:09:37, time: 0.830, data_time: 0.006, memory: 6454, top1_acc: 0.5613, top5_acc: 0.7840, loss_cls: 1.9087, loss: 1.9087, grad_norm: 4.0739 2021-07-13 12:52:21,719 - mmaction - INFO - Epoch [195][60/1879] lr: 1.379e-02, eta: 1 day, 4:09:18, time: 0.837, data_time: 0.007, memory: 6454, top1_acc: 0.5523, top5_acc: 0.7727, loss_cls: 1.9377, loss: 1.9377, grad_norm: 4.0837 2021-07-13 12:52:38,641 - mmaction - INFO - Epoch [195][80/1879] lr: 1.379e-02, eta: 1 day, 4:09:00, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7852, loss_cls: 1.9107, loss: 1.9107, grad_norm: 3.9268 2021-07-13 12:52:55,382 - mmaction - INFO - Epoch [195][100/1879] lr: 1.379e-02, eta: 1 day, 4:08:42, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.5445, top5_acc: 0.7781, loss_cls: 1.9333, loss: 1.9333, grad_norm: 4.1536 2021-07-13 12:53:12,390 - mmaction - INFO - Epoch [195][120/1879] lr: 1.379e-02, eta: 1 day, 4:08:24, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7742, loss_cls: 1.9125, loss: 1.9125, grad_norm: 4.0141 2021-07-13 12:53:29,355 - mmaction - INFO - Epoch [195][140/1879] lr: 1.379e-02, eta: 1 day, 4:08:07, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5445, top5_acc: 0.7480, loss_cls: 2.0032, loss: 2.0032, grad_norm: 4.0277 2021-07-13 12:53:46,016 - mmaction - INFO - Epoch [195][160/1879] lr: 1.379e-02, eta: 1 day, 4:07:48, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7812, loss_cls: 1.9194, loss: 1.9194, grad_norm: 4.0237 2021-07-13 12:54:03,060 - mmaction - INFO - Epoch [195][180/1879] lr: 1.379e-02, eta: 1 day, 4:07:31, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5742, top5_acc: 0.7816, loss_cls: 1.8615, loss: 1.8615, grad_norm: 3.9998 2021-07-13 12:54:19,637 - mmaction - INFO - Epoch [195][200/1879] lr: 1.379e-02, eta: 1 day, 4:07:12, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7684, loss_cls: 1.9350, loss: 1.9350, grad_norm: 4.0782 2021-07-13 12:54:36,633 - mmaction - INFO - Epoch [195][220/1879] lr: 1.379e-02, eta: 1 day, 4:06:54, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7816, loss_cls: 1.8534, loss: 1.8534, grad_norm: 4.0338 2021-07-13 12:54:53,871 - mmaction - INFO - Epoch [195][240/1879] lr: 1.379e-02, eta: 1 day, 4:06:37, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7582, loss_cls: 2.0331, loss: 2.0331, grad_norm: 4.1772 2021-07-13 12:55:10,918 - mmaction - INFO - Epoch [195][260/1879] lr: 1.379e-02, eta: 1 day, 4:06:19, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5465, top5_acc: 0.7789, loss_cls: 1.9303, loss: 1.9303, grad_norm: 4.0649 2021-07-13 12:55:28,146 - mmaction - INFO - Epoch [195][280/1879] lr: 1.379e-02, eta: 1 day, 4:06:01, time: 0.861, data_time: 0.002, memory: 6454, top1_acc: 0.5402, top5_acc: 0.7703, loss_cls: 1.9641, loss: 1.9641, grad_norm: 4.0923 2021-07-13 12:55:45,084 - mmaction - INFO - Epoch [195][300/1879] lr: 1.379e-02, eta: 1 day, 4:05:44, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7688, loss_cls: 1.9522, loss: 1.9522, grad_norm: 4.0671 2021-07-13 12:56:02,252 - mmaction - INFO - Epoch [195][320/1879] lr: 1.379e-02, eta: 1 day, 4:05:26, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7777, loss_cls: 1.9586, loss: 1.9586, grad_norm: 4.1679 2021-07-13 12:56:19,316 - mmaction - INFO - Epoch [195][340/1879] lr: 1.379e-02, eta: 1 day, 4:05:08, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7828, loss_cls: 1.8998, loss: 1.8998, grad_norm: 4.0855 2021-07-13 12:56:36,044 - mmaction - INFO - Epoch [195][360/1879] lr: 1.379e-02, eta: 1 day, 4:04:50, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7949, loss_cls: 1.8102, loss: 1.8102, grad_norm: 4.0446 2021-07-13 12:56:53,018 - mmaction - INFO - Epoch [195][380/1879] lr: 1.379e-02, eta: 1 day, 4:04:32, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7758, loss_cls: 1.8767, loss: 1.8767, grad_norm: 4.1025 2021-07-13 12:57:09,613 - mmaction - INFO - Epoch [195][400/1879] lr: 1.379e-02, eta: 1 day, 4:04:14, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.5687, top5_acc: 0.7934, loss_cls: 1.8502, loss: 1.8502, grad_norm: 4.0862 2021-07-13 12:57:26,313 - mmaction - INFO - Epoch [195][420/1879] lr: 1.379e-02, eta: 1 day, 4:03:56, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7809, loss_cls: 1.9178, loss: 1.9178, grad_norm: 4.2354 2021-07-13 12:57:42,977 - mmaction - INFO - Epoch [195][440/1879] lr: 1.379e-02, eta: 1 day, 4:03:37, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.5613, top5_acc: 0.7781, loss_cls: 1.8635, loss: 1.8635, grad_norm: 4.0862 2021-07-13 12:58:00,133 - mmaction - INFO - Epoch [195][460/1879] lr: 1.379e-02, eta: 1 day, 4:03:20, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7656, loss_cls: 1.9716, loss: 1.9716, grad_norm: 4.1259 2021-07-13 12:58:16,925 - mmaction - INFO - Epoch [195][480/1879] lr: 1.379e-02, eta: 1 day, 4:03:02, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5426, top5_acc: 0.7738, loss_cls: 1.9530, loss: 1.9530, grad_norm: 4.1399 2021-07-13 12:58:33,799 - mmaction - INFO - Epoch [195][500/1879] lr: 1.379e-02, eta: 1 day, 4:02:44, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5449, top5_acc: 0.7672, loss_cls: 1.9596, loss: 1.9596, grad_norm: 4.1719 2021-07-13 12:58:50,770 - mmaction - INFO - Epoch [195][520/1879] lr: 1.379e-02, eta: 1 day, 4:02:26, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5418, top5_acc: 0.7652, loss_cls: 1.9641, loss: 1.9641, grad_norm: 4.0917 2021-07-13 12:59:07,497 - mmaction - INFO - Epoch [195][540/1879] lr: 1.379e-02, eta: 1 day, 4:02:08, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5637, top5_acc: 0.7766, loss_cls: 1.8837, loss: 1.8837, grad_norm: 4.1127 2021-07-13 12:59:24,521 - mmaction - INFO - Epoch [195][560/1879] lr: 1.379e-02, eta: 1 day, 4:01:50, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5402, top5_acc: 0.7754, loss_cls: 1.9496, loss: 1.9496, grad_norm: 4.0836 2021-07-13 12:59:41,666 - mmaction - INFO - Epoch [195][580/1879] lr: 1.379e-02, eta: 1 day, 4:01:32, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5469, top5_acc: 0.7652, loss_cls: 1.9490, loss: 1.9490, grad_norm: 4.0725 2021-07-13 12:59:58,670 - mmaction - INFO - Epoch [195][600/1879] lr: 1.379e-02, eta: 1 day, 4:01:14, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5586, top5_acc: 0.7789, loss_cls: 1.9029, loss: 1.9029, grad_norm: 4.1134 2021-07-13 13:00:15,445 - mmaction - INFO - Epoch [195][620/1879] lr: 1.379e-02, eta: 1 day, 4:00:56, time: 0.839, data_time: 0.007, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7570, loss_cls: 1.9974, loss: 1.9974, grad_norm: 4.1480 2021-07-13 13:00:32,361 - mmaction - INFO - Epoch [195][640/1879] lr: 1.379e-02, eta: 1 day, 4:00:38, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5445, top5_acc: 0.7754, loss_cls: 1.9468, loss: 1.9468, grad_norm: 4.2650 2021-07-13 13:00:49,359 - mmaction - INFO - Epoch [195][660/1879] lr: 1.379e-02, eta: 1 day, 4:00:21, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5582, top5_acc: 0.7723, loss_cls: 1.9302, loss: 1.9302, grad_norm: 4.1654 2021-07-13 13:01:06,177 - mmaction - INFO - Epoch [195][680/1879] lr: 1.379e-02, eta: 1 day, 4:00:03, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7680, loss_cls: 1.9619, loss: 1.9619, grad_norm: 4.1231 2021-07-13 13:01:23,169 - mmaction - INFO - Epoch [195][700/1879] lr: 1.379e-02, eta: 1 day, 3:59:45, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7637, loss_cls: 1.9850, loss: 1.9850, grad_norm: 4.1356 2021-07-13 13:01:39,681 - mmaction - INFO - Epoch [195][720/1879] lr: 1.379e-02, eta: 1 day, 3:59:26, time: 0.827, data_time: 0.003, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7613, loss_cls: 1.9528, loss: 1.9528, grad_norm: 4.0820 2021-07-13 13:01:57,020 - mmaction - INFO - Epoch [195][740/1879] lr: 1.379e-02, eta: 1 day, 3:59:09, time: 0.865, data_time: 0.004, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7680, loss_cls: 1.9689, loss: 1.9689, grad_norm: 4.0661 2021-07-13 13:02:14,063 - mmaction - INFO - Epoch [195][760/1879] lr: 1.379e-02, eta: 1 day, 3:58:51, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5465, top5_acc: 0.7699, loss_cls: 1.9485, loss: 1.9485, grad_norm: 4.1653 2021-07-13 13:02:30,800 - mmaction - INFO - Epoch [195][780/1879] lr: 1.379e-02, eta: 1 day, 3:58:33, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.5617, top5_acc: 0.7742, loss_cls: 1.8946, loss: 1.8946, grad_norm: 4.0462 2021-07-13 13:02:47,838 - mmaction - INFO - Epoch [195][800/1879] lr: 1.379e-02, eta: 1 day, 3:58:15, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.5641, top5_acc: 0.7762, loss_cls: 1.9281, loss: 1.9281, grad_norm: 4.0844 2021-07-13 13:03:04,657 - mmaction - INFO - Epoch [195][820/1879] lr: 1.379e-02, eta: 1 day, 3:57:57, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7773, loss_cls: 1.8678, loss: 1.8678, grad_norm: 4.0914 2021-07-13 13:03:21,615 - mmaction - INFO - Epoch [195][840/1879] lr: 1.379e-02, eta: 1 day, 3:57:39, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7668, loss_cls: 1.9341, loss: 1.9341, grad_norm: 4.1198 2021-07-13 13:03:38,636 - mmaction - INFO - Epoch [195][860/1879] lr: 1.379e-02, eta: 1 day, 3:57:21, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7828, loss_cls: 1.9161, loss: 1.9161, grad_norm: 4.0754 2021-07-13 13:03:55,487 - mmaction - INFO - Epoch [195][880/1879] lr: 1.379e-02, eta: 1 day, 3:57:03, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7680, loss_cls: 1.9510, loss: 1.9510, grad_norm: 4.1622 2021-07-13 13:04:12,479 - mmaction - INFO - Epoch [195][900/1879] lr: 1.379e-02, eta: 1 day, 3:56:46, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5461, top5_acc: 0.7543, loss_cls: 2.0074, loss: 2.0074, grad_norm: 4.0889 2021-07-13 13:04:29,430 - mmaction - INFO - Epoch [195][920/1879] lr: 1.379e-02, eta: 1 day, 3:56:28, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5617, top5_acc: 0.7672, loss_cls: 1.9282, loss: 1.9282, grad_norm: 4.0643 2021-07-13 13:04:46,428 - mmaction - INFO - Epoch [195][940/1879] lr: 1.379e-02, eta: 1 day, 3:56:10, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5539, top5_acc: 0.7699, loss_cls: 1.9314, loss: 1.9314, grad_norm: 4.1391 2021-07-13 13:05:03,415 - mmaction - INFO - Epoch [195][960/1879] lr: 1.379e-02, eta: 1 day, 3:55:52, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7707, loss_cls: 1.9757, loss: 1.9757, grad_norm: 4.1945 2021-07-13 13:05:20,493 - mmaction - INFO - Epoch [195][980/1879] lr: 1.379e-02, eta: 1 day, 3:55:34, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7652, loss_cls: 1.9793, loss: 1.9793, grad_norm: 4.0823 2021-07-13 13:05:37,915 - mmaction - INFO - Epoch [195][1000/1879] lr: 1.379e-02, eta: 1 day, 3:55:17, time: 0.873, data_time: 0.005, memory: 6454, top1_acc: 0.5551, top5_acc: 0.7750, loss_cls: 1.9002, loss: 1.9002, grad_norm: 4.0258 2021-07-13 13:05:54,900 - mmaction - INFO - Epoch [195][1020/1879] lr: 1.379e-02, eta: 1 day, 3:54:59, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5699, top5_acc: 0.7777, loss_cls: 1.8721, loss: 1.8721, grad_norm: 4.0595 2021-07-13 13:06:11,407 - mmaction - INFO - Epoch [195][1040/1879] lr: 1.379e-02, eta: 1 day, 3:54:41, time: 0.828, data_time: 0.006, memory: 6454, top1_acc: 0.5496, top5_acc: 0.7699, loss_cls: 1.9502, loss: 1.9502, grad_norm: 4.0530 2021-07-13 13:06:28,426 - mmaction - INFO - Epoch [195][1060/1879] lr: 1.379e-02, eta: 1 day, 3:54:23, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.5691, top5_acc: 0.7730, loss_cls: 1.8688, loss: 1.8688, grad_norm: 4.0290 2021-07-13 13:06:44,997 - mmaction - INFO - Epoch [195][1080/1879] lr: 1.379e-02, eta: 1 day, 3:54:05, time: 0.827, data_time: 0.004, memory: 6454, top1_acc: 0.5535, top5_acc: 0.7836, loss_cls: 1.8970, loss: 1.8970, grad_norm: 4.1422 2021-07-13 13:07:02,009 - mmaction - INFO - Epoch [195][1100/1879] lr: 1.379e-02, eta: 1 day, 3:53:47, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5301, top5_acc: 0.7688, loss_cls: 1.9705, loss: 1.9705, grad_norm: 4.1737 2021-07-13 13:07:19,079 - mmaction - INFO - Epoch [195][1120/1879] lr: 1.379e-02, eta: 1 day, 3:53:29, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5687, top5_acc: 0.7668, loss_cls: 1.9125, loss: 1.9125, grad_norm: 4.1688 2021-07-13 13:07:36,083 - mmaction - INFO - Epoch [195][1140/1879] lr: 1.379e-02, eta: 1 day, 3:53:11, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5543, top5_acc: 0.7668, loss_cls: 1.9553, loss: 1.9553, grad_norm: 4.1668 2021-07-13 13:07:53,093 - mmaction - INFO - Epoch [195][1160/1879] lr: 1.379e-02, eta: 1 day, 3:52:53, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5449, top5_acc: 0.7617, loss_cls: 1.9621, loss: 1.9621, grad_norm: 4.0855 2021-07-13 13:08:09,771 - mmaction - INFO - Epoch [195][1180/1879] lr: 1.379e-02, eta: 1 day, 3:52:35, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7676, loss_cls: 1.9488, loss: 1.9488, grad_norm: 4.1494 2021-07-13 13:08:26,832 - mmaction - INFO - Epoch [195][1200/1879] lr: 1.379e-02, eta: 1 day, 3:52:17, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7656, loss_cls: 1.9864, loss: 1.9864, grad_norm: 4.2201 2021-07-13 13:08:43,675 - mmaction - INFO - Epoch [195][1220/1879] lr: 1.379e-02, eta: 1 day, 3:51:59, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7625, loss_cls: 1.9695, loss: 1.9695, grad_norm: 4.1624 2021-07-13 13:09:00,223 - mmaction - INFO - Epoch [195][1240/1879] lr: 1.379e-02, eta: 1 day, 3:51:41, time: 0.826, data_time: 0.007, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7613, loss_cls: 1.9839, loss: 1.9839, grad_norm: 4.1291 2021-07-13 13:09:17,191 - mmaction - INFO - Epoch [195][1260/1879] lr: 1.379e-02, eta: 1 day, 3:51:23, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7633, loss_cls: 1.9682, loss: 1.9682, grad_norm: 4.1237 2021-07-13 13:09:34,245 - mmaction - INFO - Epoch [195][1280/1879] lr: 1.379e-02, eta: 1 day, 3:51:06, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5609, top5_acc: 0.7703, loss_cls: 1.9214, loss: 1.9214, grad_norm: 4.0814 2021-07-13 13:09:51,139 - mmaction - INFO - Epoch [195][1300/1879] lr: 1.379e-02, eta: 1 day, 3:50:48, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7699, loss_cls: 1.9440, loss: 1.9440, grad_norm: 4.2433 2021-07-13 13:10:08,146 - mmaction - INFO - Epoch [195][1320/1879] lr: 1.379e-02, eta: 1 day, 3:50:30, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5352, top5_acc: 0.7773, loss_cls: 1.9612, loss: 1.9612, grad_norm: 4.1521 2021-07-13 13:10:24,788 - mmaction - INFO - Epoch [195][1340/1879] lr: 1.379e-02, eta: 1 day, 3:50:12, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.5613, top5_acc: 0.7793, loss_cls: 1.9045, loss: 1.9045, grad_norm: 4.1668 2021-07-13 13:10:41,879 - mmaction - INFO - Epoch [195][1360/1879] lr: 1.379e-02, eta: 1 day, 3:49:54, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7715, loss_cls: 1.9235, loss: 1.9235, grad_norm: 4.1040 2021-07-13 13:10:58,605 - mmaction - INFO - Epoch [195][1380/1879] lr: 1.379e-02, eta: 1 day, 3:49:36, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7707, loss_cls: 1.9087, loss: 1.9087, grad_norm: 4.0914 2021-07-13 13:11:15,714 - mmaction - INFO - Epoch [195][1400/1879] lr: 1.379e-02, eta: 1 day, 3:49:18, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7715, loss_cls: 1.9345, loss: 1.9345, grad_norm: 4.0837 2021-07-13 13:11:32,743 - mmaction - INFO - Epoch [195][1420/1879] lr: 1.379e-02, eta: 1 day, 3:49:00, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7711, loss_cls: 1.9388, loss: 1.9388, grad_norm: 4.2021 2021-07-13 13:11:49,751 - mmaction - INFO - Epoch [195][1440/1879] lr: 1.379e-02, eta: 1 day, 3:48:42, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5676, top5_acc: 0.7766, loss_cls: 1.8874, loss: 1.8874, grad_norm: 4.1364 2021-07-13 13:12:06,718 - mmaction - INFO - Epoch [195][1460/1879] lr: 1.379e-02, eta: 1 day, 3:48:25, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5410, top5_acc: 0.7738, loss_cls: 1.9751, loss: 1.9751, grad_norm: 4.1827 2021-07-13 13:12:23,845 - mmaction - INFO - Epoch [195][1480/1879] lr: 1.379e-02, eta: 1 day, 3:48:07, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.5496, top5_acc: 0.7727, loss_cls: 1.9347, loss: 1.9347, grad_norm: 4.1136 2021-07-13 13:12:40,760 - mmaction - INFO - Epoch [195][1500/1879] lr: 1.379e-02, eta: 1 day, 3:47:49, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7668, loss_cls: 1.9827, loss: 1.9827, grad_norm: 4.1356 2021-07-13 13:12:57,803 - mmaction - INFO - Epoch [195][1520/1879] lr: 1.379e-02, eta: 1 day, 3:47:31, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5414, top5_acc: 0.7789, loss_cls: 1.9552, loss: 1.9552, grad_norm: 4.1528 2021-07-13 13:13:14,504 - mmaction - INFO - Epoch [195][1540/1879] lr: 1.379e-02, eta: 1 day, 3:47:13, time: 0.836, data_time: 0.006, memory: 6454, top1_acc: 0.5691, top5_acc: 0.7805, loss_cls: 1.8938, loss: 1.8938, grad_norm: 4.0454 2021-07-13 13:13:31,350 - mmaction - INFO - Epoch [195][1560/1879] lr: 1.379e-02, eta: 1 day, 3:46:55, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7758, loss_cls: 1.9247, loss: 1.9247, grad_norm: 4.1228 2021-07-13 13:13:48,636 - mmaction - INFO - Epoch [195][1580/1879] lr: 1.379e-02, eta: 1 day, 3:46:38, time: 0.864, data_time: 0.001, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7609, loss_cls: 1.9816, loss: 1.9816, grad_norm: 4.1895 2021-07-13 13:14:05,806 - mmaction - INFO - Epoch [195][1600/1879] lr: 1.379e-02, eta: 1 day, 3:46:20, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5496, top5_acc: 0.7715, loss_cls: 1.9182, loss: 1.9182, grad_norm: 4.0577 2021-07-13 13:14:22,371 - mmaction - INFO - Epoch [195][1620/1879] lr: 1.379e-02, eta: 1 day, 3:46:02, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7699, loss_cls: 1.9399, loss: 1.9399, grad_norm: 4.0748 2021-07-13 13:14:39,296 - mmaction - INFO - Epoch [195][1640/1879] lr: 1.379e-02, eta: 1 day, 3:45:44, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5652, top5_acc: 0.7805, loss_cls: 1.9089, loss: 1.9089, grad_norm: 4.1113 2021-07-13 13:14:56,154 - mmaction - INFO - Epoch [195][1660/1879] lr: 1.379e-02, eta: 1 day, 3:45:26, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5551, top5_acc: 0.7781, loss_cls: 1.9171, loss: 1.9171, grad_norm: 4.0587 2021-07-13 13:15:13,249 - mmaction - INFO - Epoch [195][1680/1879] lr: 1.379e-02, eta: 1 day, 3:45:08, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7781, loss_cls: 1.8959, loss: 1.8959, grad_norm: 4.1199 2021-07-13 13:15:30,180 - mmaction - INFO - Epoch [195][1700/1879] lr: 1.379e-02, eta: 1 day, 3:44:50, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7668, loss_cls: 1.9645, loss: 1.9645, grad_norm: 4.1490 2021-07-13 13:15:47,112 - mmaction - INFO - Epoch [195][1720/1879] lr: 1.379e-02, eta: 1 day, 3:44:32, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7863, loss_cls: 1.8875, loss: 1.8875, grad_norm: 4.1071 2021-07-13 13:16:04,083 - mmaction - INFO - Epoch [195][1740/1879] lr: 1.379e-02, eta: 1 day, 3:44:14, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5508, top5_acc: 0.7652, loss_cls: 1.9681, loss: 1.9681, grad_norm: 4.1594 2021-07-13 13:16:21,283 - mmaction - INFO - Epoch [195][1760/1879] lr: 1.379e-02, eta: 1 day, 3:43:57, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.5426, top5_acc: 0.7824, loss_cls: 1.9063, loss: 1.9063, grad_norm: 4.0500 2021-07-13 13:16:38,016 - mmaction - INFO - Epoch [195][1780/1879] lr: 1.379e-02, eta: 1 day, 3:43:39, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7688, loss_cls: 1.9631, loss: 1.9631, grad_norm: 4.1747 2021-07-13 13:16:54,966 - mmaction - INFO - Epoch [195][1800/1879] lr: 1.379e-02, eta: 1 day, 3:43:21, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5437, top5_acc: 0.7703, loss_cls: 1.9620, loss: 1.9620, grad_norm: 4.2148 2021-07-13 13:17:12,062 - mmaction - INFO - Epoch [195][1820/1879] lr: 1.379e-02, eta: 1 day, 3:43:03, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7746, loss_cls: 1.8988, loss: 1.8988, grad_norm: 4.2058 2021-07-13 13:17:28,918 - mmaction - INFO - Epoch [195][1840/1879] lr: 1.379e-02, eta: 1 day, 3:42:45, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5516, top5_acc: 0.7566, loss_cls: 2.0082, loss: 2.0082, grad_norm: 4.2177 2021-07-13 13:17:45,727 - mmaction - INFO - Epoch [195][1860/1879] lr: 1.379e-02, eta: 1 day, 3:42:27, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.5543, top5_acc: 0.7707, loss_cls: 1.9391, loss: 1.9391, grad_norm: 4.1649 2021-07-13 13:20:43,182 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-13 13:20:44,022 - mmaction - INFO - top1_acc 0.6083 top5_acc 0.8337 2021-07-13 13:20:44,023 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-13 13:20:44,060 - mmaction - INFO - mean_acc 0.6081 2021-07-13 13:20:45,026 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_195.pth. 2021-07-13 13:20:45,027 - mmaction - INFO - Best top1_acc is 0.6083 at 195 epoch. 2021-07-13 13:20:45,037 - mmaction - INFO - Epoch(val) [195][155] top1_acc: 0.6083, top5_acc: 0.8337, mean_class_accuracy: 0.6081 2021-07-13 13:21:37,928 - mmaction - INFO - Epoch [196][20/1879] lr: 1.337e-02, eta: 1 day, 3:42:13, time: 2.643, data_time: 1.642, memory: 6454, top1_acc: 0.5645, top5_acc: 0.7820, loss_cls: 1.8707, loss: 1.8707, grad_norm: 4.2493 2021-07-13 13:21:54,709 - mmaction - INFO - Epoch [196][40/1879] lr: 1.337e-02, eta: 1 day, 3:41:55, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7711, loss_cls: 1.9397, loss: 1.9397, grad_norm: 4.2408 2021-07-13 13:22:11,290 - mmaction - INFO - Epoch [196][60/1879] lr: 1.337e-02, eta: 1 day, 3:41:36, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.5496, top5_acc: 0.7648, loss_cls: 1.9879, loss: 1.9879, grad_norm: 4.2567 2021-07-13 13:22:28,155 - mmaction - INFO - Epoch [196][80/1879] lr: 1.337e-02, eta: 1 day, 3:41:18, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5672, top5_acc: 0.7766, loss_cls: 1.8829, loss: 1.8829, grad_norm: 4.0375 2021-07-13 13:22:45,042 - mmaction - INFO - Epoch [196][100/1879] lr: 1.337e-02, eta: 1 day, 3:41:01, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7898, loss_cls: 1.8759, loss: 1.8759, grad_norm: 4.0635 2021-07-13 13:23:01,857 - mmaction - INFO - Epoch [196][120/1879] lr: 1.337e-02, eta: 1 day, 3:40:42, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7883, loss_cls: 1.9246, loss: 1.9246, grad_norm: 4.1379 2021-07-13 13:23:18,597 - mmaction - INFO - Epoch [196][140/1879] lr: 1.337e-02, eta: 1 day, 3:40:24, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7609, loss_cls: 1.9436, loss: 1.9436, grad_norm: 4.1449 2021-07-13 13:23:35,335 - mmaction - INFO - Epoch [196][160/1879] lr: 1.337e-02, eta: 1 day, 3:40:06, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5406, top5_acc: 0.7703, loss_cls: 1.9526, loss: 1.9526, grad_norm: 4.1164 2021-07-13 13:23:52,124 - mmaction - INFO - Epoch [196][180/1879] lr: 1.337e-02, eta: 1 day, 3:39:48, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7824, loss_cls: 1.9041, loss: 1.9041, grad_norm: 4.0761 2021-07-13 13:24:09,052 - mmaction - INFO - Epoch [196][200/1879] lr: 1.337e-02, eta: 1 day, 3:39:30, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7762, loss_cls: 1.9010, loss: 1.9010, grad_norm: 4.1167 2021-07-13 13:24:25,889 - mmaction - INFO - Epoch [196][220/1879] lr: 1.337e-02, eta: 1 day, 3:39:12, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7590, loss_cls: 1.9658, loss: 1.9658, grad_norm: 4.1852 2021-07-13 13:24:42,906 - mmaction - INFO - Epoch [196][240/1879] lr: 1.337e-02, eta: 1 day, 3:38:55, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7863, loss_cls: 1.8784, loss: 1.8784, grad_norm: 4.1299 2021-07-13 13:24:59,478 - mmaction - INFO - Epoch [196][260/1879] lr: 1.337e-02, eta: 1 day, 3:38:36, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.5637, top5_acc: 0.7883, loss_cls: 1.8550, loss: 1.8550, grad_norm: 4.0392 2021-07-13 13:25:16,643 - mmaction - INFO - Epoch [196][280/1879] lr: 1.337e-02, eta: 1 day, 3:38:19, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5668, top5_acc: 0.7863, loss_cls: 1.8675, loss: 1.8675, grad_norm: 4.0905 2021-07-13 13:25:33,878 - mmaction - INFO - Epoch [196][300/1879] lr: 1.337e-02, eta: 1 day, 3:38:01, time: 0.861, data_time: 0.002, memory: 6454, top1_acc: 0.5762, top5_acc: 0.7852, loss_cls: 1.8334, loss: 1.8334, grad_norm: 4.0211 2021-07-13 13:25:50,762 - mmaction - INFO - Epoch [196][320/1879] lr: 1.337e-02, eta: 1 day, 3:37:43, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5668, top5_acc: 0.7836, loss_cls: 1.8768, loss: 1.8768, grad_norm: 4.1003 2021-07-13 13:26:07,483 - mmaction - INFO - Epoch [196][340/1879] lr: 1.337e-02, eta: 1 day, 3:37:25, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7836, loss_cls: 1.8959, loss: 1.8959, grad_norm: 4.2246 2021-07-13 13:26:24,326 - mmaction - INFO - Epoch [196][360/1879] lr: 1.337e-02, eta: 1 day, 3:37:07, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7609, loss_cls: 1.9716, loss: 1.9716, grad_norm: 4.1406 2021-07-13 13:26:41,282 - mmaction - INFO - Epoch [196][380/1879] lr: 1.337e-02, eta: 1 day, 3:36:49, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7660, loss_cls: 1.9396, loss: 1.9396, grad_norm: 4.1137 2021-07-13 13:26:58,158 - mmaction - INFO - Epoch [196][400/1879] lr: 1.337e-02, eta: 1 day, 3:36:31, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7734, loss_cls: 1.9359, loss: 1.9359, grad_norm: 4.1735 2021-07-13 13:27:15,006 - mmaction - INFO - Epoch [196][420/1879] lr: 1.337e-02, eta: 1 day, 3:36:13, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5391, top5_acc: 0.7680, loss_cls: 1.9852, loss: 1.9852, grad_norm: 4.3026 2021-07-13 13:27:32,020 - mmaction - INFO - Epoch [196][440/1879] lr: 1.337e-02, eta: 1 day, 3:35:55, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7629, loss_cls: 1.9706, loss: 1.9706, grad_norm: 4.1779 2021-07-13 13:27:49,050 - mmaction - INFO - Epoch [196][460/1879] lr: 1.337e-02, eta: 1 day, 3:35:38, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7809, loss_cls: 1.8976, loss: 1.8976, grad_norm: 4.1376 2021-07-13 13:28:05,807 - mmaction - INFO - Epoch [196][480/1879] lr: 1.337e-02, eta: 1 day, 3:35:20, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5250, top5_acc: 0.7605, loss_cls: 2.0197, loss: 2.0197, grad_norm: 4.3116 2021-07-13 13:28:23,003 - mmaction - INFO - Epoch [196][500/1879] lr: 1.337e-02, eta: 1 day, 3:35:02, time: 0.860, data_time: 0.007, memory: 6454, top1_acc: 0.5648, top5_acc: 0.7809, loss_cls: 1.8583, loss: 1.8583, grad_norm: 4.0895 2021-07-13 13:28:40,084 - mmaction - INFO - Epoch [196][520/1879] lr: 1.337e-02, eta: 1 day, 3:34:44, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5645, top5_acc: 0.7801, loss_cls: 1.9153, loss: 1.9153, grad_norm: 4.1673 2021-07-13 13:28:56,970 - mmaction - INFO - Epoch [196][540/1879] lr: 1.337e-02, eta: 1 day, 3:34:26, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5637, top5_acc: 0.7883, loss_cls: 1.8300, loss: 1.8300, grad_norm: 4.1303 2021-07-13 13:29:14,026 - mmaction - INFO - Epoch [196][560/1879] lr: 1.337e-02, eta: 1 day, 3:34:09, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5418, top5_acc: 0.7750, loss_cls: 1.9278, loss: 1.9278, grad_norm: 4.2548 2021-07-13 13:29:30,695 - mmaction - INFO - Epoch [196][580/1879] lr: 1.337e-02, eta: 1 day, 3:33:50, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.5469, top5_acc: 0.7820, loss_cls: 1.9272, loss: 1.9272, grad_norm: 4.1598 2021-07-13 13:29:47,423 - mmaction - INFO - Epoch [196][600/1879] lr: 1.337e-02, eta: 1 day, 3:33:32, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7699, loss_cls: 1.9660, loss: 1.9660, grad_norm: 4.1550 2021-07-13 13:30:04,390 - mmaction - INFO - Epoch [196][620/1879] lr: 1.337e-02, eta: 1 day, 3:33:14, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7902, loss_cls: 1.9041, loss: 1.9041, grad_norm: 4.1830 2021-07-13 13:30:21,131 - mmaction - INFO - Epoch [196][640/1879] lr: 1.337e-02, eta: 1 day, 3:32:56, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7793, loss_cls: 1.9162, loss: 1.9162, grad_norm: 4.2520 2021-07-13 13:30:38,056 - mmaction - INFO - Epoch [196][660/1879] lr: 1.337e-02, eta: 1 day, 3:32:38, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.5340, top5_acc: 0.7660, loss_cls: 1.9935, loss: 1.9935, grad_norm: 4.2610 2021-07-13 13:30:54,829 - mmaction - INFO - Epoch [196][680/1879] lr: 1.337e-02, eta: 1 day, 3:32:20, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5375, top5_acc: 0.7594, loss_cls: 1.9895, loss: 1.9895, grad_norm: 4.2096 2021-07-13 13:31:11,786 - mmaction - INFO - Epoch [196][700/1879] lr: 1.337e-02, eta: 1 day, 3:32:03, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5414, top5_acc: 0.7613, loss_cls: 1.9998, loss: 1.9998, grad_norm: 4.0925 2021-07-13 13:31:28,404 - mmaction - INFO - Epoch [196][720/1879] lr: 1.337e-02, eta: 1 day, 3:31:44, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7742, loss_cls: 1.8671, loss: 1.8671, grad_norm: 3.9681 2021-07-13 13:31:45,340 - mmaction - INFO - Epoch [196][740/1879] lr: 1.337e-02, eta: 1 day, 3:31:27, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5578, top5_acc: 0.7727, loss_cls: 1.9308, loss: 1.9308, grad_norm: 4.1023 2021-07-13 13:32:02,426 - mmaction - INFO - Epoch [196][760/1879] lr: 1.337e-02, eta: 1 day, 3:31:09, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5723, top5_acc: 0.7926, loss_cls: 1.8258, loss: 1.8258, grad_norm: 3.9882 2021-07-13 13:32:19,379 - mmaction - INFO - Epoch [196][780/1879] lr: 1.337e-02, eta: 1 day, 3:30:51, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5543, top5_acc: 0.7937, loss_cls: 1.8993, loss: 1.8993, grad_norm: 4.1933 2021-07-13 13:32:36,382 - mmaction - INFO - Epoch [196][800/1879] lr: 1.337e-02, eta: 1 day, 3:30:33, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5629, top5_acc: 0.7848, loss_cls: 1.8459, loss: 1.8459, grad_norm: 4.1403 2021-07-13 13:32:53,443 - mmaction - INFO - Epoch [196][820/1879] lr: 1.337e-02, eta: 1 day, 3:30:15, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7910, loss_cls: 1.8721, loss: 1.8721, grad_norm: 4.1558 2021-07-13 13:33:10,072 - mmaction - INFO - Epoch [196][840/1879] lr: 1.337e-02, eta: 1 day, 3:29:57, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.5516, top5_acc: 0.7664, loss_cls: 1.9293, loss: 1.9293, grad_norm: 4.2053 2021-07-13 13:33:27,020 - mmaction - INFO - Epoch [196][860/1879] lr: 1.337e-02, eta: 1 day, 3:29:39, time: 0.849, data_time: 0.009, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7793, loss_cls: 1.9334, loss: 1.9334, grad_norm: 4.1955 2021-07-13 13:33:44,216 - mmaction - INFO - Epoch [196][880/1879] lr: 1.337e-02, eta: 1 day, 3:29:22, time: 0.861, data_time: 0.003, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7688, loss_cls: 1.9344, loss: 1.9344, grad_norm: 4.1935 2021-07-13 13:34:01,235 - mmaction - INFO - Epoch [196][900/1879] lr: 1.337e-02, eta: 1 day, 3:29:04, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5363, top5_acc: 0.7672, loss_cls: 1.9812, loss: 1.9812, grad_norm: 4.2310 2021-07-13 13:34:18,264 - mmaction - INFO - Epoch [196][920/1879] lr: 1.337e-02, eta: 1 day, 3:28:46, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5582, top5_acc: 0.7734, loss_cls: 1.9493, loss: 1.9493, grad_norm: 4.2270 2021-07-13 13:34:35,119 - mmaction - INFO - Epoch [196][940/1879] lr: 1.337e-02, eta: 1 day, 3:28:28, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5496, top5_acc: 0.7754, loss_cls: 1.9394, loss: 1.9394, grad_norm: 4.2447 2021-07-13 13:34:52,247 - mmaction - INFO - Epoch [196][960/1879] lr: 1.337e-02, eta: 1 day, 3:28:10, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7809, loss_cls: 1.8966, loss: 1.8966, grad_norm: 4.1100 2021-07-13 13:35:09,216 - mmaction - INFO - Epoch [196][980/1879] lr: 1.337e-02, eta: 1 day, 3:27:53, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.5465, top5_acc: 0.7555, loss_cls: 2.0439, loss: 2.0439, grad_norm: 4.2376 2021-07-13 13:35:26,084 - mmaction - INFO - Epoch [196][1000/1879] lr: 1.337e-02, eta: 1 day, 3:27:35, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5852, top5_acc: 0.7879, loss_cls: 1.8379, loss: 1.8379, grad_norm: 4.0968 2021-07-13 13:35:43,152 - mmaction - INFO - Epoch [196][1020/1879] lr: 1.337e-02, eta: 1 day, 3:27:17, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7762, loss_cls: 1.8891, loss: 1.8891, grad_norm: 4.1600 2021-07-13 13:36:00,154 - mmaction - INFO - Epoch [196][1040/1879] lr: 1.337e-02, eta: 1 day, 3:26:59, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7652, loss_cls: 1.9630, loss: 1.9630, grad_norm: 4.1306 2021-07-13 13:36:17,265 - mmaction - INFO - Epoch [196][1060/1879] lr: 1.337e-02, eta: 1 day, 3:26:41, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7648, loss_cls: 1.9552, loss: 1.9552, grad_norm: 4.1622 2021-07-13 13:36:34,207 - mmaction - INFO - Epoch [196][1080/1879] lr: 1.337e-02, eta: 1 day, 3:26:24, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7695, loss_cls: 1.9595, loss: 1.9595, grad_norm: 4.1902 2021-07-13 13:36:51,061 - mmaction - INFO - Epoch [196][1100/1879] lr: 1.337e-02, eta: 1 day, 3:26:06, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7664, loss_cls: 1.9597, loss: 1.9597, grad_norm: 4.2534 2021-07-13 13:37:08,210 - mmaction - INFO - Epoch [196][1120/1879] lr: 1.337e-02, eta: 1 day, 3:25:48, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7742, loss_cls: 1.9186, loss: 1.9186, grad_norm: 4.1239 2021-07-13 13:37:25,399 - mmaction - INFO - Epoch [196][1140/1879] lr: 1.337e-02, eta: 1 day, 3:25:30, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7680, loss_cls: 1.9481, loss: 1.9481, grad_norm: 4.2170 2021-07-13 13:37:42,371 - mmaction - INFO - Epoch [196][1160/1879] lr: 1.337e-02, eta: 1 day, 3:25:13, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7730, loss_cls: 1.9425, loss: 1.9425, grad_norm: 4.2078 2021-07-13 13:37:59,440 - mmaction - INFO - Epoch [196][1180/1879] lr: 1.337e-02, eta: 1 day, 3:24:55, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7691, loss_cls: 1.9411, loss: 1.9411, grad_norm: 4.1502 2021-07-13 13:38:16,544 - mmaction - INFO - Epoch [196][1200/1879] lr: 1.337e-02, eta: 1 day, 3:24:37, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5527, top5_acc: 0.7668, loss_cls: 1.9339, loss: 1.9339, grad_norm: 4.2202 2021-07-13 13:38:33,621 - mmaction - INFO - Epoch [196][1220/1879] lr: 1.337e-02, eta: 1 day, 3:24:19, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7680, loss_cls: 1.9560, loss: 1.9560, grad_norm: 4.2577 2021-07-13 13:38:50,616 - mmaction - INFO - Epoch [196][1240/1879] lr: 1.337e-02, eta: 1 day, 3:24:02, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5422, top5_acc: 0.7652, loss_cls: 1.9565, loss: 1.9565, grad_norm: 4.2939 2021-07-13 13:39:07,878 - mmaction - INFO - Epoch [196][1260/1879] lr: 1.337e-02, eta: 1 day, 3:23:44, time: 0.861, data_time: 0.003, memory: 6454, top1_acc: 0.5609, top5_acc: 0.7848, loss_cls: 1.8840, loss: 1.8840, grad_norm: 4.2076 2021-07-13 13:39:24,446 - mmaction - INFO - Epoch [196][1280/1879] lr: 1.337e-02, eta: 1 day, 3:23:26, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7629, loss_cls: 1.9815, loss: 1.9815, grad_norm: 4.2327 2021-07-13 13:39:41,329 - mmaction - INFO - Epoch [196][1300/1879] lr: 1.337e-02, eta: 1 day, 3:23:08, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5641, top5_acc: 0.7809, loss_cls: 1.8936, loss: 1.8936, grad_norm: 4.1886 2021-07-13 13:39:57,976 - mmaction - INFO - Epoch [196][1320/1879] lr: 1.337e-02, eta: 1 day, 3:22:50, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.5418, top5_acc: 0.7664, loss_cls: 1.9570, loss: 1.9570, grad_norm: 4.1412 2021-07-13 13:40:15,246 - mmaction - INFO - Epoch [196][1340/1879] lr: 1.337e-02, eta: 1 day, 3:22:32, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7668, loss_cls: 1.9475, loss: 1.9475, grad_norm: 4.2208 2021-07-13 13:40:32,123 - mmaction - INFO - Epoch [196][1360/1879] lr: 1.337e-02, eta: 1 day, 3:22:14, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7734, loss_cls: 1.9574, loss: 1.9574, grad_norm: 4.1761 2021-07-13 13:40:48,918 - mmaction - INFO - Epoch [196][1380/1879] lr: 1.337e-02, eta: 1 day, 3:21:56, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5316, top5_acc: 0.7637, loss_cls: 1.9708, loss: 1.9708, grad_norm: 4.2362 2021-07-13 13:41:05,973 - mmaction - INFO - Epoch [196][1400/1879] lr: 1.337e-02, eta: 1 day, 3:21:38, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5402, top5_acc: 0.7770, loss_cls: 1.9142, loss: 1.9142, grad_norm: 4.1224 2021-07-13 13:41:23,129 - mmaction - INFO - Epoch [196][1420/1879] lr: 1.337e-02, eta: 1 day, 3:21:21, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.5535, top5_acc: 0.7711, loss_cls: 1.9260, loss: 1.9260, grad_norm: 4.2994 2021-07-13 13:41:40,257 - mmaction - INFO - Epoch [196][1440/1879] lr: 1.337e-02, eta: 1 day, 3:21:03, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.5660, top5_acc: 0.7746, loss_cls: 1.8771, loss: 1.8771, grad_norm: 4.2747 2021-07-13 13:41:57,266 - mmaction - INFO - Epoch [196][1460/1879] lr: 1.337e-02, eta: 1 day, 3:20:45, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5422, top5_acc: 0.7805, loss_cls: 1.9456, loss: 1.9456, grad_norm: 4.2556 2021-07-13 13:42:14,403 - mmaction - INFO - Epoch [196][1480/1879] lr: 1.337e-02, eta: 1 day, 3:20:28, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.5672, top5_acc: 0.7688, loss_cls: 1.9502, loss: 1.9502, grad_norm: 4.1439 2021-07-13 13:42:31,362 - mmaction - INFO - Epoch [196][1500/1879] lr: 1.337e-02, eta: 1 day, 3:20:10, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7629, loss_cls: 1.9842, loss: 1.9842, grad_norm: 4.0922 2021-07-13 13:42:48,314 - mmaction - INFO - Epoch [196][1520/1879] lr: 1.337e-02, eta: 1 day, 3:19:52, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7691, loss_cls: 1.9257, loss: 1.9257, grad_norm: 4.1116 2021-07-13 13:43:04,988 - mmaction - INFO - Epoch [196][1540/1879] lr: 1.337e-02, eta: 1 day, 3:19:34, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7707, loss_cls: 1.9405, loss: 1.9405, grad_norm: 4.1408 2021-07-13 13:43:22,134 - mmaction - INFO - Epoch [196][1560/1879] lr: 1.337e-02, eta: 1 day, 3:19:16, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7625, loss_cls: 1.9399, loss: 1.9399, grad_norm: 4.2048 2021-07-13 13:43:39,069 - mmaction - INFO - Epoch [196][1580/1879] lr: 1.337e-02, eta: 1 day, 3:18:58, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7777, loss_cls: 1.9093, loss: 1.9093, grad_norm: 4.1831 2021-07-13 13:43:55,794 - mmaction - INFO - Epoch [196][1600/1879] lr: 1.337e-02, eta: 1 day, 3:18:40, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7637, loss_cls: 1.9740, loss: 1.9740, grad_norm: 4.2915 2021-07-13 13:44:12,722 - mmaction - INFO - Epoch [196][1620/1879] lr: 1.337e-02, eta: 1 day, 3:18:22, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5469, top5_acc: 0.7551, loss_cls: 1.9793, loss: 1.9793, grad_norm: 4.2287 2021-07-13 13:44:29,666 - mmaction - INFO - Epoch [196][1640/1879] lr: 1.337e-02, eta: 1 day, 3:18:05, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7793, loss_cls: 1.9246, loss: 1.9246, grad_norm: 4.1598 2021-07-13 13:44:46,676 - mmaction - INFO - Epoch [196][1660/1879] lr: 1.337e-02, eta: 1 day, 3:17:47, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5586, top5_acc: 0.7859, loss_cls: 1.9207, loss: 1.9207, grad_norm: 4.1492 2021-07-13 13:45:03,605 - mmaction - INFO - Epoch [196][1680/1879] lr: 1.337e-02, eta: 1 day, 3:17:29, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7816, loss_cls: 1.8596, loss: 1.8596, grad_norm: 4.1634 2021-07-13 13:45:20,645 - mmaction - INFO - Epoch [196][1700/1879] lr: 1.337e-02, eta: 1 day, 3:17:11, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5695, top5_acc: 0.7820, loss_cls: 1.8691, loss: 1.8691, grad_norm: 4.1393 2021-07-13 13:45:37,654 - mmaction - INFO - Epoch [196][1720/1879] lr: 1.337e-02, eta: 1 day, 3:16:53, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5461, top5_acc: 0.7684, loss_cls: 1.9436, loss: 1.9436, grad_norm: 4.2622 2021-07-13 13:45:54,822 - mmaction - INFO - Epoch [196][1740/1879] lr: 1.337e-02, eta: 1 day, 3:16:36, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5586, top5_acc: 0.7770, loss_cls: 1.8966, loss: 1.8966, grad_norm: 4.2617 2021-07-13 13:46:11,960 - mmaction - INFO - Epoch [196][1760/1879] lr: 1.337e-02, eta: 1 day, 3:16:18, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7695, loss_cls: 1.9851, loss: 1.9851, grad_norm: 4.3231 2021-07-13 13:46:29,165 - mmaction - INFO - Epoch [196][1780/1879] lr: 1.337e-02, eta: 1 day, 3:16:00, time: 0.865, data_time: 0.007, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7762, loss_cls: 1.9226, loss: 1.9226, grad_norm: 4.1897 2021-07-13 13:46:46,197 - mmaction - INFO - Epoch [196][1800/1879] lr: 1.337e-02, eta: 1 day, 3:15:43, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7770, loss_cls: 1.9175, loss: 1.9175, grad_norm: 4.1957 2021-07-13 13:47:03,372 - mmaction - INFO - Epoch [196][1820/1879] lr: 1.337e-02, eta: 1 day, 3:15:25, time: 0.858, data_time: 0.008, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7734, loss_cls: 1.9606, loss: 1.9606, grad_norm: 4.1969 2021-07-13 13:47:20,416 - mmaction - INFO - Epoch [196][1840/1879] lr: 1.337e-02, eta: 1 day, 3:15:07, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5395, top5_acc: 0.7652, loss_cls: 2.0041, loss: 2.0041, grad_norm: 4.2551 2021-07-13 13:47:37,666 - mmaction - INFO - Epoch [196][1860/1879] lr: 1.337e-02, eta: 1 day, 3:14:50, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.5609, top5_acc: 0.7762, loss_cls: 1.9136, loss: 1.9136, grad_norm: 4.1738 2021-07-13 13:47:53,926 - mmaction - INFO - Saving checkpoint at 196 epochs 2021-07-13 13:48:49,103 - mmaction - INFO - Epoch [197][20/1879] lr: 1.295e-02, eta: 1 day, 3:14:35, time: 2.680, data_time: 1.652, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7852, loss_cls: 1.9019, loss: 1.9019, grad_norm: 4.1595 2021-07-13 13:49:05,772 - mmaction - INFO - Epoch [197][40/1879] lr: 1.295e-02, eta: 1 day, 3:14:17, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.5672, top5_acc: 0.7855, loss_cls: 1.8874, loss: 1.8874, grad_norm: 4.1432 2021-07-13 13:49:22,360 - mmaction - INFO - Epoch [197][60/1879] lr: 1.295e-02, eta: 1 day, 3:13:59, time: 0.827, data_time: 0.002, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7906, loss_cls: 1.8215, loss: 1.8215, grad_norm: 4.0632 2021-07-13 13:49:39,283 - mmaction - INFO - Epoch [197][80/1879] lr: 1.295e-02, eta: 1 day, 3:13:41, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5613, top5_acc: 0.7859, loss_cls: 1.8679, loss: 1.8679, grad_norm: 4.0892 2021-07-13 13:49:56,281 - mmaction - INFO - Epoch [197][100/1879] lr: 1.295e-02, eta: 1 day, 3:13:23, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5437, top5_acc: 0.7805, loss_cls: 1.9254, loss: 1.9254, grad_norm: 4.1869 2021-07-13 13:50:13,143 - mmaction - INFO - Epoch [197][120/1879] lr: 1.295e-02, eta: 1 day, 3:13:05, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7637, loss_cls: 1.9834, loss: 1.9834, grad_norm: 4.1755 2021-07-13 13:50:30,175 - mmaction - INFO - Epoch [197][140/1879] lr: 1.295e-02, eta: 1 day, 3:12:48, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5641, top5_acc: 0.7805, loss_cls: 1.8467, loss: 1.8467, grad_norm: 4.0538 2021-07-13 13:50:46,950 - mmaction - INFO - Epoch [197][160/1879] lr: 1.295e-02, eta: 1 day, 3:12:30, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7762, loss_cls: 1.9186, loss: 1.9186, grad_norm: 4.1615 2021-07-13 13:51:03,927 - mmaction - INFO - Epoch [197][180/1879] lr: 1.295e-02, eta: 1 day, 3:12:12, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5648, top5_acc: 0.7746, loss_cls: 1.8862, loss: 1.8862, grad_norm: 4.1981 2021-07-13 13:51:20,962 - mmaction - INFO - Epoch [197][200/1879] lr: 1.295e-02, eta: 1 day, 3:11:54, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5660, top5_acc: 0.7762, loss_cls: 1.8637, loss: 1.8637, grad_norm: 4.1251 2021-07-13 13:51:37,961 - mmaction - INFO - Epoch [197][220/1879] lr: 1.295e-02, eta: 1 day, 3:11:36, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5828, top5_acc: 0.7836, loss_cls: 1.8644, loss: 1.8644, grad_norm: 4.0850 2021-07-13 13:51:54,808 - mmaction - INFO - Epoch [197][240/1879] lr: 1.295e-02, eta: 1 day, 3:11:18, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7777, loss_cls: 1.8505, loss: 1.8505, grad_norm: 4.0714 2021-07-13 13:52:11,766 - mmaction - INFO - Epoch [197][260/1879] lr: 1.295e-02, eta: 1 day, 3:11:01, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7730, loss_cls: 1.9292, loss: 1.9292, grad_norm: 4.1514 2021-07-13 13:52:28,681 - mmaction - INFO - Epoch [197][280/1879] lr: 1.295e-02, eta: 1 day, 3:10:43, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7789, loss_cls: 1.9215, loss: 1.9215, grad_norm: 4.1869 2021-07-13 13:52:45,519 - mmaction - INFO - Epoch [197][300/1879] lr: 1.295e-02, eta: 1 day, 3:10:25, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5648, top5_acc: 0.7867, loss_cls: 1.8712, loss: 1.8712, grad_norm: 4.1961 2021-07-13 13:53:02,817 - mmaction - INFO - Epoch [197][320/1879] lr: 1.295e-02, eta: 1 day, 3:10:07, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7785, loss_cls: 1.9018, loss: 1.9018, grad_norm: 4.1705 2021-07-13 13:53:19,726 - mmaction - INFO - Epoch [197][340/1879] lr: 1.295e-02, eta: 1 day, 3:09:49, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5641, top5_acc: 0.7883, loss_cls: 1.8706, loss: 1.8706, grad_norm: 4.2059 2021-07-13 13:53:36,696 - mmaction - INFO - Epoch [197][360/1879] lr: 1.295e-02, eta: 1 day, 3:09:31, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5652, top5_acc: 0.7805, loss_cls: 1.8965, loss: 1.8965, grad_norm: 4.1932 2021-07-13 13:53:53,711 - mmaction - INFO - Epoch [197][380/1879] lr: 1.295e-02, eta: 1 day, 3:09:14, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7730, loss_cls: 1.9083, loss: 1.9083, grad_norm: 4.1700 2021-07-13 13:54:10,527 - mmaction - INFO - Epoch [197][400/1879] lr: 1.295e-02, eta: 1 day, 3:08:56, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5723, top5_acc: 0.7879, loss_cls: 1.8137, loss: 1.8137, grad_norm: 4.1026 2021-07-13 13:54:27,345 - mmaction - INFO - Epoch [197][420/1879] lr: 1.295e-02, eta: 1 day, 3:08:38, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7637, loss_cls: 1.9286, loss: 1.9286, grad_norm: 4.1896 2021-07-13 13:54:44,483 - mmaction - INFO - Epoch [197][440/1879] lr: 1.295e-02, eta: 1 day, 3:08:20, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7762, loss_cls: 1.8897, loss: 1.8897, grad_norm: 4.1968 2021-07-13 13:55:01,475 - mmaction - INFO - Epoch [197][460/1879] lr: 1.295e-02, eta: 1 day, 3:08:02, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5637, top5_acc: 0.7730, loss_cls: 1.9106, loss: 1.9106, grad_norm: 4.1922 2021-07-13 13:55:18,164 - mmaction - INFO - Epoch [197][480/1879] lr: 1.295e-02, eta: 1 day, 3:07:44, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.5535, top5_acc: 0.7824, loss_cls: 1.8960, loss: 1.8960, grad_norm: 4.2819 2021-07-13 13:55:35,215 - mmaction - INFO - Epoch [197][500/1879] lr: 1.295e-02, eta: 1 day, 3:07:26, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5730, top5_acc: 0.7805, loss_cls: 1.8865, loss: 1.8865, grad_norm: 4.2446 2021-07-13 13:55:52,124 - mmaction - INFO - Epoch [197][520/1879] lr: 1.295e-02, eta: 1 day, 3:07:09, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7691, loss_cls: 1.9330, loss: 1.9330, grad_norm: 4.1857 2021-07-13 13:56:09,257 - mmaction - INFO - Epoch [197][540/1879] lr: 1.295e-02, eta: 1 day, 3:06:51, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5641, top5_acc: 0.7797, loss_cls: 1.8981, loss: 1.8981, grad_norm: 4.1984 2021-07-13 13:56:26,028 - mmaction - INFO - Epoch [197][560/1879] lr: 1.295e-02, eta: 1 day, 3:06:33, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5484, top5_acc: 0.7738, loss_cls: 1.9403, loss: 1.9403, grad_norm: 4.1922 2021-07-13 13:56:43,176 - mmaction - INFO - Epoch [197][580/1879] lr: 1.295e-02, eta: 1 day, 3:06:15, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7879, loss_cls: 1.8392, loss: 1.8392, grad_norm: 4.1378 2021-07-13 13:57:00,267 - mmaction - INFO - Epoch [197][600/1879] lr: 1.295e-02, eta: 1 day, 3:05:57, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7738, loss_cls: 1.9325, loss: 1.9325, grad_norm: 4.3992 2021-07-13 13:57:17,293 - mmaction - INFO - Epoch [197][620/1879] lr: 1.295e-02, eta: 1 day, 3:05:40, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7578, loss_cls: 1.9996, loss: 1.9996, grad_norm: 4.3031 2021-07-13 13:57:34,102 - mmaction - INFO - Epoch [197][640/1879] lr: 1.295e-02, eta: 1 day, 3:05:22, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5645, top5_acc: 0.7676, loss_cls: 1.9190, loss: 1.9190, grad_norm: 4.1585 2021-07-13 13:57:51,308 - mmaction - INFO - Epoch [197][660/1879] lr: 1.295e-02, eta: 1 day, 3:05:04, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.5469, top5_acc: 0.7648, loss_cls: 1.9642, loss: 1.9642, grad_norm: 4.1791 2021-07-13 13:58:08,267 - mmaction - INFO - Epoch [197][680/1879] lr: 1.295e-02, eta: 1 day, 3:04:46, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5637, top5_acc: 0.7828, loss_cls: 1.8991, loss: 1.8991, grad_norm: 4.1381 2021-07-13 13:58:25,316 - mmaction - INFO - Epoch [197][700/1879] lr: 1.295e-02, eta: 1 day, 3:04:29, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5691, top5_acc: 0.7770, loss_cls: 1.8698, loss: 1.8698, grad_norm: 4.2064 2021-07-13 13:58:42,287 - mmaction - INFO - Epoch [197][720/1879] lr: 1.295e-02, eta: 1 day, 3:04:11, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5449, top5_acc: 0.7711, loss_cls: 1.9726, loss: 1.9726, grad_norm: 4.3361 2021-07-13 13:58:59,470 - mmaction - INFO - Epoch [197][740/1879] lr: 1.295e-02, eta: 1 day, 3:03:53, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5582, top5_acc: 0.7730, loss_cls: 1.9159, loss: 1.9159, grad_norm: 4.1764 2021-07-13 13:59:16,541 - mmaction - INFO - Epoch [197][760/1879] lr: 1.295e-02, eta: 1 day, 3:03:35, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7672, loss_cls: 1.9623, loss: 1.9623, grad_norm: 4.2029 2021-07-13 13:59:33,310 - mmaction - INFO - Epoch [197][780/1879] lr: 1.295e-02, eta: 1 day, 3:03:17, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.5613, top5_acc: 0.7738, loss_cls: 1.9205, loss: 1.9205, grad_norm: 4.1998 2021-07-13 13:59:50,322 - mmaction - INFO - Epoch [197][800/1879] lr: 1.295e-02, eta: 1 day, 3:03:00, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5402, top5_acc: 0.7879, loss_cls: 1.9269, loss: 1.9269, grad_norm: 4.2241 2021-07-13 14:00:07,440 - mmaction - INFO - Epoch [197][820/1879] lr: 1.295e-02, eta: 1 day, 3:02:42, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5465, top5_acc: 0.7660, loss_cls: 1.9795, loss: 1.9795, grad_norm: 4.2633 2021-07-13 14:00:24,439 - mmaction - INFO - Epoch [197][840/1879] lr: 1.295e-02, eta: 1 day, 3:02:24, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5820, top5_acc: 0.7805, loss_cls: 1.8462, loss: 1.8462, grad_norm: 4.1179 2021-07-13 14:00:41,285 - mmaction - INFO - Epoch [197][860/1879] lr: 1.295e-02, eta: 1 day, 3:02:06, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5434, top5_acc: 0.7742, loss_cls: 1.9145, loss: 1.9145, grad_norm: 4.2103 2021-07-13 14:00:58,291 - mmaction - INFO - Epoch [197][880/1879] lr: 1.295e-02, eta: 1 day, 3:01:48, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7875, loss_cls: 1.8619, loss: 1.8619, grad_norm: 4.1607 2021-07-13 14:01:15,333 - mmaction - INFO - Epoch [197][900/1879] lr: 1.295e-02, eta: 1 day, 3:01:31, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.5527, top5_acc: 0.7699, loss_cls: 1.9350, loss: 1.9350, grad_norm: 4.2413 2021-07-13 14:01:31,864 - mmaction - INFO - Epoch [197][920/1879] lr: 1.295e-02, eta: 1 day, 3:01:12, time: 0.829, data_time: 0.006, memory: 6454, top1_acc: 0.5625, top5_acc: 0.7863, loss_cls: 1.8926, loss: 1.8926, grad_norm: 4.1975 2021-07-13 14:01:48,861 - mmaction - INFO - Epoch [197][940/1879] lr: 1.295e-02, eta: 1 day, 3:00:55, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7809, loss_cls: 1.8981, loss: 1.8981, grad_norm: 4.2783 2021-07-13 14:02:05,853 - mmaction - INFO - Epoch [197][960/1879] lr: 1.295e-02, eta: 1 day, 3:00:37, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5551, top5_acc: 0.7758, loss_cls: 1.9207, loss: 1.9207, grad_norm: 4.1747 2021-07-13 14:02:22,749 - mmaction - INFO - Epoch [197][980/1879] lr: 1.295e-02, eta: 1 day, 3:00:19, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5723, top5_acc: 0.7859, loss_cls: 1.8516, loss: 1.8516, grad_norm: 4.0981 2021-07-13 14:02:39,427 - mmaction - INFO - Epoch [197][1000/1879] lr: 1.295e-02, eta: 1 day, 3:00:01, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7742, loss_cls: 1.9170, loss: 1.9170, grad_norm: 4.1630 2021-07-13 14:02:56,272 - mmaction - INFO - Epoch [197][1020/1879] lr: 1.295e-02, eta: 1 day, 2:59:43, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5523, top5_acc: 0.7738, loss_cls: 1.9279, loss: 1.9279, grad_norm: 4.2406 2021-07-13 14:03:13,427 - mmaction - INFO - Epoch [197][1040/1879] lr: 1.295e-02, eta: 1 day, 2:59:25, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7770, loss_cls: 1.8996, loss: 1.8996, grad_norm: 4.2597 2021-07-13 14:03:30,460 - mmaction - INFO - Epoch [197][1060/1879] lr: 1.295e-02, eta: 1 day, 2:59:07, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7656, loss_cls: 1.9576, loss: 1.9576, grad_norm: 4.2568 2021-07-13 14:03:47,187 - mmaction - INFO - Epoch [197][1080/1879] lr: 1.295e-02, eta: 1 day, 2:58:49, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7715, loss_cls: 1.9062, loss: 1.9062, grad_norm: 4.2444 2021-07-13 14:04:04,291 - mmaction - INFO - Epoch [197][1100/1879] lr: 1.295e-02, eta: 1 day, 2:58:32, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5508, top5_acc: 0.7684, loss_cls: 1.9557, loss: 1.9557, grad_norm: 4.1936 2021-07-13 14:04:20,964 - mmaction - INFO - Epoch [197][1120/1879] lr: 1.295e-02, eta: 1 day, 2:58:14, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.5633, top5_acc: 0.7742, loss_cls: 1.9078, loss: 1.9078, grad_norm: 4.2062 2021-07-13 14:04:37,900 - mmaction - INFO - Epoch [197][1140/1879] lr: 1.295e-02, eta: 1 day, 2:57:56, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7691, loss_cls: 1.9239, loss: 1.9239, grad_norm: 4.1574 2021-07-13 14:04:54,847 - mmaction - INFO - Epoch [197][1160/1879] lr: 1.295e-02, eta: 1 day, 2:57:38, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7816, loss_cls: 1.8854, loss: 1.8854, grad_norm: 4.2508 2021-07-13 14:05:11,937 - mmaction - INFO - Epoch [197][1180/1879] lr: 1.295e-02, eta: 1 day, 2:57:20, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.5328, top5_acc: 0.7430, loss_cls: 2.0651, loss: 2.0651, grad_norm: 4.3247 2021-07-13 14:05:28,700 - mmaction - INFO - Epoch [197][1200/1879] lr: 1.295e-02, eta: 1 day, 2:57:02, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5527, top5_acc: 0.7695, loss_cls: 1.9262, loss: 1.9262, grad_norm: 4.1705 2021-07-13 14:05:45,634 - mmaction - INFO - Epoch [197][1220/1879] lr: 1.295e-02, eta: 1 day, 2:56:44, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5699, top5_acc: 0.7742, loss_cls: 1.9209, loss: 1.9209, grad_norm: 4.1587 2021-07-13 14:06:02,587 - mmaction - INFO - Epoch [197][1240/1879] lr: 1.295e-02, eta: 1 day, 2:56:27, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7648, loss_cls: 1.9774, loss: 1.9774, grad_norm: 4.2438 2021-07-13 14:06:19,458 - mmaction - INFO - Epoch [197][1260/1879] lr: 1.295e-02, eta: 1 day, 2:56:09, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7750, loss_cls: 1.9453, loss: 1.9453, grad_norm: 4.1706 2021-07-13 14:06:36,643 - mmaction - INFO - Epoch [197][1280/1879] lr: 1.295e-02, eta: 1 day, 2:55:51, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7875, loss_cls: 1.8378, loss: 1.8378, grad_norm: 4.0748 2021-07-13 14:06:53,831 - mmaction - INFO - Epoch [197][1300/1879] lr: 1.295e-02, eta: 1 day, 2:55:33, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7684, loss_cls: 1.9437, loss: 1.9437, grad_norm: 4.2555 2021-07-13 14:07:10,262 - mmaction - INFO - Epoch [197][1320/1879] lr: 1.295e-02, eta: 1 day, 2:55:15, time: 0.824, data_time: 0.004, memory: 6454, top1_acc: 0.5711, top5_acc: 0.7875, loss_cls: 1.8778, loss: 1.8778, grad_norm: 4.2477 2021-07-13 14:07:27,203 - mmaction - INFO - Epoch [197][1340/1879] lr: 1.295e-02, eta: 1 day, 2:54:57, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.5516, top5_acc: 0.7727, loss_cls: 1.9170, loss: 1.9170, grad_norm: 4.1712 2021-07-13 14:07:44,369 - mmaction - INFO - Epoch [197][1360/1879] lr: 1.295e-02, eta: 1 day, 2:54:40, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.5543, top5_acc: 0.7719, loss_cls: 1.9159, loss: 1.9159, grad_norm: 4.1468 2021-07-13 14:08:01,167 - mmaction - INFO - Epoch [197][1380/1879] lr: 1.295e-02, eta: 1 day, 2:54:22, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5430, top5_acc: 0.7551, loss_cls: 1.9591, loss: 1.9591, grad_norm: 4.2889 2021-07-13 14:08:18,269 - mmaction - INFO - Epoch [197][1400/1879] lr: 1.295e-02, eta: 1 day, 2:54:04, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.5578, top5_acc: 0.7727, loss_cls: 1.9413, loss: 1.9413, grad_norm: 4.2263 2021-07-13 14:08:34,910 - mmaction - INFO - Epoch [197][1420/1879] lr: 1.295e-02, eta: 1 day, 2:53:46, time: 0.832, data_time: 0.002, memory: 6454, top1_acc: 0.5531, top5_acc: 0.7730, loss_cls: 1.9488, loss: 1.9488, grad_norm: 4.2805 2021-07-13 14:08:52,153 - mmaction - INFO - Epoch [197][1440/1879] lr: 1.295e-02, eta: 1 day, 2:53:28, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7664, loss_cls: 1.9704, loss: 1.9704, grad_norm: 4.3409 2021-07-13 14:09:09,256 - mmaction - INFO - Epoch [197][1460/1879] lr: 1.295e-02, eta: 1 day, 2:53:11, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.5539, top5_acc: 0.7848, loss_cls: 1.8864, loss: 1.8864, grad_norm: 4.2936 2021-07-13 14:09:26,199 - mmaction - INFO - Epoch [197][1480/1879] lr: 1.295e-02, eta: 1 day, 2:52:53, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7691, loss_cls: 1.9069, loss: 1.9069, grad_norm: 4.1985 2021-07-13 14:09:43,200 - mmaction - INFO - Epoch [197][1500/1879] lr: 1.295e-02, eta: 1 day, 2:52:35, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7828, loss_cls: 1.8717, loss: 1.8717, grad_norm: 4.1058 2021-07-13 14:10:00,203 - mmaction - INFO - Epoch [197][1520/1879] lr: 1.295e-02, eta: 1 day, 2:52:17, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5402, top5_acc: 0.7852, loss_cls: 1.9358, loss: 1.9358, grad_norm: 4.2688 2021-07-13 14:10:17,398 - mmaction - INFO - Epoch [197][1540/1879] lr: 1.295e-02, eta: 1 day, 2:52:00, time: 0.860, data_time: 0.002, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7773, loss_cls: 1.9191, loss: 1.9191, grad_norm: 4.1976 2021-07-13 14:10:34,553 - mmaction - INFO - Epoch [197][1560/1879] lr: 1.295e-02, eta: 1 day, 2:51:42, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5539, top5_acc: 0.7875, loss_cls: 1.9025, loss: 1.9025, grad_norm: 4.2476 2021-07-13 14:10:51,439 - mmaction - INFO - Epoch [197][1580/1879] lr: 1.295e-02, eta: 1 day, 2:51:24, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5523, top5_acc: 0.7773, loss_cls: 1.9167, loss: 1.9167, grad_norm: 4.1897 2021-07-13 14:11:08,454 - mmaction - INFO - Epoch [197][1600/1879] lr: 1.295e-02, eta: 1 day, 2:51:06, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5422, top5_acc: 0.7660, loss_cls: 1.9569, loss: 1.9569, grad_norm: 4.1021 2021-07-13 14:11:25,582 - mmaction - INFO - Epoch [197][1620/1879] lr: 1.295e-02, eta: 1 day, 2:50:49, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7816, loss_cls: 1.9052, loss: 1.9052, grad_norm: 4.1030 2021-07-13 14:11:42,361 - mmaction - INFO - Epoch [197][1640/1879] lr: 1.295e-02, eta: 1 day, 2:50:31, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7613, loss_cls: 2.0063, loss: 2.0063, grad_norm: 4.2735 2021-07-13 14:11:59,258 - mmaction - INFO - Epoch [197][1660/1879] lr: 1.295e-02, eta: 1 day, 2:50:13, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.5625, top5_acc: 0.7641, loss_cls: 1.9438, loss: 1.9438, grad_norm: 4.1267 2021-07-13 14:12:16,219 - mmaction - INFO - Epoch [197][1680/1879] lr: 1.295e-02, eta: 1 day, 2:49:55, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7816, loss_cls: 1.9108, loss: 1.9108, grad_norm: 4.2293 2021-07-13 14:12:33,185 - mmaction - INFO - Epoch [197][1700/1879] lr: 1.295e-02, eta: 1 day, 2:49:37, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7730, loss_cls: 1.9343, loss: 1.9343, grad_norm: 4.2513 2021-07-13 14:12:50,242 - mmaction - INFO - Epoch [197][1720/1879] lr: 1.295e-02, eta: 1 day, 2:49:19, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7703, loss_cls: 1.9431, loss: 1.9431, grad_norm: 4.1781 2021-07-13 14:13:07,379 - mmaction - INFO - Epoch [197][1740/1879] lr: 1.295e-02, eta: 1 day, 2:49:02, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5578, top5_acc: 0.7793, loss_cls: 1.9298, loss: 1.9298, grad_norm: 4.1752 2021-07-13 14:13:24,245 - mmaction - INFO - Epoch [197][1760/1879] lr: 1.295e-02, eta: 1 day, 2:48:44, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5738, top5_acc: 0.7980, loss_cls: 1.8506, loss: 1.8506, grad_norm: 4.1801 2021-07-13 14:13:41,197 - mmaction - INFO - Epoch [197][1780/1879] lr: 1.295e-02, eta: 1 day, 2:48:26, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5652, top5_acc: 0.7840, loss_cls: 1.8751, loss: 1.8751, grad_norm: 4.1758 2021-07-13 14:13:58,029 - mmaction - INFO - Epoch [197][1800/1879] lr: 1.295e-02, eta: 1 day, 2:48:08, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5402, top5_acc: 0.7598, loss_cls: 1.9893, loss: 1.9893, grad_norm: 4.2994 2021-07-13 14:14:14,965 - mmaction - INFO - Epoch [197][1820/1879] lr: 1.295e-02, eta: 1 day, 2:47:50, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5590, top5_acc: 0.7715, loss_cls: 1.9067, loss: 1.9067, grad_norm: 4.1501 2021-07-13 14:14:32,119 - mmaction - INFO - Epoch [197][1840/1879] lr: 1.295e-02, eta: 1 day, 2:47:33, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5645, top5_acc: 0.7742, loss_cls: 1.9293, loss: 1.9293, grad_norm: 4.1985 2021-07-13 14:14:48,989 - mmaction - INFO - Epoch [197][1860/1879] lr: 1.295e-02, eta: 1 day, 2:47:15, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7766, loss_cls: 1.9487, loss: 1.9487, grad_norm: 4.1929 2021-07-13 14:16:01,156 - mmaction - INFO - Epoch [198][20/1879] lr: 1.254e-02, eta: 1 day, 2:47:02, time: 2.788, data_time: 1.767, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7766, loss_cls: 1.9510, loss: 1.9510, grad_norm: 4.2379 2021-07-13 14:16:17,748 - mmaction - INFO - Epoch [198][40/1879] lr: 1.254e-02, eta: 1 day, 2:46:44, time: 0.830, data_time: 0.006, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7914, loss_cls: 1.8366, loss: 1.8366, grad_norm: 4.2058 2021-07-13 14:16:34,650 - mmaction - INFO - Epoch [198][60/1879] lr: 1.254e-02, eta: 1 day, 2:46:26, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.5539, top5_acc: 0.7836, loss_cls: 1.9036, loss: 1.9036, grad_norm: 4.2113 2021-07-13 14:16:51,290 - mmaction - INFO - Epoch [198][80/1879] lr: 1.254e-02, eta: 1 day, 2:46:08, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.5711, top5_acc: 0.7656, loss_cls: 1.8962, loss: 1.8962, grad_norm: 4.2121 2021-07-13 14:17:08,358 - mmaction - INFO - Epoch [198][100/1879] lr: 1.254e-02, eta: 1 day, 2:45:50, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5695, top5_acc: 0.7840, loss_cls: 1.8503, loss: 1.8503, grad_norm: 4.1700 2021-07-13 14:17:25,392 - mmaction - INFO - Epoch [198][120/1879] lr: 1.254e-02, eta: 1 day, 2:45:32, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7535, loss_cls: 2.0045, loss: 2.0045, grad_norm: 4.3255 2021-07-13 14:17:42,211 - mmaction - INFO - Epoch [198][140/1879] lr: 1.254e-02, eta: 1 day, 2:45:14, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.5676, top5_acc: 0.7836, loss_cls: 1.8695, loss: 1.8695, grad_norm: 4.1445 2021-07-13 14:17:59,119 - mmaction - INFO - Epoch [198][160/1879] lr: 1.254e-02, eta: 1 day, 2:44:56, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5645, top5_acc: 0.7820, loss_cls: 1.8553, loss: 1.8553, grad_norm: 4.2394 2021-07-13 14:18:16,223 - mmaction - INFO - Epoch [198][180/1879] lr: 1.254e-02, eta: 1 day, 2:44:39, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5535, top5_acc: 0.7793, loss_cls: 1.9017, loss: 1.9017, grad_norm: 4.2133 2021-07-13 14:18:33,119 - mmaction - INFO - Epoch [198][200/1879] lr: 1.254e-02, eta: 1 day, 2:44:21, time: 0.846, data_time: 0.007, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7695, loss_cls: 1.8778, loss: 1.8778, grad_norm: 4.1987 2021-07-13 14:18:50,072 - mmaction - INFO - Epoch [198][220/1879] lr: 1.254e-02, eta: 1 day, 2:44:03, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5719, top5_acc: 0.7801, loss_cls: 1.8978, loss: 1.8978, grad_norm: 4.2706 2021-07-13 14:19:07,099 - mmaction - INFO - Epoch [198][240/1879] lr: 1.254e-02, eta: 1 day, 2:43:45, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.5516, top5_acc: 0.7746, loss_cls: 1.9462, loss: 1.9462, grad_norm: 4.2449 2021-07-13 14:19:24,001 - mmaction - INFO - Epoch [198][260/1879] lr: 1.254e-02, eta: 1 day, 2:43:27, time: 0.846, data_time: 0.008, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7746, loss_cls: 1.8872, loss: 1.8872, grad_norm: 4.1602 2021-07-13 14:19:40,809 - mmaction - INFO - Epoch [198][280/1879] lr: 1.254e-02, eta: 1 day, 2:43:09, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7805, loss_cls: 1.8928, loss: 1.8928, grad_norm: 4.2896 2021-07-13 14:19:57,980 - mmaction - INFO - Epoch [198][300/1879] lr: 1.254e-02, eta: 1 day, 2:42:52, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5523, top5_acc: 0.7820, loss_cls: 1.9090, loss: 1.9090, grad_norm: 4.2719 2021-07-13 14:20:15,266 - mmaction - INFO - Epoch [198][320/1879] lr: 1.254e-02, eta: 1 day, 2:42:34, time: 0.864, data_time: 0.003, memory: 6454, top1_acc: 0.5695, top5_acc: 0.7918, loss_cls: 1.8434, loss: 1.8434, grad_norm: 4.2705 2021-07-13 14:20:32,213 - mmaction - INFO - Epoch [198][340/1879] lr: 1.254e-02, eta: 1 day, 2:42:17, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5535, top5_acc: 0.7789, loss_cls: 1.9106, loss: 1.9106, grad_norm: 4.3147 2021-07-13 14:20:49,103 - mmaction - INFO - Epoch [198][360/1879] lr: 1.254e-02, eta: 1 day, 2:41:59, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5707, top5_acc: 0.7836, loss_cls: 1.8776, loss: 1.8776, grad_norm: 4.1364 2021-07-13 14:21:05,997 - mmaction - INFO - Epoch [198][380/1879] lr: 1.254e-02, eta: 1 day, 2:41:41, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5855, top5_acc: 0.7953, loss_cls: 1.7956, loss: 1.7956, grad_norm: 4.1096 2021-07-13 14:21:22,855 - mmaction - INFO - Epoch [198][400/1879] lr: 1.254e-02, eta: 1 day, 2:41:23, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5742, top5_acc: 0.7797, loss_cls: 1.8525, loss: 1.8525, grad_norm: 4.1352 2021-07-13 14:21:39,763 - mmaction - INFO - Epoch [198][420/1879] lr: 1.254e-02, eta: 1 day, 2:41:05, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5660, top5_acc: 0.7734, loss_cls: 1.8902, loss: 1.8902, grad_norm: 4.2878 2021-07-13 14:21:56,814 - mmaction - INFO - Epoch [198][440/1879] lr: 1.254e-02, eta: 1 day, 2:40:47, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7816, loss_cls: 1.8932, loss: 1.8932, grad_norm: 4.2774 2021-07-13 14:22:13,997 - mmaction - INFO - Epoch [198][460/1879] lr: 1.254e-02, eta: 1 day, 2:40:30, time: 0.859, data_time: 0.001, memory: 6454, top1_acc: 0.5734, top5_acc: 0.7859, loss_cls: 1.8311, loss: 1.8311, grad_norm: 4.2091 2021-07-13 14:22:30,829 - mmaction - INFO - Epoch [198][480/1879] lr: 1.254e-02, eta: 1 day, 2:40:12, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5637, top5_acc: 0.7785, loss_cls: 1.8357, loss: 1.8357, grad_norm: 4.2060 2021-07-13 14:22:47,446 - mmaction - INFO - Epoch [198][500/1879] lr: 1.254e-02, eta: 1 day, 2:39:54, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.5551, top5_acc: 0.7773, loss_cls: 1.9000, loss: 1.9000, grad_norm: 4.4315 2021-07-13 14:23:04,474 - mmaction - INFO - Epoch [198][520/1879] lr: 1.254e-02, eta: 1 day, 2:39:36, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7871, loss_cls: 1.8829, loss: 1.8829, grad_norm: 4.3453 2021-07-13 14:23:21,343 - mmaction - INFO - Epoch [198][540/1879] lr: 1.254e-02, eta: 1 day, 2:39:18, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5660, top5_acc: 0.7688, loss_cls: 1.9194, loss: 1.9194, grad_norm: 4.2670 2021-07-13 14:23:38,383 - mmaction - INFO - Epoch [198][560/1879] lr: 1.254e-02, eta: 1 day, 2:39:00, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7762, loss_cls: 1.8869, loss: 1.8869, grad_norm: 4.2785 2021-07-13 14:23:55,500 - mmaction - INFO - Epoch [198][580/1879] lr: 1.254e-02, eta: 1 day, 2:38:42, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.5359, top5_acc: 0.7656, loss_cls: 1.9763, loss: 1.9763, grad_norm: 4.4237 2021-07-13 14:24:12,524 - mmaction - INFO - Epoch [198][600/1879] lr: 1.254e-02, eta: 1 day, 2:38:25, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5672, top5_acc: 0.7820, loss_cls: 1.8428, loss: 1.8428, grad_norm: 4.3201 2021-07-13 14:24:29,423 - mmaction - INFO - Epoch [198][620/1879] lr: 1.254e-02, eta: 1 day, 2:38:07, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5773, top5_acc: 0.7937, loss_cls: 1.8101, loss: 1.8101, grad_norm: 4.2318 2021-07-13 14:24:46,297 - mmaction - INFO - Epoch [198][640/1879] lr: 1.254e-02, eta: 1 day, 2:37:49, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7703, loss_cls: 1.9150, loss: 1.9150, grad_norm: 4.2751 2021-07-13 14:25:03,419 - mmaction - INFO - Epoch [198][660/1879] lr: 1.254e-02, eta: 1 day, 2:37:31, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.5426, top5_acc: 0.7695, loss_cls: 1.9320, loss: 1.9320, grad_norm: 4.3273 2021-07-13 14:25:20,288 - mmaction - INFO - Epoch [198][680/1879] lr: 1.254e-02, eta: 1 day, 2:37:13, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7758, loss_cls: 1.9045, loss: 1.9045, grad_norm: 4.2501 2021-07-13 14:25:37,301 - mmaction - INFO - Epoch [198][700/1879] lr: 1.254e-02, eta: 1 day, 2:36:56, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7715, loss_cls: 1.9247, loss: 1.9247, grad_norm: 4.3026 2021-07-13 14:25:54,145 - mmaction - INFO - Epoch [198][720/1879] lr: 1.254e-02, eta: 1 day, 2:36:38, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5551, top5_acc: 0.7785, loss_cls: 1.9146, loss: 1.9146, grad_norm: 4.2360 2021-07-13 14:26:10,792 - mmaction - INFO - Epoch [198][740/1879] lr: 1.254e-02, eta: 1 day, 2:36:20, time: 0.831, data_time: 0.001, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7785, loss_cls: 1.9384, loss: 1.9384, grad_norm: 4.2231 2021-07-13 14:26:27,892 - mmaction - INFO - Epoch [198][760/1879] lr: 1.254e-02, eta: 1 day, 2:36:02, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5461, top5_acc: 0.7621, loss_cls: 1.9554, loss: 1.9554, grad_norm: 4.2843 2021-07-13 14:26:44,910 - mmaction - INFO - Epoch [198][780/1879] lr: 1.254e-02, eta: 1 day, 2:35:44, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5621, top5_acc: 0.7785, loss_cls: 1.8916, loss: 1.8916, grad_norm: 4.1979 2021-07-13 14:27:01,785 - mmaction - INFO - Epoch [198][800/1879] lr: 1.254e-02, eta: 1 day, 2:35:26, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5379, top5_acc: 0.7508, loss_cls: 2.0087, loss: 2.0087, grad_norm: 4.3481 2021-07-13 14:27:18,758 - mmaction - INFO - Epoch [198][820/1879] lr: 1.254e-02, eta: 1 day, 2:35:08, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5484, top5_acc: 0.7691, loss_cls: 1.9506, loss: 1.9506, grad_norm: 4.3474 2021-07-13 14:27:35,707 - mmaction - INFO - Epoch [198][840/1879] lr: 1.254e-02, eta: 1 day, 2:34:51, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5621, top5_acc: 0.7828, loss_cls: 1.8891, loss: 1.8891, grad_norm: 4.2416 2021-07-13 14:27:52,784 - mmaction - INFO - Epoch [198][860/1879] lr: 1.254e-02, eta: 1 day, 2:34:33, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7762, loss_cls: 1.8748, loss: 1.8748, grad_norm: 4.3095 2021-07-13 14:28:09,514 - mmaction - INFO - Epoch [198][880/1879] lr: 1.254e-02, eta: 1 day, 2:34:15, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7660, loss_cls: 1.9042, loss: 1.9042, grad_norm: 4.2320 2021-07-13 14:28:26,563 - mmaction - INFO - Epoch [198][900/1879] lr: 1.254e-02, eta: 1 day, 2:33:57, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7918, loss_cls: 1.8692, loss: 1.8692, grad_norm: 4.2591 2021-07-13 14:28:43,196 - mmaction - INFO - Epoch [198][920/1879] lr: 1.254e-02, eta: 1 day, 2:33:39, time: 0.832, data_time: 0.002, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7766, loss_cls: 1.9013, loss: 1.9013, grad_norm: 4.2688 2021-07-13 14:29:00,085 - mmaction - INFO - Epoch [198][940/1879] lr: 1.254e-02, eta: 1 day, 2:33:21, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5770, top5_acc: 0.7781, loss_cls: 1.8744, loss: 1.8744, grad_norm: 4.1889 2021-07-13 14:29:17,116 - mmaction - INFO - Epoch [198][960/1879] lr: 1.254e-02, eta: 1 day, 2:33:03, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5484, top5_acc: 0.7609, loss_cls: 1.9956, loss: 1.9956, grad_norm: 4.3235 2021-07-13 14:29:33,935 - mmaction - INFO - Epoch [198][980/1879] lr: 1.254e-02, eta: 1 day, 2:32:46, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5613, top5_acc: 0.7777, loss_cls: 1.9115, loss: 1.9115, grad_norm: 4.3244 2021-07-13 14:29:51,131 - mmaction - INFO - Epoch [198][1000/1879] lr: 1.254e-02, eta: 1 day, 2:32:28, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.5687, top5_acc: 0.7832, loss_cls: 1.8701, loss: 1.8701, grad_norm: 4.2742 2021-07-13 14:30:08,292 - mmaction - INFO - Epoch [198][1020/1879] lr: 1.254e-02, eta: 1 day, 2:32:10, time: 0.859, data_time: 0.002, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7887, loss_cls: 1.8976, loss: 1.8976, grad_norm: 4.2724 2021-07-13 14:30:25,310 - mmaction - INFO - Epoch [198][1040/1879] lr: 1.254e-02, eta: 1 day, 2:31:53, time: 0.848, data_time: 0.000, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7723, loss_cls: 1.9755, loss: 1.9755, grad_norm: 4.2659 2021-07-13 14:30:42,351 - mmaction - INFO - Epoch [198][1060/1879] lr: 1.254e-02, eta: 1 day, 2:31:35, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5785, top5_acc: 0.8004, loss_cls: 1.8055, loss: 1.8055, grad_norm: 4.0565 2021-07-13 14:30:59,323 - mmaction - INFO - Epoch [198][1080/1879] lr: 1.254e-02, eta: 1 day, 2:31:17, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5641, top5_acc: 0.7789, loss_cls: 1.8994, loss: 1.8994, grad_norm: 4.2248 2021-07-13 14:31:16,522 - mmaction - INFO - Epoch [198][1100/1879] lr: 1.254e-02, eta: 1 day, 2:30:59, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.5523, top5_acc: 0.7746, loss_cls: 1.9310, loss: 1.9310, grad_norm: 4.1372 2021-07-13 14:31:33,859 - mmaction - INFO - Epoch [198][1120/1879] lr: 1.254e-02, eta: 1 day, 2:30:42, time: 0.866, data_time: 0.001, memory: 6454, top1_acc: 0.5629, top5_acc: 0.7801, loss_cls: 1.8836, loss: 1.8836, grad_norm: 4.1984 2021-07-13 14:31:51,021 - mmaction - INFO - Epoch [198][1140/1879] lr: 1.254e-02, eta: 1 day, 2:30:24, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7793, loss_cls: 1.8886, loss: 1.8886, grad_norm: 4.1947 2021-07-13 14:32:07,923 - mmaction - INFO - Epoch [198][1160/1879] lr: 1.254e-02, eta: 1 day, 2:30:07, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5355, top5_acc: 0.7758, loss_cls: 2.0018, loss: 2.0018, grad_norm: 4.4060 2021-07-13 14:32:24,964 - mmaction - INFO - Epoch [198][1180/1879] lr: 1.254e-02, eta: 1 day, 2:29:49, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7742, loss_cls: 1.9549, loss: 1.9549, grad_norm: 4.2178 2021-07-13 14:32:41,919 - mmaction - INFO - Epoch [198][1200/1879] lr: 1.254e-02, eta: 1 day, 2:29:31, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5469, top5_acc: 0.7703, loss_cls: 1.9418, loss: 1.9418, grad_norm: 4.2182 2021-07-13 14:32:58,747 - mmaction - INFO - Epoch [198][1220/1879] lr: 1.254e-02, eta: 1 day, 2:29:13, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5613, top5_acc: 0.7789, loss_cls: 1.8927, loss: 1.8927, grad_norm: 4.2291 2021-07-13 14:33:15,765 - mmaction - INFO - Epoch [198][1240/1879] lr: 1.254e-02, eta: 1 day, 2:28:55, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7559, loss_cls: 1.9615, loss: 1.9615, grad_norm: 4.3975 2021-07-13 14:33:32,977 - mmaction - INFO - Epoch [198][1260/1879] lr: 1.254e-02, eta: 1 day, 2:28:38, time: 0.863, data_time: 0.004, memory: 6454, top1_acc: 0.5437, top5_acc: 0.7723, loss_cls: 1.9466, loss: 1.9466, grad_norm: 4.1918 2021-07-13 14:33:50,104 - mmaction - INFO - Epoch [198][1280/1879] lr: 1.254e-02, eta: 1 day, 2:28:20, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7711, loss_cls: 1.9276, loss: 1.9276, grad_norm: 4.2659 2021-07-13 14:34:06,976 - mmaction - INFO - Epoch [198][1300/1879] lr: 1.254e-02, eta: 1 day, 2:28:02, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5477, top5_acc: 0.7742, loss_cls: 1.9372, loss: 1.9372, grad_norm: 4.3187 2021-07-13 14:34:23,988 - mmaction - INFO - Epoch [198][1320/1879] lr: 1.254e-02, eta: 1 day, 2:27:44, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.5687, top5_acc: 0.7715, loss_cls: 1.8780, loss: 1.8780, grad_norm: 4.1449 2021-07-13 14:34:41,003 - mmaction - INFO - Epoch [198][1340/1879] lr: 1.254e-02, eta: 1 day, 2:27:27, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5621, top5_acc: 0.7746, loss_cls: 1.9106, loss: 1.9106, grad_norm: 4.1773 2021-07-13 14:34:57,971 - mmaction - INFO - Epoch [198][1360/1879] lr: 1.254e-02, eta: 1 day, 2:27:09, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5609, top5_acc: 0.7715, loss_cls: 1.8988, loss: 1.8988, grad_norm: 4.2251 2021-07-13 14:35:14,866 - mmaction - INFO - Epoch [198][1380/1879] lr: 1.254e-02, eta: 1 day, 2:26:51, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5730, top5_acc: 0.7805, loss_cls: 1.8812, loss: 1.8812, grad_norm: 4.0974 2021-07-13 14:35:32,049 - mmaction - INFO - Epoch [198][1400/1879] lr: 1.254e-02, eta: 1 day, 2:26:33, time: 0.858, data_time: 0.002, memory: 6454, top1_acc: 0.5414, top5_acc: 0.7664, loss_cls: 1.9641, loss: 1.9641, grad_norm: 4.3369 2021-07-13 14:35:49,096 - mmaction - INFO - Epoch [198][1420/1879] lr: 1.254e-02, eta: 1 day, 2:26:16, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5543, top5_acc: 0.7617, loss_cls: 1.9719, loss: 1.9719, grad_norm: 4.2496 2021-07-13 14:36:05,815 - mmaction - INFO - Epoch [198][1440/1879] lr: 1.254e-02, eta: 1 day, 2:25:58, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.5621, top5_acc: 0.7762, loss_cls: 1.8848, loss: 1.8848, grad_norm: 4.1324 2021-07-13 14:36:22,740 - mmaction - INFO - Epoch [198][1460/1879] lr: 1.254e-02, eta: 1 day, 2:25:40, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5824, top5_acc: 0.7918, loss_cls: 1.8417, loss: 1.8417, grad_norm: 4.2234 2021-07-13 14:36:39,788 - mmaction - INFO - Epoch [198][1480/1879] lr: 1.254e-02, eta: 1 day, 2:25:22, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7645, loss_cls: 1.9843, loss: 1.9843, grad_norm: 4.4034 2021-07-13 14:36:56,933 - mmaction - INFO - Epoch [198][1500/1879] lr: 1.254e-02, eta: 1 day, 2:25:05, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5578, top5_acc: 0.7750, loss_cls: 1.9107, loss: 1.9107, grad_norm: 4.1601 2021-07-13 14:37:13,811 - mmaction - INFO - Epoch [198][1520/1879] lr: 1.254e-02, eta: 1 day, 2:24:47, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7805, loss_cls: 1.8710, loss: 1.8710, grad_norm: 4.2233 2021-07-13 14:37:30,819 - mmaction - INFO - Epoch [198][1540/1879] lr: 1.254e-02, eta: 1 day, 2:24:29, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5621, top5_acc: 0.7848, loss_cls: 1.8909, loss: 1.8909, grad_norm: 4.2319 2021-07-13 14:37:47,961 - mmaction - INFO - Epoch [198][1560/1879] lr: 1.254e-02, eta: 1 day, 2:24:11, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7703, loss_cls: 1.9292, loss: 1.9292, grad_norm: 4.1568 2021-07-13 14:38:04,450 - mmaction - INFO - Epoch [198][1580/1879] lr: 1.254e-02, eta: 1 day, 2:23:53, time: 0.824, data_time: 0.001, memory: 6454, top1_acc: 0.5625, top5_acc: 0.7676, loss_cls: 1.9206, loss: 1.9206, grad_norm: 4.2446 2021-07-13 14:38:21,545 - mmaction - INFO - Epoch [198][1600/1879] lr: 1.254e-02, eta: 1 day, 2:23:35, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5590, top5_acc: 0.7750, loss_cls: 1.9355, loss: 1.9355, grad_norm: 4.2169 2021-07-13 14:38:38,743 - mmaction - INFO - Epoch [198][1620/1879] lr: 1.254e-02, eta: 1 day, 2:23:18, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.5590, top5_acc: 0.7805, loss_cls: 1.9042, loss: 1.9042, grad_norm: 4.2569 2021-07-13 14:38:55,660 - mmaction - INFO - Epoch [198][1640/1879] lr: 1.254e-02, eta: 1 day, 2:23:00, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7832, loss_cls: 1.8598, loss: 1.8598, grad_norm: 4.2423 2021-07-13 14:39:12,594 - mmaction - INFO - Epoch [198][1660/1879] lr: 1.254e-02, eta: 1 day, 2:22:42, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7898, loss_cls: 1.9004, loss: 1.9004, grad_norm: 4.4125 2021-07-13 14:39:29,736 - mmaction - INFO - Epoch [198][1680/1879] lr: 1.254e-02, eta: 1 day, 2:22:24, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7703, loss_cls: 1.9243, loss: 1.9243, grad_norm: 4.3182 2021-07-13 14:39:46,858 - mmaction - INFO - Epoch [198][1700/1879] lr: 1.254e-02, eta: 1 day, 2:22:07, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7711, loss_cls: 1.9726, loss: 1.9726, grad_norm: 4.3306 2021-07-13 14:40:03,828 - mmaction - INFO - Epoch [198][1720/1879] lr: 1.254e-02, eta: 1 day, 2:21:49, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7785, loss_cls: 1.9418, loss: 1.9418, grad_norm: 4.3592 2021-07-13 14:40:20,839 - mmaction - INFO - Epoch [198][1740/1879] lr: 1.254e-02, eta: 1 day, 2:21:31, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.5578, top5_acc: 0.7766, loss_cls: 1.8993, loss: 1.8993, grad_norm: 4.2635 2021-07-13 14:40:38,029 - mmaction - INFO - Epoch [198][1760/1879] lr: 1.254e-02, eta: 1 day, 2:21:14, time: 0.859, data_time: 0.007, memory: 6454, top1_acc: 0.5508, top5_acc: 0.7684, loss_cls: 1.9392, loss: 1.9392, grad_norm: 4.2178 2021-07-13 14:40:54,775 - mmaction - INFO - Epoch [198][1780/1879] lr: 1.254e-02, eta: 1 day, 2:20:56, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.5746, top5_acc: 0.7973, loss_cls: 1.8341, loss: 1.8341, grad_norm: 4.2817 2021-07-13 14:41:11,741 - mmaction - INFO - Epoch [198][1800/1879] lr: 1.254e-02, eta: 1 day, 2:20:38, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7656, loss_cls: 1.9476, loss: 1.9476, grad_norm: 4.3220 2021-07-13 14:41:28,878 - mmaction - INFO - Epoch [198][1820/1879] lr: 1.254e-02, eta: 1 day, 2:20:20, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7648, loss_cls: 1.9595, loss: 1.9595, grad_norm: 4.2148 2021-07-13 14:41:46,119 - mmaction - INFO - Epoch [198][1840/1879] lr: 1.254e-02, eta: 1 day, 2:20:03, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7684, loss_cls: 1.9778, loss: 1.9778, grad_norm: 4.3114 2021-07-13 14:42:02,885 - mmaction - INFO - Epoch [198][1860/1879] lr: 1.254e-02, eta: 1 day, 2:19:45, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5578, top5_acc: 0.7730, loss_cls: 1.9441, loss: 1.9441, grad_norm: 4.2595 2021-07-13 14:43:14,888 - mmaction - INFO - Epoch [199][20/1879] lr: 1.214e-02, eta: 1 day, 2:19:31, time: 2.784, data_time: 1.759, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7855, loss_cls: 1.8597, loss: 1.8597, grad_norm: 4.1582 2021-07-13 14:43:31,329 - mmaction - INFO - Epoch [199][40/1879] lr: 1.214e-02, eta: 1 day, 2:19:13, time: 0.823, data_time: 0.004, memory: 6454, top1_acc: 0.5777, top5_acc: 0.7953, loss_cls: 1.7788, loss: 1.7788, grad_norm: 4.1251 2021-07-13 14:43:47,923 - mmaction - INFO - Epoch [199][60/1879] lr: 1.214e-02, eta: 1 day, 2:18:55, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.5711, top5_acc: 0.7758, loss_cls: 1.8749, loss: 1.8749, grad_norm: 4.2399 2021-07-13 14:44:04,890 - mmaction - INFO - Epoch [199][80/1879] lr: 1.214e-02, eta: 1 day, 2:18:37, time: 0.850, data_time: 0.007, memory: 6454, top1_acc: 0.5590, top5_acc: 0.7832, loss_cls: 1.8684, loss: 1.8684, grad_norm: 4.2648 2021-07-13 14:44:21,922 - mmaction - INFO - Epoch [199][100/1879] lr: 1.214e-02, eta: 1 day, 2:18:19, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7871, loss_cls: 1.8949, loss: 1.8949, grad_norm: 4.3913 2021-07-13 14:44:38,757 - mmaction - INFO - Epoch [199][120/1879] lr: 1.214e-02, eta: 1 day, 2:18:01, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7754, loss_cls: 1.9171, loss: 1.9171, grad_norm: 4.2732 2021-07-13 14:44:55,945 - mmaction - INFO - Epoch [199][140/1879] lr: 1.214e-02, eta: 1 day, 2:17:44, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.5582, top5_acc: 0.7777, loss_cls: 1.8940, loss: 1.8940, grad_norm: 4.1864 2021-07-13 14:45:13,004 - mmaction - INFO - Epoch [199][160/1879] lr: 1.214e-02, eta: 1 day, 2:17:26, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.8436, loss: 1.8436, grad_norm: 4.2983 2021-07-13 14:45:29,917 - mmaction - INFO - Epoch [199][180/1879] lr: 1.214e-02, eta: 1 day, 2:17:08, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5527, top5_acc: 0.7680, loss_cls: 1.9094, loss: 1.9094, grad_norm: 4.2397 2021-07-13 14:45:46,948 - mmaction - INFO - Epoch [199][200/1879] lr: 1.214e-02, eta: 1 day, 2:16:51, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5734, top5_acc: 0.7828, loss_cls: 1.8592, loss: 1.8592, grad_norm: 4.1327 2021-07-13 14:46:03,949 - mmaction - INFO - Epoch [199][220/1879] lr: 1.214e-02, eta: 1 day, 2:16:33, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5691, top5_acc: 0.7867, loss_cls: 1.8712, loss: 1.8712, grad_norm: 4.2891 2021-07-13 14:46:21,052 - mmaction - INFO - Epoch [199][240/1879] lr: 1.214e-02, eta: 1 day, 2:16:15, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7719, loss_cls: 1.9234, loss: 1.9234, grad_norm: 4.2319 2021-07-13 14:46:38,030 - mmaction - INFO - Epoch [199][260/1879] lr: 1.214e-02, eta: 1 day, 2:15:57, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5645, top5_acc: 0.7848, loss_cls: 1.8618, loss: 1.8618, grad_norm: 4.1493 2021-07-13 14:46:55,348 - mmaction - INFO - Epoch [199][280/1879] lr: 1.214e-02, eta: 1 day, 2:15:40, time: 0.864, data_time: 0.003, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7914, loss_cls: 1.8025, loss: 1.8025, grad_norm: 4.2232 2021-07-13 14:47:12,001 - mmaction - INFO - Epoch [199][300/1879] lr: 1.214e-02, eta: 1 day, 2:15:22, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.5484, top5_acc: 0.7703, loss_cls: 1.9266, loss: 1.9266, grad_norm: 4.3200 2021-07-13 14:47:29,139 - mmaction - INFO - Epoch [199][320/1879] lr: 1.214e-02, eta: 1 day, 2:15:04, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.5645, top5_acc: 0.7797, loss_cls: 1.8794, loss: 1.8794, grad_norm: 4.2369 2021-07-13 14:47:46,133 - mmaction - INFO - Epoch [199][340/1879] lr: 1.214e-02, eta: 1 day, 2:14:46, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5699, top5_acc: 0.7730, loss_cls: 1.8944, loss: 1.8944, grad_norm: 4.2674 2021-07-13 14:48:03,031 - mmaction - INFO - Epoch [199][360/1879] lr: 1.214e-02, eta: 1 day, 2:14:29, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7836, loss_cls: 1.8320, loss: 1.8320, grad_norm: 4.2998 2021-07-13 14:48:19,773 - mmaction - INFO - Epoch [199][380/1879] lr: 1.214e-02, eta: 1 day, 2:14:10, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7688, loss_cls: 1.9382, loss: 1.9382, grad_norm: 4.3519 2021-07-13 14:48:36,844 - mmaction - INFO - Epoch [199][400/1879] lr: 1.214e-02, eta: 1 day, 2:13:53, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5668, top5_acc: 0.7867, loss_cls: 1.8571, loss: 1.8571, grad_norm: 4.2222 2021-07-13 14:48:53,622 - mmaction - INFO - Epoch [199][420/1879] lr: 1.214e-02, eta: 1 day, 2:13:35, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7758, loss_cls: 1.9083, loss: 1.9083, grad_norm: 4.3431 2021-07-13 14:49:10,557 - mmaction - INFO - Epoch [199][440/1879] lr: 1.214e-02, eta: 1 day, 2:13:17, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5699, top5_acc: 0.7891, loss_cls: 1.8408, loss: 1.8408, grad_norm: 4.2035 2021-07-13 14:49:27,285 - mmaction - INFO - Epoch [199][460/1879] lr: 1.214e-02, eta: 1 day, 2:12:59, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5617, top5_acc: 0.7762, loss_cls: 1.9091, loss: 1.9091, grad_norm: 4.2581 2021-07-13 14:49:44,280 - mmaction - INFO - Epoch [199][480/1879] lr: 1.214e-02, eta: 1 day, 2:12:41, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5551, top5_acc: 0.7703, loss_cls: 1.9417, loss: 1.9417, grad_norm: 4.3396 2021-07-13 14:50:01,033 - mmaction - INFO - Epoch [199][500/1879] lr: 1.214e-02, eta: 1 day, 2:12:23, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7707, loss_cls: 1.9161, loss: 1.9161, grad_norm: 4.2865 2021-07-13 14:50:17,730 - mmaction - INFO - Epoch [199][520/1879] lr: 1.214e-02, eta: 1 day, 2:12:05, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.5754, top5_acc: 0.7926, loss_cls: 1.8465, loss: 1.8465, grad_norm: 4.2520 2021-07-13 14:50:34,811 - mmaction - INFO - Epoch [199][540/1879] lr: 1.214e-02, eta: 1 day, 2:11:48, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5801, top5_acc: 0.7887, loss_cls: 1.8438, loss: 1.8438, grad_norm: 4.2580 2021-07-13 14:50:51,972 - mmaction - INFO - Epoch [199][560/1879] lr: 1.214e-02, eta: 1 day, 2:11:30, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7801, loss_cls: 1.8711, loss: 1.8711, grad_norm: 4.2931 2021-07-13 14:51:08,977 - mmaction - INFO - Epoch [199][580/1879] lr: 1.214e-02, eta: 1 day, 2:11:12, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7797, loss_cls: 1.9141, loss: 1.9141, grad_norm: 4.3970 2021-07-13 14:51:25,882 - mmaction - INFO - Epoch [199][600/1879] lr: 1.214e-02, eta: 1 day, 2:10:54, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7812, loss_cls: 1.8707, loss: 1.8707, grad_norm: 4.2874 2021-07-13 14:51:42,473 - mmaction - INFO - Epoch [199][620/1879] lr: 1.214e-02, eta: 1 day, 2:10:36, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.5652, top5_acc: 0.7824, loss_cls: 1.8739, loss: 1.8739, grad_norm: 4.1932 2021-07-13 14:51:59,384 - mmaction - INFO - Epoch [199][640/1879] lr: 1.214e-02, eta: 1 day, 2:10:18, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7844, loss_cls: 1.8915, loss: 1.8915, grad_norm: 4.2451 2021-07-13 14:52:16,411 - mmaction - INFO - Epoch [199][660/1879] lr: 1.214e-02, eta: 1 day, 2:10:01, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5625, top5_acc: 0.7738, loss_cls: 1.8912, loss: 1.8912, grad_norm: 4.2606 2021-07-13 14:52:33,291 - mmaction - INFO - Epoch [199][680/1879] lr: 1.214e-02, eta: 1 day, 2:09:43, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5633, top5_acc: 0.7652, loss_cls: 1.9040, loss: 1.9040, grad_norm: 4.2798 2021-07-13 14:52:50,114 - mmaction - INFO - Epoch [199][700/1879] lr: 1.214e-02, eta: 1 day, 2:09:25, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7773, loss_cls: 1.8925, loss: 1.8925, grad_norm: 4.2336 2021-07-13 14:53:07,033 - mmaction - INFO - Epoch [199][720/1879] lr: 1.214e-02, eta: 1 day, 2:09:07, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5508, top5_acc: 0.7715, loss_cls: 1.9239, loss: 1.9239, grad_norm: 4.2938 2021-07-13 14:53:24,161 - mmaction - INFO - Epoch [199][740/1879] lr: 1.214e-02, eta: 1 day, 2:08:49, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7703, loss_cls: 1.9267, loss: 1.9267, grad_norm: 4.3793 2021-07-13 14:53:41,087 - mmaction - INFO - Epoch [199][760/1879] lr: 1.214e-02, eta: 1 day, 2:08:32, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5500, top5_acc: 0.7617, loss_cls: 1.9506, loss: 1.9506, grad_norm: 4.3327 2021-07-13 14:53:57,933 - mmaction - INFO - Epoch [199][780/1879] lr: 1.214e-02, eta: 1 day, 2:08:14, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5527, top5_acc: 0.7672, loss_cls: 1.9663, loss: 1.9663, grad_norm: 4.2345 2021-07-13 14:54:14,992 - mmaction - INFO - Epoch [199][800/1879] lr: 1.214e-02, eta: 1 day, 2:07:56, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7672, loss_cls: 1.9658, loss: 1.9658, grad_norm: 4.2863 2021-07-13 14:54:31,967 - mmaction - INFO - Epoch [199][820/1879] lr: 1.214e-02, eta: 1 day, 2:07:38, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7707, loss_cls: 1.9445, loss: 1.9445, grad_norm: 4.2896 2021-07-13 14:54:48,994 - mmaction - INFO - Epoch [199][840/1879] lr: 1.214e-02, eta: 1 day, 2:07:20, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5578, top5_acc: 0.7684, loss_cls: 1.9324, loss: 1.9324, grad_norm: 4.3049 2021-07-13 14:55:06,029 - mmaction - INFO - Epoch [199][860/1879] lr: 1.214e-02, eta: 1 day, 2:07:03, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7766, loss_cls: 1.8723, loss: 1.8723, grad_norm: 4.2421 2021-07-13 14:55:23,101 - mmaction - INFO - Epoch [199][880/1879] lr: 1.214e-02, eta: 1 day, 2:06:45, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.5781, top5_acc: 0.7836, loss_cls: 1.8509, loss: 1.8509, grad_norm: 4.2413 2021-07-13 14:55:40,134 - mmaction - INFO - Epoch [199][900/1879] lr: 1.214e-02, eta: 1 day, 2:06:27, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7805, loss_cls: 1.8981, loss: 1.8981, grad_norm: 4.2041 2021-07-13 14:55:57,227 - mmaction - INFO - Epoch [199][920/1879] lr: 1.214e-02, eta: 1 day, 2:06:10, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.5648, top5_acc: 0.7703, loss_cls: 1.9186, loss: 1.9186, grad_norm: 4.3017 2021-07-13 14:56:14,300 - mmaction - INFO - Epoch [199][940/1879] lr: 1.214e-02, eta: 1 day, 2:05:52, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5582, top5_acc: 0.7738, loss_cls: 1.8973, loss: 1.8973, grad_norm: 4.1984 2021-07-13 14:56:31,389 - mmaction - INFO - Epoch [199][960/1879] lr: 1.214e-02, eta: 1 day, 2:05:34, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7922, loss_cls: 1.8656, loss: 1.8656, grad_norm: 4.3315 2021-07-13 14:56:48,200 - mmaction - INFO - Epoch [199][980/1879] lr: 1.214e-02, eta: 1 day, 2:05:16, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7820, loss_cls: 1.9137, loss: 1.9137, grad_norm: 4.2456 2021-07-13 14:57:05,144 - mmaction - INFO - Epoch [199][1000/1879] lr: 1.214e-02, eta: 1 day, 2:04:59, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7641, loss_cls: 1.9242, loss: 1.9242, grad_norm: 4.2946 2021-07-13 14:57:21,799 - mmaction - INFO - Epoch [199][1020/1879] lr: 1.214e-02, eta: 1 day, 2:04:41, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7742, loss_cls: 1.9285, loss: 1.9285, grad_norm: 4.3168 2021-07-13 14:57:38,893 - mmaction - INFO - Epoch [199][1040/1879] lr: 1.214e-02, eta: 1 day, 2:04:23, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5441, top5_acc: 0.7621, loss_cls: 1.9689, loss: 1.9689, grad_norm: 4.2860 2021-07-13 14:57:55,867 - mmaction - INFO - Epoch [199][1060/1879] lr: 1.214e-02, eta: 1 day, 2:04:05, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7840, loss_cls: 1.8575, loss: 1.8575, grad_norm: 4.1872 2021-07-13 14:58:12,658 - mmaction - INFO - Epoch [199][1080/1879] lr: 1.214e-02, eta: 1 day, 2:03:47, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.5414, top5_acc: 0.7676, loss_cls: 1.9462, loss: 1.9462, grad_norm: 4.3662 2021-07-13 14:58:29,708 - mmaction - INFO - Epoch [199][1100/1879] lr: 1.214e-02, eta: 1 day, 2:03:29, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7863, loss_cls: 1.8709, loss: 1.8709, grad_norm: 4.2829 2021-07-13 14:58:46,869 - mmaction - INFO - Epoch [199][1120/1879] lr: 1.214e-02, eta: 1 day, 2:03:12, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7770, loss_cls: 1.8976, loss: 1.8976, grad_norm: 4.3014 2021-07-13 14:59:03,654 - mmaction - INFO - Epoch [199][1140/1879] lr: 1.214e-02, eta: 1 day, 2:02:54, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5684, top5_acc: 0.7902, loss_cls: 1.8502, loss: 1.8502, grad_norm: 4.2213 2021-07-13 14:59:20,856 - mmaction - INFO - Epoch [199][1160/1879] lr: 1.214e-02, eta: 1 day, 2:02:36, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.5629, top5_acc: 0.7793, loss_cls: 1.9125, loss: 1.9125, grad_norm: 4.2962 2021-07-13 14:59:37,599 - mmaction - INFO - Epoch [199][1180/1879] lr: 1.214e-02, eta: 1 day, 2:02:18, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5617, top5_acc: 0.7758, loss_cls: 1.9030, loss: 1.9030, grad_norm: 4.2592 2021-07-13 14:59:54,593 - mmaction - INFO - Epoch [199][1200/1879] lr: 1.214e-02, eta: 1 day, 2:02:01, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5609, top5_acc: 0.7816, loss_cls: 1.8833, loss: 1.8833, grad_norm: 4.2046 2021-07-13 15:00:11,182 - mmaction - INFO - Epoch [199][1220/1879] lr: 1.214e-02, eta: 1 day, 2:01:42, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.5668, top5_acc: 0.7797, loss_cls: 1.8655, loss: 1.8655, grad_norm: 4.1687 2021-07-13 15:00:28,439 - mmaction - INFO - Epoch [199][1240/1879] lr: 1.214e-02, eta: 1 day, 2:01:25, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7809, loss_cls: 1.8913, loss: 1.8913, grad_norm: 4.3328 2021-07-13 15:00:45,580 - mmaction - INFO - Epoch [199][1260/1879] lr: 1.214e-02, eta: 1 day, 2:01:07, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.5586, top5_acc: 0.7773, loss_cls: 1.9023, loss: 1.9023, grad_norm: 4.3379 2021-07-13 15:01:02,778 - mmaction - INFO - Epoch [199][1280/1879] lr: 1.214e-02, eta: 1 day, 2:00:50, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7828, loss_cls: 1.8813, loss: 1.8813, grad_norm: 4.2379 2021-07-13 15:01:19,853 - mmaction - INFO - Epoch [199][1300/1879] lr: 1.214e-02, eta: 1 day, 2:00:32, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5461, top5_acc: 0.7688, loss_cls: 1.9470, loss: 1.9470, grad_norm: 4.2945 2021-07-13 15:01:36,926 - mmaction - INFO - Epoch [199][1320/1879] lr: 1.214e-02, eta: 1 day, 2:00:14, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5621, top5_acc: 0.7871, loss_cls: 1.8248, loss: 1.8248, grad_norm: 4.2868 2021-07-13 15:01:53,871 - mmaction - INFO - Epoch [199][1340/1879] lr: 1.214e-02, eta: 1 day, 1:59:57, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7797, loss_cls: 1.9092, loss: 1.9092, grad_norm: 4.3424 2021-07-13 15:02:10,925 - mmaction - INFO - Epoch [199][1360/1879] lr: 1.214e-02, eta: 1 day, 1:59:39, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5730, top5_acc: 0.7789, loss_cls: 1.8944, loss: 1.8944, grad_norm: 4.2206 2021-07-13 15:02:27,774 - mmaction - INFO - Epoch [199][1380/1879] lr: 1.214e-02, eta: 1 day, 1:59:21, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5684, top5_acc: 0.7863, loss_cls: 1.8500, loss: 1.8500, grad_norm: 4.2451 2021-07-13 15:02:44,650 - mmaction - INFO - Epoch [199][1400/1879] lr: 1.214e-02, eta: 1 day, 1:59:03, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5629, top5_acc: 0.7953, loss_cls: 1.8187, loss: 1.8187, grad_norm: 4.2686 2021-07-13 15:03:01,588 - mmaction - INFO - Epoch [199][1420/1879] lr: 1.214e-02, eta: 1 day, 1:58:45, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5645, top5_acc: 0.7828, loss_cls: 1.8953, loss: 1.8953, grad_norm: 4.2582 2021-07-13 15:03:18,339 - mmaction - INFO - Epoch [199][1440/1879] lr: 1.214e-02, eta: 1 day, 1:58:27, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5535, top5_acc: 0.7859, loss_cls: 1.8932, loss: 1.8932, grad_norm: 4.3043 2021-07-13 15:03:35,497 - mmaction - INFO - Epoch [199][1460/1879] lr: 1.214e-02, eta: 1 day, 1:58:10, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.5434, top5_acc: 0.7719, loss_cls: 1.9470, loss: 1.9470, grad_norm: 4.3642 2021-07-13 15:03:52,489 - mmaction - INFO - Epoch [199][1480/1879] lr: 1.214e-02, eta: 1 day, 1:57:52, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7699, loss_cls: 1.9504, loss: 1.9504, grad_norm: 4.3157 2021-07-13 15:04:09,314 - mmaction - INFO - Epoch [199][1500/1879] lr: 1.214e-02, eta: 1 day, 1:57:34, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7730, loss_cls: 1.8893, loss: 1.8893, grad_norm: 4.2323 2021-07-13 15:04:26,487 - mmaction - INFO - Epoch [199][1520/1879] lr: 1.214e-02, eta: 1 day, 1:57:16, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7750, loss_cls: 1.9259, loss: 1.9259, grad_norm: 4.3909 2021-07-13 15:04:43,462 - mmaction - INFO - Epoch [199][1540/1879] lr: 1.214e-02, eta: 1 day, 1:56:59, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5551, top5_acc: 0.7738, loss_cls: 1.9500, loss: 1.9500, grad_norm: 4.3411 2021-07-13 15:05:00,184 - mmaction - INFO - Epoch [199][1560/1879] lr: 1.214e-02, eta: 1 day, 1:56:41, time: 0.836, data_time: 0.006, memory: 6454, top1_acc: 0.5508, top5_acc: 0.7781, loss_cls: 1.9063, loss: 1.9063, grad_norm: 4.3683 2021-07-13 15:05:17,414 - mmaction - INFO - Epoch [199][1580/1879] lr: 1.214e-02, eta: 1 day, 1:56:23, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7770, loss_cls: 1.9122, loss: 1.9122, grad_norm: 4.3081 2021-07-13 15:05:34,486 - mmaction - INFO - Epoch [199][1600/1879] lr: 1.214e-02, eta: 1 day, 1:56:05, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7680, loss_cls: 1.9459, loss: 1.9459, grad_norm: 4.2981 2021-07-13 15:05:51,383 - mmaction - INFO - Epoch [199][1620/1879] lr: 1.214e-02, eta: 1 day, 1:55:48, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5488, top5_acc: 0.7527, loss_cls: 1.9948, loss: 1.9948, grad_norm: 4.2966 2021-07-13 15:06:08,740 - mmaction - INFO - Epoch [199][1640/1879] lr: 1.214e-02, eta: 1 day, 1:55:30, time: 0.866, data_time: 0.005, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7789, loss_cls: 1.9053, loss: 1.9053, grad_norm: 4.2295 2021-07-13 15:06:25,921 - mmaction - INFO - Epoch [199][1660/1879] lr: 1.214e-02, eta: 1 day, 1:55:13, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7793, loss_cls: 1.8849, loss: 1.8849, grad_norm: 4.2452 2021-07-13 15:06:42,753 - mmaction - INFO - Epoch [199][1680/1879] lr: 1.214e-02, eta: 1 day, 1:54:55, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7723, loss_cls: 1.8570, loss: 1.8570, grad_norm: 4.3528 2021-07-13 15:07:00,038 - mmaction - INFO - Epoch [199][1700/1879] lr: 1.214e-02, eta: 1 day, 1:54:37, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.5629, top5_acc: 0.7785, loss_cls: 1.9103, loss: 1.9103, grad_norm: 4.2746 2021-07-13 15:07:16,775 - mmaction - INFO - Epoch [199][1720/1879] lr: 1.214e-02, eta: 1 day, 1:54:19, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5484, top5_acc: 0.7824, loss_cls: 1.8943, loss: 1.8943, grad_norm: 4.2858 2021-07-13 15:07:33,491 - mmaction - INFO - Epoch [199][1740/1879] lr: 1.214e-02, eta: 1 day, 1:54:01, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.5516, top5_acc: 0.7781, loss_cls: 1.9401, loss: 1.9401, grad_norm: 4.3323 2021-07-13 15:07:50,366 - mmaction - INFO - Epoch [199][1760/1879] lr: 1.214e-02, eta: 1 day, 1:53:43, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5516, top5_acc: 0.7652, loss_cls: 1.9343, loss: 1.9343, grad_norm: 4.3396 2021-07-13 15:08:07,382 - mmaction - INFO - Epoch [199][1780/1879] lr: 1.214e-02, eta: 1 day, 1:53:26, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5531, top5_acc: 0.7777, loss_cls: 1.9043, loss: 1.9043, grad_norm: 4.3359 2021-07-13 15:08:24,501 - mmaction - INFO - Epoch [199][1800/1879] lr: 1.214e-02, eta: 1 day, 1:53:08, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5508, top5_acc: 0.7691, loss_cls: 1.9580, loss: 1.9580, grad_norm: 4.3744 2021-07-13 15:08:41,345 - mmaction - INFO - Epoch [199][1820/1879] lr: 1.214e-02, eta: 1 day, 1:52:50, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5398, top5_acc: 0.7699, loss_cls: 1.9653, loss: 1.9653, grad_norm: 4.3828 2021-07-13 15:08:58,359 - mmaction - INFO - Epoch [199][1840/1879] lr: 1.214e-02, eta: 1 day, 1:52:32, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5824, top5_acc: 0.7887, loss_cls: 1.8509, loss: 1.8509, grad_norm: 4.1546 2021-07-13 15:09:15,298 - mmaction - INFO - Epoch [199][1860/1879] lr: 1.214e-02, eta: 1 day, 1:52:15, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5531, top5_acc: 0.7754, loss_cls: 1.9378, loss: 1.9378, grad_norm: 4.2249 2021-07-13 15:10:26,445 - mmaction - INFO - Epoch [200][20/1879] lr: 1.174e-02, eta: 1 day, 1:52:00, time: 2.740, data_time: 1.777, memory: 6454, top1_acc: 0.5625, top5_acc: 0.7824, loss_cls: 1.9240, loss: 1.9240, grad_norm: 4.3073 2021-07-13 15:10:43,083 - mmaction - INFO - Epoch [200][40/1879] lr: 1.174e-02, eta: 1 day, 1:51:42, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.5617, top5_acc: 0.7883, loss_cls: 1.8509, loss: 1.8509, grad_norm: 4.1678 2021-07-13 15:10:59,830 - mmaction - INFO - Epoch [200][60/1879] lr: 1.174e-02, eta: 1 day, 1:51:24, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.5484, top5_acc: 0.7727, loss_cls: 1.9257, loss: 1.9257, grad_norm: 4.3023 2021-07-13 15:11:16,594 - mmaction - INFO - Epoch [200][80/1879] lr: 1.174e-02, eta: 1 day, 1:51:06, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5695, top5_acc: 0.7910, loss_cls: 1.8269, loss: 1.8269, grad_norm: 4.2147 2021-07-13 15:11:33,415 - mmaction - INFO - Epoch [200][100/1879] lr: 1.174e-02, eta: 1 day, 1:50:48, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7879, loss_cls: 1.8684, loss: 1.8684, grad_norm: 4.2575 2021-07-13 15:11:50,510 - mmaction - INFO - Epoch [200][120/1879] lr: 1.174e-02, eta: 1 day, 1:50:30, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7738, loss_cls: 1.9047, loss: 1.9047, grad_norm: 4.3282 2021-07-13 15:12:07,416 - mmaction - INFO - Epoch [200][140/1879] lr: 1.174e-02, eta: 1 day, 1:50:12, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7824, loss_cls: 1.9047, loss: 1.9047, grad_norm: 4.4245 2021-07-13 15:12:24,416 - mmaction - INFO - Epoch [200][160/1879] lr: 1.174e-02, eta: 1 day, 1:49:54, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5578, top5_acc: 0.7793, loss_cls: 1.9092, loss: 1.9092, grad_norm: 4.2998 2021-07-13 15:12:41,306 - mmaction - INFO - Epoch [200][180/1879] lr: 1.174e-02, eta: 1 day, 1:49:37, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7723, loss_cls: 1.9007, loss: 1.9007, grad_norm: 4.2847 2021-07-13 15:12:58,035 - mmaction - INFO - Epoch [200][200/1879] lr: 1.174e-02, eta: 1 day, 1:49:19, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7891, loss_cls: 1.8692, loss: 1.8692, grad_norm: 4.2947 2021-07-13 15:13:14,705 - mmaction - INFO - Epoch [200][220/1879] lr: 1.174e-02, eta: 1 day, 1:49:01, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5773, top5_acc: 0.7801, loss_cls: 1.8457, loss: 1.8457, grad_norm: 4.2476 2021-07-13 15:13:31,640 - mmaction - INFO - Epoch [200][240/1879] lr: 1.174e-02, eta: 1 day, 1:48:43, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5523, top5_acc: 0.7723, loss_cls: 1.9607, loss: 1.9607, grad_norm: 4.3451 2021-07-13 15:13:48,741 - mmaction - INFO - Epoch [200][260/1879] lr: 1.174e-02, eta: 1 day, 1:48:25, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5813, top5_acc: 0.7816, loss_cls: 1.8525, loss: 1.8525, grad_norm: 4.2604 2021-07-13 15:14:05,629 - mmaction - INFO - Epoch [200][280/1879] lr: 1.174e-02, eta: 1 day, 1:48:07, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7879, loss_cls: 1.8215, loss: 1.8215, grad_norm: 4.1968 2021-07-13 15:14:22,791 - mmaction - INFO - Epoch [200][300/1879] lr: 1.174e-02, eta: 1 day, 1:47:50, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5852, top5_acc: 0.7891, loss_cls: 1.8061, loss: 1.8061, grad_norm: 4.1977 2021-07-13 15:14:39,574 - mmaction - INFO - Epoch [200][320/1879] lr: 1.174e-02, eta: 1 day, 1:47:32, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.5527, top5_acc: 0.7797, loss_cls: 1.8830, loss: 1.8830, grad_norm: 4.3765 2021-07-13 15:14:56,606 - mmaction - INFO - Epoch [200][340/1879] lr: 1.174e-02, eta: 1 day, 1:47:14, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5848, top5_acc: 0.7934, loss_cls: 1.8229, loss: 1.8229, grad_norm: 4.2600 2021-07-13 15:15:13,438 - mmaction - INFO - Epoch [200][360/1879] lr: 1.174e-02, eta: 1 day, 1:46:56, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5734, top5_acc: 0.7824, loss_cls: 1.8221, loss: 1.8221, grad_norm: 4.2381 2021-07-13 15:15:30,407 - mmaction - INFO - Epoch [200][380/1879] lr: 1.174e-02, eta: 1 day, 1:46:38, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5609, top5_acc: 0.7699, loss_cls: 1.9299, loss: 1.9299, grad_norm: 4.3172 2021-07-13 15:15:47,368 - mmaction - INFO - Epoch [200][400/1879] lr: 1.174e-02, eta: 1 day, 1:46:21, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7801, loss_cls: 1.9186, loss: 1.9186, grad_norm: 4.2942 2021-07-13 15:16:04,393 - mmaction - INFO - Epoch [200][420/1879] lr: 1.174e-02, eta: 1 day, 1:46:03, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7809, loss_cls: 1.8809, loss: 1.8809, grad_norm: 4.3754 2021-07-13 15:16:21,119 - mmaction - INFO - Epoch [200][440/1879] lr: 1.174e-02, eta: 1 day, 1:45:45, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7727, loss_cls: 1.9267, loss: 1.9267, grad_norm: 4.3349 2021-07-13 15:16:38,038 - mmaction - INFO - Epoch [200][460/1879] lr: 1.174e-02, eta: 1 day, 1:45:27, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5734, top5_acc: 0.7852, loss_cls: 1.8383, loss: 1.8383, grad_norm: 4.3262 2021-07-13 15:16:54,719 - mmaction - INFO - Epoch [200][480/1879] lr: 1.174e-02, eta: 1 day, 1:45:09, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7953, loss_cls: 1.8228, loss: 1.8228, grad_norm: 4.2658 2021-07-13 15:17:11,580 - mmaction - INFO - Epoch [200][500/1879] lr: 1.174e-02, eta: 1 day, 1:44:51, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5687, top5_acc: 0.7832, loss_cls: 1.8473, loss: 1.8473, grad_norm: 4.2727 2021-07-13 15:17:28,336 - mmaction - INFO - Epoch [200][520/1879] lr: 1.174e-02, eta: 1 day, 1:44:33, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.5859, top5_acc: 0.7902, loss_cls: 1.8042, loss: 1.8042, grad_norm: 4.2147 2021-07-13 15:17:45,474 - mmaction - INFO - Epoch [200][540/1879] lr: 1.174e-02, eta: 1 day, 1:44:16, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5641, top5_acc: 0.7723, loss_cls: 1.8920, loss: 1.8920, grad_norm: 4.2672 2021-07-13 15:18:02,343 - mmaction - INFO - Epoch [200][560/1879] lr: 1.174e-02, eta: 1 day, 1:43:58, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7934, loss_cls: 1.8071, loss: 1.8071, grad_norm: 4.2750 2021-07-13 15:18:19,250 - mmaction - INFO - Epoch [200][580/1879] lr: 1.174e-02, eta: 1 day, 1:43:40, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5508, top5_acc: 0.7664, loss_cls: 1.9482, loss: 1.9482, grad_norm: 4.4468 2021-07-13 15:18:36,141 - mmaction - INFO - Epoch [200][600/1879] lr: 1.174e-02, eta: 1 day, 1:43:22, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7953, loss_cls: 1.8284, loss: 1.8284, grad_norm: 4.2576 2021-07-13 15:18:52,750 - mmaction - INFO - Epoch [200][620/1879] lr: 1.174e-02, eta: 1 day, 1:43:04, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7754, loss_cls: 1.8861, loss: 1.8861, grad_norm: 4.3685 2021-07-13 15:19:09,605 - mmaction - INFO - Epoch [200][640/1879] lr: 1.174e-02, eta: 1 day, 1:42:46, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5641, top5_acc: 0.7910, loss_cls: 1.8665, loss: 1.8665, grad_norm: 4.3315 2021-07-13 15:19:26,395 - mmaction - INFO - Epoch [200][660/1879] lr: 1.174e-02, eta: 1 day, 1:42:28, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5578, top5_acc: 0.7641, loss_cls: 1.9333, loss: 1.9333, grad_norm: 4.3029 2021-07-13 15:19:43,233 - mmaction - INFO - Epoch [200][680/1879] lr: 1.174e-02, eta: 1 day, 1:42:10, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7875, loss_cls: 1.8596, loss: 1.8596, grad_norm: 4.2672 2021-07-13 15:20:00,325 - mmaction - INFO - Epoch [200][700/1879] lr: 1.174e-02, eta: 1 day, 1:41:53, time: 0.856, data_time: 0.007, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7844, loss_cls: 1.8553, loss: 1.8553, grad_norm: 4.2512 2021-07-13 15:20:17,326 - mmaction - INFO - Epoch [200][720/1879] lr: 1.174e-02, eta: 1 day, 1:41:35, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5582, top5_acc: 0.7730, loss_cls: 1.9207, loss: 1.9207, grad_norm: 4.3385 2021-07-13 15:20:34,310 - mmaction - INFO - Epoch [200][740/1879] lr: 1.174e-02, eta: 1 day, 1:41:17, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7770, loss_cls: 1.8414, loss: 1.8414, grad_norm: 4.4073 2021-07-13 15:20:51,435 - mmaction - INFO - Epoch [200][760/1879] lr: 1.174e-02, eta: 1 day, 1:41:00, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5914, top5_acc: 0.7977, loss_cls: 1.7411, loss: 1.7411, grad_norm: 4.2009 2021-07-13 15:21:08,294 - mmaction - INFO - Epoch [200][780/1879] lr: 1.174e-02, eta: 1 day, 1:40:42, time: 0.847, data_time: 0.008, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7789, loss_cls: 1.8775, loss: 1.8775, grad_norm: 4.3888 2021-07-13 15:21:25,052 - mmaction - INFO - Epoch [200][800/1879] lr: 1.174e-02, eta: 1 day, 1:40:24, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5492, top5_acc: 0.7598, loss_cls: 1.9957, loss: 1.9957, grad_norm: 4.4578 2021-07-13 15:21:41,730 - mmaction - INFO - Epoch [200][820/1879] lr: 1.174e-02, eta: 1 day, 1:40:06, time: 0.831, data_time: 0.001, memory: 6454, top1_acc: 0.5457, top5_acc: 0.7797, loss_cls: 1.8992, loss: 1.8992, grad_norm: 4.3312 2021-07-13 15:21:58,753 - mmaction - INFO - Epoch [200][840/1879] lr: 1.174e-02, eta: 1 day, 1:39:48, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7703, loss_cls: 1.9322, loss: 1.9322, grad_norm: 4.3462 2021-07-13 15:22:15,780 - mmaction - INFO - Epoch [200][860/1879] lr: 1.174e-02, eta: 1 day, 1:39:30, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7777, loss_cls: 1.8707, loss: 1.8707, grad_norm: 4.2688 2021-07-13 15:22:32,576 - mmaction - INFO - Epoch [200][880/1879] lr: 1.174e-02, eta: 1 day, 1:39:12, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5742, top5_acc: 0.7895, loss_cls: 1.8389, loss: 1.8389, grad_norm: 4.2454 2021-07-13 15:22:49,366 - mmaction - INFO - Epoch [200][900/1879] lr: 1.174e-02, eta: 1 day, 1:38:54, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7789, loss_cls: 1.9176, loss: 1.9176, grad_norm: 4.3156 2021-07-13 15:23:06,453 - mmaction - INFO - Epoch [200][920/1879] lr: 1.174e-02, eta: 1 day, 1:38:37, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5469, top5_acc: 0.7777, loss_cls: 1.8917, loss: 1.8917, grad_norm: 4.4509 2021-07-13 15:23:23,346 - mmaction - INFO - Epoch [200][940/1879] lr: 1.174e-02, eta: 1 day, 1:38:19, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5750, top5_acc: 0.7918, loss_cls: 1.8294, loss: 1.8294, grad_norm: 4.4178 2021-07-13 15:23:40,176 - mmaction - INFO - Epoch [200][960/1879] lr: 1.174e-02, eta: 1 day, 1:38:01, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7875, loss_cls: 1.8265, loss: 1.8265, grad_norm: 4.2827 2021-07-13 15:23:57,217 - mmaction - INFO - Epoch [200][980/1879] lr: 1.174e-02, eta: 1 day, 1:37:43, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7703, loss_cls: 1.9348, loss: 1.9348, grad_norm: 4.4375 2021-07-13 15:24:14,137 - mmaction - INFO - Epoch [200][1000/1879] lr: 1.174e-02, eta: 1 day, 1:37:26, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7977, loss_cls: 1.8671, loss: 1.8671, grad_norm: 4.4078 2021-07-13 15:24:31,366 - mmaction - INFO - Epoch [200][1020/1879] lr: 1.174e-02, eta: 1 day, 1:37:08, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.5496, top5_acc: 0.7680, loss_cls: 1.9227, loss: 1.9227, grad_norm: 4.3748 2021-07-13 15:24:48,232 - mmaction - INFO - Epoch [200][1040/1879] lr: 1.174e-02, eta: 1 day, 1:36:50, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5699, top5_acc: 0.7844, loss_cls: 1.8691, loss: 1.8691, grad_norm: 4.2754 2021-07-13 15:25:05,096 - mmaction - INFO - Epoch [200][1060/1879] lr: 1.174e-02, eta: 1 day, 1:36:32, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5621, top5_acc: 0.7688, loss_cls: 1.9087, loss: 1.9087, grad_norm: 4.2554 2021-07-13 15:25:22,090 - mmaction - INFO - Epoch [200][1080/1879] lr: 1.174e-02, eta: 1 day, 1:36:15, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7754, loss_cls: 1.8986, loss: 1.8986, grad_norm: 4.2655 2021-07-13 15:25:38,860 - mmaction - INFO - Epoch [200][1100/1879] lr: 1.174e-02, eta: 1 day, 1:35:57, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.5699, top5_acc: 0.7820, loss_cls: 1.8324, loss: 1.8324, grad_norm: 4.2633 2021-07-13 15:25:56,055 - mmaction - INFO - Epoch [200][1120/1879] lr: 1.174e-02, eta: 1 day, 1:35:39, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7762, loss_cls: 1.9012, loss: 1.9012, grad_norm: 4.3644 2021-07-13 15:26:13,093 - mmaction - INFO - Epoch [200][1140/1879] lr: 1.174e-02, eta: 1 day, 1:35:21, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5832, top5_acc: 0.7914, loss_cls: 1.8099, loss: 1.8099, grad_norm: 4.2622 2021-07-13 15:26:30,015 - mmaction - INFO - Epoch [200][1160/1879] lr: 1.174e-02, eta: 1 day, 1:35:04, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7715, loss_cls: 1.9234, loss: 1.9234, grad_norm: 4.3128 2021-07-13 15:26:46,991 - mmaction - INFO - Epoch [200][1180/1879] lr: 1.174e-02, eta: 1 day, 1:34:46, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7914, loss_cls: 1.8230, loss: 1.8230, grad_norm: 4.3058 2021-07-13 15:27:03,871 - mmaction - INFO - Epoch [200][1200/1879] lr: 1.174e-02, eta: 1 day, 1:34:28, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.5578, top5_acc: 0.7766, loss_cls: 1.8900, loss: 1.8900, grad_norm: 4.4756 2021-07-13 15:27:20,759 - mmaction - INFO - Epoch [200][1220/1879] lr: 1.174e-02, eta: 1 day, 1:34:10, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.5609, top5_acc: 0.7730, loss_cls: 1.8877, loss: 1.8877, grad_norm: 4.3529 2021-07-13 15:27:37,529 - mmaction - INFO - Epoch [200][1240/1879] lr: 1.174e-02, eta: 1 day, 1:33:52, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7668, loss_cls: 1.9436, loss: 1.9436, grad_norm: 4.4385 2021-07-13 15:27:54,579 - mmaction - INFO - Epoch [200][1260/1879] lr: 1.174e-02, eta: 1 day, 1:33:35, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5371, top5_acc: 0.7750, loss_cls: 1.9647, loss: 1.9647, grad_norm: 4.3675 2021-07-13 15:28:11,603 - mmaction - INFO - Epoch [200][1280/1879] lr: 1.174e-02, eta: 1 day, 1:33:17, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.5445, top5_acc: 0.7723, loss_cls: 1.9397, loss: 1.9397, grad_norm: 4.3744 2021-07-13 15:28:28,604 - mmaction - INFO - Epoch [200][1300/1879] lr: 1.174e-02, eta: 1 day, 1:32:59, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5648, top5_acc: 0.7836, loss_cls: 1.8970, loss: 1.8970, grad_norm: 4.3423 2021-07-13 15:28:45,666 - mmaction - INFO - Epoch [200][1320/1879] lr: 1.174e-02, eta: 1 day, 1:32:41, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7613, loss_cls: 1.9506, loss: 1.9506, grad_norm: 4.2690 2021-07-13 15:29:02,676 - mmaction - INFO - Epoch [200][1340/1879] lr: 1.174e-02, eta: 1 day, 1:32:24, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5648, top5_acc: 0.7738, loss_cls: 1.9355, loss: 1.9355, grad_norm: 4.3006 2021-07-13 15:29:19,839 - mmaction - INFO - Epoch [200][1360/1879] lr: 1.174e-02, eta: 1 day, 1:32:06, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5582, top5_acc: 0.7719, loss_cls: 1.9244, loss: 1.9244, grad_norm: 4.3002 2021-07-13 15:29:36,879 - mmaction - INFO - Epoch [200][1380/1879] lr: 1.174e-02, eta: 1 day, 1:31:48, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5633, top5_acc: 0.7730, loss_cls: 1.9169, loss: 1.9169, grad_norm: 4.2676 2021-07-13 15:29:54,136 - mmaction - INFO - Epoch [200][1400/1879] lr: 1.174e-02, eta: 1 day, 1:31:31, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7785, loss_cls: 1.8906, loss: 1.8906, grad_norm: 4.2434 2021-07-13 15:30:11,135 - mmaction - INFO - Epoch [200][1420/1879] lr: 1.174e-02, eta: 1 day, 1:31:13, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7727, loss_cls: 1.9309, loss: 1.9309, grad_norm: 4.3120 2021-07-13 15:30:28,100 - mmaction - INFO - Epoch [200][1440/1879] lr: 1.174e-02, eta: 1 day, 1:30:56, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5387, top5_acc: 0.7652, loss_cls: 1.9501, loss: 1.9501, grad_norm: 4.3113 2021-07-13 15:30:45,095 - mmaction - INFO - Epoch [200][1460/1879] lr: 1.174e-02, eta: 1 day, 1:30:38, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5590, top5_acc: 0.7719, loss_cls: 1.9133, loss: 1.9133, grad_norm: 4.2515 2021-07-13 15:31:02,180 - mmaction - INFO - Epoch [200][1480/1879] lr: 1.174e-02, eta: 1 day, 1:30:20, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.5547, top5_acc: 0.7746, loss_cls: 1.9152, loss: 1.9152, grad_norm: 4.3742 2021-07-13 15:31:19,071 - mmaction - INFO - Epoch [200][1500/1879] lr: 1.174e-02, eta: 1 day, 1:30:02, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5473, top5_acc: 0.7684, loss_cls: 1.9382, loss: 1.9382, grad_norm: 4.3212 2021-07-13 15:31:36,212 - mmaction - INFO - Epoch [200][1520/1879] lr: 1.174e-02, eta: 1 day, 1:29:45, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.5762, top5_acc: 0.7957, loss_cls: 1.8220, loss: 1.8220, grad_norm: 4.2677 2021-07-13 15:31:53,192 - mmaction - INFO - Epoch [200][1540/1879] lr: 1.174e-02, eta: 1 day, 1:29:27, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5723, top5_acc: 0.7891, loss_cls: 1.8185, loss: 1.8185, grad_norm: 4.2742 2021-07-13 15:32:10,142 - mmaction - INFO - Epoch [200][1560/1879] lr: 1.174e-02, eta: 1 day, 1:29:09, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5719, top5_acc: 0.7836, loss_cls: 1.8567, loss: 1.8567, grad_norm: 4.2820 2021-07-13 15:32:27,593 - mmaction - INFO - Epoch [200][1580/1879] lr: 1.174e-02, eta: 1 day, 1:28:52, time: 0.872, data_time: 0.001, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7875, loss_cls: 1.8926, loss: 1.8926, grad_norm: 4.4301 2021-07-13 15:32:45,042 - mmaction - INFO - Epoch [200][1600/1879] lr: 1.174e-02, eta: 1 day, 1:28:35, time: 0.871, data_time: 0.004, memory: 6454, top1_acc: 0.5684, top5_acc: 0.7820, loss_cls: 1.8645, loss: 1.8645, grad_norm: 4.2966 2021-07-13 15:33:01,575 - mmaction - INFO - Epoch [200][1620/1879] lr: 1.174e-02, eta: 1 day, 1:28:16, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.5453, top5_acc: 0.7691, loss_cls: 1.9529, loss: 1.9529, grad_norm: 4.4433 2021-07-13 15:33:18,463 - mmaction - INFO - Epoch [200][1640/1879] lr: 1.174e-02, eta: 1 day, 1:27:59, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5758, top5_acc: 0.7941, loss_cls: 1.8334, loss: 1.8334, grad_norm: 4.3537 2021-07-13 15:33:35,559 - mmaction - INFO - Epoch [200][1660/1879] lr: 1.174e-02, eta: 1 day, 1:27:41, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7832, loss_cls: 1.8734, loss: 1.8734, grad_norm: 4.3294 2021-07-13 15:33:52,390 - mmaction - INFO - Epoch [200][1680/1879] lr: 1.174e-02, eta: 1 day, 1:27:23, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7926, loss_cls: 1.8236, loss: 1.8236, grad_norm: 4.2744 2021-07-13 15:34:09,356 - mmaction - INFO - Epoch [200][1700/1879] lr: 1.174e-02, eta: 1 day, 1:27:05, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5793, top5_acc: 0.7957, loss_cls: 1.7999, loss: 1.7999, grad_norm: 4.2282 2021-07-13 15:34:26,497 - mmaction - INFO - Epoch [200][1720/1879] lr: 1.174e-02, eta: 1 day, 1:26:48, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.5582, top5_acc: 0.7809, loss_cls: 1.8867, loss: 1.8867, grad_norm: 4.4061 2021-07-13 15:34:43,483 - mmaction - INFO - Epoch [200][1740/1879] lr: 1.174e-02, eta: 1 day, 1:26:30, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5469, top5_acc: 0.7578, loss_cls: 1.9978, loss: 1.9978, grad_norm: 4.4956 2021-07-13 15:35:00,451 - mmaction - INFO - Epoch [200][1760/1879] lr: 1.174e-02, eta: 1 day, 1:26:12, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5750, top5_acc: 0.7754, loss_cls: 1.8770, loss: 1.8770, grad_norm: 4.3230 2021-07-13 15:35:17,149 - mmaction - INFO - Epoch [200][1780/1879] lr: 1.174e-02, eta: 1 day, 1:25:54, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7719, loss_cls: 1.9171, loss: 1.9171, grad_norm: 4.3991 2021-07-13 15:35:34,234 - mmaction - INFO - Epoch [200][1800/1879] lr: 1.174e-02, eta: 1 day, 1:25:37, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.5742, top5_acc: 0.7867, loss_cls: 1.8489, loss: 1.8489, grad_norm: 4.3161 2021-07-13 15:35:51,238 - mmaction - INFO - Epoch [200][1820/1879] lr: 1.174e-02, eta: 1 day, 1:25:19, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5625, top5_acc: 0.7770, loss_cls: 1.9362, loss: 1.9362, grad_norm: 4.3277 2021-07-13 15:36:08,197 - mmaction - INFO - Epoch [200][1840/1879] lr: 1.174e-02, eta: 1 day, 1:25:01, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7781, loss_cls: 1.8896, loss: 1.8896, grad_norm: 4.3062 2021-07-13 15:36:25,459 - mmaction - INFO - Epoch [200][1860/1879] lr: 1.174e-02, eta: 1 day, 1:24:44, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5613, top5_acc: 0.7793, loss_cls: 1.8787, loss: 1.8787, grad_norm: 4.3454 2021-07-13 15:39:01,303 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-13 15:39:02,033 - mmaction - INFO - top1_acc 0.6153 top5_acc 0.8341 2021-07-13 15:39:02,034 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-13 15:39:02,061 - mmaction - INFO - mean_acc 0.6152 2021-07-13 15:39:03,145 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_200.pth. 2021-07-13 15:39:03,146 - mmaction - INFO - Best top1_acc is 0.6153 at 200 epoch. 2021-07-13 15:39:03,154 - mmaction - INFO - Saving checkpoint at 200 epochs 2021-07-13 15:39:03,703 - mmaction - INFO - Epoch(val) [200][155] top1_acc: 0.6153, top5_acc: 0.8341, mean_class_accuracy: 0.6152 2021-07-13 15:39:55,151 - mmaction - INFO - Epoch [201][20/1879] lr: 1.135e-02, eta: 1 day, 1:24:25, time: 2.571, data_time: 1.679, memory: 6454, top1_acc: 0.5855, top5_acc: 0.7793, loss_cls: 1.8278, loss: 1.8278, grad_norm: 4.2502 2021-07-13 15:40:11,725 - mmaction - INFO - Epoch [201][40/1879] lr: 1.135e-02, eta: 1 day, 1:24:07, time: 0.830, data_time: 0.005, memory: 6454, top1_acc: 0.5789, top5_acc: 0.7961, loss_cls: 1.8294, loss: 1.8294, grad_norm: 4.2511 2021-07-13 15:40:28,571 - mmaction - INFO - Epoch [201][60/1879] lr: 1.135e-02, eta: 1 day, 1:23:49, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7797, loss_cls: 1.9057, loss: 1.9057, grad_norm: 4.3379 2021-07-13 15:40:45,527 - mmaction - INFO - Epoch [201][80/1879] lr: 1.135e-02, eta: 1 day, 1:23:31, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5613, top5_acc: 0.7793, loss_cls: 1.8950, loss: 1.8950, grad_norm: 4.3263 2021-07-13 15:41:02,166 - mmaction - INFO - Epoch [201][100/1879] lr: 1.135e-02, eta: 1 day, 1:23:13, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7742, loss_cls: 1.9068, loss: 1.9068, grad_norm: 4.3579 2021-07-13 15:41:19,064 - mmaction - INFO - Epoch [201][120/1879] lr: 1.135e-02, eta: 1 day, 1:22:55, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5746, top5_acc: 0.7852, loss_cls: 1.8842, loss: 1.8842, grad_norm: 4.3646 2021-07-13 15:41:36,004 - mmaction - INFO - Epoch [201][140/1879] lr: 1.135e-02, eta: 1 day, 1:22:38, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5641, top5_acc: 0.7816, loss_cls: 1.8643, loss: 1.8643, grad_norm: 4.3585 2021-07-13 15:41:53,082 - mmaction - INFO - Epoch [201][160/1879] lr: 1.135e-02, eta: 1 day, 1:22:20, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5707, top5_acc: 0.7816, loss_cls: 1.8791, loss: 1.8791, grad_norm: 4.3756 2021-07-13 15:42:10,216 - mmaction - INFO - Epoch [201][180/1879] lr: 1.135e-02, eta: 1 day, 1:22:02, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5961, top5_acc: 0.8000, loss_cls: 1.7608, loss: 1.7608, grad_norm: 4.2841 2021-07-13 15:42:27,179 - mmaction - INFO - Epoch [201][200/1879] lr: 1.135e-02, eta: 1 day, 1:21:45, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7957, loss_cls: 1.8205, loss: 1.8205, grad_norm: 4.4058 2021-07-13 15:42:44,189 - mmaction - INFO - Epoch [201][220/1879] lr: 1.135e-02, eta: 1 day, 1:21:27, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5699, top5_acc: 0.7922, loss_cls: 1.8300, loss: 1.8300, grad_norm: 4.3637 2021-07-13 15:43:00,992 - mmaction - INFO - Epoch [201][240/1879] lr: 1.135e-02, eta: 1 day, 1:21:09, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5586, top5_acc: 0.7824, loss_cls: 1.8667, loss: 1.8667, grad_norm: 4.3563 2021-07-13 15:43:17,788 - mmaction - INFO - Epoch [201][260/1879] lr: 1.135e-02, eta: 1 day, 1:20:51, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5660, top5_acc: 0.7805, loss_cls: 1.8797, loss: 1.8797, grad_norm: 4.3681 2021-07-13 15:43:34,381 - mmaction - INFO - Epoch [201][280/1879] lr: 1.135e-02, eta: 1 day, 1:20:33, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.5641, top5_acc: 0.7934, loss_cls: 1.8405, loss: 1.8405, grad_norm: 4.4610 2021-07-13 15:43:51,249 - mmaction - INFO - Epoch [201][300/1879] lr: 1.135e-02, eta: 1 day, 1:20:15, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5711, top5_acc: 0.7738, loss_cls: 1.8805, loss: 1.8805, grad_norm: 4.3636 2021-07-13 15:44:08,298 - mmaction - INFO - Epoch [201][320/1879] lr: 1.135e-02, eta: 1 day, 1:19:57, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5711, top5_acc: 0.7867, loss_cls: 1.8535, loss: 1.8535, grad_norm: 4.3788 2021-07-13 15:44:25,230 - mmaction - INFO - Epoch [201][340/1879] lr: 1.135e-02, eta: 1 day, 1:19:40, time: 0.845, data_time: 0.007, memory: 6454, top1_acc: 0.5660, top5_acc: 0.7816, loss_cls: 1.8725, loss: 1.8725, grad_norm: 4.3908 2021-07-13 15:44:42,188 - mmaction - INFO - Epoch [201][360/1879] lr: 1.135e-02, eta: 1 day, 1:19:22, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5699, top5_acc: 0.7875, loss_cls: 1.8500, loss: 1.8500, grad_norm: 4.4130 2021-07-13 15:44:59,011 - mmaction - INFO - Epoch [201][380/1879] lr: 1.135e-02, eta: 1 day, 1:19:04, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5789, top5_acc: 0.7797, loss_cls: 1.8887, loss: 1.8887, grad_norm: 4.3887 2021-07-13 15:45:15,807 - mmaction - INFO - Epoch [201][400/1879] lr: 1.135e-02, eta: 1 day, 1:18:46, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5641, top5_acc: 0.7898, loss_cls: 1.8533, loss: 1.8533, grad_norm: 4.4156 2021-07-13 15:45:32,815 - mmaction - INFO - Epoch [201][420/1879] lr: 1.135e-02, eta: 1 day, 1:18:28, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5746, top5_acc: 0.7844, loss_cls: 1.8750, loss: 1.8750, grad_norm: 4.3571 2021-07-13 15:45:49,702 - mmaction - INFO - Epoch [201][440/1879] lr: 1.135e-02, eta: 1 day, 1:18:11, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.5691, top5_acc: 0.7781, loss_cls: 1.8862, loss: 1.8862, grad_norm: 4.3752 2021-07-13 15:46:06,535 - mmaction - INFO - Epoch [201][460/1879] lr: 1.135e-02, eta: 1 day, 1:17:53, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7836, loss_cls: 1.8703, loss: 1.8703, grad_norm: 4.3404 2021-07-13 15:46:23,650 - mmaction - INFO - Epoch [201][480/1879] lr: 1.135e-02, eta: 1 day, 1:17:35, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.5770, top5_acc: 0.7953, loss_cls: 1.8060, loss: 1.8060, grad_norm: 4.4081 2021-07-13 15:46:40,814 - mmaction - INFO - Epoch [201][500/1879] lr: 1.135e-02, eta: 1 day, 1:17:18, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.5668, top5_acc: 0.7953, loss_cls: 1.8400, loss: 1.8400, grad_norm: 4.3650 2021-07-13 15:46:57,668 - mmaction - INFO - Epoch [201][520/1879] lr: 1.135e-02, eta: 1 day, 1:17:00, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7699, loss_cls: 1.9137, loss: 1.9137, grad_norm: 4.4666 2021-07-13 15:47:14,706 - mmaction - INFO - Epoch [201][540/1879] lr: 1.135e-02, eta: 1 day, 1:16:42, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5590, top5_acc: 0.7715, loss_cls: 1.9012, loss: 1.9012, grad_norm: 4.3828 2021-07-13 15:47:31,575 - mmaction - INFO - Epoch [201][560/1879] lr: 1.135e-02, eta: 1 day, 1:16:24, time: 0.847, data_time: 0.007, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7734, loss_cls: 1.9093, loss: 1.9093, grad_norm: 4.3888 2021-07-13 15:47:48,618 - mmaction - INFO - Epoch [201][580/1879] lr: 1.135e-02, eta: 1 day, 1:16:06, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.5535, top5_acc: 0.7699, loss_cls: 1.9246, loss: 1.9246, grad_norm: 4.4657 2021-07-13 15:48:05,699 - mmaction - INFO - Epoch [201][600/1879] lr: 1.135e-02, eta: 1 day, 1:15:49, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5660, top5_acc: 0.7910, loss_cls: 1.8494, loss: 1.8494, grad_norm: 4.3948 2021-07-13 15:48:22,787 - mmaction - INFO - Epoch [201][620/1879] lr: 1.135e-02, eta: 1 day, 1:15:31, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7727, loss_cls: 1.8992, loss: 1.8992, grad_norm: 4.3804 2021-07-13 15:48:39,646 - mmaction - INFO - Epoch [201][640/1879] lr: 1.135e-02, eta: 1 day, 1:15:13, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7852, loss_cls: 1.8566, loss: 1.8566, grad_norm: 4.3551 2021-07-13 15:48:56,382 - mmaction - INFO - Epoch [201][660/1879] lr: 1.135e-02, eta: 1 day, 1:14:55, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.5707, top5_acc: 0.7887, loss_cls: 1.8272, loss: 1.8272, grad_norm: 4.3210 2021-07-13 15:49:13,427 - mmaction - INFO - Epoch [201][680/1879] lr: 1.135e-02, eta: 1 day, 1:14:38, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5691, top5_acc: 0.7855, loss_cls: 1.8256, loss: 1.8256, grad_norm: 4.3320 2021-07-13 15:49:30,355 - mmaction - INFO - Epoch [201][700/1879] lr: 1.135e-02, eta: 1 day, 1:14:20, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7930, loss_cls: 1.8108, loss: 1.8108, grad_norm: 4.2695 2021-07-13 15:49:47,309 - mmaction - INFO - Epoch [201][720/1879] lr: 1.135e-02, eta: 1 day, 1:14:02, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7863, loss_cls: 1.8659, loss: 1.8659, grad_norm: 4.3701 2021-07-13 15:50:04,569 - mmaction - INFO - Epoch [201][740/1879] lr: 1.135e-02, eta: 1 day, 1:13:45, time: 0.863, data_time: 0.003, memory: 6454, top1_acc: 0.5789, top5_acc: 0.7875, loss_cls: 1.8212, loss: 1.8212, grad_norm: 4.3490 2021-07-13 15:50:21,540 - mmaction - INFO - Epoch [201][760/1879] lr: 1.135e-02, eta: 1 day, 1:13:27, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5730, top5_acc: 0.7781, loss_cls: 1.8664, loss: 1.8664, grad_norm: 4.3568 2021-07-13 15:50:38,347 - mmaction - INFO - Epoch [201][780/1879] lr: 1.135e-02, eta: 1 day, 1:13:09, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5695, top5_acc: 0.7883, loss_cls: 1.8439, loss: 1.8439, grad_norm: 4.4804 2021-07-13 15:50:55,067 - mmaction - INFO - Epoch [201][800/1879] lr: 1.135e-02, eta: 1 day, 1:12:51, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.5629, top5_acc: 0.7816, loss_cls: 1.8789, loss: 1.8789, grad_norm: 4.5100 2021-07-13 15:51:11,880 - mmaction - INFO - Epoch [201][820/1879] lr: 1.135e-02, eta: 1 day, 1:12:33, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7895, loss_cls: 1.8415, loss: 1.8415, grad_norm: 4.4137 2021-07-13 15:51:28,832 - mmaction - INFO - Epoch [201][840/1879] lr: 1.135e-02, eta: 1 day, 1:12:15, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5641, top5_acc: 0.7766, loss_cls: 1.9076, loss: 1.9076, grad_norm: 4.3772 2021-07-13 15:51:45,880 - mmaction - INFO - Epoch [201][860/1879] lr: 1.135e-02, eta: 1 day, 1:11:58, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5668, top5_acc: 0.7762, loss_cls: 1.9037, loss: 1.9037, grad_norm: 4.2665 2021-07-13 15:52:02,787 - mmaction - INFO - Epoch [201][880/1879] lr: 1.135e-02, eta: 1 day, 1:11:40, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5687, top5_acc: 0.7844, loss_cls: 1.8543, loss: 1.8543, grad_norm: 4.4244 2021-07-13 15:52:19,638 - mmaction - INFO - Epoch [201][900/1879] lr: 1.135e-02, eta: 1 day, 1:11:22, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7758, loss_cls: 1.9040, loss: 1.9040, grad_norm: 4.3691 2021-07-13 15:52:36,785 - mmaction - INFO - Epoch [201][920/1879] lr: 1.135e-02, eta: 1 day, 1:11:05, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.5645, top5_acc: 0.7711, loss_cls: 1.9009, loss: 1.9009, grad_norm: 4.3389 2021-07-13 15:52:53,746 - mmaction - INFO - Epoch [201][940/1879] lr: 1.135e-02, eta: 1 day, 1:10:47, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5625, top5_acc: 0.7828, loss_cls: 1.8486, loss: 1.8486, grad_norm: 4.3209 2021-07-13 15:53:10,836 - mmaction - INFO - Epoch [201][960/1879] lr: 1.135e-02, eta: 1 day, 1:10:29, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5613, top5_acc: 0.7707, loss_cls: 1.8989, loss: 1.8989, grad_norm: 4.3841 2021-07-13 15:53:27,695 - mmaction - INFO - Epoch [201][980/1879] lr: 1.135e-02, eta: 1 day, 1:10:11, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7746, loss_cls: 1.8955, loss: 1.8955, grad_norm: 4.3846 2021-07-13 15:53:44,540 - mmaction - INFO - Epoch [201][1000/1879] lr: 1.135e-02, eta: 1 day, 1:09:53, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5535, top5_acc: 0.7820, loss_cls: 1.8831, loss: 1.8831, grad_norm: 4.4401 2021-07-13 15:54:01,602 - mmaction - INFO - Epoch [201][1020/1879] lr: 1.135e-02, eta: 1 day, 1:09:36, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7801, loss_cls: 1.8766, loss: 1.8766, grad_norm: 4.2778 2021-07-13 15:54:18,660 - mmaction - INFO - Epoch [201][1040/1879] lr: 1.135e-02, eta: 1 day, 1:09:18, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5617, top5_acc: 0.7766, loss_cls: 1.8749, loss: 1.8749, grad_norm: 4.3122 2021-07-13 15:54:35,717 - mmaction - INFO - Epoch [201][1060/1879] lr: 1.135e-02, eta: 1 day, 1:09:01, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7867, loss_cls: 1.8636, loss: 1.8636, grad_norm: 4.3053 2021-07-13 15:54:52,842 - mmaction - INFO - Epoch [201][1080/1879] lr: 1.135e-02, eta: 1 day, 1:08:43, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7832, loss_cls: 1.8655, loss: 1.8655, grad_norm: 4.3735 2021-07-13 15:55:09,841 - mmaction - INFO - Epoch [201][1100/1879] lr: 1.135e-02, eta: 1 day, 1:08:25, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5590, top5_acc: 0.7660, loss_cls: 1.9352, loss: 1.9352, grad_norm: 4.4354 2021-07-13 15:55:26,760 - mmaction - INFO - Epoch [201][1120/1879] lr: 1.135e-02, eta: 1 day, 1:08:07, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5699, top5_acc: 0.7844, loss_cls: 1.8577, loss: 1.8577, grad_norm: 4.3051 2021-07-13 15:55:43,795 - mmaction - INFO - Epoch [201][1140/1879] lr: 1.135e-02, eta: 1 day, 1:07:50, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5633, top5_acc: 0.7789, loss_cls: 1.8971, loss: 1.8971, grad_norm: 4.4460 2021-07-13 15:56:00,804 - mmaction - INFO - Epoch [201][1160/1879] lr: 1.135e-02, eta: 1 day, 1:07:32, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5723, top5_acc: 0.7812, loss_cls: 1.8823, loss: 1.8823, grad_norm: 4.3181 2021-07-13 15:56:17,711 - mmaction - INFO - Epoch [201][1180/1879] lr: 1.135e-02, eta: 1 day, 1:07:14, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.5676, top5_acc: 0.7703, loss_cls: 1.9353, loss: 1.9353, grad_norm: 4.3766 2021-07-13 15:56:34,708 - mmaction - INFO - Epoch [201][1200/1879] lr: 1.135e-02, eta: 1 day, 1:06:57, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5758, top5_acc: 0.7828, loss_cls: 1.8418, loss: 1.8418, grad_norm: 4.2211 2021-07-13 15:56:51,572 - mmaction - INFO - Epoch [201][1220/1879] lr: 1.135e-02, eta: 1 day, 1:06:39, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5523, top5_acc: 0.7789, loss_cls: 1.9096, loss: 1.9096, grad_norm: 4.4011 2021-07-13 15:57:08,544 - mmaction - INFO - Epoch [201][1240/1879] lr: 1.135e-02, eta: 1 day, 1:06:21, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7828, loss_cls: 1.8409, loss: 1.8409, grad_norm: 4.3622 2021-07-13 15:57:25,417 - mmaction - INFO - Epoch [201][1260/1879] lr: 1.135e-02, eta: 1 day, 1:06:03, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7812, loss_cls: 1.8512, loss: 1.8512, grad_norm: 4.2986 2021-07-13 15:57:42,271 - mmaction - INFO - Epoch [201][1280/1879] lr: 1.135e-02, eta: 1 day, 1:05:45, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5687, top5_acc: 0.7879, loss_cls: 1.8647, loss: 1.8647, grad_norm: 4.4109 2021-07-13 15:57:59,332 - mmaction - INFO - Epoch [201][1300/1879] lr: 1.135e-02, eta: 1 day, 1:05:28, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5707, top5_acc: 0.7934, loss_cls: 1.8409, loss: 1.8409, grad_norm: 4.3122 2021-07-13 15:58:16,188 - mmaction - INFO - Epoch [201][1320/1879] lr: 1.135e-02, eta: 1 day, 1:05:10, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7781, loss_cls: 1.9048, loss: 1.9048, grad_norm: 4.4111 2021-07-13 15:58:33,166 - mmaction - INFO - Epoch [201][1340/1879] lr: 1.135e-02, eta: 1 day, 1:04:52, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7762, loss_cls: 1.9240, loss: 1.9240, grad_norm: 4.5252 2021-07-13 15:58:50,191 - mmaction - INFO - Epoch [201][1360/1879] lr: 1.135e-02, eta: 1 day, 1:04:34, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5707, top5_acc: 0.7898, loss_cls: 1.8368, loss: 1.8368, grad_norm: 4.4098 2021-07-13 15:59:07,099 - mmaction - INFO - Epoch [201][1380/1879] lr: 1.135e-02, eta: 1 day, 1:04:17, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5648, top5_acc: 0.7738, loss_cls: 1.8869, loss: 1.8869, grad_norm: 4.3885 2021-07-13 15:59:24,266 - mmaction - INFO - Epoch [201][1400/1879] lr: 1.135e-02, eta: 1 day, 1:03:59, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.5687, top5_acc: 0.7781, loss_cls: 1.8574, loss: 1.8574, grad_norm: 4.3551 2021-07-13 15:59:41,131 - mmaction - INFO - Epoch [201][1420/1879] lr: 1.135e-02, eta: 1 day, 1:03:41, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7883, loss_cls: 1.8493, loss: 1.8493, grad_norm: 4.3423 2021-07-13 15:59:58,341 - mmaction - INFO - Epoch [201][1440/1879] lr: 1.135e-02, eta: 1 day, 1:03:24, time: 0.861, data_time: 0.002, memory: 6454, top1_acc: 0.5687, top5_acc: 0.7746, loss_cls: 1.8970, loss: 1.8970, grad_norm: 4.3426 2021-07-13 16:00:15,616 - mmaction - INFO - Epoch [201][1460/1879] lr: 1.135e-02, eta: 1 day, 1:03:06, time: 0.861, data_time: 0.003, memory: 6454, top1_acc: 0.5871, top5_acc: 0.7957, loss_cls: 1.7760, loss: 1.7760, grad_norm: 4.2953 2021-07-13 16:00:32,680 - mmaction - INFO - Epoch [201][1480/1879] lr: 1.135e-02, eta: 1 day, 1:02:49, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5496, top5_acc: 0.7801, loss_cls: 1.9270, loss: 1.9270, grad_norm: 4.4338 2021-07-13 16:00:49,537 - mmaction - INFO - Epoch [201][1500/1879] lr: 1.135e-02, eta: 1 day, 1:02:31, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5648, top5_acc: 0.7922, loss_cls: 1.8532, loss: 1.8532, grad_norm: 4.4911 2021-07-13 16:01:06,670 - mmaction - INFO - Epoch [201][1520/1879] lr: 1.135e-02, eta: 1 day, 1:02:13, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5660, top5_acc: 0.7836, loss_cls: 1.8670, loss: 1.8670, grad_norm: 4.4043 2021-07-13 16:01:23,832 - mmaction - INFO - Epoch [201][1540/1879] lr: 1.135e-02, eta: 1 day, 1:01:55, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5691, top5_acc: 0.7742, loss_cls: 1.8996, loss: 1.8996, grad_norm: 4.3602 2021-07-13 16:01:40,933 - mmaction - INFO - Epoch [201][1560/1879] lr: 1.135e-02, eta: 1 day, 1:01:38, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7559, loss_cls: 1.9592, loss: 1.9592, grad_norm: 4.4460 2021-07-13 16:01:58,004 - mmaction - INFO - Epoch [201][1580/1879] lr: 1.135e-02, eta: 1 day, 1:01:20, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5746, top5_acc: 0.7953, loss_cls: 1.7950, loss: 1.7950, grad_norm: 4.3099 2021-07-13 16:02:15,035 - mmaction - INFO - Epoch [201][1600/1879] lr: 1.135e-02, eta: 1 day, 1:01:03, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5586, top5_acc: 0.7871, loss_cls: 1.8669, loss: 1.8669, grad_norm: 4.3796 2021-07-13 16:02:31,990 - mmaction - INFO - Epoch [201][1620/1879] lr: 1.135e-02, eta: 1 day, 1:00:45, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5625, top5_acc: 0.7891, loss_cls: 1.8441, loss: 1.8441, grad_norm: 4.3220 2021-07-13 16:02:49,180 - mmaction - INFO - Epoch [201][1640/1879] lr: 1.135e-02, eta: 1 day, 1:00:27, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.5609, top5_acc: 0.7820, loss_cls: 1.8582, loss: 1.8582, grad_norm: 4.3867 2021-07-13 16:03:06,165 - mmaction - INFO - Epoch [201][1660/1879] lr: 1.135e-02, eta: 1 day, 1:00:10, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5523, top5_acc: 0.7852, loss_cls: 1.8989, loss: 1.8989, grad_norm: 4.4663 2021-07-13 16:03:23,003 - mmaction - INFO - Epoch [201][1680/1879] lr: 1.135e-02, eta: 1 day, 0:59:52, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5586, top5_acc: 0.7785, loss_cls: 1.8916, loss: 1.8916, grad_norm: 4.3910 2021-07-13 16:03:40,196 - mmaction - INFO - Epoch [201][1700/1879] lr: 1.135e-02, eta: 1 day, 0:59:34, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.5535, top5_acc: 0.7695, loss_cls: 1.9278, loss: 1.9278, grad_norm: 4.3878 2021-07-13 16:03:57,231 - mmaction - INFO - Epoch [201][1720/1879] lr: 1.135e-02, eta: 1 day, 0:59:16, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5676, top5_acc: 0.7746, loss_cls: 1.8790, loss: 1.8790, grad_norm: 4.3397 2021-07-13 16:04:14,360 - mmaction - INFO - Epoch [201][1740/1879] lr: 1.135e-02, eta: 1 day, 0:58:59, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5699, top5_acc: 0.7793, loss_cls: 1.8905, loss: 1.8905, grad_norm: 4.3592 2021-07-13 16:04:31,198 - mmaction - INFO - Epoch [201][1760/1879] lr: 1.135e-02, eta: 1 day, 0:58:41, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5551, top5_acc: 0.7820, loss_cls: 1.8976, loss: 1.8976, grad_norm: 4.3602 2021-07-13 16:04:48,153 - mmaction - INFO - Epoch [201][1780/1879] lr: 1.135e-02, eta: 1 day, 0:58:23, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5816, top5_acc: 0.7883, loss_cls: 1.8392, loss: 1.8392, grad_norm: 4.3372 2021-07-13 16:05:05,248 - mmaction - INFO - Epoch [201][1800/1879] lr: 1.135e-02, eta: 1 day, 0:58:06, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.5738, top5_acc: 0.7844, loss_cls: 1.8645, loss: 1.8645, grad_norm: 4.4255 2021-07-13 16:05:22,245 - mmaction - INFO - Epoch [201][1820/1879] lr: 1.135e-02, eta: 1 day, 0:57:48, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7785, loss_cls: 1.9388, loss: 1.9388, grad_norm: 4.5142 2021-07-13 16:05:39,211 - mmaction - INFO - Epoch [201][1840/1879] lr: 1.135e-02, eta: 1 day, 0:57:30, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5668, top5_acc: 0.7793, loss_cls: 1.8678, loss: 1.8678, grad_norm: 4.3792 2021-07-13 16:05:56,155 - mmaction - INFO - Epoch [201][1860/1879] lr: 1.135e-02, eta: 1 day, 0:57:12, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7824, loss_cls: 1.8875, loss: 1.8875, grad_norm: 4.3461 2021-07-13 16:07:07,870 - mmaction - INFO - Epoch [202][20/1879] lr: 1.096e-02, eta: 1 day, 0:56:56, time: 2.729, data_time: 1.705, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7863, loss_cls: 1.8637, loss: 1.8637, grad_norm: 4.3444 2021-07-13 16:07:24,587 - mmaction - INFO - Epoch [202][40/1879] lr: 1.096e-02, eta: 1 day, 0:56:38, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.5809, top5_acc: 0.7934, loss_cls: 1.8285, loss: 1.8285, grad_norm: 4.3823 2021-07-13 16:07:41,251 - mmaction - INFO - Epoch [202][60/1879] lr: 1.096e-02, eta: 1 day, 0:56:20, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.5805, top5_acc: 0.7891, loss_cls: 1.8072, loss: 1.8072, grad_norm: 4.2589 2021-07-13 16:07:58,015 - mmaction - INFO - Epoch [202][80/1879] lr: 1.096e-02, eta: 1 day, 0:56:02, time: 0.837, data_time: 0.006, memory: 6454, top1_acc: 0.5723, top5_acc: 0.7922, loss_cls: 1.8416, loss: 1.8416, grad_norm: 4.4853 2021-07-13 16:08:14,635 - mmaction - INFO - Epoch [202][100/1879] lr: 1.096e-02, eta: 1 day, 0:55:44, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7945, loss_cls: 1.8150, loss: 1.8150, grad_norm: 4.3325 2021-07-13 16:08:31,548 - mmaction - INFO - Epoch [202][120/1879] lr: 1.096e-02, eta: 1 day, 0:55:26, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5742, top5_acc: 0.7785, loss_cls: 1.8332, loss: 1.8332, grad_norm: 4.3112 2021-07-13 16:08:48,591 - mmaction - INFO - Epoch [202][140/1879] lr: 1.096e-02, eta: 1 day, 0:55:09, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7789, loss_cls: 1.8494, loss: 1.8494, grad_norm: 4.4053 2021-07-13 16:09:05,683 - mmaction - INFO - Epoch [202][160/1879] lr: 1.096e-02, eta: 1 day, 0:54:51, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5832, top5_acc: 0.7922, loss_cls: 1.8064, loss: 1.8064, grad_norm: 4.3718 2021-07-13 16:09:22,592 - mmaction - INFO - Epoch [202][180/1879] lr: 1.096e-02, eta: 1 day, 0:54:33, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5629, top5_acc: 0.7910, loss_cls: 1.8542, loss: 1.8542, grad_norm: 4.3217 2021-07-13 16:09:39,840 - mmaction - INFO - Epoch [202][200/1879] lr: 1.096e-02, eta: 1 day, 0:54:16, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7594, loss_cls: 1.9518, loss: 1.9518, grad_norm: 4.3299 2021-07-13 16:09:56,862 - mmaction - INFO - Epoch [202][220/1879] lr: 1.096e-02, eta: 1 day, 0:53:58, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5746, top5_acc: 0.7922, loss_cls: 1.7803, loss: 1.7803, grad_norm: 4.3711 2021-07-13 16:10:13,889 - mmaction - INFO - Epoch [202][240/1879] lr: 1.096e-02, eta: 1 day, 0:53:40, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5781, top5_acc: 0.7855, loss_cls: 1.8360, loss: 1.8360, grad_norm: 4.3185 2021-07-13 16:10:31,015 - mmaction - INFO - Epoch [202][260/1879] lr: 1.096e-02, eta: 1 day, 0:53:23, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5629, top5_acc: 0.7699, loss_cls: 1.9072, loss: 1.9072, grad_norm: 4.3604 2021-07-13 16:10:47,681 - mmaction - INFO - Epoch [202][280/1879] lr: 1.096e-02, eta: 1 day, 0:53:05, time: 0.839, data_time: 0.009, memory: 6454, top1_acc: 0.5934, top5_acc: 0.7984, loss_cls: 1.7419, loss: 1.7419, grad_norm: 4.1125 2021-07-13 16:11:04,433 - mmaction - INFO - Epoch [202][300/1879] lr: 1.096e-02, eta: 1 day, 0:52:47, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.5676, top5_acc: 0.7906, loss_cls: 1.8275, loss: 1.8275, grad_norm: 4.3770 2021-07-13 16:11:21,710 - mmaction - INFO - Epoch [202][320/1879] lr: 1.096e-02, eta: 1 day, 0:52:29, time: 0.863, data_time: 0.007, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7758, loss_cls: 1.9048, loss: 1.9048, grad_norm: 4.5114 2021-07-13 16:11:38,683 - mmaction - INFO - Epoch [202][340/1879] lr: 1.096e-02, eta: 1 day, 0:52:12, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7980, loss_cls: 1.7973, loss: 1.7973, grad_norm: 4.3260 2021-07-13 16:11:55,570 - mmaction - INFO - Epoch [202][360/1879] lr: 1.096e-02, eta: 1 day, 0:51:54, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7867, loss_cls: 1.8713, loss: 1.8713, grad_norm: 4.3995 2021-07-13 16:12:12,700 - mmaction - INFO - Epoch [202][380/1879] lr: 1.096e-02, eta: 1 day, 0:51:36, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5781, top5_acc: 0.7887, loss_cls: 1.8270, loss: 1.8270, grad_norm: 4.3079 2021-07-13 16:12:29,714 - mmaction - INFO - Epoch [202][400/1879] lr: 1.096e-02, eta: 1 day, 0:51:19, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7945, loss_cls: 1.8175, loss: 1.8175, grad_norm: 4.3376 2021-07-13 16:12:46,805 - mmaction - INFO - Epoch [202][420/1879] lr: 1.096e-02, eta: 1 day, 0:51:01, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7758, loss_cls: 1.8875, loss: 1.8875, grad_norm: 4.3786 2021-07-13 16:13:03,631 - mmaction - INFO - Epoch [202][440/1879] lr: 1.096e-02, eta: 1 day, 0:50:43, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.5809, top5_acc: 0.7852, loss_cls: 1.8362, loss: 1.8362, grad_norm: 4.3889 2021-07-13 16:13:20,852 - mmaction - INFO - Epoch [202][460/1879] lr: 1.096e-02, eta: 1 day, 0:50:26, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5707, top5_acc: 0.7930, loss_cls: 1.8191, loss: 1.8191, grad_norm: 4.4555 2021-07-13 16:13:37,665 - mmaction - INFO - Epoch [202][480/1879] lr: 1.096e-02, eta: 1 day, 0:50:08, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5637, top5_acc: 0.7777, loss_cls: 1.9053, loss: 1.9053, grad_norm: 4.5261 2021-07-13 16:13:54,559 - mmaction - INFO - Epoch [202][500/1879] lr: 1.096e-02, eta: 1 day, 0:49:50, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5750, top5_acc: 0.7742, loss_cls: 1.8667, loss: 1.8667, grad_norm: 4.4068 2021-07-13 16:14:11,689 - mmaction - INFO - Epoch [202][520/1879] lr: 1.096e-02, eta: 1 day, 0:49:32, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.5695, top5_acc: 0.7836, loss_cls: 1.8640, loss: 1.8640, grad_norm: 4.4616 2021-07-13 16:14:28,822 - mmaction - INFO - Epoch [202][540/1879] lr: 1.096e-02, eta: 1 day, 0:49:15, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7758, loss_cls: 1.9181, loss: 1.9181, grad_norm: 4.5138 2021-07-13 16:14:45,875 - mmaction - INFO - Epoch [202][560/1879] lr: 1.096e-02, eta: 1 day, 0:48:57, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5676, top5_acc: 0.7773, loss_cls: 1.8901, loss: 1.8901, grad_norm: 4.5130 2021-07-13 16:15:02,682 - mmaction - INFO - Epoch [202][580/1879] lr: 1.096e-02, eta: 1 day, 0:48:39, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.5777, top5_acc: 0.7836, loss_cls: 1.8508, loss: 1.8508, grad_norm: 4.2378 2021-07-13 16:15:19,747 - mmaction - INFO - Epoch [202][600/1879] lr: 1.096e-02, eta: 1 day, 0:48:22, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7801, loss_cls: 1.8864, loss: 1.8864, grad_norm: 4.3752 2021-07-13 16:15:36,927 - mmaction - INFO - Epoch [202][620/1879] lr: 1.096e-02, eta: 1 day, 0:48:04, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5801, top5_acc: 0.7840, loss_cls: 1.8269, loss: 1.8269, grad_norm: 4.3339 2021-07-13 16:15:53,766 - mmaction - INFO - Epoch [202][640/1879] lr: 1.096e-02, eta: 1 day, 0:47:46, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7809, loss_cls: 1.8795, loss: 1.8795, grad_norm: 4.4597 2021-07-13 16:16:10,663 - mmaction - INFO - Epoch [202][660/1879] lr: 1.096e-02, eta: 1 day, 0:47:28, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5781, top5_acc: 0.7855, loss_cls: 1.8205, loss: 1.8205, grad_norm: 4.3800 2021-07-13 16:16:27,531 - mmaction - INFO - Epoch [202][680/1879] lr: 1.096e-02, eta: 1 day, 0:47:11, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7809, loss_cls: 1.8984, loss: 1.8984, grad_norm: 4.4512 2021-07-13 16:16:44,489 - mmaction - INFO - Epoch [202][700/1879] lr: 1.096e-02, eta: 1 day, 0:46:53, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5785, top5_acc: 0.7883, loss_cls: 1.8088, loss: 1.8088, grad_norm: 4.3652 2021-07-13 16:17:01,607 - mmaction - INFO - Epoch [202][720/1879] lr: 1.096e-02, eta: 1 day, 0:46:35, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7637, loss_cls: 1.9643, loss: 1.9643, grad_norm: 4.4137 2021-07-13 16:17:18,708 - mmaction - INFO - Epoch [202][740/1879] lr: 1.096e-02, eta: 1 day, 0:46:18, time: 0.854, data_time: 0.011, memory: 6454, top1_acc: 0.5512, top5_acc: 0.7773, loss_cls: 1.9224, loss: 1.9224, grad_norm: 4.5636 2021-07-13 16:17:35,674 - mmaction - INFO - Epoch [202][760/1879] lr: 1.096e-02, eta: 1 day, 0:46:00, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5672, top5_acc: 0.7805, loss_cls: 1.8606, loss: 1.8606, grad_norm: 4.3410 2021-07-13 16:17:52,710 - mmaction - INFO - Epoch [202][780/1879] lr: 1.096e-02, eta: 1 day, 0:45:42, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5754, top5_acc: 0.7832, loss_cls: 1.8392, loss: 1.8392, grad_norm: 4.4739 2021-07-13 16:18:09,566 - mmaction - INFO - Epoch [202][800/1879] lr: 1.096e-02, eta: 1 day, 0:45:24, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5676, top5_acc: 0.7937, loss_cls: 1.8413, loss: 1.8413, grad_norm: 4.3335 2021-07-13 16:18:26,576 - mmaction - INFO - Epoch [202][820/1879] lr: 1.096e-02, eta: 1 day, 0:45:07, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7805, loss_cls: 1.8696, loss: 1.8696, grad_norm: 4.5155 2021-07-13 16:18:43,727 - mmaction - INFO - Epoch [202][840/1879] lr: 1.096e-02, eta: 1 day, 0:44:49, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5652, top5_acc: 0.7961, loss_cls: 1.8432, loss: 1.8432, grad_norm: 4.4698 2021-07-13 16:19:00,700 - mmaction - INFO - Epoch [202][860/1879] lr: 1.096e-02, eta: 1 day, 0:44:31, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5617, top5_acc: 0.7875, loss_cls: 1.8588, loss: 1.8588, grad_norm: 4.4480 2021-07-13 16:19:17,669 - mmaction - INFO - Epoch [202][880/1879] lr: 1.096e-02, eta: 1 day, 0:44:14, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7746, loss_cls: 1.9050, loss: 1.9050, grad_norm: 4.3339 2021-07-13 16:19:34,473 - mmaction - INFO - Epoch [202][900/1879] lr: 1.096e-02, eta: 1 day, 0:43:56, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5687, top5_acc: 0.7828, loss_cls: 1.8550, loss: 1.8550, grad_norm: 4.2991 2021-07-13 16:19:51,575 - mmaction - INFO - Epoch [202][920/1879] lr: 1.096e-02, eta: 1 day, 0:43:38, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.5633, top5_acc: 0.7805, loss_cls: 1.8680, loss: 1.8680, grad_norm: 4.3122 2021-07-13 16:20:08,549 - mmaction - INFO - Epoch [202][940/1879] lr: 1.096e-02, eta: 1 day, 0:43:21, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5719, top5_acc: 0.7832, loss_cls: 1.8752, loss: 1.8752, grad_norm: 4.4867 2021-07-13 16:20:25,446 - mmaction - INFO - Epoch [202][960/1879] lr: 1.096e-02, eta: 1 day, 0:43:03, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7695, loss_cls: 1.9246, loss: 1.9246, grad_norm: 4.5850 2021-07-13 16:20:42,367 - mmaction - INFO - Epoch [202][980/1879] lr: 1.096e-02, eta: 1 day, 0:42:45, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5621, top5_acc: 0.7762, loss_cls: 1.8922, loss: 1.8922, grad_norm: 4.3535 2021-07-13 16:20:59,515 - mmaction - INFO - Epoch [202][1000/1879] lr: 1.096e-02, eta: 1 day, 0:42:27, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5625, top5_acc: 0.7770, loss_cls: 1.8767, loss: 1.8767, grad_norm: 4.4579 2021-07-13 16:21:16,503 - mmaction - INFO - Epoch [202][1020/1879] lr: 1.096e-02, eta: 1 day, 0:42:10, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5707, top5_acc: 0.7852, loss_cls: 1.8705, loss: 1.8705, grad_norm: 4.3750 2021-07-13 16:21:33,643 - mmaction - INFO - Epoch [202][1040/1879] lr: 1.096e-02, eta: 1 day, 0:41:52, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5660, top5_acc: 0.7918, loss_cls: 1.8390, loss: 1.8390, grad_norm: 4.3704 2021-07-13 16:21:50,547 - mmaction - INFO - Epoch [202][1060/1879] lr: 1.096e-02, eta: 1 day, 0:41:34, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5660, top5_acc: 0.7797, loss_cls: 1.8575, loss: 1.8575, grad_norm: 4.3975 2021-07-13 16:22:07,811 - mmaction - INFO - Epoch [202][1080/1879] lr: 1.096e-02, eta: 1 day, 0:41:17, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7898, loss_cls: 1.7954, loss: 1.7954, grad_norm: 4.3847 2021-07-13 16:22:24,846 - mmaction - INFO - Epoch [202][1100/1879] lr: 1.096e-02, eta: 1 day, 0:40:59, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7820, loss_cls: 1.8692, loss: 1.8692, grad_norm: 4.4227 2021-07-13 16:22:41,924 - mmaction - INFO - Epoch [202][1120/1879] lr: 1.096e-02, eta: 1 day, 0:40:42, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5520, top5_acc: 0.7641, loss_cls: 1.9203, loss: 1.9203, grad_norm: 4.3793 2021-07-13 16:22:59,049 - mmaction - INFO - Epoch [202][1140/1879] lr: 1.096e-02, eta: 1 day, 0:40:24, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.5590, top5_acc: 0.7875, loss_cls: 1.8950, loss: 1.8950, grad_norm: 4.4918 2021-07-13 16:23:15,988 - mmaction - INFO - Epoch [202][1160/1879] lr: 1.096e-02, eta: 1 day, 0:40:06, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7762, loss_cls: 1.8960, loss: 1.8960, grad_norm: 4.4332 2021-07-13 16:23:32,858 - mmaction - INFO - Epoch [202][1180/1879] lr: 1.096e-02, eta: 1 day, 0:39:48, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5539, top5_acc: 0.7672, loss_cls: 1.9211, loss: 1.9211, grad_norm: 4.3195 2021-07-13 16:23:50,055 - mmaction - INFO - Epoch [202][1200/1879] lr: 1.096e-02, eta: 1 day, 0:39:31, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.5660, top5_acc: 0.7914, loss_cls: 1.8492, loss: 1.8492, grad_norm: 4.4154 2021-07-13 16:24:07,000 - mmaction - INFO - Epoch [202][1220/1879] lr: 1.096e-02, eta: 1 day, 0:39:13, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7824, loss_cls: 1.8937, loss: 1.8937, grad_norm: 4.5182 2021-07-13 16:24:24,071 - mmaction - INFO - Epoch [202][1240/1879] lr: 1.096e-02, eta: 1 day, 0:38:55, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7762, loss_cls: 1.9116, loss: 1.9116, grad_norm: 4.4948 2021-07-13 16:24:41,019 - mmaction - INFO - Epoch [202][1260/1879] lr: 1.096e-02, eta: 1 day, 0:38:38, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5687, top5_acc: 0.7805, loss_cls: 1.8847, loss: 1.8847, grad_norm: 4.4343 2021-07-13 16:24:58,261 - mmaction - INFO - Epoch [202][1280/1879] lr: 1.096e-02, eta: 1 day, 0:38:20, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.5527, top5_acc: 0.7809, loss_cls: 1.9132, loss: 1.9132, grad_norm: 4.3900 2021-07-13 16:25:15,119 - mmaction - INFO - Epoch [202][1300/1879] lr: 1.096e-02, eta: 1 day, 0:38:02, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5551, top5_acc: 0.7867, loss_cls: 1.8858, loss: 1.8858, grad_norm: 4.3513 2021-07-13 16:25:32,152 - mmaction - INFO - Epoch [202][1320/1879] lr: 1.096e-02, eta: 1 day, 0:37:45, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5586, top5_acc: 0.7688, loss_cls: 1.9120, loss: 1.9120, grad_norm: 4.4576 2021-07-13 16:25:49,130 - mmaction - INFO - Epoch [202][1340/1879] lr: 1.096e-02, eta: 1 day, 0:37:27, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5570, top5_acc: 0.7777, loss_cls: 1.8847, loss: 1.8847, grad_norm: 4.3910 2021-07-13 16:26:06,170 - mmaction - INFO - Epoch [202][1360/1879] lr: 1.096e-02, eta: 1 day, 0:37:09, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7918, loss_cls: 1.8257, loss: 1.8257, grad_norm: 4.3575 2021-07-13 16:26:23,169 - mmaction - INFO - Epoch [202][1380/1879] lr: 1.096e-02, eta: 1 day, 0:36:52, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7848, loss_cls: 1.8143, loss: 1.8143, grad_norm: 4.3839 2021-07-13 16:26:39,917 - mmaction - INFO - Epoch [202][1400/1879] lr: 1.096e-02, eta: 1 day, 0:36:34, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.5652, top5_acc: 0.7766, loss_cls: 1.8857, loss: 1.8857, grad_norm: 4.4350 2021-07-13 16:26:56,933 - mmaction - INFO - Epoch [202][1420/1879] lr: 1.096e-02, eta: 1 day, 0:36:16, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7891, loss_cls: 1.8199, loss: 1.8199, grad_norm: 4.4621 2021-07-13 16:27:13,791 - mmaction - INFO - Epoch [202][1440/1879] lr: 1.096e-02, eta: 1 day, 0:35:58, time: 0.843, data_time: 0.007, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7691, loss_cls: 1.8919, loss: 1.8919, grad_norm: 4.3838 2021-07-13 16:27:30,887 - mmaction - INFO - Epoch [202][1460/1879] lr: 1.096e-02, eta: 1 day, 0:35:41, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5496, top5_acc: 0.7625, loss_cls: 1.9578, loss: 1.9578, grad_norm: 4.4370 2021-07-13 16:27:47,781 - mmaction - INFO - Epoch [202][1480/1879] lr: 1.096e-02, eta: 1 day, 0:35:23, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7988, loss_cls: 1.8123, loss: 1.8123, grad_norm: 4.4900 2021-07-13 16:28:04,829 - mmaction - INFO - Epoch [202][1500/1879] lr: 1.096e-02, eta: 1 day, 0:35:05, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7887, loss_cls: 1.8166, loss: 1.8166, grad_norm: 4.3775 2021-07-13 16:28:21,851 - mmaction - INFO - Epoch [202][1520/1879] lr: 1.096e-02, eta: 1 day, 0:34:47, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5621, top5_acc: 0.7863, loss_cls: 1.8904, loss: 1.8904, grad_norm: 4.3565 2021-07-13 16:28:39,051 - mmaction - INFO - Epoch [202][1540/1879] lr: 1.096e-02, eta: 1 day, 0:34:30, time: 0.864, data_time: 0.006, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7785, loss_cls: 1.9138, loss: 1.9138, grad_norm: 4.4513 2021-07-13 16:28:56,221 - mmaction - INFO - Epoch [202][1560/1879] lr: 1.096e-02, eta: 1 day, 0:34:12, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.5816, top5_acc: 0.7871, loss_cls: 1.8539, loss: 1.8539, grad_norm: 4.4592 2021-07-13 16:29:13,101 - mmaction - INFO - Epoch [202][1580/1879] lr: 1.096e-02, eta: 1 day, 0:33:55, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7633, loss_cls: 1.9384, loss: 1.9384, grad_norm: 4.4949 2021-07-13 16:29:30,117 - mmaction - INFO - Epoch [202][1600/1879] lr: 1.096e-02, eta: 1 day, 0:33:37, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5668, top5_acc: 0.7734, loss_cls: 1.9292, loss: 1.9292, grad_norm: 4.3519 2021-07-13 16:29:47,034 - mmaction - INFO - Epoch [202][1620/1879] lr: 1.096e-02, eta: 1 day, 0:33:19, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7805, loss_cls: 1.8727, loss: 1.8727, grad_norm: 4.3285 2021-07-13 16:30:04,393 - mmaction - INFO - Epoch [202][1640/1879] lr: 1.096e-02, eta: 1 day, 0:33:02, time: 0.865, data_time: 0.006, memory: 6454, top1_acc: 0.5762, top5_acc: 0.7914, loss_cls: 1.8322, loss: 1.8322, grad_norm: 4.4915 2021-07-13 16:30:21,327 - mmaction - INFO - Epoch [202][1660/1879] lr: 1.096e-02, eta: 1 day, 0:32:44, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5805, top5_acc: 0.7891, loss_cls: 1.8216, loss: 1.8216, grad_norm: 4.4563 2021-07-13 16:30:38,403 - mmaction - INFO - Epoch [202][1680/1879] lr: 1.096e-02, eta: 1 day, 0:32:26, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5578, top5_acc: 0.7793, loss_cls: 1.8741, loss: 1.8741, grad_norm: 4.4440 2021-07-13 16:30:55,511 - mmaction - INFO - Epoch [202][1700/1879] lr: 1.096e-02, eta: 1 day, 0:32:09, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5559, top5_acc: 0.7727, loss_cls: 1.9113, loss: 1.9113, grad_norm: 4.4542 2021-07-13 16:31:12,502 - mmaction - INFO - Epoch [202][1720/1879] lr: 1.096e-02, eta: 1 day, 0:31:51, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5676, top5_acc: 0.7766, loss_cls: 1.8928, loss: 1.8928, grad_norm: 4.3987 2021-07-13 16:31:29,537 - mmaction - INFO - Epoch [202][1740/1879] lr: 1.096e-02, eta: 1 day, 0:31:33, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5652, top5_acc: 0.7836, loss_cls: 1.9124, loss: 1.9124, grad_norm: 4.4172 2021-07-13 16:31:46,580 - mmaction - INFO - Epoch [202][1760/1879] lr: 1.096e-02, eta: 1 day, 0:31:16, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7707, loss_cls: 1.8845, loss: 1.8845, grad_norm: 4.4104 2021-07-13 16:32:03,571 - mmaction - INFO - Epoch [202][1780/1879] lr: 1.096e-02, eta: 1 day, 0:30:58, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5762, top5_acc: 0.7965, loss_cls: 1.7891, loss: 1.7891, grad_norm: 4.3394 2021-07-13 16:32:20,720 - mmaction - INFO - Epoch [202][1800/1879] lr: 1.096e-02, eta: 1 day, 0:30:41, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7805, loss_cls: 1.8347, loss: 1.8347, grad_norm: 4.3990 2021-07-13 16:32:37,693 - mmaction - INFO - Epoch [202][1820/1879] lr: 1.096e-02, eta: 1 day, 0:30:23, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5672, top5_acc: 0.7887, loss_cls: 1.8371, loss: 1.8371, grad_norm: 4.4536 2021-07-13 16:32:54,577 - mmaction - INFO - Epoch [202][1840/1879] lr: 1.096e-02, eta: 1 day, 0:30:05, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5789, top5_acc: 0.7852, loss_cls: 1.8258, loss: 1.8258, grad_norm: 4.4355 2021-07-13 16:33:11,588 - mmaction - INFO - Epoch [202][1860/1879] lr: 1.096e-02, eta: 1 day, 0:29:47, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5621, top5_acc: 0.7824, loss_cls: 1.8948, loss: 1.8948, grad_norm: 4.3892 2021-07-13 16:35:03,082 - mmaction - INFO - Epoch [203][20/1879] lr: 1.058e-02, eta: 1 day, 0:30:02, time: 4.691, data_time: 3.780, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7867, loss_cls: 1.8410, loss: 1.8410, grad_norm: 4.3847 2021-07-13 16:35:19,675 - mmaction - INFO - Epoch [203][40/1879] lr: 1.058e-02, eta: 1 day, 0:29:45, time: 0.838, data_time: 0.014, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7891, loss_cls: 1.8606, loss: 1.8606, grad_norm: 4.5786 2021-07-13 16:35:36,319 - mmaction - INFO - Epoch [203][60/1879] lr: 1.058e-02, eta: 1 day, 0:29:27, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.5711, top5_acc: 0.7793, loss_cls: 1.8420, loss: 1.8420, grad_norm: 4.4495 2021-07-13 16:35:53,358 - mmaction - INFO - Epoch [203][80/1879] lr: 1.058e-02, eta: 1 day, 0:29:09, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5738, top5_acc: 0.7902, loss_cls: 1.8251, loss: 1.8251, grad_norm: 4.3927 2021-07-13 16:36:10,502 - mmaction - INFO - Epoch [203][100/1879] lr: 1.058e-02, eta: 1 day, 0:28:51, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7914, loss_cls: 1.8313, loss: 1.8313, grad_norm: 4.3801 2021-07-13 16:36:27,202 - mmaction - INFO - Epoch [203][120/1879] lr: 1.058e-02, eta: 1 day, 0:28:33, time: 0.839, data_time: 0.008, memory: 6454, top1_acc: 0.5762, top5_acc: 0.7887, loss_cls: 1.8308, loss: 1.8308, grad_norm: 4.3324 2021-07-13 16:36:44,161 - mmaction - INFO - Epoch [203][140/1879] lr: 1.058e-02, eta: 1 day, 0:28:16, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5844, top5_acc: 0.7996, loss_cls: 1.7742, loss: 1.7742, grad_norm: 4.3475 2021-07-13 16:37:01,070 - mmaction - INFO - Epoch [203][160/1879] lr: 1.058e-02, eta: 1 day, 0:27:58, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5711, top5_acc: 0.7828, loss_cls: 1.8472, loss: 1.8472, grad_norm: 4.5084 2021-07-13 16:37:17,947 - mmaction - INFO - Epoch [203][180/1879] lr: 1.058e-02, eta: 1 day, 0:27:40, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5793, top5_acc: 0.7906, loss_cls: 1.7997, loss: 1.7997, grad_norm: 4.3174 2021-07-13 16:37:34,980 - mmaction - INFO - Epoch [203][200/1879] lr: 1.058e-02, eta: 1 day, 0:27:22, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5625, top5_acc: 0.7828, loss_cls: 1.8813, loss: 1.8813, grad_norm: 4.4879 2021-07-13 16:37:51,833 - mmaction - INFO - Epoch [203][220/1879] lr: 1.058e-02, eta: 1 day, 0:27:05, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5742, top5_acc: 0.7898, loss_cls: 1.8202, loss: 1.8202, grad_norm: 4.3546 2021-07-13 16:38:08,635 - mmaction - INFO - Epoch [203][240/1879] lr: 1.058e-02, eta: 1 day, 0:26:47, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5875, top5_acc: 0.7828, loss_cls: 1.8283, loss: 1.8283, grad_norm: 4.3733 2021-07-13 16:38:25,504 - mmaction - INFO - Epoch [203][260/1879] lr: 1.058e-02, eta: 1 day, 0:26:29, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5676, top5_acc: 0.7898, loss_cls: 1.8641, loss: 1.8641, grad_norm: 4.5926 2021-07-13 16:38:42,603 - mmaction - INFO - Epoch [203][280/1879] lr: 1.058e-02, eta: 1 day, 0:26:11, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5687, top5_acc: 0.7719, loss_cls: 1.8903, loss: 1.8903, grad_norm: 4.5089 2021-07-13 16:38:59,784 - mmaction - INFO - Epoch [203][300/1879] lr: 1.058e-02, eta: 1 day, 0:25:54, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5805, top5_acc: 0.7977, loss_cls: 1.8030, loss: 1.8030, grad_norm: 4.4661 2021-07-13 16:39:16,438 - mmaction - INFO - Epoch [203][320/1879] lr: 1.058e-02, eta: 1 day, 0:25:36, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.5844, top5_acc: 0.8004, loss_cls: 1.8035, loss: 1.8035, grad_norm: 4.4122 2021-07-13 16:39:33,675 - mmaction - INFO - Epoch [203][340/1879] lr: 1.058e-02, eta: 1 day, 0:25:18, time: 0.862, data_time: 0.001, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7719, loss_cls: 1.8499, loss: 1.8499, grad_norm: 4.4659 2021-07-13 16:39:50,915 - mmaction - INFO - Epoch [203][360/1879] lr: 1.058e-02, eta: 1 day, 0:25:01, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.5684, top5_acc: 0.7801, loss_cls: 1.8636, loss: 1.8636, grad_norm: 4.4507 2021-07-13 16:40:08,111 - mmaction - INFO - Epoch [203][380/1879] lr: 1.058e-02, eta: 1 day, 0:24:43, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5586, top5_acc: 0.7844, loss_cls: 1.8457, loss: 1.8457, grad_norm: 4.4155 2021-07-13 16:40:25,171 - mmaction - INFO - Epoch [203][400/1879] lr: 1.058e-02, eta: 1 day, 0:24:26, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5789, top5_acc: 0.7879, loss_cls: 1.8043, loss: 1.8043, grad_norm: 4.4142 2021-07-13 16:40:42,097 - mmaction - INFO - Epoch [203][420/1879] lr: 1.058e-02, eta: 1 day, 0:24:08, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5625, top5_acc: 0.7812, loss_cls: 1.8422, loss: 1.8422, grad_norm: 4.5494 2021-07-13 16:40:59,116 - mmaction - INFO - Epoch [203][440/1879] lr: 1.058e-02, eta: 1 day, 0:23:50, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5773, top5_acc: 0.7895, loss_cls: 1.8196, loss: 1.8196, grad_norm: 4.3996 2021-07-13 16:41:16,261 - mmaction - INFO - Epoch [203][460/1879] lr: 1.058e-02, eta: 1 day, 0:23:32, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5883, top5_acc: 0.7941, loss_cls: 1.8129, loss: 1.8129, grad_norm: 4.3540 2021-07-13 16:41:33,419 - mmaction - INFO - Epoch [203][480/1879] lr: 1.058e-02, eta: 1 day, 0:23:15, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.5617, top5_acc: 0.7852, loss_cls: 1.8736, loss: 1.8736, grad_norm: 4.4089 2021-07-13 16:41:50,497 - mmaction - INFO - Epoch [203][500/1879] lr: 1.058e-02, eta: 1 day, 0:22:57, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7793, loss_cls: 1.8345, loss: 1.8345, grad_norm: 4.4503 2021-07-13 16:42:07,741 - mmaction - INFO - Epoch [203][520/1879] lr: 1.058e-02, eta: 1 day, 0:22:40, time: 0.862, data_time: 0.003, memory: 6454, top1_acc: 0.5637, top5_acc: 0.7742, loss_cls: 1.8926, loss: 1.8926, grad_norm: 4.5355 2021-07-13 16:42:24,812 - mmaction - INFO - Epoch [203][540/1879] lr: 1.058e-02, eta: 1 day, 0:22:22, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7898, loss_cls: 1.8480, loss: 1.8480, grad_norm: 4.5256 2021-07-13 16:42:41,340 - mmaction - INFO - Epoch [203][560/1879] lr: 1.058e-02, eta: 1 day, 0:22:04, time: 0.826, data_time: 0.004, memory: 6454, top1_acc: 0.5578, top5_acc: 0.7832, loss_cls: 1.8727, loss: 1.8727, grad_norm: 4.4511 2021-07-13 16:42:58,388 - mmaction - INFO - Epoch [203][580/1879] lr: 1.058e-02, eta: 1 day, 0:21:46, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7844, loss_cls: 1.8236, loss: 1.8236, grad_norm: 4.4023 2021-07-13 16:43:15,349 - mmaction - INFO - Epoch [203][600/1879] lr: 1.058e-02, eta: 1 day, 0:21:29, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5758, top5_acc: 0.7859, loss_cls: 1.8205, loss: 1.8205, grad_norm: 4.4094 2021-07-13 16:43:32,332 - mmaction - INFO - Epoch [203][620/1879] lr: 1.058e-02, eta: 1 day, 0:21:11, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5719, top5_acc: 0.7891, loss_cls: 1.8227, loss: 1.8227, grad_norm: 4.3441 2021-07-13 16:43:49,467 - mmaction - INFO - Epoch [203][640/1879] lr: 1.058e-02, eta: 1 day, 0:20:53, time: 0.856, data_time: 0.001, memory: 6454, top1_acc: 0.5629, top5_acc: 0.7777, loss_cls: 1.8809, loss: 1.8809, grad_norm: 4.4519 2021-07-13 16:44:06,539 - mmaction - INFO - Epoch [203][660/1879] lr: 1.058e-02, eta: 1 day, 0:20:36, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5754, top5_acc: 0.7945, loss_cls: 1.8035, loss: 1.8035, grad_norm: 4.4728 2021-07-13 16:44:23,466 - mmaction - INFO - Epoch [203][680/1879] lr: 1.058e-02, eta: 1 day, 0:20:18, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5789, top5_acc: 0.7828, loss_cls: 1.8461, loss: 1.8461, grad_norm: 4.3860 2021-07-13 16:44:40,335 - mmaction - INFO - Epoch [203][700/1879] lr: 1.058e-02, eta: 1 day, 0:20:00, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7879, loss_cls: 1.8492, loss: 1.8492, grad_norm: 4.4596 2021-07-13 16:44:57,285 - mmaction - INFO - Epoch [203][720/1879] lr: 1.058e-02, eta: 1 day, 0:19:42, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7883, loss_cls: 1.8776, loss: 1.8776, grad_norm: 4.4916 2021-07-13 16:45:14,291 - mmaction - INFO - Epoch [203][740/1879] lr: 1.058e-02, eta: 1 day, 0:19:25, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5836, top5_acc: 0.7867, loss_cls: 1.8179, loss: 1.8179, grad_norm: 4.3974 2021-07-13 16:45:31,305 - mmaction - INFO - Epoch [203][760/1879] lr: 1.058e-02, eta: 1 day, 0:19:07, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5750, top5_acc: 0.7883, loss_cls: 1.8254, loss: 1.8254, grad_norm: 4.4534 2021-07-13 16:45:48,272 - mmaction - INFO - Epoch [203][780/1879] lr: 1.058e-02, eta: 1 day, 0:18:49, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7758, loss_cls: 1.8975, loss: 1.8975, grad_norm: 4.3932 2021-07-13 16:46:05,412 - mmaction - INFO - Epoch [203][800/1879] lr: 1.058e-02, eta: 1 day, 0:18:32, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.5793, top5_acc: 0.7914, loss_cls: 1.8655, loss: 1.8655, grad_norm: 4.4036 2021-07-13 16:46:22,527 - mmaction - INFO - Epoch [203][820/1879] lr: 1.058e-02, eta: 1 day, 0:18:14, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5730, top5_acc: 0.7793, loss_cls: 1.8509, loss: 1.8509, grad_norm: 4.5367 2021-07-13 16:46:39,425 - mmaction - INFO - Epoch [203][840/1879] lr: 1.058e-02, eta: 1 day, 0:17:56, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5711, top5_acc: 0.7801, loss_cls: 1.8771, loss: 1.8771, grad_norm: 4.5040 2021-07-13 16:46:56,485 - mmaction - INFO - Epoch [203][860/1879] lr: 1.058e-02, eta: 1 day, 0:17:39, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5730, top5_acc: 0.7980, loss_cls: 1.8137, loss: 1.8137, grad_norm: 4.4431 2021-07-13 16:47:13,438 - mmaction - INFO - Epoch [203][880/1879] lr: 1.058e-02, eta: 1 day, 0:17:21, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7762, loss_cls: 1.8782, loss: 1.8782, grad_norm: 4.4797 2021-07-13 16:47:30,332 - mmaction - INFO - Epoch [203][900/1879] lr: 1.058e-02, eta: 1 day, 0:17:03, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5805, top5_acc: 0.7937, loss_cls: 1.7774, loss: 1.7774, grad_norm: 4.3188 2021-07-13 16:47:47,201 - mmaction - INFO - Epoch [203][920/1879] lr: 1.058e-02, eta: 1 day, 0:16:45, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7836, loss_cls: 1.8124, loss: 1.8124, grad_norm: 4.3445 2021-07-13 16:48:04,071 - mmaction - INFO - Epoch [203][940/1879] lr: 1.058e-02, eta: 1 day, 0:16:28, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5617, top5_acc: 0.7848, loss_cls: 1.8757, loss: 1.8757, grad_norm: 4.4392 2021-07-13 16:48:20,581 - mmaction - INFO - Epoch [203][960/1879] lr: 1.058e-02, eta: 1 day, 0:16:09, time: 0.827, data_time: 0.003, memory: 6454, top1_acc: 0.5754, top5_acc: 0.7770, loss_cls: 1.8781, loss: 1.8781, grad_norm: 4.4817 2021-07-13 16:48:37,502 - mmaction - INFO - Epoch [203][980/1879] lr: 1.058e-02, eta: 1 day, 0:15:52, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5848, top5_acc: 0.7863, loss_cls: 1.8267, loss: 1.8267, grad_norm: 4.3447 2021-07-13 16:48:54,452 - mmaction - INFO - Epoch [203][1000/1879] lr: 1.058e-02, eta: 1 day, 0:15:34, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5469, top5_acc: 0.7750, loss_cls: 1.8999, loss: 1.8999, grad_norm: 4.5108 2021-07-13 16:49:11,602 - mmaction - INFO - Epoch [203][1020/1879] lr: 1.058e-02, eta: 1 day, 0:15:16, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5848, top5_acc: 0.7844, loss_cls: 1.7998, loss: 1.7998, grad_norm: 4.3241 2021-07-13 16:49:28,583 - mmaction - INFO - Epoch [203][1040/1879] lr: 1.058e-02, eta: 1 day, 0:14:59, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7816, loss_cls: 1.8673, loss: 1.8673, grad_norm: 4.4835 2021-07-13 16:49:45,601 - mmaction - INFO - Epoch [203][1060/1879] lr: 1.058e-02, eta: 1 day, 0:14:41, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5711, top5_acc: 0.7859, loss_cls: 1.8643, loss: 1.8643, grad_norm: 4.4457 2021-07-13 16:50:02,488 - mmaction - INFO - Epoch [203][1080/1879] lr: 1.058e-02, eta: 1 day, 0:14:23, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5770, top5_acc: 0.7777, loss_cls: 1.8778, loss: 1.8778, grad_norm: 4.5367 2021-07-13 16:50:19,441 - mmaction - INFO - Epoch [203][1100/1879] lr: 1.058e-02, eta: 1 day, 0:14:05, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5586, top5_acc: 0.7906, loss_cls: 1.8657, loss: 1.8657, grad_norm: 4.5443 2021-07-13 16:50:36,329 - mmaction - INFO - Epoch [203][1120/1879] lr: 1.058e-02, eta: 1 day, 0:13:48, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5801, top5_acc: 0.7918, loss_cls: 1.8111, loss: 1.8111, grad_norm: 4.4745 2021-07-13 16:50:53,255 - mmaction - INFO - Epoch [203][1140/1879] lr: 1.058e-02, eta: 1 day, 0:13:30, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5746, top5_acc: 0.7883, loss_cls: 1.8268, loss: 1.8268, grad_norm: 4.5124 2021-07-13 16:51:10,312 - mmaction - INFO - Epoch [203][1160/1879] lr: 1.058e-02, eta: 1 day, 0:13:12, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5645, top5_acc: 0.7824, loss_cls: 1.8578, loss: 1.8578, grad_norm: 4.4352 2021-07-13 16:51:26,868 - mmaction - INFO - Epoch [203][1180/1879] lr: 1.058e-02, eta: 1 day, 0:12:54, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.5848, top5_acc: 0.7812, loss_cls: 1.8057, loss: 1.8057, grad_norm: 4.4127 2021-07-13 16:51:43,846 - mmaction - INFO - Epoch [203][1200/1879] lr: 1.058e-02, eta: 1 day, 0:12:36, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5773, top5_acc: 0.7937, loss_cls: 1.8181, loss: 1.8181, grad_norm: 4.4603 2021-07-13 16:52:00,898 - mmaction - INFO - Epoch [203][1220/1879] lr: 1.058e-02, eta: 1 day, 0:12:19, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7773, loss_cls: 1.9008, loss: 1.9008, grad_norm: 4.5063 2021-07-13 16:52:17,933 - mmaction - INFO - Epoch [203][1240/1879] lr: 1.058e-02, eta: 1 day, 0:12:01, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5617, top5_acc: 0.7848, loss_cls: 1.8734, loss: 1.8734, grad_norm: 4.5196 2021-07-13 16:52:35,147 - mmaction - INFO - Epoch [203][1260/1879] lr: 1.058e-02, eta: 1 day, 0:11:44, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.5773, top5_acc: 0.7898, loss_cls: 1.8009, loss: 1.8009, grad_norm: 4.4433 2021-07-13 16:52:51,757 - mmaction - INFO - Epoch [203][1280/1879] lr: 1.058e-02, eta: 1 day, 0:11:26, time: 0.835, data_time: 0.006, memory: 6454, top1_acc: 0.5613, top5_acc: 0.7832, loss_cls: 1.8740, loss: 1.8740, grad_norm: 4.5638 2021-07-13 16:53:08,826 - mmaction - INFO - Epoch [203][1300/1879] lr: 1.058e-02, eta: 1 day, 0:11:08, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7801, loss_cls: 1.8443, loss: 1.8443, grad_norm: 4.3778 2021-07-13 16:53:25,864 - mmaction - INFO - Epoch [203][1320/1879] lr: 1.058e-02, eta: 1 day, 0:10:50, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7688, loss_cls: 1.9167, loss: 1.9167, grad_norm: 4.4776 2021-07-13 16:53:42,787 - mmaction - INFO - Epoch [203][1340/1879] lr: 1.058e-02, eta: 1 day, 0:10:33, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5504, top5_acc: 0.7797, loss_cls: 1.9156, loss: 1.9156, grad_norm: 4.4876 2021-07-13 16:53:59,906 - mmaction - INFO - Epoch [203][1360/1879] lr: 1.058e-02, eta: 1 day, 0:10:15, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5668, top5_acc: 0.7906, loss_cls: 1.8509, loss: 1.8509, grad_norm: 4.4794 2021-07-13 16:54:16,923 - mmaction - INFO - Epoch [203][1380/1879] lr: 1.058e-02, eta: 1 day, 0:09:57, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7754, loss_cls: 1.8968, loss: 1.8968, grad_norm: 4.5864 2021-07-13 16:54:34,189 - mmaction - INFO - Epoch [203][1400/1879] lr: 1.058e-02, eta: 1 day, 0:09:40, time: 0.865, data_time: 0.005, memory: 6454, top1_acc: 0.5734, top5_acc: 0.7859, loss_cls: 1.8301, loss: 1.8301, grad_norm: 4.4857 2021-07-13 16:54:50,802 - mmaction - INFO - Epoch [203][1420/1879] lr: 1.058e-02, eta: 1 day, 0:09:22, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.5730, top5_acc: 0.7824, loss_cls: 1.8443, loss: 1.8443, grad_norm: 4.4129 2021-07-13 16:55:07,925 - mmaction - INFO - Epoch [203][1440/1879] lr: 1.058e-02, eta: 1 day, 0:09:04, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7848, loss_cls: 1.8504, loss: 1.8504, grad_norm: 4.4514 2021-07-13 16:55:24,961 - mmaction - INFO - Epoch [203][1460/1879] lr: 1.058e-02, eta: 1 day, 0:08:47, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7824, loss_cls: 1.8811, loss: 1.8811, grad_norm: 4.5908 2021-07-13 16:55:41,931 - mmaction - INFO - Epoch [203][1480/1879] lr: 1.058e-02, eta: 1 day, 0:08:29, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7734, loss_cls: 1.8979, loss: 1.8979, grad_norm: 4.5286 2021-07-13 16:55:58,999 - mmaction - INFO - Epoch [203][1500/1879] lr: 1.058e-02, eta: 1 day, 0:08:11, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5824, top5_acc: 0.7895, loss_cls: 1.8482, loss: 1.8482, grad_norm: 4.4716 2021-07-13 16:56:15,796 - mmaction - INFO - Epoch [203][1520/1879] lr: 1.058e-02, eta: 1 day, 0:07:53, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5730, top5_acc: 0.7840, loss_cls: 1.8599, loss: 1.8599, grad_norm: 4.4741 2021-07-13 16:56:32,624 - mmaction - INFO - Epoch [203][1540/1879] lr: 1.058e-02, eta: 1 day, 0:07:36, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5863, top5_acc: 0.8047, loss_cls: 1.7997, loss: 1.7997, grad_norm: 4.4213 2021-07-13 16:56:49,671 - mmaction - INFO - Epoch [203][1560/1879] lr: 1.058e-02, eta: 1 day, 0:07:18, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5645, top5_acc: 0.7766, loss_cls: 1.8587, loss: 1.8587, grad_norm: 4.4563 2021-07-13 16:57:06,590 - mmaction - INFO - Epoch [203][1580/1879] lr: 1.058e-02, eta: 1 day, 0:07:00, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5730, top5_acc: 0.7918, loss_cls: 1.8143, loss: 1.8143, grad_norm: 4.4618 2021-07-13 16:57:23,694 - mmaction - INFO - Epoch [203][1600/1879] lr: 1.058e-02, eta: 1 day, 0:06:43, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7824, loss_cls: 1.9125, loss: 1.9125, grad_norm: 4.5912 2021-07-13 16:57:40,366 - mmaction - INFO - Epoch [203][1620/1879] lr: 1.058e-02, eta: 1 day, 0:06:25, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.5625, top5_acc: 0.7801, loss_cls: 1.8743, loss: 1.8743, grad_norm: 4.3688 2021-07-13 16:57:57,409 - mmaction - INFO - Epoch [203][1640/1879] lr: 1.058e-02, eta: 1 day, 0:06:07, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5637, top5_acc: 0.7762, loss_cls: 1.8721, loss: 1.8721, grad_norm: 4.5050 2021-07-13 16:58:14,574 - mmaction - INFO - Epoch [203][1660/1879] lr: 1.058e-02, eta: 1 day, 0:05:49, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.5738, top5_acc: 0.7855, loss_cls: 1.8410, loss: 1.8410, grad_norm: 4.5001 2021-07-13 16:58:31,747 - mmaction - INFO - Epoch [203][1680/1879] lr: 1.058e-02, eta: 1 day, 0:05:32, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5863, top5_acc: 0.7945, loss_cls: 1.8278, loss: 1.8278, grad_norm: 4.3999 2021-07-13 16:58:48,753 - mmaction - INFO - Epoch [203][1700/1879] lr: 1.058e-02, eta: 1 day, 0:05:14, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5617, top5_acc: 0.7688, loss_cls: 1.9126, loss: 1.9126, grad_norm: 4.4315 2021-07-13 16:59:05,843 - mmaction - INFO - Epoch [203][1720/1879] lr: 1.058e-02, eta: 1 day, 0:04:57, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5695, top5_acc: 0.7906, loss_cls: 1.8104, loss: 1.8104, grad_norm: 4.5131 2021-07-13 16:59:22,985 - mmaction - INFO - Epoch [203][1740/1879] lr: 1.058e-02, eta: 1 day, 0:04:39, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.5910, top5_acc: 0.7930, loss_cls: 1.7939, loss: 1.7939, grad_norm: 4.4104 2021-07-13 16:59:39,939 - mmaction - INFO - Epoch [203][1760/1879] lr: 1.058e-02, eta: 1 day, 0:04:21, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5809, top5_acc: 0.7867, loss_cls: 1.8330, loss: 1.8330, grad_norm: 4.5276 2021-07-13 16:59:56,970 - mmaction - INFO - Epoch [203][1780/1879] lr: 1.058e-02, eta: 1 day, 0:04:04, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5684, top5_acc: 0.7754, loss_cls: 1.8934, loss: 1.8934, grad_norm: 4.5430 2021-07-13 17:00:13,533 - mmaction - INFO - Epoch [203][1800/1879] lr: 1.058e-02, eta: 1 day, 0:03:46, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7742, loss_cls: 1.8918, loss: 1.8918, grad_norm: 4.4179 2021-07-13 17:00:30,703 - mmaction - INFO - Epoch [203][1820/1879] lr: 1.058e-02, eta: 1 day, 0:03:28, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7746, loss_cls: 1.9092, loss: 1.9092, grad_norm: 4.4379 2021-07-13 17:00:47,543 - mmaction - INFO - Epoch [203][1840/1879] lr: 1.058e-02, eta: 1 day, 0:03:10, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7711, loss_cls: 1.9247, loss: 1.9247, grad_norm: 4.4489 2021-07-13 17:01:04,640 - mmaction - INFO - Epoch [203][1860/1879] lr: 1.058e-02, eta: 1 day, 0:02:53, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5637, top5_acc: 0.7770, loss_cls: 1.8824, loss: 1.8824, grad_norm: 4.4438 2021-07-13 17:03:05,242 - mmaction - INFO - Epoch [204][20/1879] lr: 1.021e-02, eta: 1 day, 0:03:08, time: 4.830, data_time: 3.274, memory: 6454, top1_acc: 0.5699, top5_acc: 0.7883, loss_cls: 1.8121, loss: 1.8121, grad_norm: 4.4097 2021-07-13 17:03:21,764 - mmaction - INFO - Epoch [204][40/1879] lr: 1.021e-02, eta: 1 day, 0:02:50, time: 0.826, data_time: 0.004, memory: 6454, top1_acc: 0.5828, top5_acc: 0.7934, loss_cls: 1.8213, loss: 1.8213, grad_norm: 4.3406 2021-07-13 17:03:38,468 - mmaction - INFO - Epoch [204][60/1879] lr: 1.021e-02, eta: 1 day, 0:02:32, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.5754, top5_acc: 0.7965, loss_cls: 1.7834, loss: 1.7834, grad_norm: 4.2767 2021-07-13 17:03:55,065 - mmaction - INFO - Epoch [204][80/1879] lr: 1.021e-02, eta: 1 day, 0:02:14, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7844, loss_cls: 1.8266, loss: 1.8266, grad_norm: 4.4769 2021-07-13 17:04:11,665 - mmaction - INFO - Epoch [204][100/1879] lr: 1.021e-02, eta: 1 day, 0:01:56, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.5691, top5_acc: 0.7836, loss_cls: 1.8281, loss: 1.8281, grad_norm: 4.4250 2021-07-13 17:04:28,802 - mmaction - INFO - Epoch [204][120/1879] lr: 1.021e-02, eta: 1 day, 0:01:39, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5754, top5_acc: 0.7910, loss_cls: 1.8017, loss: 1.8017, grad_norm: 4.4640 2021-07-13 17:04:45,514 - mmaction - INFO - Epoch [204][140/1879] lr: 1.021e-02, eta: 1 day, 0:01:21, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7805, loss_cls: 1.8669, loss: 1.8669, grad_norm: 4.5721 2021-07-13 17:05:02,769 - mmaction - INFO - Epoch [204][160/1879] lr: 1.021e-02, eta: 1 day, 0:01:03, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7770, loss_cls: 1.8826, loss: 1.8826, grad_norm: 4.5827 2021-07-13 17:05:19,930 - mmaction - INFO - Epoch [204][180/1879] lr: 1.021e-02, eta: 1 day, 0:00:46, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.5687, top5_acc: 0.7801, loss_cls: 1.8698, loss: 1.8698, grad_norm: 4.4240 2021-07-13 17:05:36,846 - mmaction - INFO - Epoch [204][200/1879] lr: 1.021e-02, eta: 1 day, 0:00:28, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5785, top5_acc: 0.7910, loss_cls: 1.8139, loss: 1.8139, grad_norm: 4.3052 2021-07-13 17:05:53,868 - mmaction - INFO - Epoch [204][220/1879] lr: 1.021e-02, eta: 1 day, 0:00:10, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5750, top5_acc: 0.7840, loss_cls: 1.8257, loss: 1.8257, grad_norm: 4.4706 2021-07-13 17:06:10,852 - mmaction - INFO - Epoch [204][240/1879] lr: 1.021e-02, eta: 23:59:52, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5699, top5_acc: 0.7840, loss_cls: 1.8644, loss: 1.8644, grad_norm: 4.4970 2021-07-13 17:06:27,833 - mmaction - INFO - Epoch [204][260/1879] lr: 1.021e-02, eta: 23:59:35, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7758, loss_cls: 1.8628, loss: 1.8628, grad_norm: 4.5399 2021-07-13 17:06:44,689 - mmaction - INFO - Epoch [204][280/1879] lr: 1.021e-02, eta: 23:59:17, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7953, loss_cls: 1.7957, loss: 1.7957, grad_norm: 4.4822 2021-07-13 17:07:01,420 - mmaction - INFO - Epoch [204][300/1879] lr: 1.021e-02, eta: 23:58:59, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.5543, top5_acc: 0.7762, loss_cls: 1.8950, loss: 1.8950, grad_norm: 4.5258 2021-07-13 17:07:18,522 - mmaction - INFO - Epoch [204][320/1879] lr: 1.021e-02, eta: 23:58:41, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5676, top5_acc: 0.7937, loss_cls: 1.8211, loss: 1.8211, grad_norm: 4.4745 2021-07-13 17:07:35,563 - mmaction - INFO - Epoch [204][340/1879] lr: 1.021e-02, eta: 23:58:24, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5887, top5_acc: 0.7973, loss_cls: 1.7533, loss: 1.7533, grad_norm: 4.2873 2021-07-13 17:07:52,505 - mmaction - INFO - Epoch [204][360/1879] lr: 1.021e-02, eta: 23:58:06, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5820, top5_acc: 0.7898, loss_cls: 1.8058, loss: 1.8058, grad_norm: 4.4748 2021-07-13 17:08:09,566 - mmaction - INFO - Epoch [204][380/1879] lr: 1.021e-02, eta: 23:57:48, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.5633, top5_acc: 0.7812, loss_cls: 1.8602, loss: 1.8602, grad_norm: 4.5394 2021-07-13 17:08:26,421 - mmaction - INFO - Epoch [204][400/1879] lr: 1.021e-02, eta: 23:57:30, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5895, top5_acc: 0.7922, loss_cls: 1.7774, loss: 1.7774, grad_norm: 4.4005 2021-07-13 17:08:43,248 - mmaction - INFO - Epoch [204][420/1879] lr: 1.021e-02, eta: 23:57:13, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7934, loss_cls: 1.7978, loss: 1.7978, grad_norm: 4.3972 2021-07-13 17:09:00,327 - mmaction - INFO - Epoch [204][440/1879] lr: 1.021e-02, eta: 23:56:55, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5813, top5_acc: 0.7797, loss_cls: 1.8650, loss: 1.8650, grad_norm: 4.4111 2021-07-13 17:09:17,288 - mmaction - INFO - Epoch [204][460/1879] lr: 1.021e-02, eta: 23:56:37, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5641, top5_acc: 0.7820, loss_cls: 1.8696, loss: 1.8696, grad_norm: 4.5256 2021-07-13 17:09:34,270 - mmaction - INFO - Epoch [204][480/1879] lr: 1.021e-02, eta: 23:56:20, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5711, top5_acc: 0.7879, loss_cls: 1.8503, loss: 1.8503, grad_norm: 4.4282 2021-07-13 17:09:51,212 - mmaction - INFO - Epoch [204][500/1879] lr: 1.021e-02, eta: 23:56:02, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5621, top5_acc: 0.7684, loss_cls: 1.9299, loss: 1.9299, grad_norm: 4.4796 2021-07-13 17:10:08,250 - mmaction - INFO - Epoch [204][520/1879] lr: 1.021e-02, eta: 23:55:44, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7855, loss_cls: 1.8263, loss: 1.8263, grad_norm: 4.3710 2021-07-13 17:10:25,015 - mmaction - INFO - Epoch [204][540/1879] lr: 1.021e-02, eta: 23:55:26, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.5832, top5_acc: 0.7836, loss_cls: 1.8397, loss: 1.8397, grad_norm: 4.4276 2021-07-13 17:10:42,228 - mmaction - INFO - Epoch [204][560/1879] lr: 1.021e-02, eta: 23:55:09, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.5645, top5_acc: 0.7867, loss_cls: 1.8550, loss: 1.8550, grad_norm: 4.4802 2021-07-13 17:10:59,378 - mmaction - INFO - Epoch [204][580/1879] lr: 1.021e-02, eta: 23:54:51, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.5789, top5_acc: 0.7781, loss_cls: 1.8280, loss: 1.8280, grad_norm: 4.4698 2021-07-13 17:11:16,435 - mmaction - INFO - Epoch [204][600/1879] lr: 1.021e-02, eta: 23:54:34, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7832, loss_cls: 1.8437, loss: 1.8437, grad_norm: 4.3889 2021-07-13 17:11:33,216 - mmaction - INFO - Epoch [204][620/1879] lr: 1.021e-02, eta: 23:54:16, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.5887, top5_acc: 0.7844, loss_cls: 1.7655, loss: 1.7655, grad_norm: 4.3361 2021-07-13 17:11:49,733 - mmaction - INFO - Epoch [204][640/1879] lr: 1.021e-02, eta: 23:53:58, time: 0.825, data_time: 0.001, memory: 6454, top1_acc: 0.5848, top5_acc: 0.7937, loss_cls: 1.7834, loss: 1.7834, grad_norm: 4.4319 2021-07-13 17:12:06,743 - mmaction - INFO - Epoch [204][660/1879] lr: 1.021e-02, eta: 23:53:40, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5879, top5_acc: 0.7906, loss_cls: 1.7737, loss: 1.7737, grad_norm: 4.4172 2021-07-13 17:12:23,735 - mmaction - INFO - Epoch [204][680/1879] lr: 1.021e-02, eta: 23:53:22, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5652, top5_acc: 0.7859, loss_cls: 1.8500, loss: 1.8500, grad_norm: 4.6121 2021-07-13 17:12:40,589 - mmaction - INFO - Epoch [204][700/1879] lr: 1.021e-02, eta: 23:53:04, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7820, loss_cls: 1.8226, loss: 1.8226, grad_norm: 4.4426 2021-07-13 17:12:57,422 - mmaction - INFO - Epoch [204][720/1879] lr: 1.021e-02, eta: 23:52:47, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5543, top5_acc: 0.7855, loss_cls: 1.8977, loss: 1.8977, grad_norm: 4.5607 2021-07-13 17:13:14,499 - mmaction - INFO - Epoch [204][740/1879] lr: 1.021e-02, eta: 23:52:29, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5801, top5_acc: 0.7922, loss_cls: 1.7853, loss: 1.7853, grad_norm: 4.3922 2021-07-13 17:13:31,460 - mmaction - INFO - Epoch [204][760/1879] lr: 1.021e-02, eta: 23:52:11, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5813, top5_acc: 0.7887, loss_cls: 1.8418, loss: 1.8418, grad_norm: 4.4630 2021-07-13 17:13:48,449 - mmaction - INFO - Epoch [204][780/1879] lr: 1.021e-02, eta: 23:51:53, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5805, top5_acc: 0.7852, loss_cls: 1.8192, loss: 1.8192, grad_norm: 4.4393 2021-07-13 17:14:05,679 - mmaction - INFO - Epoch [204][800/1879] lr: 1.021e-02, eta: 23:51:36, time: 0.861, data_time: 0.002, memory: 6454, top1_acc: 0.5754, top5_acc: 0.7898, loss_cls: 1.8195, loss: 1.8195, grad_norm: 4.4462 2021-07-13 17:14:22,683 - mmaction - INFO - Epoch [204][820/1879] lr: 1.021e-02, eta: 23:51:18, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5746, top5_acc: 0.7812, loss_cls: 1.8422, loss: 1.8422, grad_norm: 4.5086 2021-07-13 17:14:39,657 - mmaction - INFO - Epoch [204][840/1879] lr: 1.021e-02, eta: 23:51:01, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5711, top5_acc: 0.7836, loss_cls: 1.8595, loss: 1.8595, grad_norm: 4.5503 2021-07-13 17:14:56,757 - mmaction - INFO - Epoch [204][860/1879] lr: 1.021e-02, eta: 23:50:43, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5672, top5_acc: 0.7887, loss_cls: 1.7992, loss: 1.7992, grad_norm: 4.4052 2021-07-13 17:15:13,550 - mmaction - INFO - Epoch [204][880/1879] lr: 1.021e-02, eta: 23:50:25, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7820, loss_cls: 1.8441, loss: 1.8441, grad_norm: 4.4468 2021-07-13 17:15:30,742 - mmaction - INFO - Epoch [204][900/1879] lr: 1.021e-02, eta: 23:50:08, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7914, loss_cls: 1.8197, loss: 1.8197, grad_norm: 4.5454 2021-07-13 17:15:47,729 - mmaction - INFO - Epoch [204][920/1879] lr: 1.021e-02, eta: 23:49:50, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5809, top5_acc: 0.8027, loss_cls: 1.7964, loss: 1.7964, grad_norm: 4.4280 2021-07-13 17:16:04,629 - mmaction - INFO - Epoch [204][940/1879] lr: 1.021e-02, eta: 23:49:32, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.5977, top5_acc: 0.7918, loss_cls: 1.8155, loss: 1.8155, grad_norm: 4.4960 2021-07-13 17:16:21,836 - mmaction - INFO - Epoch [204][960/1879] lr: 1.021e-02, eta: 23:49:15, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.5813, top5_acc: 0.7926, loss_cls: 1.7947, loss: 1.7947, grad_norm: 4.4855 2021-07-13 17:16:38,939 - mmaction - INFO - Epoch [204][980/1879] lr: 1.021e-02, eta: 23:48:57, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.5730, top5_acc: 0.7852, loss_cls: 1.8339, loss: 1.8339, grad_norm: 4.4693 2021-07-13 17:16:55,906 - mmaction - INFO - Epoch [204][1000/1879] lr: 1.021e-02, eta: 23:48:39, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7785, loss_cls: 1.8541, loss: 1.8541, grad_norm: 4.4902 2021-07-13 17:17:13,056 - mmaction - INFO - Epoch [204][1020/1879] lr: 1.021e-02, eta: 23:48:22, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.5684, top5_acc: 0.7766, loss_cls: 1.8745, loss: 1.8745, grad_norm: 4.4667 2021-07-13 17:17:29,779 - mmaction - INFO - Epoch [204][1040/1879] lr: 1.021e-02, eta: 23:48:04, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.5734, top5_acc: 0.7898, loss_cls: 1.8056, loss: 1.8056, grad_norm: 4.4989 2021-07-13 17:17:46,888 - mmaction - INFO - Epoch [204][1060/1879] lr: 1.021e-02, eta: 23:47:46, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5840, top5_acc: 0.7922, loss_cls: 1.7941, loss: 1.7941, grad_norm: 4.4403 2021-07-13 17:18:03,961 - mmaction - INFO - Epoch [204][1080/1879] lr: 1.021e-02, eta: 23:47:28, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5738, top5_acc: 0.7945, loss_cls: 1.8134, loss: 1.8134, grad_norm: 4.5612 2021-07-13 17:18:20,577 - mmaction - INFO - Epoch [204][1100/1879] lr: 1.021e-02, eta: 23:47:10, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5742, top5_acc: 0.7840, loss_cls: 1.8279, loss: 1.8279, grad_norm: 4.3825 2021-07-13 17:18:37,569 - mmaction - INFO - Epoch [204][1120/1879] lr: 1.021e-02, eta: 23:46:53, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5711, top5_acc: 0.7805, loss_cls: 1.8811, loss: 1.8811, grad_norm: 4.4837 2021-07-13 17:18:54,534 - mmaction - INFO - Epoch [204][1140/1879] lr: 1.021e-02, eta: 23:46:35, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5629, top5_acc: 0.7805, loss_cls: 1.8897, loss: 1.8897, grad_norm: 4.6345 2021-07-13 17:19:11,426 - mmaction - INFO - Epoch [204][1160/1879] lr: 1.021e-02, eta: 23:46:17, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7898, loss_cls: 1.8722, loss: 1.8722, grad_norm: 4.6365 2021-07-13 17:19:28,559 - mmaction - INFO - Epoch [204][1180/1879] lr: 1.021e-02, eta: 23:46:00, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5637, top5_acc: 0.7836, loss_cls: 1.8823, loss: 1.8823, grad_norm: 4.6057 2021-07-13 17:19:45,621 - mmaction - INFO - Epoch [204][1200/1879] lr: 1.021e-02, eta: 23:45:42, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5566, top5_acc: 0.7754, loss_cls: 1.8995, loss: 1.8995, grad_norm: 4.4920 2021-07-13 17:20:02,793 - mmaction - INFO - Epoch [204][1220/1879] lr: 1.021e-02, eta: 23:45:24, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7711, loss_cls: 1.9077, loss: 1.9077, grad_norm: 4.6101 2021-07-13 17:20:19,726 - mmaction - INFO - Epoch [204][1240/1879] lr: 1.021e-02, eta: 23:45:07, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5641, top5_acc: 0.7863, loss_cls: 1.8689, loss: 1.8689, grad_norm: 4.5736 2021-07-13 17:20:36,402 - mmaction - INFO - Epoch [204][1260/1879] lr: 1.021e-02, eta: 23:44:49, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.5910, top5_acc: 0.7973, loss_cls: 1.7512, loss: 1.7512, grad_norm: 4.3754 2021-07-13 17:20:53,489 - mmaction - INFO - Epoch [204][1280/1879] lr: 1.021e-02, eta: 23:44:31, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5809, top5_acc: 0.8000, loss_cls: 1.7747, loss: 1.7747, grad_norm: 4.4827 2021-07-13 17:21:10,637 - mmaction - INFO - Epoch [204][1300/1879] lr: 1.021e-02, eta: 23:44:14, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.5676, top5_acc: 0.7941, loss_cls: 1.8247, loss: 1.8247, grad_norm: 4.5120 2021-07-13 17:21:27,731 - mmaction - INFO - Epoch [204][1320/1879] lr: 1.021e-02, eta: 23:43:56, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.5758, top5_acc: 0.7949, loss_cls: 1.8341, loss: 1.8341, grad_norm: 4.5767 2021-07-13 17:21:44,853 - mmaction - INFO - Epoch [204][1340/1879] lr: 1.021e-02, eta: 23:43:38, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5551, top5_acc: 0.7887, loss_cls: 1.8790, loss: 1.8790, grad_norm: 4.5555 2021-07-13 17:22:01,628 - mmaction - INFO - Epoch [204][1360/1879] lr: 1.021e-02, eta: 23:43:21, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5789, top5_acc: 0.7906, loss_cls: 1.8190, loss: 1.8190, grad_norm: 4.3310 2021-07-13 17:22:18,597 - mmaction - INFO - Epoch [204][1380/1879] lr: 1.021e-02, eta: 23:43:03, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5699, top5_acc: 0.7934, loss_cls: 1.8458, loss: 1.8458, grad_norm: 4.4863 2021-07-13 17:22:35,181 - mmaction - INFO - Epoch [204][1400/1879] lr: 1.021e-02, eta: 23:42:45, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.5695, top5_acc: 0.7887, loss_cls: 1.8142, loss: 1.8142, grad_norm: 4.3946 2021-07-13 17:22:52,377 - mmaction - INFO - Epoch [204][1420/1879] lr: 1.021e-02, eta: 23:42:27, time: 0.858, data_time: 0.001, memory: 6454, top1_acc: 0.5828, top5_acc: 0.7828, loss_cls: 1.8370, loss: 1.8370, grad_norm: 4.4497 2021-07-13 17:23:09,235 - mmaction - INFO - Epoch [204][1440/1879] lr: 1.021e-02, eta: 23:42:09, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5695, top5_acc: 0.7895, loss_cls: 1.8149, loss: 1.8149, grad_norm: 4.6146 2021-07-13 17:23:26,278 - mmaction - INFO - Epoch [204][1460/1879] lr: 1.021e-02, eta: 23:41:52, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5836, top5_acc: 0.7824, loss_cls: 1.7912, loss: 1.7912, grad_norm: 4.4437 2021-07-13 17:23:43,436 - mmaction - INFO - Epoch [204][1480/1879] lr: 1.021e-02, eta: 23:41:34, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.5785, top5_acc: 0.7809, loss_cls: 1.8484, loss: 1.8484, grad_norm: 4.6233 2021-07-13 17:24:00,332 - mmaction - INFO - Epoch [204][1500/1879] lr: 1.021e-02, eta: 23:41:16, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5738, top5_acc: 0.7867, loss_cls: 1.8245, loss: 1.8245, grad_norm: 4.4142 2021-07-13 17:24:17,072 - mmaction - INFO - Epoch [204][1520/1879] lr: 1.021e-02, eta: 23:40:59, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.5641, top5_acc: 0.7820, loss_cls: 1.8654, loss: 1.8654, grad_norm: 4.4425 2021-07-13 17:24:33,997 - mmaction - INFO - Epoch [204][1540/1879] lr: 1.021e-02, eta: 23:40:41, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5789, top5_acc: 0.7922, loss_cls: 1.8286, loss: 1.8286, grad_norm: 4.5327 2021-07-13 17:24:50,883 - mmaction - INFO - Epoch [204][1560/1879] lr: 1.021e-02, eta: 23:40:23, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5750, top5_acc: 0.7805, loss_cls: 1.8403, loss: 1.8403, grad_norm: 4.5417 2021-07-13 17:25:07,840 - mmaction - INFO - Epoch [204][1580/1879] lr: 1.021e-02, eta: 23:40:05, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5723, top5_acc: 0.7910, loss_cls: 1.8137, loss: 1.8137, grad_norm: 4.4822 2021-07-13 17:25:24,604 - mmaction - INFO - Epoch [204][1600/1879] lr: 1.021e-02, eta: 23:39:48, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7730, loss_cls: 1.8818, loss: 1.8818, grad_norm: 4.6209 2021-07-13 17:25:41,653 - mmaction - INFO - Epoch [204][1620/1879] lr: 1.021e-02, eta: 23:39:30, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7820, loss_cls: 1.8512, loss: 1.8512, grad_norm: 4.5136 2021-07-13 17:25:58,566 - mmaction - INFO - Epoch [204][1640/1879] lr: 1.021e-02, eta: 23:39:12, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5672, top5_acc: 0.7883, loss_cls: 1.8483, loss: 1.8483, grad_norm: 4.4543 2021-07-13 17:26:15,537 - mmaction - INFO - Epoch [204][1660/1879] lr: 1.021e-02, eta: 23:38:54, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7844, loss_cls: 1.8396, loss: 1.8396, grad_norm: 4.4908 2021-07-13 17:26:32,718 - mmaction - INFO - Epoch [204][1680/1879] lr: 1.021e-02, eta: 23:38:37, time: 0.858, data_time: 0.002, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7863, loss_cls: 1.8292, loss: 1.8292, grad_norm: 4.4566 2021-07-13 17:26:49,831 - mmaction - INFO - Epoch [204][1700/1879] lr: 1.021e-02, eta: 23:38:19, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.5801, top5_acc: 0.7863, loss_cls: 1.8067, loss: 1.8067, grad_norm: 4.5267 2021-07-13 17:27:06,922 - mmaction - INFO - Epoch [204][1720/1879] lr: 1.021e-02, eta: 23:38:02, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5770, top5_acc: 0.7918, loss_cls: 1.7854, loss: 1.7854, grad_norm: 4.5632 2021-07-13 17:27:23,659 - mmaction - INFO - Epoch [204][1740/1879] lr: 1.021e-02, eta: 23:37:44, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5770, top5_acc: 0.7844, loss_cls: 1.8343, loss: 1.8343, grad_norm: 4.4620 2021-07-13 17:27:40,933 - mmaction - INFO - Epoch [204][1760/1879] lr: 1.021e-02, eta: 23:37:26, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7812, loss_cls: 1.8604, loss: 1.8604, grad_norm: 4.5337 2021-07-13 17:27:57,741 - mmaction - INFO - Epoch [204][1780/1879] lr: 1.021e-02, eta: 23:37:08, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5867, top5_acc: 0.7973, loss_cls: 1.8070, loss: 1.8070, grad_norm: 4.4405 2021-07-13 17:28:14,741 - mmaction - INFO - Epoch [204][1800/1879] lr: 1.021e-02, eta: 23:36:51, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5555, top5_acc: 0.7777, loss_cls: 1.8895, loss: 1.8895, grad_norm: 4.5832 2021-07-13 17:28:31,948 - mmaction - INFO - Epoch [204][1820/1879] lr: 1.021e-02, eta: 23:36:33, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.5813, top5_acc: 0.7867, loss_cls: 1.8144, loss: 1.8144, grad_norm: 4.3933 2021-07-13 17:28:49,061 - mmaction - INFO - Epoch [204][1840/1879] lr: 1.021e-02, eta: 23:36:16, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.5770, top5_acc: 0.7910, loss_cls: 1.8295, loss: 1.8295, grad_norm: 4.4664 2021-07-13 17:29:06,085 - mmaction - INFO - Epoch [204][1860/1879] lr: 1.021e-02, eta: 23:35:58, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7859, loss_cls: 1.8581, loss: 1.8581, grad_norm: 4.5023 2021-07-13 17:29:26,997 - mmaction - INFO - Saving checkpoint at 204 epochs 2021-07-13 17:30:57,335 - mmaction - INFO - Epoch [205][20/1879] lr: 9.840e-03, eta: 23:36:06, time: 4.465, data_time: 3.048, memory: 6454, top1_acc: 0.5848, top5_acc: 0.7973, loss_cls: 1.7684, loss: 1.7684, grad_norm: 4.3361 2021-07-13 17:31:13,910 - mmaction - INFO - Epoch [205][40/1879] lr: 9.840e-03, eta: 23:35:48, time: 0.829, data_time: 0.007, memory: 6454, top1_acc: 0.5832, top5_acc: 0.7980, loss_cls: 1.7769, loss: 1.7769, grad_norm: 4.3983 2021-07-13 17:31:30,667 - mmaction - INFO - Epoch [205][60/1879] lr: 9.840e-03, eta: 23:35:30, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.5637, top5_acc: 0.7852, loss_cls: 1.8664, loss: 1.8664, grad_norm: 4.5259 2021-07-13 17:31:47,576 - mmaction - INFO - Epoch [205][80/1879] lr: 9.840e-03, eta: 23:35:13, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5945, top5_acc: 0.8086, loss_cls: 1.7162, loss: 1.7162, grad_norm: 4.4172 2021-07-13 17:32:04,361 - mmaction - INFO - Epoch [205][100/1879] lr: 9.840e-03, eta: 23:34:55, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5832, top5_acc: 0.7871, loss_cls: 1.8368, loss: 1.8368, grad_norm: 4.4535 2021-07-13 17:32:21,120 - mmaction - INFO - Epoch [205][120/1879] lr: 9.840e-03, eta: 23:34:37, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.5801, top5_acc: 0.7914, loss_cls: 1.8166, loss: 1.8166, grad_norm: 4.4545 2021-07-13 17:32:38,257 - mmaction - INFO - Epoch [205][140/1879] lr: 9.840e-03, eta: 23:34:19, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.5723, top5_acc: 0.7879, loss_cls: 1.8420, loss: 1.8420, grad_norm: 4.5877 2021-07-13 17:32:55,503 - mmaction - INFO - Epoch [205][160/1879] lr: 9.840e-03, eta: 23:34:02, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.5773, top5_acc: 0.7754, loss_cls: 1.8546, loss: 1.8546, grad_norm: 4.4664 2021-07-13 17:33:12,578 - mmaction - INFO - Epoch [205][180/1879] lr: 9.840e-03, eta: 23:33:44, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5820, top5_acc: 0.7828, loss_cls: 1.7962, loss: 1.7962, grad_norm: 4.4571 2021-07-13 17:33:29,735 - mmaction - INFO - Epoch [205][200/1879] lr: 9.840e-03, eta: 23:33:27, time: 0.858, data_time: 0.001, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7879, loss_cls: 1.8442, loss: 1.8442, grad_norm: 4.6048 2021-07-13 17:33:47,101 - mmaction - INFO - Epoch [205][220/1879] lr: 9.840e-03, eta: 23:33:09, time: 0.868, data_time: 0.003, memory: 6454, top1_acc: 0.5859, top5_acc: 0.7930, loss_cls: 1.7852, loss: 1.7852, grad_norm: 4.4499 2021-07-13 17:34:03,834 - mmaction - INFO - Epoch [205][240/1879] lr: 9.840e-03, eta: 23:32:51, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7902, loss_cls: 1.8188, loss: 1.8188, grad_norm: 4.5777 2021-07-13 17:34:20,915 - mmaction - INFO - Epoch [205][260/1879] lr: 9.840e-03, eta: 23:32:34, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5813, top5_acc: 0.7898, loss_cls: 1.7959, loss: 1.7959, grad_norm: 4.4331 2021-07-13 17:34:37,769 - mmaction - INFO - Epoch [205][280/1879] lr: 9.840e-03, eta: 23:32:16, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7922, loss_cls: 1.8104, loss: 1.8104, grad_norm: 4.4779 2021-07-13 17:34:54,980 - mmaction - INFO - Epoch [205][300/1879] lr: 9.840e-03, eta: 23:31:58, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7871, loss_cls: 1.8810, loss: 1.8810, grad_norm: 4.5378 2021-07-13 17:35:11,904 - mmaction - INFO - Epoch [205][320/1879] lr: 9.840e-03, eta: 23:31:41, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5730, top5_acc: 0.7773, loss_cls: 1.8687, loss: 1.8687, grad_norm: 4.5119 2021-07-13 17:35:28,911 - mmaction - INFO - Epoch [205][340/1879] lr: 9.840e-03, eta: 23:31:23, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5645, top5_acc: 0.7898, loss_cls: 1.8457, loss: 1.8457, grad_norm: 4.5582 2021-07-13 17:35:46,053 - mmaction - INFO - Epoch [205][360/1879] lr: 9.840e-03, eta: 23:31:05, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5691, top5_acc: 0.7906, loss_cls: 1.8431, loss: 1.8431, grad_norm: 4.5453 2021-07-13 17:36:02,925 - mmaction - INFO - Epoch [205][380/1879] lr: 9.840e-03, eta: 23:30:48, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7812, loss_cls: 1.8613, loss: 1.8613, grad_norm: 4.6105 2021-07-13 17:36:20,294 - mmaction - INFO - Epoch [205][400/1879] lr: 9.840e-03, eta: 23:30:30, time: 0.867, data_time: 0.006, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7750, loss_cls: 1.8302, loss: 1.8302, grad_norm: 4.4845 2021-07-13 17:36:37,169 - mmaction - INFO - Epoch [205][420/1879] lr: 9.840e-03, eta: 23:30:12, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5676, top5_acc: 0.7793, loss_cls: 1.8810, loss: 1.8810, grad_norm: 4.6040 2021-07-13 17:36:54,257 - mmaction - INFO - Epoch [205][440/1879] lr: 9.840e-03, eta: 23:29:55, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.5813, top5_acc: 0.8016, loss_cls: 1.7534, loss: 1.7534, grad_norm: 4.4381 2021-07-13 17:37:11,039 - mmaction - INFO - Epoch [205][460/1879] lr: 9.840e-03, eta: 23:29:37, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7957, loss_cls: 1.8131, loss: 1.8131, grad_norm: 4.5905 2021-07-13 17:37:28,453 - mmaction - INFO - Epoch [205][480/1879] lr: 9.840e-03, eta: 23:29:19, time: 0.869, data_time: 0.005, memory: 6454, top1_acc: 0.5758, top5_acc: 0.7848, loss_cls: 1.8116, loss: 1.8116, grad_norm: 4.5354 2021-07-13 17:37:45,393 - mmaction - INFO - Epoch [205][500/1879] lr: 9.840e-03, eta: 23:29:02, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5676, top5_acc: 0.7855, loss_cls: 1.8393, loss: 1.8393, grad_norm: 4.5915 2021-07-13 17:38:02,482 - mmaction - INFO - Epoch [205][520/1879] lr: 9.840e-03, eta: 23:28:44, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5844, top5_acc: 0.8016, loss_cls: 1.7738, loss: 1.7738, grad_norm: 4.4789 2021-07-13 17:38:19,652 - mmaction - INFO - Epoch [205][540/1879] lr: 9.840e-03, eta: 23:28:26, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5852, top5_acc: 0.8023, loss_cls: 1.7674, loss: 1.7674, grad_norm: 4.5314 2021-07-13 17:38:36,668 - mmaction - INFO - Epoch [205][560/1879] lr: 9.840e-03, eta: 23:28:09, time: 0.856, data_time: 0.007, memory: 6454, top1_acc: 0.5746, top5_acc: 0.7766, loss_cls: 1.8094, loss: 1.8094, grad_norm: 4.5290 2021-07-13 17:38:53,773 - mmaction - INFO - Epoch [205][580/1879] lr: 9.840e-03, eta: 23:27:51, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5801, top5_acc: 0.7902, loss_cls: 1.8016, loss: 1.8016, grad_norm: 4.4560 2021-07-13 17:39:10,765 - mmaction - INFO - Epoch [205][600/1879] lr: 9.840e-03, eta: 23:27:34, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5574, top5_acc: 0.7871, loss_cls: 1.8486, loss: 1.8486, grad_norm: 4.6132 2021-07-13 17:39:27,660 - mmaction - INFO - Epoch [205][620/1879] lr: 9.840e-03, eta: 23:27:16, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5762, top5_acc: 0.7895, loss_cls: 1.8297, loss: 1.8297, grad_norm: 4.4473 2021-07-13 17:39:44,755 - mmaction - INFO - Epoch [205][640/1879] lr: 9.840e-03, eta: 23:26:58, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5633, top5_acc: 0.7727, loss_cls: 1.8918, loss: 1.8918, grad_norm: 4.5744 2021-07-13 17:40:01,566 - mmaction - INFO - Epoch [205][660/1879] lr: 9.840e-03, eta: 23:26:40, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5758, top5_acc: 0.7855, loss_cls: 1.8453, loss: 1.8453, grad_norm: 4.4046 2021-07-13 17:40:18,657 - mmaction - INFO - Epoch [205][680/1879] lr: 9.840e-03, eta: 23:26:23, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5746, top5_acc: 0.7828, loss_cls: 1.8379, loss: 1.8379, grad_norm: 4.4928 2021-07-13 17:40:35,736 - mmaction - INFO - Epoch [205][700/1879] lr: 9.840e-03, eta: 23:26:05, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5742, top5_acc: 0.7875, loss_cls: 1.8153, loss: 1.8153, grad_norm: 4.6029 2021-07-13 17:40:52,887 - mmaction - INFO - Epoch [205][720/1879] lr: 9.840e-03, eta: 23:25:48, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5840, top5_acc: 0.7852, loss_cls: 1.8509, loss: 1.8509, grad_norm: 4.5616 2021-07-13 17:41:09,836 - mmaction - INFO - Epoch [205][740/1879] lr: 9.840e-03, eta: 23:25:30, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5859, top5_acc: 0.7902, loss_cls: 1.8099, loss: 1.8099, grad_norm: 4.4763 2021-07-13 17:41:26,978 - mmaction - INFO - Epoch [205][760/1879] lr: 9.840e-03, eta: 23:25:12, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.5801, top5_acc: 0.7910, loss_cls: 1.7976, loss: 1.7976, grad_norm: 4.5221 2021-07-13 17:41:44,162 - mmaction - INFO - Epoch [205][780/1879] lr: 9.840e-03, eta: 23:24:55, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5793, top5_acc: 0.7937, loss_cls: 1.7788, loss: 1.7788, grad_norm: 4.5132 2021-07-13 17:42:01,005 - mmaction - INFO - Epoch [205][800/1879] lr: 9.840e-03, eta: 23:24:37, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5813, top5_acc: 0.7945, loss_cls: 1.8062, loss: 1.8062, grad_norm: 4.5589 2021-07-13 17:42:17,989 - mmaction - INFO - Epoch [205][820/1879] lr: 9.840e-03, eta: 23:24:19, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5625, top5_acc: 0.7816, loss_cls: 1.8693, loss: 1.8693, grad_norm: 4.6895 2021-07-13 17:42:35,046 - mmaction - INFO - Epoch [205][840/1879] lr: 9.840e-03, eta: 23:24:02, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5781, top5_acc: 0.7840, loss_cls: 1.8234, loss: 1.8234, grad_norm: 4.4582 2021-07-13 17:42:51,833 - mmaction - INFO - Epoch [205][860/1879] lr: 9.840e-03, eta: 23:23:44, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.5660, top5_acc: 0.7809, loss_cls: 1.8654, loss: 1.8654, grad_norm: 4.5489 2021-07-13 17:43:08,775 - mmaction - INFO - Epoch [205][880/1879] lr: 9.840e-03, eta: 23:23:26, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5801, top5_acc: 0.7824, loss_cls: 1.8361, loss: 1.8361, grad_norm: 4.4286 2021-07-13 17:43:25,607 - mmaction - INFO - Epoch [205][900/1879] lr: 9.840e-03, eta: 23:23:08, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5809, top5_acc: 0.7922, loss_cls: 1.8009, loss: 1.8009, grad_norm: 4.4565 2021-07-13 17:43:42,740 - mmaction - INFO - Epoch [205][920/1879] lr: 9.840e-03, eta: 23:22:50, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5793, top5_acc: 0.7895, loss_cls: 1.8521, loss: 1.8521, grad_norm: 4.5902 2021-07-13 17:43:59,843 - mmaction - INFO - Epoch [205][940/1879] lr: 9.840e-03, eta: 23:22:33, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5586, top5_acc: 0.7695, loss_cls: 1.9117, loss: 1.9117, grad_norm: 4.6961 2021-07-13 17:44:16,953 - mmaction - INFO - Epoch [205][960/1879] lr: 9.840e-03, eta: 23:22:15, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7902, loss_cls: 1.8506, loss: 1.8506, grad_norm: 4.6476 2021-07-13 17:44:33,989 - mmaction - INFO - Epoch [205][980/1879] lr: 9.840e-03, eta: 23:21:58, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5836, top5_acc: 0.7984, loss_cls: 1.7796, loss: 1.7796, grad_norm: 4.4771 2021-07-13 17:44:50,984 - mmaction - INFO - Epoch [205][1000/1879] lr: 9.840e-03, eta: 23:21:40, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5730, top5_acc: 0.7785, loss_cls: 1.8748, loss: 1.8748, grad_norm: 4.5460 2021-07-13 17:45:08,137 - mmaction - INFO - Epoch [205][1020/1879] lr: 9.840e-03, eta: 23:21:22, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5711, top5_acc: 0.7863, loss_cls: 1.8631, loss: 1.8631, grad_norm: 4.6353 2021-07-13 17:45:24,947 - mmaction - INFO - Epoch [205][1040/1879] lr: 9.840e-03, eta: 23:21:05, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5648, top5_acc: 0.7801, loss_cls: 1.8476, loss: 1.8476, grad_norm: 4.6490 2021-07-13 17:45:41,910 - mmaction - INFO - Epoch [205][1060/1879] lr: 9.840e-03, eta: 23:20:47, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5930, top5_acc: 0.7945, loss_cls: 1.7952, loss: 1.7952, grad_norm: 4.4814 2021-07-13 17:45:58,918 - mmaction - INFO - Epoch [205][1080/1879] lr: 9.840e-03, eta: 23:20:29, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5875, top5_acc: 0.7918, loss_cls: 1.8047, loss: 1.8047, grad_norm: 4.4071 2021-07-13 17:46:15,942 - mmaction - INFO - Epoch [205][1100/1879] lr: 9.840e-03, eta: 23:20:11, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7945, loss_cls: 1.8062, loss: 1.8062, grad_norm: 4.5411 2021-07-13 17:46:33,074 - mmaction - INFO - Epoch [205][1120/1879] lr: 9.840e-03, eta: 23:19:54, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5672, top5_acc: 0.7859, loss_cls: 1.8405, loss: 1.8405, grad_norm: 4.5064 2021-07-13 17:46:50,216 - mmaction - INFO - Epoch [205][1140/1879] lr: 9.840e-03, eta: 23:19:36, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5645, top5_acc: 0.7891, loss_cls: 1.8494, loss: 1.8494, grad_norm: 4.6649 2021-07-13 17:47:06,839 - mmaction - INFO - Epoch [205][1160/1879] lr: 9.840e-03, eta: 23:19:18, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.8261, loss: 1.8261, grad_norm: 4.4876 2021-07-13 17:47:23,510 - mmaction - INFO - Epoch [205][1180/1879] lr: 9.840e-03, eta: 23:19:00, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.5746, top5_acc: 0.7750, loss_cls: 1.8235, loss: 1.8235, grad_norm: 4.3899 2021-07-13 17:47:40,587 - mmaction - INFO - Epoch [205][1200/1879] lr: 9.840e-03, eta: 23:18:43, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5828, top5_acc: 0.8004, loss_cls: 1.7603, loss: 1.7603, grad_norm: 4.5363 2021-07-13 17:47:57,675 - mmaction - INFO - Epoch [205][1220/1879] lr: 9.840e-03, eta: 23:18:25, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7742, loss_cls: 1.8921, loss: 1.8921, grad_norm: 4.5602 2021-07-13 17:48:14,785 - mmaction - INFO - Epoch [205][1240/1879] lr: 9.840e-03, eta: 23:18:08, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.5707, top5_acc: 0.7953, loss_cls: 1.7985, loss: 1.7985, grad_norm: 4.5670 2021-07-13 17:48:31,697 - mmaction - INFO - Epoch [205][1260/1879] lr: 9.840e-03, eta: 23:17:50, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7996, loss_cls: 1.7772, loss: 1.7772, grad_norm: 4.4039 2021-07-13 17:48:48,955 - mmaction - INFO - Epoch [205][1280/1879] lr: 9.840e-03, eta: 23:17:32, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.5617, top5_acc: 0.7801, loss_cls: 1.8575, loss: 1.8575, grad_norm: 4.6032 2021-07-13 17:49:05,889 - mmaction - INFO - Epoch [205][1300/1879] lr: 9.840e-03, eta: 23:17:15, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5840, top5_acc: 0.7926, loss_cls: 1.7866, loss: 1.7866, grad_norm: 4.3858 2021-07-13 17:49:22,760 - mmaction - INFO - Epoch [205][1320/1879] lr: 9.840e-03, eta: 23:16:57, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5824, top5_acc: 0.7852, loss_cls: 1.8044, loss: 1.8044, grad_norm: 4.5944 2021-07-13 17:49:39,842 - mmaction - INFO - Epoch [205][1340/1879] lr: 9.840e-03, eta: 23:16:39, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7848, loss_cls: 1.8332, loss: 1.8332, grad_norm: 4.5900 2021-07-13 17:49:56,938 - mmaction - INFO - Epoch [205][1360/1879] lr: 9.840e-03, eta: 23:16:22, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5773, top5_acc: 0.7883, loss_cls: 1.8222, loss: 1.8222, grad_norm: 4.5631 2021-07-13 17:50:14,075 - mmaction - INFO - Epoch [205][1380/1879] lr: 9.840e-03, eta: 23:16:04, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7914, loss_cls: 1.8191, loss: 1.8191, grad_norm: 4.5772 2021-07-13 17:50:31,208 - mmaction - INFO - Epoch [205][1400/1879] lr: 9.840e-03, eta: 23:15:46, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.5820, top5_acc: 0.7906, loss_cls: 1.8318, loss: 1.8318, grad_norm: 4.5231 2021-07-13 17:50:48,080 - mmaction - INFO - Epoch [205][1420/1879] lr: 9.840e-03, eta: 23:15:29, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.5816, top5_acc: 0.8000, loss_cls: 1.8412, loss: 1.8412, grad_norm: 4.5851 2021-07-13 17:51:05,112 - mmaction - INFO - Epoch [205][1440/1879] lr: 9.840e-03, eta: 23:15:11, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5480, top5_acc: 0.7805, loss_cls: 1.8898, loss: 1.8898, grad_norm: 4.5875 2021-07-13 17:51:21,940 - mmaction - INFO - Epoch [205][1460/1879] lr: 9.840e-03, eta: 23:14:53, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5828, top5_acc: 0.7918, loss_cls: 1.7984, loss: 1.7984, grad_norm: 4.4955 2021-07-13 17:51:38,821 - mmaction - INFO - Epoch [205][1480/1879] lr: 9.840e-03, eta: 23:14:35, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.5605, top5_acc: 0.7738, loss_cls: 1.9194, loss: 1.9194, grad_norm: 4.6695 2021-07-13 17:51:55,738 - mmaction - INFO - Epoch [205][1500/1879] lr: 9.840e-03, eta: 23:14:18, time: 0.843, data_time: 0.007, memory: 6454, top1_acc: 0.5652, top5_acc: 0.7754, loss_cls: 1.8674, loss: 1.8674, grad_norm: 4.5301 2021-07-13 17:52:12,693 - mmaction - INFO - Epoch [205][1520/1879] lr: 9.840e-03, eta: 23:14:00, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5859, top5_acc: 0.7875, loss_cls: 1.8175, loss: 1.8175, grad_norm: 4.3643 2021-07-13 17:52:29,696 - mmaction - INFO - Epoch [205][1540/1879] lr: 9.840e-03, eta: 23:13:42, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5805, top5_acc: 0.7996, loss_cls: 1.7930, loss: 1.7930, grad_norm: 4.5383 2021-07-13 17:52:46,440 - mmaction - INFO - Epoch [205][1560/1879] lr: 9.840e-03, eta: 23:13:24, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5938, top5_acc: 0.7926, loss_cls: 1.7729, loss: 1.7729, grad_norm: 4.3575 2021-07-13 17:53:03,223 - mmaction - INFO - Epoch [205][1580/1879] lr: 9.840e-03, eta: 23:13:07, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.5695, top5_acc: 0.7895, loss_cls: 1.8290, loss: 1.8290, grad_norm: 4.4412 2021-07-13 17:53:20,422 - mmaction - INFO - Epoch [205][1600/1879] lr: 9.840e-03, eta: 23:12:49, time: 0.861, data_time: 0.003, memory: 6454, top1_acc: 0.5746, top5_acc: 0.7766, loss_cls: 1.8898, loss: 1.8898, grad_norm: 4.5306 2021-07-13 17:53:37,412 - mmaction - INFO - Epoch [205][1620/1879] lr: 9.840e-03, eta: 23:12:31, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5820, top5_acc: 0.7836, loss_cls: 1.8154, loss: 1.8154, grad_norm: 4.5815 2021-07-13 17:53:54,383 - mmaction - INFO - Epoch [205][1640/1879] lr: 9.840e-03, eta: 23:12:14, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5750, top5_acc: 0.7918, loss_cls: 1.8105, loss: 1.8105, grad_norm: 4.6130 2021-07-13 17:54:11,361 - mmaction - INFO - Epoch [205][1660/1879] lr: 9.840e-03, eta: 23:11:56, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.5855, top5_acc: 0.7957, loss_cls: 1.7780, loss: 1.7780, grad_norm: 4.5467 2021-07-13 17:54:28,179 - mmaction - INFO - Epoch [205][1680/1879] lr: 9.840e-03, eta: 23:11:38, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5875, top5_acc: 0.7809, loss_cls: 1.8515, loss: 1.8515, grad_norm: 4.5215 2021-07-13 17:54:45,055 - mmaction - INFO - Epoch [205][1700/1879] lr: 9.840e-03, eta: 23:11:20, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7863, loss_cls: 1.8671, loss: 1.8671, grad_norm: 4.5585 2021-07-13 17:55:01,857 - mmaction - INFO - Epoch [205][1720/1879] lr: 9.840e-03, eta: 23:11:02, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7918, loss_cls: 1.8394, loss: 1.8394, grad_norm: 4.5339 2021-07-13 17:55:18,584 - mmaction - INFO - Epoch [205][1740/1879] lr: 9.840e-03, eta: 23:10:45, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7930, loss_cls: 1.8018, loss: 1.8018, grad_norm: 4.5803 2021-07-13 17:55:35,539 - mmaction - INFO - Epoch [205][1760/1879] lr: 9.840e-03, eta: 23:10:27, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5648, top5_acc: 0.7816, loss_cls: 1.8495, loss: 1.8495, grad_norm: 4.5634 2021-07-13 17:55:52,577 - mmaction - INFO - Epoch [205][1780/1879] lr: 9.840e-03, eta: 23:10:09, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7820, loss_cls: 1.8672, loss: 1.8672, grad_norm: 4.5302 2021-07-13 17:56:09,864 - mmaction - INFO - Epoch [205][1800/1879] lr: 9.840e-03, eta: 23:09:52, time: 0.863, data_time: 0.002, memory: 6454, top1_acc: 0.5668, top5_acc: 0.7859, loss_cls: 1.8721, loss: 1.8721, grad_norm: 4.6722 2021-07-13 17:56:26,882 - mmaction - INFO - Epoch [205][1820/1879] lr: 9.840e-03, eta: 23:09:34, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5918, top5_acc: 0.7941, loss_cls: 1.7670, loss: 1.7670, grad_norm: 4.5175 2021-07-13 17:56:43,643 - mmaction - INFO - Epoch [205][1840/1879] lr: 9.840e-03, eta: 23:09:16, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5609, top5_acc: 0.7793, loss_cls: 1.8779, loss: 1.8779, grad_norm: 4.6217 2021-07-13 17:57:00,768 - mmaction - INFO - Epoch [205][1860/1879] lr: 9.840e-03, eta: 23:08:59, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.5641, top5_acc: 0.7855, loss_cls: 1.8149, loss: 1.8149, grad_norm: 4.5522 2021-07-13 17:59:58,718 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-13 17:59:59,449 - mmaction - INFO - top1_acc 0.6305 top5_acc 0.8464 2021-07-13 17:59:59,450 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-13 17:59:59,549 - mmaction - INFO - mean_acc 0.6304 2021-07-13 18:00:00,101 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_205.pth. 2021-07-13 18:00:00,101 - mmaction - INFO - Best top1_acc is 0.6305 at 205 epoch. 2021-07-13 18:00:00,123 - mmaction - INFO - Epoch(val) [205][155] top1_acc: 0.6305, top5_acc: 0.8464, mean_class_accuracy: 0.6304 2021-07-13 18:01:18,340 - mmaction - INFO - Epoch [206][20/1879] lr: 9.477e-03, eta: 23:08:57, time: 3.910, data_time: 3.102, memory: 6454, top1_acc: 0.5676, top5_acc: 0.7930, loss_cls: 1.8254, loss: 1.8254, grad_norm: 4.5892 2021-07-13 18:01:34,750 - mmaction - INFO - Epoch [206][40/1879] lr: 9.477e-03, eta: 23:08:39, time: 0.820, data_time: 0.005, memory: 6454, top1_acc: 0.5719, top5_acc: 0.7945, loss_cls: 1.7681, loss: 1.7681, grad_norm: 4.5393 2021-07-13 18:01:51,304 - mmaction - INFO - Epoch [206][60/1879] lr: 9.477e-03, eta: 23:08:21, time: 0.824, data_time: 0.005, memory: 6454, top1_acc: 0.5910, top5_acc: 0.8105, loss_cls: 1.7102, loss: 1.7102, grad_norm: 4.4594 2021-07-13 18:02:08,192 - mmaction - INFO - Epoch [206][80/1879] lr: 9.477e-03, eta: 23:08:04, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5871, top5_acc: 0.7723, loss_cls: 1.8314, loss: 1.8314, grad_norm: 4.5095 2021-07-13 18:02:25,282 - mmaction - INFO - Epoch [206][100/1879] lr: 9.477e-03, eta: 23:07:46, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5707, top5_acc: 0.7910, loss_cls: 1.8384, loss: 1.8384, grad_norm: 4.5611 2021-07-13 18:02:42,250 - mmaction - INFO - Epoch [206][120/1879] lr: 9.477e-03, eta: 23:07:28, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5734, top5_acc: 0.7887, loss_cls: 1.8516, loss: 1.8516, grad_norm: 4.5860 2021-07-13 18:02:59,144 - mmaction - INFO - Epoch [206][140/1879] lr: 9.477e-03, eta: 23:07:10, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5734, top5_acc: 0.7871, loss_cls: 1.8338, loss: 1.8338, grad_norm: 4.5273 2021-07-13 18:03:16,206 - mmaction - INFO - Epoch [206][160/1879] lr: 9.477e-03, eta: 23:06:53, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5918, top5_acc: 0.7910, loss_cls: 1.7485, loss: 1.7485, grad_norm: 4.4394 2021-07-13 18:03:33,307 - mmaction - INFO - Epoch [206][180/1879] lr: 9.477e-03, eta: 23:06:35, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5730, top5_acc: 0.7805, loss_cls: 1.8703, loss: 1.8703, grad_norm: 4.4881 2021-07-13 18:03:50,038 - mmaction - INFO - Epoch [206][200/1879] lr: 9.477e-03, eta: 23:06:17, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5789, top5_acc: 0.7996, loss_cls: 1.7883, loss: 1.7883, grad_norm: 4.5013 2021-07-13 18:04:07,008 - mmaction - INFO - Epoch [206][220/1879] lr: 9.477e-03, eta: 23:06:00, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5813, top5_acc: 0.7812, loss_cls: 1.8434, loss: 1.8434, grad_norm: 4.5450 2021-07-13 18:04:24,267 - mmaction - INFO - Epoch [206][240/1879] lr: 9.477e-03, eta: 23:05:42, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.5629, top5_acc: 0.7766, loss_cls: 1.8869, loss: 1.8869, grad_norm: 4.4828 2021-07-13 18:04:41,211 - mmaction - INFO - Epoch [206][260/1879] lr: 9.477e-03, eta: 23:05:24, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5891, top5_acc: 0.7891, loss_cls: 1.7896, loss: 1.7896, grad_norm: 4.4301 2021-07-13 18:04:58,167 - mmaction - INFO - Epoch [206][280/1879] lr: 9.477e-03, eta: 23:05:07, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7789, loss_cls: 1.8505, loss: 1.8505, grad_norm: 4.5108 2021-07-13 18:05:15,076 - mmaction - INFO - Epoch [206][300/1879] lr: 9.477e-03, eta: 23:04:49, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5949, top5_acc: 0.8031, loss_cls: 1.7333, loss: 1.7333, grad_norm: 4.5132 2021-07-13 18:05:32,382 - mmaction - INFO - Epoch [206][320/1879] lr: 9.477e-03, eta: 23:04:31, time: 0.866, data_time: 0.006, memory: 6454, top1_acc: 0.5699, top5_acc: 0.7855, loss_cls: 1.8324, loss: 1.8324, grad_norm: 4.5068 2021-07-13 18:05:49,316 - mmaction - INFO - Epoch [206][340/1879] lr: 9.477e-03, eta: 23:04:14, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5750, top5_acc: 0.7871, loss_cls: 1.8577, loss: 1.8577, grad_norm: 4.5802 2021-07-13 18:06:05,857 - mmaction - INFO - Epoch [206][360/1879] lr: 9.477e-03, eta: 23:03:56, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7793, loss_cls: 1.8686, loss: 1.8686, grad_norm: 4.6151 2021-07-13 18:06:22,939 - mmaction - INFO - Epoch [206][380/1879] lr: 9.477e-03, eta: 23:03:38, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5801, top5_acc: 0.7848, loss_cls: 1.8096, loss: 1.8096, grad_norm: 4.5393 2021-07-13 18:06:39,934 - mmaction - INFO - Epoch [206][400/1879] lr: 9.477e-03, eta: 23:03:20, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5840, top5_acc: 0.7984, loss_cls: 1.7873, loss: 1.7873, grad_norm: 4.4462 2021-07-13 18:06:56,952 - mmaction - INFO - Epoch [206][420/1879] lr: 9.477e-03, eta: 23:03:03, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7891, loss_cls: 1.8285, loss: 1.8285, grad_norm: 4.6031 2021-07-13 18:07:13,879 - mmaction - INFO - Epoch [206][440/1879] lr: 9.477e-03, eta: 23:02:45, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5742, top5_acc: 0.7867, loss_cls: 1.8354, loss: 1.8354, grad_norm: 4.5182 2021-07-13 18:07:30,801 - mmaction - INFO - Epoch [206][460/1879] lr: 9.477e-03, eta: 23:02:27, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5785, top5_acc: 0.7883, loss_cls: 1.8415, loss: 1.8415, grad_norm: 4.5812 2021-07-13 18:07:47,394 - mmaction - INFO - Epoch [206][480/1879] lr: 9.477e-03, eta: 23:02:09, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.5844, top5_acc: 0.7898, loss_cls: 1.7832, loss: 1.7832, grad_norm: 4.5282 2021-07-13 18:08:04,624 - mmaction - INFO - Epoch [206][500/1879] lr: 9.477e-03, eta: 23:01:52, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.5949, top5_acc: 0.7973, loss_cls: 1.7564, loss: 1.7564, grad_norm: 4.4638 2021-07-13 18:08:21,507 - mmaction - INFO - Epoch [206][520/1879] lr: 9.477e-03, eta: 23:01:34, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5891, top5_acc: 0.7973, loss_cls: 1.7462, loss: 1.7462, grad_norm: 4.5549 2021-07-13 18:08:38,522 - mmaction - INFO - Epoch [206][540/1879] lr: 9.477e-03, eta: 23:01:16, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5918, top5_acc: 0.7816, loss_cls: 1.8207, loss: 1.8207, grad_norm: 4.5177 2021-07-13 18:08:55,494 - mmaction - INFO - Epoch [206][560/1879] lr: 9.477e-03, eta: 23:00:59, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5918, top5_acc: 0.7918, loss_cls: 1.8110, loss: 1.8110, grad_norm: 4.6268 2021-07-13 18:09:12,561 - mmaction - INFO - Epoch [206][580/1879] lr: 9.477e-03, eta: 23:00:41, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.5914, top5_acc: 0.7996, loss_cls: 1.7706, loss: 1.7706, grad_norm: 4.5050 2021-07-13 18:09:29,636 - mmaction - INFO - Epoch [206][600/1879] lr: 9.477e-03, eta: 23:00:23, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5828, top5_acc: 0.7848, loss_cls: 1.8410, loss: 1.8410, grad_norm: 4.5105 2021-07-13 18:09:46,618 - mmaction - INFO - Epoch [206][620/1879] lr: 9.477e-03, eta: 23:00:06, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5652, top5_acc: 0.7863, loss_cls: 1.8444, loss: 1.8444, grad_norm: 4.5283 2021-07-13 18:10:03,579 - mmaction - INFO - Epoch [206][640/1879] lr: 9.477e-03, eta: 22:59:48, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5789, top5_acc: 0.7937, loss_cls: 1.7797, loss: 1.7797, grad_norm: 4.6060 2021-07-13 18:10:20,326 - mmaction - INFO - Epoch [206][660/1879] lr: 9.477e-03, eta: 22:59:30, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5910, top5_acc: 0.7953, loss_cls: 1.7607, loss: 1.7607, grad_norm: 4.5056 2021-07-13 18:10:37,353 - mmaction - INFO - Epoch [206][680/1879] lr: 9.477e-03, eta: 22:59:12, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.5668, top5_acc: 0.7914, loss_cls: 1.8458, loss: 1.8458, grad_norm: 4.5871 2021-07-13 18:10:54,324 - mmaction - INFO - Epoch [206][700/1879] lr: 9.477e-03, eta: 22:58:55, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5734, top5_acc: 0.7898, loss_cls: 1.8184, loss: 1.8184, grad_norm: 4.5548 2021-07-13 18:11:10,990 - mmaction - INFO - Epoch [206][720/1879] lr: 9.477e-03, eta: 22:58:37, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.5684, top5_acc: 0.7730, loss_cls: 1.8859, loss: 1.8859, grad_norm: 4.6754 2021-07-13 18:11:27,971 - mmaction - INFO - Epoch [206][740/1879] lr: 9.477e-03, eta: 22:58:19, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5828, top5_acc: 0.7855, loss_cls: 1.8126, loss: 1.8126, grad_norm: 4.6140 2021-07-13 18:11:44,917 - mmaction - INFO - Epoch [206][760/1879] lr: 9.477e-03, eta: 22:58:01, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5719, top5_acc: 0.7766, loss_cls: 1.8528, loss: 1.8528, grad_norm: 4.5660 2021-07-13 18:12:01,754 - mmaction - INFO - Epoch [206][780/1879] lr: 9.477e-03, eta: 22:57:43, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5648, top5_acc: 0.7859, loss_cls: 1.8576, loss: 1.8576, grad_norm: 4.7057 2021-07-13 18:12:18,778 - mmaction - INFO - Epoch [206][800/1879] lr: 9.477e-03, eta: 22:57:26, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5691, top5_acc: 0.7926, loss_cls: 1.8270, loss: 1.8270, grad_norm: 4.4716 2021-07-13 18:12:35,641 - mmaction - INFO - Epoch [206][820/1879] lr: 9.477e-03, eta: 22:57:08, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5891, top5_acc: 0.8000, loss_cls: 1.7828, loss: 1.7828, grad_norm: 4.5675 2021-07-13 18:12:52,427 - mmaction - INFO - Epoch [206][840/1879] lr: 9.477e-03, eta: 22:56:50, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7879, loss_cls: 1.8130, loss: 1.8130, grad_norm: 4.5688 2021-07-13 18:13:09,442 - mmaction - INFO - Epoch [206][860/1879] lr: 9.477e-03, eta: 22:56:33, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5730, top5_acc: 0.7777, loss_cls: 1.8736, loss: 1.8736, grad_norm: 4.5948 2021-07-13 18:13:26,288 - mmaction - INFO - Epoch [206][880/1879] lr: 9.477e-03, eta: 22:56:15, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5695, top5_acc: 0.7773, loss_cls: 1.8580, loss: 1.8580, grad_norm: 4.5845 2021-07-13 18:13:43,323 - mmaction - INFO - Epoch [206][900/1879] lr: 9.477e-03, eta: 22:55:57, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5723, top5_acc: 0.7887, loss_cls: 1.8271, loss: 1.8271, grad_norm: 4.6271 2021-07-13 18:14:00,133 - mmaction - INFO - Epoch [206][920/1879] lr: 9.477e-03, eta: 22:55:39, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5855, top5_acc: 0.7957, loss_cls: 1.7850, loss: 1.7850, grad_norm: 4.4806 2021-07-13 18:14:17,314 - mmaction - INFO - Epoch [206][940/1879] lr: 9.477e-03, eta: 22:55:22, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5629, top5_acc: 0.7734, loss_cls: 1.8632, loss: 1.8632, grad_norm: 4.5358 2021-07-13 18:14:34,199 - mmaction - INFO - Epoch [206][960/1879] lr: 9.477e-03, eta: 22:55:04, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5625, top5_acc: 0.7816, loss_cls: 1.8697, loss: 1.8697, grad_norm: 4.6381 2021-07-13 18:14:51,151 - mmaction - INFO - Epoch [206][980/1879] lr: 9.477e-03, eta: 22:54:46, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7773, loss_cls: 1.8548, loss: 1.8548, grad_norm: 4.5748 2021-07-13 18:15:08,124 - mmaction - INFO - Epoch [206][1000/1879] lr: 9.477e-03, eta: 22:54:29, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5684, top5_acc: 0.7832, loss_cls: 1.8805, loss: 1.8805, grad_norm: 4.5719 2021-07-13 18:15:25,036 - mmaction - INFO - Epoch [206][1020/1879] lr: 9.477e-03, eta: 22:54:11, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5777, top5_acc: 0.7945, loss_cls: 1.8041, loss: 1.8041, grad_norm: 4.4746 2021-07-13 18:15:41,802 - mmaction - INFO - Epoch [206][1040/1879] lr: 9.477e-03, eta: 22:53:53, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5758, top5_acc: 0.7828, loss_cls: 1.8210, loss: 1.8210, grad_norm: 4.4890 2021-07-13 18:15:58,839 - mmaction - INFO - Epoch [206][1060/1879] lr: 9.477e-03, eta: 22:53:35, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5863, top5_acc: 0.8000, loss_cls: 1.7948, loss: 1.7948, grad_norm: 4.5280 2021-07-13 18:16:15,516 - mmaction - INFO - Epoch [206][1080/1879] lr: 9.477e-03, eta: 22:53:17, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.5750, top5_acc: 0.7988, loss_cls: 1.8071, loss: 1.8071, grad_norm: 4.6038 2021-07-13 18:16:32,503 - mmaction - INFO - Epoch [206][1100/1879] lr: 9.477e-03, eta: 22:53:00, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7785, loss_cls: 1.8666, loss: 1.8666, grad_norm: 4.4978 2021-07-13 18:16:49,662 - mmaction - INFO - Epoch [206][1120/1879] lr: 9.477e-03, eta: 22:52:42, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7836, loss_cls: 1.8270, loss: 1.8270, grad_norm: 4.6266 2021-07-13 18:17:06,509 - mmaction - INFO - Epoch [206][1140/1879] lr: 9.477e-03, eta: 22:52:24, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5836, top5_acc: 0.7992, loss_cls: 1.8136, loss: 1.8136, grad_norm: 4.5916 2021-07-13 18:17:23,747 - mmaction - INFO - Epoch [206][1160/1879] lr: 9.477e-03, eta: 22:52:07, time: 0.860, data_time: 0.007, memory: 6454, top1_acc: 0.5945, top5_acc: 0.7828, loss_cls: 1.7953, loss: 1.7953, grad_norm: 4.5215 2021-07-13 18:17:40,657 - mmaction - INFO - Epoch [206][1180/1879] lr: 9.477e-03, eta: 22:51:49, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5840, top5_acc: 0.7887, loss_cls: 1.8095, loss: 1.8095, grad_norm: 4.4967 2021-07-13 18:17:57,576 - mmaction - INFO - Epoch [206][1200/1879] lr: 9.477e-03, eta: 22:51:31, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5875, top5_acc: 0.7961, loss_cls: 1.8179, loss: 1.8179, grad_norm: 4.5717 2021-07-13 18:18:14,435 - mmaction - INFO - Epoch [206][1220/1879] lr: 9.477e-03, eta: 22:51:14, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5645, top5_acc: 0.7891, loss_cls: 1.8483, loss: 1.8483, grad_norm: 4.5913 2021-07-13 18:18:31,434 - mmaction - INFO - Epoch [206][1240/1879] lr: 9.477e-03, eta: 22:50:56, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5691, top5_acc: 0.7902, loss_cls: 1.8469, loss: 1.8469, grad_norm: 4.6464 2021-07-13 18:18:48,689 - mmaction - INFO - Epoch [206][1260/1879] lr: 9.477e-03, eta: 22:50:38, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.5922, top5_acc: 0.7969, loss_cls: 1.7634, loss: 1.7634, grad_norm: 4.5123 2021-07-13 18:19:05,664 - mmaction - INFO - Epoch [206][1280/1879] lr: 9.477e-03, eta: 22:50:21, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.5793, top5_acc: 0.7848, loss_cls: 1.8366, loss: 1.8366, grad_norm: 4.5393 2021-07-13 18:19:22,520 - mmaction - INFO - Epoch [206][1300/1879] lr: 9.477e-03, eta: 22:50:03, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5809, top5_acc: 0.7844, loss_cls: 1.8068, loss: 1.8068, grad_norm: 4.5037 2021-07-13 18:19:39,693 - mmaction - INFO - Epoch [206][1320/1879] lr: 9.477e-03, eta: 22:49:45, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.5992, top5_acc: 0.8020, loss_cls: 1.7389, loss: 1.7389, grad_norm: 4.3945 2021-07-13 18:19:56,638 - mmaction - INFO - Epoch [206][1340/1879] lr: 9.477e-03, eta: 22:49:28, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.5816, top5_acc: 0.8016, loss_cls: 1.7834, loss: 1.7834, grad_norm: 4.4942 2021-07-13 18:20:13,633 - mmaction - INFO - Epoch [206][1360/1879] lr: 9.477e-03, eta: 22:49:10, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5852, top5_acc: 0.7977, loss_cls: 1.7916, loss: 1.7916, grad_norm: 4.5781 2021-07-13 18:20:30,489 - mmaction - INFO - Epoch [206][1380/1879] lr: 9.477e-03, eta: 22:48:52, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5930, top5_acc: 0.7945, loss_cls: 1.7713, loss: 1.7713, grad_norm: 4.4802 2021-07-13 18:20:47,460 - mmaction - INFO - Epoch [206][1400/1879] lr: 9.477e-03, eta: 22:48:35, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5770, top5_acc: 0.7898, loss_cls: 1.7946, loss: 1.7946, grad_norm: 4.6253 2021-07-13 18:21:04,343 - mmaction - INFO - Epoch [206][1420/1879] lr: 9.477e-03, eta: 22:48:17, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5863, top5_acc: 0.8078, loss_cls: 1.7627, loss: 1.7627, grad_norm: 4.6309 2021-07-13 18:21:21,235 - mmaction - INFO - Epoch [206][1440/1879] lr: 9.477e-03, eta: 22:47:59, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5598, top5_acc: 0.7789, loss_cls: 1.8791, loss: 1.8791, grad_norm: 4.7177 2021-07-13 18:21:38,350 - mmaction - INFO - Epoch [206][1460/1879] lr: 9.477e-03, eta: 22:47:41, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5898, top5_acc: 0.8039, loss_cls: 1.7517, loss: 1.7517, grad_norm: 4.5737 2021-07-13 18:21:55,334 - mmaction - INFO - Epoch [206][1480/1879] lr: 9.477e-03, eta: 22:47:24, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5801, top5_acc: 0.7852, loss_cls: 1.8103, loss: 1.8103, grad_norm: 4.5141 2021-07-13 18:22:12,034 - mmaction - INFO - Epoch [206][1500/1879] lr: 9.477e-03, eta: 22:47:06, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.5859, top5_acc: 0.7891, loss_cls: 1.7826, loss: 1.7826, grad_norm: 4.4916 2021-07-13 18:22:29,226 - mmaction - INFO - Epoch [206][1520/1879] lr: 9.477e-03, eta: 22:46:48, time: 0.858, data_time: 0.008, memory: 6454, top1_acc: 0.5746, top5_acc: 0.7957, loss_cls: 1.8222, loss: 1.8222, grad_norm: 4.5848 2021-07-13 18:22:46,218 - mmaction - INFO - Epoch [206][1540/1879] lr: 9.477e-03, eta: 22:46:31, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5883, top5_acc: 0.7914, loss_cls: 1.7852, loss: 1.7852, grad_norm: 4.5797 2021-07-13 18:23:03,212 - mmaction - INFO - Epoch [206][1560/1879] lr: 9.477e-03, eta: 22:46:13, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5684, top5_acc: 0.7918, loss_cls: 1.8224, loss: 1.8224, grad_norm: 4.6029 2021-07-13 18:23:20,094 - mmaction - INFO - Epoch [206][1580/1879] lr: 9.477e-03, eta: 22:45:55, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7879, loss_cls: 1.8482, loss: 1.8482, grad_norm: 4.6455 2021-07-13 18:23:37,224 - mmaction - INFO - Epoch [206][1600/1879] lr: 9.477e-03, eta: 22:45:38, time: 0.858, data_time: 0.009, memory: 6454, top1_acc: 0.5883, top5_acc: 0.7902, loss_cls: 1.8002, loss: 1.8002, grad_norm: 4.4684 2021-07-13 18:23:54,302 - mmaction - INFO - Epoch [206][1620/1879] lr: 9.477e-03, eta: 22:45:20, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5711, top5_acc: 0.7930, loss_cls: 1.8230, loss: 1.8230, grad_norm: 4.6076 2021-07-13 18:24:11,428 - mmaction - INFO - Epoch [206][1640/1879] lr: 9.477e-03, eta: 22:45:02, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5719, top5_acc: 0.7727, loss_cls: 1.8626, loss: 1.8626, grad_norm: 4.5895 2021-07-13 18:24:28,425 - mmaction - INFO - Epoch [206][1660/1879] lr: 9.477e-03, eta: 22:44:45, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5816, top5_acc: 0.7891, loss_cls: 1.7717, loss: 1.7717, grad_norm: 4.6111 2021-07-13 18:24:45,589 - mmaction - INFO - Epoch [206][1680/1879] lr: 9.477e-03, eta: 22:44:27, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.5754, top5_acc: 0.7766, loss_cls: 1.8495, loss: 1.8495, grad_norm: 4.6650 2021-07-13 18:25:02,495 - mmaction - INFO - Epoch [206][1700/1879] lr: 9.477e-03, eta: 22:44:09, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.5738, top5_acc: 0.7844, loss_cls: 1.8492, loss: 1.8492, grad_norm: 4.5495 2021-07-13 18:25:19,607 - mmaction - INFO - Epoch [206][1720/1879] lr: 9.477e-03, eta: 22:43:52, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7828, loss_cls: 1.8721, loss: 1.8721, grad_norm: 4.6699 2021-07-13 18:25:36,665 - mmaction - INFO - Epoch [206][1740/1879] lr: 9.477e-03, eta: 22:43:34, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5695, top5_acc: 0.7941, loss_cls: 1.8446, loss: 1.8446, grad_norm: 4.6685 2021-07-13 18:25:53,687 - mmaction - INFO - Epoch [206][1760/1879] lr: 9.477e-03, eta: 22:43:17, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5707, top5_acc: 0.7777, loss_cls: 1.8538, loss: 1.8538, grad_norm: 4.6771 2021-07-13 18:26:10,757 - mmaction - INFO - Epoch [206][1780/1879] lr: 9.477e-03, eta: 22:42:59, time: 0.856, data_time: 0.008, memory: 6454, top1_acc: 0.6051, top5_acc: 0.7965, loss_cls: 1.7728, loss: 1.7728, grad_norm: 4.5303 2021-07-13 18:26:27,749 - mmaction - INFO - Epoch [206][1800/1879] lr: 9.477e-03, eta: 22:42:41, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5945, top5_acc: 0.7949, loss_cls: 1.7623, loss: 1.7623, grad_norm: 4.5823 2021-07-13 18:26:44,679 - mmaction - INFO - Epoch [206][1820/1879] lr: 9.477e-03, eta: 22:42:24, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5785, top5_acc: 0.7883, loss_cls: 1.8196, loss: 1.8196, grad_norm: 4.6535 2021-07-13 18:27:01,487 - mmaction - INFO - Epoch [206][1840/1879] lr: 9.477e-03, eta: 22:42:06, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5652, top5_acc: 0.7805, loss_cls: 1.9064, loss: 1.9064, grad_norm: 4.6942 2021-07-13 18:27:18,356 - mmaction - INFO - Epoch [206][1860/1879] lr: 9.477e-03, eta: 22:41:48, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7844, loss_cls: 1.8206, loss: 1.8206, grad_norm: 4.5053 2021-07-13 18:29:28,302 - mmaction - INFO - Epoch [207][20/1879] lr: 9.121e-03, eta: 22:42:05, time: 5.258, data_time: 4.090, memory: 6454, top1_acc: 0.5582, top5_acc: 0.7770, loss_cls: 1.8736, loss: 1.8736, grad_norm: 4.6585 2021-07-13 18:29:44,955 - mmaction - INFO - Epoch [207][40/1879] lr: 9.121e-03, eta: 22:41:47, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.5754, top5_acc: 0.7926, loss_cls: 1.8233, loss: 1.8233, grad_norm: 4.5869 2021-07-13 18:30:01,223 - mmaction - INFO - Epoch [207][60/1879] lr: 9.121e-03, eta: 22:41:29, time: 0.813, data_time: 0.006, memory: 6454, top1_acc: 0.5980, top5_acc: 0.8039, loss_cls: 1.7457, loss: 1.7457, grad_norm: 4.5006 2021-07-13 18:30:18,064 - mmaction - INFO - Epoch [207][80/1879] lr: 9.121e-03, eta: 22:41:11, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7969, loss_cls: 1.7978, loss: 1.7978, grad_norm: 4.5831 2021-07-13 18:30:35,086 - mmaction - INFO - Epoch [207][100/1879] lr: 9.121e-03, eta: 22:40:53, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5984, top5_acc: 0.8020, loss_cls: 1.7180, loss: 1.7180, grad_norm: 4.4945 2021-07-13 18:30:52,038 - mmaction - INFO - Epoch [207][120/1879] lr: 9.121e-03, eta: 22:40:36, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5734, top5_acc: 0.7879, loss_cls: 1.8435, loss: 1.8435, grad_norm: 4.6039 2021-07-13 18:31:08,892 - mmaction - INFO - Epoch [207][140/1879] lr: 9.121e-03, eta: 22:40:18, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5934, top5_acc: 0.8082, loss_cls: 1.7176, loss: 1.7176, grad_norm: 4.5373 2021-07-13 18:31:25,620 - mmaction - INFO - Epoch [207][160/1879] lr: 9.121e-03, eta: 22:40:00, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.5754, top5_acc: 0.8023, loss_cls: 1.7813, loss: 1.7813, grad_norm: 4.6461 2021-07-13 18:31:42,621 - mmaction - INFO - Epoch [207][180/1879] lr: 9.121e-03, eta: 22:39:42, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5848, top5_acc: 0.7895, loss_cls: 1.8046, loss: 1.8046, grad_norm: 4.5482 2021-07-13 18:31:59,477 - mmaction - INFO - Epoch [207][200/1879] lr: 9.121e-03, eta: 22:39:24, time: 0.843, data_time: 0.008, memory: 6454, top1_acc: 0.5891, top5_acc: 0.7902, loss_cls: 1.7686, loss: 1.7686, grad_norm: 4.5229 2021-07-13 18:32:16,413 - mmaction - INFO - Epoch [207][220/1879] lr: 9.121e-03, eta: 22:39:07, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5809, top5_acc: 0.7965, loss_cls: 1.7852, loss: 1.7852, grad_norm: 4.6448 2021-07-13 18:32:33,092 - mmaction - INFO - Epoch [207][240/1879] lr: 9.121e-03, eta: 22:38:49, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.5867, top5_acc: 0.7867, loss_cls: 1.7991, loss: 1.7991, grad_norm: 4.5735 2021-07-13 18:32:50,121 - mmaction - INFO - Epoch [207][260/1879] lr: 9.121e-03, eta: 22:38:31, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5910, top5_acc: 0.7867, loss_cls: 1.7988, loss: 1.7988, grad_norm: 4.5187 2021-07-13 18:33:07,168 - mmaction - INFO - Epoch [207][280/1879] lr: 9.121e-03, eta: 22:38:13, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5906, top5_acc: 0.7996, loss_cls: 1.7536, loss: 1.7536, grad_norm: 4.5247 2021-07-13 18:33:24,059 - mmaction - INFO - Epoch [207][300/1879] lr: 9.121e-03, eta: 22:37:56, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5852, top5_acc: 0.7859, loss_cls: 1.8206, loss: 1.8206, grad_norm: 4.7095 2021-07-13 18:33:41,005 - mmaction - INFO - Epoch [207][320/1879] lr: 9.121e-03, eta: 22:37:38, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7922, loss_cls: 1.8113, loss: 1.8113, grad_norm: 4.7160 2021-07-13 18:33:57,915 - mmaction - INFO - Epoch [207][340/1879] lr: 9.121e-03, eta: 22:37:20, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5730, top5_acc: 0.7961, loss_cls: 1.7966, loss: 1.7966, grad_norm: 4.7124 2021-07-13 18:34:14,840 - mmaction - INFO - Epoch [207][360/1879] lr: 9.121e-03, eta: 22:37:03, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7914, loss_cls: 1.8015, loss: 1.8015, grad_norm: 4.6605 2021-07-13 18:34:31,815 - mmaction - INFO - Epoch [207][380/1879] lr: 9.121e-03, eta: 22:36:45, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5816, top5_acc: 0.7937, loss_cls: 1.8002, loss: 1.8002, grad_norm: 4.5563 2021-07-13 18:34:48,885 - mmaction - INFO - Epoch [207][400/1879] lr: 9.121e-03, eta: 22:36:27, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5813, top5_acc: 0.8027, loss_cls: 1.7680, loss: 1.7680, grad_norm: 4.6173 2021-07-13 18:35:05,959 - mmaction - INFO - Epoch [207][420/1879] lr: 9.121e-03, eta: 22:36:10, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5613, top5_acc: 0.7875, loss_cls: 1.8106, loss: 1.8106, grad_norm: 4.5595 2021-07-13 18:35:22,868 - mmaction - INFO - Epoch [207][440/1879] lr: 9.121e-03, eta: 22:35:52, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5844, top5_acc: 0.7871, loss_cls: 1.8180, loss: 1.8180, grad_norm: 4.6034 2021-07-13 18:35:39,514 - mmaction - INFO - Epoch [207][460/1879] lr: 9.121e-03, eta: 22:35:34, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.5781, top5_acc: 0.7992, loss_cls: 1.7820, loss: 1.7820, grad_norm: 4.5355 2021-07-13 18:35:56,630 - mmaction - INFO - Epoch [207][480/1879] lr: 9.121e-03, eta: 22:35:16, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5813, top5_acc: 0.7887, loss_cls: 1.8173, loss: 1.8173, grad_norm: 4.5792 2021-07-13 18:36:13,583 - mmaction - INFO - Epoch [207][500/1879] lr: 9.121e-03, eta: 22:34:59, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5836, top5_acc: 0.8012, loss_cls: 1.7610, loss: 1.7610, grad_norm: 4.6729 2021-07-13 18:36:30,573 - mmaction - INFO - Epoch [207][520/1879] lr: 9.121e-03, eta: 22:34:41, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5953, top5_acc: 0.8063, loss_cls: 1.7467, loss: 1.7467, grad_norm: 4.5425 2021-07-13 18:36:47,534 - mmaction - INFO - Epoch [207][540/1879] lr: 9.121e-03, eta: 22:34:23, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5789, top5_acc: 0.7934, loss_cls: 1.7808, loss: 1.7808, grad_norm: 4.6881 2021-07-13 18:37:04,510 - mmaction - INFO - Epoch [207][560/1879] lr: 9.121e-03, eta: 22:34:05, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5582, top5_acc: 0.7895, loss_cls: 1.8734, loss: 1.8734, grad_norm: 4.6406 2021-07-13 18:37:21,304 - mmaction - INFO - Epoch [207][580/1879] lr: 9.121e-03, eta: 22:33:48, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.5918, top5_acc: 0.7973, loss_cls: 1.7764, loss: 1.7764, grad_norm: 4.6569 2021-07-13 18:37:38,297 - mmaction - INFO - Epoch [207][600/1879] lr: 9.121e-03, eta: 22:33:30, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.5926, top5_acc: 0.8023, loss_cls: 1.7565, loss: 1.7565, grad_norm: 4.5629 2021-07-13 18:37:55,218 - mmaction - INFO - Epoch [207][620/1879] lr: 9.121e-03, eta: 22:33:12, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5742, top5_acc: 0.7902, loss_cls: 1.8580, loss: 1.8580, grad_norm: 4.6187 2021-07-13 18:38:11,977 - mmaction - INFO - Epoch [207][640/1879] lr: 9.121e-03, eta: 22:32:54, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.5879, top5_acc: 0.7910, loss_cls: 1.7884, loss: 1.7884, grad_norm: 4.5699 2021-07-13 18:38:29,008 - mmaction - INFO - Epoch [207][660/1879] lr: 9.121e-03, eta: 22:32:37, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5980, top5_acc: 0.8086, loss_cls: 1.7200, loss: 1.7200, grad_norm: 4.5457 2021-07-13 18:38:46,005 - mmaction - INFO - Epoch [207][680/1879] lr: 9.121e-03, eta: 22:32:19, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.5859, top5_acc: 0.7934, loss_cls: 1.7694, loss: 1.7694, grad_norm: 4.6822 2021-07-13 18:39:02,964 - mmaction - INFO - Epoch [207][700/1879] lr: 9.121e-03, eta: 22:32:01, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.5801, top5_acc: 0.8016, loss_cls: 1.7872, loss: 1.7872, grad_norm: 4.6304 2021-07-13 18:39:19,941 - mmaction - INFO - Epoch [207][720/1879] lr: 9.121e-03, eta: 22:31:44, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5641, top5_acc: 0.7871, loss_cls: 1.8445, loss: 1.8445, grad_norm: 4.7412 2021-07-13 18:39:36,778 - mmaction - INFO - Epoch [207][740/1879] lr: 9.121e-03, eta: 22:31:26, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5738, top5_acc: 0.7953, loss_cls: 1.8084, loss: 1.8084, grad_norm: 4.5876 2021-07-13 18:39:53,608 - mmaction - INFO - Epoch [207][760/1879] lr: 9.121e-03, eta: 22:31:08, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5754, top5_acc: 0.7926, loss_cls: 1.8013, loss: 1.8013, grad_norm: 4.6538 2021-07-13 18:40:10,439 - mmaction - INFO - Epoch [207][780/1879] lr: 9.121e-03, eta: 22:30:50, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5785, top5_acc: 0.7957, loss_cls: 1.7743, loss: 1.7743, grad_norm: 4.7018 2021-07-13 18:40:27,320 - mmaction - INFO - Epoch [207][800/1879] lr: 9.121e-03, eta: 22:30:32, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5828, top5_acc: 0.7922, loss_cls: 1.7830, loss: 1.7830, grad_norm: 4.5932 2021-07-13 18:40:44,033 - mmaction - INFO - Epoch [207][820/1879] lr: 9.121e-03, eta: 22:30:15, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.5789, top5_acc: 0.7984, loss_cls: 1.7848, loss: 1.7848, grad_norm: 4.6569 2021-07-13 18:41:01,007 - mmaction - INFO - Epoch [207][840/1879] lr: 9.121e-03, eta: 22:29:57, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5770, top5_acc: 0.8004, loss_cls: 1.7688, loss: 1.7688, grad_norm: 4.7081 2021-07-13 18:41:18,051 - mmaction - INFO - Epoch [207][860/1879] lr: 9.121e-03, eta: 22:29:39, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5664, top5_acc: 0.7793, loss_cls: 1.8694, loss: 1.8694, grad_norm: 4.7802 2021-07-13 18:41:34,949 - mmaction - INFO - Epoch [207][880/1879] lr: 9.121e-03, eta: 22:29:21, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5887, top5_acc: 0.7945, loss_cls: 1.7698, loss: 1.7698, grad_norm: 4.5975 2021-07-13 18:41:51,795 - mmaction - INFO - Epoch [207][900/1879] lr: 9.121e-03, eta: 22:29:04, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.5828, top5_acc: 0.7922, loss_cls: 1.7992, loss: 1.7992, grad_norm: 4.7084 2021-07-13 18:42:08,733 - mmaction - INFO - Epoch [207][920/1879] lr: 9.121e-03, eta: 22:28:46, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5793, top5_acc: 0.7902, loss_cls: 1.8168, loss: 1.8168, grad_norm: 4.6614 2021-07-13 18:42:25,625 - mmaction - INFO - Epoch [207][940/1879] lr: 9.121e-03, eta: 22:28:28, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5859, top5_acc: 0.7906, loss_cls: 1.7971, loss: 1.7971, grad_norm: 4.5298 2021-07-13 18:42:42,533 - mmaction - INFO - Epoch [207][960/1879] lr: 9.121e-03, eta: 22:28:10, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5926, top5_acc: 0.7996, loss_cls: 1.7370, loss: 1.7370, grad_norm: 4.6156 2021-07-13 18:42:59,565 - mmaction - INFO - Epoch [207][980/1879] lr: 9.121e-03, eta: 22:27:53, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5820, top5_acc: 0.7871, loss_cls: 1.8186, loss: 1.8186, grad_norm: 4.5602 2021-07-13 18:43:16,555 - mmaction - INFO - Epoch [207][1000/1879] lr: 9.121e-03, eta: 22:27:35, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5738, top5_acc: 0.7918, loss_cls: 1.8187, loss: 1.8187, grad_norm: 4.5943 2021-07-13 18:43:33,662 - mmaction - INFO - Epoch [207][1020/1879] lr: 9.121e-03, eta: 22:27:18, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5832, top5_acc: 0.7996, loss_cls: 1.7834, loss: 1.7834, grad_norm: 4.5967 2021-07-13 18:43:50,505 - mmaction - INFO - Epoch [207][1040/1879] lr: 9.121e-03, eta: 22:27:00, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5684, top5_acc: 0.7852, loss_cls: 1.8234, loss: 1.8234, grad_norm: 4.7279 2021-07-13 18:44:07,580 - mmaction - INFO - Epoch [207][1060/1879] lr: 9.121e-03, eta: 22:26:42, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5945, top5_acc: 0.7863, loss_cls: 1.7710, loss: 1.7710, grad_norm: 4.6078 2021-07-13 18:44:24,482 - mmaction - INFO - Epoch [207][1080/1879] lr: 9.121e-03, eta: 22:26:24, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5801, top5_acc: 0.8055, loss_cls: 1.7911, loss: 1.7911, grad_norm: 4.7778 2021-07-13 18:44:41,353 - mmaction - INFO - Epoch [207][1100/1879] lr: 9.121e-03, eta: 22:26:07, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.5820, top5_acc: 0.8027, loss_cls: 1.7740, loss: 1.7740, grad_norm: 4.6739 2021-07-13 18:44:58,406 - mmaction - INFO - Epoch [207][1120/1879] lr: 9.121e-03, eta: 22:25:49, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5836, top5_acc: 0.7902, loss_cls: 1.8472, loss: 1.8472, grad_norm: 4.7096 2021-07-13 18:45:15,534 - mmaction - INFO - Epoch [207][1140/1879] lr: 9.121e-03, eta: 22:25:31, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.5781, top5_acc: 0.7953, loss_cls: 1.7849, loss: 1.7849, grad_norm: 4.6487 2021-07-13 18:45:32,469 - mmaction - INFO - Epoch [207][1160/1879] lr: 9.121e-03, eta: 22:25:14, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5668, top5_acc: 0.7941, loss_cls: 1.8187, loss: 1.8187, grad_norm: 4.6052 2021-07-13 18:45:49,105 - mmaction - INFO - Epoch [207][1180/1879] lr: 9.121e-03, eta: 22:24:56, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.5895, top5_acc: 0.7965, loss_cls: 1.7609, loss: 1.7609, grad_norm: 4.5747 2021-07-13 18:46:05,988 - mmaction - INFO - Epoch [207][1200/1879] lr: 9.121e-03, eta: 22:24:38, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5910, top5_acc: 0.7996, loss_cls: 1.7409, loss: 1.7409, grad_norm: 4.5717 2021-07-13 18:46:23,116 - mmaction - INFO - Epoch [207][1220/1879] lr: 9.121e-03, eta: 22:24:20, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5922, top5_acc: 0.8016, loss_cls: 1.7372, loss: 1.7372, grad_norm: 4.6211 2021-07-13 18:46:39,924 - mmaction - INFO - Epoch [207][1240/1879] lr: 9.121e-03, eta: 22:24:03, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5898, top5_acc: 0.7926, loss_cls: 1.7965, loss: 1.7965, grad_norm: 4.5429 2021-07-13 18:46:56,659 - mmaction - INFO - Epoch [207][1260/1879] lr: 9.121e-03, eta: 22:23:45, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.5781, top5_acc: 0.7941, loss_cls: 1.8496, loss: 1.8496, grad_norm: 4.6712 2021-07-13 18:47:13,791 - mmaction - INFO - Epoch [207][1280/1879] lr: 9.121e-03, eta: 22:23:27, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.5781, top5_acc: 0.7961, loss_cls: 1.8090, loss: 1.8090, grad_norm: 4.6244 2021-07-13 18:47:30,789 - mmaction - INFO - Epoch [207][1300/1879] lr: 9.121e-03, eta: 22:23:09, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5785, top5_acc: 0.7895, loss_cls: 1.8406, loss: 1.8406, grad_norm: 4.7454 2021-07-13 18:47:47,800 - mmaction - INFO - Epoch [207][1320/1879] lr: 9.121e-03, eta: 22:22:52, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5801, top5_acc: 0.7859, loss_cls: 1.8407, loss: 1.8407, grad_norm: 4.6446 2021-07-13 18:48:04,651 - mmaction - INFO - Epoch [207][1340/1879] lr: 9.121e-03, eta: 22:22:34, time: 0.840, data_time: 0.007, memory: 6454, top1_acc: 0.5801, top5_acc: 0.7941, loss_cls: 1.7775, loss: 1.7775, grad_norm: 4.6782 2021-07-13 18:48:21,633 - mmaction - INFO - Epoch [207][1360/1879] lr: 9.121e-03, eta: 22:22:16, time: 0.852, data_time: 0.010, memory: 6454, top1_acc: 0.5770, top5_acc: 0.7848, loss_cls: 1.8146, loss: 1.8146, grad_norm: 4.6172 2021-07-13 18:48:38,298 - mmaction - INFO - Epoch [207][1380/1879] lr: 9.121e-03, eta: 22:21:58, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.5949, top5_acc: 0.7883, loss_cls: 1.8008, loss: 1.8008, grad_norm: 4.6266 2021-07-13 18:48:55,633 - mmaction - INFO - Epoch [207][1400/1879] lr: 9.121e-03, eta: 22:21:41, time: 0.869, data_time: 0.006, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7875, loss_cls: 1.8144, loss: 1.8144, grad_norm: 4.7855 2021-07-13 18:49:12,696 - mmaction - INFO - Epoch [207][1420/1879] lr: 9.121e-03, eta: 22:21:23, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5602, top5_acc: 0.7852, loss_cls: 1.8652, loss: 1.8652, grad_norm: 4.6988 2021-07-13 18:49:29,660 - mmaction - INFO - Epoch [207][1440/1879] lr: 9.121e-03, eta: 22:21:06, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5699, top5_acc: 0.7719, loss_cls: 1.8648, loss: 1.8648, grad_norm: 4.7342 2021-07-13 18:49:46,736 - mmaction - INFO - Epoch [207][1460/1879] lr: 9.121e-03, eta: 22:20:48, time: 0.856, data_time: 0.007, memory: 6454, top1_acc: 0.5863, top5_acc: 0.8039, loss_cls: 1.7539, loss: 1.7539, grad_norm: 4.6666 2021-07-13 18:50:03,892 - mmaction - INFO - Epoch [207][1480/1879] lr: 9.121e-03, eta: 22:20:30, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5867, top5_acc: 0.8016, loss_cls: 1.7550, loss: 1.7550, grad_norm: 4.6638 2021-07-13 18:50:20,808 - mmaction - INFO - Epoch [207][1500/1879] lr: 9.121e-03, eta: 22:20:13, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5910, top5_acc: 0.7941, loss_cls: 1.7804, loss: 1.7804, grad_norm: 4.6468 2021-07-13 18:50:37,626 - mmaction - INFO - Epoch [207][1520/1879] lr: 9.121e-03, eta: 22:19:55, time: 0.839, data_time: 0.007, memory: 6454, top1_acc: 0.5848, top5_acc: 0.8047, loss_cls: 1.7493, loss: 1.7493, grad_norm: 4.6645 2021-07-13 18:50:54,503 - mmaction - INFO - Epoch [207][1540/1879] lr: 9.121e-03, eta: 22:19:37, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.5891, top5_acc: 0.8055, loss_cls: 1.7334, loss: 1.7334, grad_norm: 4.7371 2021-07-13 18:51:11,487 - mmaction - INFO - Epoch [207][1560/1879] lr: 9.121e-03, eta: 22:19:20, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5668, top5_acc: 0.7828, loss_cls: 1.8338, loss: 1.8338, grad_norm: 4.7619 2021-07-13 18:51:28,258 - mmaction - INFO - Epoch [207][1580/1879] lr: 9.121e-03, eta: 22:19:02, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.5637, top5_acc: 0.7758, loss_cls: 1.8823, loss: 1.8823, grad_norm: 4.7339 2021-07-13 18:51:45,247 - mmaction - INFO - Epoch [207][1600/1879] lr: 9.121e-03, eta: 22:18:44, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5809, top5_acc: 0.7934, loss_cls: 1.7793, loss: 1.7793, grad_norm: 4.6202 2021-07-13 18:52:02,335 - mmaction - INFO - Epoch [207][1620/1879] lr: 9.121e-03, eta: 22:18:26, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7906, loss_cls: 1.8480, loss: 1.8480, grad_norm: 4.7470 2021-07-13 18:52:19,303 - mmaction - INFO - Epoch [207][1640/1879] lr: 9.121e-03, eta: 22:18:09, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5687, top5_acc: 0.7855, loss_cls: 1.8630, loss: 1.8630, grad_norm: 4.6922 2021-07-13 18:52:36,234 - mmaction - INFO - Epoch [207][1660/1879] lr: 9.121e-03, eta: 22:17:51, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5852, top5_acc: 0.7945, loss_cls: 1.7569, loss: 1.7569, grad_norm: 4.6272 2021-07-13 18:52:53,268 - mmaction - INFO - Epoch [207][1680/1879] lr: 9.121e-03, eta: 22:17:33, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5633, top5_acc: 0.7891, loss_cls: 1.8601, loss: 1.8601, grad_norm: 4.8348 2021-07-13 18:53:10,160 - mmaction - INFO - Epoch [207][1700/1879] lr: 9.121e-03, eta: 22:17:16, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5785, top5_acc: 0.7887, loss_cls: 1.8315, loss: 1.8315, grad_norm: 4.6142 2021-07-13 18:53:27,148 - mmaction - INFO - Epoch [207][1720/1879] lr: 9.121e-03, eta: 22:16:58, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5723, top5_acc: 0.7902, loss_cls: 1.8300, loss: 1.8300, grad_norm: 4.6677 2021-07-13 18:53:44,018 - mmaction - INFO - Epoch [207][1740/1879] lr: 9.121e-03, eta: 22:16:40, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5879, top5_acc: 0.7918, loss_cls: 1.7549, loss: 1.7549, grad_norm: 4.6252 2021-07-13 18:54:01,035 - mmaction - INFO - Epoch [207][1760/1879] lr: 9.121e-03, eta: 22:16:23, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5898, top5_acc: 0.8031, loss_cls: 1.7078, loss: 1.7078, grad_norm: 4.6319 2021-07-13 18:54:17,787 - mmaction - INFO - Epoch [207][1780/1879] lr: 9.121e-03, eta: 22:16:05, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.5563, top5_acc: 0.7691, loss_cls: 1.9086, loss: 1.9086, grad_norm: 4.8336 2021-07-13 18:54:34,893 - mmaction - INFO - Epoch [207][1800/1879] lr: 9.121e-03, eta: 22:15:47, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5770, top5_acc: 0.8012, loss_cls: 1.7875, loss: 1.7875, grad_norm: 4.7185 2021-07-13 18:54:52,549 - mmaction - INFO - Epoch [207][1820/1879] lr: 9.121e-03, eta: 22:15:30, time: 0.884, data_time: 0.002, memory: 6454, top1_acc: 0.5789, top5_acc: 0.7945, loss_cls: 1.7829, loss: 1.7829, grad_norm: 4.7002 2021-07-13 18:55:10,241 - mmaction - INFO - Epoch [207][1840/1879] lr: 9.121e-03, eta: 22:15:13, time: 0.884, data_time: 0.004, memory: 6454, top1_acc: 0.5648, top5_acc: 0.7805, loss_cls: 1.8751, loss: 1.8751, grad_norm: 4.6797 2021-07-13 18:55:27,453 - mmaction - INFO - Epoch [207][1860/1879] lr: 9.121e-03, eta: 22:14:55, time: 0.861, data_time: 0.001, memory: 6454, top1_acc: 0.5687, top5_acc: 0.7832, loss_cls: 1.8665, loss: 1.8665, grad_norm: 4.5799 2021-07-13 18:57:26,482 - mmaction - INFO - Epoch [208][20/1879] lr: 8.771e-03, eta: 22:15:05, time: 4.882, data_time: 4.021, memory: 6454, top1_acc: 0.5813, top5_acc: 0.7887, loss_cls: 1.7833, loss: 1.7833, grad_norm: 4.5521 2021-07-13 18:57:42,812 - mmaction - INFO - Epoch [208][40/1879] lr: 8.771e-03, eta: 22:14:47, time: 0.817, data_time: 0.005, memory: 6454, top1_acc: 0.5930, top5_acc: 0.8012, loss_cls: 1.7687, loss: 1.7687, grad_norm: 4.5336 2021-07-13 18:57:59,359 - mmaction - INFO - Epoch [208][60/1879] lr: 8.771e-03, eta: 22:14:29, time: 0.825, data_time: 0.006, memory: 6454, top1_acc: 0.5855, top5_acc: 0.7957, loss_cls: 1.7781, loss: 1.7781, grad_norm: 4.6377 2021-07-13 18:58:16,273 - mmaction - INFO - Epoch [208][80/1879] lr: 8.771e-03, eta: 22:14:11, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5984, top5_acc: 0.8020, loss_cls: 1.7170, loss: 1.7170, grad_norm: 4.5036 2021-07-13 18:58:33,202 - mmaction - INFO - Epoch [208][100/1879] lr: 8.771e-03, eta: 22:13:54, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5883, top5_acc: 0.7984, loss_cls: 1.7444, loss: 1.7444, grad_norm: 4.6176 2021-07-13 18:58:50,175 - mmaction - INFO - Epoch [208][120/1879] lr: 8.771e-03, eta: 22:13:36, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5781, top5_acc: 0.7867, loss_cls: 1.8197, loss: 1.8197, grad_norm: 4.7876 2021-07-13 18:59:07,022 - mmaction - INFO - Epoch [208][140/1879] lr: 8.771e-03, eta: 22:13:18, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5859, top5_acc: 0.7926, loss_cls: 1.7767, loss: 1.7767, grad_norm: 4.6456 2021-07-13 18:59:23,945 - mmaction - INFO - Epoch [208][160/1879] lr: 8.771e-03, eta: 22:13:00, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5918, top5_acc: 0.8078, loss_cls: 1.7293, loss: 1.7293, grad_norm: 4.6363 2021-07-13 18:59:40,948 - mmaction - INFO - Epoch [208][180/1879] lr: 8.771e-03, eta: 22:12:43, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5844, top5_acc: 0.7871, loss_cls: 1.7948, loss: 1.7948, grad_norm: 4.7322 2021-07-13 18:59:57,711 - mmaction - INFO - Epoch [208][200/1879] lr: 8.771e-03, eta: 22:12:25, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7789, loss_cls: 1.8469, loss: 1.8469, grad_norm: 4.7555 2021-07-13 19:00:14,598 - mmaction - INFO - Epoch [208][220/1879] lr: 8.771e-03, eta: 22:12:07, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5852, top5_acc: 0.7926, loss_cls: 1.7948, loss: 1.7948, grad_norm: 4.6698 2021-07-13 19:00:31,499 - mmaction - INFO - Epoch [208][240/1879] lr: 8.771e-03, eta: 22:11:49, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5816, top5_acc: 0.7957, loss_cls: 1.8030, loss: 1.8030, grad_norm: 4.7552 2021-07-13 19:00:48,547 - mmaction - INFO - Epoch [208][260/1879] lr: 8.771e-03, eta: 22:11:32, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5734, top5_acc: 0.7863, loss_cls: 1.8247, loss: 1.8247, grad_norm: 4.6126 2021-07-13 19:01:05,482 - mmaction - INFO - Epoch [208][280/1879] lr: 8.771e-03, eta: 22:11:14, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5965, top5_acc: 0.7980, loss_cls: 1.7615, loss: 1.7615, grad_norm: 4.5877 2021-07-13 19:01:22,373 - mmaction - INFO - Epoch [208][300/1879] lr: 8.771e-03, eta: 22:10:56, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5926, top5_acc: 0.7965, loss_cls: 1.7730, loss: 1.7730, grad_norm: 4.6503 2021-07-13 19:01:39,623 - mmaction - INFO - Epoch [208][320/1879] lr: 8.771e-03, eta: 22:10:39, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.5844, top5_acc: 0.7984, loss_cls: 1.8075, loss: 1.8075, grad_norm: 4.6706 2021-07-13 19:01:56,631 - mmaction - INFO - Epoch [208][340/1879] lr: 8.771e-03, eta: 22:10:21, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5926, top5_acc: 0.7855, loss_cls: 1.8045, loss: 1.8045, grad_norm: 4.5817 2021-07-13 19:02:13,507 - mmaction - INFO - Epoch [208][360/1879] lr: 8.771e-03, eta: 22:10:03, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5855, top5_acc: 0.7906, loss_cls: 1.8070, loss: 1.8070, grad_norm: 4.5407 2021-07-13 19:02:30,414 - mmaction - INFO - Epoch [208][380/1879] lr: 8.771e-03, eta: 22:09:45, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5941, top5_acc: 0.7992, loss_cls: 1.7487, loss: 1.7487, grad_norm: 4.5613 2021-07-13 19:02:47,063 - mmaction - INFO - Epoch [208][400/1879] lr: 8.771e-03, eta: 22:09:28, time: 0.836, data_time: 0.006, memory: 6454, top1_acc: 0.5969, top5_acc: 0.8023, loss_cls: 1.7389, loss: 1.7389, grad_norm: 4.6847 2021-07-13 19:03:03,992 - mmaction - INFO - Epoch [208][420/1879] lr: 8.771e-03, eta: 22:09:10, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5875, top5_acc: 0.7898, loss_cls: 1.8192, loss: 1.8192, grad_norm: 4.6886 2021-07-13 19:03:20,733 - mmaction - INFO - Epoch [208][440/1879] lr: 8.771e-03, eta: 22:08:52, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.5676, top5_acc: 0.7848, loss_cls: 1.8512, loss: 1.8512, grad_norm: 4.7437 2021-07-13 19:03:37,637 - mmaction - INFO - Epoch [208][460/1879] lr: 8.771e-03, eta: 22:08:34, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5883, top5_acc: 0.7957, loss_cls: 1.7379, loss: 1.7379, grad_norm: 4.5510 2021-07-13 19:03:54,756 - mmaction - INFO - Epoch [208][480/1879] lr: 8.771e-03, eta: 22:08:17, time: 0.856, data_time: 0.001, memory: 6454, top1_acc: 0.5828, top5_acc: 0.7891, loss_cls: 1.8098, loss: 1.8098, grad_norm: 4.6521 2021-07-13 19:04:11,842 - mmaction - INFO - Epoch [208][500/1879] lr: 8.771e-03, eta: 22:07:59, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5855, top5_acc: 0.7887, loss_cls: 1.7916, loss: 1.7916, grad_norm: 4.6103 2021-07-13 19:04:28,771 - mmaction - INFO - Epoch [208][520/1879] lr: 8.771e-03, eta: 22:07:41, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5738, top5_acc: 0.7902, loss_cls: 1.8423, loss: 1.8423, grad_norm: 4.7568 2021-07-13 19:04:45,527 - mmaction - INFO - Epoch [208][540/1879] lr: 8.771e-03, eta: 22:07:23, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5871, top5_acc: 0.7984, loss_cls: 1.7686, loss: 1.7686, grad_norm: 4.7434 2021-07-13 19:05:02,563 - mmaction - INFO - Epoch [208][560/1879] lr: 8.771e-03, eta: 22:07:06, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5750, top5_acc: 0.7859, loss_cls: 1.8260, loss: 1.8260, grad_norm: 4.6775 2021-07-13 19:05:19,382 - mmaction - INFO - Epoch [208][580/1879] lr: 8.771e-03, eta: 22:06:48, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5781, top5_acc: 0.8031, loss_cls: 1.7533, loss: 1.7533, grad_norm: 4.6867 2021-07-13 19:05:36,285 - mmaction - INFO - Epoch [208][600/1879] lr: 8.771e-03, eta: 22:06:30, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5816, top5_acc: 0.7953, loss_cls: 1.7848, loss: 1.7848, grad_norm: 4.6937 2021-07-13 19:05:53,102 - mmaction - INFO - Epoch [208][620/1879] lr: 8.771e-03, eta: 22:06:12, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.5777, top5_acc: 0.8020, loss_cls: 1.7613, loss: 1.7613, grad_norm: 4.5583 2021-07-13 19:06:10,106 - mmaction - INFO - Epoch [208][640/1879] lr: 8.771e-03, eta: 22:05:55, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5836, top5_acc: 0.7992, loss_cls: 1.7804, loss: 1.7804, grad_norm: 4.6344 2021-07-13 19:06:27,078 - mmaction - INFO - Epoch [208][660/1879] lr: 8.771e-03, eta: 22:05:37, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5914, top5_acc: 0.7914, loss_cls: 1.7813, loss: 1.7813, grad_norm: 4.6873 2021-07-13 19:06:43,894 - mmaction - INFO - Epoch [208][680/1879] lr: 8.771e-03, eta: 22:05:19, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.6000, top5_acc: 0.8063, loss_cls: 1.7445, loss: 1.7445, grad_norm: 4.6810 2021-07-13 19:07:00,923 - mmaction - INFO - Epoch [208][700/1879] lr: 8.771e-03, eta: 22:05:02, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5902, top5_acc: 0.8008, loss_cls: 1.7504, loss: 1.7504, grad_norm: 4.7267 2021-07-13 19:07:17,715 - mmaction - INFO - Epoch [208][720/1879] lr: 8.771e-03, eta: 22:04:44, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5941, top5_acc: 0.8121, loss_cls: 1.7213, loss: 1.7213, grad_norm: 4.7996 2021-07-13 19:07:34,209 - mmaction - INFO - Epoch [208][740/1879] lr: 8.771e-03, eta: 22:04:26, time: 0.825, data_time: 0.004, memory: 6454, top1_acc: 0.5871, top5_acc: 0.7988, loss_cls: 1.7648, loss: 1.7648, grad_norm: 4.6056 2021-07-13 19:07:51,390 - mmaction - INFO - Epoch [208][760/1879] lr: 8.771e-03, eta: 22:04:08, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.5871, top5_acc: 0.7973, loss_cls: 1.7821, loss: 1.7821, grad_norm: 4.6905 2021-07-13 19:08:08,388 - mmaction - INFO - Epoch [208][780/1879] lr: 8.771e-03, eta: 22:03:51, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5734, top5_acc: 0.7980, loss_cls: 1.8122, loss: 1.8122, grad_norm: 4.7126 2021-07-13 19:08:25,395 - mmaction - INFO - Epoch [208][800/1879] lr: 8.771e-03, eta: 22:03:33, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5594, top5_acc: 0.7793, loss_cls: 1.8681, loss: 1.8681, grad_norm: 4.7752 2021-07-13 19:08:42,497 - mmaction - INFO - Epoch [208][820/1879] lr: 8.771e-03, eta: 22:03:15, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5762, top5_acc: 0.7863, loss_cls: 1.8372, loss: 1.8372, grad_norm: 4.6935 2021-07-13 19:08:59,255 - mmaction - INFO - Epoch [208][840/1879] lr: 8.771e-03, eta: 22:02:57, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.5785, top5_acc: 0.7973, loss_cls: 1.8334, loss: 1.8334, grad_norm: 4.7338 2021-07-13 19:09:16,283 - mmaction - INFO - Epoch [208][860/1879] lr: 8.771e-03, eta: 22:02:40, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5773, top5_acc: 0.7980, loss_cls: 1.7659, loss: 1.7659, grad_norm: 4.6363 2021-07-13 19:09:33,235 - mmaction - INFO - Epoch [208][880/1879] lr: 8.771e-03, eta: 22:02:22, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5859, top5_acc: 0.8004, loss_cls: 1.7632, loss: 1.7632, grad_norm: 4.7922 2021-07-13 19:09:50,098 - mmaction - INFO - Epoch [208][900/1879] lr: 8.771e-03, eta: 22:02:04, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5965, top5_acc: 0.7961, loss_cls: 1.7420, loss: 1.7420, grad_norm: 4.6468 2021-07-13 19:10:07,038 - mmaction - INFO - Epoch [208][920/1879] lr: 8.771e-03, eta: 22:01:47, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5863, top5_acc: 0.7988, loss_cls: 1.7644, loss: 1.7644, grad_norm: 4.6415 2021-07-13 19:10:23,868 - mmaction - INFO - Epoch [208][940/1879] lr: 8.771e-03, eta: 22:01:29, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5777, top5_acc: 0.7930, loss_cls: 1.7842, loss: 1.7842, grad_norm: 4.7037 2021-07-13 19:10:41,260 - mmaction - INFO - Epoch [208][960/1879] lr: 8.771e-03, eta: 22:01:11, time: 0.870, data_time: 0.002, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7809, loss_cls: 1.8381, loss: 1.8381, grad_norm: 4.7397 2021-07-13 19:10:58,956 - mmaction - INFO - Epoch [208][980/1879] lr: 8.771e-03, eta: 22:00:54, time: 0.883, data_time: 0.002, memory: 6454, top1_acc: 0.5906, top5_acc: 0.7902, loss_cls: 1.7707, loss: 1.7707, grad_norm: 4.6463 2021-07-13 19:11:16,544 - mmaction - INFO - Epoch [208][1000/1879] lr: 8.771e-03, eta: 22:00:37, time: 0.880, data_time: 0.005, memory: 6454, top1_acc: 0.5734, top5_acc: 0.7840, loss_cls: 1.8307, loss: 1.8307, grad_norm: 4.6460 2021-07-13 19:11:33,516 - mmaction - INFO - Epoch [208][1020/1879] lr: 8.771e-03, eta: 22:00:19, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5758, top5_acc: 0.7984, loss_cls: 1.8197, loss: 1.8197, grad_norm: 4.6925 2021-07-13 19:11:50,419 - mmaction - INFO - Epoch [208][1040/1879] lr: 8.771e-03, eta: 22:00:01, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5695, top5_acc: 0.7902, loss_cls: 1.8027, loss: 1.8027, grad_norm: 4.6209 2021-07-13 19:12:07,375 - mmaction - INFO - Epoch [208][1060/1879] lr: 8.771e-03, eta: 21:59:44, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5809, top5_acc: 0.7844, loss_cls: 1.8094, loss: 1.8094, grad_norm: 4.5644 2021-07-13 19:12:24,578 - mmaction - INFO - Epoch [208][1080/1879] lr: 8.771e-03, eta: 21:59:26, time: 0.861, data_time: 0.002, memory: 6454, top1_acc: 0.5840, top5_acc: 0.7902, loss_cls: 1.7906, loss: 1.7906, grad_norm: 4.6641 2021-07-13 19:12:41,719 - mmaction - INFO - Epoch [208][1100/1879] lr: 8.771e-03, eta: 21:59:09, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5824, top5_acc: 0.7961, loss_cls: 1.7999, loss: 1.7999, grad_norm: 4.7105 2021-07-13 19:12:58,704 - mmaction - INFO - Epoch [208][1120/1879] lr: 8.771e-03, eta: 21:58:51, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5754, top5_acc: 0.7879, loss_cls: 1.8149, loss: 1.8149, grad_norm: 4.7644 2021-07-13 19:13:15,621 - mmaction - INFO - Epoch [208][1140/1879] lr: 8.771e-03, eta: 21:58:33, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5973, top5_acc: 0.7996, loss_cls: 1.7478, loss: 1.7478, grad_norm: 4.6783 2021-07-13 19:13:32,417 - mmaction - INFO - Epoch [208][1160/1879] lr: 8.771e-03, eta: 21:58:15, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.5820, top5_acc: 0.7922, loss_cls: 1.7906, loss: 1.7906, grad_norm: 4.6460 2021-07-13 19:13:49,279 - mmaction - INFO - Epoch [208][1180/1879] lr: 8.771e-03, eta: 21:57:58, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5840, top5_acc: 0.8004, loss_cls: 1.7477, loss: 1.7477, grad_norm: 4.6966 2021-07-13 19:14:06,260 - mmaction - INFO - Epoch [208][1200/1879] lr: 8.771e-03, eta: 21:57:40, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5793, top5_acc: 0.7895, loss_cls: 1.8264, loss: 1.8264, grad_norm: 4.7531 2021-07-13 19:14:23,196 - mmaction - INFO - Epoch [208][1220/1879] lr: 8.771e-03, eta: 21:57:22, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5871, top5_acc: 0.7957, loss_cls: 1.7718, loss: 1.7718, grad_norm: 4.5383 2021-07-13 19:14:39,915 - mmaction - INFO - Epoch [208][1240/1879] lr: 8.771e-03, eta: 21:57:04, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5770, top5_acc: 0.7980, loss_cls: 1.7923, loss: 1.7923, grad_norm: 4.6083 2021-07-13 19:14:56,706 - mmaction - INFO - Epoch [208][1260/1879] lr: 8.771e-03, eta: 21:56:47, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.5754, top5_acc: 0.7832, loss_cls: 1.8186, loss: 1.8186, grad_norm: 4.7198 2021-07-13 19:15:13,409 - mmaction - INFO - Epoch [208][1280/1879] lr: 8.771e-03, eta: 21:56:29, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.5855, top5_acc: 0.7977, loss_cls: 1.7791, loss: 1.7791, grad_norm: 4.6471 2021-07-13 19:15:30,190 - mmaction - INFO - Epoch [208][1300/1879] lr: 8.771e-03, eta: 21:56:11, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5875, top5_acc: 0.7961, loss_cls: 1.7965, loss: 1.7965, grad_norm: 4.6785 2021-07-13 19:15:47,122 - mmaction - INFO - Epoch [208][1320/1879] lr: 8.771e-03, eta: 21:55:53, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6027, top5_acc: 0.8008, loss_cls: 1.7488, loss: 1.7488, grad_norm: 4.5949 2021-07-13 19:16:04,078 - mmaction - INFO - Epoch [208][1340/1879] lr: 8.771e-03, eta: 21:55:36, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5859, top5_acc: 0.7930, loss_cls: 1.7906, loss: 1.7906, grad_norm: 4.7203 2021-07-13 19:16:21,003 - mmaction - INFO - Epoch [208][1360/1879] lr: 8.771e-03, eta: 21:55:18, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5898, top5_acc: 0.7980, loss_cls: 1.7777, loss: 1.7777, grad_norm: 4.5581 2021-07-13 19:16:38,282 - mmaction - INFO - Epoch [208][1380/1879] lr: 8.771e-03, eta: 21:55:00, time: 0.861, data_time: 0.007, memory: 6454, top1_acc: 0.5953, top5_acc: 0.8035, loss_cls: 1.7507, loss: 1.7507, grad_norm: 4.6967 2021-07-13 19:16:55,400 - mmaction - INFO - Epoch [208][1400/1879] lr: 8.771e-03, eta: 21:54:43, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5742, top5_acc: 0.7660, loss_cls: 1.8661, loss: 1.8661, grad_norm: 4.7227 2021-07-13 19:17:12,091 - mmaction - INFO - Epoch [208][1420/1879] lr: 8.771e-03, eta: 21:54:25, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.5824, top5_acc: 0.7969, loss_cls: 1.7825, loss: 1.7825, grad_norm: 4.6319 2021-07-13 19:17:29,066 - mmaction - INFO - Epoch [208][1440/1879] lr: 8.771e-03, eta: 21:54:07, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5887, top5_acc: 0.8059, loss_cls: 1.7346, loss: 1.7346, grad_norm: 4.6806 2021-07-13 19:17:45,831 - mmaction - INFO - Epoch [208][1460/1879] lr: 8.771e-03, eta: 21:53:49, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.5695, top5_acc: 0.7918, loss_cls: 1.8126, loss: 1.8126, grad_norm: 4.8097 2021-07-13 19:18:02,905 - mmaction - INFO - Epoch [208][1480/1879] lr: 8.771e-03, eta: 21:53:32, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5867, top5_acc: 0.7984, loss_cls: 1.7908, loss: 1.7908, grad_norm: 4.7382 2021-07-13 19:18:19,851 - mmaction - INFO - Epoch [208][1500/1879] lr: 8.771e-03, eta: 21:53:14, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5828, top5_acc: 0.7977, loss_cls: 1.8243, loss: 1.8243, grad_norm: 4.7722 2021-07-13 19:18:36,934 - mmaction - INFO - Epoch [208][1520/1879] lr: 8.771e-03, eta: 21:52:56, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5633, top5_acc: 0.7937, loss_cls: 1.8154, loss: 1.8154, grad_norm: 4.7895 2021-07-13 19:18:53,638 - mmaction - INFO - Epoch [208][1540/1879] lr: 8.771e-03, eta: 21:52:39, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.5918, top5_acc: 0.8020, loss_cls: 1.7891, loss: 1.7891, grad_norm: 4.7380 2021-07-13 19:19:10,804 - mmaction - INFO - Epoch [208][1560/1879] lr: 8.771e-03, eta: 21:52:21, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.5758, top5_acc: 0.7918, loss_cls: 1.8052, loss: 1.8052, grad_norm: 4.7148 2021-07-13 19:19:27,812 - mmaction - INFO - Epoch [208][1580/1879] lr: 8.771e-03, eta: 21:52:03, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5656, top5_acc: 0.7793, loss_cls: 1.8945, loss: 1.8945, grad_norm: 4.8094 2021-07-13 19:19:44,806 - mmaction - INFO - Epoch [208][1600/1879] lr: 8.771e-03, eta: 21:51:46, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5918, top5_acc: 0.8000, loss_cls: 1.7653, loss: 1.7653, grad_norm: 4.6646 2021-07-13 19:20:01,402 - mmaction - INFO - Epoch [208][1620/1879] lr: 8.771e-03, eta: 21:51:28, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.5832, top5_acc: 0.7848, loss_cls: 1.7759, loss: 1.7759, grad_norm: 4.6521 2021-07-13 19:20:18,435 - mmaction - INFO - Epoch [208][1640/1879] lr: 8.771e-03, eta: 21:51:10, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5680, top5_acc: 0.7883, loss_cls: 1.8457, loss: 1.8457, grad_norm: 4.7665 2021-07-13 19:20:35,409 - mmaction - INFO - Epoch [208][1660/1879] lr: 8.771e-03, eta: 21:50:52, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5938, top5_acc: 0.8031, loss_cls: 1.7319, loss: 1.7319, grad_norm: 4.5428 2021-07-13 19:20:52,298 - mmaction - INFO - Epoch [208][1680/1879] lr: 8.771e-03, eta: 21:50:35, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5684, top5_acc: 0.7859, loss_cls: 1.8525, loss: 1.8525, grad_norm: 4.7219 2021-07-13 19:21:09,308 - mmaction - INFO - Epoch [208][1700/1879] lr: 8.771e-03, eta: 21:50:17, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5855, top5_acc: 0.7984, loss_cls: 1.7621, loss: 1.7621, grad_norm: 4.6831 2021-07-13 19:21:26,195 - mmaction - INFO - Epoch [208][1720/1879] lr: 8.771e-03, eta: 21:49:59, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5738, top5_acc: 0.7941, loss_cls: 1.8189, loss: 1.8189, grad_norm: 4.6870 2021-07-13 19:21:43,051 - mmaction - INFO - Epoch [208][1740/1879] lr: 8.771e-03, eta: 21:49:42, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5629, top5_acc: 0.7793, loss_cls: 1.8578, loss: 1.8578, grad_norm: 4.8040 2021-07-13 19:22:00,246 - mmaction - INFO - Epoch [208][1760/1879] lr: 8.771e-03, eta: 21:49:24, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.5762, top5_acc: 0.7937, loss_cls: 1.7985, loss: 1.7985, grad_norm: 4.7476 2021-07-13 19:22:17,156 - mmaction - INFO - Epoch [208][1780/1879] lr: 8.771e-03, eta: 21:49:06, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5793, top5_acc: 0.7949, loss_cls: 1.8036, loss: 1.8036, grad_norm: 4.7115 2021-07-13 19:22:33,907 - mmaction - INFO - Epoch [208][1800/1879] lr: 8.771e-03, eta: 21:48:48, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5734, top5_acc: 0.7961, loss_cls: 1.8045, loss: 1.8045, grad_norm: 4.7206 2021-07-13 19:22:50,783 - mmaction - INFO - Epoch [208][1820/1879] lr: 8.771e-03, eta: 21:48:31, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5961, top5_acc: 0.7930, loss_cls: 1.7530, loss: 1.7530, grad_norm: 4.6833 2021-07-13 19:23:07,665 - mmaction - INFO - Epoch [208][1840/1879] lr: 8.771e-03, eta: 21:48:13, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5965, top5_acc: 0.8066, loss_cls: 1.7300, loss: 1.7300, grad_norm: 4.6022 2021-07-13 19:23:24,682 - mmaction - INFO - Epoch [208][1860/1879] lr: 8.771e-03, eta: 21:47:55, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.5746, top5_acc: 0.7945, loss_cls: 1.7656, loss: 1.7656, grad_norm: 4.7170 2021-07-13 19:23:48,710 - mmaction - INFO - Saving checkpoint at 208 epochs 2021-07-13 19:25:17,234 - mmaction - INFO - Epoch [209][20/1879] lr: 8.427e-03, eta: 21:47:57, time: 4.373, data_time: 3.342, memory: 6454, top1_acc: 0.5961, top5_acc: 0.7980, loss_cls: 1.7840, loss: 1.7840, grad_norm: 4.7119 2021-07-13 19:25:33,793 - mmaction - INFO - Epoch [209][40/1879] lr: 8.427e-03, eta: 21:47:39, time: 0.826, data_time: 0.006, memory: 6454, top1_acc: 0.5816, top5_acc: 0.7980, loss_cls: 1.7794, loss: 1.7794, grad_norm: 4.7020 2021-07-13 19:25:50,343 - mmaction - INFO - Epoch [209][60/1879] lr: 8.427e-03, eta: 21:47:21, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.5984, top5_acc: 0.8082, loss_cls: 1.6775, loss: 1.6775, grad_norm: 4.6511 2021-07-13 19:26:07,338 - mmaction - INFO - Epoch [209][80/1879] lr: 8.427e-03, eta: 21:47:03, time: 0.850, data_time: 0.007, memory: 6454, top1_acc: 0.5988, top5_acc: 0.7992, loss_cls: 1.7560, loss: 1.7560, grad_norm: 4.6555 2021-07-13 19:26:23,973 - mmaction - INFO - Epoch [209][100/1879] lr: 8.427e-03, eta: 21:46:45, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.5977, top5_acc: 0.8082, loss_cls: 1.7178, loss: 1.7178, grad_norm: 4.6822 2021-07-13 19:26:40,808 - mmaction - INFO - Epoch [209][120/1879] lr: 8.427e-03, eta: 21:46:28, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.5879, top5_acc: 0.7934, loss_cls: 1.7640, loss: 1.7640, grad_norm: 4.7268 2021-07-13 19:26:57,630 - mmaction - INFO - Epoch [209][140/1879] lr: 8.427e-03, eta: 21:46:10, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5840, top5_acc: 0.7887, loss_cls: 1.7690, loss: 1.7690, grad_norm: 4.6962 2021-07-13 19:27:14,771 - mmaction - INFO - Epoch [209][160/1879] lr: 8.427e-03, eta: 21:45:52, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.5816, top5_acc: 0.7922, loss_cls: 1.8173, loss: 1.8173, grad_norm: 4.8082 2021-07-13 19:27:31,719 - mmaction - INFO - Epoch [209][180/1879] lr: 8.427e-03, eta: 21:45:35, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5855, top5_acc: 0.7887, loss_cls: 1.7968, loss: 1.7968, grad_norm: 4.7427 2021-07-13 19:27:48,686 - mmaction - INFO - Epoch [209][200/1879] lr: 8.427e-03, eta: 21:45:17, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5844, top5_acc: 0.7824, loss_cls: 1.8210, loss: 1.8210, grad_norm: 4.8061 2021-07-13 19:28:05,659 - mmaction - INFO - Epoch [209][220/1879] lr: 8.427e-03, eta: 21:44:59, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5918, top5_acc: 0.8035, loss_cls: 1.7553, loss: 1.7553, grad_norm: 4.6759 2021-07-13 19:28:22,636 - mmaction - INFO - Epoch [209][240/1879] lr: 8.427e-03, eta: 21:44:42, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5902, top5_acc: 0.7887, loss_cls: 1.7435, loss: 1.7435, grad_norm: 4.5946 2021-07-13 19:28:39,830 - mmaction - INFO - Epoch [209][260/1879] lr: 8.427e-03, eta: 21:44:24, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.5773, top5_acc: 0.7801, loss_cls: 1.8365, loss: 1.8365, grad_norm: 4.8515 2021-07-13 19:28:56,795 - mmaction - INFO - Epoch [209][280/1879] lr: 8.427e-03, eta: 21:44:06, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5789, top5_acc: 0.8000, loss_cls: 1.7741, loss: 1.7741, grad_norm: 4.6821 2021-07-13 19:29:13,518 - mmaction - INFO - Epoch [209][300/1879] lr: 8.427e-03, eta: 21:43:48, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.5734, top5_acc: 0.7969, loss_cls: 1.8151, loss: 1.8151, grad_norm: 4.7150 2021-07-13 19:29:30,644 - mmaction - INFO - Epoch [209][320/1879] lr: 8.427e-03, eta: 21:43:31, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5777, top5_acc: 0.7902, loss_cls: 1.8189, loss: 1.8189, grad_norm: 4.6749 2021-07-13 19:29:47,666 - mmaction - INFO - Epoch [209][340/1879] lr: 8.427e-03, eta: 21:43:13, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5848, top5_acc: 0.7898, loss_cls: 1.8254, loss: 1.8254, grad_norm: 4.7599 2021-07-13 19:30:04,750 - mmaction - INFO - Epoch [209][360/1879] lr: 8.427e-03, eta: 21:42:56, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.5852, top5_acc: 0.7930, loss_cls: 1.7708, loss: 1.7708, grad_norm: 4.6731 2021-07-13 19:30:21,471 - mmaction - INFO - Epoch [209][380/1879] lr: 8.427e-03, eta: 21:42:38, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7473, loss: 1.7473, grad_norm: 4.5950 2021-07-13 19:30:38,668 - mmaction - INFO - Epoch [209][400/1879] lr: 8.427e-03, eta: 21:42:20, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5852, top5_acc: 0.7930, loss_cls: 1.7660, loss: 1.7660, grad_norm: 4.6817 2021-07-13 19:30:55,499 - mmaction - INFO - Epoch [209][420/1879] lr: 8.427e-03, eta: 21:42:02, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5863, top5_acc: 0.7961, loss_cls: 1.7335, loss: 1.7335, grad_norm: 4.7352 2021-07-13 19:31:12,179 - mmaction - INFO - Epoch [209][440/1879] lr: 8.427e-03, eta: 21:41:44, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.5625, top5_acc: 0.7863, loss_cls: 1.8647, loss: 1.8647, grad_norm: 4.8976 2021-07-13 19:31:29,191 - mmaction - INFO - Epoch [209][460/1879] lr: 8.427e-03, eta: 21:41:27, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.5910, top5_acc: 0.7945, loss_cls: 1.7503, loss: 1.7503, grad_norm: 4.7148 2021-07-13 19:31:46,196 - mmaction - INFO - Epoch [209][480/1879] lr: 8.427e-03, eta: 21:41:09, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5859, top5_acc: 0.7996, loss_cls: 1.7510, loss: 1.7510, grad_norm: 4.7029 2021-07-13 19:32:02,918 - mmaction - INFO - Epoch [209][500/1879] lr: 8.427e-03, eta: 21:40:51, time: 0.838, data_time: 0.007, memory: 6454, top1_acc: 0.5938, top5_acc: 0.8027, loss_cls: 1.7535, loss: 1.7535, grad_norm: 4.6931 2021-07-13 19:32:19,768 - mmaction - INFO - Epoch [209][520/1879] lr: 8.427e-03, eta: 21:40:34, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5773, top5_acc: 0.7812, loss_cls: 1.8236, loss: 1.8236, grad_norm: 4.6665 2021-07-13 19:32:36,803 - mmaction - INFO - Epoch [209][540/1879] lr: 8.427e-03, eta: 21:40:16, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5891, top5_acc: 0.8047, loss_cls: 1.7180, loss: 1.7180, grad_norm: 4.7306 2021-07-13 19:32:53,674 - mmaction - INFO - Epoch [209][560/1879] lr: 8.427e-03, eta: 21:39:58, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5906, top5_acc: 0.7980, loss_cls: 1.7440, loss: 1.7440, grad_norm: 4.5791 2021-07-13 19:33:10,889 - mmaction - INFO - Epoch [209][580/1879] lr: 8.427e-03, eta: 21:39:41, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.5809, top5_acc: 0.7875, loss_cls: 1.8143, loss: 1.8143, grad_norm: 4.7353 2021-07-13 19:33:27,296 - mmaction - INFO - Epoch [209][600/1879] lr: 8.427e-03, eta: 21:39:23, time: 0.820, data_time: 0.002, memory: 6454, top1_acc: 0.5895, top5_acc: 0.8008, loss_cls: 1.7848, loss: 1.7848, grad_norm: 4.7459 2021-07-13 19:33:44,289 - mmaction - INFO - Epoch [209][620/1879] lr: 8.427e-03, eta: 21:39:05, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5801, top5_acc: 0.8012, loss_cls: 1.7755, loss: 1.7755, grad_norm: 4.6747 2021-07-13 19:34:01,355 - mmaction - INFO - Epoch [209][640/1879] lr: 8.427e-03, eta: 21:38:47, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.5863, top5_acc: 0.7867, loss_cls: 1.7939, loss: 1.7939, grad_norm: 4.6925 2021-07-13 19:34:18,380 - mmaction - INFO - Epoch [209][660/1879] lr: 8.427e-03, eta: 21:38:30, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5898, top5_acc: 0.8012, loss_cls: 1.7643, loss: 1.7643, grad_norm: 4.6741 2021-07-13 19:34:35,333 - mmaction - INFO - Epoch [209][680/1879] lr: 8.427e-03, eta: 21:38:12, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5781, top5_acc: 0.7855, loss_cls: 1.8366, loss: 1.8366, grad_norm: 4.7565 2021-07-13 19:34:52,110 - mmaction - INFO - Epoch [209][700/1879] lr: 8.427e-03, eta: 21:37:54, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7887, loss_cls: 1.7994, loss: 1.7994, grad_norm: 4.7719 2021-07-13 19:35:09,136 - mmaction - INFO - Epoch [209][720/1879] lr: 8.427e-03, eta: 21:37:36, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5891, top5_acc: 0.7961, loss_cls: 1.7640, loss: 1.7640, grad_norm: 4.6682 2021-07-13 19:35:25,690 - mmaction - INFO - Epoch [209][740/1879] lr: 8.427e-03, eta: 21:37:18, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.5938, top5_acc: 0.8063, loss_cls: 1.7080, loss: 1.7080, grad_norm: 4.6261 2021-07-13 19:35:42,754 - mmaction - INFO - Epoch [209][760/1879] lr: 8.427e-03, eta: 21:37:01, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.5887, top5_acc: 0.7855, loss_cls: 1.8086, loss: 1.8086, grad_norm: 4.6944 2021-07-13 19:35:59,407 - mmaction - INFO - Epoch [209][780/1879] lr: 8.427e-03, eta: 21:36:43, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.5844, top5_acc: 0.7941, loss_cls: 1.7631, loss: 1.7631, grad_norm: 4.6190 2021-07-13 19:36:15,905 - mmaction - INFO - Epoch [209][800/1879] lr: 8.427e-03, eta: 21:36:25, time: 0.822, data_time: 0.001, memory: 6454, top1_acc: 0.5738, top5_acc: 0.7926, loss_cls: 1.8298, loss: 1.8298, grad_norm: 4.8623 2021-07-13 19:36:33,073 - mmaction - INFO - Epoch [209][820/1879] lr: 8.427e-03, eta: 21:36:07, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.5551, top5_acc: 0.7703, loss_cls: 1.8825, loss: 1.8825, grad_norm: 4.7186 2021-07-13 19:36:49,851 - mmaction - INFO - Epoch [209][840/1879] lr: 8.427e-03, eta: 21:35:50, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5980, top5_acc: 0.8113, loss_cls: 1.7067, loss: 1.7067, grad_norm: 4.5737 2021-07-13 19:37:06,844 - mmaction - INFO - Epoch [209][860/1879] lr: 8.427e-03, eta: 21:35:32, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5805, top5_acc: 0.7883, loss_cls: 1.8057, loss: 1.8057, grad_norm: 4.6365 2021-07-13 19:37:23,398 - mmaction - INFO - Epoch [209][880/1879] lr: 8.427e-03, eta: 21:35:14, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.5867, top5_acc: 0.8004, loss_cls: 1.7714, loss: 1.7714, grad_norm: 4.7710 2021-07-13 19:37:40,437 - mmaction - INFO - Epoch [209][900/1879] lr: 8.427e-03, eta: 21:34:56, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5871, top5_acc: 0.7844, loss_cls: 1.7744, loss: 1.7744, grad_norm: 4.7540 2021-07-13 19:37:57,481 - mmaction - INFO - Epoch [209][920/1879] lr: 8.427e-03, eta: 21:34:39, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5770, top5_acc: 0.7930, loss_cls: 1.7550, loss: 1.7550, grad_norm: 4.7207 2021-07-13 19:38:14,295 - mmaction - INFO - Epoch [209][940/1879] lr: 8.427e-03, eta: 21:34:21, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.5824, top5_acc: 0.7934, loss_cls: 1.8092, loss: 1.8092, grad_norm: 4.7714 2021-07-13 19:38:31,319 - mmaction - INFO - Epoch [209][960/1879] lr: 8.427e-03, eta: 21:34:03, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5859, top5_acc: 0.7934, loss_cls: 1.7835, loss: 1.7835, grad_norm: 4.7369 2021-07-13 19:38:48,479 - mmaction - INFO - Epoch [209][980/1879] lr: 8.427e-03, eta: 21:33:46, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5836, top5_acc: 0.7895, loss_cls: 1.7873, loss: 1.7873, grad_norm: 4.6914 2021-07-13 19:39:05,272 - mmaction - INFO - Epoch [209][1000/1879] lr: 8.427e-03, eta: 21:33:28, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.5852, top5_acc: 0.7805, loss_cls: 1.8123, loss: 1.8123, grad_norm: 4.6086 2021-07-13 19:39:22,158 - mmaction - INFO - Epoch [209][1020/1879] lr: 8.427e-03, eta: 21:33:10, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5945, top5_acc: 0.8004, loss_cls: 1.7678, loss: 1.7678, grad_norm: 4.6307 2021-07-13 19:39:39,229 - mmaction - INFO - Epoch [209][1040/1879] lr: 8.427e-03, eta: 21:32:52, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5949, top5_acc: 0.8031, loss_cls: 1.7197, loss: 1.7197, grad_norm: 4.6396 2021-07-13 19:39:56,263 - mmaction - INFO - Epoch [209][1060/1879] lr: 8.427e-03, eta: 21:32:35, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5820, top5_acc: 0.7922, loss_cls: 1.7807, loss: 1.7807, grad_norm: 4.7094 2021-07-13 19:40:13,365 - mmaction - INFO - Epoch [209][1080/1879] lr: 8.427e-03, eta: 21:32:17, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5922, top5_acc: 0.7980, loss_cls: 1.7766, loss: 1.7766, grad_norm: 4.7578 2021-07-13 19:40:30,222 - mmaction - INFO - Epoch [209][1100/1879] lr: 8.427e-03, eta: 21:31:59, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7875, loss_cls: 1.8048, loss: 1.8048, grad_norm: 4.7518 2021-07-13 19:40:47,203 - mmaction - INFO - Epoch [209][1120/1879] lr: 8.427e-03, eta: 21:31:42, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5945, top5_acc: 0.8031, loss_cls: 1.7494, loss: 1.7494, grad_norm: 4.8629 2021-07-13 19:41:04,303 - mmaction - INFO - Epoch [209][1140/1879] lr: 8.427e-03, eta: 21:31:24, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6012, top5_acc: 0.8082, loss_cls: 1.6979, loss: 1.6979, grad_norm: 4.6944 2021-07-13 19:41:21,409 - mmaction - INFO - Epoch [209][1160/1879] lr: 8.427e-03, eta: 21:31:07, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5926, top5_acc: 0.7977, loss_cls: 1.8067, loss: 1.8067, grad_norm: 4.7827 2021-07-13 19:41:38,243 - mmaction - INFO - Epoch [209][1180/1879] lr: 8.427e-03, eta: 21:30:49, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.5828, top5_acc: 0.7934, loss_cls: 1.7965, loss: 1.7965, grad_norm: 4.7427 2021-07-13 19:41:55,156 - mmaction - INFO - Epoch [209][1200/1879] lr: 8.427e-03, eta: 21:30:31, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5984, top5_acc: 0.7969, loss_cls: 1.7532, loss: 1.7532, grad_norm: 4.7744 2021-07-13 19:42:11,779 - mmaction - INFO - Epoch [209][1220/1879] lr: 8.427e-03, eta: 21:30:13, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.5707, top5_acc: 0.7961, loss_cls: 1.7744, loss: 1.7744, grad_norm: 4.7464 2021-07-13 19:42:28,830 - mmaction - INFO - Epoch [209][1240/1879] lr: 8.427e-03, eta: 21:29:56, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5828, top5_acc: 0.7953, loss_cls: 1.8100, loss: 1.8100, grad_norm: 4.8131 2021-07-13 19:42:46,029 - mmaction - INFO - Epoch [209][1260/1879] lr: 8.427e-03, eta: 21:29:38, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.5926, top5_acc: 0.8063, loss_cls: 1.7610, loss: 1.7610, grad_norm: 4.6862 2021-07-13 19:43:03,032 - mmaction - INFO - Epoch [209][1280/1879] lr: 8.427e-03, eta: 21:29:20, time: 0.855, data_time: 0.008, memory: 6454, top1_acc: 0.5910, top5_acc: 0.7937, loss_cls: 1.7662, loss: 1.7662, grad_norm: 4.7314 2021-07-13 19:43:20,387 - mmaction - INFO - Epoch [209][1300/1879] lr: 8.427e-03, eta: 21:29:03, time: 0.866, data_time: 0.001, memory: 6454, top1_acc: 0.5734, top5_acc: 0.7812, loss_cls: 1.8265, loss: 1.8265, grad_norm: 4.9033 2021-07-13 19:43:37,214 - mmaction - INFO - Epoch [209][1320/1879] lr: 8.427e-03, eta: 21:28:45, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6012, top5_acc: 0.7965, loss_cls: 1.7382, loss: 1.7382, grad_norm: 4.7438 2021-07-13 19:43:54,336 - mmaction - INFO - Epoch [209][1340/1879] lr: 8.427e-03, eta: 21:28:28, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5852, top5_acc: 0.8004, loss_cls: 1.7351, loss: 1.7351, grad_norm: 4.7854 2021-07-13 19:44:11,405 - mmaction - INFO - Epoch [209][1360/1879] lr: 8.427e-03, eta: 21:28:10, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5859, top5_acc: 0.7934, loss_cls: 1.8084, loss: 1.8084, grad_norm: 4.8036 2021-07-13 19:44:28,259 - mmaction - INFO - Epoch [209][1380/1879] lr: 8.427e-03, eta: 21:27:52, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5961, top5_acc: 0.8070, loss_cls: 1.7244, loss: 1.7244, grad_norm: 4.7092 2021-07-13 19:44:45,220 - mmaction - INFO - Epoch [209][1400/1879] lr: 8.427e-03, eta: 21:27:35, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5613, top5_acc: 0.7879, loss_cls: 1.8454, loss: 1.8454, grad_norm: 4.9524 2021-07-13 19:45:02,173 - mmaction - INFO - Epoch [209][1420/1879] lr: 8.427e-03, eta: 21:27:17, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5754, top5_acc: 0.7789, loss_cls: 1.8472, loss: 1.8472, grad_norm: 4.8405 2021-07-13 19:45:19,010 - mmaction - INFO - Epoch [209][1440/1879] lr: 8.427e-03, eta: 21:26:59, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5934, top5_acc: 0.7832, loss_cls: 1.7908, loss: 1.7908, grad_norm: 4.6438 2021-07-13 19:45:36,135 - mmaction - INFO - Epoch [209][1460/1879] lr: 8.427e-03, eta: 21:26:41, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5762, top5_acc: 0.7875, loss_cls: 1.8324, loss: 1.8324, grad_norm: 4.7661 2021-07-13 19:45:52,905 - mmaction - INFO - Epoch [209][1480/1879] lr: 8.427e-03, eta: 21:26:24, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5687, top5_acc: 0.7863, loss_cls: 1.8501, loss: 1.8501, grad_norm: 4.7006 2021-07-13 19:46:10,072 - mmaction - INFO - Epoch [209][1500/1879] lr: 8.427e-03, eta: 21:26:06, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5852, top5_acc: 0.8004, loss_cls: 1.7720, loss: 1.7720, grad_norm: 4.6932 2021-07-13 19:46:27,096 - mmaction - INFO - Epoch [209][1520/1879] lr: 8.427e-03, eta: 21:25:48, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5711, top5_acc: 0.7984, loss_cls: 1.7936, loss: 1.7936, grad_norm: 4.8228 2021-07-13 19:46:44,177 - mmaction - INFO - Epoch [209][1540/1879] lr: 8.427e-03, eta: 21:25:31, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5762, top5_acc: 0.7922, loss_cls: 1.8198, loss: 1.8198, grad_norm: 4.8170 2021-07-13 19:47:01,260 - mmaction - INFO - Epoch [209][1560/1879] lr: 8.427e-03, eta: 21:25:13, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6023, top5_acc: 0.7992, loss_cls: 1.7052, loss: 1.7052, grad_norm: 4.6981 2021-07-13 19:47:18,218 - mmaction - INFO - Epoch [209][1580/1879] lr: 8.427e-03, eta: 21:24:56, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5906, top5_acc: 0.7984, loss_cls: 1.7523, loss: 1.7523, grad_norm: 4.6884 2021-07-13 19:47:35,145 - mmaction - INFO - Epoch [209][1600/1879] lr: 8.427e-03, eta: 21:24:38, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5848, top5_acc: 0.7922, loss_cls: 1.7960, loss: 1.7960, grad_norm: 4.7168 2021-07-13 19:47:51,996 - mmaction - INFO - Epoch [209][1620/1879] lr: 8.427e-03, eta: 21:24:20, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5719, top5_acc: 0.7875, loss_cls: 1.8036, loss: 1.8036, grad_norm: 4.7993 2021-07-13 19:48:09,024 - mmaction - INFO - Epoch [209][1640/1879] lr: 8.427e-03, eta: 21:24:02, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.6027, top5_acc: 0.8098, loss_cls: 1.6992, loss: 1.6992, grad_norm: 4.7529 2021-07-13 19:48:26,015 - mmaction - INFO - Epoch [209][1660/1879] lr: 8.427e-03, eta: 21:23:45, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5832, top5_acc: 0.8008, loss_cls: 1.7671, loss: 1.7671, grad_norm: 4.8082 2021-07-13 19:48:43,207 - mmaction - INFO - Epoch [209][1680/1879] lr: 8.427e-03, eta: 21:23:27, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.5773, top5_acc: 0.7836, loss_cls: 1.8261, loss: 1.8261, grad_norm: 4.8614 2021-07-13 19:49:00,061 - mmaction - INFO - Epoch [209][1700/1879] lr: 8.427e-03, eta: 21:23:10, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5793, top5_acc: 0.7883, loss_cls: 1.7961, loss: 1.7961, grad_norm: 4.8198 2021-07-13 19:49:16,957 - mmaction - INFO - Epoch [209][1720/1879] lr: 8.427e-03, eta: 21:22:52, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5832, top5_acc: 0.7832, loss_cls: 1.7984, loss: 1.7984, grad_norm: 4.6039 2021-07-13 19:49:34,008 - mmaction - INFO - Epoch [209][1740/1879] lr: 8.427e-03, eta: 21:22:34, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5875, top5_acc: 0.7902, loss_cls: 1.8091, loss: 1.8091, grad_norm: 4.6584 2021-07-13 19:49:50,901 - mmaction - INFO - Epoch [209][1760/1879] lr: 8.427e-03, eta: 21:22:16, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5762, top5_acc: 0.7758, loss_cls: 1.8452, loss: 1.8452, grad_norm: 4.8117 2021-07-13 19:50:07,535 - mmaction - INFO - Epoch [209][1780/1879] lr: 8.427e-03, eta: 21:21:59, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.5820, top5_acc: 0.7828, loss_cls: 1.7708, loss: 1.7708, grad_norm: 4.7509 2021-07-13 19:50:24,172 - mmaction - INFO - Epoch [209][1800/1879] lr: 8.427e-03, eta: 21:21:41, time: 0.831, data_time: 0.001, memory: 6454, top1_acc: 0.5813, top5_acc: 0.7918, loss_cls: 1.8325, loss: 1.8325, grad_norm: 4.6953 2021-07-13 19:50:41,199 - mmaction - INFO - Epoch [209][1820/1879] lr: 8.427e-03, eta: 21:21:23, time: 0.850, data_time: 0.007, memory: 6454, top1_acc: 0.5934, top5_acc: 0.7973, loss_cls: 1.7826, loss: 1.7826, grad_norm: 4.7504 2021-07-13 19:50:57,967 - mmaction - INFO - Epoch [209][1840/1879] lr: 8.427e-03, eta: 21:21:05, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.5879, top5_acc: 0.8043, loss_cls: 1.7408, loss: 1.7408, grad_norm: 4.6768 2021-07-13 19:51:14,927 - mmaction - INFO - Epoch [209][1860/1879] lr: 8.427e-03, eta: 21:20:47, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5828, top5_acc: 0.8023, loss_cls: 1.7929, loss: 1.7929, grad_norm: 4.7818 2021-07-13 19:53:07,279 - mmaction - INFO - Epoch [210][20/1879] lr: 8.089e-03, eta: 21:20:50, time: 4.537, data_time: 3.552, memory: 6454, top1_acc: 0.5941, top5_acc: 0.7996, loss_cls: 1.7494, loss: 1.7494, grad_norm: 4.7910 2021-07-13 19:53:23,603 - mmaction - INFO - Epoch [210][40/1879] lr: 8.089e-03, eta: 21:20:32, time: 0.816, data_time: 0.006, memory: 6454, top1_acc: 0.6016, top5_acc: 0.8074, loss_cls: 1.6823, loss: 1.6823, grad_norm: 4.6559 2021-07-13 19:53:40,544 - mmaction - INFO - Epoch [210][60/1879] lr: 8.089e-03, eta: 21:20:14, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5863, top5_acc: 0.7984, loss_cls: 1.7627, loss: 1.7627, grad_norm: 4.7472 2021-07-13 19:53:57,321 - mmaction - INFO - Epoch [210][80/1879] lr: 8.089e-03, eta: 21:19:56, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5785, top5_acc: 0.7902, loss_cls: 1.7963, loss: 1.7963, grad_norm: 4.9212 2021-07-13 19:54:14,089 - mmaction - INFO - Epoch [210][100/1879] lr: 8.089e-03, eta: 21:19:39, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.6016, top5_acc: 0.7918, loss_cls: 1.7596, loss: 1.7596, grad_norm: 4.6539 2021-07-13 19:54:30,996 - mmaction - INFO - Epoch [210][120/1879] lr: 8.089e-03, eta: 21:19:21, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5957, top5_acc: 0.8105, loss_cls: 1.7311, loss: 1.7311, grad_norm: 4.7443 2021-07-13 19:54:48,006 - mmaction - INFO - Epoch [210][140/1879] lr: 8.089e-03, eta: 21:19:03, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6109, top5_acc: 0.8074, loss_cls: 1.7029, loss: 1.7029, grad_norm: 4.6964 2021-07-13 19:55:04,745 - mmaction - INFO - Epoch [210][160/1879] lr: 8.089e-03, eta: 21:18:45, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5957, top5_acc: 0.7949, loss_cls: 1.7532, loss: 1.7532, grad_norm: 4.7940 2021-07-13 19:55:21,692 - mmaction - INFO - Epoch [210][180/1879] lr: 8.089e-03, eta: 21:18:28, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6086, top5_acc: 0.8016, loss_cls: 1.7492, loss: 1.7492, grad_norm: 4.7778 2021-07-13 19:55:38,438 - mmaction - INFO - Epoch [210][200/1879] lr: 8.089e-03, eta: 21:18:10, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.5809, top5_acc: 0.8043, loss_cls: 1.7706, loss: 1.7706, grad_norm: 4.8223 2021-07-13 19:55:55,520 - mmaction - INFO - Epoch [210][220/1879] lr: 8.089e-03, eta: 21:17:52, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5930, top5_acc: 0.8008, loss_cls: 1.7771, loss: 1.7771, grad_norm: 4.7415 2021-07-13 19:56:12,360 - mmaction - INFO - Epoch [210][240/1879] lr: 8.089e-03, eta: 21:17:35, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.5879, top5_acc: 0.8023, loss_cls: 1.7446, loss: 1.7446, grad_norm: 4.7238 2021-07-13 19:56:29,251 - mmaction - INFO - Epoch [210][260/1879] lr: 8.089e-03, eta: 21:17:17, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5953, top5_acc: 0.7973, loss_cls: 1.7721, loss: 1.7721, grad_norm: 4.7954 2021-07-13 19:56:46,035 - mmaction - INFO - Epoch [210][280/1879] lr: 8.089e-03, eta: 21:16:59, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.5918, top5_acc: 0.7957, loss_cls: 1.7460, loss: 1.7460, grad_norm: 4.7043 2021-07-13 19:57:03,148 - mmaction - INFO - Epoch [210][300/1879] lr: 8.089e-03, eta: 21:16:41, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5887, top5_acc: 0.8020, loss_cls: 1.7533, loss: 1.7533, grad_norm: 4.8172 2021-07-13 19:57:19,872 - mmaction - INFO - Epoch [210][320/1879] lr: 8.089e-03, eta: 21:16:24, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.5793, top5_acc: 0.8000, loss_cls: 1.7754, loss: 1.7754, grad_norm: 4.8758 2021-07-13 19:57:37,050 - mmaction - INFO - Epoch [210][340/1879] lr: 8.089e-03, eta: 21:16:06, time: 0.859, data_time: 0.002, memory: 6454, top1_acc: 0.6004, top5_acc: 0.8129, loss_cls: 1.6855, loss: 1.6855, grad_norm: 4.7045 2021-07-13 19:57:53,995 - mmaction - INFO - Epoch [210][360/1879] lr: 8.089e-03, eta: 21:15:48, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5938, top5_acc: 0.7953, loss_cls: 1.7621, loss: 1.7621, grad_norm: 4.6639 2021-07-13 19:58:11,018 - mmaction - INFO - Epoch [210][380/1879] lr: 8.089e-03, eta: 21:15:31, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5824, top5_acc: 0.7930, loss_cls: 1.7998, loss: 1.7998, grad_norm: 4.8027 2021-07-13 19:58:28,141 - mmaction - INFO - Epoch [210][400/1879] lr: 8.089e-03, eta: 21:15:13, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5852, top5_acc: 0.8051, loss_cls: 1.7589, loss: 1.7589, grad_norm: 4.7987 2021-07-13 19:58:44,871 - mmaction - INFO - Epoch [210][420/1879] lr: 8.089e-03, eta: 21:14:55, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5824, top5_acc: 0.7859, loss_cls: 1.8033, loss: 1.8033, grad_norm: 4.8780 2021-07-13 19:59:01,867 - mmaction - INFO - Epoch [210][440/1879] lr: 8.089e-03, eta: 21:14:38, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5863, top5_acc: 0.8004, loss_cls: 1.7499, loss: 1.7499, grad_norm: 4.7152 2021-07-13 19:59:18,918 - mmaction - INFO - Epoch [210][460/1879] lr: 8.089e-03, eta: 21:14:20, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5934, top5_acc: 0.8055, loss_cls: 1.7029, loss: 1.7029, grad_norm: 4.7242 2021-07-13 19:59:35,904 - mmaction - INFO - Epoch [210][480/1879] lr: 8.089e-03, eta: 21:14:02, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5832, top5_acc: 0.7969, loss_cls: 1.7709, loss: 1.7709, grad_norm: 4.8402 2021-07-13 19:59:52,859 - mmaction - INFO - Epoch [210][500/1879] lr: 8.089e-03, eta: 21:13:45, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5762, top5_acc: 0.7980, loss_cls: 1.7908, loss: 1.7908, grad_norm: 4.7505 2021-07-13 20:00:09,615 - mmaction - INFO - Epoch [210][520/1879] lr: 8.089e-03, eta: 21:13:27, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5820, top5_acc: 0.8063, loss_cls: 1.7529, loss: 1.7529, grad_norm: 4.7621 2021-07-13 20:00:26,836 - mmaction - INFO - Epoch [210][540/1879] lr: 8.089e-03, eta: 21:13:09, time: 0.862, data_time: 0.003, memory: 6454, top1_acc: 0.5848, top5_acc: 0.7977, loss_cls: 1.7921, loss: 1.7921, grad_norm: 4.7823 2021-07-13 20:00:43,859 - mmaction - INFO - Epoch [210][560/1879] lr: 8.089e-03, eta: 21:12:52, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5785, top5_acc: 0.7855, loss_cls: 1.7872, loss: 1.7872, grad_norm: 4.8349 2021-07-13 20:01:00,448 - mmaction - INFO - Epoch [210][580/1879] lr: 8.089e-03, eta: 21:12:34, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.5672, top5_acc: 0.7891, loss_cls: 1.8126, loss: 1.8126, grad_norm: 4.8122 2021-07-13 20:01:17,533 - mmaction - INFO - Epoch [210][600/1879] lr: 8.089e-03, eta: 21:12:16, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5859, top5_acc: 0.7953, loss_cls: 1.7597, loss: 1.7597, grad_norm: 4.7125 2021-07-13 20:01:34,489 - mmaction - INFO - Epoch [210][620/1879] lr: 8.089e-03, eta: 21:11:58, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7945, loss_cls: 1.7928, loss: 1.7928, grad_norm: 4.7531 2021-07-13 20:01:51,413 - mmaction - INFO - Epoch [210][640/1879] lr: 8.089e-03, eta: 21:11:41, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5750, top5_acc: 0.7773, loss_cls: 1.8247, loss: 1.8247, grad_norm: 4.9115 2021-07-13 20:02:08,340 - mmaction - INFO - Epoch [210][660/1879] lr: 8.089e-03, eta: 21:11:23, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5910, top5_acc: 0.8063, loss_cls: 1.7448, loss: 1.7448, grad_norm: 4.7649 2021-07-13 20:02:25,255 - mmaction - INFO - Epoch [210][680/1879] lr: 8.089e-03, eta: 21:11:05, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5988, top5_acc: 0.8039, loss_cls: 1.7340, loss: 1.7340, grad_norm: 4.6605 2021-07-13 20:02:42,256 - mmaction - INFO - Epoch [210][700/1879] lr: 8.089e-03, eta: 21:10:47, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.5871, top5_acc: 0.8031, loss_cls: 1.7499, loss: 1.7499, grad_norm: 4.7870 2021-07-13 20:02:59,299 - mmaction - INFO - Epoch [210][720/1879] lr: 8.089e-03, eta: 21:10:30, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5840, top5_acc: 0.7957, loss_cls: 1.7882, loss: 1.7882, grad_norm: 4.8066 2021-07-13 20:03:16,448 - mmaction - INFO - Epoch [210][740/1879] lr: 8.089e-03, eta: 21:10:12, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5898, top5_acc: 0.7902, loss_cls: 1.8133, loss: 1.8133, grad_norm: 4.8476 2021-07-13 20:03:33,452 - mmaction - INFO - Epoch [210][760/1879] lr: 8.089e-03, eta: 21:09:55, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5875, top5_acc: 0.8016, loss_cls: 1.7731, loss: 1.7731, grad_norm: 4.8370 2021-07-13 20:03:50,857 - mmaction - INFO - Epoch [210][780/1879] lr: 8.089e-03, eta: 21:09:37, time: 0.870, data_time: 0.005, memory: 6454, top1_acc: 0.5930, top5_acc: 0.7859, loss_cls: 1.7837, loss: 1.7837, grad_norm: 4.8107 2021-07-13 20:04:08,248 - mmaction - INFO - Epoch [210][800/1879] lr: 8.089e-03, eta: 21:09:20, time: 0.869, data_time: 0.001, memory: 6454, top1_acc: 0.5711, top5_acc: 0.7867, loss_cls: 1.8430, loss: 1.8430, grad_norm: 4.8489 2021-07-13 20:04:25,513 - mmaction - INFO - Epoch [210][820/1879] lr: 8.089e-03, eta: 21:09:02, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.5840, top5_acc: 0.7977, loss_cls: 1.7784, loss: 1.7784, grad_norm: 4.7497 2021-07-13 20:04:42,379 - mmaction - INFO - Epoch [210][840/1879] lr: 8.089e-03, eta: 21:08:45, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5863, top5_acc: 0.7973, loss_cls: 1.7737, loss: 1.7737, grad_norm: 4.8948 2021-07-13 20:04:59,110 - mmaction - INFO - Epoch [210][860/1879] lr: 8.089e-03, eta: 21:08:27, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5918, top5_acc: 0.8027, loss_cls: 1.7544, loss: 1.7544, grad_norm: 4.7831 2021-07-13 20:05:16,381 - mmaction - INFO - Epoch [210][880/1879] lr: 8.089e-03, eta: 21:08:09, time: 0.867, data_time: 0.005, memory: 6454, top1_acc: 0.5844, top5_acc: 0.8078, loss_cls: 1.7723, loss: 1.7723, grad_norm: 4.9007 2021-07-13 20:05:33,417 - mmaction - INFO - Epoch [210][900/1879] lr: 8.089e-03, eta: 21:07:52, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5871, top5_acc: 0.7992, loss_cls: 1.7519, loss: 1.7519, grad_norm: 4.7519 2021-07-13 20:05:49,999 - mmaction - INFO - Epoch [210][920/1879] lr: 8.089e-03, eta: 21:07:34, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.5742, top5_acc: 0.7984, loss_cls: 1.7883, loss: 1.7883, grad_norm: 4.8523 2021-07-13 20:06:07,132 - mmaction - INFO - Epoch [210][940/1879] lr: 8.089e-03, eta: 21:07:16, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5898, top5_acc: 0.8098, loss_cls: 1.7510, loss: 1.7510, grad_norm: 4.7918 2021-07-13 20:06:24,074 - mmaction - INFO - Epoch [210][960/1879] lr: 8.089e-03, eta: 21:06:58, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5883, top5_acc: 0.7922, loss_cls: 1.7617, loss: 1.7617, grad_norm: 4.8657 2021-07-13 20:06:40,971 - mmaction - INFO - Epoch [210][980/1879] lr: 8.089e-03, eta: 21:06:41, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5863, top5_acc: 0.7828, loss_cls: 1.7843, loss: 1.7843, grad_norm: 4.7854 2021-07-13 20:06:57,441 - mmaction - INFO - Epoch [210][1000/1879] lr: 8.089e-03, eta: 21:06:23, time: 0.823, data_time: 0.006, memory: 6454, top1_acc: 0.5945, top5_acc: 0.8059, loss_cls: 1.7339, loss: 1.7339, grad_norm: 4.6871 2021-07-13 20:07:14,570 - mmaction - INFO - Epoch [210][1020/1879] lr: 8.089e-03, eta: 21:06:05, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.5914, top5_acc: 0.8066, loss_cls: 1.7333, loss: 1.7333, grad_norm: 4.7975 2021-07-13 20:07:31,173 - mmaction - INFO - Epoch [210][1040/1879] lr: 8.089e-03, eta: 21:05:47, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.5883, top5_acc: 0.7937, loss_cls: 1.8014, loss: 1.8014, grad_norm: 4.7762 2021-07-13 20:07:48,045 - mmaction - INFO - Epoch [210][1060/1879] lr: 8.089e-03, eta: 21:05:29, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.5738, top5_acc: 0.7852, loss_cls: 1.8468, loss: 1.8468, grad_norm: 4.8540 2021-07-13 20:08:05,080 - mmaction - INFO - Epoch [210][1080/1879] lr: 8.089e-03, eta: 21:05:12, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5871, top5_acc: 0.7988, loss_cls: 1.7348, loss: 1.7348, grad_norm: 4.6603 2021-07-13 20:08:22,084 - mmaction - INFO - Epoch [210][1100/1879] lr: 8.089e-03, eta: 21:04:54, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5848, top5_acc: 0.7926, loss_cls: 1.7737, loss: 1.7737, grad_norm: 4.6898 2021-07-13 20:08:38,831 - mmaction - INFO - Epoch [210][1120/1879] lr: 8.089e-03, eta: 21:04:36, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5793, top5_acc: 0.7937, loss_cls: 1.7808, loss: 1.7808, grad_norm: 4.7835 2021-07-13 20:08:56,038 - mmaction - INFO - Epoch [210][1140/1879] lr: 8.089e-03, eta: 21:04:19, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.6141, top5_acc: 0.8105, loss_cls: 1.6695, loss: 1.6695, grad_norm: 4.5930 2021-07-13 20:09:13,043 - mmaction - INFO - Epoch [210][1160/1879] lr: 8.089e-03, eta: 21:04:01, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.5762, top5_acc: 0.7949, loss_cls: 1.7743, loss: 1.7743, grad_norm: 4.8316 2021-07-13 20:09:29,762 - mmaction - INFO - Epoch [210][1180/1879] lr: 8.089e-03, eta: 21:03:43, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.6004, top5_acc: 0.8105, loss_cls: 1.7120, loss: 1.7120, grad_norm: 4.8704 2021-07-13 20:09:46,824 - mmaction - INFO - Epoch [210][1200/1879] lr: 8.089e-03, eta: 21:03:26, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5820, top5_acc: 0.8039, loss_cls: 1.7878, loss: 1.7878, grad_norm: 4.9196 2021-07-13 20:10:04,029 - mmaction - INFO - Epoch [210][1220/1879] lr: 8.089e-03, eta: 21:03:08, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.5707, top5_acc: 0.7941, loss_cls: 1.7893, loss: 1.7893, grad_norm: 4.8068 2021-07-13 20:10:20,616 - mmaction - INFO - Epoch [210][1240/1879] lr: 8.089e-03, eta: 21:02:50, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.5922, top5_acc: 0.7977, loss_cls: 1.7520, loss: 1.7520, grad_norm: 4.7806 2021-07-13 20:10:37,618 - mmaction - INFO - Epoch [210][1260/1879] lr: 8.089e-03, eta: 21:02:33, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5996, top5_acc: 0.8102, loss_cls: 1.7201, loss: 1.7201, grad_norm: 4.6883 2021-07-13 20:10:54,462 - mmaction - INFO - Epoch [210][1280/1879] lr: 8.089e-03, eta: 21:02:15, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5965, top5_acc: 0.7961, loss_cls: 1.7671, loss: 1.7671, grad_norm: 4.8058 2021-07-13 20:11:11,367 - mmaction - INFO - Epoch [210][1300/1879] lr: 8.089e-03, eta: 21:01:57, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5926, top5_acc: 0.8051, loss_cls: 1.7179, loss: 1.7179, grad_norm: 4.8451 2021-07-13 20:11:28,241 - mmaction - INFO - Epoch [210][1320/1879] lr: 8.089e-03, eta: 21:01:39, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5949, top5_acc: 0.8016, loss_cls: 1.7363, loss: 1.7363, grad_norm: 4.8857 2021-07-13 20:11:45,187 - mmaction - INFO - Epoch [210][1340/1879] lr: 8.089e-03, eta: 21:01:22, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5969, top5_acc: 0.7957, loss_cls: 1.7365, loss: 1.7365, grad_norm: 4.6607 2021-07-13 20:12:01,905 - mmaction - INFO - Epoch [210][1360/1879] lr: 8.089e-03, eta: 21:01:04, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.5687, top5_acc: 0.7930, loss_cls: 1.8142, loss: 1.8142, grad_norm: 4.8927 2021-07-13 20:12:18,932 - mmaction - INFO - Epoch [210][1380/1879] lr: 8.089e-03, eta: 21:00:46, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5758, top5_acc: 0.7973, loss_cls: 1.7721, loss: 1.7721, grad_norm: 4.8463 2021-07-13 20:12:35,919 - mmaction - INFO - Epoch [210][1400/1879] lr: 8.089e-03, eta: 21:00:29, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5844, top5_acc: 0.7969, loss_cls: 1.7888, loss: 1.7888, grad_norm: 4.7901 2021-07-13 20:12:52,576 - mmaction - INFO - Epoch [210][1420/1879] lr: 8.089e-03, eta: 21:00:11, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7824, loss_cls: 1.8366, loss: 1.8366, grad_norm: 4.7790 2021-07-13 20:13:09,413 - mmaction - INFO - Epoch [210][1440/1879] lr: 8.089e-03, eta: 20:59:53, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5629, top5_acc: 0.7852, loss_cls: 1.8492, loss: 1.8492, grad_norm: 4.8981 2021-07-13 20:13:26,548 - mmaction - INFO - Epoch [210][1460/1879] lr: 8.089e-03, eta: 20:59:35, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.5973, top5_acc: 0.7988, loss_cls: 1.7218, loss: 1.7218, grad_norm: 4.6134 2021-07-13 20:13:43,716 - mmaction - INFO - Epoch [210][1480/1879] lr: 8.089e-03, eta: 20:59:18, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5758, top5_acc: 0.7828, loss_cls: 1.8215, loss: 1.8215, grad_norm: 4.7905 2021-07-13 20:14:00,832 - mmaction - INFO - Epoch [210][1500/1879] lr: 8.089e-03, eta: 20:59:00, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.5816, top5_acc: 0.7926, loss_cls: 1.7993, loss: 1.7993, grad_norm: 4.7462 2021-07-13 20:14:17,739 - mmaction - INFO - Epoch [210][1520/1879] lr: 8.089e-03, eta: 20:58:43, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5727, top5_acc: 0.7832, loss_cls: 1.8754, loss: 1.8754, grad_norm: 4.9181 2021-07-13 20:14:34,605 - mmaction - INFO - Epoch [210][1540/1879] lr: 8.089e-03, eta: 20:58:25, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.5953, top5_acc: 0.7961, loss_cls: 1.7459, loss: 1.7459, grad_norm: 4.7515 2021-07-13 20:14:51,605 - mmaction - INFO - Epoch [210][1560/1879] lr: 8.089e-03, eta: 20:58:07, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5836, top5_acc: 0.7848, loss_cls: 1.8201, loss: 1.8201, grad_norm: 4.8324 2021-07-13 20:15:08,622 - mmaction - INFO - Epoch [210][1580/1879] lr: 8.089e-03, eta: 20:57:49, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5902, top5_acc: 0.8074, loss_cls: 1.7421, loss: 1.7421, grad_norm: 4.7436 2021-07-13 20:15:25,584 - mmaction - INFO - Epoch [210][1600/1879] lr: 8.089e-03, eta: 20:57:32, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5773, top5_acc: 0.7930, loss_cls: 1.7867, loss: 1.7867, grad_norm: 4.8723 2021-07-13 20:15:42,374 - mmaction - INFO - Epoch [210][1620/1879] lr: 8.089e-03, eta: 20:57:14, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7895, loss_cls: 1.8188, loss: 1.8188, grad_norm: 4.8412 2021-07-13 20:15:59,207 - mmaction - INFO - Epoch [210][1640/1879] lr: 8.089e-03, eta: 20:56:56, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.6090, top5_acc: 0.7992, loss_cls: 1.7273, loss: 1.7273, grad_norm: 4.6715 2021-07-13 20:16:15,924 - mmaction - INFO - Epoch [210][1660/1879] lr: 8.089e-03, eta: 20:56:38, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5922, top5_acc: 0.7980, loss_cls: 1.7870, loss: 1.7870, grad_norm: 4.7511 2021-07-13 20:16:32,811 - mmaction - INFO - Epoch [210][1680/1879] lr: 8.089e-03, eta: 20:56:21, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5496, top5_acc: 0.7758, loss_cls: 1.8781, loss: 1.8781, grad_norm: 4.8968 2021-07-13 20:16:49,576 - mmaction - INFO - Epoch [210][1700/1879] lr: 8.089e-03, eta: 20:56:03, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.5766, top5_acc: 0.7996, loss_cls: 1.7789, loss: 1.7789, grad_norm: 4.7726 2021-07-13 20:17:06,458 - mmaction - INFO - Epoch [210][1720/1879] lr: 8.089e-03, eta: 20:55:45, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5695, top5_acc: 0.7852, loss_cls: 1.8155, loss: 1.8155, grad_norm: 4.7805 2021-07-13 20:17:23,270 - mmaction - INFO - Epoch [210][1740/1879] lr: 8.089e-03, eta: 20:55:27, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5723, top5_acc: 0.7809, loss_cls: 1.8456, loss: 1.8456, grad_norm: 4.8994 2021-07-13 20:17:40,212 - mmaction - INFO - Epoch [210][1760/1879] lr: 8.089e-03, eta: 20:55:10, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5801, top5_acc: 0.7832, loss_cls: 1.8529, loss: 1.8529, grad_norm: 4.8681 2021-07-13 20:17:56,997 - mmaction - INFO - Epoch [210][1780/1879] lr: 8.089e-03, eta: 20:54:52, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.5930, top5_acc: 0.8059, loss_cls: 1.7249, loss: 1.7249, grad_norm: 4.7468 2021-07-13 20:18:13,895 - mmaction - INFO - Epoch [210][1800/1879] lr: 8.089e-03, eta: 20:54:34, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5918, top5_acc: 0.7988, loss_cls: 1.7397, loss: 1.7397, grad_norm: 4.7850 2021-07-13 20:18:30,965 - mmaction - INFO - Epoch [210][1820/1879] lr: 8.089e-03, eta: 20:54:17, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5965, top5_acc: 0.7961, loss_cls: 1.7192, loss: 1.7192, grad_norm: 4.7032 2021-07-13 20:18:48,120 - mmaction - INFO - Epoch [210][1840/1879] lr: 8.089e-03, eta: 20:53:59, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6012, top5_acc: 0.7980, loss_cls: 1.7213, loss: 1.7213, grad_norm: 4.7516 2021-07-13 20:19:04,926 - mmaction - INFO - Epoch [210][1860/1879] lr: 8.089e-03, eta: 20:53:41, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5699, top5_acc: 0.7820, loss_cls: 1.8447, loss: 1.8447, grad_norm: 4.8446 2021-07-13 20:22:27,427 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-13 20:22:28,235 - mmaction - INFO - top1_acc 0.6347 top5_acc 0.8480 2021-07-13 20:22:28,235 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-13 20:22:28,278 - mmaction - INFO - mean_acc 0.6346 2021-07-13 20:22:29,846 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_210.pth. 2021-07-13 20:22:29,846 - mmaction - INFO - Best top1_acc is 0.6347 at 210 epoch. 2021-07-13 20:22:29,855 - mmaction - INFO - Epoch(val) [210][155] top1_acc: 0.6347, top5_acc: 0.8480, mean_class_accuracy: 0.6346 2021-07-13 20:23:20,926 - mmaction - INFO - Epoch [211][20/1879] lr: 7.757e-03, eta: 20:53:18, time: 2.552, data_time: 1.577, memory: 6454, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.7486, loss: 1.7486, grad_norm: 4.7236 2021-07-13 20:23:37,594 - mmaction - INFO - Epoch [211][40/1879] lr: 7.757e-03, eta: 20:53:00, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.5930, top5_acc: 0.8109, loss_cls: 1.7066, loss: 1.7066, grad_norm: 4.7019 2021-07-13 20:23:54,225 - mmaction - INFO - Epoch [211][60/1879] lr: 7.757e-03, eta: 20:52:42, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.5844, top5_acc: 0.8031, loss_cls: 1.7565, loss: 1.7565, grad_norm: 4.8714 2021-07-13 20:24:10,829 - mmaction - INFO - Epoch [211][80/1879] lr: 7.757e-03, eta: 20:52:24, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.5887, top5_acc: 0.7883, loss_cls: 1.8111, loss: 1.8111, grad_norm: 4.8222 2021-07-13 20:24:27,464 - mmaction - INFO - Epoch [211][100/1879] lr: 7.757e-03, eta: 20:52:06, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.6020, top5_acc: 0.8035, loss_cls: 1.6956, loss: 1.6956, grad_norm: 4.7101 2021-07-13 20:24:44,046 - mmaction - INFO - Epoch [211][120/1879] lr: 7.757e-03, eta: 20:51:49, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.6008, top5_acc: 0.8051, loss_cls: 1.7170, loss: 1.7170, grad_norm: 4.7683 2021-07-13 20:25:01,022 - mmaction - INFO - Epoch [211][140/1879] lr: 7.757e-03, eta: 20:51:31, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5770, top5_acc: 0.7957, loss_cls: 1.7744, loss: 1.7744, grad_norm: 4.8222 2021-07-13 20:25:17,896 - mmaction - INFO - Epoch [211][160/1879] lr: 7.757e-03, eta: 20:51:13, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5793, top5_acc: 0.8008, loss_cls: 1.7505, loss: 1.7505, grad_norm: 4.7620 2021-07-13 20:25:34,705 - mmaction - INFO - Epoch [211][180/1879] lr: 7.757e-03, eta: 20:50:55, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.5789, top5_acc: 0.8027, loss_cls: 1.7408, loss: 1.7408, grad_norm: 4.7405 2021-07-13 20:25:51,629 - mmaction - INFO - Epoch [211][200/1879] lr: 7.757e-03, eta: 20:50:38, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5840, top5_acc: 0.7969, loss_cls: 1.7760, loss: 1.7760, grad_norm: 4.8833 2021-07-13 20:26:08,416 - mmaction - INFO - Epoch [211][220/1879] lr: 7.757e-03, eta: 20:50:20, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5957, top5_acc: 0.8129, loss_cls: 1.7181, loss: 1.7181, grad_norm: 4.8181 2021-07-13 20:26:25,653 - mmaction - INFO - Epoch [211][240/1879] lr: 7.757e-03, eta: 20:50:02, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.5988, top5_acc: 0.8113, loss_cls: 1.6982, loss: 1.6982, grad_norm: 4.6953 2021-07-13 20:26:42,657 - mmaction - INFO - Epoch [211][260/1879] lr: 7.757e-03, eta: 20:49:45, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.5988, top5_acc: 0.8141, loss_cls: 1.7013, loss: 1.7013, grad_norm: 4.7266 2021-07-13 20:26:59,862 - mmaction - INFO - Epoch [211][280/1879] lr: 7.757e-03, eta: 20:49:27, time: 0.860, data_time: 0.007, memory: 6454, top1_acc: 0.5785, top5_acc: 0.7926, loss_cls: 1.7652, loss: 1.7652, grad_norm: 4.7563 2021-07-13 20:27:16,834 - mmaction - INFO - Epoch [211][300/1879] lr: 7.757e-03, eta: 20:49:10, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5852, top5_acc: 0.8027, loss_cls: 1.7791, loss: 1.7791, grad_norm: 4.8843 2021-07-13 20:27:33,869 - mmaction - INFO - Epoch [211][320/1879] lr: 7.757e-03, eta: 20:48:52, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5914, top5_acc: 0.7988, loss_cls: 1.7604, loss: 1.7604, grad_norm: 4.8168 2021-07-13 20:27:50,901 - mmaction - INFO - Epoch [211][340/1879] lr: 7.757e-03, eta: 20:48:34, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5895, top5_acc: 0.7910, loss_cls: 1.7580, loss: 1.7580, grad_norm: 4.8563 2021-07-13 20:28:07,998 - mmaction - INFO - Epoch [211][360/1879] lr: 7.757e-03, eta: 20:48:17, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6008, top5_acc: 0.8090, loss_cls: 1.6861, loss: 1.6861, grad_norm: 4.7621 2021-07-13 20:28:25,071 - mmaction - INFO - Epoch [211][380/1879] lr: 7.757e-03, eta: 20:47:59, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5941, top5_acc: 0.7953, loss_cls: 1.7509, loss: 1.7509, grad_norm: 4.7165 2021-07-13 20:28:41,991 - mmaction - INFO - Epoch [211][400/1879] lr: 7.757e-03, eta: 20:47:41, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5906, top5_acc: 0.8039, loss_cls: 1.7436, loss: 1.7436, grad_norm: 4.8917 2021-07-13 20:28:58,882 - mmaction - INFO - Epoch [211][420/1879] lr: 7.757e-03, eta: 20:47:24, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5820, top5_acc: 0.7910, loss_cls: 1.8053, loss: 1.8053, grad_norm: 4.9652 2021-07-13 20:29:15,756 - mmaction - INFO - Epoch [211][440/1879] lr: 7.757e-03, eta: 20:47:06, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5777, top5_acc: 0.7910, loss_cls: 1.8029, loss: 1.8029, grad_norm: 4.8010 2021-07-13 20:29:32,863 - mmaction - INFO - Epoch [211][460/1879] lr: 7.757e-03, eta: 20:46:48, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6000, top5_acc: 0.7973, loss_cls: 1.7703, loss: 1.7703, grad_norm: 4.7474 2021-07-13 20:29:49,306 - mmaction - INFO - Epoch [211][480/1879] lr: 7.757e-03, eta: 20:46:30, time: 0.826, data_time: 0.005, memory: 6454, top1_acc: 0.5938, top5_acc: 0.7945, loss_cls: 1.7569, loss: 1.7569, grad_norm: 4.7494 2021-07-13 20:30:05,753 - mmaction - INFO - Epoch [211][500/1879] lr: 7.757e-03, eta: 20:46:12, time: 0.822, data_time: 0.001, memory: 6454, top1_acc: 0.5754, top5_acc: 0.7910, loss_cls: 1.8056, loss: 1.8056, grad_norm: 4.9261 2021-07-13 20:30:22,658 - mmaction - INFO - Epoch [211][520/1879] lr: 7.757e-03, eta: 20:45:55, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5848, top5_acc: 0.7918, loss_cls: 1.8062, loss: 1.8062, grad_norm: 4.9099 2021-07-13 20:30:39,717 - mmaction - INFO - Epoch [211][540/1879] lr: 7.757e-03, eta: 20:45:37, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.5957, top5_acc: 0.7918, loss_cls: 1.7648, loss: 1.7648, grad_norm: 4.7781 2021-07-13 20:30:56,376 - mmaction - INFO - Epoch [211][560/1879] lr: 7.757e-03, eta: 20:45:19, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.5754, top5_acc: 0.7910, loss_cls: 1.8246, loss: 1.8246, grad_norm: 4.8767 2021-07-13 20:31:13,029 - mmaction - INFO - Epoch [211][580/1879] lr: 7.757e-03, eta: 20:45:01, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.5934, top5_acc: 0.8066, loss_cls: 1.7210, loss: 1.7210, grad_norm: 4.7478 2021-07-13 20:31:29,753 - mmaction - INFO - Epoch [211][600/1879] lr: 7.757e-03, eta: 20:44:43, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5969, top5_acc: 0.7953, loss_cls: 1.7640, loss: 1.7640, grad_norm: 4.8684 2021-07-13 20:31:46,600 - mmaction - INFO - Epoch [211][620/1879] lr: 7.757e-03, eta: 20:44:26, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5898, top5_acc: 0.8039, loss_cls: 1.7518, loss: 1.7518, grad_norm: 4.8397 2021-07-13 20:32:03,559 - mmaction - INFO - Epoch [211][640/1879] lr: 7.757e-03, eta: 20:44:08, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5879, top5_acc: 0.7934, loss_cls: 1.7745, loss: 1.7745, grad_norm: 4.7427 2021-07-13 20:32:20,629 - mmaction - INFO - Epoch [211][660/1879] lr: 7.757e-03, eta: 20:43:50, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5859, top5_acc: 0.7996, loss_cls: 1.7838, loss: 1.7838, grad_norm: 4.8445 2021-07-13 20:32:37,364 - mmaction - INFO - Epoch [211][680/1879] lr: 7.757e-03, eta: 20:43:33, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5777, top5_acc: 0.7910, loss_cls: 1.7780, loss: 1.7780, grad_norm: 4.8357 2021-07-13 20:32:54,314 - mmaction - INFO - Epoch [211][700/1879] lr: 7.757e-03, eta: 20:43:15, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5887, top5_acc: 0.8012, loss_cls: 1.7567, loss: 1.7567, grad_norm: 4.8806 2021-07-13 20:33:11,478 - mmaction - INFO - Epoch [211][720/1879] lr: 7.757e-03, eta: 20:42:57, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.5836, top5_acc: 0.7980, loss_cls: 1.8034, loss: 1.8034, grad_norm: 4.8549 2021-07-13 20:33:28,530 - mmaction - INFO - Epoch [211][740/1879] lr: 7.757e-03, eta: 20:42:40, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5945, top5_acc: 0.8008, loss_cls: 1.7331, loss: 1.7331, grad_norm: 4.8555 2021-07-13 20:33:45,727 - mmaction - INFO - Epoch [211][760/1879] lr: 7.757e-03, eta: 20:42:22, time: 0.860, data_time: 0.002, memory: 6454, top1_acc: 0.5961, top5_acc: 0.8066, loss_cls: 1.7164, loss: 1.7164, grad_norm: 4.8705 2021-07-13 20:34:02,552 - mmaction - INFO - Epoch [211][780/1879] lr: 7.757e-03, eta: 20:42:05, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5891, top5_acc: 0.8004, loss_cls: 1.7736, loss: 1.7736, grad_norm: 4.8521 2021-07-13 20:34:19,192 - mmaction - INFO - Epoch [211][800/1879] lr: 7.757e-03, eta: 20:41:47, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.5789, top5_acc: 0.7945, loss_cls: 1.7722, loss: 1.7722, grad_norm: 4.7793 2021-07-13 20:34:36,036 - mmaction - INFO - Epoch [211][820/1879] lr: 7.757e-03, eta: 20:41:29, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5895, top5_acc: 0.7973, loss_cls: 1.7519, loss: 1.7519, grad_norm: 4.7539 2021-07-13 20:34:53,161 - mmaction - INFO - Epoch [211][840/1879] lr: 7.757e-03, eta: 20:41:11, time: 0.859, data_time: 0.008, memory: 6454, top1_acc: 0.6066, top5_acc: 0.8020, loss_cls: 1.7180, loss: 1.7180, grad_norm: 4.7216 2021-07-13 20:35:10,146 - mmaction - INFO - Epoch [211][860/1879] lr: 7.757e-03, eta: 20:40:54, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6102, top5_acc: 0.8063, loss_cls: 1.7003, loss: 1.7003, grad_norm: 4.7603 2021-07-13 20:35:26,951 - mmaction - INFO - Epoch [211][880/1879] lr: 7.757e-03, eta: 20:40:36, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5969, top5_acc: 0.8008, loss_cls: 1.7377, loss: 1.7377, grad_norm: 4.7900 2021-07-13 20:35:43,796 - mmaction - INFO - Epoch [211][900/1879] lr: 7.757e-03, eta: 20:40:18, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.5918, top5_acc: 0.8105, loss_cls: 1.6929, loss: 1.6929, grad_norm: 4.8760 2021-07-13 20:36:00,831 - mmaction - INFO - Epoch [211][920/1879] lr: 7.757e-03, eta: 20:40:01, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5734, top5_acc: 0.7914, loss_cls: 1.8033, loss: 1.8033, grad_norm: 5.0657 2021-07-13 20:36:17,886 - mmaction - INFO - Epoch [211][940/1879] lr: 7.757e-03, eta: 20:39:43, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5996, top5_acc: 0.8070, loss_cls: 1.7538, loss: 1.7538, grad_norm: 4.7589 2021-07-13 20:36:35,083 - mmaction - INFO - Epoch [211][960/1879] lr: 7.757e-03, eta: 20:39:25, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6066, top5_acc: 0.8031, loss_cls: 1.7141, loss: 1.7141, grad_norm: 4.6765 2021-07-13 20:36:51,922 - mmaction - INFO - Epoch [211][980/1879] lr: 7.757e-03, eta: 20:39:08, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5742, top5_acc: 0.7969, loss_cls: 1.7860, loss: 1.7860, grad_norm: 4.8355 2021-07-13 20:37:08,736 - mmaction - INFO - Epoch [211][1000/1879] lr: 7.757e-03, eta: 20:38:50, time: 0.841, data_time: 0.007, memory: 6454, top1_acc: 0.5984, top5_acc: 0.8187, loss_cls: 1.6369, loss: 1.6369, grad_norm: 4.7442 2021-07-13 20:37:25,800 - mmaction - INFO - Epoch [211][1020/1879] lr: 7.757e-03, eta: 20:38:32, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6105, top5_acc: 0.8047, loss_cls: 1.7139, loss: 1.7139, grad_norm: 4.7819 2021-07-13 20:37:43,093 - mmaction - INFO - Epoch [211][1040/1879] lr: 7.757e-03, eta: 20:38:15, time: 0.862, data_time: 0.003, memory: 6454, top1_acc: 0.6039, top5_acc: 0.8043, loss_cls: 1.7136, loss: 1.7136, grad_norm: 4.8510 2021-07-13 20:38:00,066 - mmaction - INFO - Epoch [211][1060/1879] lr: 7.757e-03, eta: 20:37:57, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5785, top5_acc: 0.7902, loss_cls: 1.8069, loss: 1.8069, grad_norm: 4.9335 2021-07-13 20:38:16,503 - mmaction - INFO - Epoch [211][1080/1879] lr: 7.757e-03, eta: 20:37:39, time: 0.824, data_time: 0.005, memory: 6454, top1_acc: 0.5961, top5_acc: 0.8043, loss_cls: 1.7377, loss: 1.7377, grad_norm: 4.8440 2021-07-13 20:38:33,089 - mmaction - INFO - Epoch [211][1100/1879] lr: 7.757e-03, eta: 20:37:21, time: 0.828, data_time: 0.001, memory: 6454, top1_acc: 0.5883, top5_acc: 0.7863, loss_cls: 1.8159, loss: 1.8159, grad_norm: 4.8622 2021-07-13 20:38:50,330 - mmaction - INFO - Epoch [211][1120/1879] lr: 7.757e-03, eta: 20:37:04, time: 0.862, data_time: 0.008, memory: 6454, top1_acc: 0.5750, top5_acc: 0.7777, loss_cls: 1.8761, loss: 1.8761, grad_norm: 4.9849 2021-07-13 20:39:07,159 - mmaction - INFO - Epoch [211][1140/1879] lr: 7.757e-03, eta: 20:36:46, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5852, top5_acc: 0.7945, loss_cls: 1.7593, loss: 1.7593, grad_norm: 4.7726 2021-07-13 20:39:23,880 - mmaction - INFO - Epoch [211][1160/1879] lr: 7.757e-03, eta: 20:36:28, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.6102, top5_acc: 0.8074, loss_cls: 1.7232, loss: 1.7232, grad_norm: 4.7227 2021-07-13 20:39:40,985 - mmaction - INFO - Epoch [211][1180/1879] lr: 7.757e-03, eta: 20:36:11, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7988, loss_cls: 1.7633, loss: 1.7633, grad_norm: 4.7671 2021-07-13 20:39:58,214 - mmaction - INFO - Epoch [211][1200/1879] lr: 7.757e-03, eta: 20:35:53, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.6000, top5_acc: 0.8055, loss_cls: 1.6950, loss: 1.6950, grad_norm: 4.7166 2021-07-13 20:40:14,855 - mmaction - INFO - Epoch [211][1220/1879] lr: 7.757e-03, eta: 20:35:35, time: 0.831, data_time: 0.006, memory: 6454, top1_acc: 0.5895, top5_acc: 0.7957, loss_cls: 1.7657, loss: 1.7657, grad_norm: 4.9266 2021-07-13 20:40:31,671 - mmaction - INFO - Epoch [211][1240/1879] lr: 7.757e-03, eta: 20:35:18, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5930, top5_acc: 0.7965, loss_cls: 1.7615, loss: 1.7615, grad_norm: 4.8065 2021-07-13 20:40:48,893 - mmaction - INFO - Epoch [211][1260/1879] lr: 7.757e-03, eta: 20:35:00, time: 0.861, data_time: 0.001, memory: 6454, top1_acc: 0.5934, top5_acc: 0.8023, loss_cls: 1.7294, loss: 1.7294, grad_norm: 4.8280 2021-07-13 20:41:06,202 - mmaction - INFO - Epoch [211][1280/1879] lr: 7.757e-03, eta: 20:34:43, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.5906, top5_acc: 0.7992, loss_cls: 1.7762, loss: 1.7762, grad_norm: 4.9578 2021-07-13 20:41:23,275 - mmaction - INFO - Epoch [211][1300/1879] lr: 7.757e-03, eta: 20:34:25, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5754, top5_acc: 0.7961, loss_cls: 1.7788, loss: 1.7788, grad_norm: 4.8120 2021-07-13 20:41:40,342 - mmaction - INFO - Epoch [211][1320/1879] lr: 7.757e-03, eta: 20:34:07, time: 0.855, data_time: 0.008, memory: 6454, top1_acc: 0.6016, top5_acc: 0.8016, loss_cls: 1.7296, loss: 1.7296, grad_norm: 4.7883 2021-07-13 20:41:57,345 - mmaction - INFO - Epoch [211][1340/1879] lr: 7.757e-03, eta: 20:33:50, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.5898, top5_acc: 0.7969, loss_cls: 1.7639, loss: 1.7639, grad_norm: 4.8354 2021-07-13 20:42:14,381 - mmaction - INFO - Epoch [211][1360/1879] lr: 7.757e-03, eta: 20:33:32, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5836, top5_acc: 0.7969, loss_cls: 1.7724, loss: 1.7724, grad_norm: 4.8668 2021-07-13 20:42:31,210 - mmaction - INFO - Epoch [211][1380/1879] lr: 7.757e-03, eta: 20:33:14, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5746, top5_acc: 0.7934, loss_cls: 1.8115, loss: 1.8115, grad_norm: 4.8776 2021-07-13 20:42:48,420 - mmaction - INFO - Epoch [211][1400/1879] lr: 7.757e-03, eta: 20:32:57, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6008, top5_acc: 0.8055, loss_cls: 1.6757, loss: 1.6757, grad_norm: 4.7691 2021-07-13 20:43:04,943 - mmaction - INFO - Epoch [211][1420/1879] lr: 7.757e-03, eta: 20:32:39, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.5988, top5_acc: 0.8027, loss_cls: 1.7269, loss: 1.7269, grad_norm: 4.8173 2021-07-13 20:43:21,711 - mmaction - INFO - Epoch [211][1440/1879] lr: 7.757e-03, eta: 20:32:21, time: 0.836, data_time: 0.007, memory: 6454, top1_acc: 0.6004, top5_acc: 0.8027, loss_cls: 1.7174, loss: 1.7174, grad_norm: 4.7792 2021-07-13 20:43:38,763 - mmaction - INFO - Epoch [211][1460/1879] lr: 7.757e-03, eta: 20:32:04, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5848, top5_acc: 0.7957, loss_cls: 1.7857, loss: 1.7857, grad_norm: 4.8317 2021-07-13 20:43:55,522 - mmaction - INFO - Epoch [211][1480/1879] lr: 7.757e-03, eta: 20:31:46, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5984, top5_acc: 0.8098, loss_cls: 1.7162, loss: 1.7162, grad_norm: 4.8385 2021-07-13 20:44:12,535 - mmaction - INFO - Epoch [211][1500/1879] lr: 7.757e-03, eta: 20:31:28, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5840, top5_acc: 0.7953, loss_cls: 1.7584, loss: 1.7584, grad_norm: 4.8588 2021-07-13 20:44:29,471 - mmaction - INFO - Epoch [211][1520/1879] lr: 7.757e-03, eta: 20:31:10, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.5824, top5_acc: 0.7891, loss_cls: 1.7997, loss: 1.7997, grad_norm: 4.8235 2021-07-13 20:44:46,104 - mmaction - INFO - Epoch [211][1540/1879] lr: 7.757e-03, eta: 20:30:53, time: 0.833, data_time: 0.006, memory: 6454, top1_acc: 0.5895, top5_acc: 0.7949, loss_cls: 1.7719, loss: 1.7719, grad_norm: 4.7992 2021-07-13 20:45:03,135 - mmaction - INFO - Epoch [211][1560/1879] lr: 7.757e-03, eta: 20:30:35, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6027, top5_acc: 0.8012, loss_cls: 1.7360, loss: 1.7360, grad_norm: 4.7765 2021-07-13 20:45:20,288 - mmaction - INFO - Epoch [211][1580/1879] lr: 7.757e-03, eta: 20:30:17, time: 0.856, data_time: 0.001, memory: 6454, top1_acc: 0.5879, top5_acc: 0.7945, loss_cls: 1.7687, loss: 1.7687, grad_norm: 4.9176 2021-07-13 20:45:37,383 - mmaction - INFO - Epoch [211][1600/1879] lr: 7.757e-03, eta: 20:30:00, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5672, top5_acc: 0.7883, loss_cls: 1.8423, loss: 1.8423, grad_norm: 5.0949 2021-07-13 20:45:54,269 - mmaction - INFO - Epoch [211][1620/1879] lr: 7.757e-03, eta: 20:29:42, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.5852, top5_acc: 0.7980, loss_cls: 1.7848, loss: 1.7848, grad_norm: 4.9459 2021-07-13 20:46:11,037 - mmaction - INFO - Epoch [211][1640/1879] lr: 7.757e-03, eta: 20:29:24, time: 0.842, data_time: 0.007, memory: 6454, top1_acc: 0.5887, top5_acc: 0.8004, loss_cls: 1.7528, loss: 1.7528, grad_norm: 4.8980 2021-07-13 20:46:27,765 - mmaction - INFO - Epoch [211][1660/1879] lr: 7.757e-03, eta: 20:29:07, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.5801, top5_acc: 0.7887, loss_cls: 1.7808, loss: 1.7808, grad_norm: 4.9253 2021-07-13 20:46:45,066 - mmaction - INFO - Epoch [211][1680/1879] lr: 7.757e-03, eta: 20:28:49, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.5762, top5_acc: 0.8039, loss_cls: 1.7739, loss: 1.7739, grad_norm: 4.8962 2021-07-13 20:47:01,781 - mmaction - INFO - Epoch [211][1700/1879] lr: 7.757e-03, eta: 20:28:31, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7902, loss_cls: 1.7881, loss: 1.7881, grad_norm: 4.9274 2021-07-13 20:47:18,913 - mmaction - INFO - Epoch [211][1720/1879] lr: 7.757e-03, eta: 20:28:14, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5824, top5_acc: 0.7961, loss_cls: 1.7845, loss: 1.7845, grad_norm: 4.8436 2021-07-13 20:47:35,550 - mmaction - INFO - Epoch [211][1740/1879] lr: 7.757e-03, eta: 20:27:56, time: 0.836, data_time: 0.006, memory: 6454, top1_acc: 0.5922, top5_acc: 0.8027, loss_cls: 1.7492, loss: 1.7492, grad_norm: 4.8548 2021-07-13 20:47:52,679 - mmaction - INFO - Epoch [211][1760/1879] lr: 7.757e-03, eta: 20:27:38, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5914, top5_acc: 0.7980, loss_cls: 1.7418, loss: 1.7418, grad_norm: 4.8255 2021-07-13 20:48:09,571 - mmaction - INFO - Epoch [211][1780/1879] lr: 7.757e-03, eta: 20:27:21, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5738, top5_acc: 0.7937, loss_cls: 1.7766, loss: 1.7766, grad_norm: 4.8449 2021-07-13 20:48:26,337 - mmaction - INFO - Epoch [211][1800/1879] lr: 7.757e-03, eta: 20:27:03, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.5871, top5_acc: 0.7906, loss_cls: 1.7826, loss: 1.7826, grad_norm: 4.8419 2021-07-13 20:48:43,077 - mmaction - INFO - Epoch [211][1820/1879] lr: 7.757e-03, eta: 20:26:45, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.5867, top5_acc: 0.7836, loss_cls: 1.7811, loss: 1.7811, grad_norm: 4.8346 2021-07-13 20:48:59,890 - mmaction - INFO - Epoch [211][1840/1879] lr: 7.757e-03, eta: 20:26:27, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5832, top5_acc: 0.7961, loss_cls: 1.7961, loss: 1.7961, grad_norm: 4.8134 2021-07-13 20:49:16,466 - mmaction - INFO - Epoch [211][1860/1879] lr: 7.757e-03, eta: 20:26:09, time: 0.827, data_time: 0.001, memory: 6454, top1_acc: 0.5852, top5_acc: 0.8031, loss_cls: 1.7565, loss: 1.7565, grad_norm: 4.8365 2021-07-13 20:51:07,980 - mmaction - INFO - Epoch [212][20/1879] lr: 7.432e-03, eta: 20:26:10, time: 4.558, data_time: 3.618, memory: 6454, top1_acc: 0.6035, top5_acc: 0.8016, loss_cls: 1.7316, loss: 1.7316, grad_norm: 4.7314 2021-07-13 20:51:24,552 - mmaction - INFO - Epoch [212][40/1879] lr: 7.432e-03, eta: 20:25:52, time: 0.828, data_time: 0.005, memory: 6454, top1_acc: 0.5992, top5_acc: 0.8008, loss_cls: 1.7428, loss: 1.7428, grad_norm: 4.7508 2021-07-13 20:51:41,167 - mmaction - INFO - Epoch [212][60/1879] lr: 7.432e-03, eta: 20:25:34, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.6207, top5_acc: 0.8191, loss_cls: 1.6490, loss: 1.6490, grad_norm: 4.6900 2021-07-13 20:51:58,173 - mmaction - INFO - Epoch [212][80/1879] lr: 7.432e-03, eta: 20:25:16, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.5945, top5_acc: 0.7949, loss_cls: 1.7537, loss: 1.7537, grad_norm: 4.8181 2021-07-13 20:52:14,770 - mmaction - INFO - Epoch [212][100/1879] lr: 7.432e-03, eta: 20:24:58, time: 0.831, data_time: 0.006, memory: 6454, top1_acc: 0.6059, top5_acc: 0.8063, loss_cls: 1.6867, loss: 1.6867, grad_norm: 4.7260 2021-07-13 20:52:31,585 - mmaction - INFO - Epoch [212][120/1879] lr: 7.432e-03, eta: 20:24:41, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7292, loss: 1.7292, grad_norm: 4.8218 2021-07-13 20:52:48,855 - mmaction - INFO - Epoch [212][140/1879] lr: 7.432e-03, eta: 20:24:23, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.6016, top5_acc: 0.8008, loss_cls: 1.7331, loss: 1.7331, grad_norm: 4.8090 2021-07-13 20:53:05,892 - mmaction - INFO - Epoch [212][160/1879] lr: 7.432e-03, eta: 20:24:06, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.5781, top5_acc: 0.8066, loss_cls: 1.7638, loss: 1.7638, grad_norm: 4.9398 2021-07-13 20:53:22,981 - mmaction - INFO - Epoch [212][180/1879] lr: 7.432e-03, eta: 20:23:48, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6023, top5_acc: 0.7992, loss_cls: 1.7230, loss: 1.7230, grad_norm: 4.8315 2021-07-13 20:53:39,675 - mmaction - INFO - Epoch [212][200/1879] lr: 7.432e-03, eta: 20:23:30, time: 0.835, data_time: 0.006, memory: 6454, top1_acc: 0.5832, top5_acc: 0.7992, loss_cls: 1.7929, loss: 1.7929, grad_norm: 5.0262 2021-07-13 20:53:56,544 - mmaction - INFO - Epoch [212][220/1879] lr: 7.432e-03, eta: 20:23:12, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.6012, top5_acc: 0.8051, loss_cls: 1.7194, loss: 1.7194, grad_norm: 4.7260 2021-07-13 20:54:13,510 - mmaction - INFO - Epoch [212][240/1879] lr: 7.432e-03, eta: 20:22:55, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.5941, top5_acc: 0.7957, loss_cls: 1.7632, loss: 1.7632, grad_norm: 4.8362 2021-07-13 20:54:30,389 - mmaction - INFO - Epoch [212][260/1879] lr: 7.432e-03, eta: 20:22:37, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6184, top5_acc: 0.8152, loss_cls: 1.6325, loss: 1.6325, grad_norm: 4.6799 2021-07-13 20:54:47,261 - mmaction - INFO - Epoch [212][280/1879] lr: 7.432e-03, eta: 20:22:19, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.5930, top5_acc: 0.7969, loss_cls: 1.7556, loss: 1.7556, grad_norm: 4.7750 2021-07-13 20:55:04,146 - mmaction - INFO - Epoch [212][300/1879] lr: 7.432e-03, eta: 20:22:02, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.5953, top5_acc: 0.7984, loss_cls: 1.7546, loss: 1.7546, grad_norm: 4.9100 2021-07-13 20:55:21,069 - mmaction - INFO - Epoch [212][320/1879] lr: 7.432e-03, eta: 20:21:44, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5820, top5_acc: 0.7887, loss_cls: 1.7878, loss: 1.7878, grad_norm: 4.9503 2021-07-13 20:55:38,060 - mmaction - INFO - Epoch [212][340/1879] lr: 7.432e-03, eta: 20:21:26, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6031, top5_acc: 0.8031, loss_cls: 1.6942, loss: 1.6942, grad_norm: 4.7436 2021-07-13 20:55:55,057 - mmaction - INFO - Epoch [212][360/1879] lr: 7.432e-03, eta: 20:21:09, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.5793, top5_acc: 0.7824, loss_cls: 1.8609, loss: 1.8609, grad_norm: 4.9857 2021-07-13 20:56:12,315 - mmaction - INFO - Epoch [212][380/1879] lr: 7.432e-03, eta: 20:20:51, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.6012, top5_acc: 0.8098, loss_cls: 1.7226, loss: 1.7226, grad_norm: 4.8934 2021-07-13 20:56:29,100 - mmaction - INFO - Epoch [212][400/1879] lr: 7.432e-03, eta: 20:20:33, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5961, top5_acc: 0.7949, loss_cls: 1.7770, loss: 1.7770, grad_norm: 4.8383 2021-07-13 20:56:46,314 - mmaction - INFO - Epoch [212][420/1879] lr: 7.432e-03, eta: 20:20:16, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.5922, top5_acc: 0.7895, loss_cls: 1.8121, loss: 1.8121, grad_norm: 4.9930 2021-07-13 20:57:03,104 - mmaction - INFO - Epoch [212][440/1879] lr: 7.432e-03, eta: 20:19:58, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5984, top5_acc: 0.8043, loss_cls: 1.7492, loss: 1.7492, grad_norm: 4.9296 2021-07-13 20:57:20,069 - mmaction - INFO - Epoch [212][460/1879] lr: 7.432e-03, eta: 20:19:40, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6051, top5_acc: 0.7977, loss_cls: 1.7082, loss: 1.7082, grad_norm: 4.8172 2021-07-13 20:57:36,880 - mmaction - INFO - Epoch [212][480/1879] lr: 7.432e-03, eta: 20:19:23, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5965, top5_acc: 0.8059, loss_cls: 1.7243, loss: 1.7243, grad_norm: 4.9080 2021-07-13 20:57:53,945 - mmaction - INFO - Epoch [212][500/1879] lr: 7.432e-03, eta: 20:19:05, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.5992, top5_acc: 0.7996, loss_cls: 1.7503, loss: 1.7503, grad_norm: 4.7814 2021-07-13 20:58:10,992 - mmaction - INFO - Epoch [212][520/1879] lr: 7.432e-03, eta: 20:18:47, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5934, top5_acc: 0.8055, loss_cls: 1.7540, loss: 1.7540, grad_norm: 4.8023 2021-07-13 20:58:27,713 - mmaction - INFO - Epoch [212][540/1879] lr: 7.432e-03, eta: 20:18:30, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.5910, top5_acc: 0.8059, loss_cls: 1.7461, loss: 1.7461, grad_norm: 4.8928 2021-07-13 20:58:44,897 - mmaction - INFO - Epoch [212][560/1879] lr: 7.432e-03, eta: 20:18:12, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.5891, top5_acc: 0.8070, loss_cls: 1.7232, loss: 1.7232, grad_norm: 4.9246 2021-07-13 20:59:01,721 - mmaction - INFO - Epoch [212][580/1879] lr: 7.432e-03, eta: 20:17:54, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.5824, top5_acc: 0.7937, loss_cls: 1.7301, loss: 1.7301, grad_norm: 4.6957 2021-07-13 20:59:18,604 - mmaction - INFO - Epoch [212][600/1879] lr: 7.432e-03, eta: 20:17:37, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5984, top5_acc: 0.7973, loss_cls: 1.7411, loss: 1.7411, grad_norm: 4.8550 2021-07-13 20:59:35,416 - mmaction - INFO - Epoch [212][620/1879] lr: 7.432e-03, eta: 20:17:19, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5871, top5_acc: 0.7922, loss_cls: 1.7564, loss: 1.7564, grad_norm: 4.9225 2021-07-13 20:59:52,001 - mmaction - INFO - Epoch [212][640/1879] lr: 7.432e-03, eta: 20:17:01, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.5988, top5_acc: 0.8082, loss_cls: 1.7090, loss: 1.7090, grad_norm: 4.9136 2021-07-13 21:00:08,833 - mmaction - INFO - Epoch [212][660/1879] lr: 7.432e-03, eta: 20:16:43, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.5879, top5_acc: 0.7949, loss_cls: 1.7670, loss: 1.7670, grad_norm: 4.9028 2021-07-13 21:00:25,860 - mmaction - INFO - Epoch [212][680/1879] lr: 7.432e-03, eta: 20:16:26, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5832, top5_acc: 0.7875, loss_cls: 1.7882, loss: 1.7882, grad_norm: 4.7810 2021-07-13 21:00:42,564 - mmaction - INFO - Epoch [212][700/1879] lr: 7.432e-03, eta: 20:16:08, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.5867, top5_acc: 0.7883, loss_cls: 1.7850, loss: 1.7850, grad_norm: 4.8416 2021-07-13 21:00:59,750 - mmaction - INFO - Epoch [212][720/1879] lr: 7.432e-03, eta: 20:15:50, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.5914, top5_acc: 0.7965, loss_cls: 1.8111, loss: 1.8111, grad_norm: 4.9810 2021-07-13 21:01:16,594 - mmaction - INFO - Epoch [212][740/1879] lr: 7.432e-03, eta: 20:15:32, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5867, top5_acc: 0.7953, loss_cls: 1.7689, loss: 1.7689, grad_norm: 4.8658 2021-07-13 21:01:33,708 - mmaction - INFO - Epoch [212][760/1879] lr: 7.432e-03, eta: 20:15:15, time: 0.855, data_time: 0.008, memory: 6454, top1_acc: 0.5996, top5_acc: 0.8039, loss_cls: 1.7228, loss: 1.7228, grad_norm: 4.8805 2021-07-13 21:01:50,623 - mmaction - INFO - Epoch [212][780/1879] lr: 7.432e-03, eta: 20:14:57, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5988, top5_acc: 0.8023, loss_cls: 1.7154, loss: 1.7154, grad_norm: 4.8798 2021-07-13 21:02:07,251 - mmaction - INFO - Epoch [212][800/1879] lr: 7.432e-03, eta: 20:14:39, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.5832, top5_acc: 0.7996, loss_cls: 1.7802, loss: 1.7802, grad_norm: 4.9898 2021-07-13 21:02:24,388 - mmaction - INFO - Epoch [212][820/1879] lr: 7.432e-03, eta: 20:14:22, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.5836, top5_acc: 0.7883, loss_cls: 1.7961, loss: 1.7961, grad_norm: 4.8259 2021-07-13 21:02:41,336 - mmaction - INFO - Epoch [212][840/1879] lr: 7.432e-03, eta: 20:14:04, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5891, top5_acc: 0.8000, loss_cls: 1.7488, loss: 1.7488, grad_norm: 4.7394 2021-07-13 21:02:58,211 - mmaction - INFO - Epoch [212][860/1879] lr: 7.432e-03, eta: 20:13:46, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5926, top5_acc: 0.8000, loss_cls: 1.7287, loss: 1.7287, grad_norm: 4.8185 2021-07-13 21:03:15,091 - mmaction - INFO - Epoch [212][880/1879] lr: 7.432e-03, eta: 20:13:29, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.5910, top5_acc: 0.8063, loss_cls: 1.7475, loss: 1.7475, grad_norm: 4.7521 2021-07-13 21:03:32,145 - mmaction - INFO - Epoch [212][900/1879] lr: 7.432e-03, eta: 20:13:11, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6156, top5_acc: 0.8207, loss_cls: 1.6228, loss: 1.6228, grad_norm: 4.6751 2021-07-13 21:03:49,043 - mmaction - INFO - Epoch [212][920/1879] lr: 7.432e-03, eta: 20:12:53, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5992, top5_acc: 0.8090, loss_cls: 1.7039, loss: 1.7039, grad_norm: 4.8871 2021-07-13 21:04:05,955 - mmaction - INFO - Epoch [212][940/1879] lr: 7.432e-03, eta: 20:12:36, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5953, top5_acc: 0.8039, loss_cls: 1.7320, loss: 1.7320, grad_norm: 4.8952 2021-07-13 21:04:22,768 - mmaction - INFO - Epoch [212][960/1879] lr: 7.432e-03, eta: 20:12:18, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5965, top5_acc: 0.8063, loss_cls: 1.7115, loss: 1.7115, grad_norm: 4.8464 2021-07-13 21:04:39,438 - mmaction - INFO - Epoch [212][980/1879] lr: 7.432e-03, eta: 20:12:00, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.5902, top5_acc: 0.8086, loss_cls: 1.7363, loss: 1.7363, grad_norm: 4.8643 2021-07-13 21:04:56,557 - mmaction - INFO - Epoch [212][1000/1879] lr: 7.432e-03, eta: 20:11:43, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5961, top5_acc: 0.7965, loss_cls: 1.7600, loss: 1.7600, grad_norm: 4.8807 2021-07-13 21:05:13,003 - mmaction - INFO - Epoch [212][1020/1879] lr: 7.432e-03, eta: 20:11:25, time: 0.823, data_time: 0.003, memory: 6454, top1_acc: 0.5875, top5_acc: 0.8059, loss_cls: 1.7776, loss: 1.7776, grad_norm: 4.9268 2021-07-13 21:05:29,700 - mmaction - INFO - Epoch [212][1040/1879] lr: 7.432e-03, eta: 20:11:07, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.6070, top5_acc: 0.8121, loss_cls: 1.7001, loss: 1.7001, grad_norm: 4.8848 2021-07-13 21:05:46,349 - mmaction - INFO - Epoch [212][1060/1879] lr: 7.432e-03, eta: 20:10:49, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.5914, top5_acc: 0.7977, loss_cls: 1.7455, loss: 1.7455, grad_norm: 4.8491 2021-07-13 21:06:03,412 - mmaction - INFO - Epoch [212][1080/1879] lr: 7.432e-03, eta: 20:10:31, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6188, top5_acc: 0.8035, loss_cls: 1.6842, loss: 1.6842, grad_norm: 4.7492 2021-07-13 21:06:20,592 - mmaction - INFO - Epoch [212][1100/1879] lr: 7.432e-03, eta: 20:10:14, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.5879, top5_acc: 0.7965, loss_cls: 1.7611, loss: 1.7611, grad_norm: 4.8523 2021-07-13 21:06:37,619 - mmaction - INFO - Epoch [212][1120/1879] lr: 7.432e-03, eta: 20:09:56, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6000, top5_acc: 0.8105, loss_cls: 1.7060, loss: 1.7060, grad_norm: 4.8453 2021-07-13 21:06:54,423 - mmaction - INFO - Epoch [212][1140/1879] lr: 7.432e-03, eta: 20:09:38, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5922, top5_acc: 0.8098, loss_cls: 1.7234, loss: 1.7234, grad_norm: 5.0451 2021-07-13 21:07:11,390 - mmaction - INFO - Epoch [212][1160/1879] lr: 7.432e-03, eta: 20:09:21, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5953, top5_acc: 0.8016, loss_cls: 1.7563, loss: 1.7563, grad_norm: 4.9062 2021-07-13 21:07:28,413 - mmaction - INFO - Epoch [212][1180/1879] lr: 7.432e-03, eta: 20:09:03, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6027, top5_acc: 0.8043, loss_cls: 1.7079, loss: 1.7079, grad_norm: 4.8903 2021-07-13 21:07:45,110 - mmaction - INFO - Epoch [212][1200/1879] lr: 7.432e-03, eta: 20:08:45, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.6008, top5_acc: 0.8059, loss_cls: 1.7290, loss: 1.7290, grad_norm: 4.8888 2021-07-13 21:08:02,179 - mmaction - INFO - Epoch [212][1220/1879] lr: 7.432e-03, eta: 20:08:28, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5910, top5_acc: 0.7875, loss_cls: 1.7910, loss: 1.7910, grad_norm: 5.0507 2021-07-13 21:08:18,951 - mmaction - INFO - Epoch [212][1240/1879] lr: 7.432e-03, eta: 20:08:10, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.5816, top5_acc: 0.8012, loss_cls: 1.7753, loss: 1.7753, grad_norm: 4.9447 2021-07-13 21:08:35,506 - mmaction - INFO - Epoch [212][1260/1879] lr: 7.432e-03, eta: 20:07:52, time: 0.828, data_time: 0.005, memory: 6454, top1_acc: 0.5961, top5_acc: 0.8023, loss_cls: 1.7426, loss: 1.7426, grad_norm: 4.9018 2021-07-13 21:08:52,262 - mmaction - INFO - Epoch [212][1280/1879] lr: 7.432e-03, eta: 20:07:34, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.6039, top5_acc: 0.8082, loss_cls: 1.6840, loss: 1.6840, grad_norm: 4.7714 2021-07-13 21:09:09,369 - mmaction - INFO - Epoch [212][1300/1879] lr: 7.432e-03, eta: 20:07:17, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5789, top5_acc: 0.7941, loss_cls: 1.7915, loss: 1.7915, grad_norm: 4.9940 2021-07-13 21:09:26,391 - mmaction - INFO - Epoch [212][1320/1879] lr: 7.432e-03, eta: 20:06:59, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5672, top5_acc: 0.7820, loss_cls: 1.8353, loss: 1.8353, grad_norm: 4.8905 2021-07-13 21:09:43,354 - mmaction - INFO - Epoch [212][1340/1879] lr: 7.432e-03, eta: 20:06:41, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5938, top5_acc: 0.8000, loss_cls: 1.7196, loss: 1.7196, grad_norm: 4.8570 2021-07-13 21:10:00,005 - mmaction - INFO - Epoch [212][1360/1879] lr: 7.432e-03, eta: 20:06:24, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.5836, top5_acc: 0.7961, loss_cls: 1.7713, loss: 1.7713, grad_norm: 4.9350 2021-07-13 21:10:16,806 - mmaction - INFO - Epoch [212][1380/1879] lr: 7.432e-03, eta: 20:06:06, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.5949, top5_acc: 0.7937, loss_cls: 1.7385, loss: 1.7385, grad_norm: 4.8583 2021-07-13 21:10:33,865 - mmaction - INFO - Epoch [212][1400/1879] lr: 7.432e-03, eta: 20:05:48, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.5828, top5_acc: 0.7949, loss_cls: 1.8083, loss: 1.8083, grad_norm: 4.9664 2021-07-13 21:10:50,492 - mmaction - INFO - Epoch [212][1420/1879] lr: 7.432e-03, eta: 20:05:30, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5840, top5_acc: 0.7836, loss_cls: 1.8123, loss: 1.8123, grad_norm: 4.7840 2021-07-13 21:11:07,090 - mmaction - INFO - Epoch [212][1440/1879] lr: 7.432e-03, eta: 20:05:12, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.5949, top5_acc: 0.8035, loss_cls: 1.7382, loss: 1.7382, grad_norm: 4.8488 2021-07-13 21:11:24,100 - mmaction - INFO - Epoch [212][1460/1879] lr: 7.432e-03, eta: 20:04:55, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5891, top5_acc: 0.8020, loss_cls: 1.7624, loss: 1.7624, grad_norm: 4.8687 2021-07-13 21:11:41,263 - mmaction - INFO - Epoch [212][1480/1879] lr: 7.432e-03, eta: 20:04:37, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6113, top5_acc: 0.8168, loss_cls: 1.6786, loss: 1.6786, grad_norm: 4.9235 2021-07-13 21:11:58,320 - mmaction - INFO - Epoch [212][1500/1879] lr: 7.432e-03, eta: 20:04:20, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5996, top5_acc: 0.8035, loss_cls: 1.7061, loss: 1.7061, grad_norm: 4.8486 2021-07-13 21:12:15,267 - mmaction - INFO - Epoch [212][1520/1879] lr: 7.432e-03, eta: 20:04:02, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5930, top5_acc: 0.7957, loss_cls: 1.7296, loss: 1.7296, grad_norm: 4.9089 2021-07-13 21:12:32,099 - mmaction - INFO - Epoch [212][1540/1879] lr: 7.432e-03, eta: 20:03:44, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5898, top5_acc: 0.8020, loss_cls: 1.7367, loss: 1.7367, grad_norm: 4.9042 2021-07-13 21:12:49,035 - mmaction - INFO - Epoch [212][1560/1879] lr: 7.432e-03, eta: 20:03:27, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5801, top5_acc: 0.7855, loss_cls: 1.8155, loss: 1.8155, grad_norm: 4.9309 2021-07-13 21:13:06,089 - mmaction - INFO - Epoch [212][1580/1879] lr: 7.432e-03, eta: 20:03:09, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6000, top5_acc: 0.8020, loss_cls: 1.7097, loss: 1.7097, grad_norm: 4.8781 2021-07-13 21:13:22,805 - mmaction - INFO - Epoch [212][1600/1879] lr: 7.432e-03, eta: 20:02:51, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.5977, top5_acc: 0.8043, loss_cls: 1.7142, loss: 1.7142, grad_norm: 4.7817 2021-07-13 21:13:39,696 - mmaction - INFO - Epoch [212][1620/1879] lr: 7.432e-03, eta: 20:02:34, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5844, top5_acc: 0.7980, loss_cls: 1.7610, loss: 1.7610, grad_norm: 4.9347 2021-07-13 21:13:56,581 - mmaction - INFO - Epoch [212][1640/1879] lr: 7.432e-03, eta: 20:02:16, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5902, top5_acc: 0.7957, loss_cls: 1.8139, loss: 1.8139, grad_norm: 4.8849 2021-07-13 21:14:13,697 - mmaction - INFO - Epoch [212][1660/1879] lr: 7.432e-03, eta: 20:01:58, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5801, top5_acc: 0.8008, loss_cls: 1.7605, loss: 1.7605, grad_norm: 4.9166 2021-07-13 21:14:30,837 - mmaction - INFO - Epoch [212][1680/1879] lr: 7.432e-03, eta: 20:01:41, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5938, top5_acc: 0.8187, loss_cls: 1.6919, loss: 1.6919, grad_norm: 4.9269 2021-07-13 21:14:47,846 - mmaction - INFO - Epoch [212][1700/1879] lr: 7.432e-03, eta: 20:01:23, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5969, top5_acc: 0.8086, loss_cls: 1.7065, loss: 1.7065, grad_norm: 4.8434 2021-07-13 21:15:04,863 - mmaction - INFO - Epoch [212][1720/1879] lr: 7.432e-03, eta: 20:01:05, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5930, top5_acc: 0.8023, loss_cls: 1.7255, loss: 1.7255, grad_norm: 4.9033 2021-07-13 21:15:21,930 - mmaction - INFO - Epoch [212][1740/1879] lr: 7.432e-03, eta: 20:00:48, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6004, top5_acc: 0.8129, loss_cls: 1.6893, loss: 1.6893, grad_norm: 4.8400 2021-07-13 21:15:38,705 - mmaction - INFO - Epoch [212][1760/1879] lr: 7.432e-03, eta: 20:00:30, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.5895, top5_acc: 0.7953, loss_cls: 1.7842, loss: 1.7842, grad_norm: 4.9729 2021-07-13 21:15:55,518 - mmaction - INFO - Epoch [212][1780/1879] lr: 7.432e-03, eta: 20:00:12, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5859, top5_acc: 0.7918, loss_cls: 1.7922, loss: 1.7922, grad_norm: 4.9455 2021-07-13 21:16:12,539 - mmaction - INFO - Epoch [212][1800/1879] lr: 7.432e-03, eta: 19:59:55, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5906, top5_acc: 0.8008, loss_cls: 1.7454, loss: 1.7454, grad_norm: 5.0039 2021-07-13 21:16:29,772 - mmaction - INFO - Epoch [212][1820/1879] lr: 7.432e-03, eta: 19:59:37, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.6094, top5_acc: 0.8082, loss_cls: 1.7063, loss: 1.7063, grad_norm: 4.8257 2021-07-13 21:16:46,927 - mmaction - INFO - Epoch [212][1840/1879] lr: 7.432e-03, eta: 19:59:20, time: 0.858, data_time: 0.002, memory: 6454, top1_acc: 0.5930, top5_acc: 0.8023, loss_cls: 1.7214, loss: 1.7214, grad_norm: 4.8631 2021-07-13 21:17:03,792 - mmaction - INFO - Epoch [212][1860/1879] lr: 7.432e-03, eta: 19:59:02, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.5957, top5_acc: 0.7926, loss_cls: 1.7451, loss: 1.7451, grad_norm: 4.8326 2021-07-13 21:17:27,439 - mmaction - INFO - Saving checkpoint at 212 epochs 2021-07-13 21:19:09,193 - mmaction - INFO - Epoch [213][20/1879] lr: 7.114e-03, eta: 19:59:06, time: 4.990, data_time: 4.067, memory: 6454, top1_acc: 0.6000, top5_acc: 0.8141, loss_cls: 1.6977, loss: 1.6977, grad_norm: 4.9030 2021-07-13 21:19:25,710 - mmaction - INFO - Epoch [213][40/1879] lr: 7.114e-03, eta: 19:58:48, time: 0.826, data_time: 0.005, memory: 6454, top1_acc: 0.5938, top5_acc: 0.8141, loss_cls: 1.7201, loss: 1.7201, grad_norm: 4.9251 2021-07-13 21:19:42,347 - mmaction - INFO - Epoch [213][60/1879] lr: 7.114e-03, eta: 19:58:30, time: 0.831, data_time: 0.006, memory: 6454, top1_acc: 0.5867, top5_acc: 0.8098, loss_cls: 1.7117, loss: 1.7117, grad_norm: 4.9048 2021-07-13 21:19:59,304 - mmaction - INFO - Epoch [213][80/1879] lr: 7.114e-03, eta: 19:58:13, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5961, top5_acc: 0.7992, loss_cls: 1.7201, loss: 1.7201, grad_norm: 4.6972 2021-07-13 21:20:16,096 - mmaction - INFO - Epoch [213][100/1879] lr: 7.114e-03, eta: 19:57:55, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6016, top5_acc: 0.8191, loss_cls: 1.6775, loss: 1.6775, grad_norm: 4.8774 2021-07-13 21:20:33,105 - mmaction - INFO - Epoch [213][120/1879] lr: 7.114e-03, eta: 19:57:37, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.5988, top5_acc: 0.7992, loss_cls: 1.7034, loss: 1.7034, grad_norm: 4.8236 2021-07-13 21:20:49,844 - mmaction - INFO - Epoch [213][140/1879] lr: 7.114e-03, eta: 19:57:20, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5895, top5_acc: 0.8063, loss_cls: 1.7311, loss: 1.7311, grad_norm: 5.0259 2021-07-13 21:21:06,687 - mmaction - INFO - Epoch [213][160/1879] lr: 7.114e-03, eta: 19:57:02, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.5965, top5_acc: 0.8004, loss_cls: 1.6822, loss: 1.6822, grad_norm: 4.8601 2021-07-13 21:21:23,390 - mmaction - INFO - Epoch [213][180/1879] lr: 7.114e-03, eta: 19:56:44, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.5988, top5_acc: 0.8113, loss_cls: 1.7142, loss: 1.7142, grad_norm: 4.8585 2021-07-13 21:21:40,499 - mmaction - INFO - Epoch [213][200/1879] lr: 7.114e-03, eta: 19:56:26, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.5828, top5_acc: 0.8012, loss_cls: 1.7409, loss: 1.7409, grad_norm: 4.9511 2021-07-13 21:21:57,470 - mmaction - INFO - Epoch [213][220/1879] lr: 7.114e-03, eta: 19:56:09, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5883, top5_acc: 0.8121, loss_cls: 1.7061, loss: 1.7061, grad_norm: 4.9532 2021-07-13 21:22:14,294 - mmaction - INFO - Epoch [213][240/1879] lr: 7.114e-03, eta: 19:55:51, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6027, top5_acc: 0.8113, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.8442 2021-07-13 21:22:31,430 - mmaction - INFO - Epoch [213][260/1879] lr: 7.114e-03, eta: 19:55:33, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5992, top5_acc: 0.8039, loss_cls: 1.7151, loss: 1.7151, grad_norm: 4.8369 2021-07-13 21:22:48,486 - mmaction - INFO - Epoch [213][280/1879] lr: 7.114e-03, eta: 19:55:16, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6094, top5_acc: 0.8211, loss_cls: 1.6518, loss: 1.6518, grad_norm: 4.8485 2021-07-13 21:23:05,531 - mmaction - INFO - Epoch [213][300/1879] lr: 7.114e-03, eta: 19:54:58, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6125, top5_acc: 0.8066, loss_cls: 1.7064, loss: 1.7064, grad_norm: 4.9056 2021-07-13 21:23:22,564 - mmaction - INFO - Epoch [213][320/1879] lr: 7.114e-03, eta: 19:54:41, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6020, top5_acc: 0.7953, loss_cls: 1.7429, loss: 1.7429, grad_norm: 4.9173 2021-07-13 21:23:39,630 - mmaction - INFO - Epoch [213][340/1879] lr: 7.114e-03, eta: 19:54:23, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6082, top5_acc: 0.8102, loss_cls: 1.6848, loss: 1.6848, grad_norm: 4.7890 2021-07-13 21:23:56,589 - mmaction - INFO - Epoch [213][360/1879] lr: 7.114e-03, eta: 19:54:05, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5906, top5_acc: 0.7949, loss_cls: 1.7417, loss: 1.7417, grad_norm: 4.8595 2021-07-13 21:24:13,561 - mmaction - INFO - Epoch [213][380/1879] lr: 7.114e-03, eta: 19:53:48, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6023, top5_acc: 0.7961, loss_cls: 1.7149, loss: 1.7149, grad_norm: 4.8665 2021-07-13 21:24:30,565 - mmaction - INFO - Epoch [213][400/1879] lr: 7.114e-03, eta: 19:53:30, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5906, top5_acc: 0.8000, loss_cls: 1.7561, loss: 1.7561, grad_norm: 4.8664 2021-07-13 21:24:47,550 - mmaction - INFO - Epoch [213][420/1879] lr: 7.114e-03, eta: 19:53:12, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5992, top5_acc: 0.8125, loss_cls: 1.6837, loss: 1.6837, grad_norm: 5.0061 2021-07-13 21:25:04,418 - mmaction - INFO - Epoch [213][440/1879] lr: 7.114e-03, eta: 19:52:55, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5926, top5_acc: 0.7895, loss_cls: 1.7500, loss: 1.7500, grad_norm: 4.9133 2021-07-13 21:25:21,361 - mmaction - INFO - Epoch [213][460/1879] lr: 7.114e-03, eta: 19:52:37, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6078, top5_acc: 0.8090, loss_cls: 1.7115, loss: 1.7115, grad_norm: 4.6570 2021-07-13 21:25:38,398 - mmaction - INFO - Epoch [213][480/1879] lr: 7.114e-03, eta: 19:52:19, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6012, top5_acc: 0.7969, loss_cls: 1.7133, loss: 1.7133, grad_norm: 4.8366 2021-07-13 21:25:55,583 - mmaction - INFO - Epoch [213][500/1879] lr: 7.114e-03, eta: 19:52:02, time: 0.864, data_time: 0.006, memory: 6454, top1_acc: 0.6125, top5_acc: 0.7977, loss_cls: 1.7448, loss: 1.7448, grad_norm: 4.9053 2021-07-13 21:26:12,435 - mmaction - INFO - Epoch [213][520/1879] lr: 7.114e-03, eta: 19:51:44, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.6000, top5_acc: 0.7996, loss_cls: 1.7210, loss: 1.7210, grad_norm: 4.9558 2021-07-13 21:26:29,238 - mmaction - INFO - Epoch [213][540/1879] lr: 7.114e-03, eta: 19:51:26, time: 0.843, data_time: 0.007, memory: 6454, top1_acc: 0.5926, top5_acc: 0.8051, loss_cls: 1.7147, loss: 1.7147, grad_norm: 4.8572 2021-07-13 21:26:46,330 - mmaction - INFO - Epoch [213][560/1879] lr: 7.114e-03, eta: 19:51:09, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.5930, top5_acc: 0.8055, loss_cls: 1.7170, loss: 1.7170, grad_norm: 4.8905 2021-07-13 21:27:02,941 - mmaction - INFO - Epoch [213][580/1879] lr: 7.114e-03, eta: 19:50:51, time: 0.830, data_time: 0.005, memory: 6454, top1_acc: 0.5922, top5_acc: 0.7973, loss_cls: 1.7294, loss: 1.7294, grad_norm: 4.8830 2021-07-13 21:27:20,067 - mmaction - INFO - Epoch [213][600/1879] lr: 7.114e-03, eta: 19:50:33, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6027, top5_acc: 0.8063, loss_cls: 1.7011, loss: 1.7011, grad_norm: 4.8097 2021-07-13 21:27:36,694 - mmaction - INFO - Epoch [213][620/1879] lr: 7.114e-03, eta: 19:50:15, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.5961, top5_acc: 0.8035, loss_cls: 1.7271, loss: 1.7271, grad_norm: 4.8142 2021-07-13 21:27:53,426 - mmaction - INFO - Epoch [213][640/1879] lr: 7.114e-03, eta: 19:49:58, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.6121, top5_acc: 0.8023, loss_cls: 1.7022, loss: 1.7022, grad_norm: 4.7851 2021-07-13 21:28:10,168 - mmaction - INFO - Epoch [213][660/1879] lr: 7.114e-03, eta: 19:49:40, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.5906, top5_acc: 0.7988, loss_cls: 1.7581, loss: 1.7581, grad_norm: 4.9510 2021-07-13 21:28:27,157 - mmaction - INFO - Epoch [213][680/1879] lr: 7.114e-03, eta: 19:49:22, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6086, top5_acc: 0.8094, loss_cls: 1.6876, loss: 1.6876, grad_norm: 4.7841 2021-07-13 21:28:44,261 - mmaction - INFO - Epoch [213][700/1879] lr: 7.114e-03, eta: 19:49:05, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6133, top5_acc: 0.8090, loss_cls: 1.6409, loss: 1.6409, grad_norm: 4.7684 2021-07-13 21:29:01,318 - mmaction - INFO - Epoch [213][720/1879] lr: 7.114e-03, eta: 19:48:47, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5938, top5_acc: 0.8012, loss_cls: 1.7278, loss: 1.7278, grad_norm: 4.8329 2021-07-13 21:29:18,017 - mmaction - INFO - Epoch [213][740/1879] lr: 7.114e-03, eta: 19:48:29, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.5922, top5_acc: 0.8063, loss_cls: 1.7320, loss: 1.7320, grad_norm: 4.8967 2021-07-13 21:29:34,843 - mmaction - INFO - Epoch [213][760/1879] lr: 7.114e-03, eta: 19:48:12, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6043, top5_acc: 0.8004, loss_cls: 1.7119, loss: 1.7119, grad_norm: 4.8656 2021-07-13 21:29:51,782 - mmaction - INFO - Epoch [213][780/1879] lr: 7.114e-03, eta: 19:47:54, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6047, top5_acc: 0.8082, loss_cls: 1.7155, loss: 1.7155, grad_norm: 4.9441 2021-07-13 21:30:08,968 - mmaction - INFO - Epoch [213][800/1879] lr: 7.114e-03, eta: 19:47:36, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.5969, top5_acc: 0.8070, loss_cls: 1.6942, loss: 1.6942, grad_norm: 4.8953 2021-07-13 21:30:25,905 - mmaction - INFO - Epoch [213][820/1879] lr: 7.114e-03, eta: 19:47:19, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5777, top5_acc: 0.7906, loss_cls: 1.8025, loss: 1.8025, grad_norm: 5.0480 2021-07-13 21:30:42,563 - mmaction - INFO - Epoch [213][840/1879] lr: 7.114e-03, eta: 19:47:01, time: 0.830, data_time: 0.005, memory: 6454, top1_acc: 0.5836, top5_acc: 0.7949, loss_cls: 1.7880, loss: 1.7880, grad_norm: 4.8931 2021-07-13 21:30:59,459 - mmaction - INFO - Epoch [213][860/1879] lr: 7.114e-03, eta: 19:46:43, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5813, top5_acc: 0.7891, loss_cls: 1.7980, loss: 1.7980, grad_norm: 5.0183 2021-07-13 21:31:16,619 - mmaction - INFO - Epoch [213][880/1879] lr: 7.114e-03, eta: 19:46:26, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6105, top5_acc: 0.8070, loss_cls: 1.6697, loss: 1.6697, grad_norm: 4.6908 2021-07-13 21:31:33,670 - mmaction - INFO - Epoch [213][900/1879] lr: 7.114e-03, eta: 19:46:08, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6016, top5_acc: 0.8203, loss_cls: 1.6484, loss: 1.6484, grad_norm: 4.7236 2021-07-13 21:31:50,637 - mmaction - INFO - Epoch [213][920/1879] lr: 7.114e-03, eta: 19:45:50, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5918, top5_acc: 0.8023, loss_cls: 1.7113, loss: 1.7113, grad_norm: 4.9270 2021-07-13 21:32:07,527 - mmaction - INFO - Epoch [213][940/1879] lr: 7.114e-03, eta: 19:45:33, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.6027, top5_acc: 0.8043, loss_cls: 1.6968, loss: 1.6968, grad_norm: 4.8569 2021-07-13 21:32:24,369 - mmaction - INFO - Epoch [213][960/1879] lr: 7.114e-03, eta: 19:45:15, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5980, top5_acc: 0.7988, loss_cls: 1.7348, loss: 1.7348, grad_norm: 4.8276 2021-07-13 21:32:41,043 - mmaction - INFO - Epoch [213][980/1879] lr: 7.114e-03, eta: 19:44:57, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.5957, top5_acc: 0.7934, loss_cls: 1.7460, loss: 1.7460, grad_norm: 4.8786 2021-07-13 21:32:58,034 - mmaction - INFO - Epoch [213][1000/1879] lr: 7.114e-03, eta: 19:44:39, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.5895, top5_acc: 0.7977, loss_cls: 1.7589, loss: 1.7589, grad_norm: 4.9033 2021-07-13 21:33:15,102 - mmaction - INFO - Epoch [213][1020/1879] lr: 7.114e-03, eta: 19:44:22, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.5840, top5_acc: 0.7891, loss_cls: 1.7780, loss: 1.7780, grad_norm: 4.7506 2021-07-13 21:33:31,659 - mmaction - INFO - Epoch [213][1040/1879] lr: 7.114e-03, eta: 19:44:04, time: 0.826, data_time: 0.005, memory: 6454, top1_acc: 0.6008, top5_acc: 0.8090, loss_cls: 1.6937, loss: 1.6937, grad_norm: 4.8084 2021-07-13 21:33:48,434 - mmaction - INFO - Epoch [213][1060/1879] lr: 7.114e-03, eta: 19:43:46, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6000, top5_acc: 0.7988, loss_cls: 1.7366, loss: 1.7366, grad_norm: 4.9021 2021-07-13 21:34:05,446 - mmaction - INFO - Epoch [213][1080/1879] lr: 7.114e-03, eta: 19:43:29, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5875, top5_acc: 0.8082, loss_cls: 1.7555, loss: 1.7555, grad_norm: 4.9867 2021-07-13 21:34:22,449 - mmaction - INFO - Epoch [213][1100/1879] lr: 7.114e-03, eta: 19:43:11, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5879, top5_acc: 0.7961, loss_cls: 1.7334, loss: 1.7334, grad_norm: 4.8814 2021-07-13 21:34:39,424 - mmaction - INFO - Epoch [213][1120/1879] lr: 7.114e-03, eta: 19:42:53, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5992, top5_acc: 0.8117, loss_cls: 1.6911, loss: 1.6911, grad_norm: 4.8451 2021-07-13 21:34:56,465 - mmaction - INFO - Epoch [213][1140/1879] lr: 7.114e-03, eta: 19:42:36, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.5797, top5_acc: 0.7949, loss_cls: 1.7788, loss: 1.7788, grad_norm: 4.9666 2021-07-13 21:35:13,314 - mmaction - INFO - Epoch [213][1160/1879] lr: 7.114e-03, eta: 19:42:18, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5902, top5_acc: 0.8121, loss_cls: 1.7065, loss: 1.7065, grad_norm: 4.9053 2021-07-13 21:35:29,972 - mmaction - INFO - Epoch [213][1180/1879] lr: 7.114e-03, eta: 19:42:00, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.6004, top5_acc: 0.8066, loss_cls: 1.7405, loss: 1.7405, grad_norm: 4.9132 2021-07-13 21:35:47,011 - mmaction - INFO - Epoch [213][1200/1879] lr: 7.114e-03, eta: 19:41:42, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5938, top5_acc: 0.7867, loss_cls: 1.7681, loss: 1.7681, grad_norm: 5.0411 2021-07-13 21:36:04,233 - mmaction - INFO - Epoch [213][1220/1879] lr: 7.114e-03, eta: 19:41:25, time: 0.862, data_time: 0.003, memory: 6454, top1_acc: 0.5879, top5_acc: 0.8035, loss_cls: 1.7466, loss: 1.7466, grad_norm: 4.9829 2021-07-13 21:36:21,135 - mmaction - INFO - Epoch [213][1240/1879] lr: 7.114e-03, eta: 19:41:07, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6082, top5_acc: 0.8070, loss_cls: 1.7034, loss: 1.7034, grad_norm: 4.9308 2021-07-13 21:36:38,036 - mmaction - INFO - Epoch [213][1260/1879] lr: 7.114e-03, eta: 19:40:50, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5758, top5_acc: 0.7871, loss_cls: 1.8000, loss: 1.8000, grad_norm: 5.1127 2021-07-13 21:36:54,838 - mmaction - INFO - Epoch [213][1280/1879] lr: 7.114e-03, eta: 19:40:32, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.5891, top5_acc: 0.7941, loss_cls: 1.7732, loss: 1.7732, grad_norm: 4.9478 2021-07-13 21:37:11,695 - mmaction - INFO - Epoch [213][1300/1879] lr: 7.114e-03, eta: 19:40:14, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.5910, top5_acc: 0.8098, loss_cls: 1.7060, loss: 1.7060, grad_norm: 4.8721 2021-07-13 21:37:28,605 - mmaction - INFO - Epoch [213][1320/1879] lr: 7.114e-03, eta: 19:39:56, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.5965, top5_acc: 0.7992, loss_cls: 1.7288, loss: 1.7288, grad_norm: 4.8979 2021-07-13 21:37:45,617 - mmaction - INFO - Epoch [213][1340/1879] lr: 7.114e-03, eta: 19:39:39, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5984, top5_acc: 0.8027, loss_cls: 1.7624, loss: 1.7624, grad_norm: 4.8878 2021-07-13 21:38:02,598 - mmaction - INFO - Epoch [213][1360/1879] lr: 7.114e-03, eta: 19:39:21, time: 0.851, data_time: 0.008, memory: 6454, top1_acc: 0.5891, top5_acc: 0.8012, loss_cls: 1.7164, loss: 1.7164, grad_norm: 4.9181 2021-07-13 21:38:19,588 - mmaction - INFO - Epoch [213][1380/1879] lr: 7.114e-03, eta: 19:39:04, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.5973, top5_acc: 0.8082, loss_cls: 1.6986, loss: 1.6986, grad_norm: 4.9266 2021-07-13 21:38:36,579 - mmaction - INFO - Epoch [213][1400/1879] lr: 7.114e-03, eta: 19:38:46, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5934, top5_acc: 0.8051, loss_cls: 1.7356, loss: 1.7356, grad_norm: 4.9699 2021-07-13 21:38:53,550 - mmaction - INFO - Epoch [213][1420/1879] lr: 7.114e-03, eta: 19:38:28, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5984, top5_acc: 0.8023, loss_cls: 1.7054, loss: 1.7054, grad_norm: 4.8200 2021-07-13 21:39:10,619 - mmaction - INFO - Epoch [213][1440/1879] lr: 7.114e-03, eta: 19:38:11, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5723, top5_acc: 0.7898, loss_cls: 1.8256, loss: 1.8256, grad_norm: 5.0172 2021-07-13 21:39:27,555 - mmaction - INFO - Epoch [213][1460/1879] lr: 7.114e-03, eta: 19:37:53, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6023, top5_acc: 0.8035, loss_cls: 1.7291, loss: 1.7291, grad_norm: 5.0087 2021-07-13 21:39:44,398 - mmaction - INFO - Epoch [213][1480/1879] lr: 7.114e-03, eta: 19:37:35, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6004, top5_acc: 0.8086, loss_cls: 1.7180, loss: 1.7180, grad_norm: 5.0220 2021-07-13 21:40:01,215 - mmaction - INFO - Epoch [213][1500/1879] lr: 7.114e-03, eta: 19:37:18, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5816, top5_acc: 0.7941, loss_cls: 1.7648, loss: 1.7648, grad_norm: 4.9434 2021-07-13 21:40:18,498 - mmaction - INFO - Epoch [213][1520/1879] lr: 7.114e-03, eta: 19:37:00, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.5996, top5_acc: 0.7984, loss_cls: 1.7253, loss: 1.7253, grad_norm: 5.0260 2021-07-13 21:40:35,329 - mmaction - INFO - Epoch [213][1540/1879] lr: 7.114e-03, eta: 19:36:42, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6199, top5_acc: 0.8051, loss_cls: 1.6932, loss: 1.6932, grad_norm: 4.9635 2021-07-13 21:40:52,347 - mmaction - INFO - Epoch [213][1560/1879] lr: 7.114e-03, eta: 19:36:25, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6148, top5_acc: 0.8121, loss_cls: 1.6667, loss: 1.6667, grad_norm: 4.9079 2021-07-13 21:41:09,485 - mmaction - INFO - Epoch [213][1580/1879] lr: 7.114e-03, eta: 19:36:07, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.5805, top5_acc: 0.7859, loss_cls: 1.8209, loss: 1.8209, grad_norm: 5.1696 2021-07-13 21:41:26,417 - mmaction - INFO - Epoch [213][1600/1879] lr: 7.114e-03, eta: 19:35:50, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5879, top5_acc: 0.8012, loss_cls: 1.7876, loss: 1.7876, grad_norm: 4.9821 2021-07-13 21:41:43,245 - mmaction - INFO - Epoch [213][1620/1879] lr: 7.114e-03, eta: 19:35:32, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6012, top5_acc: 0.8117, loss_cls: 1.6731, loss: 1.6731, grad_norm: 4.9081 2021-07-13 21:42:00,491 - mmaction - INFO - Epoch [213][1640/1879] lr: 7.114e-03, eta: 19:35:14, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.6062, top5_acc: 0.8133, loss_cls: 1.6743, loss: 1.6743, grad_norm: 4.9009 2021-07-13 21:42:16,920 - mmaction - INFO - Epoch [213][1660/1879] lr: 7.114e-03, eta: 19:34:56, time: 0.821, data_time: 0.004, memory: 6454, top1_acc: 0.5969, top5_acc: 0.8055, loss_cls: 1.6990, loss: 1.6990, grad_norm: 4.9016 2021-07-13 21:42:33,466 - mmaction - INFO - Epoch [213][1680/1879] lr: 7.114e-03, eta: 19:34:38, time: 0.828, data_time: 0.002, memory: 6454, top1_acc: 0.6039, top5_acc: 0.8094, loss_cls: 1.6832, loss: 1.6832, grad_norm: 4.9421 2021-07-13 21:42:50,701 - mmaction - INFO - Epoch [213][1700/1879] lr: 7.114e-03, eta: 19:34:21, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.5867, top5_acc: 0.7902, loss_cls: 1.7752, loss: 1.7752, grad_norm: 5.0189 2021-07-13 21:43:07,565 - mmaction - INFO - Epoch [213][1720/1879] lr: 7.114e-03, eta: 19:34:03, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5926, top5_acc: 0.7793, loss_cls: 1.8026, loss: 1.8026, grad_norm: 4.9627 2021-07-13 21:43:24,661 - mmaction - INFO - Epoch [213][1740/1879] lr: 7.114e-03, eta: 19:33:46, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.5816, top5_acc: 0.7891, loss_cls: 1.7952, loss: 1.7952, grad_norm: 5.0296 2021-07-13 21:43:41,576 - mmaction - INFO - Epoch [213][1760/1879] lr: 7.114e-03, eta: 19:33:28, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.5816, top5_acc: 0.8008, loss_cls: 1.7570, loss: 1.7570, grad_norm: 4.9173 2021-07-13 21:43:58,306 - mmaction - INFO - Epoch [213][1780/1879] lr: 7.114e-03, eta: 19:33:10, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.5742, top5_acc: 0.7898, loss_cls: 1.8082, loss: 1.8082, grad_norm: 5.0579 2021-07-13 21:44:15,147 - mmaction - INFO - Epoch [213][1800/1879] lr: 7.114e-03, eta: 19:32:53, time: 0.842, data_time: 0.007, memory: 6454, top1_acc: 0.6074, top5_acc: 0.7969, loss_cls: 1.7303, loss: 1.7303, grad_norm: 4.8610 2021-07-13 21:44:32,204 - mmaction - INFO - Epoch [213][1820/1879] lr: 7.114e-03, eta: 19:32:35, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5875, top5_acc: 0.8023, loss_cls: 1.7477, loss: 1.7477, grad_norm: 4.8378 2021-07-13 21:44:49,131 - mmaction - INFO - Epoch [213][1840/1879] lr: 7.114e-03, eta: 19:32:17, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5777, top5_acc: 0.7906, loss_cls: 1.7713, loss: 1.7713, grad_norm: 4.8954 2021-07-13 21:45:06,095 - mmaction - INFO - Epoch [213][1860/1879] lr: 7.114e-03, eta: 19:32:00, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5809, top5_acc: 0.8016, loss_cls: 1.7625, loss: 1.7625, grad_norm: 4.9605 2021-07-13 21:46:59,019 - mmaction - INFO - Epoch [214][20/1879] lr: 6.801e-03, eta: 19:31:56, time: 4.424, data_time: 3.518, memory: 6454, top1_acc: 0.5996, top5_acc: 0.8090, loss_cls: 1.7008, loss: 1.7008, grad_norm: 4.9955 2021-07-13 21:47:15,378 - mmaction - INFO - Epoch [214][40/1879] lr: 6.801e-03, eta: 19:31:38, time: 0.817, data_time: 0.005, memory: 6454, top1_acc: 0.6082, top5_acc: 0.8125, loss_cls: 1.6762, loss: 1.6762, grad_norm: 4.8606 2021-07-13 21:47:31,936 - mmaction - INFO - Epoch [214][60/1879] lr: 6.801e-03, eta: 19:31:20, time: 0.826, data_time: 0.004, memory: 6454, top1_acc: 0.5953, top5_acc: 0.8078, loss_cls: 1.6981, loss: 1.6981, grad_norm: 4.9555 2021-07-13 21:47:48,729 - mmaction - INFO - Epoch [214][80/1879] lr: 6.801e-03, eta: 19:31:02, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6270, top5_acc: 0.8141, loss_cls: 1.6389, loss: 1.6389, grad_norm: 4.9620 2021-07-13 21:48:05,343 - mmaction - INFO - Epoch [214][100/1879] lr: 6.801e-03, eta: 19:30:45, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.6082, top5_acc: 0.8156, loss_cls: 1.6740, loss: 1.6740, grad_norm: 4.9502 2021-07-13 21:48:22,153 - mmaction - INFO - Epoch [214][120/1879] lr: 6.801e-03, eta: 19:30:27, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.5793, top5_acc: 0.7969, loss_cls: 1.7937, loss: 1.7937, grad_norm: 5.0890 2021-07-13 21:48:39,061 - mmaction - INFO - Epoch [214][140/1879] lr: 6.801e-03, eta: 19:30:09, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6043, top5_acc: 0.8012, loss_cls: 1.7232, loss: 1.7232, grad_norm: 4.9948 2021-07-13 21:48:55,920 - mmaction - INFO - Epoch [214][160/1879] lr: 6.801e-03, eta: 19:29:51, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.5992, top5_acc: 0.7992, loss_cls: 1.7177, loss: 1.7177, grad_norm: 4.9214 2021-07-13 21:49:13,051 - mmaction - INFO - Epoch [214][180/1879] lr: 6.801e-03, eta: 19:29:34, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5969, top5_acc: 0.8109, loss_cls: 1.6936, loss: 1.6936, grad_norm: 4.9406 2021-07-13 21:49:29,847 - mmaction - INFO - Epoch [214][200/1879] lr: 6.801e-03, eta: 19:29:16, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5973, top5_acc: 0.8043, loss_cls: 1.7112, loss: 1.7112, grad_norm: 4.9777 2021-07-13 21:49:46,980 - mmaction - INFO - Epoch [214][220/1879] lr: 6.801e-03, eta: 19:28:59, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6074, top5_acc: 0.8047, loss_cls: 1.6602, loss: 1.6602, grad_norm: 4.8462 2021-07-13 21:50:03,870 - mmaction - INFO - Epoch [214][240/1879] lr: 6.801e-03, eta: 19:28:41, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5906, top5_acc: 0.8074, loss_cls: 1.6974, loss: 1.6974, grad_norm: 5.0332 2021-07-13 21:50:20,454 - mmaction - INFO - Epoch [214][260/1879] lr: 6.801e-03, eta: 19:28:23, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.5953, top5_acc: 0.8094, loss_cls: 1.6893, loss: 1.6893, grad_norm: 4.9871 2021-07-13 21:50:37,560 - mmaction - INFO - Epoch [214][280/1879] lr: 6.801e-03, eta: 19:28:05, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6199, top5_acc: 0.8152, loss_cls: 1.6589, loss: 1.6589, grad_norm: 4.8483 2021-07-13 21:50:54,148 - mmaction - INFO - Epoch [214][300/1879] lr: 6.801e-03, eta: 19:27:48, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.6012, top5_acc: 0.8086, loss_cls: 1.6994, loss: 1.6994, grad_norm: 5.0106 2021-07-13 21:51:11,271 - mmaction - INFO - Epoch [214][320/1879] lr: 6.801e-03, eta: 19:27:30, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6074, top5_acc: 0.8012, loss_cls: 1.6826, loss: 1.6826, grad_norm: 4.9100 2021-07-13 21:51:28,281 - mmaction - INFO - Epoch [214][340/1879] lr: 6.801e-03, eta: 19:27:12, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.5895, top5_acc: 0.8000, loss_cls: 1.7263, loss: 1.7263, grad_norm: 4.9100 2021-07-13 21:51:44,847 - mmaction - INFO - Epoch [214][360/1879] lr: 6.801e-03, eta: 19:26:55, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.6059, top5_acc: 0.7961, loss_cls: 1.7361, loss: 1.7361, grad_norm: 5.0065 2021-07-13 21:52:01,793 - mmaction - INFO - Epoch [214][380/1879] lr: 6.801e-03, eta: 19:26:37, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.5961, top5_acc: 0.8004, loss_cls: 1.7356, loss: 1.7356, grad_norm: 4.9436 2021-07-13 21:52:18,711 - mmaction - INFO - Epoch [214][400/1879] lr: 6.801e-03, eta: 19:26:19, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6070, top5_acc: 0.8047, loss_cls: 1.6934, loss: 1.6934, grad_norm: 4.8773 2021-07-13 21:52:35,432 - mmaction - INFO - Epoch [214][420/1879] lr: 6.801e-03, eta: 19:26:01, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.6105, top5_acc: 0.8027, loss_cls: 1.6831, loss: 1.6831, grad_norm: 4.9104 2021-07-13 21:52:52,635 - mmaction - INFO - Epoch [214][440/1879] lr: 6.801e-03, eta: 19:25:44, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.6055, top5_acc: 0.8074, loss_cls: 1.7088, loss: 1.7088, grad_norm: 4.9673 2021-07-13 21:53:09,259 - mmaction - INFO - Epoch [214][460/1879] lr: 6.801e-03, eta: 19:25:26, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.5805, top5_acc: 0.7910, loss_cls: 1.7911, loss: 1.7911, grad_norm: 5.0961 2021-07-13 21:53:26,339 - mmaction - INFO - Epoch [214][480/1879] lr: 6.801e-03, eta: 19:25:08, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5992, top5_acc: 0.8203, loss_cls: 1.6717, loss: 1.6717, grad_norm: 4.9920 2021-07-13 21:53:43,437 - mmaction - INFO - Epoch [214][500/1879] lr: 6.801e-03, eta: 19:24:51, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6016, top5_acc: 0.8047, loss_cls: 1.7111, loss: 1.7111, grad_norm: 5.0433 2021-07-13 21:54:00,420 - mmaction - INFO - Epoch [214][520/1879] lr: 6.801e-03, eta: 19:24:33, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5832, top5_acc: 0.7973, loss_cls: 1.7466, loss: 1.7466, grad_norm: 5.0053 2021-07-13 21:54:17,241 - mmaction - INFO - Epoch [214][540/1879] lr: 6.801e-03, eta: 19:24:15, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.6086, top5_acc: 0.8039, loss_cls: 1.7109, loss: 1.7109, grad_norm: 4.8418 2021-07-13 21:54:34,332 - mmaction - INFO - Epoch [214][560/1879] lr: 6.801e-03, eta: 19:23:58, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6121, top5_acc: 0.8207, loss_cls: 1.6456, loss: 1.6456, grad_norm: 4.9071 2021-07-13 21:54:51,040 - mmaction - INFO - Epoch [214][580/1879] lr: 6.801e-03, eta: 19:23:40, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.5977, top5_acc: 0.8152, loss_cls: 1.6969, loss: 1.6969, grad_norm: 5.1017 2021-07-13 21:55:07,979 - mmaction - INFO - Epoch [214][600/1879] lr: 6.801e-03, eta: 19:23:22, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6051, top5_acc: 0.8109, loss_cls: 1.6975, loss: 1.6975, grad_norm: 4.9581 2021-07-13 21:55:24,958 - mmaction - INFO - Epoch [214][620/1879] lr: 6.801e-03, eta: 19:23:05, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6094, top5_acc: 0.7969, loss_cls: 1.7154, loss: 1.7154, grad_norm: 4.9892 2021-07-13 21:55:42,040 - mmaction - INFO - Epoch [214][640/1879] lr: 6.801e-03, eta: 19:22:47, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6020, top5_acc: 0.8035, loss_cls: 1.7178, loss: 1.7178, grad_norm: 4.9885 2021-07-13 21:55:59,177 - mmaction - INFO - Epoch [214][660/1879] lr: 6.801e-03, eta: 19:22:30, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.6078, top5_acc: 0.8109, loss_cls: 1.6862, loss: 1.6862, grad_norm: 4.9460 2021-07-13 21:56:16,040 - mmaction - INFO - Epoch [214][680/1879] lr: 6.801e-03, eta: 19:22:12, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6062, top5_acc: 0.8145, loss_cls: 1.6803, loss: 1.6803, grad_norm: 4.9291 2021-07-13 21:56:33,185 - mmaction - INFO - Epoch [214][700/1879] lr: 6.801e-03, eta: 19:21:54, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5957, top5_acc: 0.8012, loss_cls: 1.7293, loss: 1.7293, grad_norm: 5.0102 2021-07-13 21:56:50,352 - mmaction - INFO - Epoch [214][720/1879] lr: 6.801e-03, eta: 19:21:37, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.5902, top5_acc: 0.7984, loss_cls: 1.7532, loss: 1.7532, grad_norm: 4.9540 2021-07-13 21:57:07,466 - mmaction - INFO - Epoch [214][740/1879] lr: 6.801e-03, eta: 19:21:19, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6098, top5_acc: 0.8094, loss_cls: 1.6717, loss: 1.6717, grad_norm: 4.9172 2021-07-13 21:57:24,459 - mmaction - INFO - Epoch [214][760/1879] lr: 6.801e-03, eta: 19:21:02, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.5844, top5_acc: 0.7961, loss_cls: 1.7501, loss: 1.7501, grad_norm: 4.8918 2021-07-13 21:57:41,522 - mmaction - INFO - Epoch [214][780/1879] lr: 6.801e-03, eta: 19:20:44, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5977, top5_acc: 0.8109, loss_cls: 1.7038, loss: 1.7038, grad_norm: 4.9477 2021-07-13 21:57:58,563 - mmaction - INFO - Epoch [214][800/1879] lr: 6.801e-03, eta: 19:20:26, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5980, top5_acc: 0.8105, loss_cls: 1.7054, loss: 1.7054, grad_norm: 4.9190 2021-07-13 21:58:15,375 - mmaction - INFO - Epoch [214][820/1879] lr: 6.801e-03, eta: 19:20:09, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5984, top5_acc: 0.8047, loss_cls: 1.7237, loss: 1.7237, grad_norm: 4.9168 2021-07-13 21:58:32,423 - mmaction - INFO - Epoch [214][840/1879] lr: 6.801e-03, eta: 19:19:51, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.5836, top5_acc: 0.7949, loss_cls: 1.7799, loss: 1.7799, grad_norm: 5.0029 2021-07-13 21:58:49,463 - mmaction - INFO - Epoch [214][860/1879] lr: 6.801e-03, eta: 19:19:33, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5973, top5_acc: 0.7984, loss_cls: 1.7256, loss: 1.7256, grad_norm: 4.9450 2021-07-13 21:59:06,438 - mmaction - INFO - Epoch [214][880/1879] lr: 6.801e-03, eta: 19:19:16, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5973, top5_acc: 0.8012, loss_cls: 1.7386, loss: 1.7386, grad_norm: 4.9149 2021-07-13 21:59:23,193 - mmaction - INFO - Epoch [214][900/1879] lr: 6.801e-03, eta: 19:18:58, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.5879, top5_acc: 0.8078, loss_cls: 1.7379, loss: 1.7379, grad_norm: 5.0271 2021-07-13 21:59:40,218 - mmaction - INFO - Epoch [214][920/1879] lr: 6.801e-03, eta: 19:18:40, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.5965, top5_acc: 0.7926, loss_cls: 1.7592, loss: 1.7592, grad_norm: 4.9511 2021-07-13 21:59:57,231 - mmaction - INFO - Epoch [214][940/1879] lr: 6.801e-03, eta: 19:18:23, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5949, top5_acc: 0.8027, loss_cls: 1.7209, loss: 1.7209, grad_norm: 4.8803 2021-07-13 22:00:14,264 - mmaction - INFO - Epoch [214][960/1879] lr: 6.801e-03, eta: 19:18:05, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.5871, top5_acc: 0.8020, loss_cls: 1.7434, loss: 1.7434, grad_norm: 4.9462 2021-07-13 22:00:31,424 - mmaction - INFO - Epoch [214][980/1879] lr: 6.801e-03, eta: 19:17:48, time: 0.862, data_time: 0.006, memory: 6454, top1_acc: 0.5949, top5_acc: 0.8086, loss_cls: 1.6982, loss: 1.6982, grad_norm: 4.9548 2021-07-13 22:00:48,251 - mmaction - INFO - Epoch [214][1000/1879] lr: 6.801e-03, eta: 19:17:30, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.5926, top5_acc: 0.8027, loss_cls: 1.7546, loss: 1.7546, grad_norm: 5.0069 2021-07-13 22:01:05,192 - mmaction - INFO - Epoch [214][1020/1879] lr: 6.801e-03, eta: 19:17:12, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6082, top5_acc: 0.8070, loss_cls: 1.7113, loss: 1.7113, grad_norm: 4.9977 2021-07-13 22:01:22,276 - mmaction - INFO - Epoch [214][1040/1879] lr: 6.801e-03, eta: 19:16:55, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5965, top5_acc: 0.8086, loss_cls: 1.7351, loss: 1.7351, grad_norm: 5.0251 2021-07-13 22:01:38,955 - mmaction - INFO - Epoch [214][1060/1879] lr: 6.801e-03, eta: 19:16:37, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.6016, top5_acc: 0.8090, loss_cls: 1.7108, loss: 1.7108, grad_norm: 4.9096 2021-07-13 22:01:55,818 - mmaction - INFO - Epoch [214][1080/1879] lr: 6.801e-03, eta: 19:16:19, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5992, top5_acc: 0.8078, loss_cls: 1.7077, loss: 1.7077, grad_norm: 5.0789 2021-07-13 22:02:12,940 - mmaction - INFO - Epoch [214][1100/1879] lr: 6.801e-03, eta: 19:16:02, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6016, top5_acc: 0.8063, loss_cls: 1.6688, loss: 1.6688, grad_norm: 5.0099 2021-07-13 22:02:30,196 - mmaction - INFO - Epoch [214][1120/1879] lr: 6.801e-03, eta: 19:15:44, time: 0.865, data_time: 0.004, memory: 6454, top1_acc: 0.5984, top5_acc: 0.7980, loss_cls: 1.7255, loss: 1.7255, grad_norm: 4.9450 2021-07-13 22:02:47,156 - mmaction - INFO - Epoch [214][1140/1879] lr: 6.801e-03, eta: 19:15:27, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.5926, top5_acc: 0.8004, loss_cls: 1.7485, loss: 1.7485, grad_norm: 4.9617 2021-07-13 22:03:04,173 - mmaction - INFO - Epoch [214][1160/1879] lr: 6.801e-03, eta: 19:15:09, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5992, top5_acc: 0.7992, loss_cls: 1.7270, loss: 1.7270, grad_norm: 4.9299 2021-07-13 22:03:21,278 - mmaction - INFO - Epoch [214][1180/1879] lr: 6.801e-03, eta: 19:14:51, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5848, top5_acc: 0.7953, loss_cls: 1.7664, loss: 1.7664, grad_norm: 4.9712 2021-07-13 22:03:37,850 - mmaction - INFO - Epoch [214][1200/1879] lr: 6.801e-03, eta: 19:14:33, time: 0.828, data_time: 0.002, memory: 6454, top1_acc: 0.5813, top5_acc: 0.7957, loss_cls: 1.7567, loss: 1.7567, grad_norm: 4.9917 2021-07-13 22:03:54,979 - mmaction - INFO - Epoch [214][1220/1879] lr: 6.801e-03, eta: 19:14:16, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.5840, top5_acc: 0.7996, loss_cls: 1.7533, loss: 1.7533, grad_norm: 5.0024 2021-07-13 22:04:11,906 - mmaction - INFO - Epoch [214][1240/1879] lr: 6.801e-03, eta: 19:13:58, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6098, top5_acc: 0.8102, loss_cls: 1.6589, loss: 1.6589, grad_norm: 4.9809 2021-07-13 22:04:28,833 - mmaction - INFO - Epoch [214][1260/1879] lr: 6.801e-03, eta: 19:13:41, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6082, top5_acc: 0.8172, loss_cls: 1.6698, loss: 1.6698, grad_norm: 5.0041 2021-07-13 22:04:45,903 - mmaction - INFO - Epoch [214][1280/1879] lr: 6.801e-03, eta: 19:13:23, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5938, top5_acc: 0.8016, loss_cls: 1.7165, loss: 1.7165, grad_norm: 4.9614 2021-07-13 22:05:02,841 - mmaction - INFO - Epoch [214][1300/1879] lr: 6.801e-03, eta: 19:13:05, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6145, top5_acc: 0.8207, loss_cls: 1.6272, loss: 1.6272, grad_norm: 4.9565 2021-07-13 22:05:19,992 - mmaction - INFO - Epoch [214][1320/1879] lr: 6.801e-03, eta: 19:12:48, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.5875, top5_acc: 0.7988, loss_cls: 1.7223, loss: 1.7223, grad_norm: 5.0875 2021-07-13 22:05:36,876 - mmaction - INFO - Epoch [214][1340/1879] lr: 6.801e-03, eta: 19:12:30, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6066, top5_acc: 0.8137, loss_cls: 1.6713, loss: 1.6713, grad_norm: 5.0769 2021-07-13 22:05:53,773 - mmaction - INFO - Epoch [214][1360/1879] lr: 6.801e-03, eta: 19:12:12, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5984, top5_acc: 0.7969, loss_cls: 1.7192, loss: 1.7192, grad_norm: 4.9353 2021-07-13 22:06:10,325 - mmaction - INFO - Epoch [214][1380/1879] lr: 6.801e-03, eta: 19:11:55, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.6020, top5_acc: 0.8043, loss_cls: 1.7432, loss: 1.7432, grad_norm: 4.9709 2021-07-13 22:06:27,711 - mmaction - INFO - Epoch [214][1400/1879] lr: 6.801e-03, eta: 19:11:37, time: 0.869, data_time: 0.003, memory: 6454, top1_acc: 0.5801, top5_acc: 0.8078, loss_cls: 1.7367, loss: 1.7367, grad_norm: 5.0877 2021-07-13 22:06:44,507 - mmaction - INFO - Epoch [214][1420/1879] lr: 6.801e-03, eta: 19:11:19, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6004, top5_acc: 0.8102, loss_cls: 1.6933, loss: 1.6933, grad_norm: 4.9540 2021-07-13 22:07:00,912 - mmaction - INFO - Epoch [214][1440/1879] lr: 6.801e-03, eta: 19:11:01, time: 0.821, data_time: 0.005, memory: 6454, top1_acc: 0.6000, top5_acc: 0.8148, loss_cls: 1.6789, loss: 1.6789, grad_norm: 4.9269 2021-07-13 22:07:17,923 - mmaction - INFO - Epoch [214][1460/1879] lr: 6.801e-03, eta: 19:10:44, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5969, top5_acc: 0.8004, loss_cls: 1.7370, loss: 1.7370, grad_norm: 4.9810 2021-07-13 22:07:34,813 - mmaction - INFO - Epoch [214][1480/1879] lr: 6.801e-03, eta: 19:10:26, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6055, top5_acc: 0.8055, loss_cls: 1.7049, loss: 1.7049, grad_norm: 4.9718 2021-07-13 22:07:51,544 - mmaction - INFO - Epoch [214][1500/1879] lr: 6.801e-03, eta: 19:10:08, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.5910, top5_acc: 0.8039, loss_cls: 1.7545, loss: 1.7545, grad_norm: 5.1200 2021-07-13 22:08:08,238 - mmaction - INFO - Epoch [214][1520/1879] lr: 6.801e-03, eta: 19:09:51, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.6027, top5_acc: 0.8176, loss_cls: 1.6820, loss: 1.6820, grad_norm: 4.9754 2021-07-13 22:08:25,547 - mmaction - INFO - Epoch [214][1540/1879] lr: 6.801e-03, eta: 19:09:33, time: 0.866, data_time: 0.006, memory: 6454, top1_acc: 0.5957, top5_acc: 0.7941, loss_cls: 1.7835, loss: 1.7835, grad_norm: 4.9842 2021-07-13 22:08:42,269 - mmaction - INFO - Epoch [214][1560/1879] lr: 6.801e-03, eta: 19:09:15, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.5914, top5_acc: 0.7988, loss_cls: 1.7548, loss: 1.7548, grad_norm: 4.9369 2021-07-13 22:08:59,116 - mmaction - INFO - Epoch [214][1580/1879] lr: 6.801e-03, eta: 19:08:58, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.5715, top5_acc: 0.7953, loss_cls: 1.7713, loss: 1.7713, grad_norm: 5.0603 2021-07-13 22:09:16,131 - mmaction - INFO - Epoch [214][1600/1879] lr: 6.801e-03, eta: 19:08:40, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5945, top5_acc: 0.7832, loss_cls: 1.7940, loss: 1.7940, grad_norm: 5.0548 2021-07-13 22:09:32,822 - mmaction - INFO - Epoch [214][1620/1879] lr: 6.801e-03, eta: 19:08:22, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.5984, top5_acc: 0.8090, loss_cls: 1.7191, loss: 1.7191, grad_norm: 5.0329 2021-07-13 22:09:50,039 - mmaction - INFO - Epoch [214][1640/1879] lr: 6.801e-03, eta: 19:08:05, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.5934, top5_acc: 0.7941, loss_cls: 1.7665, loss: 1.7665, grad_norm: 5.0557 2021-07-13 22:10:07,119 - mmaction - INFO - Epoch [214][1660/1879] lr: 6.801e-03, eta: 19:07:47, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6051, top5_acc: 0.8059, loss_cls: 1.7283, loss: 1.7283, grad_norm: 5.0425 2021-07-13 22:10:23,917 - mmaction - INFO - Epoch [214][1680/1879] lr: 6.801e-03, eta: 19:07:29, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5949, top5_acc: 0.8172, loss_cls: 1.6940, loss: 1.6940, grad_norm: 5.0463 2021-07-13 22:10:41,082 - mmaction - INFO - Epoch [214][1700/1879] lr: 6.801e-03, eta: 19:07:12, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5887, top5_acc: 0.8023, loss_cls: 1.7507, loss: 1.7507, grad_norm: 4.9801 2021-07-13 22:10:58,139 - mmaction - INFO - Epoch [214][1720/1879] lr: 6.801e-03, eta: 19:06:54, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5961, top5_acc: 0.8035, loss_cls: 1.7289, loss: 1.7289, grad_norm: 5.0418 2021-07-13 22:11:15,134 - mmaction - INFO - Epoch [214][1740/1879] lr: 6.801e-03, eta: 19:06:37, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5906, top5_acc: 0.7937, loss_cls: 1.7493, loss: 1.7493, grad_norm: 5.0182 2021-07-13 22:11:32,068 - mmaction - INFO - Epoch [214][1760/1879] lr: 6.801e-03, eta: 19:06:19, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5840, top5_acc: 0.7926, loss_cls: 1.7949, loss: 1.7949, grad_norm: 5.0001 2021-07-13 22:11:48,459 - mmaction - INFO - Epoch [214][1780/1879] lr: 6.801e-03, eta: 19:06:01, time: 0.820, data_time: 0.002, memory: 6454, top1_acc: 0.5969, top5_acc: 0.8133, loss_cls: 1.6771, loss: 1.6771, grad_norm: 4.9834 2021-07-13 22:12:05,513 - mmaction - INFO - Epoch [214][1800/1879] lr: 6.801e-03, eta: 19:05:43, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5973, top5_acc: 0.8094, loss_cls: 1.6998, loss: 1.6998, grad_norm: 4.9560 2021-07-13 22:12:22,652 - mmaction - INFO - Epoch [214][1820/1879] lr: 6.801e-03, eta: 19:05:26, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5871, top5_acc: 0.8016, loss_cls: 1.7471, loss: 1.7471, grad_norm: 4.9850 2021-07-13 22:12:39,719 - mmaction - INFO - Epoch [214][1840/1879] lr: 6.801e-03, eta: 19:05:08, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6004, top5_acc: 0.7922, loss_cls: 1.7848, loss: 1.7848, grad_norm: 5.1138 2021-07-13 22:12:56,800 - mmaction - INFO - Epoch [214][1860/1879] lr: 6.801e-03, eta: 19:04:51, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.5773, top5_acc: 0.7898, loss_cls: 1.7990, loss: 1.7990, grad_norm: 5.1346 2021-07-13 22:15:04,716 - mmaction - INFO - Epoch [215][20/1879] lr: 6.496e-03, eta: 19:04:55, time: 5.251, data_time: 4.318, memory: 6454, top1_acc: 0.6125, top5_acc: 0.8254, loss_cls: 1.6322, loss: 1.6322, grad_norm: 4.9279 2021-07-13 22:15:21,162 - mmaction - INFO - Epoch [215][40/1879] lr: 6.496e-03, eta: 19:04:37, time: 0.822, data_time: 0.001, memory: 6454, top1_acc: 0.6012, top5_acc: 0.8113, loss_cls: 1.6974, loss: 1.6974, grad_norm: 5.0326 2021-07-13 22:15:37,686 - mmaction - INFO - Epoch [215][60/1879] lr: 6.496e-03, eta: 19:04:19, time: 0.825, data_time: 0.004, memory: 6454, top1_acc: 0.6027, top5_acc: 0.8121, loss_cls: 1.6894, loss: 1.6894, grad_norm: 5.0043 2021-07-13 22:15:54,611 - mmaction - INFO - Epoch [215][80/1879] lr: 6.496e-03, eta: 19:04:02, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.5980, top5_acc: 0.7910, loss_cls: 1.7453, loss: 1.7453, grad_norm: 4.8709 2021-07-13 22:16:11,342 - mmaction - INFO - Epoch [215][100/1879] lr: 6.496e-03, eta: 19:03:44, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.6047, top5_acc: 0.8098, loss_cls: 1.6898, loss: 1.6898, grad_norm: 4.9431 2021-07-13 22:16:28,258 - mmaction - INFO - Epoch [215][120/1879] lr: 6.496e-03, eta: 19:03:26, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6125, top5_acc: 0.8215, loss_cls: 1.6089, loss: 1.6089, grad_norm: 4.9461 2021-07-13 22:16:45,202 - mmaction - INFO - Epoch [215][140/1879] lr: 6.496e-03, eta: 19:03:08, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6098, top5_acc: 0.8086, loss_cls: 1.6589, loss: 1.6589, grad_norm: 4.9617 2021-07-13 22:17:02,240 - mmaction - INFO - Epoch [215][160/1879] lr: 6.496e-03, eta: 19:02:51, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.5973, top5_acc: 0.8070, loss_cls: 1.6900, loss: 1.6900, grad_norm: 5.1017 2021-07-13 22:17:19,064 - mmaction - INFO - Epoch [215][180/1879] lr: 6.496e-03, eta: 19:02:33, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.6105, top5_acc: 0.8117, loss_cls: 1.6750, loss: 1.6750, grad_norm: 4.9071 2021-07-13 22:17:36,036 - mmaction - INFO - Epoch [215][200/1879] lr: 6.496e-03, eta: 19:02:15, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6172, top5_acc: 0.8133, loss_cls: 1.6387, loss: 1.6387, grad_norm: 4.8967 2021-07-13 22:17:52,809 - mmaction - INFO - Epoch [215][220/1879] lr: 6.496e-03, eta: 19:01:58, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.5961, top5_acc: 0.8066, loss_cls: 1.6940, loss: 1.6940, grad_norm: 5.0074 2021-07-13 22:18:09,814 - mmaction - INFO - Epoch [215][240/1879] lr: 6.496e-03, eta: 19:01:40, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5945, top5_acc: 0.7945, loss_cls: 1.7531, loss: 1.7531, grad_norm: 5.0063 2021-07-13 22:18:26,840 - mmaction - INFO - Epoch [215][260/1879] lr: 6.496e-03, eta: 19:01:22, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6047, top5_acc: 0.8070, loss_cls: 1.6887, loss: 1.6887, grad_norm: 5.0803 2021-07-13 22:18:43,801 - mmaction - INFO - Epoch [215][280/1879] lr: 6.496e-03, eta: 19:01:05, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6020, top5_acc: 0.7984, loss_cls: 1.7055, loss: 1.7055, grad_norm: 4.9467 2021-07-13 22:19:00,798 - mmaction - INFO - Epoch [215][300/1879] lr: 6.496e-03, eta: 19:00:47, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.5941, top5_acc: 0.8043, loss_cls: 1.7090, loss: 1.7090, grad_norm: 5.0807 2021-07-13 22:19:17,627 - mmaction - INFO - Epoch [215][320/1879] lr: 6.496e-03, eta: 19:00:29, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.5988, top5_acc: 0.8035, loss_cls: 1.7069, loss: 1.7069, grad_norm: 4.9626 2021-07-13 22:19:34,557 - mmaction - INFO - Epoch [215][340/1879] lr: 6.496e-03, eta: 19:00:12, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5836, top5_acc: 0.8016, loss_cls: 1.7532, loss: 1.7532, grad_norm: 5.0420 2021-07-13 22:19:51,505 - mmaction - INFO - Epoch [215][360/1879] lr: 6.496e-03, eta: 18:59:54, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6137, top5_acc: 0.8090, loss_cls: 1.6611, loss: 1.6611, grad_norm: 4.8502 2021-07-13 22:20:08,367 - mmaction - INFO - Epoch [215][380/1879] lr: 6.496e-03, eta: 18:59:36, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.5938, top5_acc: 0.8082, loss_cls: 1.7279, loss: 1.7279, grad_norm: 5.0724 2021-07-13 22:20:25,369 - mmaction - INFO - Epoch [215][400/1879] lr: 6.496e-03, eta: 18:59:19, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8160, loss_cls: 1.6293, loss: 1.6293, grad_norm: 4.8416 2021-07-13 22:20:42,398 - mmaction - INFO - Epoch [215][420/1879] lr: 6.496e-03, eta: 18:59:01, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6055, top5_acc: 0.8063, loss_cls: 1.6782, loss: 1.6782, grad_norm: 4.8725 2021-07-13 22:20:59,251 - mmaction - INFO - Epoch [215][440/1879] lr: 6.496e-03, eta: 18:58:43, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6074, top5_acc: 0.8168, loss_cls: 1.6778, loss: 1.6778, grad_norm: 4.9668 2021-07-13 22:21:16,390 - mmaction - INFO - Epoch [215][460/1879] lr: 6.496e-03, eta: 18:58:26, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.6102, top5_acc: 0.8148, loss_cls: 1.6787, loss: 1.6787, grad_norm: 4.9460 2021-07-13 22:21:33,172 - mmaction - INFO - Epoch [215][480/1879] lr: 6.496e-03, eta: 18:58:08, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.6090, top5_acc: 0.8137, loss_cls: 1.6546, loss: 1.6546, grad_norm: 4.9487 2021-07-13 22:21:50,240 - mmaction - INFO - Epoch [215][500/1879] lr: 6.496e-03, eta: 18:57:50, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6137, top5_acc: 0.8191, loss_cls: 1.6640, loss: 1.6640, grad_norm: 4.9578 2021-07-13 22:22:07,182 - mmaction - INFO - Epoch [215][520/1879] lr: 6.496e-03, eta: 18:57:33, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8172, loss_cls: 1.6676, loss: 1.6676, grad_norm: 4.9791 2021-07-13 22:22:24,163 - mmaction - INFO - Epoch [215][540/1879] lr: 6.496e-03, eta: 18:57:15, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6129, top5_acc: 0.7984, loss_cls: 1.7068, loss: 1.7068, grad_norm: 4.9535 2021-07-13 22:22:41,306 - mmaction - INFO - Epoch [215][560/1879] lr: 6.496e-03, eta: 18:56:58, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.5883, top5_acc: 0.7875, loss_cls: 1.7801, loss: 1.7801, grad_norm: 5.0692 2021-07-13 22:22:58,343 - mmaction - INFO - Epoch [215][580/1879] lr: 6.496e-03, eta: 18:56:40, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6078, top5_acc: 0.8105, loss_cls: 1.6490, loss: 1.6490, grad_norm: 4.9171 2021-07-13 22:23:15,268 - mmaction - INFO - Epoch [215][600/1879] lr: 6.496e-03, eta: 18:56:22, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8117, loss_cls: 1.6594, loss: 1.6594, grad_norm: 4.7800 2021-07-13 22:23:32,030 - mmaction - INFO - Epoch [215][620/1879] lr: 6.496e-03, eta: 18:56:05, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.6047, top5_acc: 0.7965, loss_cls: 1.7091, loss: 1.7091, grad_norm: 4.9216 2021-07-13 22:23:49,153 - mmaction - INFO - Epoch [215][640/1879] lr: 6.496e-03, eta: 18:55:47, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.5973, top5_acc: 0.7957, loss_cls: 1.7328, loss: 1.7328, grad_norm: 5.0358 2021-07-13 22:24:05,955 - mmaction - INFO - Epoch [215][660/1879] lr: 6.496e-03, eta: 18:55:29, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.5902, top5_acc: 0.7992, loss_cls: 1.7551, loss: 1.7551, grad_norm: 5.1640 2021-07-13 22:24:23,125 - mmaction - INFO - Epoch [215][680/1879] lr: 6.496e-03, eta: 18:55:12, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5938, top5_acc: 0.8035, loss_cls: 1.7347, loss: 1.7347, grad_norm: 5.0961 2021-07-13 22:24:40,191 - mmaction - INFO - Epoch [215][700/1879] lr: 6.496e-03, eta: 18:54:54, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6098, top5_acc: 0.8137, loss_cls: 1.6918, loss: 1.6918, grad_norm: 4.9740 2021-07-13 22:24:57,091 - mmaction - INFO - Epoch [215][720/1879] lr: 6.496e-03, eta: 18:54:36, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.5996, top5_acc: 0.8055, loss_cls: 1.7318, loss: 1.7318, grad_norm: 5.0599 2021-07-13 22:25:14,111 - mmaction - INFO - Epoch [215][740/1879] lr: 6.496e-03, eta: 18:54:19, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5992, top5_acc: 0.8094, loss_cls: 1.6942, loss: 1.6942, grad_norm: 5.0800 2021-07-13 22:25:31,004 - mmaction - INFO - Epoch [215][760/1879] lr: 6.496e-03, eta: 18:54:01, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6094, top5_acc: 0.8020, loss_cls: 1.7178, loss: 1.7178, grad_norm: 5.0452 2021-07-13 22:25:48,144 - mmaction - INFO - Epoch [215][780/1879] lr: 6.496e-03, eta: 18:53:44, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.6035, top5_acc: 0.8035, loss_cls: 1.7117, loss: 1.7117, grad_norm: 4.9641 2021-07-13 22:26:04,823 - mmaction - INFO - Epoch [215][800/1879] lr: 6.496e-03, eta: 18:53:26, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5945, top5_acc: 0.8113, loss_cls: 1.6989, loss: 1.6989, grad_norm: 5.1430 2021-07-13 22:26:21,999 - mmaction - INFO - Epoch [215][820/1879] lr: 6.496e-03, eta: 18:53:08, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.5957, top5_acc: 0.8008, loss_cls: 1.7437, loss: 1.7437, grad_norm: 5.0418 2021-07-13 22:26:39,000 - mmaction - INFO - Epoch [215][840/1879] lr: 6.496e-03, eta: 18:52:51, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6078, top5_acc: 0.8070, loss_cls: 1.6696, loss: 1.6696, grad_norm: 4.9873 2021-07-13 22:26:55,707 - mmaction - INFO - Epoch [215][860/1879] lr: 6.496e-03, eta: 18:52:33, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.6141, top5_acc: 0.8117, loss_cls: 1.6681, loss: 1.6681, grad_norm: 4.9511 2021-07-13 22:27:12,308 - mmaction - INFO - Epoch [215][880/1879] lr: 6.496e-03, eta: 18:52:15, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.5984, top5_acc: 0.8043, loss_cls: 1.6818, loss: 1.6818, grad_norm: 4.9410 2021-07-13 22:27:29,320 - mmaction - INFO - Epoch [215][900/1879] lr: 6.496e-03, eta: 18:51:57, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6242, top5_acc: 0.8176, loss_cls: 1.6350, loss: 1.6350, grad_norm: 4.9530 2021-07-13 22:27:46,130 - mmaction - INFO - Epoch [215][920/1879] lr: 6.496e-03, eta: 18:51:40, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.5977, top5_acc: 0.8074, loss_cls: 1.6909, loss: 1.6909, grad_norm: 5.0446 2021-07-13 22:28:03,150 - mmaction - INFO - Epoch [215][940/1879] lr: 6.496e-03, eta: 18:51:22, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6012, top5_acc: 0.7980, loss_cls: 1.7074, loss: 1.7074, grad_norm: 4.9458 2021-07-13 22:28:20,276 - mmaction - INFO - Epoch [215][960/1879] lr: 6.496e-03, eta: 18:51:04, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5977, top5_acc: 0.7996, loss_cls: 1.7142, loss: 1.7142, grad_norm: 5.1039 2021-07-13 22:28:37,311 - mmaction - INFO - Epoch [215][980/1879] lr: 6.496e-03, eta: 18:50:47, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6074, top5_acc: 0.8125, loss_cls: 1.6720, loss: 1.6720, grad_norm: 4.9937 2021-07-13 22:28:54,314 - mmaction - INFO - Epoch [215][1000/1879] lr: 6.496e-03, eta: 18:50:29, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6172, top5_acc: 0.8039, loss_cls: 1.6685, loss: 1.6685, grad_norm: 4.8752 2021-07-13 22:29:11,296 - mmaction - INFO - Epoch [215][1020/1879] lr: 6.496e-03, eta: 18:50:12, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6043, top5_acc: 0.8117, loss_cls: 1.7057, loss: 1.7057, grad_norm: 4.9915 2021-07-13 22:29:28,174 - mmaction - INFO - Epoch [215][1040/1879] lr: 6.496e-03, eta: 18:49:54, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6164, top5_acc: 0.8141, loss_cls: 1.6378, loss: 1.6378, grad_norm: 4.9059 2021-07-13 22:29:45,021 - mmaction - INFO - Epoch [215][1060/1879] lr: 6.496e-03, eta: 18:49:36, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5992, top5_acc: 0.8059, loss_cls: 1.7240, loss: 1.7240, grad_norm: 5.0131 2021-07-13 22:30:01,699 - mmaction - INFO - Epoch [215][1080/1879] lr: 6.496e-03, eta: 18:49:18, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.6000, top5_acc: 0.8023, loss_cls: 1.7318, loss: 1.7318, grad_norm: 5.0719 2021-07-13 22:30:18,272 - mmaction - INFO - Epoch [215][1100/1879] lr: 6.496e-03, eta: 18:49:01, time: 0.831, data_time: 0.006, memory: 6454, top1_acc: 0.5914, top5_acc: 0.8094, loss_cls: 1.7142, loss: 1.7142, grad_norm: 5.0935 2021-07-13 22:30:35,313 - mmaction - INFO - Epoch [215][1120/1879] lr: 6.496e-03, eta: 18:48:43, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6020, top5_acc: 0.7996, loss_cls: 1.7213, loss: 1.7213, grad_norm: 5.1409 2021-07-13 22:30:52,313 - mmaction - INFO - Epoch [215][1140/1879] lr: 6.496e-03, eta: 18:48:25, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8180, loss_cls: 1.6695, loss: 1.6695, grad_norm: 5.0757 2021-07-13 22:31:09,124 - mmaction - INFO - Epoch [215][1160/1879] lr: 6.496e-03, eta: 18:48:08, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.5984, top5_acc: 0.8066, loss_cls: 1.7045, loss: 1.7045, grad_norm: 5.0829 2021-07-13 22:31:26,334 - mmaction - INFO - Epoch [215][1180/1879] lr: 6.496e-03, eta: 18:47:50, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.6043, top5_acc: 0.7969, loss_cls: 1.7205, loss: 1.7205, grad_norm: 5.1110 2021-07-13 22:31:43,240 - mmaction - INFO - Epoch [215][1200/1879] lr: 6.496e-03, eta: 18:47:32, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.5879, top5_acc: 0.7949, loss_cls: 1.7707, loss: 1.7707, grad_norm: 5.2413 2021-07-13 22:32:00,577 - mmaction - INFO - Epoch [215][1220/1879] lr: 6.496e-03, eta: 18:47:15, time: 0.865, data_time: 0.005, memory: 6454, top1_acc: 0.5965, top5_acc: 0.8004, loss_cls: 1.7478, loss: 1.7478, grad_norm: 5.1264 2021-07-13 22:32:17,688 - mmaction - INFO - Epoch [215][1240/1879] lr: 6.496e-03, eta: 18:46:57, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.5965, top5_acc: 0.7980, loss_cls: 1.7277, loss: 1.7277, grad_norm: 5.0258 2021-07-13 22:32:34,315 - mmaction - INFO - Epoch [215][1260/1879] lr: 6.496e-03, eta: 18:46:40, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.6012, top5_acc: 0.8043, loss_cls: 1.7076, loss: 1.7076, grad_norm: 5.0630 2021-07-13 22:32:51,242 - mmaction - INFO - Epoch [215][1280/1879] lr: 6.496e-03, eta: 18:46:22, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6113, top5_acc: 0.8027, loss_cls: 1.6733, loss: 1.6733, grad_norm: 4.9750 2021-07-13 22:33:08,064 - mmaction - INFO - Epoch [215][1300/1879] lr: 6.496e-03, eta: 18:46:04, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6113, top5_acc: 0.8137, loss_cls: 1.6869, loss: 1.6869, grad_norm: 4.9193 2021-07-13 22:33:25,014 - mmaction - INFO - Epoch [215][1320/1879] lr: 6.496e-03, eta: 18:45:47, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.5863, top5_acc: 0.8098, loss_cls: 1.7027, loss: 1.7027, grad_norm: 5.0741 2021-07-13 22:33:42,098 - mmaction - INFO - Epoch [215][1340/1879] lr: 6.496e-03, eta: 18:45:29, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5891, top5_acc: 0.7937, loss_cls: 1.7417, loss: 1.7417, grad_norm: 5.0310 2021-07-13 22:33:59,134 - mmaction - INFO - Epoch [215][1360/1879] lr: 6.496e-03, eta: 18:45:11, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5973, top5_acc: 0.8008, loss_cls: 1.7374, loss: 1.7374, grad_norm: 5.0545 2021-07-13 22:34:16,323 - mmaction - INFO - Epoch [215][1380/1879] lr: 6.496e-03, eta: 18:44:54, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6121, top5_acc: 0.8066, loss_cls: 1.6775, loss: 1.6775, grad_norm: 4.8969 2021-07-13 22:34:33,569 - mmaction - INFO - Epoch [215][1400/1879] lr: 6.496e-03, eta: 18:44:36, time: 0.863, data_time: 0.003, memory: 6454, top1_acc: 0.5934, top5_acc: 0.8059, loss_cls: 1.7463, loss: 1.7463, grad_norm: 5.1254 2021-07-13 22:34:50,623 - mmaction - INFO - Epoch [215][1420/1879] lr: 6.496e-03, eta: 18:44:19, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6016, top5_acc: 0.8000, loss_cls: 1.7251, loss: 1.7251, grad_norm: 5.0515 2021-07-13 22:35:07,621 - mmaction - INFO - Epoch [215][1440/1879] lr: 6.496e-03, eta: 18:44:01, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5887, top5_acc: 0.7992, loss_cls: 1.7147, loss: 1.7147, grad_norm: 4.9776 2021-07-13 22:35:24,809 - mmaction - INFO - Epoch [215][1460/1879] lr: 6.496e-03, eta: 18:43:44, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.6000, top5_acc: 0.8043, loss_cls: 1.7069, loss: 1.7069, grad_norm: 5.1145 2021-07-13 22:35:41,512 - mmaction - INFO - Epoch [215][1480/1879] lr: 6.496e-03, eta: 18:43:26, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.6023, top5_acc: 0.8031, loss_cls: 1.7040, loss: 1.7040, grad_norm: 4.9792 2021-07-13 22:35:58,601 - mmaction - INFO - Epoch [215][1500/1879] lr: 6.496e-03, eta: 18:43:08, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5848, top5_acc: 0.7965, loss_cls: 1.7581, loss: 1.7581, grad_norm: 5.0613 2021-07-13 22:36:15,728 - mmaction - INFO - Epoch [215][1520/1879] lr: 6.496e-03, eta: 18:42:51, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6145, top5_acc: 0.8090, loss_cls: 1.6521, loss: 1.6521, grad_norm: 4.9883 2021-07-13 22:36:32,798 - mmaction - INFO - Epoch [215][1540/1879] lr: 6.496e-03, eta: 18:42:33, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6055, top5_acc: 0.8117, loss_cls: 1.6511, loss: 1.6511, grad_norm: 4.9248 2021-07-13 22:36:49,659 - mmaction - INFO - Epoch [215][1560/1879] lr: 6.496e-03, eta: 18:42:15, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.5867, top5_acc: 0.7977, loss_cls: 1.7804, loss: 1.7804, grad_norm: 5.1531 2021-07-13 22:37:06,089 - mmaction - INFO - Epoch [215][1580/1879] lr: 6.496e-03, eta: 18:41:57, time: 0.820, data_time: 0.002, memory: 6454, top1_acc: 0.6012, top5_acc: 0.8039, loss_cls: 1.6955, loss: 1.6955, grad_norm: 4.9284 2021-07-13 22:37:23,024 - mmaction - INFO - Epoch [215][1600/1879] lr: 6.496e-03, eta: 18:41:40, time: 0.847, data_time: 0.007, memory: 6454, top1_acc: 0.6086, top5_acc: 0.8203, loss_cls: 1.6502, loss: 1.6502, grad_norm: 4.9745 2021-07-13 22:37:40,273 - mmaction - INFO - Epoch [215][1620/1879] lr: 6.496e-03, eta: 18:41:22, time: 0.863, data_time: 0.004, memory: 6454, top1_acc: 0.6184, top5_acc: 0.8094, loss_cls: 1.6561, loss: 1.6561, grad_norm: 4.8669 2021-07-13 22:37:56,748 - mmaction - INFO - Epoch [215][1640/1879] lr: 6.496e-03, eta: 18:41:04, time: 0.825, data_time: 0.003, memory: 6454, top1_acc: 0.6141, top5_acc: 0.8117, loss_cls: 1.6812, loss: 1.6812, grad_norm: 5.0205 2021-07-13 22:38:13,744 - mmaction - INFO - Epoch [215][1660/1879] lr: 6.496e-03, eta: 18:40:47, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6090, top5_acc: 0.8137, loss_cls: 1.6593, loss: 1.6593, grad_norm: 4.9096 2021-07-13 22:38:30,434 - mmaction - INFO - Epoch [215][1680/1879] lr: 6.496e-03, eta: 18:40:29, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.6082, top5_acc: 0.8230, loss_cls: 1.6250, loss: 1.6250, grad_norm: 4.9551 2021-07-13 22:38:47,430 - mmaction - INFO - Epoch [215][1700/1879] lr: 6.496e-03, eta: 18:40:11, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6047, top5_acc: 0.8074, loss_cls: 1.7001, loss: 1.7001, grad_norm: 5.0722 2021-07-13 22:39:04,209 - mmaction - INFO - Epoch [215][1720/1879] lr: 6.496e-03, eta: 18:39:54, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.6082, top5_acc: 0.8129, loss_cls: 1.6773, loss: 1.6773, grad_norm: 4.9774 2021-07-13 22:39:21,420 - mmaction - INFO - Epoch [215][1740/1879] lr: 6.496e-03, eta: 18:39:36, time: 0.859, data_time: 0.001, memory: 6454, top1_acc: 0.6004, top5_acc: 0.8012, loss_cls: 1.7309, loss: 1.7309, grad_norm: 5.0659 2021-07-13 22:39:38,361 - mmaction - INFO - Epoch [215][1760/1879] lr: 6.496e-03, eta: 18:39:19, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6047, top5_acc: 0.8102, loss_cls: 1.6875, loss: 1.6875, grad_norm: 5.1731 2021-07-13 22:39:55,487 - mmaction - INFO - Epoch [215][1780/1879] lr: 6.496e-03, eta: 18:39:01, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.5816, top5_acc: 0.8035, loss_cls: 1.7564, loss: 1.7564, grad_norm: 5.0996 2021-07-13 22:40:12,429 - mmaction - INFO - Epoch [215][1800/1879] lr: 6.496e-03, eta: 18:38:43, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.5867, top5_acc: 0.8000, loss_cls: 1.7421, loss: 1.7421, grad_norm: 5.1494 2021-07-13 22:40:29,607 - mmaction - INFO - Epoch [215][1820/1879] lr: 6.496e-03, eta: 18:38:26, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.5930, top5_acc: 0.7961, loss_cls: 1.7393, loss: 1.7393, grad_norm: 4.9228 2021-07-13 22:40:46,707 - mmaction - INFO - Epoch [215][1840/1879] lr: 6.496e-03, eta: 18:38:08, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8102, loss_cls: 1.6921, loss: 1.6921, grad_norm: 4.9131 2021-07-13 22:41:03,826 - mmaction - INFO - Epoch [215][1860/1879] lr: 6.496e-03, eta: 18:37:51, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.6016, top5_acc: 0.8176, loss_cls: 1.6756, loss: 1.6756, grad_norm: 4.9948 2021-07-13 22:44:36,270 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-13 22:44:37,108 - mmaction - INFO - top1_acc 0.6474 top5_acc 0.8581 2021-07-13 22:44:37,108 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-13 22:44:37,168 - mmaction - INFO - mean_acc 0.6474 2021-07-13 22:44:38,021 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_215.pth. 2021-07-13 22:44:38,021 - mmaction - INFO - Best top1_acc is 0.6474 at 215 epoch. 2021-07-13 22:44:38,030 - mmaction - INFO - Epoch(val) [215][155] top1_acc: 0.6474, top5_acc: 0.8581, mean_class_accuracy: 0.6474 2021-07-13 22:45:30,688 - mmaction - INFO - Epoch [216][20/1879] lr: 6.196e-03, eta: 18:37:26, time: 2.633, data_time: 1.629, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8156, loss_cls: 1.6663, loss: 1.6663, grad_norm: 4.9583 2021-07-13 22:45:47,044 - mmaction - INFO - Epoch [216][40/1879] lr: 6.196e-03, eta: 18:37:08, time: 0.817, data_time: 0.005, memory: 6454, top1_acc: 0.6074, top5_acc: 0.8172, loss_cls: 1.6642, loss: 1.6642, grad_norm: 5.0031 2021-07-13 22:46:03,452 - mmaction - INFO - Epoch [216][60/1879] lr: 6.196e-03, eta: 18:36:50, time: 0.819, data_time: 0.004, memory: 6454, top1_acc: 0.6098, top5_acc: 0.8133, loss_cls: 1.6795, loss: 1.6795, grad_norm: 5.1726 2021-07-13 22:46:20,255 - mmaction - INFO - Epoch [216][80/1879] lr: 6.196e-03, eta: 18:36:33, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.6188, top5_acc: 0.8039, loss_cls: 1.6801, loss: 1.6801, grad_norm: 5.0198 2021-07-13 22:46:37,026 - mmaction - INFO - Epoch [216][100/1879] lr: 6.196e-03, eta: 18:36:15, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6031, top5_acc: 0.8121, loss_cls: 1.6715, loss: 1.6715, grad_norm: 5.1215 2021-07-13 22:46:53,792 - mmaction - INFO - Epoch [216][120/1879] lr: 6.196e-03, eta: 18:35:57, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.5848, top5_acc: 0.8031, loss_cls: 1.7280, loss: 1.7280, grad_norm: 5.1892 2021-07-13 22:47:10,894 - mmaction - INFO - Epoch [216][140/1879] lr: 6.196e-03, eta: 18:35:40, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6137, top5_acc: 0.8250, loss_cls: 1.6445, loss: 1.6445, grad_norm: 4.9404 2021-07-13 22:47:27,642 - mmaction - INFO - Epoch [216][160/1879] lr: 6.196e-03, eta: 18:35:22, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.6102, top5_acc: 0.8156, loss_cls: 1.6531, loss: 1.6531, grad_norm: 5.0582 2021-07-13 22:47:44,587 - mmaction - INFO - Epoch [216][180/1879] lr: 6.196e-03, eta: 18:35:04, time: 0.845, data_time: 0.007, memory: 6454, top1_acc: 0.6082, top5_acc: 0.8066, loss_cls: 1.6698, loss: 1.6698, grad_norm: 5.0273 2021-07-13 22:48:01,614 - mmaction - INFO - Epoch [216][200/1879] lr: 6.196e-03, eta: 18:34:47, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6082, top5_acc: 0.8105, loss_cls: 1.6574, loss: 1.6574, grad_norm: 5.0062 2021-07-13 22:48:18,455 - mmaction - INFO - Epoch [216][220/1879] lr: 6.196e-03, eta: 18:34:29, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.5965, top5_acc: 0.7988, loss_cls: 1.7164, loss: 1.7164, grad_norm: 5.0884 2021-07-13 22:48:35,724 - mmaction - INFO - Epoch [216][240/1879] lr: 6.196e-03, eta: 18:34:12, time: 0.866, data_time: 0.004, memory: 6454, top1_acc: 0.6086, top5_acc: 0.8227, loss_cls: 1.6332, loss: 1.6332, grad_norm: 5.1047 2021-07-13 22:48:52,643 - mmaction - INFO - Epoch [216][260/1879] lr: 6.196e-03, eta: 18:33:54, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6023, top5_acc: 0.7953, loss_cls: 1.7563, loss: 1.7563, grad_norm: 5.0603 2021-07-13 22:49:09,637 - mmaction - INFO - Epoch [216][280/1879] lr: 6.196e-03, eta: 18:33:36, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.5813, top5_acc: 0.8086, loss_cls: 1.7462, loss: 1.7462, grad_norm: 5.1568 2021-07-13 22:49:26,588 - mmaction - INFO - Epoch [216][300/1879] lr: 6.196e-03, eta: 18:33:19, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6094, top5_acc: 0.8141, loss_cls: 1.6739, loss: 1.6739, grad_norm: 5.1855 2021-07-13 22:49:43,264 - mmaction - INFO - Epoch [216][320/1879] lr: 6.196e-03, eta: 18:33:01, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.6000, top5_acc: 0.8109, loss_cls: 1.6816, loss: 1.6816, grad_norm: 5.1264 2021-07-13 22:50:00,356 - mmaction - INFO - Epoch [216][340/1879] lr: 6.196e-03, eta: 18:32:43, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8055, loss_cls: 1.6800, loss: 1.6800, grad_norm: 5.0453 2021-07-13 22:50:16,985 - mmaction - INFO - Epoch [216][360/1879] lr: 6.196e-03, eta: 18:32:25, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.5969, top5_acc: 0.8066, loss_cls: 1.7257, loss: 1.7257, grad_norm: 5.1524 2021-07-13 22:50:33,978 - mmaction - INFO - Epoch [216][380/1879] lr: 6.196e-03, eta: 18:32:08, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6004, top5_acc: 0.8105, loss_cls: 1.6993, loss: 1.6993, grad_norm: 5.1405 2021-07-13 22:50:51,296 - mmaction - INFO - Epoch [216][400/1879] lr: 6.196e-03, eta: 18:31:50, time: 0.866, data_time: 0.006, memory: 6454, top1_acc: 0.5973, top5_acc: 0.8176, loss_cls: 1.6393, loss: 1.6393, grad_norm: 4.9349 2021-07-13 22:51:08,456 - mmaction - INFO - Epoch [216][420/1879] lr: 6.196e-03, eta: 18:31:33, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.6035, top5_acc: 0.8078, loss_cls: 1.6830, loss: 1.6830, grad_norm: 5.0800 2021-07-13 22:51:25,187 - mmaction - INFO - Epoch [216][440/1879] lr: 6.196e-03, eta: 18:31:15, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.6055, top5_acc: 0.8055, loss_cls: 1.6941, loss: 1.6941, grad_norm: 4.9986 2021-07-13 22:51:42,277 - mmaction - INFO - Epoch [216][460/1879] lr: 6.196e-03, eta: 18:30:57, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.6070, top5_acc: 0.8242, loss_cls: 1.6280, loss: 1.6280, grad_norm: 5.0599 2021-07-13 22:51:59,372 - mmaction - INFO - Epoch [216][480/1879] lr: 6.196e-03, eta: 18:30:40, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6070, top5_acc: 0.8117, loss_cls: 1.6617, loss: 1.6617, grad_norm: 5.0511 2021-07-13 22:52:16,540 - mmaction - INFO - Epoch [216][500/1879] lr: 6.196e-03, eta: 18:30:22, time: 0.863, data_time: 0.006, memory: 6454, top1_acc: 0.5703, top5_acc: 0.7910, loss_cls: 1.7966, loss: 1.7966, grad_norm: 5.2966 2021-07-13 22:52:33,580 - mmaction - INFO - Epoch [216][520/1879] lr: 6.196e-03, eta: 18:30:05, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.5957, top5_acc: 0.8051, loss_cls: 1.6881, loss: 1.6881, grad_norm: 5.0472 2021-07-13 22:52:50,404 - mmaction - INFO - Epoch [216][540/1879] lr: 6.196e-03, eta: 18:29:47, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.6047, top5_acc: 0.8094, loss_cls: 1.7052, loss: 1.7052, grad_norm: 5.0953 2021-07-13 22:53:07,396 - mmaction - INFO - Epoch [216][560/1879] lr: 6.196e-03, eta: 18:29:29, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6070, top5_acc: 0.8172, loss_cls: 1.6850, loss: 1.6850, grad_norm: 5.1279 2021-07-13 22:53:24,676 - mmaction - INFO - Epoch [216][580/1879] lr: 6.196e-03, eta: 18:29:12, time: 0.864, data_time: 0.005, memory: 6454, top1_acc: 0.5934, top5_acc: 0.8043, loss_cls: 1.7253, loss: 1.7253, grad_norm: 5.1591 2021-07-13 22:53:41,546 - mmaction - INFO - Epoch [216][600/1879] lr: 6.196e-03, eta: 18:28:54, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6051, top5_acc: 0.8102, loss_cls: 1.7151, loss: 1.7151, grad_norm: 5.0122 2021-07-13 22:53:58,576 - mmaction - INFO - Epoch [216][620/1879] lr: 6.196e-03, eta: 18:28:37, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8082, loss_cls: 1.6742, loss: 1.6742, grad_norm: 5.0784 2021-07-13 22:54:15,684 - mmaction - INFO - Epoch [216][640/1879] lr: 6.196e-03, eta: 18:28:19, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.6191, top5_acc: 0.8180, loss_cls: 1.6306, loss: 1.6306, grad_norm: 4.9735 2021-07-13 22:54:32,758 - mmaction - INFO - Epoch [216][660/1879] lr: 6.196e-03, eta: 18:28:02, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.6133, top5_acc: 0.8051, loss_cls: 1.6995, loss: 1.6995, grad_norm: 5.0563 2021-07-13 22:54:49,791 - mmaction - INFO - Epoch [216][680/1879] lr: 6.196e-03, eta: 18:27:44, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.5930, top5_acc: 0.8016, loss_cls: 1.7116, loss: 1.7116, grad_norm: 5.1311 2021-07-13 22:55:06,588 - mmaction - INFO - Epoch [216][700/1879] lr: 6.196e-03, eta: 18:27:26, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.5988, top5_acc: 0.8125, loss_cls: 1.6792, loss: 1.6792, grad_norm: 5.0845 2021-07-13 22:55:23,585 - mmaction - INFO - Epoch [216][720/1879] lr: 6.196e-03, eta: 18:27:09, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6016, top5_acc: 0.8152, loss_cls: 1.6452, loss: 1.6452, grad_norm: 4.9656 2021-07-13 22:55:40,589 - mmaction - INFO - Epoch [216][740/1879] lr: 6.196e-03, eta: 18:26:51, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6094, top5_acc: 0.8086, loss_cls: 1.6786, loss: 1.6786, grad_norm: 5.0929 2021-07-13 22:55:57,686 - mmaction - INFO - Epoch [216][760/1879] lr: 6.196e-03, eta: 18:26:33, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.5977, top5_acc: 0.7965, loss_cls: 1.7599, loss: 1.7599, grad_norm: 5.0450 2021-07-13 22:56:14,712 - mmaction - INFO - Epoch [216][780/1879] lr: 6.196e-03, eta: 18:26:16, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6219, top5_acc: 0.8184, loss_cls: 1.6359, loss: 1.6359, grad_norm: 5.0440 2021-07-13 22:56:31,910 - mmaction - INFO - Epoch [216][800/1879] lr: 6.196e-03, eta: 18:25:58, time: 0.862, data_time: 0.002, memory: 6454, top1_acc: 0.5906, top5_acc: 0.7961, loss_cls: 1.7625, loss: 1.7625, grad_norm: 5.2215 2021-07-13 22:56:49,047 - mmaction - INFO - Epoch [216][820/1879] lr: 6.196e-03, eta: 18:25:41, time: 0.856, data_time: 0.001, memory: 6454, top1_acc: 0.6199, top5_acc: 0.8187, loss_cls: 1.6330, loss: 1.6330, grad_norm: 5.0710 2021-07-13 22:57:05,929 - mmaction - INFO - Epoch [216][840/1879] lr: 6.196e-03, eta: 18:25:23, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5934, top5_acc: 0.8047, loss_cls: 1.6947, loss: 1.6947, grad_norm: 5.0965 2021-07-13 22:57:22,982 - mmaction - INFO - Epoch [216][860/1879] lr: 6.196e-03, eta: 18:25:05, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5973, top5_acc: 0.8195, loss_cls: 1.6387, loss: 1.6387, grad_norm: 5.0687 2021-07-13 22:57:39,998 - mmaction - INFO - Epoch [216][880/1879] lr: 6.196e-03, eta: 18:24:48, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6285, top5_acc: 0.8160, loss_cls: 1.5818, loss: 1.5818, grad_norm: 5.0210 2021-07-13 22:57:57,052 - mmaction - INFO - Epoch [216][900/1879] lr: 6.196e-03, eta: 18:24:30, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6027, top5_acc: 0.7992, loss_cls: 1.7308, loss: 1.7308, grad_norm: 5.1513 2021-07-13 22:58:14,299 - mmaction - INFO - Epoch [216][920/1879] lr: 6.196e-03, eta: 18:24:13, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.6148, top5_acc: 0.8102, loss_cls: 1.6705, loss: 1.6705, grad_norm: 4.9662 2021-07-13 22:58:31,223 - mmaction - INFO - Epoch [216][940/1879] lr: 6.196e-03, eta: 18:23:55, time: 0.848, data_time: 0.008, memory: 6454, top1_acc: 0.6059, top5_acc: 0.8109, loss_cls: 1.6951, loss: 1.6951, grad_norm: 5.1170 2021-07-13 22:58:48,275 - mmaction - INFO - Epoch [216][960/1879] lr: 6.196e-03, eta: 18:23:38, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5996, top5_acc: 0.8047, loss_cls: 1.7155, loss: 1.7155, grad_norm: 5.2300 2021-07-13 22:59:04,933 - mmaction - INFO - Epoch [216][980/1879] lr: 6.196e-03, eta: 18:23:20, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.6055, top5_acc: 0.8113, loss_cls: 1.6931, loss: 1.6931, grad_norm: 5.2210 2021-07-13 22:59:21,705 - mmaction - INFO - Epoch [216][1000/1879] lr: 6.196e-03, eta: 18:23:02, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.6133, top5_acc: 0.8176, loss_cls: 1.6220, loss: 1.6220, grad_norm: 5.0137 2021-07-13 22:59:38,717 - mmaction - INFO - Epoch [216][1020/1879] lr: 6.196e-03, eta: 18:22:44, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6164, top5_acc: 0.8055, loss_cls: 1.6731, loss: 1.6731, grad_norm: 5.0427 2021-07-13 22:59:55,532 - mmaction - INFO - Epoch [216][1040/1879] lr: 6.196e-03, eta: 18:22:27, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6148, top5_acc: 0.8180, loss_cls: 1.6483, loss: 1.6483, grad_norm: 5.1845 2021-07-13 23:00:12,253 - mmaction - INFO - Epoch [216][1060/1879] lr: 6.196e-03, eta: 18:22:09, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.6066, top5_acc: 0.8059, loss_cls: 1.7116, loss: 1.7116, grad_norm: 5.1642 2021-07-13 23:00:29,325 - mmaction - INFO - Epoch [216][1080/1879] lr: 6.196e-03, eta: 18:21:51, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.5809, top5_acc: 0.7949, loss_cls: 1.7615, loss: 1.7615, grad_norm: 5.2349 2021-07-13 23:00:46,502 - mmaction - INFO - Epoch [216][1100/1879] lr: 6.196e-03, eta: 18:21:34, time: 0.860, data_time: 0.002, memory: 6454, top1_acc: 0.6055, top5_acc: 0.7969, loss_cls: 1.7328, loss: 1.7328, grad_norm: 5.0123 2021-07-13 23:01:03,697 - mmaction - INFO - Epoch [216][1120/1879] lr: 6.196e-03, eta: 18:21:16, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.5816, top5_acc: 0.7793, loss_cls: 1.7923, loss: 1.7923, grad_norm: 5.1092 2021-07-13 23:01:20,316 - mmaction - INFO - Epoch [216][1140/1879] lr: 6.196e-03, eta: 18:20:59, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.5969, top5_acc: 0.8074, loss_cls: 1.6882, loss: 1.6882, grad_norm: 5.0121 2021-07-13 23:01:37,001 - mmaction - INFO - Epoch [216][1160/1879] lr: 6.196e-03, eta: 18:20:41, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.6102, top5_acc: 0.8109, loss_cls: 1.6756, loss: 1.6756, grad_norm: 5.0840 2021-07-13 23:01:54,080 - mmaction - INFO - Epoch [216][1180/1879] lr: 6.196e-03, eta: 18:20:23, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.5949, top5_acc: 0.8121, loss_cls: 1.7056, loss: 1.7056, grad_norm: 5.1891 2021-07-13 23:02:10,950 - mmaction - INFO - Epoch [216][1200/1879] lr: 6.196e-03, eta: 18:20:05, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.5992, top5_acc: 0.8117, loss_cls: 1.6914, loss: 1.6914, grad_norm: 5.0786 2021-07-13 23:02:27,839 - mmaction - INFO - Epoch [216][1220/1879] lr: 6.196e-03, eta: 18:19:48, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.5992, top5_acc: 0.8078, loss_cls: 1.7154, loss: 1.7154, grad_norm: 5.0714 2021-07-13 23:02:44,797 - mmaction - INFO - Epoch [216][1240/1879] lr: 6.196e-03, eta: 18:19:30, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6051, top5_acc: 0.8023, loss_cls: 1.7107, loss: 1.7107, grad_norm: 5.2081 2021-07-13 23:03:01,721 - mmaction - INFO - Epoch [216][1260/1879] lr: 6.196e-03, eta: 18:19:13, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6039, top5_acc: 0.8137, loss_cls: 1.6647, loss: 1.6647, grad_norm: 5.0069 2021-07-13 23:03:18,514 - mmaction - INFO - Epoch [216][1280/1879] lr: 6.196e-03, eta: 18:18:55, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6125, top5_acc: 0.8148, loss_cls: 1.6338, loss: 1.6338, grad_norm: 5.0651 2021-07-13 23:03:35,272 - mmaction - INFO - Epoch [216][1300/1879] lr: 6.196e-03, eta: 18:18:37, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.6195, top5_acc: 0.8184, loss_cls: 1.6248, loss: 1.6248, grad_norm: 5.0262 2021-07-13 23:03:52,467 - mmaction - INFO - Epoch [216][1320/1879] lr: 6.196e-03, eta: 18:18:20, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5996, top5_acc: 0.8047, loss_cls: 1.7145, loss: 1.7145, grad_norm: 5.2142 2021-07-13 23:04:09,383 - mmaction - INFO - Epoch [216][1340/1879] lr: 6.196e-03, eta: 18:18:02, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6051, top5_acc: 0.8008, loss_cls: 1.6974, loss: 1.6974, grad_norm: 4.9785 2021-07-13 23:04:26,299 - mmaction - INFO - Epoch [216][1360/1879] lr: 6.196e-03, eta: 18:17:44, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6047, top5_acc: 0.8203, loss_cls: 1.6817, loss: 1.6817, grad_norm: 5.0471 2021-07-13 23:04:43,448 - mmaction - INFO - Epoch [216][1380/1879] lr: 6.196e-03, eta: 18:17:27, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6156, top5_acc: 0.8039, loss_cls: 1.6953, loss: 1.6953, grad_norm: 5.0237 2021-07-13 23:05:00,567 - mmaction - INFO - Epoch [216][1400/1879] lr: 6.196e-03, eta: 18:17:09, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.5988, top5_acc: 0.8102, loss_cls: 1.7102, loss: 1.7102, grad_norm: 5.2153 2021-07-13 23:05:17,502 - mmaction - INFO - Epoch [216][1420/1879] lr: 6.196e-03, eta: 18:16:52, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6090, top5_acc: 0.8258, loss_cls: 1.6190, loss: 1.6190, grad_norm: 4.9752 2021-07-13 23:05:34,494 - mmaction - INFO - Epoch [216][1440/1879] lr: 6.196e-03, eta: 18:16:34, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6164, top5_acc: 0.8164, loss_cls: 1.6489, loss: 1.6489, grad_norm: 4.9173 2021-07-13 23:05:51,552 - mmaction - INFO - Epoch [216][1460/1879] lr: 6.196e-03, eta: 18:16:16, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6023, top5_acc: 0.8117, loss_cls: 1.7062, loss: 1.7062, grad_norm: 5.1553 2021-07-13 23:06:08,274 - mmaction - INFO - Epoch [216][1480/1879] lr: 6.196e-03, eta: 18:15:59, time: 0.837, data_time: 0.006, memory: 6454, top1_acc: 0.6156, top5_acc: 0.8102, loss_cls: 1.6540, loss: 1.6540, grad_norm: 5.0924 2021-07-13 23:06:25,236 - mmaction - INFO - Epoch [216][1500/1879] lr: 6.196e-03, eta: 18:15:41, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5910, top5_acc: 0.8016, loss_cls: 1.7182, loss: 1.7182, grad_norm: 5.0316 2021-07-13 23:06:42,285 - mmaction - INFO - Epoch [216][1520/1879] lr: 6.196e-03, eta: 18:15:23, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6129, top5_acc: 0.8207, loss_cls: 1.6186, loss: 1.6186, grad_norm: 4.9521 2021-07-13 23:06:59,391 - mmaction - INFO - Epoch [216][1540/1879] lr: 6.196e-03, eta: 18:15:06, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6062, top5_acc: 0.8055, loss_cls: 1.6954, loss: 1.6954, grad_norm: 5.0681 2021-07-13 23:07:16,507 - mmaction - INFO - Epoch [216][1560/1879] lr: 6.196e-03, eta: 18:14:48, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.5949, top5_acc: 0.8043, loss_cls: 1.7091, loss: 1.7091, grad_norm: 5.1557 2021-07-13 23:07:33,293 - mmaction - INFO - Epoch [216][1580/1879] lr: 6.196e-03, eta: 18:14:31, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.6195, top5_acc: 0.8152, loss_cls: 1.6590, loss: 1.6590, grad_norm: 5.0852 2021-07-13 23:07:50,253 - mmaction - INFO - Epoch [216][1600/1879] lr: 6.196e-03, eta: 18:14:13, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6039, top5_acc: 0.8102, loss_cls: 1.6833, loss: 1.6833, grad_norm: 5.0042 2021-07-13 23:08:07,184 - mmaction - INFO - Epoch [216][1620/1879] lr: 6.196e-03, eta: 18:13:55, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.5945, top5_acc: 0.7984, loss_cls: 1.7268, loss: 1.7268, grad_norm: 5.1708 2021-07-13 23:08:24,078 - mmaction - INFO - Epoch [216][1640/1879] lr: 6.196e-03, eta: 18:13:38, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.6039, top5_acc: 0.8047, loss_cls: 1.6904, loss: 1.6904, grad_norm: 5.1126 2021-07-13 23:08:41,254 - mmaction - INFO - Epoch [216][1660/1879] lr: 6.196e-03, eta: 18:13:20, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.5906, top5_acc: 0.7992, loss_cls: 1.7284, loss: 1.7284, grad_norm: 5.1683 2021-07-13 23:08:58,293 - mmaction - INFO - Epoch [216][1680/1879] lr: 6.196e-03, eta: 18:13:02, time: 0.855, data_time: 0.008, memory: 6454, top1_acc: 0.5844, top5_acc: 0.7895, loss_cls: 1.7834, loss: 1.7834, grad_norm: 5.1867 2021-07-13 23:09:14,951 - mmaction - INFO - Epoch [216][1700/1879] lr: 6.196e-03, eta: 18:12:45, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.6051, top5_acc: 0.8090, loss_cls: 1.6835, loss: 1.6835, grad_norm: 5.0108 2021-07-13 23:09:31,812 - mmaction - INFO - Epoch [216][1720/1879] lr: 6.196e-03, eta: 18:12:27, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.6008, top5_acc: 0.7980, loss_cls: 1.7218, loss: 1.7218, grad_norm: 5.0386 2021-07-13 23:09:48,697 - mmaction - INFO - Epoch [216][1740/1879] lr: 6.196e-03, eta: 18:12:09, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6047, top5_acc: 0.8043, loss_cls: 1.6850, loss: 1.6850, grad_norm: 5.0235 2021-07-13 23:10:05,778 - mmaction - INFO - Epoch [216][1760/1879] lr: 6.196e-03, eta: 18:11:52, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.5922, top5_acc: 0.8043, loss_cls: 1.7290, loss: 1.7290, grad_norm: 5.1637 2021-07-13 23:10:22,776 - mmaction - INFO - Epoch [216][1780/1879] lr: 6.196e-03, eta: 18:11:34, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5828, top5_acc: 0.7965, loss_cls: 1.7691, loss: 1.7691, grad_norm: 5.1715 2021-07-13 23:10:39,779 - mmaction - INFO - Epoch [216][1800/1879] lr: 6.196e-03, eta: 18:11:17, time: 0.848, data_time: 0.007, memory: 6454, top1_acc: 0.6074, top5_acc: 0.8141, loss_cls: 1.6885, loss: 1.6885, grad_norm: 5.0785 2021-07-13 23:10:56,887 - mmaction - INFO - Epoch [216][1820/1879] lr: 6.196e-03, eta: 18:10:59, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5941, top5_acc: 0.7988, loss_cls: 1.7604, loss: 1.7604, grad_norm: 5.1899 2021-07-13 23:11:13,985 - mmaction - INFO - Epoch [216][1840/1879] lr: 6.196e-03, eta: 18:10:41, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6020, top5_acc: 0.8039, loss_cls: 1.7258, loss: 1.7258, grad_norm: 5.1658 2021-07-13 23:11:30,895 - mmaction - INFO - Epoch [216][1860/1879] lr: 6.196e-03, eta: 18:10:24, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6066, top5_acc: 0.8094, loss_cls: 1.6973, loss: 1.6973, grad_norm: 5.1478 2021-07-13 23:11:47,283 - mmaction - INFO - Saving checkpoint at 216 epochs 2021-07-13 23:12:41,951 - mmaction - INFO - Epoch [217][20/1879] lr: 5.904e-03, eta: 18:09:59, time: 2.648, data_time: 1.684, memory: 6454, top1_acc: 0.6180, top5_acc: 0.8184, loss_cls: 1.6220, loss: 1.6220, grad_norm: 4.9389 2021-07-13 23:12:58,610 - mmaction - INFO - Epoch [217][40/1879] lr: 5.904e-03, eta: 18:09:42, time: 0.832, data_time: 0.007, memory: 6454, top1_acc: 0.6270, top5_acc: 0.8238, loss_cls: 1.5941, loss: 1.5941, grad_norm: 4.9571 2021-07-13 23:13:15,519 - mmaction - INFO - Epoch [217][60/1879] lr: 5.904e-03, eta: 18:09:24, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.6266, top5_acc: 0.8184, loss_cls: 1.6297, loss: 1.6297, grad_norm: 4.9678 2021-07-13 23:13:32,104 - mmaction - INFO - Epoch [217][80/1879] lr: 5.904e-03, eta: 18:09:06, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.6039, top5_acc: 0.8008, loss_cls: 1.7212, loss: 1.7212, grad_norm: 5.1097 2021-07-13 23:13:48,956 - mmaction - INFO - Epoch [217][100/1879] lr: 5.904e-03, eta: 18:08:48, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6043, top5_acc: 0.8137, loss_cls: 1.6718, loss: 1.6718, grad_norm: 5.2076 2021-07-13 23:14:06,065 - mmaction - INFO - Epoch [217][120/1879] lr: 5.904e-03, eta: 18:08:31, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6000, top5_acc: 0.8164, loss_cls: 1.6824, loss: 1.6824, grad_norm: 5.1454 2021-07-13 23:14:22,880 - mmaction - INFO - Epoch [217][140/1879] lr: 5.904e-03, eta: 18:08:13, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5965, top5_acc: 0.8070, loss_cls: 1.7047, loss: 1.7047, grad_norm: 5.0396 2021-07-13 23:14:39,794 - mmaction - INFO - Epoch [217][160/1879] lr: 5.904e-03, eta: 18:07:56, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6031, top5_acc: 0.8164, loss_cls: 1.6853, loss: 1.6853, grad_norm: 5.1438 2021-07-13 23:14:56,739 - mmaction - INFO - Epoch [217][180/1879] lr: 5.904e-03, eta: 18:07:38, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6102, top5_acc: 0.8152, loss_cls: 1.6648, loss: 1.6648, grad_norm: 5.0519 2021-07-13 23:15:13,824 - mmaction - INFO - Epoch [217][200/1879] lr: 5.904e-03, eta: 18:07:20, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6180, top5_acc: 0.8152, loss_cls: 1.6316, loss: 1.6316, grad_norm: 5.0696 2021-07-13 23:15:30,668 - mmaction - INFO - Epoch [217][220/1879] lr: 5.904e-03, eta: 18:07:03, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6168, top5_acc: 0.8148, loss_cls: 1.6298, loss: 1.6298, grad_norm: 4.9360 2021-07-13 23:15:47,326 - mmaction - INFO - Epoch [217][240/1879] lr: 5.904e-03, eta: 18:06:45, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8141, loss_cls: 1.6164, loss: 1.6164, grad_norm: 4.9357 2021-07-13 23:16:04,343 - mmaction - INFO - Epoch [217][260/1879] lr: 5.904e-03, eta: 18:06:27, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.5895, top5_acc: 0.8090, loss_cls: 1.7333, loss: 1.7333, grad_norm: 5.1821 2021-07-13 23:16:21,356 - mmaction - INFO - Epoch [217][280/1879] lr: 5.904e-03, eta: 18:06:10, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5949, top5_acc: 0.8070, loss_cls: 1.6947, loss: 1.6947, grad_norm: 5.1523 2021-07-13 23:16:37,922 - mmaction - INFO - Epoch [217][300/1879] lr: 5.904e-03, eta: 18:05:52, time: 0.828, data_time: 0.001, memory: 6454, top1_acc: 0.6168, top5_acc: 0.8152, loss_cls: 1.6398, loss: 1.6398, grad_norm: 5.0902 2021-07-13 23:16:54,938 - mmaction - INFO - Epoch [217][320/1879] lr: 5.904e-03, eta: 18:05:34, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8043, loss_cls: 1.6598, loss: 1.6598, grad_norm: 5.0114 2021-07-13 23:17:12,378 - mmaction - INFO - Epoch [217][340/1879] lr: 5.904e-03, eta: 18:05:17, time: 0.874, data_time: 0.006, memory: 6454, top1_acc: 0.6141, top5_acc: 0.8043, loss_cls: 1.6882, loss: 1.6882, grad_norm: 5.0313 2021-07-13 23:17:29,609 - mmaction - INFO - Epoch [217][360/1879] lr: 5.904e-03, eta: 18:04:59, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.5988, top5_acc: 0.8008, loss_cls: 1.7191, loss: 1.7191, grad_norm: 5.0977 2021-07-13 23:17:46,670 - mmaction - INFO - Epoch [217][380/1879] lr: 5.904e-03, eta: 18:04:42, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6195, top5_acc: 0.8215, loss_cls: 1.6048, loss: 1.6048, grad_norm: 5.0425 2021-07-13 23:18:03,642 - mmaction - INFO - Epoch [217][400/1879] lr: 5.904e-03, eta: 18:04:24, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6023, top5_acc: 0.8109, loss_cls: 1.6883, loss: 1.6883, grad_norm: 5.1569 2021-07-13 23:18:20,491 - mmaction - INFO - Epoch [217][420/1879] lr: 5.904e-03, eta: 18:04:06, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6023, top5_acc: 0.8082, loss_cls: 1.6864, loss: 1.6864, grad_norm: 5.2172 2021-07-13 23:18:37,618 - mmaction - INFO - Epoch [217][440/1879] lr: 5.904e-03, eta: 18:03:49, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.6102, top5_acc: 0.8105, loss_cls: 1.6715, loss: 1.6715, grad_norm: 5.1040 2021-07-13 23:18:54,552 - mmaction - INFO - Epoch [217][460/1879] lr: 5.904e-03, eta: 18:03:31, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6094, top5_acc: 0.8203, loss_cls: 1.5918, loss: 1.5918, grad_norm: 4.9609 2021-07-13 23:19:11,257 - mmaction - INFO - Epoch [217][480/1879] lr: 5.904e-03, eta: 18:03:14, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.6137, top5_acc: 0.8094, loss_cls: 1.6630, loss: 1.6630, grad_norm: 5.0878 2021-07-13 23:19:28,389 - mmaction - INFO - Epoch [217][500/1879] lr: 5.904e-03, eta: 18:02:56, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6066, top5_acc: 0.8113, loss_cls: 1.6992, loss: 1.6992, grad_norm: 5.1167 2021-07-13 23:19:45,447 - mmaction - INFO - Epoch [217][520/1879] lr: 5.904e-03, eta: 18:02:38, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6105, top5_acc: 0.8113, loss_cls: 1.6699, loss: 1.6699, grad_norm: 5.0280 2021-07-13 23:20:02,214 - mmaction - INFO - Epoch [217][540/1879] lr: 5.904e-03, eta: 18:02:21, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.6121, top5_acc: 0.8090, loss_cls: 1.6821, loss: 1.6821, grad_norm: 5.0835 2021-07-13 23:20:18,911 - mmaction - INFO - Epoch [217][560/1879] lr: 5.904e-03, eta: 18:02:03, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.6145, top5_acc: 0.8250, loss_cls: 1.6082, loss: 1.6082, grad_norm: 5.1604 2021-07-13 23:20:35,975 - mmaction - INFO - Epoch [217][580/1879] lr: 5.904e-03, eta: 18:01:45, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6027, top5_acc: 0.8051, loss_cls: 1.6978, loss: 1.6978, grad_norm: 5.2083 2021-07-13 23:20:52,868 - mmaction - INFO - Epoch [217][600/1879] lr: 5.904e-03, eta: 18:01:28, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6145, top5_acc: 0.8098, loss_cls: 1.6413, loss: 1.6413, grad_norm: 5.0458 2021-07-13 23:21:10,040 - mmaction - INFO - Epoch [217][620/1879] lr: 5.904e-03, eta: 18:01:10, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6082, top5_acc: 0.8066, loss_cls: 1.6719, loss: 1.6719, grad_norm: 5.0742 2021-07-13 23:21:27,059 - mmaction - INFO - Epoch [217][640/1879] lr: 5.904e-03, eta: 18:00:53, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6242, top5_acc: 0.8129, loss_cls: 1.6365, loss: 1.6365, grad_norm: 5.1102 2021-07-13 23:21:44,122 - mmaction - INFO - Epoch [217][660/1879] lr: 5.904e-03, eta: 18:00:35, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.5969, top5_acc: 0.8008, loss_cls: 1.7187, loss: 1.7187, grad_norm: 5.2774 2021-07-13 23:22:01,061 - mmaction - INFO - Epoch [217][680/1879] lr: 5.904e-03, eta: 18:00:17, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6141, top5_acc: 0.8125, loss_cls: 1.6705, loss: 1.6705, grad_norm: 5.0514 2021-07-13 23:22:17,602 - mmaction - INFO - Epoch [217][700/1879] lr: 5.904e-03, eta: 18:00:00, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8063, loss_cls: 1.6674, loss: 1.6674, grad_norm: 5.0268 2021-07-13 23:22:34,718 - mmaction - INFO - Epoch [217][720/1879] lr: 5.904e-03, eta: 17:59:42, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.6090, top5_acc: 0.8063, loss_cls: 1.6787, loss: 1.6787, grad_norm: 5.1460 2021-07-13 23:22:51,673 - mmaction - INFO - Epoch [217][740/1879] lr: 5.904e-03, eta: 17:59:24, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8031, loss_cls: 1.6723, loss: 1.6723, grad_norm: 5.1178 2021-07-13 23:23:08,819 - mmaction - INFO - Epoch [217][760/1879] lr: 5.904e-03, eta: 17:59:07, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.6062, top5_acc: 0.8051, loss_cls: 1.7099, loss: 1.7099, grad_norm: 5.2392 2021-07-13 23:23:26,012 - mmaction - INFO - Epoch [217][780/1879] lr: 5.904e-03, eta: 17:58:49, time: 0.861, data_time: 0.002, memory: 6454, top1_acc: 0.6215, top5_acc: 0.8148, loss_cls: 1.6380, loss: 1.6380, grad_norm: 5.0840 2021-07-13 23:23:43,639 - mmaction - INFO - Epoch [217][800/1879] lr: 5.904e-03, eta: 17:58:32, time: 0.881, data_time: 0.001, memory: 6454, top1_acc: 0.6078, top5_acc: 0.8004, loss_cls: 1.6735, loss: 1.6735, grad_norm: 5.1621 2021-07-13 23:24:01,515 - mmaction - INFO - Epoch [217][820/1879] lr: 5.904e-03, eta: 17:58:15, time: 0.893, data_time: 0.003, memory: 6454, top1_acc: 0.6105, top5_acc: 0.8133, loss_cls: 1.6449, loss: 1.6449, grad_norm: 5.0700 2021-07-13 23:24:18,301 - mmaction - INFO - Epoch [217][840/1879] lr: 5.904e-03, eta: 17:57:57, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.6082, top5_acc: 0.8082, loss_cls: 1.6670, loss: 1.6670, grad_norm: 5.1228 2021-07-13 23:24:35,310 - mmaction - INFO - Epoch [217][860/1879] lr: 5.904e-03, eta: 17:57:40, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8035, loss_cls: 1.6990, loss: 1.6990, grad_norm: 5.1523 2021-07-13 23:24:52,269 - mmaction - INFO - Epoch [217][880/1879] lr: 5.904e-03, eta: 17:57:22, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6137, top5_acc: 0.8141, loss_cls: 1.6271, loss: 1.6271, grad_norm: 5.1449 2021-07-13 23:25:09,287 - mmaction - INFO - Epoch [217][900/1879] lr: 5.904e-03, eta: 17:57:04, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.5922, top5_acc: 0.8012, loss_cls: 1.7446, loss: 1.7446, grad_norm: 5.2225 2021-07-13 23:25:26,222 - mmaction - INFO - Epoch [217][920/1879] lr: 5.904e-03, eta: 17:56:47, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6129, top5_acc: 0.8187, loss_cls: 1.6535, loss: 1.6535, grad_norm: 5.0791 2021-07-13 23:25:43,080 - mmaction - INFO - Epoch [217][940/1879] lr: 5.904e-03, eta: 17:56:29, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.5969, top5_acc: 0.8094, loss_cls: 1.6765, loss: 1.6765, grad_norm: 5.2077 2021-07-13 23:26:00,025 - mmaction - INFO - Epoch [217][960/1879] lr: 5.904e-03, eta: 17:56:11, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.5957, top5_acc: 0.8055, loss_cls: 1.7059, loss: 1.7059, grad_norm: 5.2397 2021-07-13 23:26:16,766 - mmaction - INFO - Epoch [217][980/1879] lr: 5.904e-03, eta: 17:55:54, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.6020, top5_acc: 0.8094, loss_cls: 1.6943, loss: 1.6943, grad_norm: 5.1652 2021-07-13 23:26:33,972 - mmaction - INFO - Epoch [217][1000/1879] lr: 5.904e-03, eta: 17:55:36, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.5961, top5_acc: 0.8086, loss_cls: 1.6977, loss: 1.6977, grad_norm: 5.1367 2021-07-13 23:26:50,976 - mmaction - INFO - Epoch [217][1020/1879] lr: 5.904e-03, eta: 17:55:19, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.5996, top5_acc: 0.8105, loss_cls: 1.6777, loss: 1.6777, grad_norm: 5.2670 2021-07-13 23:27:08,053 - mmaction - INFO - Epoch [217][1040/1879] lr: 5.904e-03, eta: 17:55:01, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6051, top5_acc: 0.8164, loss_cls: 1.6553, loss: 1.6553, grad_norm: 5.1963 2021-07-13 23:27:25,096 - mmaction - INFO - Epoch [217][1060/1879] lr: 5.904e-03, eta: 17:54:43, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8145, loss_cls: 1.6162, loss: 1.6162, grad_norm: 5.1010 2021-07-13 23:27:42,000 - mmaction - INFO - Epoch [217][1080/1879] lr: 5.904e-03, eta: 17:54:26, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.5910, top5_acc: 0.7922, loss_cls: 1.7599, loss: 1.7599, grad_norm: 5.2170 2021-07-13 23:27:59,298 - mmaction - INFO - Epoch [217][1100/1879] lr: 5.904e-03, eta: 17:54:08, time: 0.866, data_time: 0.006, memory: 6454, top1_acc: 0.6227, top5_acc: 0.8090, loss_cls: 1.6615, loss: 1.6615, grad_norm: 5.1112 2021-07-13 23:28:16,322 - mmaction - INFO - Epoch [217][1120/1879] lr: 5.904e-03, eta: 17:53:51, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6184, top5_acc: 0.8109, loss_cls: 1.6849, loss: 1.6849, grad_norm: 5.2147 2021-07-13 23:28:33,389 - mmaction - INFO - Epoch [217][1140/1879] lr: 5.904e-03, eta: 17:53:33, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.5891, top5_acc: 0.7902, loss_cls: 1.7831, loss: 1.7831, grad_norm: 5.1521 2021-07-13 23:28:50,426 - mmaction - INFO - Epoch [217][1160/1879] lr: 5.904e-03, eta: 17:53:16, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.5887, top5_acc: 0.8027, loss_cls: 1.7475, loss: 1.7475, grad_norm: 5.3041 2021-07-13 23:29:07,346 - mmaction - INFO - Epoch [217][1180/1879] lr: 5.904e-03, eta: 17:52:58, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8039, loss_cls: 1.6923, loss: 1.6923, grad_norm: 5.0896 2021-07-13 23:29:24,302 - mmaction - INFO - Epoch [217][1200/1879] lr: 5.904e-03, eta: 17:52:40, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6121, top5_acc: 0.8102, loss_cls: 1.6676, loss: 1.6676, grad_norm: 5.1106 2021-07-13 23:29:41,333 - mmaction - INFO - Epoch [217][1220/1879] lr: 5.904e-03, eta: 17:52:23, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6086, top5_acc: 0.8020, loss_cls: 1.6968, loss: 1.6968, grad_norm: 5.1203 2021-07-13 23:29:58,429 - mmaction - INFO - Epoch [217][1240/1879] lr: 5.904e-03, eta: 17:52:05, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6105, top5_acc: 0.8082, loss_cls: 1.6597, loss: 1.6597, grad_norm: 5.0681 2021-07-13 23:30:15,545 - mmaction - INFO - Epoch [217][1260/1879] lr: 5.904e-03, eta: 17:51:48, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.6047, top5_acc: 0.7992, loss_cls: 1.7218, loss: 1.7218, grad_norm: 5.2094 2021-07-13 23:30:32,694 - mmaction - INFO - Epoch [217][1280/1879] lr: 5.904e-03, eta: 17:51:30, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.6031, top5_acc: 0.8105, loss_cls: 1.6750, loss: 1.6750, grad_norm: 5.2202 2021-07-13 23:30:49,895 - mmaction - INFO - Epoch [217][1300/1879] lr: 5.904e-03, eta: 17:51:13, time: 0.864, data_time: 0.005, memory: 6454, top1_acc: 0.6004, top5_acc: 0.8066, loss_cls: 1.7325, loss: 1.7325, grad_norm: 5.2052 2021-07-13 23:31:06,866 - mmaction - INFO - Epoch [217][1320/1879] lr: 5.904e-03, eta: 17:50:55, time: 0.848, data_time: 0.000, memory: 6454, top1_acc: 0.6086, top5_acc: 0.8187, loss_cls: 1.6338, loss: 1.6338, grad_norm: 5.1306 2021-07-13 23:31:23,978 - mmaction - INFO - Epoch [217][1340/1879] lr: 5.904e-03, eta: 17:50:37, time: 0.856, data_time: 0.001, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8164, loss_cls: 1.6277, loss: 1.6277, grad_norm: 4.9794 2021-07-13 23:31:40,923 - mmaction - INFO - Epoch [217][1360/1879] lr: 5.904e-03, eta: 17:50:20, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.6004, top5_acc: 0.7887, loss_cls: 1.7206, loss: 1.7206, grad_norm: 5.2397 2021-07-13 23:31:58,206 - mmaction - INFO - Epoch [217][1380/1879] lr: 5.904e-03, eta: 17:50:02, time: 0.867, data_time: 0.006, memory: 6454, top1_acc: 0.6090, top5_acc: 0.8270, loss_cls: 1.6210, loss: 1.6210, grad_norm: 5.1856 2021-07-13 23:32:15,332 - mmaction - INFO - Epoch [217][1400/1879] lr: 5.904e-03, eta: 17:49:45, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6121, top5_acc: 0.8168, loss_cls: 1.6526, loss: 1.6526, grad_norm: 5.2167 2021-07-13 23:32:32,017 - mmaction - INFO - Epoch [217][1420/1879] lr: 5.904e-03, eta: 17:49:27, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.6141, top5_acc: 0.8070, loss_cls: 1.6777, loss: 1.6777, grad_norm: 5.1702 2021-07-13 23:32:49,093 - mmaction - INFO - Epoch [217][1440/1879] lr: 5.904e-03, eta: 17:49:09, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6062, top5_acc: 0.8125, loss_cls: 1.6822, loss: 1.6822, grad_norm: 5.2683 2021-07-13 23:33:06,217 - mmaction - INFO - Epoch [217][1460/1879] lr: 5.904e-03, eta: 17:48:52, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.5934, top5_acc: 0.7977, loss_cls: 1.7347, loss: 1.7347, grad_norm: 5.2848 2021-07-13 23:33:23,404 - mmaction - INFO - Epoch [217][1480/1879] lr: 5.904e-03, eta: 17:48:34, time: 0.862, data_time: 0.006, memory: 6454, top1_acc: 0.5926, top5_acc: 0.7934, loss_cls: 1.7745, loss: 1.7745, grad_norm: 5.3202 2021-07-13 23:33:39,970 - mmaction - INFO - Epoch [217][1500/1879] lr: 5.904e-03, eta: 17:48:17, time: 0.828, data_time: 0.001, memory: 6454, top1_acc: 0.6125, top5_acc: 0.8074, loss_cls: 1.7053, loss: 1.7053, grad_norm: 5.0611 2021-07-13 23:33:56,633 - mmaction - INFO - Epoch [217][1520/1879] lr: 5.904e-03, eta: 17:47:59, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.5902, top5_acc: 0.8059, loss_cls: 1.7193, loss: 1.7193, grad_norm: 5.2088 2021-07-13 23:34:13,657 - mmaction - INFO - Epoch [217][1540/1879] lr: 5.904e-03, eta: 17:47:41, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.5914, top5_acc: 0.7965, loss_cls: 1.7464, loss: 1.7464, grad_norm: 5.2049 2021-07-13 23:34:30,604 - mmaction - INFO - Epoch [217][1560/1879] lr: 5.904e-03, eta: 17:47:24, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6020, top5_acc: 0.8113, loss_cls: 1.6598, loss: 1.6598, grad_norm: 5.0739 2021-07-13 23:34:47,765 - mmaction - INFO - Epoch [217][1580/1879] lr: 5.904e-03, eta: 17:47:06, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.6004, top5_acc: 0.8109, loss_cls: 1.7079, loss: 1.7079, grad_norm: 5.1982 2021-07-13 23:35:04,828 - mmaction - INFO - Epoch [217][1600/1879] lr: 5.904e-03, eta: 17:46:49, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.5969, top5_acc: 0.8059, loss_cls: 1.7188, loss: 1.7188, grad_norm: 5.1677 2021-07-13 23:35:21,988 - mmaction - INFO - Epoch [217][1620/1879] lr: 5.904e-03, eta: 17:46:31, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.6055, top5_acc: 0.8016, loss_cls: 1.6920, loss: 1.6920, grad_norm: 5.0551 2021-07-13 23:35:38,822 - mmaction - INFO - Epoch [217][1640/1879] lr: 5.904e-03, eta: 17:46:13, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.6047, top5_acc: 0.8082, loss_cls: 1.6701, loss: 1.6701, grad_norm: 5.1880 2021-07-13 23:35:55,636 - mmaction - INFO - Epoch [217][1660/1879] lr: 5.904e-03, eta: 17:45:56, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6055, top5_acc: 0.8105, loss_cls: 1.6696, loss: 1.6696, grad_norm: 5.3017 2021-07-13 23:36:12,712 - mmaction - INFO - Epoch [217][1680/1879] lr: 5.904e-03, eta: 17:45:38, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6090, top5_acc: 0.8066, loss_cls: 1.6842, loss: 1.6842, grad_norm: 5.1524 2021-07-13 23:36:29,798 - mmaction - INFO - Epoch [217][1700/1879] lr: 5.904e-03, eta: 17:45:21, time: 0.859, data_time: 0.007, memory: 6454, top1_acc: 0.5969, top5_acc: 0.8098, loss_cls: 1.6829, loss: 1.6829, grad_norm: 5.2469 2021-07-13 23:36:47,058 - mmaction - INFO - Epoch [217][1720/1879] lr: 5.904e-03, eta: 17:45:03, time: 0.863, data_time: 0.004, memory: 6454, top1_acc: 0.6148, top5_acc: 0.8051, loss_cls: 1.6544, loss: 1.6544, grad_norm: 5.1106 2021-07-13 23:37:04,048 - mmaction - INFO - Epoch [217][1740/1879] lr: 5.904e-03, eta: 17:44:45, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.5906, top5_acc: 0.7980, loss_cls: 1.7460, loss: 1.7460, grad_norm: 5.1859 2021-07-13 23:37:21,076 - mmaction - INFO - Epoch [217][1760/1879] lr: 5.904e-03, eta: 17:44:28, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.5992, top5_acc: 0.7941, loss_cls: 1.7476, loss: 1.7476, grad_norm: 5.2324 2021-07-13 23:37:38,190 - mmaction - INFO - Epoch [217][1780/1879] lr: 5.904e-03, eta: 17:44:10, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6113, top5_acc: 0.8109, loss_cls: 1.6895, loss: 1.6895, grad_norm: 5.1033 2021-07-13 23:37:55,182 - mmaction - INFO - Epoch [217][1800/1879] lr: 5.904e-03, eta: 17:43:53, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6098, top5_acc: 0.8008, loss_cls: 1.6964, loss: 1.6964, grad_norm: 5.1598 2021-07-13 23:38:12,301 - mmaction - INFO - Epoch [217][1820/1879] lr: 5.904e-03, eta: 17:43:35, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6066, top5_acc: 0.7965, loss_cls: 1.7134, loss: 1.7134, grad_norm: 5.3059 2021-07-13 23:38:29,233 - mmaction - INFO - Epoch [217][1840/1879] lr: 5.904e-03, eta: 17:43:18, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.5891, top5_acc: 0.7855, loss_cls: 1.7796, loss: 1.7796, grad_norm: 5.2441 2021-07-13 23:38:46,083 - mmaction - INFO - Epoch [217][1860/1879] lr: 5.904e-03, eta: 17:43:00, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.5871, top5_acc: 0.8035, loss_cls: 1.7415, loss: 1.7415, grad_norm: 5.2138 2021-07-13 23:40:21,903 - mmaction - INFO - Epoch [218][20/1879] lr: 5.618e-03, eta: 17:42:47, time: 3.932, data_time: 2.532, memory: 6454, top1_acc: 0.6156, top5_acc: 0.8148, loss_cls: 1.6404, loss: 1.6404, grad_norm: 5.1549 2021-07-13 23:40:38,483 - mmaction - INFO - Epoch [218][40/1879] lr: 5.618e-03, eta: 17:42:30, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.6121, top5_acc: 0.8137, loss_cls: 1.6683, loss: 1.6683, grad_norm: 5.2334 2021-07-13 23:40:55,037 - mmaction - INFO - Epoch [218][60/1879] lr: 5.618e-03, eta: 17:42:12, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.6316, top5_acc: 0.8215, loss_cls: 1.5626, loss: 1.5626, grad_norm: 4.9556 2021-07-13 23:41:11,792 - mmaction - INFO - Epoch [218][80/1879] lr: 5.618e-03, eta: 17:41:54, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.6195, top5_acc: 0.8195, loss_cls: 1.6296, loss: 1.6296, grad_norm: 5.0975 2021-07-13 23:41:28,399 - mmaction - INFO - Epoch [218][100/1879] lr: 5.618e-03, eta: 17:41:36, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8238, loss_cls: 1.6022, loss: 1.6022, grad_norm: 5.1414 2021-07-13 23:41:45,262 - mmaction - INFO - Epoch [218][120/1879] lr: 5.618e-03, eta: 17:41:19, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5969, top5_acc: 0.8074, loss_cls: 1.7121, loss: 1.7121, grad_norm: 5.2545 2021-07-13 23:42:02,122 - mmaction - INFO - Epoch [218][140/1879] lr: 5.618e-03, eta: 17:41:01, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6000, top5_acc: 0.8031, loss_cls: 1.7104, loss: 1.7104, grad_norm: 5.3244 2021-07-13 23:42:19,157 - mmaction - INFO - Epoch [218][160/1879] lr: 5.618e-03, eta: 17:40:43, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6043, top5_acc: 0.8129, loss_cls: 1.6411, loss: 1.6411, grad_norm: 5.2136 2021-07-13 23:42:36,193 - mmaction - INFO - Epoch [218][180/1879] lr: 5.618e-03, eta: 17:40:26, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.5992, top5_acc: 0.8129, loss_cls: 1.6869, loss: 1.6869, grad_norm: 5.3063 2021-07-13 23:42:53,140 - mmaction - INFO - Epoch [218][200/1879] lr: 5.618e-03, eta: 17:40:08, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5957, top5_acc: 0.8043, loss_cls: 1.7329, loss: 1.7329, grad_norm: 5.2499 2021-07-13 23:43:10,645 - mmaction - INFO - Epoch [218][220/1879] lr: 5.618e-03, eta: 17:39:51, time: 0.877, data_time: 0.002, memory: 6454, top1_acc: 0.6102, top5_acc: 0.8043, loss_cls: 1.6247, loss: 1.6247, grad_norm: 5.1640 2021-07-13 23:43:28,272 - mmaction - INFO - Epoch [218][240/1879] lr: 5.618e-03, eta: 17:39:34, time: 0.880, data_time: 0.003, memory: 6454, top1_acc: 0.6203, top5_acc: 0.8152, loss_cls: 1.6227, loss: 1.6227, grad_norm: 5.1171 2021-07-13 23:43:44,813 - mmaction - INFO - Epoch [218][260/1879] lr: 5.618e-03, eta: 17:39:16, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.6062, top5_acc: 0.8176, loss_cls: 1.6594, loss: 1.6594, grad_norm: 5.1721 2021-07-13 23:44:01,813 - mmaction - INFO - Epoch [218][280/1879] lr: 5.618e-03, eta: 17:38:58, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6125, top5_acc: 0.8078, loss_cls: 1.6814, loss: 1.6814, grad_norm: 5.1178 2021-07-13 23:44:18,673 - mmaction - INFO - Epoch [218][300/1879] lr: 5.618e-03, eta: 17:38:40, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6219, top5_acc: 0.8187, loss_cls: 1.6285, loss: 1.6285, grad_norm: 5.2064 2021-07-13 23:44:35,677 - mmaction - INFO - Epoch [218][320/1879] lr: 5.618e-03, eta: 17:38:23, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8117, loss_cls: 1.6680, loss: 1.6680, grad_norm: 5.2629 2021-07-13 23:44:52,740 - mmaction - INFO - Epoch [218][340/1879] lr: 5.618e-03, eta: 17:38:05, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6098, top5_acc: 0.8129, loss_cls: 1.6454, loss: 1.6454, grad_norm: 5.1716 2021-07-13 23:45:09,579 - mmaction - INFO - Epoch [218][360/1879] lr: 5.618e-03, eta: 17:37:48, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6160, top5_acc: 0.8148, loss_cls: 1.6577, loss: 1.6577, grad_norm: 5.2032 2021-07-13 23:45:26,551 - mmaction - INFO - Epoch [218][380/1879] lr: 5.618e-03, eta: 17:37:30, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6035, top5_acc: 0.8121, loss_cls: 1.6759, loss: 1.6759, grad_norm: 5.2482 2021-07-13 23:45:43,417 - mmaction - INFO - Epoch [218][400/1879] lr: 5.618e-03, eta: 17:37:12, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.5988, top5_acc: 0.8066, loss_cls: 1.6815, loss: 1.6815, grad_norm: 5.2217 2021-07-13 23:46:00,663 - mmaction - INFO - Epoch [218][420/1879] lr: 5.618e-03, eta: 17:36:55, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.6023, top5_acc: 0.8098, loss_cls: 1.6923, loss: 1.6923, grad_norm: 5.1730 2021-07-13 23:46:17,752 - mmaction - INFO - Epoch [218][440/1879] lr: 5.618e-03, eta: 17:36:37, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6059, top5_acc: 0.8125, loss_cls: 1.6528, loss: 1.6528, grad_norm: 5.0606 2021-07-13 23:46:34,703 - mmaction - INFO - Epoch [218][460/1879] lr: 5.618e-03, eta: 17:36:20, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6055, top5_acc: 0.8098, loss_cls: 1.6652, loss: 1.6652, grad_norm: 5.1127 2021-07-13 23:46:51,529 - mmaction - INFO - Epoch [218][480/1879] lr: 5.618e-03, eta: 17:36:02, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.6188, top5_acc: 0.8086, loss_cls: 1.6600, loss: 1.6600, grad_norm: 5.2109 2021-07-13 23:47:08,497 - mmaction - INFO - Epoch [218][500/1879] lr: 5.618e-03, eta: 17:35:44, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6285, top5_acc: 0.8223, loss_cls: 1.5973, loss: 1.5973, grad_norm: 5.1606 2021-07-13 23:47:25,711 - mmaction - INFO - Epoch [218][520/1879] lr: 5.618e-03, eta: 17:35:27, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.6129, top5_acc: 0.8102, loss_cls: 1.6315, loss: 1.6315, grad_norm: 5.0302 2021-07-13 23:47:42,883 - mmaction - INFO - Epoch [218][540/1879] lr: 5.618e-03, eta: 17:35:09, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.5992, top5_acc: 0.8004, loss_cls: 1.7367, loss: 1.7367, grad_norm: 5.2671 2021-07-13 23:48:00,104 - mmaction - INFO - Epoch [218][560/1879] lr: 5.618e-03, eta: 17:34:52, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.5906, top5_acc: 0.8113, loss_cls: 1.6695, loss: 1.6695, grad_norm: 5.4052 2021-07-13 23:48:16,962 - mmaction - INFO - Epoch [218][580/1879] lr: 5.618e-03, eta: 17:34:34, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8168, loss_cls: 1.6292, loss: 1.6292, grad_norm: 5.1191 2021-07-13 23:48:34,092 - mmaction - INFO - Epoch [218][600/1879] lr: 5.618e-03, eta: 17:34:17, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6223, top5_acc: 0.8137, loss_cls: 1.6202, loss: 1.6202, grad_norm: 5.0402 2021-07-13 23:48:51,104 - mmaction - INFO - Epoch [218][620/1879] lr: 5.618e-03, eta: 17:33:59, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6219, top5_acc: 0.8219, loss_cls: 1.6171, loss: 1.6171, grad_norm: 5.0857 2021-07-13 23:49:08,135 - mmaction - INFO - Epoch [218][640/1879] lr: 5.618e-03, eta: 17:33:41, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6246, top5_acc: 0.8156, loss_cls: 1.6586, loss: 1.6586, grad_norm: 5.2519 2021-07-13 23:49:25,320 - mmaction - INFO - Epoch [218][660/1879] lr: 5.618e-03, eta: 17:33:24, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.5945, top5_acc: 0.7992, loss_cls: 1.7295, loss: 1.7295, grad_norm: 5.2648 2021-07-13 23:49:42,238 - mmaction - INFO - Epoch [218][680/1879] lr: 5.618e-03, eta: 17:33:06, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6086, top5_acc: 0.8121, loss_cls: 1.6659, loss: 1.6659, grad_norm: 5.3174 2021-07-13 23:49:59,484 - mmaction - INFO - Epoch [218][700/1879] lr: 5.618e-03, eta: 17:32:49, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.5980, top5_acc: 0.8180, loss_cls: 1.6571, loss: 1.6571, grad_norm: 5.3727 2021-07-13 23:50:16,558 - mmaction - INFO - Epoch [218][720/1879] lr: 5.618e-03, eta: 17:32:31, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.5965, top5_acc: 0.8109, loss_cls: 1.7004, loss: 1.7004, grad_norm: 5.2318 2021-07-13 23:50:33,480 - mmaction - INFO - Epoch [218][740/1879] lr: 5.618e-03, eta: 17:32:14, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6027, top5_acc: 0.8047, loss_cls: 1.6528, loss: 1.6528, grad_norm: 5.1660 2021-07-13 23:50:50,367 - mmaction - INFO - Epoch [218][760/1879] lr: 5.618e-03, eta: 17:31:56, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.6215, top5_acc: 0.8145, loss_cls: 1.6385, loss: 1.6385, grad_norm: 5.1078 2021-07-13 23:51:07,168 - mmaction - INFO - Epoch [218][780/1879] lr: 5.618e-03, eta: 17:31:38, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.6215, top5_acc: 0.8172, loss_cls: 1.6424, loss: 1.6424, grad_norm: 5.1725 2021-07-13 23:51:24,445 - mmaction - INFO - Epoch [218][800/1879] lr: 5.618e-03, eta: 17:31:21, time: 0.866, data_time: 0.003, memory: 6454, top1_acc: 0.5973, top5_acc: 0.8035, loss_cls: 1.7306, loss: 1.7306, grad_norm: 5.2105 2021-07-13 23:51:41,337 - mmaction - INFO - Epoch [218][820/1879] lr: 5.618e-03, eta: 17:31:03, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8160, loss_cls: 1.6648, loss: 1.6648, grad_norm: 5.1831 2021-07-13 23:51:58,492 - mmaction - INFO - Epoch [218][840/1879] lr: 5.618e-03, eta: 17:30:46, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6027, top5_acc: 0.8035, loss_cls: 1.7262, loss: 1.7262, grad_norm: 5.3393 2021-07-13 23:52:15,566 - mmaction - INFO - Epoch [218][860/1879] lr: 5.618e-03, eta: 17:30:28, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6164, top5_acc: 0.8191, loss_cls: 1.6641, loss: 1.6641, grad_norm: 5.2168 2021-07-13 23:52:32,567 - mmaction - INFO - Epoch [218][880/1879] lr: 5.618e-03, eta: 17:30:10, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.5891, top5_acc: 0.8059, loss_cls: 1.7032, loss: 1.7032, grad_norm: 5.2744 2021-07-13 23:52:49,628 - mmaction - INFO - Epoch [218][900/1879] lr: 5.618e-03, eta: 17:29:53, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6016, top5_acc: 0.8102, loss_cls: 1.6897, loss: 1.6897, grad_norm: 5.1562 2021-07-13 23:53:06,642 - mmaction - INFO - Epoch [218][920/1879] lr: 5.618e-03, eta: 17:29:35, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6242, top5_acc: 0.8145, loss_cls: 1.6151, loss: 1.6151, grad_norm: 4.9856 2021-07-13 23:53:23,431 - mmaction - INFO - Epoch [218][940/1879] lr: 5.618e-03, eta: 17:29:18, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.6051, top5_acc: 0.8031, loss_cls: 1.6689, loss: 1.6689, grad_norm: 5.2267 2021-07-13 23:53:40,106 - mmaction - INFO - Epoch [218][960/1879] lr: 5.618e-03, eta: 17:29:00, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.6102, top5_acc: 0.8070, loss_cls: 1.6671, loss: 1.6671, grad_norm: 5.1892 2021-07-13 23:53:57,261 - mmaction - INFO - Epoch [218][980/1879] lr: 5.618e-03, eta: 17:28:42, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5977, top5_acc: 0.8090, loss_cls: 1.7015, loss: 1.7015, grad_norm: 5.1935 2021-07-13 23:54:14,397 - mmaction - INFO - Epoch [218][1000/1879] lr: 5.618e-03, eta: 17:28:25, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6254, top5_acc: 0.8309, loss_cls: 1.5866, loss: 1.5866, grad_norm: 5.1365 2021-07-13 23:54:31,248 - mmaction - INFO - Epoch [218][1020/1879] lr: 5.618e-03, eta: 17:28:07, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.5973, top5_acc: 0.8039, loss_cls: 1.6798, loss: 1.6798, grad_norm: 5.1686 2021-07-13 23:54:48,153 - mmaction - INFO - Epoch [218][1040/1879] lr: 5.618e-03, eta: 17:27:49, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6000, top5_acc: 0.8219, loss_cls: 1.6488, loss: 1.6488, grad_norm: 5.1735 2021-07-13 23:55:04,844 - mmaction - INFO - Epoch [218][1060/1879] lr: 5.618e-03, eta: 17:27:32, time: 0.836, data_time: 0.006, memory: 6454, top1_acc: 0.6180, top5_acc: 0.8223, loss_cls: 1.6266, loss: 1.6266, grad_norm: 5.1200 2021-07-13 23:55:21,554 - mmaction - INFO - Epoch [218][1080/1879] lr: 5.618e-03, eta: 17:27:14, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.6062, top5_acc: 0.8094, loss_cls: 1.7205, loss: 1.7205, grad_norm: 5.2852 2021-07-13 23:55:38,701 - mmaction - INFO - Epoch [218][1100/1879] lr: 5.618e-03, eta: 17:26:56, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6195, top5_acc: 0.8137, loss_cls: 1.6123, loss: 1.6123, grad_norm: 5.1212 2021-07-13 23:55:55,492 - mmaction - INFO - Epoch [218][1120/1879] lr: 5.618e-03, eta: 17:26:39, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6090, top5_acc: 0.8105, loss_cls: 1.6656, loss: 1.6656, grad_norm: 5.3140 2021-07-13 23:56:12,563 - mmaction - INFO - Epoch [218][1140/1879] lr: 5.618e-03, eta: 17:26:21, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.5949, top5_acc: 0.8012, loss_cls: 1.7082, loss: 1.7082, grad_norm: 5.3073 2021-07-13 23:56:29,508 - mmaction - INFO - Epoch [218][1160/1879] lr: 5.618e-03, eta: 17:26:04, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6051, top5_acc: 0.8004, loss_cls: 1.7103, loss: 1.7103, grad_norm: 5.2333 2021-07-13 23:56:46,550 - mmaction - INFO - Epoch [218][1180/1879] lr: 5.618e-03, eta: 17:25:46, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6059, top5_acc: 0.8039, loss_cls: 1.7253, loss: 1.7253, grad_norm: 5.2511 2021-07-13 23:57:03,211 - mmaction - INFO - Epoch [218][1200/1879] lr: 5.618e-03, eta: 17:25:28, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.6156, top5_acc: 0.8227, loss_cls: 1.6144, loss: 1.6144, grad_norm: 5.0157 2021-07-13 23:57:20,168 - mmaction - INFO - Epoch [218][1220/1879] lr: 5.618e-03, eta: 17:25:11, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.5949, top5_acc: 0.7961, loss_cls: 1.7498, loss: 1.7498, grad_norm: 5.2857 2021-07-13 23:57:37,321 - mmaction - INFO - Epoch [218][1240/1879] lr: 5.618e-03, eta: 17:24:53, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6031, top5_acc: 0.8121, loss_cls: 1.6296, loss: 1.6296, grad_norm: 5.2638 2021-07-13 23:57:54,571 - mmaction - INFO - Epoch [218][1260/1879] lr: 5.618e-03, eta: 17:24:36, time: 0.865, data_time: 0.007, memory: 6454, top1_acc: 0.5980, top5_acc: 0.8055, loss_cls: 1.6891, loss: 1.6891, grad_norm: 5.1771 2021-07-13 23:58:11,753 - mmaction - INFO - Epoch [218][1280/1879] lr: 5.618e-03, eta: 17:24:18, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.5832, top5_acc: 0.7883, loss_cls: 1.7816, loss: 1.7816, grad_norm: 5.3242 2021-07-13 23:58:28,406 - mmaction - INFO - Epoch [218][1300/1879] lr: 5.618e-03, eta: 17:24:00, time: 0.836, data_time: 0.006, memory: 6454, top1_acc: 0.5973, top5_acc: 0.8059, loss_cls: 1.6866, loss: 1.6866, grad_norm: 5.3511 2021-07-13 23:58:45,620 - mmaction - INFO - Epoch [218][1320/1879] lr: 5.618e-03, eta: 17:23:43, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.5957, top5_acc: 0.8031, loss_cls: 1.6998, loss: 1.6998, grad_norm: 5.2711 2021-07-13 23:59:02,574 - mmaction - INFO - Epoch [218][1340/1879] lr: 5.618e-03, eta: 17:23:25, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6133, top5_acc: 0.8184, loss_cls: 1.6123, loss: 1.6123, grad_norm: 5.1638 2021-07-13 23:59:19,547 - mmaction - INFO - Epoch [218][1360/1879] lr: 5.618e-03, eta: 17:23:08, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6195, top5_acc: 0.8074, loss_cls: 1.6493, loss: 1.6493, grad_norm: 5.0689 2021-07-13 23:59:36,682 - mmaction - INFO - Epoch [218][1380/1879] lr: 5.618e-03, eta: 17:22:50, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6023, top5_acc: 0.8020, loss_cls: 1.7175, loss: 1.7175, grad_norm: 5.2540 2021-07-13 23:59:53,647 - mmaction - INFO - Epoch [218][1400/1879] lr: 5.618e-03, eta: 17:22:33, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6039, top5_acc: 0.8070, loss_cls: 1.6834, loss: 1.6834, grad_norm: 5.1738 2021-07-14 00:00:17,544 - mmaction - INFO - Epoch [218][1420/1879] lr: 5.618e-03, eta: 17:22:18, time: 1.188, data_time: 0.005, memory: 6454, top1_acc: 0.5957, top5_acc: 0.8086, loss_cls: 1.6870, loss: 1.6870, grad_norm: 5.2156 2021-07-14 00:00:34,775 - mmaction - INFO - Epoch [218][1440/1879] lr: 5.618e-03, eta: 17:22:01, time: 0.867, data_time: 0.010, memory: 6454, top1_acc: 0.6238, top5_acc: 0.8184, loss_cls: 1.6227, loss: 1.6227, grad_norm: 5.0861 2021-07-14 00:00:52,021 - mmaction - INFO - Epoch [218][1460/1879] lr: 5.618e-03, eta: 17:21:43, time: 0.864, data_time: 0.005, memory: 6454, top1_acc: 0.6051, top5_acc: 0.8102, loss_cls: 1.6768, loss: 1.6768, grad_norm: 5.2999 2021-07-14 00:01:09,242 - mmaction - INFO - Epoch [218][1480/1879] lr: 5.618e-03, eta: 17:21:26, time: 0.860, data_time: 0.001, memory: 6454, top1_acc: 0.6023, top5_acc: 0.8090, loss_cls: 1.6904, loss: 1.6904, grad_norm: 5.2174 2021-07-14 00:01:25,957 - mmaction - INFO - Epoch [218][1500/1879] lr: 5.618e-03, eta: 17:21:08, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.6129, top5_acc: 0.8043, loss_cls: 1.6344, loss: 1.6344, grad_norm: 5.2262 2021-07-14 00:01:43,025 - mmaction - INFO - Epoch [218][1520/1879] lr: 5.618e-03, eta: 17:20:50, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6141, top5_acc: 0.8141, loss_cls: 1.6311, loss: 1.6311, grad_norm: 5.1544 2021-07-14 00:02:00,100 - mmaction - INFO - Epoch [218][1540/1879] lr: 5.618e-03, eta: 17:20:33, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.6125, top5_acc: 0.8059, loss_cls: 1.6705, loss: 1.6705, grad_norm: 5.1331 2021-07-14 00:02:17,191 - mmaction - INFO - Epoch [218][1560/1879] lr: 5.618e-03, eta: 17:20:15, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6309, top5_acc: 0.8184, loss_cls: 1.5773, loss: 1.5773, grad_norm: 5.0088 2021-07-14 00:02:34,205 - mmaction - INFO - Epoch [218][1580/1879] lr: 5.618e-03, eta: 17:19:58, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6090, top5_acc: 0.8168, loss_cls: 1.6542, loss: 1.6542, grad_norm: 5.2192 2021-07-14 00:02:51,128 - mmaction - INFO - Epoch [218][1600/1879] lr: 5.618e-03, eta: 17:19:40, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6195, top5_acc: 0.8187, loss_cls: 1.6259, loss: 1.6259, grad_norm: 5.1770 2021-07-14 00:03:08,094 - mmaction - INFO - Epoch [218][1620/1879] lr: 5.618e-03, eta: 17:19:22, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6164, top5_acc: 0.8195, loss_cls: 1.6186, loss: 1.6186, grad_norm: 5.2712 2021-07-14 00:03:25,129 - mmaction - INFO - Epoch [218][1640/1879] lr: 5.618e-03, eta: 17:19:05, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.5973, top5_acc: 0.7988, loss_cls: 1.7157, loss: 1.7157, grad_norm: 5.3172 2021-07-14 00:03:41,965 - mmaction - INFO - Epoch [218][1660/1879] lr: 5.618e-03, eta: 17:18:47, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6016, top5_acc: 0.8078, loss_cls: 1.6875, loss: 1.6875, grad_norm: 5.2774 2021-07-14 00:03:58,879 - mmaction - INFO - Epoch [218][1680/1879] lr: 5.618e-03, eta: 17:18:30, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6059, top5_acc: 0.8027, loss_cls: 1.6888, loss: 1.6888, grad_norm: 5.1892 2021-07-14 00:04:15,848 - mmaction - INFO - Epoch [218][1700/1879] lr: 5.618e-03, eta: 17:18:12, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5992, top5_acc: 0.8094, loss_cls: 1.7020, loss: 1.7020, grad_norm: 5.2470 2021-07-14 00:04:32,726 - mmaction - INFO - Epoch [218][1720/1879] lr: 5.618e-03, eta: 17:17:54, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6254, top5_acc: 0.8090, loss_cls: 1.6389, loss: 1.6389, grad_norm: 5.1826 2021-07-14 00:04:49,891 - mmaction - INFO - Epoch [218][1740/1879] lr: 5.618e-03, eta: 17:17:37, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8184, loss_cls: 1.6562, loss: 1.6562, grad_norm: 5.2684 2021-07-14 00:05:06,971 - mmaction - INFO - Epoch [218][1760/1879] lr: 5.618e-03, eta: 17:17:19, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6238, top5_acc: 0.8328, loss_cls: 1.5636, loss: 1.5636, grad_norm: 5.1532 2021-07-14 00:05:23,997 - mmaction - INFO - Epoch [218][1780/1879] lr: 5.618e-03, eta: 17:17:02, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6254, top5_acc: 0.8195, loss_cls: 1.5711, loss: 1.5711, grad_norm: 5.1817 2021-07-14 00:05:40,910 - mmaction - INFO - Epoch [218][1800/1879] lr: 5.618e-03, eta: 17:16:44, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.5949, top5_acc: 0.8082, loss_cls: 1.7063, loss: 1.7063, grad_norm: 5.3652 2021-07-14 00:05:57,915 - mmaction - INFO - Epoch [218][1820/1879] lr: 5.618e-03, eta: 17:16:26, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8168, loss_cls: 1.6375, loss: 1.6375, grad_norm: 5.1744 2021-07-14 00:06:14,833 - mmaction - INFO - Epoch [218][1840/1879] lr: 5.618e-03, eta: 17:16:09, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6105, top5_acc: 0.8324, loss_cls: 1.6226, loss: 1.6226, grad_norm: 5.2738 2021-07-14 00:06:31,858 - mmaction - INFO - Epoch [218][1860/1879] lr: 5.618e-03, eta: 17:15:51, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6023, top5_acc: 0.8180, loss_cls: 1.6540, loss: 1.6540, grad_norm: 5.3085 2021-07-14 00:09:32,723 - mmaction - INFO - Epoch [219][20/1879] lr: 5.339e-03, eta: 17:16:09, time: 7.257, data_time: 6.335, memory: 6454, top1_acc: 0.6047, top5_acc: 0.8168, loss_cls: 1.6445, loss: 1.6445, grad_norm: 5.1437 2021-07-14 00:09:48,989 - mmaction - INFO - Epoch [219][40/1879] lr: 5.339e-03, eta: 17:15:51, time: 0.813, data_time: 0.005, memory: 6454, top1_acc: 0.6258, top5_acc: 0.8199, loss_cls: 1.6167, loss: 1.6167, grad_norm: 5.2361 2021-07-14 00:10:05,551 - mmaction - INFO - Epoch [219][60/1879] lr: 5.339e-03, eta: 17:15:33, time: 0.828, data_time: 0.005, memory: 6454, top1_acc: 0.6180, top5_acc: 0.8113, loss_cls: 1.6517, loss: 1.6517, grad_norm: 5.1824 2021-07-14 00:10:22,136 - mmaction - INFO - Epoch [219][80/1879] lr: 5.339e-03, eta: 17:15:15, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.6211, top5_acc: 0.8215, loss_cls: 1.5786, loss: 1.5786, grad_norm: 5.1468 2021-07-14 00:10:38,778 - mmaction - INFO - Epoch [219][100/1879] lr: 5.339e-03, eta: 17:14:57, time: 0.832, data_time: 0.002, memory: 6454, top1_acc: 0.6164, top5_acc: 0.8152, loss_cls: 1.6286, loss: 1.6286, grad_norm: 5.2353 2021-07-14 00:10:55,502 - mmaction - INFO - Epoch [219][120/1879] lr: 5.339e-03, eta: 17:14:40, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.6199, top5_acc: 0.8184, loss_cls: 1.6060, loss: 1.6060, grad_norm: 5.1543 2021-07-14 00:11:12,141 - mmaction - INFO - Epoch [219][140/1879] lr: 5.339e-03, eta: 17:14:22, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.6230, top5_acc: 0.8301, loss_cls: 1.5712, loss: 1.5712, grad_norm: 5.1190 2021-07-14 00:11:28,872 - mmaction - INFO - Epoch [219][160/1879] lr: 5.339e-03, eta: 17:14:04, time: 0.837, data_time: 0.006, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8207, loss_cls: 1.6439, loss: 1.6439, grad_norm: 5.3064 2021-07-14 00:11:45,848 - mmaction - INFO - Epoch [219][180/1879] lr: 5.339e-03, eta: 17:13:47, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6074, top5_acc: 0.8199, loss_cls: 1.6574, loss: 1.6574, grad_norm: 5.4098 2021-07-14 00:12:02,699 - mmaction - INFO - Epoch [219][200/1879] lr: 5.339e-03, eta: 17:13:29, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6215, top5_acc: 0.8160, loss_cls: 1.6138, loss: 1.6138, grad_norm: 5.2088 2021-07-14 00:12:19,543 - mmaction - INFO - Epoch [219][220/1879] lr: 5.339e-03, eta: 17:13:11, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.6195, top5_acc: 0.8121, loss_cls: 1.6335, loss: 1.6335, grad_norm: 5.1909 2021-07-14 00:12:36,556 - mmaction - INFO - Epoch [219][240/1879] lr: 5.339e-03, eta: 17:12:54, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.5938, top5_acc: 0.8059, loss_cls: 1.7177, loss: 1.7177, grad_norm: 5.2904 2021-07-14 00:12:53,385 - mmaction - INFO - Epoch [219][260/1879] lr: 5.339e-03, eta: 17:12:36, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.6066, top5_acc: 0.8289, loss_cls: 1.6288, loss: 1.6288, grad_norm: 5.2611 2021-07-14 00:13:09,844 - mmaction - INFO - Epoch [219][280/1879] lr: 5.339e-03, eta: 17:12:18, time: 0.823, data_time: 0.004, memory: 6454, top1_acc: 0.6156, top5_acc: 0.8258, loss_cls: 1.6200, loss: 1.6200, grad_norm: 5.1812 2021-07-14 00:13:26,697 - mmaction - INFO - Epoch [219][300/1879] lr: 5.339e-03, eta: 17:12:00, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6066, top5_acc: 0.8105, loss_cls: 1.6554, loss: 1.6554, grad_norm: 5.2627 2021-07-14 00:13:43,661 - mmaction - INFO - Epoch [219][320/1879] lr: 5.339e-03, eta: 17:11:43, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6211, top5_acc: 0.8086, loss_cls: 1.6625, loss: 1.6625, grad_norm: 5.2344 2021-07-14 00:14:00,158 - mmaction - INFO - Epoch [219][340/1879] lr: 5.339e-03, eta: 17:11:25, time: 0.826, data_time: 0.002, memory: 6454, top1_acc: 0.5988, top5_acc: 0.8141, loss_cls: 1.6232, loss: 1.6232, grad_norm: 5.2854 2021-07-14 00:14:17,131 - mmaction - INFO - Epoch [219][360/1879] lr: 5.339e-03, eta: 17:11:07, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6066, top5_acc: 0.8148, loss_cls: 1.6461, loss: 1.6461, grad_norm: 5.2816 2021-07-14 00:14:34,025 - mmaction - INFO - Epoch [219][380/1879] lr: 5.339e-03, eta: 17:10:50, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6082, top5_acc: 0.8102, loss_cls: 1.6738, loss: 1.6738, grad_norm: 5.2136 2021-07-14 00:14:51,106 - mmaction - INFO - Epoch [219][400/1879] lr: 5.339e-03, eta: 17:10:32, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6121, top5_acc: 0.8121, loss_cls: 1.6478, loss: 1.6478, grad_norm: 5.3102 2021-07-14 00:15:07,784 - mmaction - INFO - Epoch [219][420/1879] lr: 5.339e-03, eta: 17:10:14, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.6254, top5_acc: 0.8227, loss_cls: 1.6108, loss: 1.6108, grad_norm: 5.2350 2021-07-14 00:15:24,467 - mmaction - INFO - Epoch [219][440/1879] lr: 5.339e-03, eta: 17:09:57, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8195, loss_cls: 1.6397, loss: 1.6397, grad_norm: 5.2755 2021-07-14 00:15:41,324 - mmaction - INFO - Epoch [219][460/1879] lr: 5.339e-03, eta: 17:09:39, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.5844, top5_acc: 0.8000, loss_cls: 1.7251, loss: 1.7251, grad_norm: 5.3796 2021-07-14 00:15:58,114 - mmaction - INFO - Epoch [219][480/1879] lr: 5.339e-03, eta: 17:09:21, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.6082, top5_acc: 0.8055, loss_cls: 1.6733, loss: 1.6733, grad_norm: 5.3338 2021-07-14 00:16:15,077 - mmaction - INFO - Epoch [219][500/1879] lr: 5.339e-03, eta: 17:09:04, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6020, top5_acc: 0.8086, loss_cls: 1.6968, loss: 1.6968, grad_norm: 5.2949 2021-07-14 00:16:32,007 - mmaction - INFO - Epoch [219][520/1879] lr: 5.339e-03, eta: 17:08:46, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6098, top5_acc: 0.8098, loss_cls: 1.6652, loss: 1.6652, grad_norm: 5.3306 2021-07-14 00:16:48,936 - mmaction - INFO - Epoch [219][540/1879] lr: 5.339e-03, eta: 17:08:28, time: 0.844, data_time: 0.007, memory: 6454, top1_acc: 0.5973, top5_acc: 0.8121, loss_cls: 1.6769, loss: 1.6769, grad_norm: 5.3881 2021-07-14 00:17:05,860 - mmaction - INFO - Epoch [219][560/1879] lr: 5.339e-03, eta: 17:08:11, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6172, top5_acc: 0.8113, loss_cls: 1.6700, loss: 1.6700, grad_norm: 5.2477 2021-07-14 00:17:22,735 - mmaction - INFO - Epoch [219][580/1879] lr: 5.339e-03, eta: 17:07:53, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8070, loss_cls: 1.6281, loss: 1.6281, grad_norm: 5.1482 2021-07-14 00:17:39,807 - mmaction - INFO - Epoch [219][600/1879] lr: 5.339e-03, eta: 17:07:35, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6148, top5_acc: 0.8070, loss_cls: 1.6553, loss: 1.6553, grad_norm: 5.0827 2021-07-14 00:17:56,667 - mmaction - INFO - Epoch [219][620/1879] lr: 5.339e-03, eta: 17:07:18, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.5926, top5_acc: 0.7930, loss_cls: 1.7511, loss: 1.7511, grad_norm: 5.2661 2021-07-14 00:18:13,621 - mmaction - INFO - Epoch [219][640/1879] lr: 5.339e-03, eta: 17:07:00, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6145, top5_acc: 0.8070, loss_cls: 1.6718, loss: 1.6718, grad_norm: 5.1884 2021-07-14 00:18:30,723 - mmaction - INFO - Epoch [219][660/1879] lr: 5.339e-03, eta: 17:06:43, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6035, top5_acc: 0.8074, loss_cls: 1.6875, loss: 1.6875, grad_norm: 5.2426 2021-07-14 00:18:47,252 - mmaction - INFO - Epoch [219][680/1879] lr: 5.339e-03, eta: 17:06:25, time: 0.826, data_time: 0.001, memory: 6454, top1_acc: 0.6016, top5_acc: 0.8012, loss_cls: 1.7078, loss: 1.7078, grad_norm: 5.1799 2021-07-14 00:19:04,552 - mmaction - INFO - Epoch [219][700/1879] lr: 5.339e-03, eta: 17:06:07, time: 0.864, data_time: 0.003, memory: 6454, top1_acc: 0.6023, top5_acc: 0.8074, loss_cls: 1.6897, loss: 1.6897, grad_norm: 5.2863 2021-07-14 00:19:21,620 - mmaction - INFO - Epoch [219][720/1879] lr: 5.339e-03, eta: 17:05:50, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6172, top5_acc: 0.8184, loss_cls: 1.6453, loss: 1.6453, grad_norm: 5.2157 2021-07-14 00:19:38,693 - mmaction - INFO - Epoch [219][740/1879] lr: 5.339e-03, eta: 17:05:32, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6168, top5_acc: 0.8156, loss_cls: 1.6281, loss: 1.6281, grad_norm: 5.2490 2021-07-14 00:19:55,561 - mmaction - INFO - Epoch [219][760/1879] lr: 5.339e-03, eta: 17:05:14, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.6121, top5_acc: 0.8059, loss_cls: 1.6762, loss: 1.6762, grad_norm: 5.2146 2021-07-14 00:20:12,303 - mmaction - INFO - Epoch [219][780/1879] lr: 5.339e-03, eta: 17:04:57, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.6090, top5_acc: 0.8148, loss_cls: 1.6482, loss: 1.6482, grad_norm: 5.2967 2021-07-14 00:20:29,341 - mmaction - INFO - Epoch [219][800/1879] lr: 5.339e-03, eta: 17:04:39, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.6223, top5_acc: 0.8164, loss_cls: 1.6305, loss: 1.6305, grad_norm: 5.2070 2021-07-14 00:20:46,369 - mmaction - INFO - Epoch [219][820/1879] lr: 5.339e-03, eta: 17:04:22, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6090, top5_acc: 0.8102, loss_cls: 1.6348, loss: 1.6348, grad_norm: 5.1597 2021-07-14 00:21:03,198 - mmaction - INFO - Epoch [219][840/1879] lr: 5.339e-03, eta: 17:04:04, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6281, top5_acc: 0.8305, loss_cls: 1.5860, loss: 1.5860, grad_norm: 5.1471 2021-07-14 00:21:20,150 - mmaction - INFO - Epoch [219][860/1879] lr: 5.339e-03, eta: 17:03:46, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6289, top5_acc: 0.8187, loss_cls: 1.6017, loss: 1.6017, grad_norm: 5.0803 2021-07-14 00:21:37,165 - mmaction - INFO - Epoch [219][880/1879] lr: 5.339e-03, eta: 17:03:29, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6160, top5_acc: 0.8238, loss_cls: 1.6008, loss: 1.6008, grad_norm: 5.1314 2021-07-14 00:21:54,003 - mmaction - INFO - Epoch [219][900/1879] lr: 5.339e-03, eta: 17:03:11, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6051, top5_acc: 0.8098, loss_cls: 1.6697, loss: 1.6697, grad_norm: 5.1757 2021-07-14 00:22:10,939 - mmaction - INFO - Epoch [219][920/1879] lr: 5.339e-03, eta: 17:02:53, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6098, top5_acc: 0.8129, loss_cls: 1.6756, loss: 1.6756, grad_norm: 5.2998 2021-07-14 00:22:27,985 - mmaction - INFO - Epoch [219][940/1879] lr: 5.339e-03, eta: 17:02:36, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6141, top5_acc: 0.8180, loss_cls: 1.6237, loss: 1.6237, grad_norm: 5.2130 2021-07-14 00:22:45,095 - mmaction - INFO - Epoch [219][960/1879] lr: 5.339e-03, eta: 17:02:18, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6078, top5_acc: 0.8055, loss_cls: 1.6859, loss: 1.6859, grad_norm: 5.2783 2021-07-14 00:23:02,197 - mmaction - INFO - Epoch [219][980/1879] lr: 5.339e-03, eta: 17:02:01, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6305, top5_acc: 0.8160, loss_cls: 1.6120, loss: 1.6120, grad_norm: 5.1788 2021-07-14 00:23:18,833 - mmaction - INFO - Epoch [219][1000/1879] lr: 5.339e-03, eta: 17:01:43, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.6051, top5_acc: 0.8117, loss_cls: 1.6300, loss: 1.6300, grad_norm: 5.2851 2021-07-14 00:23:35,740 - mmaction - INFO - Epoch [219][1020/1879] lr: 5.339e-03, eta: 17:01:25, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6004, top5_acc: 0.8063, loss_cls: 1.6866, loss: 1.6866, grad_norm: 5.2710 2021-07-14 00:23:52,526 - mmaction - INFO - Epoch [219][1040/1879] lr: 5.339e-03, eta: 17:01:07, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.6238, top5_acc: 0.8234, loss_cls: 1.6022, loss: 1.6022, grad_norm: 5.1679 2021-07-14 00:24:09,467 - mmaction - INFO - Epoch [219][1060/1879] lr: 5.339e-03, eta: 17:00:50, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6230, top5_acc: 0.8211, loss_cls: 1.6115, loss: 1.6115, grad_norm: 5.1565 2021-07-14 00:24:26,394 - mmaction - INFO - Epoch [219][1080/1879] lr: 5.339e-03, eta: 17:00:32, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.5988, top5_acc: 0.8016, loss_cls: 1.7324, loss: 1.7324, grad_norm: 5.3967 2021-07-14 00:24:43,464 - mmaction - INFO - Epoch [219][1100/1879] lr: 5.339e-03, eta: 17:00:15, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6168, top5_acc: 0.8180, loss_cls: 1.6056, loss: 1.6056, grad_norm: 5.2555 2021-07-14 00:25:00,438 - mmaction - INFO - Epoch [219][1120/1879] lr: 5.339e-03, eta: 16:59:57, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6012, top5_acc: 0.8051, loss_cls: 1.7159, loss: 1.7159, grad_norm: 5.4449 2021-07-14 00:25:17,380 - mmaction - INFO - Epoch [219][1140/1879] lr: 5.339e-03, eta: 16:59:39, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6359, top5_acc: 0.8285, loss_cls: 1.5989, loss: 1.5989, grad_norm: 5.1975 2021-07-14 00:25:34,508 - mmaction - INFO - Epoch [219][1160/1879] lr: 5.339e-03, eta: 16:59:22, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8258, loss_cls: 1.6074, loss: 1.6074, grad_norm: 5.0987 2021-07-14 00:25:51,429 - mmaction - INFO - Epoch [219][1180/1879] lr: 5.339e-03, eta: 16:59:04, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6055, top5_acc: 0.8098, loss_cls: 1.6278, loss: 1.6278, grad_norm: 5.1414 2021-07-14 00:26:08,252 - mmaction - INFO - Epoch [219][1200/1879] lr: 5.339e-03, eta: 16:58:47, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.6086, top5_acc: 0.8113, loss_cls: 1.6902, loss: 1.6902, grad_norm: 5.2735 2021-07-14 00:26:25,217 - mmaction - INFO - Epoch [219][1220/1879] lr: 5.339e-03, eta: 16:58:29, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6191, top5_acc: 0.8078, loss_cls: 1.6745, loss: 1.6745, grad_norm: 5.2915 2021-07-14 00:26:41,999 - mmaction - INFO - Epoch [219][1240/1879] lr: 5.339e-03, eta: 16:58:11, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.6055, top5_acc: 0.8004, loss_cls: 1.7034, loss: 1.7034, grad_norm: 5.3210 2021-07-14 00:26:59,260 - mmaction - INFO - Epoch [219][1260/1879] lr: 5.339e-03, eta: 16:57:54, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.6207, top5_acc: 0.8055, loss_cls: 1.6612, loss: 1.6612, grad_norm: 5.1917 2021-07-14 00:27:16,439 - mmaction - INFO - Epoch [219][1280/1879] lr: 5.339e-03, eta: 16:57:36, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.6043, top5_acc: 0.8094, loss_cls: 1.6785, loss: 1.6785, grad_norm: 5.3417 2021-07-14 00:27:33,238 - mmaction - INFO - Epoch [219][1300/1879] lr: 5.339e-03, eta: 16:57:19, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.6043, top5_acc: 0.8102, loss_cls: 1.7134, loss: 1.7134, grad_norm: 5.3073 2021-07-14 00:27:49,885 - mmaction - INFO - Epoch [219][1320/1879] lr: 5.339e-03, eta: 16:57:01, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.6020, top5_acc: 0.8004, loss_cls: 1.6925, loss: 1.6925, grad_norm: 5.2930 2021-07-14 00:28:06,906 - mmaction - INFO - Epoch [219][1340/1879] lr: 5.339e-03, eta: 16:56:43, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6078, top5_acc: 0.8117, loss_cls: 1.6737, loss: 1.6737, grad_norm: 5.2262 2021-07-14 00:28:23,677 - mmaction - INFO - Epoch [219][1360/1879] lr: 5.339e-03, eta: 16:56:25, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.5895, top5_acc: 0.7980, loss_cls: 1.7351, loss: 1.7351, grad_norm: 5.3100 2021-07-14 00:28:40,754 - mmaction - INFO - Epoch [219][1380/1879] lr: 5.339e-03, eta: 16:56:08, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6145, top5_acc: 0.7965, loss_cls: 1.6644, loss: 1.6644, grad_norm: 5.1451 2021-07-14 00:28:57,963 - mmaction - INFO - Epoch [219][1400/1879] lr: 5.339e-03, eta: 16:55:50, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.5973, top5_acc: 0.8059, loss_cls: 1.7196, loss: 1.7196, grad_norm: 5.2578 2021-07-14 00:29:14,751 - mmaction - INFO - Epoch [219][1420/1879] lr: 5.339e-03, eta: 16:55:33, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.6141, top5_acc: 0.8137, loss_cls: 1.6430, loss: 1.6430, grad_norm: 5.2116 2021-07-14 00:29:31,750 - mmaction - INFO - Epoch [219][1440/1879] lr: 5.339e-03, eta: 16:55:15, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6039, top5_acc: 0.8012, loss_cls: 1.7035, loss: 1.7035, grad_norm: 5.2664 2021-07-14 00:29:48,759 - mmaction - INFO - Epoch [219][1460/1879] lr: 5.339e-03, eta: 16:54:58, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6289, top5_acc: 0.8113, loss_cls: 1.6119, loss: 1.6119, grad_norm: 5.1219 2021-07-14 00:30:05,865 - mmaction - INFO - Epoch [219][1480/1879] lr: 5.339e-03, eta: 16:54:40, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6184, top5_acc: 0.8172, loss_cls: 1.6368, loss: 1.6368, grad_norm: 5.3002 2021-07-14 00:30:22,579 - mmaction - INFO - Epoch [219][1500/1879] lr: 5.339e-03, eta: 16:54:22, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.5996, top5_acc: 0.8098, loss_cls: 1.6652, loss: 1.6652, grad_norm: 5.3475 2021-07-14 00:30:39,332 - mmaction - INFO - Epoch [219][1520/1879] lr: 5.339e-03, eta: 16:54:05, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8109, loss_cls: 1.6165, loss: 1.6165, grad_norm: 5.1793 2021-07-14 00:30:56,404 - mmaction - INFO - Epoch [219][1540/1879] lr: 5.339e-03, eta: 16:53:47, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8203, loss_cls: 1.5989, loss: 1.5989, grad_norm: 5.2232 2021-07-14 00:31:13,441 - mmaction - INFO - Epoch [219][1560/1879] lr: 5.339e-03, eta: 16:53:29, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6215, top5_acc: 0.8301, loss_cls: 1.5881, loss: 1.5881, grad_norm: 5.2143 2021-07-14 00:31:29,933 - mmaction - INFO - Epoch [219][1580/1879] lr: 5.339e-03, eta: 16:53:12, time: 0.825, data_time: 0.001, memory: 6454, top1_acc: 0.6055, top5_acc: 0.8090, loss_cls: 1.6868, loss: 1.6868, grad_norm: 5.4077 2021-07-14 00:31:46,991 - mmaction - INFO - Epoch [219][1600/1879] lr: 5.339e-03, eta: 16:52:54, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6062, top5_acc: 0.8082, loss_cls: 1.6964, loss: 1.6964, grad_norm: 5.3779 2021-07-14 00:32:03,652 - mmaction - INFO - Epoch [219][1620/1879] lr: 5.339e-03, eta: 16:52:36, time: 0.835, data_time: 0.006, memory: 6454, top1_acc: 0.6148, top5_acc: 0.8145, loss_cls: 1.6860, loss: 1.6860, grad_norm: 5.3597 2021-07-14 00:32:20,615 - mmaction - INFO - Epoch [219][1640/1879] lr: 5.339e-03, eta: 16:52:19, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8129, loss_cls: 1.6083, loss: 1.6083, grad_norm: 5.1987 2021-07-14 00:32:37,379 - mmaction - INFO - Epoch [219][1660/1879] lr: 5.339e-03, eta: 16:52:01, time: 0.838, data_time: 0.000, memory: 6454, top1_acc: 0.5988, top5_acc: 0.8176, loss_cls: 1.6453, loss: 1.6453, grad_norm: 5.2792 2021-07-14 00:32:54,358 - mmaction - INFO - Epoch [219][1680/1879] lr: 5.339e-03, eta: 16:51:43, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.5988, top5_acc: 0.8109, loss_cls: 1.6821, loss: 1.6821, grad_norm: 5.3328 2021-07-14 00:33:11,128 - mmaction - INFO - Epoch [219][1700/1879] lr: 5.339e-03, eta: 16:51:26, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.5840, top5_acc: 0.8027, loss_cls: 1.7271, loss: 1.7271, grad_norm: 5.4262 2021-07-14 00:33:27,818 - mmaction - INFO - Epoch [219][1720/1879] lr: 5.339e-03, eta: 16:51:08, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.6004, top5_acc: 0.8109, loss_cls: 1.7058, loss: 1.7058, grad_norm: 5.3949 2021-07-14 00:33:44,899 - mmaction - INFO - Epoch [219][1740/1879] lr: 5.339e-03, eta: 16:50:50, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.5957, top5_acc: 0.7988, loss_cls: 1.7067, loss: 1.7067, grad_norm: 5.3844 2021-07-14 00:34:01,896 - mmaction - INFO - Epoch [219][1760/1879] lr: 5.339e-03, eta: 16:50:33, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6047, top5_acc: 0.8117, loss_cls: 1.6989, loss: 1.6989, grad_norm: 5.4111 2021-07-14 00:34:18,816 - mmaction - INFO - Epoch [219][1780/1879] lr: 5.339e-03, eta: 16:50:15, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6102, top5_acc: 0.8051, loss_cls: 1.6966, loss: 1.6966, grad_norm: 5.2231 2021-07-14 00:34:35,820 - mmaction - INFO - Epoch [219][1800/1879] lr: 5.339e-03, eta: 16:49:57, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8129, loss_cls: 1.6447, loss: 1.6447, grad_norm: 5.1720 2021-07-14 00:34:52,514 - mmaction - INFO - Epoch [219][1820/1879] lr: 5.339e-03, eta: 16:49:40, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.6164, top5_acc: 0.8145, loss_cls: 1.6529, loss: 1.6529, grad_norm: 5.2808 2021-07-14 00:35:09,643 - mmaction - INFO - Epoch [219][1840/1879] lr: 5.339e-03, eta: 16:49:22, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.5996, top5_acc: 0.8066, loss_cls: 1.6976, loss: 1.6976, grad_norm: 5.3364 2021-07-14 00:35:26,912 - mmaction - INFO - Epoch [219][1860/1879] lr: 5.339e-03, eta: 16:49:05, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8145, loss_cls: 1.6390, loss: 1.6390, grad_norm: 5.1976 2021-07-14 00:37:14,145 - mmaction - INFO - Epoch [220][20/1879] lr: 5.066e-03, eta: 16:48:54, time: 4.356, data_time: 3.463, memory: 6454, top1_acc: 0.6184, top5_acc: 0.8230, loss_cls: 1.6097, loss: 1.6097, grad_norm: 5.3012 2021-07-14 00:37:30,672 - mmaction - INFO - Epoch [220][40/1879] lr: 5.066e-03, eta: 16:48:37, time: 0.827, data_time: 0.009, memory: 6454, top1_acc: 0.6199, top5_acc: 0.8176, loss_cls: 1.5983, loss: 1.5983, grad_norm: 5.2571 2021-07-14 00:37:47,309 - mmaction - INFO - Epoch [220][60/1879] lr: 5.066e-03, eta: 16:48:19, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.6129, top5_acc: 0.8113, loss_cls: 1.6633, loss: 1.6633, grad_norm: 5.3600 2021-07-14 00:38:04,152 - mmaction - INFO - Epoch [220][80/1879] lr: 5.066e-03, eta: 16:48:01, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6145, top5_acc: 0.8180, loss_cls: 1.6558, loss: 1.6558, grad_norm: 5.3908 2021-07-14 00:38:20,906 - mmaction - INFO - Epoch [220][100/1879] lr: 5.066e-03, eta: 16:47:43, time: 0.840, data_time: 0.007, memory: 6454, top1_acc: 0.6379, top5_acc: 0.8211, loss_cls: 1.5770, loss: 1.5770, grad_norm: 5.1400 2021-07-14 00:38:38,015 - mmaction - INFO - Epoch [220][120/1879] lr: 5.066e-03, eta: 16:47:26, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6172, top5_acc: 0.8133, loss_cls: 1.6369, loss: 1.6369, grad_norm: 5.3339 2021-07-14 00:38:54,833 - mmaction - INFO - Epoch [220][140/1879] lr: 5.066e-03, eta: 16:47:08, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.6199, top5_acc: 0.8230, loss_cls: 1.6029, loss: 1.6029, grad_norm: 5.1668 2021-07-14 00:39:11,788 - mmaction - INFO - Epoch [220][160/1879] lr: 5.066e-03, eta: 16:46:51, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6082, top5_acc: 0.8059, loss_cls: 1.6873, loss: 1.6873, grad_norm: 5.2935 2021-07-14 00:39:28,628 - mmaction - INFO - Epoch [220][180/1879] lr: 5.066e-03, eta: 16:46:33, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6055, top5_acc: 0.8059, loss_cls: 1.6618, loss: 1.6618, grad_norm: 5.3548 2021-07-14 00:39:45,793 - mmaction - INFO - Epoch [220][200/1879] lr: 5.066e-03, eta: 16:46:15, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.6145, top5_acc: 0.8148, loss_cls: 1.6170, loss: 1.6170, grad_norm: 5.2475 2021-07-14 00:40:02,770 - mmaction - INFO - Epoch [220][220/1879] lr: 5.066e-03, eta: 16:45:58, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6086, top5_acc: 0.8262, loss_cls: 1.6087, loss: 1.6087, grad_norm: 5.4616 2021-07-14 00:40:19,621 - mmaction - INFO - Epoch [220][240/1879] lr: 5.066e-03, eta: 16:45:40, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6258, top5_acc: 0.8191, loss_cls: 1.6211, loss: 1.6211, grad_norm: 5.2253 2021-07-14 00:40:36,453 - mmaction - INFO - Epoch [220][260/1879] lr: 5.066e-03, eta: 16:45:22, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.5922, top5_acc: 0.7949, loss_cls: 1.7241, loss: 1.7241, grad_norm: 5.3829 2021-07-14 00:40:53,556 - mmaction - INFO - Epoch [220][280/1879] lr: 5.066e-03, eta: 16:45:05, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6105, top5_acc: 0.8063, loss_cls: 1.6881, loss: 1.6881, grad_norm: 5.3344 2021-07-14 00:41:10,786 - mmaction - INFO - Epoch [220][300/1879] lr: 5.066e-03, eta: 16:44:47, time: 0.863, data_time: 0.007, memory: 6454, top1_acc: 0.6199, top5_acc: 0.8211, loss_cls: 1.6215, loss: 1.6215, grad_norm: 5.2748 2021-07-14 00:41:27,912 - mmaction - INFO - Epoch [220][320/1879] lr: 5.066e-03, eta: 16:44:30, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6219, top5_acc: 0.8180, loss_cls: 1.5991, loss: 1.5991, grad_norm: 5.2801 2021-07-14 00:41:45,075 - mmaction - INFO - Epoch [220][340/1879] lr: 5.066e-03, eta: 16:44:12, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.6223, top5_acc: 0.8234, loss_cls: 1.5997, loss: 1.5997, grad_norm: 5.3061 2021-07-14 00:42:02,028 - mmaction - INFO - Epoch [220][360/1879] lr: 5.066e-03, eta: 16:43:55, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6184, top5_acc: 0.8203, loss_cls: 1.6472, loss: 1.6472, grad_norm: 5.2363 2021-07-14 00:42:19,041 - mmaction - INFO - Epoch [220][380/1879] lr: 5.066e-03, eta: 16:43:37, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.6145, top5_acc: 0.8242, loss_cls: 1.6131, loss: 1.6131, grad_norm: 5.3143 2021-07-14 00:42:35,865 - mmaction - INFO - Epoch [220][400/1879] lr: 5.066e-03, eta: 16:43:19, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.6281, top5_acc: 0.8230, loss_cls: 1.5852, loss: 1.5852, grad_norm: 5.2239 2021-07-14 00:42:52,981 - mmaction - INFO - Epoch [220][420/1879] lr: 5.066e-03, eta: 16:43:02, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6219, top5_acc: 0.8180, loss_cls: 1.6194, loss: 1.6194, grad_norm: 5.2699 2021-07-14 00:43:09,875 - mmaction - INFO - Epoch [220][440/1879] lr: 5.066e-03, eta: 16:42:44, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.6133, top5_acc: 0.8117, loss_cls: 1.6616, loss: 1.6616, grad_norm: 5.2692 2021-07-14 00:43:27,084 - mmaction - INFO - Epoch [220][460/1879] lr: 5.066e-03, eta: 16:42:27, time: 0.862, data_time: 0.003, memory: 6454, top1_acc: 0.6207, top5_acc: 0.8184, loss_cls: 1.6122, loss: 1.6122, grad_norm: 5.2377 2021-07-14 00:43:43,967 - mmaction - INFO - Epoch [220][480/1879] lr: 5.066e-03, eta: 16:42:09, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8254, loss_cls: 1.6086, loss: 1.6086, grad_norm: 5.2761 2021-07-14 00:44:00,891 - mmaction - INFO - Epoch [220][500/1879] lr: 5.066e-03, eta: 16:41:51, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8105, loss_cls: 1.6409, loss: 1.6409, grad_norm: 5.3174 2021-07-14 00:44:18,017 - mmaction - INFO - Epoch [220][520/1879] lr: 5.066e-03, eta: 16:41:34, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6066, top5_acc: 0.8047, loss_cls: 1.6428, loss: 1.6428, grad_norm: 5.2693 2021-07-14 00:44:35,088 - mmaction - INFO - Epoch [220][540/1879] lr: 5.066e-03, eta: 16:41:16, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6246, top5_acc: 0.8262, loss_cls: 1.5777, loss: 1.5777, grad_norm: 5.1318 2021-07-14 00:44:51,988 - mmaction - INFO - Epoch [220][560/1879] lr: 5.066e-03, eta: 16:40:59, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6184, top5_acc: 0.8246, loss_cls: 1.6531, loss: 1.6531, grad_norm: 5.4055 2021-07-14 00:45:08,988 - mmaction - INFO - Epoch [220][580/1879] lr: 5.066e-03, eta: 16:40:41, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6027, top5_acc: 0.8207, loss_cls: 1.6556, loss: 1.6556, grad_norm: 5.3363 2021-07-14 00:45:25,928 - mmaction - INFO - Epoch [220][600/1879] lr: 5.066e-03, eta: 16:40:23, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6164, top5_acc: 0.8199, loss_cls: 1.6283, loss: 1.6283, grad_norm: 5.3307 2021-07-14 00:45:42,898 - mmaction - INFO - Epoch [220][620/1879] lr: 5.066e-03, eta: 16:40:06, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6215, top5_acc: 0.8184, loss_cls: 1.6313, loss: 1.6313, grad_norm: 5.2177 2021-07-14 00:45:59,723 - mmaction - INFO - Epoch [220][640/1879] lr: 5.066e-03, eta: 16:39:48, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8121, loss_cls: 1.6995, loss: 1.6995, grad_norm: 5.3959 2021-07-14 00:46:16,608 - mmaction - INFO - Epoch [220][660/1879] lr: 5.066e-03, eta: 16:39:30, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6145, top5_acc: 0.8250, loss_cls: 1.6130, loss: 1.6130, grad_norm: 5.5175 2021-07-14 00:46:33,540 - mmaction - INFO - Epoch [220][680/1879] lr: 5.066e-03, eta: 16:39:13, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6156, top5_acc: 0.8090, loss_cls: 1.6501, loss: 1.6501, grad_norm: 5.2051 2021-07-14 00:46:50,618 - mmaction - INFO - Epoch [220][700/1879] lr: 5.066e-03, eta: 16:38:55, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6109, top5_acc: 0.8223, loss_cls: 1.6511, loss: 1.6511, grad_norm: 5.3116 2021-07-14 00:47:07,559 - mmaction - INFO - Epoch [220][720/1879] lr: 5.066e-03, eta: 16:38:38, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8176, loss_cls: 1.6199, loss: 1.6199, grad_norm: 5.2650 2021-07-14 00:47:24,596 - mmaction - INFO - Epoch [220][740/1879] lr: 5.066e-03, eta: 16:38:20, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6293, top5_acc: 0.8191, loss_cls: 1.6151, loss: 1.6151, grad_norm: 5.3115 2021-07-14 00:47:41,570 - mmaction - INFO - Epoch [220][760/1879] lr: 5.066e-03, eta: 16:38:02, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6215, top5_acc: 0.8129, loss_cls: 1.6388, loss: 1.6388, grad_norm: 5.1938 2021-07-14 00:47:58,606 - mmaction - INFO - Epoch [220][780/1879] lr: 5.066e-03, eta: 16:37:45, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8121, loss_cls: 1.6414, loss: 1.6414, grad_norm: 5.2427 2021-07-14 00:48:15,792 - mmaction - INFO - Epoch [220][800/1879] lr: 5.066e-03, eta: 16:37:27, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.5996, top5_acc: 0.8094, loss_cls: 1.6645, loss: 1.6645, grad_norm: 5.4048 2021-07-14 00:48:32,886 - mmaction - INFO - Epoch [220][820/1879] lr: 5.066e-03, eta: 16:37:10, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6004, top5_acc: 0.8035, loss_cls: 1.7108, loss: 1.7108, grad_norm: 5.4310 2021-07-14 00:48:49,976 - mmaction - INFO - Epoch [220][840/1879] lr: 5.066e-03, eta: 16:36:52, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6188, top5_acc: 0.8285, loss_cls: 1.6114, loss: 1.6114, grad_norm: 5.2544 2021-07-14 00:49:07,113 - mmaction - INFO - Epoch [220][860/1879] lr: 5.066e-03, eta: 16:36:35, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6258, top5_acc: 0.8199, loss_cls: 1.5969, loss: 1.5969, grad_norm: 5.2460 2021-07-14 00:49:23,715 - mmaction - INFO - Epoch [220][880/1879] lr: 5.066e-03, eta: 16:36:17, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.6059, top5_acc: 0.8160, loss_cls: 1.6654, loss: 1.6654, grad_norm: 5.4796 2021-07-14 00:49:40,553 - mmaction - INFO - Epoch [220][900/1879] lr: 5.066e-03, eta: 16:35:59, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.6137, top5_acc: 0.8105, loss_cls: 1.6321, loss: 1.6321, grad_norm: 5.4677 2021-07-14 00:49:57,674 - mmaction - INFO - Epoch [220][920/1879] lr: 5.066e-03, eta: 16:35:42, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.6145, top5_acc: 0.8160, loss_cls: 1.6565, loss: 1.6565, grad_norm: 5.3805 2021-07-14 00:50:14,472 - mmaction - INFO - Epoch [220][940/1879] lr: 5.066e-03, eta: 16:35:24, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.6055, top5_acc: 0.8086, loss_cls: 1.6930, loss: 1.6930, grad_norm: 5.3246 2021-07-14 00:50:31,360 - mmaction - INFO - Epoch [220][960/1879] lr: 5.066e-03, eta: 16:35:06, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.6125, top5_acc: 0.8066, loss_cls: 1.6617, loss: 1.6617, grad_norm: 5.2354 2021-07-14 00:50:48,317 - mmaction - INFO - Epoch [220][980/1879] lr: 5.066e-03, eta: 16:34:49, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8250, loss_cls: 1.6061, loss: 1.6061, grad_norm: 5.3394 2021-07-14 00:51:05,416 - mmaction - INFO - Epoch [220][1000/1879] lr: 5.066e-03, eta: 16:34:31, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6098, top5_acc: 0.8113, loss_cls: 1.6414, loss: 1.6414, grad_norm: 5.3238 2021-07-14 00:51:22,623 - mmaction - INFO - Epoch [220][1020/1879] lr: 5.066e-03, eta: 16:34:14, time: 0.861, data_time: 0.003, memory: 6454, top1_acc: 0.6188, top5_acc: 0.8199, loss_cls: 1.6204, loss: 1.6204, grad_norm: 5.1646 2021-07-14 00:51:39,662 - mmaction - INFO - Epoch [220][1040/1879] lr: 5.066e-03, eta: 16:33:56, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6168, top5_acc: 0.8074, loss_cls: 1.6694, loss: 1.6694, grad_norm: 5.2793 2021-07-14 00:51:56,508 - mmaction - INFO - Epoch [220][1060/1879] lr: 5.066e-03, eta: 16:33:38, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6301, top5_acc: 0.8207, loss_cls: 1.5523, loss: 1.5523, grad_norm: 5.1768 2021-07-14 00:52:13,408 - mmaction - INFO - Epoch [220][1080/1879] lr: 5.066e-03, eta: 16:33:21, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6246, top5_acc: 0.8148, loss_cls: 1.6687, loss: 1.6687, grad_norm: 5.1969 2021-07-14 00:52:30,092 - mmaction - INFO - Epoch [220][1100/1879] lr: 5.066e-03, eta: 16:33:03, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.6133, top5_acc: 0.8152, loss_cls: 1.6673, loss: 1.6673, grad_norm: 5.2547 2021-07-14 00:52:46,846 - mmaction - INFO - Epoch [220][1120/1879] lr: 5.066e-03, eta: 16:32:45, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.6047, top5_acc: 0.8223, loss_cls: 1.6609, loss: 1.6609, grad_norm: 5.3263 2021-07-14 00:53:03,943 - mmaction - INFO - Epoch [220][1140/1879] lr: 5.066e-03, eta: 16:32:28, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6090, top5_acc: 0.7996, loss_cls: 1.7142, loss: 1.7142, grad_norm: 5.4228 2021-07-14 00:53:20,946 - mmaction - INFO - Epoch [220][1160/1879] lr: 5.066e-03, eta: 16:32:10, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6098, top5_acc: 0.8145, loss_cls: 1.6560, loss: 1.6560, grad_norm: 5.3588 2021-07-14 00:53:38,055 - mmaction - INFO - Epoch [220][1180/1879] lr: 5.066e-03, eta: 16:31:53, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6027, top5_acc: 0.8094, loss_cls: 1.6711, loss: 1.6711, grad_norm: 5.3649 2021-07-14 00:53:55,006 - mmaction - INFO - Epoch [220][1200/1879] lr: 5.066e-03, eta: 16:31:35, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8094, loss_cls: 1.6352, loss: 1.6352, grad_norm: 5.2269 2021-07-14 00:54:11,958 - mmaction - INFO - Epoch [220][1220/1879] lr: 5.066e-03, eta: 16:31:17, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6203, top5_acc: 0.8094, loss_cls: 1.6606, loss: 1.6606, grad_norm: 5.3407 2021-07-14 00:54:28,924 - mmaction - INFO - Epoch [220][1240/1879] lr: 5.066e-03, eta: 16:31:00, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.5988, top5_acc: 0.8129, loss_cls: 1.7055, loss: 1.7055, grad_norm: 5.3677 2021-07-14 00:54:45,893 - mmaction - INFO - Epoch [220][1260/1879] lr: 5.066e-03, eta: 16:30:42, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6219, top5_acc: 0.8133, loss_cls: 1.6286, loss: 1.6286, grad_norm: 5.3753 2021-07-14 00:55:03,081 - mmaction - INFO - Epoch [220][1280/1879] lr: 5.066e-03, eta: 16:30:25, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8074, loss_cls: 1.6572, loss: 1.6572, grad_norm: 5.3470 2021-07-14 00:55:20,020 - mmaction - INFO - Epoch [220][1300/1879] lr: 5.066e-03, eta: 16:30:07, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6297, top5_acc: 0.8176, loss_cls: 1.5850, loss: 1.5850, grad_norm: 5.2458 2021-07-14 00:55:36,974 - mmaction - INFO - Epoch [220][1320/1879] lr: 5.066e-03, eta: 16:29:49, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6145, top5_acc: 0.8129, loss_cls: 1.6376, loss: 1.6376, grad_norm: 5.2291 2021-07-14 00:55:53,902 - mmaction - INFO - Epoch [220][1340/1879] lr: 5.066e-03, eta: 16:29:32, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6195, top5_acc: 0.8133, loss_cls: 1.6281, loss: 1.6281, grad_norm: 5.2487 2021-07-14 00:56:10,691 - mmaction - INFO - Epoch [220][1360/1879] lr: 5.066e-03, eta: 16:29:14, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6293, top5_acc: 0.8301, loss_cls: 1.5681, loss: 1.5681, grad_norm: 5.2136 2021-07-14 00:56:27,816 - mmaction - INFO - Epoch [220][1380/1879] lr: 5.066e-03, eta: 16:28:57, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6113, top5_acc: 0.8078, loss_cls: 1.6406, loss: 1.6406, grad_norm: 5.3415 2021-07-14 00:56:44,886 - mmaction - INFO - Epoch [220][1400/1879] lr: 5.066e-03, eta: 16:28:39, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6098, top5_acc: 0.8160, loss_cls: 1.6497, loss: 1.6497, grad_norm: 5.4394 2021-07-14 00:57:01,771 - mmaction - INFO - Epoch [220][1420/1879] lr: 5.066e-03, eta: 16:28:21, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8121, loss_cls: 1.6870, loss: 1.6870, grad_norm: 5.3966 2021-07-14 00:57:18,710 - mmaction - INFO - Epoch [220][1440/1879] lr: 5.066e-03, eta: 16:28:04, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8047, loss_cls: 1.6777, loss: 1.6777, grad_norm: 5.2138 2021-07-14 00:57:35,537 - mmaction - INFO - Epoch [220][1460/1879] lr: 5.066e-03, eta: 16:27:46, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.6109, top5_acc: 0.8152, loss_cls: 1.6788, loss: 1.6788, grad_norm: 5.2603 2021-07-14 00:57:52,541 - mmaction - INFO - Epoch [220][1480/1879] lr: 5.066e-03, eta: 16:27:28, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6336, top5_acc: 0.8137, loss_cls: 1.5870, loss: 1.5870, grad_norm: 5.2380 2021-07-14 00:58:09,415 - mmaction - INFO - Epoch [220][1500/1879] lr: 5.066e-03, eta: 16:27:11, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6191, top5_acc: 0.8133, loss_cls: 1.6357, loss: 1.6357, grad_norm: 5.3711 2021-07-14 00:58:26,196 - mmaction - INFO - Epoch [220][1520/1879] lr: 5.066e-03, eta: 16:26:53, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.6121, top5_acc: 0.8043, loss_cls: 1.6723, loss: 1.6723, grad_norm: 5.2808 2021-07-14 00:58:43,137 - mmaction - INFO - Epoch [220][1540/1879] lr: 5.066e-03, eta: 16:26:35, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6012, top5_acc: 0.8121, loss_cls: 1.6627, loss: 1.6627, grad_norm: 5.3777 2021-07-14 00:59:00,162 - mmaction - INFO - Epoch [220][1560/1879] lr: 5.066e-03, eta: 16:26:18, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6125, top5_acc: 0.8152, loss_cls: 1.6211, loss: 1.6211, grad_norm: 5.3118 2021-07-14 00:59:17,182 - mmaction - INFO - Epoch [220][1580/1879] lr: 5.066e-03, eta: 16:26:00, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6047, top5_acc: 0.7930, loss_cls: 1.7186, loss: 1.7186, grad_norm: 5.4133 2021-07-14 00:59:34,182 - mmaction - INFO - Epoch [220][1600/1879] lr: 5.066e-03, eta: 16:25:43, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6035, top5_acc: 0.8109, loss_cls: 1.6343, loss: 1.6343, grad_norm: 5.3198 2021-07-14 00:59:51,069 - mmaction - INFO - Epoch [220][1620/1879] lr: 5.066e-03, eta: 16:25:25, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8125, loss_cls: 1.6397, loss: 1.6397, grad_norm: 5.2891 2021-07-14 01:00:08,129 - mmaction - INFO - Epoch [220][1640/1879] lr: 5.066e-03, eta: 16:25:08, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6219, top5_acc: 0.8117, loss_cls: 1.6613, loss: 1.6613, grad_norm: 5.4725 2021-07-14 01:00:24,944 - mmaction - INFO - Epoch [220][1660/1879] lr: 5.066e-03, eta: 16:24:50, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6090, top5_acc: 0.8117, loss_cls: 1.6741, loss: 1.6741, grad_norm: 5.4270 2021-07-14 01:00:41,853 - mmaction - INFO - Epoch [220][1680/1879] lr: 5.066e-03, eta: 16:24:32, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6129, top5_acc: 0.8070, loss_cls: 1.6564, loss: 1.6564, grad_norm: 5.4138 2021-07-14 01:00:58,717 - mmaction - INFO - Epoch [220][1700/1879] lr: 5.066e-03, eta: 16:24:15, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6012, top5_acc: 0.8141, loss_cls: 1.6607, loss: 1.6607, grad_norm: 5.3922 2021-07-14 01:01:15,341 - mmaction - INFO - Epoch [220][1720/1879] lr: 5.066e-03, eta: 16:23:57, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.6262, top5_acc: 0.8137, loss_cls: 1.6110, loss: 1.6110, grad_norm: 5.1422 2021-07-14 01:01:32,280 - mmaction - INFO - Epoch [220][1740/1879] lr: 5.066e-03, eta: 16:23:39, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6199, top5_acc: 0.8156, loss_cls: 1.6376, loss: 1.6376, grad_norm: 5.3633 2021-07-14 01:01:49,417 - mmaction - INFO - Epoch [220][1760/1879] lr: 5.066e-03, eta: 16:23:22, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6211, top5_acc: 0.8195, loss_cls: 1.6134, loss: 1.6134, grad_norm: 5.4190 2021-07-14 01:02:06,118 - mmaction - INFO - Epoch [220][1780/1879] lr: 5.066e-03, eta: 16:23:04, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.6113, top5_acc: 0.8105, loss_cls: 1.6624, loss: 1.6624, grad_norm: 5.4942 2021-07-14 01:02:23,276 - mmaction - INFO - Epoch [220][1800/1879] lr: 5.066e-03, eta: 16:22:46, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.5887, top5_acc: 0.7934, loss_cls: 1.7413, loss: 1.7413, grad_norm: 5.5586 2021-07-14 01:02:40,096 - mmaction - INFO - Epoch [220][1820/1879] lr: 5.066e-03, eta: 16:22:29, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6094, top5_acc: 0.8164, loss_cls: 1.6267, loss: 1.6267, grad_norm: 5.2832 2021-07-14 01:02:56,907 - mmaction - INFO - Epoch [220][1840/1879] lr: 5.066e-03, eta: 16:22:11, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.6051, top5_acc: 0.8098, loss_cls: 1.6638, loss: 1.6638, grad_norm: 5.3467 2021-07-14 01:03:13,758 - mmaction - INFO - Epoch [220][1860/1879] lr: 5.066e-03, eta: 16:21:53, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6086, top5_acc: 0.8156, loss_cls: 1.6570, loss: 1.6570, grad_norm: 5.4324 2021-07-14 01:06:36,226 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-14 01:06:37,038 - mmaction - INFO - top1_acc 0.6530 top5_acc 0.8599 2021-07-14 01:06:37,038 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-14 01:06:37,104 - mmaction - INFO - mean_acc 0.6528 2021-07-14 01:06:38,257 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_220.pth. 2021-07-14 01:06:38,257 - mmaction - INFO - Best top1_acc is 0.6530 at 220 epoch. 2021-07-14 01:06:38,267 - mmaction - INFO - Saving checkpoint at 220 epochs 2021-07-14 01:06:38,914 - mmaction - INFO - Epoch(val) [220][155] top1_acc: 0.6530, top5_acc: 0.8599, mean_class_accuracy: 0.6528 2021-07-14 01:07:31,791 - mmaction - INFO - Epoch [221][20/1879] lr: 4.801e-03, eta: 16:21:28, time: 2.642, data_time: 1.575, memory: 6454, top1_acc: 0.6172, top5_acc: 0.8187, loss_cls: 1.6337, loss: 1.6337, grad_norm: 5.4610 2021-07-14 01:07:48,220 - mmaction - INFO - Epoch [221][40/1879] lr: 4.801e-03, eta: 16:21:10, time: 0.821, data_time: 0.004, memory: 6454, top1_acc: 0.6168, top5_acc: 0.8148, loss_cls: 1.6504, loss: 1.6504, grad_norm: 5.2792 2021-07-14 01:08:05,067 - mmaction - INFO - Epoch [221][60/1879] lr: 4.801e-03, eta: 16:20:52, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.6285, top5_acc: 0.8113, loss_cls: 1.6304, loss: 1.6304, grad_norm: 5.2808 2021-07-14 01:08:21,882 - mmaction - INFO - Epoch [221][80/1879] lr: 4.801e-03, eta: 16:20:34, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6328, top5_acc: 0.8180, loss_cls: 1.5891, loss: 1.5891, grad_norm: 5.1329 2021-07-14 01:08:38,966 - mmaction - INFO - Epoch [221][100/1879] lr: 4.801e-03, eta: 16:20:17, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.6266, top5_acc: 0.8102, loss_cls: 1.6052, loss: 1.6052, grad_norm: 5.2588 2021-07-14 01:08:56,031 - mmaction - INFO - Epoch [221][120/1879] lr: 4.801e-03, eta: 16:19:59, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.6129, top5_acc: 0.8180, loss_cls: 1.6245, loss: 1.6245, grad_norm: 5.3267 2021-07-14 01:09:12,636 - mmaction - INFO - Epoch [221][140/1879] lr: 4.801e-03, eta: 16:19:41, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.6039, top5_acc: 0.8066, loss_cls: 1.6859, loss: 1.6859, grad_norm: 5.4626 2021-07-14 01:09:29,600 - mmaction - INFO - Epoch [221][160/1879] lr: 4.801e-03, eta: 16:19:24, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6219, top5_acc: 0.8160, loss_cls: 1.6270, loss: 1.6270, grad_norm: 5.2281 2021-07-14 01:09:46,516 - mmaction - INFO - Epoch [221][180/1879] lr: 4.801e-03, eta: 16:19:06, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6273, top5_acc: 0.8227, loss_cls: 1.5656, loss: 1.5656, grad_norm: 5.1990 2021-07-14 01:10:03,497 - mmaction - INFO - Epoch [221][200/1879] lr: 4.801e-03, eta: 16:18:49, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6203, top5_acc: 0.8168, loss_cls: 1.6105, loss: 1.6105, grad_norm: 5.2676 2021-07-14 01:10:20,676 - mmaction - INFO - Epoch [221][220/1879] lr: 4.801e-03, eta: 16:18:31, time: 0.858, data_time: 0.002, memory: 6454, top1_acc: 0.6230, top5_acc: 0.8223, loss_cls: 1.6215, loss: 1.6215, grad_norm: 5.3811 2021-07-14 01:10:37,641 - mmaction - INFO - Epoch [221][240/1879] lr: 4.801e-03, eta: 16:18:14, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6219, top5_acc: 0.8164, loss_cls: 1.6299, loss: 1.6299, grad_norm: 5.3249 2021-07-14 01:10:54,115 - mmaction - INFO - Epoch [221][260/1879] lr: 4.801e-03, eta: 16:17:56, time: 0.827, data_time: 0.004, memory: 6454, top1_acc: 0.6211, top5_acc: 0.8160, loss_cls: 1.6223, loss: 1.6223, grad_norm: 5.2806 2021-07-14 01:11:11,333 - mmaction - INFO - Epoch [221][280/1879] lr: 4.801e-03, eta: 16:17:38, time: 0.859, data_time: 0.002, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8219, loss_cls: 1.6135, loss: 1.6135, grad_norm: 5.2915 2021-07-14 01:11:28,080 - mmaction - INFO - Epoch [221][300/1879] lr: 4.801e-03, eta: 16:17:20, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.6207, top5_acc: 0.8164, loss_cls: 1.6500, loss: 1.6500, grad_norm: 5.3904 2021-07-14 01:11:45,257 - mmaction - INFO - Epoch [221][320/1879] lr: 4.801e-03, eta: 16:17:03, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6156, top5_acc: 0.8063, loss_cls: 1.6525, loss: 1.6525, grad_norm: 5.3680 2021-07-14 01:12:02,221 - mmaction - INFO - Epoch [221][340/1879] lr: 4.801e-03, eta: 16:16:45, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6277, top5_acc: 0.8223, loss_cls: 1.5835, loss: 1.5835, grad_norm: 5.2549 2021-07-14 01:12:19,476 - mmaction - INFO - Epoch [221][360/1879] lr: 4.801e-03, eta: 16:16:28, time: 0.863, data_time: 0.004, memory: 6454, top1_acc: 0.6188, top5_acc: 0.8238, loss_cls: 1.6114, loss: 1.6114, grad_norm: 5.3764 2021-07-14 01:12:36,308 - mmaction - INFO - Epoch [221][380/1879] lr: 4.801e-03, eta: 16:16:10, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6285, top5_acc: 0.8258, loss_cls: 1.5608, loss: 1.5608, grad_norm: 5.3647 2021-07-14 01:12:53,327 - mmaction - INFO - Epoch [221][400/1879] lr: 4.801e-03, eta: 16:15:53, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6062, top5_acc: 0.8086, loss_cls: 1.6676, loss: 1.6676, grad_norm: 5.5295 2021-07-14 01:13:10,060 - mmaction - INFO - Epoch [221][420/1879] lr: 4.801e-03, eta: 16:15:35, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.6137, top5_acc: 0.8172, loss_cls: 1.6358, loss: 1.6358, grad_norm: 5.4259 2021-07-14 01:13:26,868 - mmaction - INFO - Epoch [221][440/1879] lr: 4.801e-03, eta: 16:15:17, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6355, top5_acc: 0.8187, loss_cls: 1.6085, loss: 1.6085, grad_norm: 5.2631 2021-07-14 01:13:43,985 - mmaction - INFO - Epoch [221][460/1879] lr: 4.801e-03, eta: 16:15:00, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.5945, top5_acc: 0.8156, loss_cls: 1.6748, loss: 1.6748, grad_norm: 5.3999 2021-07-14 01:14:00,993 - mmaction - INFO - Epoch [221][480/1879] lr: 4.801e-03, eta: 16:14:42, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6238, top5_acc: 0.8156, loss_cls: 1.6357, loss: 1.6357, grad_norm: 5.3578 2021-07-14 01:14:18,064 - mmaction - INFO - Epoch [221][500/1879] lr: 4.801e-03, eta: 16:14:25, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6227, top5_acc: 0.8184, loss_cls: 1.6110, loss: 1.6110, grad_norm: 5.3457 2021-07-14 01:14:35,176 - mmaction - INFO - Epoch [221][520/1879] lr: 4.801e-03, eta: 16:14:07, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6203, top5_acc: 0.8203, loss_cls: 1.5993, loss: 1.5993, grad_norm: 5.2804 2021-07-14 01:14:52,112 - mmaction - INFO - Epoch [221][540/1879] lr: 4.801e-03, eta: 16:13:49, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6188, top5_acc: 0.8262, loss_cls: 1.5809, loss: 1.5809, grad_norm: 5.3472 2021-07-14 01:15:08,846 - mmaction - INFO - Epoch [221][560/1879] lr: 4.801e-03, eta: 16:13:32, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6094, top5_acc: 0.8223, loss_cls: 1.6162, loss: 1.6162, grad_norm: 5.3669 2021-07-14 01:15:25,847 - mmaction - INFO - Epoch [221][580/1879] lr: 4.801e-03, eta: 16:13:14, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6094, top5_acc: 0.8215, loss_cls: 1.6482, loss: 1.6482, grad_norm: 5.4531 2021-07-14 01:15:42,853 - mmaction - INFO - Epoch [221][600/1879] lr: 4.801e-03, eta: 16:12:57, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8219, loss_cls: 1.6061, loss: 1.6061, grad_norm: 5.3689 2021-07-14 01:15:59,998 - mmaction - INFO - Epoch [221][620/1879] lr: 4.801e-03, eta: 16:12:39, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8121, loss_cls: 1.6285, loss: 1.6285, grad_norm: 5.4127 2021-07-14 01:16:16,881 - mmaction - INFO - Epoch [221][640/1879] lr: 4.801e-03, eta: 16:12:21, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6293, top5_acc: 0.8191, loss_cls: 1.5799, loss: 1.5799, grad_norm: 5.2927 2021-07-14 01:16:33,964 - mmaction - INFO - Epoch [221][660/1879] lr: 4.801e-03, eta: 16:12:04, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6285, top5_acc: 0.8187, loss_cls: 1.6211, loss: 1.6211, grad_norm: 5.2096 2021-07-14 01:16:51,167 - mmaction - INFO - Epoch [221][680/1879] lr: 4.801e-03, eta: 16:11:46, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.6199, top5_acc: 0.8273, loss_cls: 1.5896, loss: 1.5896, grad_norm: 5.3344 2021-07-14 01:17:08,197 - mmaction - INFO - Epoch [221][700/1879] lr: 4.801e-03, eta: 16:11:29, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6109, top5_acc: 0.8145, loss_cls: 1.6394, loss: 1.6394, grad_norm: 5.3518 2021-07-14 01:17:25,274 - mmaction - INFO - Epoch [221][720/1879] lr: 4.801e-03, eta: 16:11:11, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8215, loss_cls: 1.6055, loss: 1.6055, grad_norm: 5.3143 2021-07-14 01:17:42,369 - mmaction - INFO - Epoch [221][740/1879] lr: 4.801e-03, eta: 16:10:54, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6207, top5_acc: 0.8195, loss_cls: 1.6212, loss: 1.6212, grad_norm: 5.4679 2021-07-14 01:17:59,438 - mmaction - INFO - Epoch [221][760/1879] lr: 4.801e-03, eta: 16:10:36, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6086, top5_acc: 0.8105, loss_cls: 1.6567, loss: 1.6567, grad_norm: 5.4893 2021-07-14 01:18:16,356 - mmaction - INFO - Epoch [221][780/1879] lr: 4.801e-03, eta: 16:10:18, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6078, top5_acc: 0.8133, loss_cls: 1.6469, loss: 1.6469, grad_norm: 5.3630 2021-07-14 01:18:33,247 - mmaction - INFO - Epoch [221][800/1879] lr: 4.801e-03, eta: 16:10:01, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6203, top5_acc: 0.8211, loss_cls: 1.6314, loss: 1.6314, grad_norm: 5.4664 2021-07-14 01:18:50,294 - mmaction - INFO - Epoch [221][820/1879] lr: 4.801e-03, eta: 16:09:43, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6254, top5_acc: 0.8238, loss_cls: 1.6210, loss: 1.6210, grad_norm: 5.3360 2021-07-14 01:19:07,300 - mmaction - INFO - Epoch [221][840/1879] lr: 4.801e-03, eta: 16:09:26, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8168, loss_cls: 1.6506, loss: 1.6506, grad_norm: 5.4535 2021-07-14 01:19:24,315 - mmaction - INFO - Epoch [221][860/1879] lr: 4.801e-03, eta: 16:09:08, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6184, top5_acc: 0.8156, loss_cls: 1.6224, loss: 1.6224, grad_norm: 5.3133 2021-07-14 01:19:41,144 - mmaction - INFO - Epoch [221][880/1879] lr: 4.801e-03, eta: 16:08:50, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6047, top5_acc: 0.8066, loss_cls: 1.6841, loss: 1.6841, grad_norm: 5.3752 2021-07-14 01:19:57,869 - mmaction - INFO - Epoch [221][900/1879] lr: 4.801e-03, eta: 16:08:33, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.5984, top5_acc: 0.8043, loss_cls: 1.7170, loss: 1.7170, grad_norm: 5.6072 2021-07-14 01:20:14,889 - mmaction - INFO - Epoch [221][920/1879] lr: 4.801e-03, eta: 16:08:15, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6066, top5_acc: 0.8117, loss_cls: 1.6678, loss: 1.6678, grad_norm: 5.3755 2021-07-14 01:20:31,375 - mmaction - INFO - Epoch [221][940/1879] lr: 4.801e-03, eta: 16:07:57, time: 0.827, data_time: 0.005, memory: 6454, top1_acc: 0.6215, top5_acc: 0.8172, loss_cls: 1.5994, loss: 1.5994, grad_norm: 5.3904 2021-07-14 01:20:48,319 - mmaction - INFO - Epoch [221][960/1879] lr: 4.801e-03, eta: 16:07:40, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6180, top5_acc: 0.8156, loss_cls: 1.6218, loss: 1.6218, grad_norm: 5.3649 2021-07-14 01:21:05,368 - mmaction - INFO - Epoch [221][980/1879] lr: 4.801e-03, eta: 16:07:22, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6156, top5_acc: 0.8129, loss_cls: 1.6293, loss: 1.6293, grad_norm: 5.3905 2021-07-14 01:21:22,264 - mmaction - INFO - Epoch [221][1000/1879] lr: 4.801e-03, eta: 16:07:05, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6219, top5_acc: 0.8176, loss_cls: 1.6271, loss: 1.6271, grad_norm: 5.2582 2021-07-14 01:21:39,282 - mmaction - INFO - Epoch [221][1020/1879] lr: 4.801e-03, eta: 16:06:47, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.6133, top5_acc: 0.8176, loss_cls: 1.6340, loss: 1.6340, grad_norm: 5.3474 2021-07-14 01:21:56,278 - mmaction - INFO - Epoch [221][1040/1879] lr: 4.801e-03, eta: 16:06:29, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8090, loss_cls: 1.6411, loss: 1.6411, grad_norm: 5.4805 2021-07-14 01:22:13,187 - mmaction - INFO - Epoch [221][1060/1879] lr: 4.801e-03, eta: 16:06:12, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6066, top5_acc: 0.8074, loss_cls: 1.6569, loss: 1.6569, grad_norm: 5.4520 2021-07-14 01:22:30,214 - mmaction - INFO - Epoch [221][1080/1879] lr: 4.801e-03, eta: 16:05:54, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8117, loss_cls: 1.6942, loss: 1.6942, grad_norm: 5.4797 2021-07-14 01:22:47,537 - mmaction - INFO - Epoch [221][1100/1879] lr: 4.801e-03, eta: 16:05:37, time: 0.865, data_time: 0.004, memory: 6454, top1_acc: 0.6270, top5_acc: 0.8238, loss_cls: 1.5912, loss: 1.5912, grad_norm: 5.3985 2021-07-14 01:23:04,576 - mmaction - INFO - Epoch [221][1120/1879] lr: 4.801e-03, eta: 16:05:19, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6105, top5_acc: 0.8082, loss_cls: 1.6401, loss: 1.6401, grad_norm: 5.3168 2021-07-14 01:23:21,602 - mmaction - INFO - Epoch [221][1140/1879] lr: 4.801e-03, eta: 16:05:02, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6082, top5_acc: 0.8066, loss_cls: 1.6705, loss: 1.6705, grad_norm: 5.3249 2021-07-14 01:23:38,391 - mmaction - INFO - Epoch [221][1160/1879] lr: 4.801e-03, eta: 16:04:44, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.6172, top5_acc: 0.8258, loss_cls: 1.6171, loss: 1.6171, grad_norm: 5.3168 2021-07-14 01:23:55,555 - mmaction - INFO - Epoch [221][1180/1879] lr: 4.801e-03, eta: 16:04:26, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.6160, top5_acc: 0.8211, loss_cls: 1.6311, loss: 1.6311, grad_norm: 5.3718 2021-07-14 01:24:12,406 - mmaction - INFO - Epoch [221][1200/1879] lr: 4.801e-03, eta: 16:04:09, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.6168, top5_acc: 0.8195, loss_cls: 1.5937, loss: 1.5937, grad_norm: 5.2713 2021-07-14 01:24:29,263 - mmaction - INFO - Epoch [221][1220/1879] lr: 4.801e-03, eta: 16:03:51, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6008, top5_acc: 0.8082, loss_cls: 1.6942, loss: 1.6942, grad_norm: 5.5092 2021-07-14 01:24:46,090 - mmaction - INFO - Epoch [221][1240/1879] lr: 4.801e-03, eta: 16:03:33, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.6273, top5_acc: 0.8059, loss_cls: 1.6467, loss: 1.6467, grad_norm: 5.3288 2021-07-14 01:25:03,068 - mmaction - INFO - Epoch [221][1260/1879] lr: 4.801e-03, eta: 16:03:16, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6203, top5_acc: 0.8203, loss_cls: 1.6231, loss: 1.6231, grad_norm: 5.3561 2021-07-14 01:25:19,660 - mmaction - INFO - Epoch [221][1280/1879] lr: 4.801e-03, eta: 16:02:58, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.6258, top5_acc: 0.8293, loss_cls: 1.5659, loss: 1.5659, grad_norm: 5.2302 2021-07-14 01:25:36,856 - mmaction - INFO - Epoch [221][1300/1879] lr: 4.801e-03, eta: 16:02:41, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6137, top5_acc: 0.8094, loss_cls: 1.6464, loss: 1.6464, grad_norm: 5.3467 2021-07-14 01:25:53,998 - mmaction - INFO - Epoch [221][1320/1879] lr: 4.801e-03, eta: 16:02:23, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6215, top5_acc: 0.8195, loss_cls: 1.6108, loss: 1.6108, grad_norm: 5.3926 2021-07-14 01:26:10,930 - mmaction - INFO - Epoch [221][1340/1879] lr: 4.801e-03, eta: 16:02:05, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.6227, top5_acc: 0.8145, loss_cls: 1.6191, loss: 1.6191, grad_norm: 5.2693 2021-07-14 01:26:28,054 - mmaction - INFO - Epoch [221][1360/1879] lr: 4.801e-03, eta: 16:01:48, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6098, top5_acc: 0.8125, loss_cls: 1.6575, loss: 1.6575, grad_norm: 5.3948 2021-07-14 01:26:46,222 - mmaction - INFO - Epoch [221][1380/1879] lr: 4.801e-03, eta: 16:01:31, time: 0.910, data_time: 0.006, memory: 6454, top1_acc: 0.6180, top5_acc: 0.8090, loss_cls: 1.6687, loss: 1.6687, grad_norm: 5.3377 2021-07-14 01:27:03,307 - mmaction - INFO - Epoch [221][1400/1879] lr: 4.801e-03, eta: 16:01:13, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.6137, top5_acc: 0.8137, loss_cls: 1.6188, loss: 1.6188, grad_norm: 5.5182 2021-07-14 01:27:20,195 - mmaction - INFO - Epoch [221][1420/1879] lr: 4.801e-03, eta: 16:00:56, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6078, top5_acc: 0.8047, loss_cls: 1.6597, loss: 1.6597, grad_norm: 5.4332 2021-07-14 01:27:37,472 - mmaction - INFO - Epoch [221][1440/1879] lr: 4.801e-03, eta: 16:00:38, time: 0.865, data_time: 0.006, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8340, loss_cls: 1.4996, loss: 1.4996, grad_norm: 5.1903 2021-07-14 01:27:54,467 - mmaction - INFO - Epoch [221][1460/1879] lr: 4.801e-03, eta: 16:00:21, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6262, top5_acc: 0.8254, loss_cls: 1.5874, loss: 1.5874, grad_norm: 5.3884 2021-07-14 01:28:11,655 - mmaction - INFO - Epoch [221][1480/1879] lr: 4.801e-03, eta: 16:00:03, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6262, top5_acc: 0.8180, loss_cls: 1.6045, loss: 1.6045, grad_norm: 5.3780 2021-07-14 01:28:28,731 - mmaction - INFO - Epoch [221][1500/1879] lr: 4.801e-03, eta: 15:59:45, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6094, top5_acc: 0.8031, loss_cls: 1.6734, loss: 1.6734, grad_norm: 5.4205 2021-07-14 01:28:45,457 - mmaction - INFO - Epoch [221][1520/1879] lr: 4.801e-03, eta: 15:59:28, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.6137, top5_acc: 0.8129, loss_cls: 1.6340, loss: 1.6340, grad_norm: 5.2751 2021-07-14 01:29:02,277 - mmaction - INFO - Epoch [221][1540/1879] lr: 4.801e-03, eta: 15:59:10, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.6102, top5_acc: 0.8145, loss_cls: 1.6275, loss: 1.6275, grad_norm: 5.3679 2021-07-14 01:29:19,379 - mmaction - INFO - Epoch [221][1560/1879] lr: 4.801e-03, eta: 15:58:53, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6098, top5_acc: 0.8035, loss_cls: 1.7063, loss: 1.7063, grad_norm: 5.3585 2021-07-14 01:29:36,258 - mmaction - INFO - Epoch [221][1580/1879] lr: 4.801e-03, eta: 15:58:35, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.6004, top5_acc: 0.8105, loss_cls: 1.6534, loss: 1.6534, grad_norm: 5.4249 2021-07-14 01:29:53,445 - mmaction - INFO - Epoch [221][1600/1879] lr: 4.801e-03, eta: 15:58:17, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6238, top5_acc: 0.8141, loss_cls: 1.5985, loss: 1.5985, grad_norm: 5.3978 2021-07-14 01:30:10,147 - mmaction - INFO - Epoch [221][1620/1879] lr: 4.801e-03, eta: 15:58:00, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.6133, top5_acc: 0.8105, loss_cls: 1.6630, loss: 1.6630, grad_norm: 5.5474 2021-07-14 01:30:26,847 - mmaction - INFO - Epoch [221][1640/1879] lr: 4.801e-03, eta: 15:57:42, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.6180, top5_acc: 0.8203, loss_cls: 1.6100, loss: 1.6100, grad_norm: 5.3556 2021-07-14 01:30:43,792 - mmaction - INFO - Epoch [221][1660/1879] lr: 4.801e-03, eta: 15:57:24, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6184, top5_acc: 0.8098, loss_cls: 1.6692, loss: 1.6692, grad_norm: 5.3748 2021-07-14 01:31:00,811 - mmaction - INFO - Epoch [221][1680/1879] lr: 4.801e-03, eta: 15:57:07, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6211, top5_acc: 0.8285, loss_cls: 1.6176, loss: 1.6176, grad_norm: 5.4602 2021-07-14 01:31:17,965 - mmaction - INFO - Epoch [221][1700/1879] lr: 4.801e-03, eta: 15:56:49, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6301, top5_acc: 0.8234, loss_cls: 1.6183, loss: 1.6183, grad_norm: 5.3269 2021-07-14 01:31:35,025 - mmaction - INFO - Epoch [221][1720/1879] lr: 4.801e-03, eta: 15:56:32, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6160, top5_acc: 0.8078, loss_cls: 1.6649, loss: 1.6649, grad_norm: 5.3734 2021-07-14 01:31:52,083 - mmaction - INFO - Epoch [221][1740/1879] lr: 4.801e-03, eta: 15:56:14, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6160, top5_acc: 0.8145, loss_cls: 1.6074, loss: 1.6074, grad_norm: 5.3726 2021-07-14 01:32:08,894 - mmaction - INFO - Epoch [221][1760/1879] lr: 4.801e-03, eta: 15:55:57, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.5957, top5_acc: 0.8133, loss_cls: 1.6804, loss: 1.6804, grad_norm: 5.5181 2021-07-14 01:32:25,979 - mmaction - INFO - Epoch [221][1780/1879] lr: 4.801e-03, eta: 15:55:39, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6383, top5_acc: 0.8277, loss_cls: 1.5509, loss: 1.5509, grad_norm: 5.2619 2021-07-14 01:32:42,978 - mmaction - INFO - Epoch [221][1800/1879] lr: 4.801e-03, eta: 15:55:21, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6125, top5_acc: 0.8242, loss_cls: 1.5946, loss: 1.5946, grad_norm: 5.4653 2021-07-14 01:33:00,118 - mmaction - INFO - Epoch [221][1820/1879] lr: 4.801e-03, eta: 15:55:04, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6215, top5_acc: 0.8105, loss_cls: 1.6435, loss: 1.6435, grad_norm: 5.4926 2021-07-14 01:33:17,140 - mmaction - INFO - Epoch [221][1840/1879] lr: 4.801e-03, eta: 15:54:46, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6305, top5_acc: 0.8398, loss_cls: 1.5302, loss: 1.5302, grad_norm: 5.3752 2021-07-14 01:33:33,640 - mmaction - INFO - Epoch [221][1860/1879] lr: 4.801e-03, eta: 15:54:29, time: 0.825, data_time: 0.004, memory: 6454, top1_acc: 0.6105, top5_acc: 0.8137, loss_cls: 1.6401, loss: 1.6401, grad_norm: 5.4183 2021-07-14 01:35:26,891 - mmaction - INFO - Epoch [222][20/1879] lr: 4.542e-03, eta: 15:54:19, time: 4.686, data_time: 3.758, memory: 6454, top1_acc: 0.6234, top5_acc: 0.8230, loss_cls: 1.5819, loss: 1.5819, grad_norm: 5.3069 2021-07-14 01:35:43,284 - mmaction - INFO - Epoch [222][40/1879] lr: 4.542e-03, eta: 15:54:01, time: 0.821, data_time: 0.005, memory: 6454, top1_acc: 0.6246, top5_acc: 0.8207, loss_cls: 1.5737, loss: 1.5737, grad_norm: 5.2853 2021-07-14 01:35:59,950 - mmaction - INFO - Epoch [222][60/1879] lr: 4.542e-03, eta: 15:53:44, time: 0.831, data_time: 0.006, memory: 6454, top1_acc: 0.6242, top5_acc: 0.8250, loss_cls: 1.5727, loss: 1.5727, grad_norm: 5.4200 2021-07-14 01:36:16,859 - mmaction - INFO - Epoch [222][80/1879] lr: 4.542e-03, eta: 15:53:26, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.6211, top5_acc: 0.8211, loss_cls: 1.6141, loss: 1.6141, grad_norm: 5.4938 2021-07-14 01:36:34,065 - mmaction - INFO - Epoch [222][100/1879] lr: 4.542e-03, eta: 15:53:08, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.6195, top5_acc: 0.8246, loss_cls: 1.5916, loss: 1.5916, grad_norm: 5.3138 2021-07-14 01:36:50,939 - mmaction - INFO - Epoch [222][120/1879] lr: 4.542e-03, eta: 15:52:51, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.6133, top5_acc: 0.8289, loss_cls: 1.5812, loss: 1.5812, grad_norm: 5.4739 2021-07-14 01:37:07,864 - mmaction - INFO - Epoch [222][140/1879] lr: 4.542e-03, eta: 15:52:33, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6238, top5_acc: 0.8270, loss_cls: 1.5765, loss: 1.5765, grad_norm: 5.4104 2021-07-14 01:37:24,917 - mmaction - INFO - Epoch [222][160/1879] lr: 4.542e-03, eta: 15:52:16, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6355, top5_acc: 0.8164, loss_cls: 1.5976, loss: 1.5976, grad_norm: 5.3099 2021-07-14 01:37:41,979 - mmaction - INFO - Epoch [222][180/1879] lr: 4.542e-03, eta: 15:51:58, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.6277, top5_acc: 0.8207, loss_cls: 1.6339, loss: 1.6339, grad_norm: 5.4012 2021-07-14 01:37:59,039 - mmaction - INFO - Epoch [222][200/1879] lr: 4.542e-03, eta: 15:51:41, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.6414, top5_acc: 0.8297, loss_cls: 1.5555, loss: 1.5555, grad_norm: 5.3811 2021-07-14 01:38:15,995 - mmaction - INFO - Epoch [222][220/1879] lr: 4.542e-03, eta: 15:51:23, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.6316, top5_acc: 0.8309, loss_cls: 1.5615, loss: 1.5615, grad_norm: 5.4395 2021-07-14 01:38:32,744 - mmaction - INFO - Epoch [222][240/1879] lr: 4.542e-03, eta: 15:51:05, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.6168, top5_acc: 0.8363, loss_cls: 1.6031, loss: 1.6031, grad_norm: 5.4912 2021-07-14 01:38:49,720 - mmaction - INFO - Epoch [222][260/1879] lr: 4.542e-03, eta: 15:50:48, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6156, top5_acc: 0.8168, loss_cls: 1.6170, loss: 1.6170, grad_norm: 5.4790 2021-07-14 01:39:06,593 - mmaction - INFO - Epoch [222][280/1879] lr: 4.542e-03, eta: 15:50:30, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6137, top5_acc: 0.8129, loss_cls: 1.6488, loss: 1.6488, grad_norm: 5.5039 2021-07-14 01:39:23,605 - mmaction - INFO - Epoch [222][300/1879] lr: 4.542e-03, eta: 15:50:12, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6254, top5_acc: 0.8160, loss_cls: 1.6486, loss: 1.6486, grad_norm: 5.5188 2021-07-14 01:39:40,793 - mmaction - INFO - Epoch [222][320/1879] lr: 4.542e-03, eta: 15:49:55, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.6094, top5_acc: 0.8172, loss_cls: 1.5941, loss: 1.5941, grad_norm: 5.4305 2021-07-14 01:39:57,823 - mmaction - INFO - Epoch [222][340/1879] lr: 4.542e-03, eta: 15:49:37, time: 0.851, data_time: 0.008, memory: 6454, top1_acc: 0.6227, top5_acc: 0.8230, loss_cls: 1.6004, loss: 1.6004, grad_norm: 5.3607 2021-07-14 01:40:14,570 - mmaction - INFO - Epoch [222][360/1879] lr: 4.542e-03, eta: 15:49:20, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8305, loss_cls: 1.5306, loss: 1.5306, grad_norm: 5.2478 2021-07-14 01:40:31,783 - mmaction - INFO - Epoch [222][380/1879] lr: 4.542e-03, eta: 15:49:02, time: 0.861, data_time: 0.002, memory: 6454, top1_acc: 0.6219, top5_acc: 0.8191, loss_cls: 1.6011, loss: 1.6011, grad_norm: 5.4475 2021-07-14 01:40:48,799 - mmaction - INFO - Epoch [222][400/1879] lr: 4.542e-03, eta: 15:48:45, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6328, top5_acc: 0.8195, loss_cls: 1.5892, loss: 1.5892, grad_norm: 5.3307 2021-07-14 01:41:05,783 - mmaction - INFO - Epoch [222][420/1879] lr: 4.542e-03, eta: 15:48:27, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6227, top5_acc: 0.8191, loss_cls: 1.6437, loss: 1.6437, grad_norm: 5.6000 2021-07-14 01:41:22,858 - mmaction - INFO - Epoch [222][440/1879] lr: 4.542e-03, eta: 15:48:09, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6461, top5_acc: 0.8461, loss_cls: 1.5135, loss: 1.5135, grad_norm: 5.4234 2021-07-14 01:41:39,757 - mmaction - INFO - Epoch [222][460/1879] lr: 4.542e-03, eta: 15:47:52, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6312, top5_acc: 0.8238, loss_cls: 1.5687, loss: 1.5687, grad_norm: 5.3264 2021-07-14 01:41:56,763 - mmaction - INFO - Epoch [222][480/1879] lr: 4.542e-03, eta: 15:47:34, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6203, top5_acc: 0.8187, loss_cls: 1.5894, loss: 1.5894, grad_norm: 5.4038 2021-07-14 01:42:13,693 - mmaction - INFO - Epoch [222][500/1879] lr: 4.542e-03, eta: 15:47:17, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8168, loss_cls: 1.6081, loss: 1.6081, grad_norm: 5.3630 2021-07-14 01:42:30,688 - mmaction - INFO - Epoch [222][520/1879] lr: 4.542e-03, eta: 15:46:59, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6270, top5_acc: 0.8277, loss_cls: 1.5646, loss: 1.5646, grad_norm: 5.4394 2021-07-14 01:42:47,728 - mmaction - INFO - Epoch [222][540/1879] lr: 4.542e-03, eta: 15:46:41, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6262, top5_acc: 0.8203, loss_cls: 1.6088, loss: 1.6088, grad_norm: 5.5557 2021-07-14 01:43:04,783 - mmaction - INFO - Epoch [222][560/1879] lr: 4.542e-03, eta: 15:46:24, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.6145, top5_acc: 0.8168, loss_cls: 1.6577, loss: 1.6577, grad_norm: 5.4557 2021-07-14 01:43:21,861 - mmaction - INFO - Epoch [222][580/1879] lr: 4.542e-03, eta: 15:46:06, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6109, top5_acc: 0.8230, loss_cls: 1.6462, loss: 1.6462, grad_norm: 5.4931 2021-07-14 01:43:38,929 - mmaction - INFO - Epoch [222][600/1879] lr: 4.542e-03, eta: 15:45:49, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6215, top5_acc: 0.8164, loss_cls: 1.5837, loss: 1.5837, grad_norm: 5.3565 2021-07-14 01:43:56,100 - mmaction - INFO - Epoch [222][620/1879] lr: 4.542e-03, eta: 15:45:31, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6324, top5_acc: 0.8227, loss_cls: 1.5463, loss: 1.5463, grad_norm: 5.3962 2021-07-14 01:44:13,141 - mmaction - INFO - Epoch [222][640/1879] lr: 4.542e-03, eta: 15:45:14, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6230, top5_acc: 0.8227, loss_cls: 1.5800, loss: 1.5800, grad_norm: 5.5890 2021-07-14 01:44:29,996 - mmaction - INFO - Epoch [222][660/1879] lr: 4.542e-03, eta: 15:44:56, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6125, top5_acc: 0.8133, loss_cls: 1.6441, loss: 1.6441, grad_norm: 5.4068 2021-07-14 01:44:47,118 - mmaction - INFO - Epoch [222][680/1879] lr: 4.542e-03, eta: 15:44:38, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6230, top5_acc: 0.8105, loss_cls: 1.6389, loss: 1.6389, grad_norm: 5.4819 2021-07-14 01:45:04,350 - mmaction - INFO - Epoch [222][700/1879] lr: 4.542e-03, eta: 15:44:21, time: 0.864, data_time: 0.006, memory: 6454, top1_acc: 0.6031, top5_acc: 0.8086, loss_cls: 1.7055, loss: 1.7055, grad_norm: 5.5187 2021-07-14 01:45:21,438 - mmaction - INFO - Epoch [222][720/1879] lr: 4.542e-03, eta: 15:44:03, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.6355, top5_acc: 0.8234, loss_cls: 1.5816, loss: 1.5816, grad_norm: 5.3542 2021-07-14 01:45:38,343 - mmaction - INFO - Epoch [222][740/1879] lr: 4.542e-03, eta: 15:43:46, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.6277, top5_acc: 0.8230, loss_cls: 1.5840, loss: 1.5840, grad_norm: 5.3253 2021-07-14 01:45:55,472 - mmaction - INFO - Epoch [222][760/1879] lr: 4.542e-03, eta: 15:43:28, time: 0.858, data_time: 0.002, memory: 6454, top1_acc: 0.6172, top5_acc: 0.8199, loss_cls: 1.6207, loss: 1.6207, grad_norm: 5.3462 2021-07-14 01:46:12,345 - mmaction - INFO - Epoch [222][780/1879] lr: 4.542e-03, eta: 15:43:11, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.6371, top5_acc: 0.8348, loss_cls: 1.5578, loss: 1.5578, grad_norm: 5.3237 2021-07-14 01:46:29,417 - mmaction - INFO - Epoch [222][800/1879] lr: 4.542e-03, eta: 15:42:53, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.6184, top5_acc: 0.8168, loss_cls: 1.6296, loss: 1.6296, grad_norm: 5.3551 2021-07-14 01:46:45,991 - mmaction - INFO - Epoch [222][820/1879] lr: 4.542e-03, eta: 15:42:35, time: 0.828, data_time: 0.005, memory: 6454, top1_acc: 0.6438, top5_acc: 0.8371, loss_cls: 1.5241, loss: 1.5241, grad_norm: 5.2799 2021-07-14 01:47:03,076 - mmaction - INFO - Epoch [222][840/1879] lr: 4.542e-03, eta: 15:42:18, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6148, top5_acc: 0.8070, loss_cls: 1.6196, loss: 1.6196, grad_norm: 5.4006 2021-07-14 01:47:20,154 - mmaction - INFO - Epoch [222][860/1879] lr: 4.542e-03, eta: 15:42:00, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6234, top5_acc: 0.8281, loss_cls: 1.6083, loss: 1.6083, grad_norm: 5.4966 2021-07-14 01:47:36,681 - mmaction - INFO - Epoch [222][880/1879] lr: 4.542e-03, eta: 15:41:42, time: 0.828, data_time: 0.006, memory: 6454, top1_acc: 0.6344, top5_acc: 0.8223, loss_cls: 1.5772, loss: 1.5772, grad_norm: 5.3217 2021-07-14 01:47:53,745 - mmaction - INFO - Epoch [222][900/1879] lr: 4.542e-03, eta: 15:41:25, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.6234, top5_acc: 0.8152, loss_cls: 1.6163, loss: 1.6163, grad_norm: 5.4426 2021-07-14 01:48:10,805 - mmaction - INFO - Epoch [222][920/1879] lr: 4.542e-03, eta: 15:41:07, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6125, top5_acc: 0.8066, loss_cls: 1.6581, loss: 1.6581, grad_norm: 5.3024 2021-07-14 01:48:27,814 - mmaction - INFO - Epoch [222][940/1879] lr: 4.542e-03, eta: 15:40:50, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6297, top5_acc: 0.8125, loss_cls: 1.6032, loss: 1.6032, grad_norm: 5.3764 2021-07-14 01:48:44,768 - mmaction - INFO - Epoch [222][960/1879] lr: 4.542e-03, eta: 15:40:32, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6227, top5_acc: 0.8191, loss_cls: 1.6101, loss: 1.6101, grad_norm: 5.3281 2021-07-14 01:49:01,973 - mmaction - INFO - Epoch [222][980/1879] lr: 4.542e-03, eta: 15:40:15, time: 0.859, data_time: 0.007, memory: 6454, top1_acc: 0.6129, top5_acc: 0.8234, loss_cls: 1.6195, loss: 1.6195, grad_norm: 5.4310 2021-07-14 01:49:18,902 - mmaction - INFO - Epoch [222][1000/1879] lr: 4.542e-03, eta: 15:39:57, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6297, top5_acc: 0.8250, loss_cls: 1.5786, loss: 1.5786, grad_norm: 5.4127 2021-07-14 01:49:36,079 - mmaction - INFO - Epoch [222][1020/1879] lr: 4.542e-03, eta: 15:39:40, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6133, top5_acc: 0.8125, loss_cls: 1.6356, loss: 1.6356, grad_norm: 5.4982 2021-07-14 01:49:53,051 - mmaction - INFO - Epoch [222][1040/1879] lr: 4.542e-03, eta: 15:39:22, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8195, loss_cls: 1.6057, loss: 1.6057, grad_norm: 5.4421 2021-07-14 01:50:10,118 - mmaction - INFO - Epoch [222][1060/1879] lr: 4.542e-03, eta: 15:39:04, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6105, top5_acc: 0.8176, loss_cls: 1.6370, loss: 1.6370, grad_norm: 5.4828 2021-07-14 01:50:27,096 - mmaction - INFO - Epoch [222][1080/1879] lr: 4.542e-03, eta: 15:38:47, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6164, top5_acc: 0.8168, loss_cls: 1.6221, loss: 1.6221, grad_norm: 5.3676 2021-07-14 01:50:43,950 - mmaction - INFO - Epoch [222][1100/1879] lr: 4.542e-03, eta: 15:38:29, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.6164, top5_acc: 0.8105, loss_cls: 1.6777, loss: 1.6777, grad_norm: 5.4666 2021-07-14 01:51:01,168 - mmaction - INFO - Epoch [222][1120/1879] lr: 4.542e-03, eta: 15:38:12, time: 0.860, data_time: 0.002, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8242, loss_cls: 1.5827, loss: 1.5827, grad_norm: 5.4777 2021-07-14 01:51:18,070 - mmaction - INFO - Epoch [222][1140/1879] lr: 4.542e-03, eta: 15:37:54, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6285, top5_acc: 0.8148, loss_cls: 1.5855, loss: 1.5855, grad_norm: 5.3759 2021-07-14 01:51:35,146 - mmaction - INFO - Epoch [222][1160/1879] lr: 4.542e-03, eta: 15:37:36, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8230, loss_cls: 1.5839, loss: 1.5839, grad_norm: 5.4446 2021-07-14 01:51:51,911 - mmaction - INFO - Epoch [222][1180/1879] lr: 4.542e-03, eta: 15:37:19, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.6145, top5_acc: 0.8227, loss_cls: 1.6287, loss: 1.6287, grad_norm: 5.4887 2021-07-14 01:52:09,129 - mmaction - INFO - Epoch [222][1200/1879] lr: 4.542e-03, eta: 15:37:01, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.6203, top5_acc: 0.8289, loss_cls: 1.5918, loss: 1.5918, grad_norm: 5.5659 2021-07-14 01:52:26,148 - mmaction - INFO - Epoch [222][1220/1879] lr: 4.542e-03, eta: 15:36:44, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8324, loss_cls: 1.5825, loss: 1.5825, grad_norm: 5.4917 2021-07-14 01:52:42,888 - mmaction - INFO - Epoch [222][1240/1879] lr: 4.542e-03, eta: 15:36:26, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.6285, top5_acc: 0.8187, loss_cls: 1.5945, loss: 1.5945, grad_norm: 5.4449 2021-07-14 01:52:59,887 - mmaction - INFO - Epoch [222][1260/1879] lr: 4.542e-03, eta: 15:36:08, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6066, top5_acc: 0.8125, loss_cls: 1.6519, loss: 1.6519, grad_norm: 5.4243 2021-07-14 01:53:16,925 - mmaction - INFO - Epoch [222][1280/1879] lr: 4.542e-03, eta: 15:35:51, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6227, top5_acc: 0.8105, loss_cls: 1.6356, loss: 1.6356, grad_norm: 5.4623 2021-07-14 01:53:33,763 - mmaction - INFO - Epoch [222][1300/1879] lr: 4.542e-03, eta: 15:35:33, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6211, top5_acc: 0.8262, loss_cls: 1.6184, loss: 1.6184, grad_norm: 5.5472 2021-07-14 01:53:50,452 - mmaction - INFO - Epoch [222][1320/1879] lr: 4.542e-03, eta: 15:35:16, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.6086, top5_acc: 0.8055, loss_cls: 1.6880, loss: 1.6880, grad_norm: 5.4955 2021-07-14 01:54:07,245 - mmaction - INFO - Epoch [222][1340/1879] lr: 4.542e-03, eta: 15:34:58, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.6215, top5_acc: 0.8141, loss_cls: 1.6362, loss: 1.6362, grad_norm: 5.5356 2021-07-14 01:54:24,091 - mmaction - INFO - Epoch [222][1360/1879] lr: 4.542e-03, eta: 15:34:40, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6168, top5_acc: 0.8125, loss_cls: 1.6468, loss: 1.6468, grad_norm: 5.4134 2021-07-14 01:54:41,098 - mmaction - INFO - Epoch [222][1380/1879] lr: 4.542e-03, eta: 15:34:23, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6223, top5_acc: 0.8266, loss_cls: 1.5698, loss: 1.5698, grad_norm: 5.4636 2021-07-14 01:54:58,181 - mmaction - INFO - Epoch [222][1400/1879] lr: 4.542e-03, eta: 15:34:05, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6039, top5_acc: 0.8203, loss_cls: 1.6385, loss: 1.6385, grad_norm: 5.4907 2021-07-14 01:55:15,270 - mmaction - INFO - Epoch [222][1420/1879] lr: 4.542e-03, eta: 15:33:48, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8082, loss_cls: 1.6417, loss: 1.6417, grad_norm: 5.4924 2021-07-14 01:55:32,287 - mmaction - INFO - Epoch [222][1440/1879] lr: 4.542e-03, eta: 15:33:30, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.6277, top5_acc: 0.8207, loss_cls: 1.5908, loss: 1.5908, grad_norm: 5.4742 2021-07-14 01:55:49,440 - mmaction - INFO - Epoch [222][1460/1879] lr: 4.542e-03, eta: 15:33:12, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.6305, top5_acc: 0.8270, loss_cls: 1.5798, loss: 1.5798, grad_norm: 5.3937 2021-07-14 01:56:06,503 - mmaction - INFO - Epoch [222][1480/1879] lr: 4.542e-03, eta: 15:32:55, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6184, top5_acc: 0.8145, loss_cls: 1.5975, loss: 1.5975, grad_norm: 5.4860 2021-07-14 01:56:23,764 - mmaction - INFO - Epoch [222][1500/1879] lr: 4.542e-03, eta: 15:32:37, time: 0.866, data_time: 0.005, memory: 6454, top1_acc: 0.6297, top5_acc: 0.8273, loss_cls: 1.5679, loss: 1.5679, grad_norm: 5.5055 2021-07-14 01:56:40,798 - mmaction - INFO - Epoch [222][1520/1879] lr: 4.542e-03, eta: 15:32:20, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6207, top5_acc: 0.8145, loss_cls: 1.6361, loss: 1.6361, grad_norm: 5.6335 2021-07-14 01:56:58,051 - mmaction - INFO - Epoch [222][1540/1879] lr: 4.542e-03, eta: 15:32:02, time: 0.864, data_time: 0.003, memory: 6454, top1_acc: 0.6156, top5_acc: 0.8094, loss_cls: 1.6367, loss: 1.6367, grad_norm: 5.5340 2021-07-14 01:57:14,964 - mmaction - INFO - Epoch [222][1560/1879] lr: 4.542e-03, eta: 15:31:45, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8398, loss_cls: 1.5435, loss: 1.5435, grad_norm: 5.5107 2021-07-14 01:57:31,816 - mmaction - INFO - Epoch [222][1580/1879] lr: 4.542e-03, eta: 15:31:27, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8156, loss_cls: 1.6520, loss: 1.6520, grad_norm: 5.6417 2021-07-14 01:57:48,810 - mmaction - INFO - Epoch [222][1600/1879] lr: 4.542e-03, eta: 15:31:10, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6070, top5_acc: 0.8043, loss_cls: 1.7016, loss: 1.7016, grad_norm: 5.6774 2021-07-14 01:58:05,514 - mmaction - INFO - Epoch [222][1620/1879] lr: 4.542e-03, eta: 15:30:52, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.6359, top5_acc: 0.8355, loss_cls: 1.5097, loss: 1.5097, grad_norm: 5.2480 2021-07-14 01:58:22,292 - mmaction - INFO - Epoch [222][1640/1879] lr: 4.542e-03, eta: 15:30:34, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.6262, top5_acc: 0.8215, loss_cls: 1.6160, loss: 1.6160, grad_norm: 5.5318 2021-07-14 01:58:39,448 - mmaction - INFO - Epoch [222][1660/1879] lr: 4.542e-03, eta: 15:30:17, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.5969, top5_acc: 0.8105, loss_cls: 1.7057, loss: 1.7057, grad_norm: 5.7143 2021-07-14 01:58:56,575 - mmaction - INFO - Epoch [222][1680/1879] lr: 4.542e-03, eta: 15:29:59, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6059, top5_acc: 0.8145, loss_cls: 1.6805, loss: 1.6805, grad_norm: 5.6978 2021-07-14 01:59:13,518 - mmaction - INFO - Epoch [222][1700/1879] lr: 4.542e-03, eta: 15:29:42, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6375, top5_acc: 0.8133, loss_cls: 1.5990, loss: 1.5990, grad_norm: 5.2696 2021-07-14 01:59:30,542 - mmaction - INFO - Epoch [222][1720/1879] lr: 4.542e-03, eta: 15:29:24, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.6203, top5_acc: 0.8168, loss_cls: 1.6228, loss: 1.6228, grad_norm: 5.3347 2021-07-14 01:59:47,575 - mmaction - INFO - Epoch [222][1740/1879] lr: 4.542e-03, eta: 15:29:06, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6301, top5_acc: 0.8297, loss_cls: 1.5408, loss: 1.5408, grad_norm: 5.3915 2021-07-14 02:00:04,406 - mmaction - INFO - Epoch [222][1760/1879] lr: 4.542e-03, eta: 15:28:49, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6207, top5_acc: 0.8176, loss_cls: 1.6068, loss: 1.6068, grad_norm: 5.5257 2021-07-14 02:00:21,393 - mmaction - INFO - Epoch [222][1780/1879] lr: 4.542e-03, eta: 15:28:31, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6234, top5_acc: 0.8066, loss_cls: 1.6396, loss: 1.6396, grad_norm: 5.4577 2021-07-14 02:00:38,478 - mmaction - INFO - Epoch [222][1800/1879] lr: 4.542e-03, eta: 15:28:14, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6289, top5_acc: 0.8176, loss_cls: 1.5885, loss: 1.5885, grad_norm: 5.3509 2021-07-14 02:00:55,512 - mmaction - INFO - Epoch [222][1820/1879] lr: 4.542e-03, eta: 15:27:56, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6074, top5_acc: 0.8082, loss_cls: 1.6585, loss: 1.6585, grad_norm: 5.4023 2021-07-14 02:01:12,471 - mmaction - INFO - Epoch [222][1840/1879] lr: 4.542e-03, eta: 15:27:38, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6156, top5_acc: 0.8145, loss_cls: 1.6459, loss: 1.6459, grad_norm: 5.4751 2021-07-14 02:01:29,554 - mmaction - INFO - Epoch [222][1860/1879] lr: 4.542e-03, eta: 15:27:21, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6191, top5_acc: 0.8180, loss_cls: 1.6401, loss: 1.6401, grad_norm: 5.5034 2021-07-14 02:03:03,648 - mmaction - INFO - Epoch [223][20/1879] lr: 4.290e-03, eta: 15:27:02, time: 3.569, data_time: 2.726, memory: 6454, top1_acc: 0.6203, top5_acc: 0.8086, loss_cls: 1.6191, loss: 1.6191, grad_norm: 5.2918 2021-07-14 02:03:20,570 - mmaction - INFO - Epoch [223][40/1879] lr: 4.290e-03, eta: 15:26:44, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6223, top5_acc: 0.8145, loss_cls: 1.6191, loss: 1.6191, grad_norm: 5.3533 2021-07-14 02:03:37,708 - mmaction - INFO - Epoch [223][60/1879] lr: 4.290e-03, eta: 15:26:27, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6121, top5_acc: 0.8254, loss_cls: 1.6246, loss: 1.6246, grad_norm: 5.4120 2021-07-14 02:03:54,473 - mmaction - INFO - Epoch [223][80/1879] lr: 4.290e-03, eta: 15:26:09, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6258, top5_acc: 0.8230, loss_cls: 1.5848, loss: 1.5848, grad_norm: 5.3534 2021-07-14 02:04:11,376 - mmaction - INFO - Epoch [223][100/1879] lr: 4.290e-03, eta: 15:25:51, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6051, top5_acc: 0.8117, loss_cls: 1.6347, loss: 1.6347, grad_norm: 5.3719 2021-07-14 02:04:28,227 - mmaction - INFO - Epoch [223][120/1879] lr: 4.290e-03, eta: 15:25:34, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8324, loss_cls: 1.5449, loss: 1.5449, grad_norm: 5.3360 2021-07-14 02:04:44,999 - mmaction - INFO - Epoch [223][140/1879] lr: 4.290e-03, eta: 15:25:16, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.6266, top5_acc: 0.8250, loss_cls: 1.5698, loss: 1.5698, grad_norm: 5.3374 2021-07-14 02:05:02,011 - mmaction - INFO - Epoch [223][160/1879] lr: 4.290e-03, eta: 15:24:58, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6285, top5_acc: 0.8121, loss_cls: 1.5831, loss: 1.5831, grad_norm: 5.3994 2021-07-14 02:05:18,833 - mmaction - INFO - Epoch [223][180/1879] lr: 4.290e-03, eta: 15:24:41, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6184, top5_acc: 0.8266, loss_cls: 1.5663, loss: 1.5663, grad_norm: 5.4841 2021-07-14 02:05:35,866 - mmaction - INFO - Epoch [223][200/1879] lr: 4.290e-03, eta: 15:24:23, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6305, top5_acc: 0.8352, loss_cls: 1.5344, loss: 1.5344, grad_norm: 5.5869 2021-07-14 02:05:52,727 - mmaction - INFO - Epoch [223][220/1879] lr: 4.290e-03, eta: 15:24:06, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6246, top5_acc: 0.8148, loss_cls: 1.5988, loss: 1.5988, grad_norm: 5.7193 2021-07-14 02:06:09,754 - mmaction - INFO - Epoch [223][240/1879] lr: 4.290e-03, eta: 15:23:48, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6352, top5_acc: 0.8359, loss_cls: 1.5245, loss: 1.5245, grad_norm: 5.4708 2021-07-14 02:06:26,733 - mmaction - INFO - Epoch [223][260/1879] lr: 4.290e-03, eta: 15:23:30, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6129, top5_acc: 0.8121, loss_cls: 1.6616, loss: 1.6616, grad_norm: 5.5264 2021-07-14 02:06:43,574 - mmaction - INFO - Epoch [223][280/1879] lr: 4.290e-03, eta: 15:23:13, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6371, top5_acc: 0.8238, loss_cls: 1.5522, loss: 1.5522, grad_norm: 5.2740 2021-07-14 02:07:00,758 - mmaction - INFO - Epoch [223][300/1879] lr: 4.290e-03, eta: 15:22:55, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.6293, top5_acc: 0.8191, loss_cls: 1.5886, loss: 1.5886, grad_norm: 5.3696 2021-07-14 02:07:17,600 - mmaction - INFO - Epoch [223][320/1879] lr: 4.290e-03, eta: 15:22:38, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6332, top5_acc: 0.8207, loss_cls: 1.5667, loss: 1.5667, grad_norm: 5.4198 2021-07-14 02:07:34,746 - mmaction - INFO - Epoch [223][340/1879] lr: 4.290e-03, eta: 15:22:20, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8285, loss_cls: 1.5717, loss: 1.5717, grad_norm: 5.5495 2021-07-14 02:07:51,787 - mmaction - INFO - Epoch [223][360/1879] lr: 4.290e-03, eta: 15:22:02, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6094, top5_acc: 0.8195, loss_cls: 1.6128, loss: 1.6128, grad_norm: 5.4386 2021-07-14 02:08:08,592 - mmaction - INFO - Epoch [223][380/1879] lr: 4.290e-03, eta: 15:21:45, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6156, top5_acc: 0.8156, loss_cls: 1.5899, loss: 1.5899, grad_norm: 5.3159 2021-07-14 02:08:25,970 - mmaction - INFO - Epoch [223][400/1879] lr: 4.290e-03, eta: 15:21:27, time: 0.867, data_time: 0.003, memory: 6454, top1_acc: 0.6156, top5_acc: 0.8187, loss_cls: 1.6084, loss: 1.6084, grad_norm: 5.4484 2021-07-14 02:08:42,926 - mmaction - INFO - Epoch [223][420/1879] lr: 4.290e-03, eta: 15:21:10, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6305, top5_acc: 0.8320, loss_cls: 1.5515, loss: 1.5515, grad_norm: 5.4148 2021-07-14 02:08:59,794 - mmaction - INFO - Epoch [223][440/1879] lr: 4.290e-03, eta: 15:20:52, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8285, loss_cls: 1.5909, loss: 1.5909, grad_norm: 5.4585 2021-07-14 02:09:16,916 - mmaction - INFO - Epoch [223][460/1879] lr: 4.290e-03, eta: 15:20:35, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6211, top5_acc: 0.8270, loss_cls: 1.6035, loss: 1.6035, grad_norm: 5.5679 2021-07-14 02:09:33,849 - mmaction - INFO - Epoch [223][480/1879] lr: 4.290e-03, eta: 15:20:17, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6246, top5_acc: 0.8234, loss_cls: 1.5961, loss: 1.5961, grad_norm: 5.4157 2021-07-14 02:09:50,907 - mmaction - INFO - Epoch [223][500/1879] lr: 4.290e-03, eta: 15:19:59, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6289, top5_acc: 0.8230, loss_cls: 1.5760, loss: 1.5760, grad_norm: 5.4592 2021-07-14 02:10:07,980 - mmaction - INFO - Epoch [223][520/1879] lr: 4.290e-03, eta: 15:19:42, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6246, top5_acc: 0.8199, loss_cls: 1.5974, loss: 1.5974, grad_norm: 5.5258 2021-07-14 02:10:24,806 - mmaction - INFO - Epoch [223][540/1879] lr: 4.290e-03, eta: 15:19:24, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.6102, top5_acc: 0.8207, loss_cls: 1.6221, loss: 1.6221, grad_norm: 5.5044 2021-07-14 02:10:41,836 - mmaction - INFO - Epoch [223][560/1879] lr: 4.290e-03, eta: 15:19:07, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6340, top5_acc: 0.8187, loss_cls: 1.5914, loss: 1.5914, grad_norm: 5.3438 2021-07-14 02:10:58,322 - mmaction - INFO - Epoch [223][580/1879] lr: 4.290e-03, eta: 15:18:49, time: 0.826, data_time: 0.002, memory: 6454, top1_acc: 0.6332, top5_acc: 0.8250, loss_cls: 1.5740, loss: 1.5740, grad_norm: 5.4318 2021-07-14 02:11:15,496 - mmaction - INFO - Epoch [223][600/1879] lr: 4.290e-03, eta: 15:18:31, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6293, top5_acc: 0.8191, loss_cls: 1.6104, loss: 1.6104, grad_norm: 5.4571 2021-07-14 02:11:32,465 - mmaction - INFO - Epoch [223][620/1879] lr: 4.290e-03, eta: 15:18:14, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.6234, top5_acc: 0.8160, loss_cls: 1.6140, loss: 1.6140, grad_norm: 5.5050 2021-07-14 02:11:49,340 - mmaction - INFO - Epoch [223][640/1879] lr: 4.290e-03, eta: 15:17:56, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6113, top5_acc: 0.8203, loss_cls: 1.6312, loss: 1.6312, grad_norm: 5.5644 2021-07-14 02:12:06,275 - mmaction - INFO - Epoch [223][660/1879] lr: 4.290e-03, eta: 15:17:39, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6066, top5_acc: 0.8180, loss_cls: 1.6543, loss: 1.6543, grad_norm: 5.6477 2021-07-14 02:12:23,380 - mmaction - INFO - Epoch [223][680/1879] lr: 4.290e-03, eta: 15:17:21, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.5934, top5_acc: 0.8070, loss_cls: 1.7029, loss: 1.7029, grad_norm: 5.7515 2021-07-14 02:12:40,313 - mmaction - INFO - Epoch [223][700/1879] lr: 4.290e-03, eta: 15:17:03, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6074, top5_acc: 0.8137, loss_cls: 1.6476, loss: 1.6476, grad_norm: 5.5743 2021-07-14 02:12:57,222 - mmaction - INFO - Epoch [223][720/1879] lr: 4.290e-03, eta: 15:16:46, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6434, top5_acc: 0.8289, loss_cls: 1.5470, loss: 1.5470, grad_norm: 5.3135 2021-07-14 02:13:14,016 - mmaction - INFO - Epoch [223][740/1879] lr: 4.290e-03, eta: 15:16:28, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.6422, top5_acc: 0.8301, loss_cls: 1.5425, loss: 1.5425, grad_norm: 5.4050 2021-07-14 02:13:30,954 - mmaction - INFO - Epoch [223][760/1879] lr: 4.290e-03, eta: 15:16:11, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6172, top5_acc: 0.8055, loss_cls: 1.6527, loss: 1.6527, grad_norm: 5.6306 2021-07-14 02:13:48,028 - mmaction - INFO - Epoch [223][780/1879] lr: 4.290e-03, eta: 15:15:53, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6332, top5_acc: 0.8168, loss_cls: 1.5479, loss: 1.5479, grad_norm: 5.4018 2021-07-14 02:14:04,926 - mmaction - INFO - Epoch [223][800/1879] lr: 4.290e-03, eta: 15:15:35, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6379, top5_acc: 0.8305, loss_cls: 1.5159, loss: 1.5159, grad_norm: 5.3503 2021-07-14 02:14:22,066 - mmaction - INFO - Epoch [223][820/1879] lr: 4.290e-03, eta: 15:15:18, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6301, top5_acc: 0.8172, loss_cls: 1.5799, loss: 1.5799, grad_norm: 5.3675 2021-07-14 02:14:38,831 - mmaction - INFO - Epoch [223][840/1879] lr: 4.290e-03, eta: 15:15:00, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8234, loss_cls: 1.5963, loss: 1.5963, grad_norm: 5.4984 2021-07-14 02:14:55,686 - mmaction - INFO - Epoch [223][860/1879] lr: 4.290e-03, eta: 15:14:43, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6309, top5_acc: 0.8238, loss_cls: 1.5864, loss: 1.5864, grad_norm: 5.4976 2021-07-14 02:15:12,611 - mmaction - INFO - Epoch [223][880/1879] lr: 4.290e-03, eta: 15:14:25, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6207, top5_acc: 0.8152, loss_cls: 1.6235, loss: 1.6235, grad_norm: 5.5117 2021-07-14 02:15:29,768 - mmaction - INFO - Epoch [223][900/1879] lr: 4.290e-03, eta: 15:14:07, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6242, top5_acc: 0.8211, loss_cls: 1.5992, loss: 1.5992, grad_norm: 5.4733 2021-07-14 02:15:46,783 - mmaction - INFO - Epoch [223][920/1879] lr: 4.290e-03, eta: 15:13:50, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8121, loss_cls: 1.6257, loss: 1.6257, grad_norm: 5.4310 2021-07-14 02:16:03,823 - mmaction - INFO - Epoch [223][940/1879] lr: 4.290e-03, eta: 15:13:32, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6195, top5_acc: 0.8141, loss_cls: 1.6025, loss: 1.6025, grad_norm: 5.3413 2021-07-14 02:16:20,816 - mmaction - INFO - Epoch [223][960/1879] lr: 4.290e-03, eta: 15:13:15, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6254, top5_acc: 0.8145, loss_cls: 1.6357, loss: 1.6357, grad_norm: 5.5647 2021-07-14 02:16:37,806 - mmaction - INFO - Epoch [223][980/1879] lr: 4.290e-03, eta: 15:12:57, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6246, top5_acc: 0.8160, loss_cls: 1.6177, loss: 1.6177, grad_norm: 5.3394 2021-07-14 02:16:54,758 - mmaction - INFO - Epoch [223][1000/1879] lr: 4.290e-03, eta: 15:12:40, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6414, top5_acc: 0.8340, loss_cls: 1.5324, loss: 1.5324, grad_norm: 5.3903 2021-07-14 02:17:11,753 - mmaction - INFO - Epoch [223][1020/1879] lr: 4.290e-03, eta: 15:12:22, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6312, top5_acc: 0.8344, loss_cls: 1.5398, loss: 1.5398, grad_norm: 5.5667 2021-07-14 02:17:28,698 - mmaction - INFO - Epoch [223][1040/1879] lr: 4.290e-03, eta: 15:12:04, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6211, top5_acc: 0.8160, loss_cls: 1.6013, loss: 1.6013, grad_norm: 5.5133 2021-07-14 02:17:45,983 - mmaction - INFO - Epoch [223][1060/1879] lr: 4.290e-03, eta: 15:11:47, time: 0.864, data_time: 0.005, memory: 6454, top1_acc: 0.6191, top5_acc: 0.8184, loss_cls: 1.6425, loss: 1.6425, grad_norm: 5.6259 2021-07-14 02:18:02,909 - mmaction - INFO - Epoch [223][1080/1879] lr: 4.290e-03, eta: 15:11:29, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6258, top5_acc: 0.8281, loss_cls: 1.5855, loss: 1.5855, grad_norm: 5.4934 2021-07-14 02:18:20,045 - mmaction - INFO - Epoch [223][1100/1879] lr: 4.290e-03, eta: 15:11:12, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.6141, top5_acc: 0.8063, loss_cls: 1.6601, loss: 1.6601, grad_norm: 5.5946 2021-07-14 02:18:37,035 - mmaction - INFO - Epoch [223][1120/1879] lr: 4.290e-03, eta: 15:10:54, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6324, top5_acc: 0.8215, loss_cls: 1.5514, loss: 1.5514, grad_norm: 5.3307 2021-07-14 02:18:53,987 - mmaction - INFO - Epoch [223][1140/1879] lr: 4.290e-03, eta: 15:10:37, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6109, top5_acc: 0.8121, loss_cls: 1.6275, loss: 1.6275, grad_norm: 5.6236 2021-07-14 02:19:10,904 - mmaction - INFO - Epoch [223][1160/1879] lr: 4.290e-03, eta: 15:10:19, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6348, top5_acc: 0.8359, loss_cls: 1.5026, loss: 1.5026, grad_norm: 5.4018 2021-07-14 02:19:27,742 - mmaction - INFO - Epoch [223][1180/1879] lr: 4.290e-03, eta: 15:10:01, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6109, top5_acc: 0.8125, loss_cls: 1.6201, loss: 1.6201, grad_norm: 5.4860 2021-07-14 02:19:44,759 - mmaction - INFO - Epoch [223][1200/1879] lr: 4.290e-03, eta: 15:09:44, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6305, top5_acc: 0.8148, loss_cls: 1.6073, loss: 1.6073, grad_norm: 5.5655 2021-07-14 02:20:01,774 - mmaction - INFO - Epoch [223][1220/1879] lr: 4.290e-03, eta: 15:09:26, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6238, top5_acc: 0.8262, loss_cls: 1.5884, loss: 1.5884, grad_norm: 5.4393 2021-07-14 02:20:18,654 - mmaction - INFO - Epoch [223][1240/1879] lr: 4.290e-03, eta: 15:09:09, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.6215, top5_acc: 0.8273, loss_cls: 1.5820, loss: 1.5820, grad_norm: 5.4926 2021-07-14 02:20:35,808 - mmaction - INFO - Epoch [223][1260/1879] lr: 4.290e-03, eta: 15:08:51, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6277, top5_acc: 0.8258, loss_cls: 1.6076, loss: 1.6076, grad_norm: 5.3860 2021-07-14 02:20:52,855 - mmaction - INFO - Epoch [223][1280/1879] lr: 4.290e-03, eta: 15:08:34, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6191, top5_acc: 0.8090, loss_cls: 1.6644, loss: 1.6644, grad_norm: 5.5488 2021-07-14 02:21:09,960 - mmaction - INFO - Epoch [223][1300/1879] lr: 4.290e-03, eta: 15:08:16, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6180, top5_acc: 0.8242, loss_cls: 1.6380, loss: 1.6380, grad_norm: 5.4590 2021-07-14 02:21:26,886 - mmaction - INFO - Epoch [223][1320/1879] lr: 4.290e-03, eta: 15:07:58, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6340, top5_acc: 0.8313, loss_cls: 1.5566, loss: 1.5566, grad_norm: 5.3661 2021-07-14 02:21:43,995 - mmaction - INFO - Epoch [223][1340/1879] lr: 4.290e-03, eta: 15:07:41, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6211, top5_acc: 0.8211, loss_cls: 1.6137, loss: 1.6137, grad_norm: 5.4515 2021-07-14 02:22:00,924 - mmaction - INFO - Epoch [223][1360/1879] lr: 4.290e-03, eta: 15:07:23, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6293, top5_acc: 0.8070, loss_cls: 1.6624, loss: 1.6624, grad_norm: 5.4874 2021-07-14 02:22:17,809 - mmaction - INFO - Epoch [223][1380/1879] lr: 4.290e-03, eta: 15:07:06, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6406, top5_acc: 0.8223, loss_cls: 1.5743, loss: 1.5743, grad_norm: 5.4743 2021-07-14 02:22:34,667 - mmaction - INFO - Epoch [223][1400/1879] lr: 4.290e-03, eta: 15:06:48, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6203, top5_acc: 0.8184, loss_cls: 1.6426, loss: 1.6426, grad_norm: 5.4293 2021-07-14 02:22:51,509 - mmaction - INFO - Epoch [223][1420/1879] lr: 4.290e-03, eta: 15:06:30, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6246, top5_acc: 0.8082, loss_cls: 1.6237, loss: 1.6237, grad_norm: 5.4751 2021-07-14 02:23:08,470 - mmaction - INFO - Epoch [223][1440/1879] lr: 4.290e-03, eta: 15:06:13, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6348, top5_acc: 0.8258, loss_cls: 1.5628, loss: 1.5628, grad_norm: 5.5045 2021-07-14 02:23:25,405 - mmaction - INFO - Epoch [223][1460/1879] lr: 4.290e-03, eta: 15:05:55, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6254, top5_acc: 0.8145, loss_cls: 1.6303, loss: 1.6303, grad_norm: 5.4435 2021-07-14 02:23:42,484 - mmaction - INFO - Epoch [223][1480/1879] lr: 4.290e-03, eta: 15:05:38, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6168, top5_acc: 0.8184, loss_cls: 1.6323, loss: 1.6323, grad_norm: 5.5790 2021-07-14 02:23:59,055 - mmaction - INFO - Epoch [223][1500/1879] lr: 4.290e-03, eta: 15:05:20, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.6293, top5_acc: 0.8262, loss_cls: 1.5644, loss: 1.5644, grad_norm: 5.4917 2021-07-14 02:24:16,169 - mmaction - INFO - Epoch [223][1520/1879] lr: 4.290e-03, eta: 15:05:02, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6234, top5_acc: 0.8184, loss_cls: 1.5977, loss: 1.5977, grad_norm: 5.4552 2021-07-14 02:24:33,187 - mmaction - INFO - Epoch [223][1540/1879] lr: 4.290e-03, eta: 15:04:45, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6012, top5_acc: 0.8055, loss_cls: 1.7060, loss: 1.7060, grad_norm: 5.6897 2021-07-14 02:24:50,107 - mmaction - INFO - Epoch [223][1560/1879] lr: 4.290e-03, eta: 15:04:27, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6191, top5_acc: 0.8199, loss_cls: 1.6157, loss: 1.6157, grad_norm: 5.5525 2021-07-14 02:25:06,828 - mmaction - INFO - Epoch [223][1580/1879] lr: 4.290e-03, eta: 15:04:10, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.6109, top5_acc: 0.8094, loss_cls: 1.6564, loss: 1.6564, grad_norm: 5.5219 2021-07-14 02:25:23,696 - mmaction - INFO - Epoch [223][1600/1879] lr: 4.290e-03, eta: 15:03:52, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6137, top5_acc: 0.8223, loss_cls: 1.6139, loss: 1.6139, grad_norm: 5.6667 2021-07-14 02:25:40,676 - mmaction - INFO - Epoch [223][1620/1879] lr: 4.290e-03, eta: 15:03:34, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8133, loss_cls: 1.6166, loss: 1.6166, grad_norm: 5.5750 2021-07-14 02:25:57,498 - mmaction - INFO - Epoch [223][1640/1879] lr: 4.290e-03, eta: 15:03:17, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.6305, top5_acc: 0.8195, loss_cls: 1.6199, loss: 1.6199, grad_norm: 5.5527 2021-07-14 02:26:14,460 - mmaction - INFO - Epoch [223][1660/1879] lr: 4.290e-03, eta: 15:02:59, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6430, top5_acc: 0.8309, loss_cls: 1.5519, loss: 1.5519, grad_norm: 5.4104 2021-07-14 02:26:31,409 - mmaction - INFO - Epoch [223][1680/1879] lr: 4.290e-03, eta: 15:02:42, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6211, top5_acc: 0.8207, loss_cls: 1.6116, loss: 1.6116, grad_norm: 5.5498 2021-07-14 02:26:48,448 - mmaction - INFO - Epoch [223][1700/1879] lr: 4.290e-03, eta: 15:02:24, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.5938, top5_acc: 0.8039, loss_cls: 1.6824, loss: 1.6824, grad_norm: 5.6155 2021-07-14 02:27:05,494 - mmaction - INFO - Epoch [223][1720/1879] lr: 4.290e-03, eta: 15:02:06, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6328, top5_acc: 0.8187, loss_cls: 1.6013, loss: 1.6013, grad_norm: 5.5258 2021-07-14 02:27:22,519 - mmaction - INFO - Epoch [223][1740/1879] lr: 4.290e-03, eta: 15:01:49, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.5977, top5_acc: 0.8117, loss_cls: 1.7005, loss: 1.7005, grad_norm: 5.7026 2021-07-14 02:27:39,072 - mmaction - INFO - Epoch [223][1760/1879] lr: 4.290e-03, eta: 15:01:31, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.6219, top5_acc: 0.8270, loss_cls: 1.5611, loss: 1.5611, grad_norm: 5.4333 2021-07-14 02:27:56,157 - mmaction - INFO - Epoch [223][1780/1879] lr: 4.290e-03, eta: 15:01:14, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6332, top5_acc: 0.8289, loss_cls: 1.5455, loss: 1.5455, grad_norm: 5.5212 2021-07-14 02:28:13,254 - mmaction - INFO - Epoch [223][1800/1879] lr: 4.290e-03, eta: 15:00:56, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6047, top5_acc: 0.8109, loss_cls: 1.6727, loss: 1.6727, grad_norm: 5.6689 2021-07-14 02:28:30,102 - mmaction - INFO - Epoch [223][1820/1879] lr: 4.290e-03, eta: 15:00:38, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6191, top5_acc: 0.8215, loss_cls: 1.6139, loss: 1.6139, grad_norm: 5.5460 2021-07-14 02:28:47,237 - mmaction - INFO - Epoch [223][1840/1879] lr: 4.290e-03, eta: 15:00:21, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6180, top5_acc: 0.8305, loss_cls: 1.5716, loss: 1.5716, grad_norm: 5.4888 2021-07-14 02:29:04,355 - mmaction - INFO - Epoch [223][1860/1879] lr: 4.290e-03, eta: 15:00:03, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6168, top5_acc: 0.8211, loss_cls: 1.5975, loss: 1.5975, grad_norm: 5.6109 2021-07-14 02:30:29,299 - mmaction - INFO - Epoch [224][20/1879] lr: 4.044e-03, eta: 14:59:42, time: 3.326, data_time: 2.332, memory: 6454, top1_acc: 0.6121, top5_acc: 0.8187, loss_cls: 1.6618, loss: 1.6618, grad_norm: 5.6818 2021-07-14 02:30:45,877 - mmaction - INFO - Epoch [224][40/1879] lr: 4.044e-03, eta: 14:59:24, time: 0.827, data_time: 0.005, memory: 6454, top1_acc: 0.6352, top5_acc: 0.8273, loss_cls: 1.5496, loss: 1.5496, grad_norm: 5.4573 2021-07-14 02:31:02,542 - mmaction - INFO - Epoch [224][60/1879] lr: 4.044e-03, eta: 14:59:06, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.6328, top5_acc: 0.8230, loss_cls: 1.5572, loss: 1.5572, grad_norm: 5.4088 2021-07-14 02:31:19,718 - mmaction - INFO - Epoch [224][80/1879] lr: 4.044e-03, eta: 14:58:49, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6336, top5_acc: 0.8219, loss_cls: 1.5975, loss: 1.5975, grad_norm: 5.4239 2021-07-14 02:31:36,685 - mmaction - INFO - Epoch [224][100/1879] lr: 4.044e-03, eta: 14:58:31, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6277, top5_acc: 0.8289, loss_cls: 1.5737, loss: 1.5737, grad_norm: 5.4679 2021-07-14 02:31:53,431 - mmaction - INFO - Epoch [224][120/1879] lr: 4.044e-03, eta: 14:58:14, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.6383, top5_acc: 0.8332, loss_cls: 1.5165, loss: 1.5165, grad_norm: 5.5006 2021-07-14 02:32:10,367 - mmaction - INFO - Epoch [224][140/1879] lr: 4.044e-03, eta: 14:57:56, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8332, loss_cls: 1.5452, loss: 1.5452, grad_norm: 5.5204 2021-07-14 02:32:27,157 - mmaction - INFO - Epoch [224][160/1879] lr: 4.044e-03, eta: 14:57:38, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.6309, top5_acc: 0.8273, loss_cls: 1.5487, loss: 1.5487, grad_norm: 5.5232 2021-07-14 02:32:44,012 - mmaction - INFO - Epoch [224][180/1879] lr: 4.044e-03, eta: 14:57:21, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8180, loss_cls: 1.5864, loss: 1.5864, grad_norm: 5.5285 2021-07-14 02:33:01,034 - mmaction - INFO - Epoch [224][200/1879] lr: 4.044e-03, eta: 14:57:03, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6332, top5_acc: 0.8215, loss_cls: 1.5623, loss: 1.5623, grad_norm: 5.4597 2021-07-14 02:33:17,840 - mmaction - INFO - Epoch [224][220/1879] lr: 4.044e-03, eta: 14:56:45, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8262, loss_cls: 1.5655, loss: 1.5655, grad_norm: 5.5414 2021-07-14 02:33:34,926 - mmaction - INFO - Epoch [224][240/1879] lr: 4.044e-03, eta: 14:56:28, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.6238, top5_acc: 0.8172, loss_cls: 1.6262, loss: 1.6262, grad_norm: 5.6271 2021-07-14 02:33:51,782 - mmaction - INFO - Epoch [224][260/1879] lr: 4.044e-03, eta: 14:56:10, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8172, loss_cls: 1.5939, loss: 1.5939, grad_norm: 5.7013 2021-07-14 02:34:08,605 - mmaction - INFO - Epoch [224][280/1879] lr: 4.044e-03, eta: 14:55:53, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6316, top5_acc: 0.8148, loss_cls: 1.6185, loss: 1.6185, grad_norm: 5.6569 2021-07-14 02:34:25,423 - mmaction - INFO - Epoch [224][300/1879] lr: 4.044e-03, eta: 14:55:35, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.6258, top5_acc: 0.8246, loss_cls: 1.5604, loss: 1.5604, grad_norm: 5.7375 2021-07-14 02:34:42,358 - mmaction - INFO - Epoch [224][320/1879] lr: 4.044e-03, eta: 14:55:17, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6207, top5_acc: 0.8180, loss_cls: 1.6092, loss: 1.6092, grad_norm: 5.6479 2021-07-14 02:34:59,466 - mmaction - INFO - Epoch [224][340/1879] lr: 4.044e-03, eta: 14:55:00, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.6297, top5_acc: 0.8160, loss_cls: 1.6012, loss: 1.6012, grad_norm: 5.6471 2021-07-14 02:35:16,585 - mmaction - INFO - Epoch [224][360/1879] lr: 4.044e-03, eta: 14:54:42, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6160, top5_acc: 0.8109, loss_cls: 1.6614, loss: 1.6614, grad_norm: 5.5753 2021-07-14 02:35:33,365 - mmaction - INFO - Epoch [224][380/1879] lr: 4.044e-03, eta: 14:54:25, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.6129, top5_acc: 0.8176, loss_cls: 1.6332, loss: 1.6332, grad_norm: 5.5974 2021-07-14 02:35:50,528 - mmaction - INFO - Epoch [224][400/1879] lr: 4.044e-03, eta: 14:54:07, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6242, top5_acc: 0.8254, loss_cls: 1.5687, loss: 1.5687, grad_norm: 5.5259 2021-07-14 02:36:07,400 - mmaction - INFO - Epoch [224][420/1879] lr: 4.044e-03, eta: 14:53:50, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6230, top5_acc: 0.8250, loss_cls: 1.5737, loss: 1.5737, grad_norm: 5.4924 2021-07-14 02:36:24,321 - mmaction - INFO - Epoch [224][440/1879] lr: 4.044e-03, eta: 14:53:32, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6133, top5_acc: 0.8289, loss_cls: 1.5802, loss: 1.5802, grad_norm: 5.6348 2021-07-14 02:36:41,324 - mmaction - INFO - Epoch [224][460/1879] lr: 4.044e-03, eta: 14:53:14, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6254, top5_acc: 0.8160, loss_cls: 1.5802, loss: 1.5802, grad_norm: 5.4728 2021-07-14 02:36:58,439 - mmaction - INFO - Epoch [224][480/1879] lr: 4.044e-03, eta: 14:52:57, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8246, loss_cls: 1.5595, loss: 1.5595, grad_norm: 5.5111 2021-07-14 02:37:15,486 - mmaction - INFO - Epoch [224][500/1879] lr: 4.044e-03, eta: 14:52:39, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.6262, top5_acc: 0.8297, loss_cls: 1.5396, loss: 1.5396, grad_norm: 5.5541 2021-07-14 02:37:32,513 - mmaction - INFO - Epoch [224][520/1879] lr: 4.044e-03, eta: 14:52:22, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8320, loss_cls: 1.5414, loss: 1.5414, grad_norm: 5.4380 2021-07-14 02:37:49,325 - mmaction - INFO - Epoch [224][540/1879] lr: 4.044e-03, eta: 14:52:04, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6262, top5_acc: 0.8328, loss_cls: 1.5672, loss: 1.5672, grad_norm: 5.6040 2021-07-14 02:38:06,540 - mmaction - INFO - Epoch [224][560/1879] lr: 4.044e-03, eta: 14:51:47, time: 0.863, data_time: 0.004, memory: 6454, top1_acc: 0.6328, top5_acc: 0.8285, loss_cls: 1.5784, loss: 1.5784, grad_norm: 5.5181 2021-07-14 02:38:23,709 - mmaction - INFO - Epoch [224][580/1879] lr: 4.044e-03, eta: 14:51:29, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6184, top5_acc: 0.8199, loss_cls: 1.5927, loss: 1.5927, grad_norm: 5.4252 2021-07-14 02:38:40,488 - mmaction - INFO - Epoch [224][600/1879] lr: 4.044e-03, eta: 14:51:11, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6297, top5_acc: 0.8336, loss_cls: 1.5718, loss: 1.5718, grad_norm: 5.5292 2021-07-14 02:38:57,539 - mmaction - INFO - Epoch [224][620/1879] lr: 4.044e-03, eta: 14:50:54, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.6137, top5_acc: 0.8199, loss_cls: 1.6169, loss: 1.6169, grad_norm: 5.5798 2021-07-14 02:39:14,409 - mmaction - INFO - Epoch [224][640/1879] lr: 4.044e-03, eta: 14:50:36, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6230, top5_acc: 0.8250, loss_cls: 1.5694, loss: 1.5694, grad_norm: 5.3916 2021-07-14 02:39:31,382 - mmaction - INFO - Epoch [224][660/1879] lr: 4.044e-03, eta: 14:50:19, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6254, top5_acc: 0.8234, loss_cls: 1.5856, loss: 1.5856, grad_norm: 5.6247 2021-07-14 02:39:48,095 - mmaction - INFO - Epoch [224][680/1879] lr: 4.044e-03, eta: 14:50:01, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.6234, top5_acc: 0.8195, loss_cls: 1.6003, loss: 1.6003, grad_norm: 5.6439 2021-07-14 02:40:05,068 - mmaction - INFO - Epoch [224][700/1879] lr: 4.044e-03, eta: 14:49:43, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6168, top5_acc: 0.8074, loss_cls: 1.6168, loss: 1.6168, grad_norm: 5.4532 2021-07-14 02:40:22,017 - mmaction - INFO - Epoch [224][720/1879] lr: 4.044e-03, eta: 14:49:26, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6328, top5_acc: 0.8270, loss_cls: 1.5910, loss: 1.5910, grad_norm: 5.3530 2021-07-14 02:40:39,106 - mmaction - INFO - Epoch [224][740/1879] lr: 4.044e-03, eta: 14:49:08, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8293, loss_cls: 1.5664, loss: 1.5664, grad_norm: 5.4578 2021-07-14 02:40:56,169 - mmaction - INFO - Epoch [224][760/1879] lr: 4.044e-03, eta: 14:48:51, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8172, loss_cls: 1.6037, loss: 1.6037, grad_norm: 5.5281 2021-07-14 02:41:13,069 - mmaction - INFO - Epoch [224][780/1879] lr: 4.044e-03, eta: 14:48:33, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.6387, top5_acc: 0.8285, loss_cls: 1.5599, loss: 1.5599, grad_norm: 5.5030 2021-07-14 02:41:29,959 - mmaction - INFO - Epoch [224][800/1879] lr: 4.044e-03, eta: 14:48:16, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6383, top5_acc: 0.8242, loss_cls: 1.5471, loss: 1.5471, grad_norm: 5.4433 2021-07-14 02:41:46,683 - mmaction - INFO - Epoch [224][820/1879] lr: 4.044e-03, eta: 14:47:58, time: 0.836, data_time: 0.006, memory: 6454, top1_acc: 0.6273, top5_acc: 0.8266, loss_cls: 1.5606, loss: 1.5606, grad_norm: 5.4060 2021-07-14 02:42:03,845 - mmaction - INFO - Epoch [224][840/1879] lr: 4.044e-03, eta: 14:47:40, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.6289, top5_acc: 0.8152, loss_cls: 1.6032, loss: 1.6032, grad_norm: 5.4195 2021-07-14 02:42:20,798 - mmaction - INFO - Epoch [224][860/1879] lr: 4.044e-03, eta: 14:47:23, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6367, top5_acc: 0.8199, loss_cls: 1.5776, loss: 1.5776, grad_norm: 5.5235 2021-07-14 02:42:37,712 - mmaction - INFO - Epoch [224][880/1879] lr: 4.044e-03, eta: 14:47:05, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6238, top5_acc: 0.8184, loss_cls: 1.6165, loss: 1.6165, grad_norm: 5.5800 2021-07-14 02:42:54,892 - mmaction - INFO - Epoch [224][900/1879] lr: 4.044e-03, eta: 14:46:48, time: 0.859, data_time: 0.002, memory: 6454, top1_acc: 0.6383, top5_acc: 0.8293, loss_cls: 1.5358, loss: 1.5358, grad_norm: 5.4875 2021-07-14 02:43:12,113 - mmaction - INFO - Epoch [224][920/1879] lr: 4.044e-03, eta: 14:46:30, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.6277, top5_acc: 0.8152, loss_cls: 1.5976, loss: 1.5976, grad_norm: 5.6342 2021-07-14 02:43:29,176 - mmaction - INFO - Epoch [224][940/1879] lr: 4.044e-03, eta: 14:46:13, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6195, top5_acc: 0.8238, loss_cls: 1.6218, loss: 1.6218, grad_norm: 5.6615 2021-07-14 02:43:46,227 - mmaction - INFO - Epoch [224][960/1879] lr: 4.044e-03, eta: 14:45:55, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6270, top5_acc: 0.8348, loss_cls: 1.5468, loss: 1.5468, grad_norm: 5.3841 2021-07-14 02:44:03,171 - mmaction - INFO - Epoch [224][980/1879] lr: 4.044e-03, eta: 14:45:37, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.6270, top5_acc: 0.8215, loss_cls: 1.5607, loss: 1.5607, grad_norm: 5.6012 2021-07-14 02:44:20,036 - mmaction - INFO - Epoch [224][1000/1879] lr: 4.044e-03, eta: 14:45:20, time: 0.844, data_time: 0.007, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8187, loss_cls: 1.5839, loss: 1.5839, grad_norm: 5.5510 2021-07-14 02:44:37,119 - mmaction - INFO - Epoch [224][1020/1879] lr: 4.044e-03, eta: 14:45:02, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6457, top5_acc: 0.8324, loss_cls: 1.5125, loss: 1.5125, grad_norm: 5.3730 2021-07-14 02:44:54,137 - mmaction - INFO - Epoch [224][1040/1879] lr: 4.044e-03, eta: 14:44:45, time: 0.853, data_time: 0.008, memory: 6454, top1_acc: 0.6332, top5_acc: 0.8199, loss_cls: 1.5893, loss: 1.5893, grad_norm: 5.5871 2021-07-14 02:45:11,140 - mmaction - INFO - Epoch [224][1060/1879] lr: 4.044e-03, eta: 14:44:27, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6207, top5_acc: 0.8164, loss_cls: 1.6030, loss: 1.6030, grad_norm: 5.4979 2021-07-14 02:45:28,042 - mmaction - INFO - Epoch [224][1080/1879] lr: 4.044e-03, eta: 14:44:10, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6164, top5_acc: 0.8152, loss_cls: 1.6677, loss: 1.6677, grad_norm: 5.6619 2021-07-14 02:45:45,131 - mmaction - INFO - Epoch [224][1100/1879] lr: 4.044e-03, eta: 14:43:52, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6207, top5_acc: 0.8195, loss_cls: 1.5900, loss: 1.5900, grad_norm: 5.5323 2021-07-14 02:46:02,218 - mmaction - INFO - Epoch [224][1120/1879] lr: 4.044e-03, eta: 14:43:35, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8246, loss_cls: 1.5696, loss: 1.5696, grad_norm: 5.6216 2021-07-14 02:46:19,229 - mmaction - INFO - Epoch [224][1140/1879] lr: 4.044e-03, eta: 14:43:17, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6367, top5_acc: 0.8344, loss_cls: 1.5101, loss: 1.5101, grad_norm: 5.5126 2021-07-14 02:46:36,330 - mmaction - INFO - Epoch [224][1160/1879] lr: 4.044e-03, eta: 14:42:59, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.6121, top5_acc: 0.8137, loss_cls: 1.6372, loss: 1.6372, grad_norm: 5.6674 2021-07-14 02:46:53,028 - mmaction - INFO - Epoch [224][1180/1879] lr: 4.044e-03, eta: 14:42:42, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.6262, top5_acc: 0.8234, loss_cls: 1.6115, loss: 1.6115, grad_norm: 5.5708 2021-07-14 02:47:10,112 - mmaction - INFO - Epoch [224][1200/1879] lr: 4.044e-03, eta: 14:42:24, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6270, top5_acc: 0.8164, loss_cls: 1.5824, loss: 1.5824, grad_norm: 5.5346 2021-07-14 02:47:27,103 - mmaction - INFO - Epoch [224][1220/1879] lr: 4.044e-03, eta: 14:42:07, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6230, top5_acc: 0.8297, loss_cls: 1.5630, loss: 1.5630, grad_norm: 5.7645 2021-07-14 02:47:44,142 - mmaction - INFO - Epoch [224][1240/1879] lr: 4.044e-03, eta: 14:41:49, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6273, top5_acc: 0.8125, loss_cls: 1.6333, loss: 1.6333, grad_norm: 5.6145 2021-07-14 02:48:01,064 - mmaction - INFO - Epoch [224][1260/1879] lr: 4.044e-03, eta: 14:41:31, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6188, top5_acc: 0.8246, loss_cls: 1.5710, loss: 1.5710, grad_norm: 5.5999 2021-07-14 02:48:17,897 - mmaction - INFO - Epoch [224][1280/1879] lr: 4.044e-03, eta: 14:41:14, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6383, top5_acc: 0.8316, loss_cls: 1.5255, loss: 1.5255, grad_norm: 5.4735 2021-07-14 02:48:34,912 - mmaction - INFO - Epoch [224][1300/1879] lr: 4.044e-03, eta: 14:40:56, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6289, top5_acc: 0.8180, loss_cls: 1.6116, loss: 1.6116, grad_norm: 5.5184 2021-07-14 02:48:51,872 - mmaction - INFO - Epoch [224][1320/1879] lr: 4.044e-03, eta: 14:40:39, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6289, top5_acc: 0.8191, loss_cls: 1.5982, loss: 1.5982, grad_norm: 5.5244 2021-07-14 02:49:08,668 - mmaction - INFO - Epoch [224][1340/1879] lr: 4.044e-03, eta: 14:40:21, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6168, top5_acc: 0.8141, loss_cls: 1.6135, loss: 1.6135, grad_norm: 5.5475 2021-07-14 02:49:25,542 - mmaction - INFO - Epoch [224][1360/1879] lr: 4.044e-03, eta: 14:40:03, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6234, top5_acc: 0.8059, loss_cls: 1.6274, loss: 1.6274, grad_norm: 5.4506 2021-07-14 02:49:42,623 - mmaction - INFO - Epoch [224][1380/1879] lr: 4.044e-03, eta: 14:39:46, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6273, top5_acc: 0.8230, loss_cls: 1.5700, loss: 1.5700, grad_norm: 5.5541 2021-07-14 02:49:59,633 - mmaction - INFO - Epoch [224][1400/1879] lr: 4.044e-03, eta: 14:39:28, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6270, top5_acc: 0.8203, loss_cls: 1.5881, loss: 1.5881, grad_norm: 5.4608 2021-07-14 02:50:16,567 - mmaction - INFO - Epoch [224][1420/1879] lr: 4.044e-03, eta: 14:39:11, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6289, top5_acc: 0.8164, loss_cls: 1.5894, loss: 1.5894, grad_norm: 5.5648 2021-07-14 02:50:33,505 - mmaction - INFO - Epoch [224][1440/1879] lr: 4.044e-03, eta: 14:38:53, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8254, loss_cls: 1.5971, loss: 1.5971, grad_norm: 5.5495 2021-07-14 02:50:50,480 - mmaction - INFO - Epoch [224][1460/1879] lr: 4.044e-03, eta: 14:38:36, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.6203, top5_acc: 0.8094, loss_cls: 1.6313, loss: 1.6313, grad_norm: 5.6251 2021-07-14 02:51:07,448 - mmaction - INFO - Epoch [224][1480/1879] lr: 4.044e-03, eta: 14:38:18, time: 0.847, data_time: 0.007, memory: 6454, top1_acc: 0.6246, top5_acc: 0.8180, loss_cls: 1.6033, loss: 1.6033, grad_norm: 5.5915 2021-07-14 02:51:24,380 - mmaction - INFO - Epoch [224][1500/1879] lr: 4.044e-03, eta: 14:38:00, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6340, top5_acc: 0.8254, loss_cls: 1.5569, loss: 1.5569, grad_norm: 5.6086 2021-07-14 02:51:41,421 - mmaction - INFO - Epoch [224][1520/1879] lr: 4.044e-03, eta: 14:37:43, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6414, top5_acc: 0.8293, loss_cls: 1.5559, loss: 1.5559, grad_norm: 5.4756 2021-07-14 02:51:58,496 - mmaction - INFO - Epoch [224][1540/1879] lr: 4.044e-03, eta: 14:37:25, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6195, top5_acc: 0.8207, loss_cls: 1.6252, loss: 1.6252, grad_norm: 5.6169 2021-07-14 02:52:15,516 - mmaction - INFO - Epoch [224][1560/1879] lr: 4.044e-03, eta: 14:37:08, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6023, top5_acc: 0.8187, loss_cls: 1.6404, loss: 1.6404, grad_norm: 5.8742 2021-07-14 02:52:32,592 - mmaction - INFO - Epoch [224][1580/1879] lr: 4.044e-03, eta: 14:36:50, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.6199, top5_acc: 0.8141, loss_cls: 1.6236, loss: 1.6236, grad_norm: 5.5571 2021-07-14 02:52:49,541 - mmaction - INFO - Epoch [224][1600/1879] lr: 4.044e-03, eta: 14:36:33, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6258, top5_acc: 0.8242, loss_cls: 1.6243, loss: 1.6243, grad_norm: 5.6108 2021-07-14 02:53:06,565 - mmaction - INFO - Epoch [224][1620/1879] lr: 4.044e-03, eta: 14:36:15, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6098, top5_acc: 0.8152, loss_cls: 1.6255, loss: 1.6255, grad_norm: 5.6112 2021-07-14 02:53:23,502 - mmaction - INFO - Epoch [224][1640/1879] lr: 4.044e-03, eta: 14:35:58, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6109, top5_acc: 0.8098, loss_cls: 1.6378, loss: 1.6378, grad_norm: 5.7148 2021-07-14 02:53:40,591 - mmaction - INFO - Epoch [224][1660/1879] lr: 4.044e-03, eta: 14:35:40, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8137, loss_cls: 1.6459, loss: 1.6459, grad_norm: 5.5889 2021-07-14 02:53:57,640 - mmaction - INFO - Epoch [224][1680/1879] lr: 4.044e-03, eta: 14:35:22, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6254, top5_acc: 0.8121, loss_cls: 1.6042, loss: 1.6042, grad_norm: 5.5922 2021-07-14 02:54:14,697 - mmaction - INFO - Epoch [224][1700/1879] lr: 4.044e-03, eta: 14:35:05, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.6211, top5_acc: 0.8176, loss_cls: 1.6081, loss: 1.6081, grad_norm: 5.5175 2021-07-14 02:54:31,704 - mmaction - INFO - Epoch [224][1720/1879] lr: 4.044e-03, eta: 14:34:47, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6418, top5_acc: 0.8301, loss_cls: 1.5158, loss: 1.5158, grad_norm: 5.6453 2021-07-14 02:54:48,454 - mmaction - INFO - Epoch [224][1740/1879] lr: 4.044e-03, eta: 14:34:30, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.6164, top5_acc: 0.8270, loss_cls: 1.5960, loss: 1.5960, grad_norm: 5.6602 2021-07-14 02:55:05,288 - mmaction - INFO - Epoch [224][1760/1879] lr: 4.044e-03, eta: 14:34:12, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6207, top5_acc: 0.8250, loss_cls: 1.5822, loss: 1.5822, grad_norm: 5.4745 2021-07-14 02:55:22,021 - mmaction - INFO - Epoch [224][1780/1879] lr: 4.044e-03, eta: 14:33:54, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.6137, top5_acc: 0.8043, loss_cls: 1.6422, loss: 1.6422, grad_norm: 5.6513 2021-07-14 02:55:38,763 - mmaction - INFO - Epoch [224][1800/1879] lr: 4.044e-03, eta: 14:33:37, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.6133, top5_acc: 0.8199, loss_cls: 1.6127, loss: 1.6127, grad_norm: 5.5699 2021-07-14 02:55:55,472 - mmaction - INFO - Epoch [224][1820/1879] lr: 4.044e-03, eta: 14:33:19, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.6133, top5_acc: 0.8234, loss_cls: 1.6222, loss: 1.6222, grad_norm: 5.6475 2021-07-14 02:56:12,022 - mmaction - INFO - Epoch [224][1840/1879] lr: 4.044e-03, eta: 14:33:01, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.6262, top5_acc: 0.8191, loss_cls: 1.6075, loss: 1.6075, grad_norm: 5.5983 2021-07-14 02:56:28,832 - mmaction - INFO - Epoch [224][1860/1879] lr: 4.044e-03, eta: 14:32:44, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.6129, top5_acc: 0.8090, loss_cls: 1.6314, loss: 1.6314, grad_norm: 5.6494 2021-07-14 02:56:46,095 - mmaction - INFO - Saving checkpoint at 224 epochs 2021-07-14 02:57:42,314 - mmaction - INFO - Epoch [225][20/1879] lr: 3.806e-03, eta: 14:32:17, time: 2.720, data_time: 1.857, memory: 6454, top1_acc: 0.6328, top5_acc: 0.8180, loss_cls: 1.6042, loss: 1.6042, grad_norm: 5.4567 2021-07-14 02:57:59,173 - mmaction - INFO - Epoch [225][40/1879] lr: 3.806e-03, eta: 14:32:00, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.6141, top5_acc: 0.8254, loss_cls: 1.5779, loss: 1.5779, grad_norm: 5.5286 2021-07-14 02:58:15,913 - mmaction - INFO - Epoch [225][60/1879] lr: 3.806e-03, eta: 14:31:42, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.6445, top5_acc: 0.8383, loss_cls: 1.5026, loss: 1.5026, grad_norm: 5.5052 2021-07-14 02:58:32,957 - mmaction - INFO - Epoch [225][80/1879] lr: 3.806e-03, eta: 14:31:24, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6168, top5_acc: 0.8156, loss_cls: 1.6056, loss: 1.6056, grad_norm: 5.5708 2021-07-14 02:58:49,837 - mmaction - INFO - Epoch [225][100/1879] lr: 3.806e-03, eta: 14:31:07, time: 0.843, data_time: 0.007, memory: 6454, top1_acc: 0.6332, top5_acc: 0.8215, loss_cls: 1.5699, loss: 1.5699, grad_norm: 5.3501 2021-07-14 02:59:06,687 - mmaction - INFO - Epoch [225][120/1879] lr: 3.806e-03, eta: 14:30:49, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8262, loss_cls: 1.5479, loss: 1.5479, grad_norm: 5.4757 2021-07-14 02:59:23,416 - mmaction - INFO - Epoch [225][140/1879] lr: 3.806e-03, eta: 14:30:32, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.6262, top5_acc: 0.8246, loss_cls: 1.5573, loss: 1.5573, grad_norm: 5.4521 2021-07-14 02:59:40,587 - mmaction - INFO - Epoch [225][160/1879] lr: 3.806e-03, eta: 14:30:14, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.6340, top5_acc: 0.8187, loss_cls: 1.5824, loss: 1.5824, grad_norm: 5.4806 2021-07-14 02:59:57,538 - mmaction - INFO - Epoch [225][180/1879] lr: 3.806e-03, eta: 14:29:56, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6371, top5_acc: 0.8289, loss_cls: 1.5378, loss: 1.5378, grad_norm: 5.5020 2021-07-14 03:00:14,648 - mmaction - INFO - Epoch [225][200/1879] lr: 3.806e-03, eta: 14:29:39, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6348, top5_acc: 0.8352, loss_cls: 1.5296, loss: 1.5296, grad_norm: 5.5928 2021-07-14 03:00:31,487 - mmaction - INFO - Epoch [225][220/1879] lr: 3.806e-03, eta: 14:29:21, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8098, loss_cls: 1.6539, loss: 1.6539, grad_norm: 5.5223 2021-07-14 03:00:48,570 - mmaction - INFO - Epoch [225][240/1879] lr: 3.806e-03, eta: 14:29:04, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6324, top5_acc: 0.8297, loss_cls: 1.5507, loss: 1.5507, grad_norm: 5.6084 2021-07-14 03:01:05,752 - mmaction - INFO - Epoch [225][260/1879] lr: 3.806e-03, eta: 14:28:46, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.6141, top5_acc: 0.8105, loss_cls: 1.6395, loss: 1.6395, grad_norm: 5.6600 2021-07-14 03:01:22,753 - mmaction - INFO - Epoch [225][280/1879] lr: 3.806e-03, eta: 14:28:29, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6219, top5_acc: 0.8215, loss_cls: 1.5916, loss: 1.5916, grad_norm: 5.6342 2021-07-14 03:01:39,773 - mmaction - INFO - Epoch [225][300/1879] lr: 3.806e-03, eta: 14:28:11, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6387, top5_acc: 0.8168, loss_cls: 1.5804, loss: 1.5804, grad_norm: 5.6158 2021-07-14 03:01:56,756 - mmaction - INFO - Epoch [225][320/1879] lr: 3.806e-03, eta: 14:27:54, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6344, top5_acc: 0.8266, loss_cls: 1.5300, loss: 1.5300, grad_norm: 5.5686 2021-07-14 03:02:13,443 - mmaction - INFO - Epoch [225][340/1879] lr: 3.806e-03, eta: 14:27:36, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.6316, top5_acc: 0.8297, loss_cls: 1.5436, loss: 1.5436, grad_norm: 5.5497 2021-07-14 03:02:30,394 - mmaction - INFO - Epoch [225][360/1879] lr: 3.806e-03, eta: 14:27:18, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6348, top5_acc: 0.8187, loss_cls: 1.5732, loss: 1.5732, grad_norm: 5.4964 2021-07-14 03:02:47,466 - mmaction - INFO - Epoch [225][380/1879] lr: 3.806e-03, eta: 14:27:01, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6293, top5_acc: 0.8320, loss_cls: 1.5338, loss: 1.5338, grad_norm: 5.5959 2021-07-14 03:03:04,529 - mmaction - INFO - Epoch [225][400/1879] lr: 3.806e-03, eta: 14:26:43, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6211, top5_acc: 0.8262, loss_cls: 1.6015, loss: 1.6015, grad_norm: 5.5728 2021-07-14 03:03:21,648 - mmaction - INFO - Epoch [225][420/1879] lr: 3.806e-03, eta: 14:26:26, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6215, top5_acc: 0.8199, loss_cls: 1.5838, loss: 1.5838, grad_norm: 5.5947 2021-07-14 03:03:38,482 - mmaction - INFO - Epoch [225][440/1879] lr: 3.806e-03, eta: 14:26:08, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8102, loss_cls: 1.6369, loss: 1.6369, grad_norm: 5.6999 2021-07-14 03:03:55,252 - mmaction - INFO - Epoch [225][460/1879] lr: 3.806e-03, eta: 14:25:50, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6266, top5_acc: 0.8098, loss_cls: 1.5912, loss: 1.5912, grad_norm: 5.5393 2021-07-14 03:04:12,301 - mmaction - INFO - Epoch [225][480/1879] lr: 3.806e-03, eta: 14:25:33, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8152, loss_cls: 1.5750, loss: 1.5750, grad_norm: 5.3946 2021-07-14 03:04:29,254 - mmaction - INFO - Epoch [225][500/1879] lr: 3.806e-03, eta: 14:25:15, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6527, top5_acc: 0.8324, loss_cls: 1.4920, loss: 1.4920, grad_norm: 5.3508 2021-07-14 03:04:46,118 - mmaction - INFO - Epoch [225][520/1879] lr: 3.806e-03, eta: 14:24:58, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.6395, top5_acc: 0.8281, loss_cls: 1.5542, loss: 1.5542, grad_norm: 5.7801 2021-07-14 03:05:02,903 - mmaction - INFO - Epoch [225][540/1879] lr: 3.806e-03, eta: 14:24:40, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6395, top5_acc: 0.8297, loss_cls: 1.5125, loss: 1.5125, grad_norm: 5.4479 2021-07-14 03:05:19,742 - mmaction - INFO - Epoch [225][560/1879] lr: 3.806e-03, eta: 14:24:22, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6359, top5_acc: 0.8320, loss_cls: 1.5223, loss: 1.5223, grad_norm: 5.5534 2021-07-14 03:05:36,826 - mmaction - INFO - Epoch [225][580/1879] lr: 3.806e-03, eta: 14:24:05, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6254, top5_acc: 0.8207, loss_cls: 1.5960, loss: 1.5960, grad_norm: 5.7232 2021-07-14 03:05:54,068 - mmaction - INFO - Epoch [225][600/1879] lr: 3.806e-03, eta: 14:23:47, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.6172, top5_acc: 0.8227, loss_cls: 1.5895, loss: 1.5895, grad_norm: 5.5580 2021-07-14 03:06:11,094 - mmaction - INFO - Epoch [225][620/1879] lr: 3.806e-03, eta: 14:23:30, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6523, top5_acc: 0.8406, loss_cls: 1.4580, loss: 1.4580, grad_norm: 5.4462 2021-07-14 03:06:28,066 - mmaction - INFO - Epoch [225][640/1879] lr: 3.806e-03, eta: 14:23:12, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6406, top5_acc: 0.8359, loss_cls: 1.5274, loss: 1.5274, grad_norm: 5.4937 2021-07-14 03:06:44,708 - mmaction - INFO - Epoch [225][660/1879] lr: 3.806e-03, eta: 14:22:55, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.6227, top5_acc: 0.8078, loss_cls: 1.6249, loss: 1.6249, grad_norm: 5.6892 2021-07-14 03:07:01,715 - mmaction - INFO - Epoch [225][680/1879] lr: 3.806e-03, eta: 14:22:37, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6266, top5_acc: 0.8273, loss_cls: 1.5765, loss: 1.5765, grad_norm: 5.5889 2021-07-14 03:07:18,683 - mmaction - INFO - Epoch [225][700/1879] lr: 3.806e-03, eta: 14:22:19, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6375, top5_acc: 0.8426, loss_cls: 1.5124, loss: 1.5124, grad_norm: 5.4852 2021-07-14 03:07:35,934 - mmaction - INFO - Epoch [225][720/1879] lr: 3.806e-03, eta: 14:22:02, time: 0.864, data_time: 0.005, memory: 6454, top1_acc: 0.6242, top5_acc: 0.8187, loss_cls: 1.6109, loss: 1.6109, grad_norm: 5.6061 2021-07-14 03:07:53,041 - mmaction - INFO - Epoch [225][740/1879] lr: 3.806e-03, eta: 14:21:44, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.6301, top5_acc: 0.8195, loss_cls: 1.6024, loss: 1.6024, grad_norm: 5.6979 2021-07-14 03:08:10,105 - mmaction - INFO - Epoch [225][760/1879] lr: 3.806e-03, eta: 14:21:27, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6254, top5_acc: 0.8309, loss_cls: 1.5817, loss: 1.5817, grad_norm: 5.6987 2021-07-14 03:08:26,812 - mmaction - INFO - Epoch [225][780/1879] lr: 3.806e-03, eta: 14:21:09, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8309, loss_cls: 1.6027, loss: 1.6027, grad_norm: 5.6818 2021-07-14 03:08:44,046 - mmaction - INFO - Epoch [225][800/1879] lr: 3.806e-03, eta: 14:20:52, time: 0.858, data_time: 0.001, memory: 6454, top1_acc: 0.6090, top5_acc: 0.8117, loss_cls: 1.6704, loss: 1.6704, grad_norm: 5.7522 2021-07-14 03:09:01,263 - mmaction - INFO - Epoch [225][820/1879] lr: 3.806e-03, eta: 14:20:34, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.6348, top5_acc: 0.8258, loss_cls: 1.5772, loss: 1.5772, grad_norm: 5.6112 2021-07-14 03:09:18,295 - mmaction - INFO - Epoch [225][840/1879] lr: 3.806e-03, eta: 14:20:17, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6289, top5_acc: 0.8273, loss_cls: 1.5659, loss: 1.5659, grad_norm: 5.5662 2021-07-14 03:09:35,284 - mmaction - INFO - Epoch [225][860/1879] lr: 3.806e-03, eta: 14:19:59, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6367, top5_acc: 0.8270, loss_cls: 1.5146, loss: 1.5146, grad_norm: 5.4557 2021-07-14 03:09:52,072 - mmaction - INFO - Epoch [225][880/1879] lr: 3.806e-03, eta: 14:19:42, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6258, top5_acc: 0.8238, loss_cls: 1.5478, loss: 1.5478, grad_norm: 5.5688 2021-07-14 03:10:09,006 - mmaction - INFO - Epoch [225][900/1879] lr: 3.806e-03, eta: 14:19:24, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6195, top5_acc: 0.8184, loss_cls: 1.5962, loss: 1.5962, grad_norm: 5.4870 2021-07-14 03:10:25,667 - mmaction - INFO - Epoch [225][920/1879] lr: 3.806e-03, eta: 14:19:06, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.6441, top5_acc: 0.8383, loss_cls: 1.4921, loss: 1.4921, grad_norm: 5.5892 2021-07-14 03:10:42,775 - mmaction - INFO - Epoch [225][940/1879] lr: 3.806e-03, eta: 14:18:49, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.6434, top5_acc: 0.8227, loss_cls: 1.5614, loss: 1.5614, grad_norm: 5.6424 2021-07-14 03:10:59,400 - mmaction - INFO - Epoch [225][960/1879] lr: 3.806e-03, eta: 14:18:31, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.6305, top5_acc: 0.8254, loss_cls: 1.5533, loss: 1.5533, grad_norm: 5.6941 2021-07-14 03:11:16,590 - mmaction - INFO - Epoch [225][980/1879] lr: 3.806e-03, eta: 14:18:14, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6371, top5_acc: 0.8328, loss_cls: 1.5602, loss: 1.5602, grad_norm: 5.7405 2021-07-14 03:11:33,464 - mmaction - INFO - Epoch [225][1000/1879] lr: 3.806e-03, eta: 14:17:56, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6230, top5_acc: 0.8227, loss_cls: 1.5816, loss: 1.5816, grad_norm: 5.7770 2021-07-14 03:11:50,468 - mmaction - INFO - Epoch [225][1020/1879] lr: 3.806e-03, eta: 14:17:38, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6297, top5_acc: 0.8215, loss_cls: 1.5925, loss: 1.5925, grad_norm: 5.7070 2021-07-14 03:12:07,377 - mmaction - INFO - Epoch [225][1040/1879] lr: 3.806e-03, eta: 14:17:21, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6184, top5_acc: 0.8191, loss_cls: 1.6217, loss: 1.6217, grad_norm: 5.6727 2021-07-14 03:12:24,433 - mmaction - INFO - Epoch [225][1060/1879] lr: 3.806e-03, eta: 14:17:03, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6207, top5_acc: 0.8223, loss_cls: 1.6342, loss: 1.6342, grad_norm: 5.7083 2021-07-14 03:12:41,356 - mmaction - INFO - Epoch [225][1080/1879] lr: 3.806e-03, eta: 14:16:46, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6203, top5_acc: 0.8207, loss_cls: 1.5878, loss: 1.5878, grad_norm: 5.7175 2021-07-14 03:12:58,328 - mmaction - INFO - Epoch [225][1100/1879] lr: 3.806e-03, eta: 14:16:28, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6133, top5_acc: 0.8234, loss_cls: 1.6057, loss: 1.6057, grad_norm: 5.7767 2021-07-14 03:13:14,789 - mmaction - INFO - Epoch [225][1120/1879] lr: 3.806e-03, eta: 14:16:10, time: 0.822, data_time: 0.003, memory: 6454, top1_acc: 0.6230, top5_acc: 0.8234, loss_cls: 1.6258, loss: 1.6258, grad_norm: 5.6303 2021-07-14 03:13:31,859 - mmaction - INFO - Epoch [225][1140/1879] lr: 3.806e-03, eta: 14:15:53, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6184, top5_acc: 0.8238, loss_cls: 1.5882, loss: 1.5882, grad_norm: 5.6912 2021-07-14 03:13:49,013 - mmaction - INFO - Epoch [225][1160/1879] lr: 3.806e-03, eta: 14:15:35, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6324, top5_acc: 0.8301, loss_cls: 1.5668, loss: 1.5668, grad_norm: 5.6571 2021-07-14 03:14:05,992 - mmaction - INFO - Epoch [225][1180/1879] lr: 3.806e-03, eta: 14:15:18, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6453, top5_acc: 0.8418, loss_cls: 1.5183, loss: 1.5183, grad_norm: 5.5349 2021-07-14 03:14:22,976 - mmaction - INFO - Epoch [225][1200/1879] lr: 3.806e-03, eta: 14:15:00, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6297, top5_acc: 0.8230, loss_cls: 1.5750, loss: 1.5750, grad_norm: 5.7488 2021-07-14 03:14:39,790 - mmaction - INFO - Epoch [225][1220/1879] lr: 3.806e-03, eta: 14:14:43, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6285, top5_acc: 0.8207, loss_cls: 1.5932, loss: 1.5932, grad_norm: 5.5926 2021-07-14 03:14:56,832 - mmaction - INFO - Epoch [225][1240/1879] lr: 3.806e-03, eta: 14:14:25, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6375, top5_acc: 0.8180, loss_cls: 1.5759, loss: 1.5759, grad_norm: 5.6063 2021-07-14 03:15:13,627 - mmaction - INFO - Epoch [225][1260/1879] lr: 3.806e-03, eta: 14:14:07, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.6305, top5_acc: 0.8219, loss_cls: 1.5987, loss: 1.5987, grad_norm: 5.6279 2021-07-14 03:15:30,602 - mmaction - INFO - Epoch [225][1280/1879] lr: 3.806e-03, eta: 14:13:50, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6219, top5_acc: 0.8230, loss_cls: 1.5861, loss: 1.5861, grad_norm: 5.5397 2021-07-14 03:15:47,385 - mmaction - INFO - Epoch [225][1300/1879] lr: 3.806e-03, eta: 14:13:32, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.6047, top5_acc: 0.8125, loss_cls: 1.6799, loss: 1.6799, grad_norm: 5.7431 2021-07-14 03:16:04,268 - mmaction - INFO - Epoch [225][1320/1879] lr: 3.806e-03, eta: 14:13:15, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6359, top5_acc: 0.8270, loss_cls: 1.5422, loss: 1.5422, grad_norm: 5.4399 2021-07-14 03:16:21,355 - mmaction - INFO - Epoch [225][1340/1879] lr: 3.806e-03, eta: 14:12:57, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6238, top5_acc: 0.8254, loss_cls: 1.5670, loss: 1.5670, grad_norm: 5.5489 2021-07-14 03:16:38,388 - mmaction - INFO - Epoch [225][1360/1879] lr: 3.806e-03, eta: 14:12:40, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6258, top5_acc: 0.8285, loss_cls: 1.5529, loss: 1.5529, grad_norm: 5.5715 2021-07-14 03:16:55,379 - mmaction - INFO - Epoch [225][1380/1879] lr: 3.806e-03, eta: 14:12:22, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6379, top5_acc: 0.8320, loss_cls: 1.5349, loss: 1.5349, grad_norm: 5.4290 2021-07-14 03:17:12,017 - mmaction - INFO - Epoch [225][1400/1879] lr: 3.806e-03, eta: 14:12:04, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.6410, top5_acc: 0.8250, loss_cls: 1.5439, loss: 1.5439, grad_norm: 5.4621 2021-07-14 03:17:28,530 - mmaction - INFO - Epoch [225][1420/1879] lr: 3.806e-03, eta: 14:11:47, time: 0.825, data_time: 0.001, memory: 6454, top1_acc: 0.6270, top5_acc: 0.8234, loss_cls: 1.5640, loss: 1.5640, grad_norm: 5.5659 2021-07-14 03:17:45,151 - mmaction - INFO - Epoch [225][1440/1879] lr: 3.806e-03, eta: 14:11:29, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.6336, top5_acc: 0.8293, loss_cls: 1.5379, loss: 1.5379, grad_norm: 5.5960 2021-07-14 03:18:01,972 - mmaction - INFO - Epoch [225][1460/1879] lr: 3.806e-03, eta: 14:11:11, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6324, top5_acc: 0.8160, loss_cls: 1.5651, loss: 1.5651, grad_norm: 5.4810 2021-07-14 03:18:19,067 - mmaction - INFO - Epoch [225][1480/1879] lr: 3.806e-03, eta: 14:10:54, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6117, top5_acc: 0.8137, loss_cls: 1.6196, loss: 1.6196, grad_norm: 5.6393 2021-07-14 03:18:36,185 - mmaction - INFO - Epoch [225][1500/1879] lr: 3.806e-03, eta: 14:10:36, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6152, top5_acc: 0.8187, loss_cls: 1.6012, loss: 1.6012, grad_norm: 5.6085 2021-07-14 03:18:53,236 - mmaction - INFO - Epoch [225][1520/1879] lr: 3.806e-03, eta: 14:10:19, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6270, top5_acc: 0.8266, loss_cls: 1.5691, loss: 1.5691, grad_norm: 5.6239 2021-07-14 03:19:09,965 - mmaction - INFO - Epoch [225][1540/1879] lr: 3.806e-03, eta: 14:10:01, time: 0.837, data_time: 0.006, memory: 6454, top1_acc: 0.6535, top5_acc: 0.8344, loss_cls: 1.4936, loss: 1.4936, grad_norm: 5.4719 2021-07-14 03:19:27,160 - mmaction - INFO - Epoch [225][1560/1879] lr: 3.806e-03, eta: 14:09:44, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6344, top5_acc: 0.8207, loss_cls: 1.5837, loss: 1.5837, grad_norm: 5.6041 2021-07-14 03:19:44,228 - mmaction - INFO - Epoch [225][1580/1879] lr: 3.806e-03, eta: 14:09:26, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8258, loss_cls: 1.5797, loss: 1.5797, grad_norm: 5.6626 2021-07-14 03:20:01,449 - mmaction - INFO - Epoch [225][1600/1879] lr: 3.806e-03, eta: 14:09:09, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.6164, top5_acc: 0.8164, loss_cls: 1.6582, loss: 1.6582, grad_norm: 5.7460 2021-07-14 03:20:18,385 - mmaction - INFO - Epoch [225][1620/1879] lr: 3.806e-03, eta: 14:08:51, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6262, top5_acc: 0.8215, loss_cls: 1.5915, loss: 1.5915, grad_norm: 5.6893 2021-07-14 03:20:35,603 - mmaction - INFO - Epoch [225][1640/1879] lr: 3.806e-03, eta: 14:08:34, time: 0.859, data_time: 0.001, memory: 6454, top1_acc: 0.6031, top5_acc: 0.8184, loss_cls: 1.6519, loss: 1.6519, grad_norm: 5.8155 2021-07-14 03:20:52,731 - mmaction - INFO - Epoch [225][1660/1879] lr: 3.806e-03, eta: 14:08:16, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6312, top5_acc: 0.8277, loss_cls: 1.5501, loss: 1.5501, grad_norm: 5.6546 2021-07-14 03:21:09,919 - mmaction - INFO - Epoch [225][1680/1879] lr: 3.806e-03, eta: 14:07:59, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6508, top5_acc: 0.8340, loss_cls: 1.4931, loss: 1.4931, grad_norm: 5.3493 2021-07-14 03:21:27,541 - mmaction - INFO - Epoch [225][1700/1879] lr: 3.806e-03, eta: 14:07:41, time: 0.882, data_time: 0.006, memory: 6454, top1_acc: 0.6512, top5_acc: 0.8379, loss_cls: 1.4689, loss: 1.4689, grad_norm: 5.4495 2021-07-14 03:21:44,061 - mmaction - INFO - Epoch [225][1720/1879] lr: 3.806e-03, eta: 14:07:24, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.6227, top5_acc: 0.8156, loss_cls: 1.6136, loss: 1.6136, grad_norm: 5.6775 2021-07-14 03:22:00,884 - mmaction - INFO - Epoch [225][1740/1879] lr: 3.806e-03, eta: 14:07:06, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.6184, top5_acc: 0.8246, loss_cls: 1.6166, loss: 1.6166, grad_norm: 5.8168 2021-07-14 03:22:17,883 - mmaction - INFO - Epoch [225][1760/1879] lr: 3.806e-03, eta: 14:06:48, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6277, top5_acc: 0.8281, loss_cls: 1.5867, loss: 1.5867, grad_norm: 5.7904 2021-07-14 03:22:34,780 - mmaction - INFO - Epoch [225][1780/1879] lr: 3.806e-03, eta: 14:06:31, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6328, top5_acc: 0.8246, loss_cls: 1.5516, loss: 1.5516, grad_norm: 5.4882 2021-07-14 03:22:51,886 - mmaction - INFO - Epoch [225][1800/1879] lr: 3.806e-03, eta: 14:06:13, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.6195, top5_acc: 0.8000, loss_cls: 1.6247, loss: 1.6247, grad_norm: 5.6135 2021-07-14 03:23:09,071 - mmaction - INFO - Epoch [225][1820/1879] lr: 3.806e-03, eta: 14:05:56, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6402, top5_acc: 0.8211, loss_cls: 1.5757, loss: 1.5757, grad_norm: 5.6010 2021-07-14 03:23:26,135 - mmaction - INFO - Epoch [225][1840/1879] lr: 3.806e-03, eta: 14:05:38, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6316, top5_acc: 0.8187, loss_cls: 1.6074, loss: 1.6074, grad_norm: 5.6293 2021-07-14 03:23:43,267 - mmaction - INFO - Epoch [225][1860/1879] lr: 3.806e-03, eta: 14:05:21, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.6277, top5_acc: 0.8223, loss_cls: 1.5721, loss: 1.5721, grad_norm: 5.7191 2021-07-14 03:26:31,082 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-14 03:26:31,851 - mmaction - INFO - top1_acc 0.6630 top5_acc 0.8660 2021-07-14 03:26:31,852 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-14 03:26:32,028 - mmaction - INFO - mean_acc 0.6629 2021-07-14 03:26:32,907 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_225.pth. 2021-07-14 03:26:32,908 - mmaction - INFO - Best top1_acc is 0.6630 at 225 epoch. 2021-07-14 03:26:32,917 - mmaction - INFO - Epoch(val) [225][155] top1_acc: 0.6630, top5_acc: 0.8660, mean_class_accuracy: 0.6629 2021-07-14 03:27:30,988 - mmaction - INFO - Epoch [226][20/1879] lr: 3.575e-03, eta: 14:04:55, time: 2.902, data_time: 1.868, memory: 6454, top1_acc: 0.6109, top5_acc: 0.8051, loss_cls: 1.6443, loss: 1.6443, grad_norm: 5.7133 2021-07-14 03:27:47,660 - mmaction - INFO - Epoch [226][40/1879] lr: 3.575e-03, eta: 14:04:38, time: 0.835, data_time: 0.008, memory: 6454, top1_acc: 0.6379, top5_acc: 0.8359, loss_cls: 1.5408, loss: 1.5408, grad_norm: 5.5146 2021-07-14 03:28:04,230 - mmaction - INFO - Epoch [226][60/1879] lr: 3.575e-03, eta: 14:04:20, time: 0.825, data_time: 0.004, memory: 6454, top1_acc: 0.6500, top5_acc: 0.8305, loss_cls: 1.5141, loss: 1.5141, grad_norm: 5.4573 2021-07-14 03:28:21,063 - mmaction - INFO - Epoch [226][80/1879] lr: 3.575e-03, eta: 14:04:02, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.6445, top5_acc: 0.8355, loss_cls: 1.5033, loss: 1.5033, grad_norm: 5.4603 2021-07-14 03:28:38,230 - mmaction - INFO - Epoch [226][100/1879] lr: 3.575e-03, eta: 14:03:45, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.6309, top5_acc: 0.8305, loss_cls: 1.5611, loss: 1.5611, grad_norm: 5.6592 2021-07-14 03:28:55,222 - mmaction - INFO - Epoch [226][120/1879] lr: 3.575e-03, eta: 14:03:27, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8234, loss_cls: 1.5397, loss: 1.5397, grad_norm: 5.5779 2021-07-14 03:29:12,068 - mmaction - INFO - Epoch [226][140/1879] lr: 3.575e-03, eta: 14:03:10, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6254, top5_acc: 0.8203, loss_cls: 1.5946, loss: 1.5946, grad_norm: 5.5403 2021-07-14 03:29:29,087 - mmaction - INFO - Epoch [226][160/1879] lr: 3.575e-03, eta: 14:02:52, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6410, top5_acc: 0.8391, loss_cls: 1.4790, loss: 1.4790, grad_norm: 5.6483 2021-07-14 03:29:46,235 - mmaction - INFO - Epoch [226][180/1879] lr: 3.575e-03, eta: 14:02:34, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.6375, top5_acc: 0.8359, loss_cls: 1.5222, loss: 1.5222, grad_norm: 5.5747 2021-07-14 03:30:03,207 - mmaction - INFO - Epoch [226][200/1879] lr: 3.575e-03, eta: 14:02:17, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6465, top5_acc: 0.8352, loss_cls: 1.4875, loss: 1.4875, grad_norm: 5.5148 2021-07-14 03:30:19,715 - mmaction - INFO - Epoch [226][220/1879] lr: 3.575e-03, eta: 14:01:59, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.6352, top5_acc: 0.8266, loss_cls: 1.5671, loss: 1.5671, grad_norm: 5.6636 2021-07-14 03:30:36,413 - mmaction - INFO - Epoch [226][240/1879] lr: 3.575e-03, eta: 14:01:42, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.6266, top5_acc: 0.8184, loss_cls: 1.5574, loss: 1.5574, grad_norm: 5.6889 2021-07-14 03:30:53,336 - mmaction - INFO - Epoch [226][260/1879] lr: 3.575e-03, eta: 14:01:24, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6484, top5_acc: 0.8383, loss_cls: 1.4896, loss: 1.4896, grad_norm: 5.6414 2021-07-14 03:31:10,005 - mmaction - INFO - Epoch [226][280/1879] lr: 3.575e-03, eta: 14:01:06, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8254, loss_cls: 1.5520, loss: 1.5520, grad_norm: 5.6497 2021-07-14 03:31:26,639 - mmaction - INFO - Epoch [226][300/1879] lr: 3.575e-03, eta: 14:00:49, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.6203, top5_acc: 0.8258, loss_cls: 1.5773, loss: 1.5773, grad_norm: 5.7448 2021-07-14 03:31:43,877 - mmaction - INFO - Epoch [226][320/1879] lr: 3.575e-03, eta: 14:00:31, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.6328, top5_acc: 0.8348, loss_cls: 1.5412, loss: 1.5412, grad_norm: 5.7052 2021-07-14 03:32:00,852 - mmaction - INFO - Epoch [226][340/1879] lr: 3.575e-03, eta: 14:00:14, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6367, top5_acc: 0.8316, loss_cls: 1.5131, loss: 1.5131, grad_norm: 5.6143 2021-07-14 03:32:17,588 - mmaction - INFO - Epoch [226][360/1879] lr: 3.575e-03, eta: 13:59:56, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.6398, top5_acc: 0.8254, loss_cls: 1.5577, loss: 1.5577, grad_norm: 5.6255 2021-07-14 03:32:34,647 - mmaction - INFO - Epoch [226][380/1879] lr: 3.575e-03, eta: 13:59:38, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6418, top5_acc: 0.8316, loss_cls: 1.5136, loss: 1.5136, grad_norm: 5.5534 2021-07-14 03:32:51,259 - mmaction - INFO - Epoch [226][400/1879] lr: 3.575e-03, eta: 13:59:21, time: 0.833, data_time: 0.006, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8402, loss_cls: 1.4645, loss: 1.4645, grad_norm: 5.4838 2021-07-14 03:33:08,330 - mmaction - INFO - Epoch [226][420/1879] lr: 3.575e-03, eta: 13:59:03, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.6484, top5_acc: 0.8238, loss_cls: 1.5454, loss: 1.5454, grad_norm: 5.5224 2021-07-14 03:33:25,350 - mmaction - INFO - Epoch [226][440/1879] lr: 3.575e-03, eta: 13:58:46, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8309, loss_cls: 1.5241, loss: 1.5241, grad_norm: 5.5555 2021-07-14 03:33:42,174 - mmaction - INFO - Epoch [226][460/1879] lr: 3.575e-03, eta: 13:58:28, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6371, top5_acc: 0.8336, loss_cls: 1.5148, loss: 1.5148, grad_norm: 5.6710 2021-07-14 03:33:59,233 - mmaction - INFO - Epoch [226][480/1879] lr: 3.575e-03, eta: 13:58:10, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.6371, top5_acc: 0.8180, loss_cls: 1.5602, loss: 1.5602, grad_norm: 5.5805 2021-07-14 03:34:15,858 - mmaction - INFO - Epoch [226][500/1879] lr: 3.575e-03, eta: 13:57:53, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.6340, top5_acc: 0.8289, loss_cls: 1.5471, loss: 1.5471, grad_norm: 5.6950 2021-07-14 03:34:32,993 - mmaction - INFO - Epoch [226][520/1879] lr: 3.575e-03, eta: 13:57:35, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.6328, top5_acc: 0.8242, loss_cls: 1.5768, loss: 1.5768, grad_norm: 5.6625 2021-07-14 03:34:50,458 - mmaction - INFO - Epoch [226][540/1879] lr: 3.575e-03, eta: 13:57:18, time: 0.872, data_time: 0.003, memory: 6454, top1_acc: 0.6312, top5_acc: 0.8211, loss_cls: 1.5974, loss: 1.5974, grad_norm: 5.8131 2021-07-14 03:35:07,920 - mmaction - INFO - Epoch [226][560/1879] lr: 3.575e-03, eta: 13:57:00, time: 0.872, data_time: 0.003, memory: 6454, top1_acc: 0.6332, top5_acc: 0.8332, loss_cls: 1.5730, loss: 1.5730, grad_norm: 5.6897 2021-07-14 03:35:25,486 - mmaction - INFO - Epoch [226][580/1879] lr: 3.575e-03, eta: 13:56:43, time: 0.880, data_time: 0.003, memory: 6454, top1_acc: 0.6367, top5_acc: 0.8230, loss_cls: 1.5586, loss: 1.5586, grad_norm: 5.6943 2021-07-14 03:35:42,881 - mmaction - INFO - Epoch [226][600/1879] lr: 3.575e-03, eta: 13:56:26, time: 0.869, data_time: 0.001, memory: 6454, top1_acc: 0.6527, top5_acc: 0.8379, loss_cls: 1.4854, loss: 1.4854, grad_norm: 5.4160 2021-07-14 03:35:59,659 - mmaction - INFO - Epoch [226][620/1879] lr: 3.575e-03, eta: 13:56:08, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.6461, top5_acc: 0.8320, loss_cls: 1.5159, loss: 1.5159, grad_norm: 5.5287 2021-07-14 03:36:16,386 - mmaction - INFO - Epoch [226][640/1879] lr: 3.575e-03, eta: 13:55:50, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.6402, top5_acc: 0.8383, loss_cls: 1.5133, loss: 1.5133, grad_norm: 5.7260 2021-07-14 03:36:33,469 - mmaction - INFO - Epoch [226][660/1879] lr: 3.575e-03, eta: 13:55:33, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6285, top5_acc: 0.8121, loss_cls: 1.6358, loss: 1.6358, grad_norm: 5.6979 2021-07-14 03:36:50,400 - mmaction - INFO - Epoch [226][680/1879] lr: 3.575e-03, eta: 13:55:15, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6406, top5_acc: 0.8254, loss_cls: 1.5589, loss: 1.5589, grad_norm: 5.6273 2021-07-14 03:37:07,248 - mmaction - INFO - Epoch [226][700/1879] lr: 3.575e-03, eta: 13:54:58, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6312, top5_acc: 0.8207, loss_cls: 1.5906, loss: 1.5906, grad_norm: 5.6754 2021-07-14 03:37:24,252 - mmaction - INFO - Epoch [226][720/1879] lr: 3.575e-03, eta: 13:54:40, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6285, top5_acc: 0.8250, loss_cls: 1.5984, loss: 1.5984, grad_norm: 5.6868 2021-07-14 03:37:41,420 - mmaction - INFO - Epoch [226][740/1879] lr: 3.575e-03, eta: 13:54:23, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6293, top5_acc: 0.8145, loss_cls: 1.6223, loss: 1.6223, grad_norm: 5.6685 2021-07-14 03:37:58,251 - mmaction - INFO - Epoch [226][760/1879] lr: 3.575e-03, eta: 13:54:05, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8379, loss_cls: 1.5077, loss: 1.5077, grad_norm: 5.5702 2021-07-14 03:38:15,196 - mmaction - INFO - Epoch [226][780/1879] lr: 3.575e-03, eta: 13:53:48, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6230, top5_acc: 0.8195, loss_cls: 1.5951, loss: 1.5951, grad_norm: 5.7203 2021-07-14 03:38:32,179 - mmaction - INFO - Epoch [226][800/1879] lr: 3.575e-03, eta: 13:53:30, time: 0.847, data_time: 0.000, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8371, loss_cls: 1.5210, loss: 1.5210, grad_norm: 5.7400 2021-07-14 03:38:49,116 - mmaction - INFO - Epoch [226][820/1879] lr: 3.575e-03, eta: 13:53:12, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.6305, top5_acc: 0.8250, loss_cls: 1.5718, loss: 1.5718, grad_norm: 5.6897 2021-07-14 03:39:05,927 - mmaction - INFO - Epoch [226][840/1879] lr: 3.575e-03, eta: 13:52:55, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6418, top5_acc: 0.8297, loss_cls: 1.5431, loss: 1.5431, grad_norm: 5.6695 2021-07-14 03:39:23,129 - mmaction - INFO - Epoch [226][860/1879] lr: 3.575e-03, eta: 13:52:37, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.6402, top5_acc: 0.8227, loss_cls: 1.5821, loss: 1.5821, grad_norm: 5.5922 2021-07-14 03:39:40,082 - mmaction - INFO - Epoch [226][880/1879] lr: 3.575e-03, eta: 13:52:20, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6254, top5_acc: 0.8227, loss_cls: 1.5929, loss: 1.5929, grad_norm: 5.6550 2021-07-14 03:39:57,059 - mmaction - INFO - Epoch [226][900/1879] lr: 3.575e-03, eta: 13:52:02, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6301, top5_acc: 0.8195, loss_cls: 1.5842, loss: 1.5842, grad_norm: 5.7387 2021-07-14 03:40:14,243 - mmaction - INFO - Epoch [226][920/1879] lr: 3.575e-03, eta: 13:51:45, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.6344, top5_acc: 0.8266, loss_cls: 1.5405, loss: 1.5405, grad_norm: 5.5361 2021-07-14 03:40:31,265 - mmaction - INFO - Epoch [226][940/1879] lr: 3.575e-03, eta: 13:51:27, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6352, top5_acc: 0.8277, loss_cls: 1.5573, loss: 1.5573, grad_norm: 5.6234 2021-07-14 03:40:48,397 - mmaction - INFO - Epoch [226][960/1879] lr: 3.575e-03, eta: 13:51:10, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.6277, top5_acc: 0.8309, loss_cls: 1.5514, loss: 1.5514, grad_norm: 5.5414 2021-07-14 03:41:05,437 - mmaction - INFO - Epoch [226][980/1879] lr: 3.575e-03, eta: 13:50:52, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6293, top5_acc: 0.8219, loss_cls: 1.5704, loss: 1.5704, grad_norm: 5.5808 2021-07-14 03:41:22,438 - mmaction - INFO - Epoch [226][1000/1879] lr: 3.575e-03, eta: 13:50:35, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6453, top5_acc: 0.8320, loss_cls: 1.5260, loss: 1.5260, grad_norm: 5.6572 2021-07-14 03:41:39,532 - mmaction - INFO - Epoch [226][1020/1879] lr: 3.575e-03, eta: 13:50:17, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6301, top5_acc: 0.8355, loss_cls: 1.5721, loss: 1.5721, grad_norm: 5.7177 2021-07-14 03:41:56,322 - mmaction - INFO - Epoch [226][1040/1879] lr: 3.575e-03, eta: 13:49:59, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.6164, top5_acc: 0.8207, loss_cls: 1.6068, loss: 1.6068, grad_norm: 5.7251 2021-07-14 03:42:13,068 - mmaction - INFO - Epoch [226][1060/1879] lr: 3.575e-03, eta: 13:49:42, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.6441, top5_acc: 0.8277, loss_cls: 1.5140, loss: 1.5140, grad_norm: 5.5722 2021-07-14 03:42:29,809 - mmaction - INFO - Epoch [226][1080/1879] lr: 3.575e-03, eta: 13:49:24, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.6125, top5_acc: 0.8102, loss_cls: 1.6613, loss: 1.6613, grad_norm: 5.6237 2021-07-14 03:42:46,839 - mmaction - INFO - Epoch [226][1100/1879] lr: 3.575e-03, eta: 13:49:07, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6402, top5_acc: 0.8238, loss_cls: 1.5518, loss: 1.5518, grad_norm: 5.6183 2021-07-14 03:43:03,587 - mmaction - INFO - Epoch [226][1120/1879] lr: 3.575e-03, eta: 13:48:49, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.6160, top5_acc: 0.8184, loss_cls: 1.6230, loss: 1.6230, grad_norm: 5.7764 2021-07-14 03:43:20,562 - mmaction - INFO - Epoch [226][1140/1879] lr: 3.575e-03, eta: 13:48:31, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6254, top5_acc: 0.8145, loss_cls: 1.6226, loss: 1.6226, grad_norm: 5.7097 2021-07-14 03:43:37,530 - mmaction - INFO - Epoch [226][1160/1879] lr: 3.575e-03, eta: 13:48:14, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.5285, loss: 1.5285, grad_norm: 5.6653 2021-07-14 03:43:54,346 - mmaction - INFO - Epoch [226][1180/1879] lr: 3.575e-03, eta: 13:47:56, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6336, top5_acc: 0.8215, loss_cls: 1.5611, loss: 1.5611, grad_norm: 5.6520 2021-07-14 03:44:11,104 - mmaction - INFO - Epoch [226][1200/1879] lr: 3.575e-03, eta: 13:47:39, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6285, top5_acc: 0.8258, loss_cls: 1.5899, loss: 1.5899, grad_norm: 5.8916 2021-07-14 03:44:27,912 - mmaction - INFO - Epoch [226][1220/1879] lr: 3.575e-03, eta: 13:47:21, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.6309, top5_acc: 0.8262, loss_cls: 1.5810, loss: 1.5810, grad_norm: 5.7531 2021-07-14 03:44:44,736 - mmaction - INFO - Epoch [226][1240/1879] lr: 3.575e-03, eta: 13:47:03, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6430, top5_acc: 0.8289, loss_cls: 1.5225, loss: 1.5225, grad_norm: 5.5379 2021-07-14 03:45:01,720 - mmaction - INFO - Epoch [226][1260/1879] lr: 3.575e-03, eta: 13:46:46, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6383, top5_acc: 0.8293, loss_cls: 1.5439, loss: 1.5439, grad_norm: 5.5478 2021-07-14 03:45:18,688 - mmaction - INFO - Epoch [226][1280/1879] lr: 3.575e-03, eta: 13:46:28, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6285, top5_acc: 0.8273, loss_cls: 1.5662, loss: 1.5662, grad_norm: 5.5737 2021-07-14 03:45:35,801 - mmaction - INFO - Epoch [226][1300/1879] lr: 3.575e-03, eta: 13:46:11, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.6410, top5_acc: 0.8297, loss_cls: 1.5172, loss: 1.5172, grad_norm: 5.4794 2021-07-14 03:45:52,511 - mmaction - INFO - Epoch [226][1320/1879] lr: 3.575e-03, eta: 13:45:53, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.6176, top5_acc: 0.8184, loss_cls: 1.6235, loss: 1.6235, grad_norm: 5.7822 2021-07-14 03:46:09,455 - mmaction - INFO - Epoch [226][1340/1879] lr: 3.575e-03, eta: 13:45:36, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6305, top5_acc: 0.8242, loss_cls: 1.5734, loss: 1.5734, grad_norm: 5.6311 2021-07-14 03:46:26,490 - mmaction - INFO - Epoch [226][1360/1879] lr: 3.575e-03, eta: 13:45:18, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6309, top5_acc: 0.8320, loss_cls: 1.5515, loss: 1.5515, grad_norm: 5.6657 2021-07-14 03:46:43,382 - mmaction - INFO - Epoch [226][1380/1879] lr: 3.575e-03, eta: 13:45:00, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8375, loss_cls: 1.5081, loss: 1.5081, grad_norm: 5.6434 2021-07-14 03:47:00,420 - mmaction - INFO - Epoch [226][1400/1879] lr: 3.575e-03, eta: 13:44:43, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6191, top5_acc: 0.8113, loss_cls: 1.6278, loss: 1.6278, grad_norm: 5.8421 2021-07-14 03:47:17,277 - mmaction - INFO - Epoch [226][1420/1879] lr: 3.575e-03, eta: 13:44:25, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6285, top5_acc: 0.8219, loss_cls: 1.5974, loss: 1.5974, grad_norm: 5.6724 2021-07-14 03:47:34,100 - mmaction - INFO - Epoch [226][1440/1879] lr: 3.575e-03, eta: 13:44:08, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6266, top5_acc: 0.8258, loss_cls: 1.5762, loss: 1.5762, grad_norm: 5.6658 2021-07-14 03:47:50,969 - mmaction - INFO - Epoch [226][1460/1879] lr: 3.575e-03, eta: 13:43:50, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6305, top5_acc: 0.8289, loss_cls: 1.5612, loss: 1.5612, grad_norm: 5.7925 2021-07-14 03:48:07,996 - mmaction - INFO - Epoch [226][1480/1879] lr: 3.575e-03, eta: 13:43:33, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6340, top5_acc: 0.8313, loss_cls: 1.5543, loss: 1.5543, grad_norm: 5.7650 2021-07-14 03:48:25,087 - mmaction - INFO - Epoch [226][1500/1879] lr: 3.575e-03, eta: 13:43:15, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8187, loss_cls: 1.5828, loss: 1.5828, grad_norm: 5.6857 2021-07-14 03:48:42,244 - mmaction - INFO - Epoch [226][1520/1879] lr: 3.575e-03, eta: 13:42:58, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6348, top5_acc: 0.8301, loss_cls: 1.5597, loss: 1.5597, grad_norm: 5.4997 2021-07-14 03:48:59,022 - mmaction - INFO - Epoch [226][1540/1879] lr: 3.575e-03, eta: 13:42:40, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6551, top5_acc: 0.8445, loss_cls: 1.4721, loss: 1.4721, grad_norm: 5.5856 2021-07-14 03:49:15,967 - mmaction - INFO - Epoch [226][1560/1879] lr: 3.575e-03, eta: 13:42:22, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6254, top5_acc: 0.8398, loss_cls: 1.5525, loss: 1.5525, grad_norm: 5.7417 2021-07-14 03:49:33,102 - mmaction - INFO - Epoch [226][1580/1879] lr: 3.575e-03, eta: 13:42:05, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6434, top5_acc: 0.8313, loss_cls: 1.5478, loss: 1.5478, grad_norm: 5.6901 2021-07-14 03:49:50,022 - mmaction - INFO - Epoch [226][1600/1879] lr: 3.575e-03, eta: 13:41:47, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.6246, top5_acc: 0.8184, loss_cls: 1.5629, loss: 1.5629, grad_norm: 5.6688 2021-07-14 03:50:07,051 - mmaction - INFO - Epoch [226][1620/1879] lr: 3.575e-03, eta: 13:41:30, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6160, top5_acc: 0.8258, loss_cls: 1.5718, loss: 1.5718, grad_norm: 5.6732 2021-07-14 03:50:23,847 - mmaction - INFO - Epoch [226][1640/1879] lr: 3.575e-03, eta: 13:41:12, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.6371, top5_acc: 0.8176, loss_cls: 1.6001, loss: 1.6001, grad_norm: 5.7906 2021-07-14 03:50:40,413 - mmaction - INFO - Epoch [226][1660/1879] lr: 3.575e-03, eta: 13:40:54, time: 0.828, data_time: 0.005, memory: 6454, top1_acc: 0.6289, top5_acc: 0.8254, loss_cls: 1.5601, loss: 1.5601, grad_norm: 5.6439 2021-07-14 03:50:57,012 - mmaction - INFO - Epoch [226][1680/1879] lr: 3.575e-03, eta: 13:40:37, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.6227, top5_acc: 0.8211, loss_cls: 1.6027, loss: 1.6027, grad_norm: 5.5885 2021-07-14 03:51:13,795 - mmaction - INFO - Epoch [226][1700/1879] lr: 3.575e-03, eta: 13:40:19, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.6332, top5_acc: 0.8332, loss_cls: 1.5285, loss: 1.5285, grad_norm: 5.6610 2021-07-14 03:51:30,822 - mmaction - INFO - Epoch [226][1720/1879] lr: 3.575e-03, eta: 13:40:02, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6191, top5_acc: 0.8270, loss_cls: 1.5642, loss: 1.5642, grad_norm: 5.5987 2021-07-14 03:51:47,464 - mmaction - INFO - Epoch [226][1740/1879] lr: 3.575e-03, eta: 13:39:44, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.6129, top5_acc: 0.8289, loss_cls: 1.6025, loss: 1.6025, grad_norm: 5.6487 2021-07-14 03:52:04,369 - mmaction - INFO - Epoch [226][1760/1879] lr: 3.575e-03, eta: 13:39:26, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6316, top5_acc: 0.8289, loss_cls: 1.5546, loss: 1.5546, grad_norm: 5.5624 2021-07-14 03:52:21,348 - mmaction - INFO - Epoch [226][1780/1879] lr: 3.575e-03, eta: 13:39:09, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8293, loss_cls: 1.5023, loss: 1.5023, grad_norm: 5.5102 2021-07-14 03:52:38,052 - mmaction - INFO - Epoch [226][1800/1879] lr: 3.575e-03, eta: 13:38:51, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.6434, top5_acc: 0.8270, loss_cls: 1.5631, loss: 1.5631, grad_norm: 5.5151 2021-07-14 03:52:55,294 - mmaction - INFO - Epoch [226][1820/1879] lr: 3.575e-03, eta: 13:38:34, time: 0.858, data_time: 0.001, memory: 6454, top1_acc: 0.6465, top5_acc: 0.8398, loss_cls: 1.4937, loss: 1.4937, grad_norm: 5.5704 2021-07-14 03:53:12,137 - mmaction - INFO - Epoch [226][1840/1879] lr: 3.575e-03, eta: 13:38:16, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6285, top5_acc: 0.8176, loss_cls: 1.5694, loss: 1.5694, grad_norm: 5.6987 2021-07-14 03:53:28,817 - mmaction - INFO - Epoch [226][1860/1879] lr: 3.575e-03, eta: 13:37:58, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.6359, top5_acc: 0.8250, loss_cls: 1.5306, loss: 1.5306, grad_norm: 5.5935 2021-07-14 03:54:56,916 - mmaction - INFO - Epoch [227][20/1879] lr: 3.350e-03, eta: 13:37:36, time: 3.462, data_time: 2.610, memory: 6454, top1_acc: 0.6332, top5_acc: 0.8297, loss_cls: 1.5378, loss: 1.5378, grad_norm: 5.6413 2021-07-14 03:55:13,959 - mmaction - INFO - Epoch [227][40/1879] lr: 3.350e-03, eta: 13:37:19, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.6461, top5_acc: 0.8426, loss_cls: 1.4592, loss: 1.4592, grad_norm: 5.5789 2021-07-14 03:55:30,552 - mmaction - INFO - Epoch [227][60/1879] lr: 3.350e-03, eta: 13:37:01, time: 0.827, data_time: 0.001, memory: 6454, top1_acc: 0.6469, top5_acc: 0.8313, loss_cls: 1.5233, loss: 1.5233, grad_norm: 5.6540 2021-07-14 03:55:47,590 - mmaction - INFO - Epoch [227][80/1879] lr: 3.350e-03, eta: 13:36:44, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6289, top5_acc: 0.8246, loss_cls: 1.5436, loss: 1.5436, grad_norm: 5.7070 2021-07-14 03:56:04,715 - mmaction - INFO - Epoch [227][100/1879] lr: 3.350e-03, eta: 13:36:26, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.6352, top5_acc: 0.8313, loss_cls: 1.5595, loss: 1.5595, grad_norm: 5.7544 2021-07-14 03:56:21,632 - mmaction - INFO - Epoch [227][120/1879] lr: 3.350e-03, eta: 13:36:08, time: 0.848, data_time: 0.007, memory: 6454, top1_acc: 0.6555, top5_acc: 0.8316, loss_cls: 1.4852, loss: 1.4852, grad_norm: 5.6292 2021-07-14 03:56:38,654 - mmaction - INFO - Epoch [227][140/1879] lr: 3.350e-03, eta: 13:35:51, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6336, top5_acc: 0.8309, loss_cls: 1.5244, loss: 1.5244, grad_norm: 5.6902 2021-07-14 03:56:55,711 - mmaction - INFO - Epoch [227][160/1879] lr: 3.350e-03, eta: 13:35:33, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6262, top5_acc: 0.8227, loss_cls: 1.5707, loss: 1.5707, grad_norm: 5.7711 2021-07-14 03:57:12,821 - mmaction - INFO - Epoch [227][180/1879] lr: 3.350e-03, eta: 13:35:16, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6348, top5_acc: 0.8172, loss_cls: 1.5794, loss: 1.5794, grad_norm: 5.8315 2021-07-14 03:57:29,746 - mmaction - INFO - Epoch [227][200/1879] lr: 3.350e-03, eta: 13:34:58, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8414, loss_cls: 1.4760, loss: 1.4760, grad_norm: 5.6458 2021-07-14 03:57:46,536 - mmaction - INFO - Epoch [227][220/1879] lr: 3.350e-03, eta: 13:34:41, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6180, top5_acc: 0.8113, loss_cls: 1.6551, loss: 1.6551, grad_norm: 5.9430 2021-07-14 03:58:03,712 - mmaction - INFO - Epoch [227][240/1879] lr: 3.350e-03, eta: 13:34:23, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.6297, top5_acc: 0.8211, loss_cls: 1.5636, loss: 1.5636, grad_norm: 5.7952 2021-07-14 03:58:20,233 - mmaction - INFO - Epoch [227][260/1879] lr: 3.350e-03, eta: 13:34:06, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.6426, top5_acc: 0.8402, loss_cls: 1.4806, loss: 1.4806, grad_norm: 5.6359 2021-07-14 03:58:37,071 - mmaction - INFO - Epoch [227][280/1879] lr: 3.350e-03, eta: 13:33:48, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.6367, top5_acc: 0.8258, loss_cls: 1.5606, loss: 1.5606, grad_norm: 5.8166 2021-07-14 03:58:54,211 - mmaction - INFO - Epoch [227][300/1879] lr: 3.350e-03, eta: 13:33:30, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.6551, top5_acc: 0.8367, loss_cls: 1.4871, loss: 1.4871, grad_norm: 5.8468 2021-07-14 03:59:11,291 - mmaction - INFO - Epoch [227][320/1879] lr: 3.350e-03, eta: 13:33:13, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6285, top5_acc: 0.8254, loss_cls: 1.5658, loss: 1.5658, grad_norm: 5.8323 2021-07-14 03:59:28,361 - mmaction - INFO - Epoch [227][340/1879] lr: 3.350e-03, eta: 13:32:55, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.6367, top5_acc: 0.8289, loss_cls: 1.5239, loss: 1.5239, grad_norm: 5.6698 2021-07-14 03:59:45,254 - mmaction - INFO - Epoch [227][360/1879] lr: 3.350e-03, eta: 13:32:38, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6500, top5_acc: 0.8344, loss_cls: 1.4872, loss: 1.4872, grad_norm: 5.5829 2021-07-14 04:00:01,781 - mmaction - INFO - Epoch [227][380/1879] lr: 3.350e-03, eta: 13:32:20, time: 0.826, data_time: 0.004, memory: 6454, top1_acc: 0.6258, top5_acc: 0.8363, loss_cls: 1.5325, loss: 1.5325, grad_norm: 5.6949 2021-07-14 04:00:18,816 - mmaction - INFO - Epoch [227][400/1879] lr: 3.350e-03, eta: 13:32:03, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8328, loss_cls: 1.5420, loss: 1.5420, grad_norm: 5.6356 2021-07-14 04:00:35,859 - mmaction - INFO - Epoch [227][420/1879] lr: 3.350e-03, eta: 13:31:45, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6570, top5_acc: 0.8352, loss_cls: 1.4675, loss: 1.4675, grad_norm: 5.5969 2021-07-14 04:00:52,847 - mmaction - INFO - Epoch [227][440/1879] lr: 3.350e-03, eta: 13:31:27, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8309, loss_cls: 1.5473, loss: 1.5473, grad_norm: 5.6987 2021-07-14 04:01:09,876 - mmaction - INFO - Epoch [227][460/1879] lr: 3.350e-03, eta: 13:31:10, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6379, top5_acc: 0.8453, loss_cls: 1.5194, loss: 1.5194, grad_norm: 5.8131 2021-07-14 04:01:26,938 - mmaction - INFO - Epoch [227][480/1879] lr: 3.350e-03, eta: 13:30:52, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6594, top5_acc: 0.8309, loss_cls: 1.4878, loss: 1.4878, grad_norm: 5.4718 2021-07-14 04:01:44,002 - mmaction - INFO - Epoch [227][500/1879] lr: 3.350e-03, eta: 13:30:35, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6438, top5_acc: 0.8297, loss_cls: 1.5270, loss: 1.5270, grad_norm: 5.7532 2021-07-14 04:02:01,246 - mmaction - INFO - Epoch [227][520/1879] lr: 3.350e-03, eta: 13:30:17, time: 0.859, data_time: 0.001, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8277, loss_cls: 1.5168, loss: 1.5168, grad_norm: 5.7650 2021-07-14 04:02:18,215 - mmaction - INFO - Epoch [227][540/1879] lr: 3.350e-03, eta: 13:30:00, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6367, top5_acc: 0.8242, loss_cls: 1.5505, loss: 1.5505, grad_norm: 5.7638 2021-07-14 04:02:35,285 - mmaction - INFO - Epoch [227][560/1879] lr: 3.350e-03, eta: 13:29:42, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6367, top5_acc: 0.8297, loss_cls: 1.5136, loss: 1.5136, grad_norm: 5.6323 2021-07-14 04:02:52,151 - mmaction - INFO - Epoch [227][580/1879] lr: 3.350e-03, eta: 13:29:25, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6305, top5_acc: 0.8258, loss_cls: 1.5456, loss: 1.5456, grad_norm: 5.7162 2021-07-14 04:03:08,832 - mmaction - INFO - Epoch [227][600/1879] lr: 3.350e-03, eta: 13:29:07, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.6258, top5_acc: 0.8199, loss_cls: 1.6004, loss: 1.6004, grad_norm: 5.8247 2021-07-14 04:03:25,971 - mmaction - INFO - Epoch [227][620/1879] lr: 3.350e-03, eta: 13:28:50, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.6383, top5_acc: 0.8301, loss_cls: 1.5275, loss: 1.5275, grad_norm: 5.6961 2021-07-14 04:03:42,956 - mmaction - INFO - Epoch [227][640/1879] lr: 3.350e-03, eta: 13:28:32, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6410, top5_acc: 0.8254, loss_cls: 1.5468, loss: 1.5468, grad_norm: 5.7090 2021-07-14 04:03:59,770 - mmaction - INFO - Epoch [227][660/1879] lr: 3.350e-03, eta: 13:28:14, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.6305, top5_acc: 0.8293, loss_cls: 1.5527, loss: 1.5527, grad_norm: 5.6963 2021-07-14 04:04:16,614 - mmaction - INFO - Epoch [227][680/1879] lr: 3.350e-03, eta: 13:27:57, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.6336, top5_acc: 0.8309, loss_cls: 1.5548, loss: 1.5548, grad_norm: 5.6725 2021-07-14 04:04:33,334 - mmaction - INFO - Epoch [227][700/1879] lr: 3.350e-03, eta: 13:27:39, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.6203, top5_acc: 0.8344, loss_cls: 1.5646, loss: 1.5646, grad_norm: 5.8249 2021-07-14 04:04:50,336 - mmaction - INFO - Epoch [227][720/1879] lr: 3.350e-03, eta: 13:27:22, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6375, top5_acc: 0.8402, loss_cls: 1.5175, loss: 1.5175, grad_norm: 5.7457 2021-07-14 04:05:07,410 - mmaction - INFO - Epoch [227][740/1879] lr: 3.350e-03, eta: 13:27:04, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6461, top5_acc: 0.8316, loss_cls: 1.5117, loss: 1.5117, grad_norm: 5.6697 2021-07-14 04:05:24,371 - mmaction - INFO - Epoch [227][760/1879] lr: 3.350e-03, eta: 13:26:47, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6398, top5_acc: 0.8309, loss_cls: 1.5180, loss: 1.5180, grad_norm: 5.6361 2021-07-14 04:05:41,375 - mmaction - INFO - Epoch [227][780/1879] lr: 3.350e-03, eta: 13:26:29, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6391, top5_acc: 0.8270, loss_cls: 1.5479, loss: 1.5479, grad_norm: 5.7253 2021-07-14 04:05:58,288 - mmaction - INFO - Epoch [227][800/1879] lr: 3.350e-03, eta: 13:26:11, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6520, top5_acc: 0.8336, loss_cls: 1.5004, loss: 1.5004, grad_norm: 5.5489 2021-07-14 04:06:15,143 - mmaction - INFO - Epoch [227][820/1879] lr: 3.350e-03, eta: 13:25:54, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6262, top5_acc: 0.8195, loss_cls: 1.5616, loss: 1.5616, grad_norm: 5.6549 2021-07-14 04:06:32,184 - mmaction - INFO - Epoch [227][840/1879] lr: 3.350e-03, eta: 13:25:36, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.6262, top5_acc: 0.8227, loss_cls: 1.5878, loss: 1.5878, grad_norm: 5.7831 2021-07-14 04:06:49,057 - mmaction - INFO - Epoch [227][860/1879] lr: 3.350e-03, eta: 13:25:19, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.6355, top5_acc: 0.8398, loss_cls: 1.5029, loss: 1.5029, grad_norm: 5.7811 2021-07-14 04:07:05,986 - mmaction - INFO - Epoch [227][880/1879] lr: 3.350e-03, eta: 13:25:01, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6316, top5_acc: 0.8223, loss_cls: 1.5749, loss: 1.5749, grad_norm: 5.7549 2021-07-14 04:07:23,374 - mmaction - INFO - Epoch [227][900/1879] lr: 3.350e-03, eta: 13:24:44, time: 0.870, data_time: 0.005, memory: 6454, top1_acc: 0.6098, top5_acc: 0.8277, loss_cls: 1.5925, loss: 1.5925, grad_norm: 5.8385 2021-07-14 04:07:40,303 - mmaction - INFO - Epoch [227][920/1879] lr: 3.350e-03, eta: 13:24:26, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6133, top5_acc: 0.8082, loss_cls: 1.6237, loss: 1.6237, grad_norm: 5.8760 2021-07-14 04:07:57,204 - mmaction - INFO - Epoch [227][940/1879] lr: 3.350e-03, eta: 13:24:09, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.6207, top5_acc: 0.8199, loss_cls: 1.5788, loss: 1.5788, grad_norm: 5.7680 2021-07-14 04:08:14,051 - mmaction - INFO - Epoch [227][960/1879] lr: 3.350e-03, eta: 13:23:51, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6355, top5_acc: 0.8301, loss_cls: 1.5576, loss: 1.5576, grad_norm: 5.7103 2021-07-14 04:08:31,084 - mmaction - INFO - Epoch [227][980/1879] lr: 3.350e-03, eta: 13:23:33, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6305, top5_acc: 0.8285, loss_cls: 1.5355, loss: 1.5355, grad_norm: 5.8053 2021-07-14 04:08:48,048 - mmaction - INFO - Epoch [227][1000/1879] lr: 3.350e-03, eta: 13:23:16, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6324, top5_acc: 0.8273, loss_cls: 1.5866, loss: 1.5866, grad_norm: 5.8536 2021-07-14 04:09:05,052 - mmaction - INFO - Epoch [227][1020/1879] lr: 3.350e-03, eta: 13:22:58, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6312, top5_acc: 0.8215, loss_cls: 1.5593, loss: 1.5593, grad_norm: 5.7596 2021-07-14 04:09:21,966 - mmaction - INFO - Epoch [227][1040/1879] lr: 3.350e-03, eta: 13:22:41, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6223, top5_acc: 0.8223, loss_cls: 1.5958, loss: 1.5958, grad_norm: 5.9765 2021-07-14 04:09:39,118 - mmaction - INFO - Epoch [227][1060/1879] lr: 3.350e-03, eta: 13:22:23, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.6359, top5_acc: 0.8367, loss_cls: 1.4851, loss: 1.4851, grad_norm: 5.7869 2021-07-14 04:09:56,141 - mmaction - INFO - Epoch [227][1080/1879] lr: 3.350e-03, eta: 13:22:06, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6480, top5_acc: 0.8359, loss_cls: 1.4959, loss: 1.4959, grad_norm: 5.6910 2021-07-14 04:10:12,957 - mmaction - INFO - Epoch [227][1100/1879] lr: 3.350e-03, eta: 13:21:48, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6523, top5_acc: 0.8320, loss_cls: 1.4972, loss: 1.4972, grad_norm: 5.6367 2021-07-14 04:10:29,964 - mmaction - INFO - Epoch [227][1120/1879] lr: 3.350e-03, eta: 13:21:31, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6277, top5_acc: 0.8164, loss_cls: 1.6000, loss: 1.6000, grad_norm: 5.8240 2021-07-14 04:10:47,050 - mmaction - INFO - Epoch [227][1140/1879] lr: 3.350e-03, eta: 13:21:13, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6387, top5_acc: 0.8289, loss_cls: 1.5286, loss: 1.5286, grad_norm: 5.7176 2021-07-14 04:11:03,702 - mmaction - INFO - Epoch [227][1160/1879] lr: 3.350e-03, eta: 13:20:56, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.6371, top5_acc: 0.8367, loss_cls: 1.5156, loss: 1.5156, grad_norm: 5.7503 2021-07-14 04:11:21,066 - mmaction - INFO - Epoch [227][1180/1879] lr: 3.350e-03, eta: 13:20:38, time: 0.867, data_time: 0.007, memory: 6454, top1_acc: 0.6180, top5_acc: 0.8191, loss_cls: 1.5839, loss: 1.5839, grad_norm: 5.9243 2021-07-14 04:11:37,874 - mmaction - INFO - Epoch [227][1200/1879] lr: 3.350e-03, eta: 13:20:20, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6637, top5_acc: 0.8445, loss_cls: 1.4466, loss: 1.4466, grad_norm: 5.5640 2021-07-14 04:11:54,552 - mmaction - INFO - Epoch [227][1220/1879] lr: 3.350e-03, eta: 13:20:03, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.6285, top5_acc: 0.8277, loss_cls: 1.5572, loss: 1.5572, grad_norm: 5.8117 2021-07-14 04:12:11,158 - mmaction - INFO - Epoch [227][1240/1879] lr: 3.350e-03, eta: 13:19:45, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.5468, loss: 1.5468, grad_norm: 5.6910 2021-07-14 04:12:28,366 - mmaction - INFO - Epoch [227][1260/1879] lr: 3.350e-03, eta: 13:19:28, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.6578, top5_acc: 0.8383, loss_cls: 1.4932, loss: 1.4932, grad_norm: 5.6903 2021-07-14 04:12:45,110 - mmaction - INFO - Epoch [227][1280/1879] lr: 3.350e-03, eta: 13:19:10, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.6336, top5_acc: 0.8133, loss_cls: 1.5917, loss: 1.5917, grad_norm: 5.7753 2021-07-14 04:13:02,091 - mmaction - INFO - Epoch [227][1300/1879] lr: 3.350e-03, eta: 13:18:53, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6270, top5_acc: 0.8195, loss_cls: 1.5855, loss: 1.5855, grad_norm: 5.8030 2021-07-14 04:13:19,042 - mmaction - INFO - Epoch [227][1320/1879] lr: 3.350e-03, eta: 13:18:35, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6316, top5_acc: 0.8242, loss_cls: 1.5338, loss: 1.5338, grad_norm: 5.6956 2021-07-14 04:13:35,822 - mmaction - INFO - Epoch [227][1340/1879] lr: 3.350e-03, eta: 13:18:17, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.6352, top5_acc: 0.8227, loss_cls: 1.5601, loss: 1.5601, grad_norm: 5.7758 2021-07-14 04:13:52,693 - mmaction - INFO - Epoch [227][1360/1879] lr: 3.350e-03, eta: 13:18:00, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8230, loss_cls: 1.5643, loss: 1.5643, grad_norm: 5.6644 2021-07-14 04:14:09,726 - mmaction - INFO - Epoch [227][1380/1879] lr: 3.350e-03, eta: 13:17:42, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6312, top5_acc: 0.8285, loss_cls: 1.5667, loss: 1.5667, grad_norm: 5.8139 2021-07-14 04:14:26,570 - mmaction - INFO - Epoch [227][1400/1879] lr: 3.350e-03, eta: 13:17:25, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6266, top5_acc: 0.8258, loss_cls: 1.5796, loss: 1.5796, grad_norm: 5.9229 2021-07-14 04:14:43,512 - mmaction - INFO - Epoch [227][1420/1879] lr: 3.350e-03, eta: 13:17:07, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6445, top5_acc: 0.8262, loss_cls: 1.5499, loss: 1.5499, grad_norm: 5.6124 2021-07-14 04:15:00,648 - mmaction - INFO - Epoch [227][1440/1879] lr: 3.350e-03, eta: 13:16:50, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6145, top5_acc: 0.8145, loss_cls: 1.6012, loss: 1.6012, grad_norm: 5.8291 2021-07-14 04:15:17,521 - mmaction - INFO - Epoch [227][1460/1879] lr: 3.350e-03, eta: 13:16:32, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6473, top5_acc: 0.8289, loss_cls: 1.5112, loss: 1.5112, grad_norm: 5.6355 2021-07-14 04:15:34,506 - mmaction - INFO - Epoch [227][1480/1879] lr: 3.350e-03, eta: 13:16:14, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6457, top5_acc: 0.8340, loss_cls: 1.5237, loss: 1.5237, grad_norm: 5.7015 2021-07-14 04:15:51,607 - mmaction - INFO - Epoch [227][1500/1879] lr: 3.350e-03, eta: 13:15:57, time: 0.856, data_time: 0.007, memory: 6454, top1_acc: 0.6379, top5_acc: 0.8352, loss_cls: 1.5290, loss: 1.5290, grad_norm: 5.7191 2021-07-14 04:16:08,616 - mmaction - INFO - Epoch [227][1520/1879] lr: 3.350e-03, eta: 13:15:39, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6410, top5_acc: 0.8250, loss_cls: 1.5413, loss: 1.5413, grad_norm: 5.7713 2021-07-14 04:16:25,512 - mmaction - INFO - Epoch [227][1540/1879] lr: 3.350e-03, eta: 13:15:22, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6582, top5_acc: 0.8328, loss_cls: 1.4852, loss: 1.4852, grad_norm: 5.6229 2021-07-14 04:16:42,668 - mmaction - INFO - Epoch [227][1560/1879] lr: 3.350e-03, eta: 13:15:04, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6414, top5_acc: 0.8367, loss_cls: 1.5480, loss: 1.5480, grad_norm: 5.6863 2021-07-14 04:16:59,423 - mmaction - INFO - Epoch [227][1580/1879] lr: 3.350e-03, eta: 13:14:47, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8316, loss_cls: 1.5666, loss: 1.5666, grad_norm: 5.7982 2021-07-14 04:17:16,376 - mmaction - INFO - Epoch [227][1600/1879] lr: 3.350e-03, eta: 13:14:29, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6164, top5_acc: 0.8270, loss_cls: 1.5616, loss: 1.5616, grad_norm: 5.8191 2021-07-14 04:17:33,334 - mmaction - INFO - Epoch [227][1620/1879] lr: 3.350e-03, eta: 13:14:12, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6395, top5_acc: 0.8309, loss_cls: 1.5261, loss: 1.5261, grad_norm: 5.5620 2021-07-14 04:17:50,362 - mmaction - INFO - Epoch [227][1640/1879] lr: 3.350e-03, eta: 13:13:54, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6293, top5_acc: 0.8285, loss_cls: 1.5462, loss: 1.5462, grad_norm: 5.7395 2021-07-14 04:18:07,228 - mmaction - INFO - Epoch [227][1660/1879] lr: 3.350e-03, eta: 13:13:37, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6215, top5_acc: 0.8207, loss_cls: 1.5707, loss: 1.5707, grad_norm: 5.7646 2021-07-14 04:18:24,227 - mmaction - INFO - Epoch [227][1680/1879] lr: 3.350e-03, eta: 13:13:19, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6414, top5_acc: 0.8281, loss_cls: 1.5437, loss: 1.5437, grad_norm: 5.8618 2021-07-14 04:18:41,435 - mmaction - INFO - Epoch [227][1700/1879] lr: 3.350e-03, eta: 13:13:02, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6426, top5_acc: 0.8293, loss_cls: 1.5229, loss: 1.5229, grad_norm: 5.9156 2021-07-14 04:18:58,440 - mmaction - INFO - Epoch [227][1720/1879] lr: 3.350e-03, eta: 13:12:44, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6305, top5_acc: 0.8203, loss_cls: 1.5839, loss: 1.5839, grad_norm: 5.7897 2021-07-14 04:19:15,302 - mmaction - INFO - Epoch [227][1740/1879] lr: 3.350e-03, eta: 13:12:26, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6516, top5_acc: 0.8324, loss_cls: 1.5061, loss: 1.5061, grad_norm: 5.7761 2021-07-14 04:19:32,216 - mmaction - INFO - Epoch [227][1760/1879] lr: 3.350e-03, eta: 13:12:09, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6469, top5_acc: 0.8352, loss_cls: 1.5214, loss: 1.5214, grad_norm: 5.7941 2021-07-14 04:19:49,223 - mmaction - INFO - Epoch [227][1780/1879] lr: 3.350e-03, eta: 13:11:51, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6195, top5_acc: 0.8211, loss_cls: 1.5883, loss: 1.5883, grad_norm: 5.8817 2021-07-14 04:20:06,105 - mmaction - INFO - Epoch [227][1800/1879] lr: 3.350e-03, eta: 13:11:34, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6355, top5_acc: 0.8289, loss_cls: 1.5411, loss: 1.5411, grad_norm: 5.7900 2021-07-14 04:20:22,594 - mmaction - INFO - Epoch [227][1820/1879] lr: 3.350e-03, eta: 13:11:16, time: 0.826, data_time: 0.002, memory: 6454, top1_acc: 0.6426, top5_acc: 0.8289, loss_cls: 1.5336, loss: 1.5336, grad_norm: 5.6897 2021-07-14 04:20:39,221 - mmaction - INFO - Epoch [227][1840/1879] lr: 3.350e-03, eta: 13:10:58, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.6242, top5_acc: 0.8324, loss_cls: 1.5082, loss: 1.5082, grad_norm: 5.8021 2021-07-14 04:20:55,839 - mmaction - INFO - Epoch [227][1860/1879] lr: 3.350e-03, eta: 13:10:41, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.6297, top5_acc: 0.8297, loss_cls: 1.5542, loss: 1.5542, grad_norm: 5.8683 2021-07-14 04:22:27,116 - mmaction - INFO - Epoch [228][20/1879] lr: 3.133e-03, eta: 13:10:19, time: 3.581, data_time: 2.644, memory: 6454, top1_acc: 0.6395, top5_acc: 0.8270, loss_cls: 1.5177, loss: 1.5177, grad_norm: 5.6413 2021-07-14 04:22:43,710 - mmaction - INFO - Epoch [228][40/1879] lr: 3.133e-03, eta: 13:10:01, time: 0.830, data_time: 0.004, memory: 6454, top1_acc: 0.6324, top5_acc: 0.8230, loss_cls: 1.5665, loss: 1.5665, grad_norm: 5.7429 2021-07-14 04:23:00,269 - mmaction - INFO - Epoch [228][60/1879] lr: 3.133e-03, eta: 13:09:43, time: 0.828, data_time: 0.001, memory: 6454, top1_acc: 0.6270, top5_acc: 0.8305, loss_cls: 1.5685, loss: 1.5685, grad_norm: 5.8204 2021-07-14 04:23:17,034 - mmaction - INFO - Epoch [228][80/1879] lr: 3.133e-03, eta: 13:09:26, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.6219, top5_acc: 0.8273, loss_cls: 1.5625, loss: 1.5625, grad_norm: 5.7596 2021-07-14 04:23:34,000 - mmaction - INFO - Epoch [228][100/1879] lr: 3.133e-03, eta: 13:09:08, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6402, top5_acc: 0.8281, loss_cls: 1.5510, loss: 1.5510, grad_norm: 5.8345 2021-07-14 04:23:50,909 - mmaction - INFO - Epoch [228][120/1879] lr: 3.133e-03, eta: 13:08:51, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.6324, top5_acc: 0.8266, loss_cls: 1.5443, loss: 1.5443, grad_norm: 5.9794 2021-07-14 04:24:07,728 - mmaction - INFO - Epoch [228][140/1879] lr: 3.133e-03, eta: 13:08:33, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6398, top5_acc: 0.8184, loss_cls: 1.5478, loss: 1.5478, grad_norm: 5.7919 2021-07-14 04:24:24,897 - mmaction - INFO - Epoch [228][160/1879] lr: 3.133e-03, eta: 13:08:16, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6445, top5_acc: 0.8277, loss_cls: 1.5307, loss: 1.5307, grad_norm: 5.6852 2021-07-14 04:24:41,872 - mmaction - INFO - Epoch [228][180/1879] lr: 3.133e-03, eta: 13:07:58, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6500, top5_acc: 0.8352, loss_cls: 1.4652, loss: 1.4652, grad_norm: 5.6018 2021-07-14 04:24:58,750 - mmaction - INFO - Epoch [228][200/1879] lr: 3.133e-03, eta: 13:07:41, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6402, top5_acc: 0.8187, loss_cls: 1.5529, loss: 1.5529, grad_norm: 5.7226 2021-07-14 04:25:15,623 - mmaction - INFO - Epoch [228][220/1879] lr: 3.133e-03, eta: 13:07:23, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.6492, top5_acc: 0.8336, loss_cls: 1.4981, loss: 1.4981, grad_norm: 5.6679 2021-07-14 04:25:32,481 - mmaction - INFO - Epoch [228][240/1879] lr: 3.133e-03, eta: 13:07:05, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.6539, top5_acc: 0.8367, loss_cls: 1.4833, loss: 1.4833, grad_norm: 5.6146 2021-07-14 04:25:49,420 - mmaction - INFO - Epoch [228][260/1879] lr: 3.133e-03, eta: 13:06:48, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8293, loss_cls: 1.4811, loss: 1.4811, grad_norm: 5.5976 2021-07-14 04:26:06,295 - mmaction - INFO - Epoch [228][280/1879] lr: 3.133e-03, eta: 13:06:30, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6520, top5_acc: 0.8336, loss_cls: 1.4852, loss: 1.4852, grad_norm: 5.6605 2021-07-14 04:26:23,277 - mmaction - INFO - Epoch [228][300/1879] lr: 3.133e-03, eta: 13:06:13, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6441, top5_acc: 0.8355, loss_cls: 1.4995, loss: 1.4995, grad_norm: 5.5604 2021-07-14 04:26:40,283 - mmaction - INFO - Epoch [228][320/1879] lr: 3.133e-03, eta: 13:05:55, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6371, top5_acc: 0.8352, loss_cls: 1.5229, loss: 1.5229, grad_norm: 5.8693 2021-07-14 04:26:56,908 - mmaction - INFO - Epoch [228][340/1879] lr: 3.133e-03, eta: 13:05:37, time: 0.834, data_time: 0.006, memory: 6454, top1_acc: 0.6293, top5_acc: 0.8281, loss_cls: 1.5721, loss: 1.5721, grad_norm: 6.0205 2021-07-14 04:27:13,728 - mmaction - INFO - Epoch [228][360/1879] lr: 3.133e-03, eta: 13:05:20, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.6422, top5_acc: 0.8332, loss_cls: 1.5328, loss: 1.5328, grad_norm: 5.8468 2021-07-14 04:27:30,916 - mmaction - INFO - Epoch [228][380/1879] lr: 3.133e-03, eta: 13:05:02, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.6348, top5_acc: 0.8273, loss_cls: 1.5362, loss: 1.5362, grad_norm: 5.7456 2021-07-14 04:27:47,750 - mmaction - INFO - Epoch [228][400/1879] lr: 3.133e-03, eta: 13:04:45, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6469, top5_acc: 0.8305, loss_cls: 1.5126, loss: 1.5126, grad_norm: 5.7086 2021-07-14 04:28:04,860 - mmaction - INFO - Epoch [228][420/1879] lr: 3.133e-03, eta: 13:04:27, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6480, top5_acc: 0.8266, loss_cls: 1.5288, loss: 1.5288, grad_norm: 5.7175 2021-07-14 04:28:21,676 - mmaction - INFO - Epoch [228][440/1879] lr: 3.133e-03, eta: 13:04:10, time: 0.843, data_time: 0.007, memory: 6454, top1_acc: 0.6523, top5_acc: 0.8438, loss_cls: 1.4733, loss: 1.4733, grad_norm: 5.6044 2021-07-14 04:28:38,444 - mmaction - INFO - Epoch [228][460/1879] lr: 3.133e-03, eta: 13:03:52, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8309, loss_cls: 1.5641, loss: 1.5641, grad_norm: 5.9595 2021-07-14 04:28:55,104 - mmaction - INFO - Epoch [228][480/1879] lr: 3.133e-03, eta: 13:03:34, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8375, loss_cls: 1.4703, loss: 1.4703, grad_norm: 5.6896 2021-07-14 04:29:11,839 - mmaction - INFO - Epoch [228][500/1879] lr: 3.133e-03, eta: 13:03:17, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.6328, top5_acc: 0.8309, loss_cls: 1.5260, loss: 1.5260, grad_norm: 5.6164 2021-07-14 04:29:28,964 - mmaction - INFO - Epoch [228][520/1879] lr: 3.133e-03, eta: 13:02:59, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6340, top5_acc: 0.8316, loss_cls: 1.5163, loss: 1.5163, grad_norm: 5.7113 2021-07-14 04:29:45,805 - mmaction - INFO - Epoch [228][540/1879] lr: 3.133e-03, eta: 13:02:42, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6359, top5_acc: 0.8367, loss_cls: 1.5052, loss: 1.5052, grad_norm: 5.7298 2021-07-14 04:30:02,988 - mmaction - INFO - Epoch [228][560/1879] lr: 3.133e-03, eta: 13:02:24, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.6438, top5_acc: 0.8305, loss_cls: 1.5124, loss: 1.5124, grad_norm: 5.7642 2021-07-14 04:30:19,978 - mmaction - INFO - Epoch [228][580/1879] lr: 3.133e-03, eta: 13:02:07, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6434, top5_acc: 0.8227, loss_cls: 1.5218, loss: 1.5218, grad_norm: 5.7855 2021-07-14 04:30:36,655 - mmaction - INFO - Epoch [228][600/1879] lr: 3.133e-03, eta: 13:01:49, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.6422, top5_acc: 0.8309, loss_cls: 1.5089, loss: 1.5089, grad_norm: 5.8129 2021-07-14 04:30:53,878 - mmaction - INFO - Epoch [228][620/1879] lr: 3.133e-03, eta: 13:01:32, time: 0.862, data_time: 0.002, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8316, loss_cls: 1.5393, loss: 1.5393, grad_norm: 5.7384 2021-07-14 04:31:10,833 - mmaction - INFO - Epoch [228][640/1879] lr: 3.133e-03, eta: 13:01:14, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8238, loss_cls: 1.5773, loss: 1.5773, grad_norm: 5.8464 2021-07-14 04:31:27,763 - mmaction - INFO - Epoch [228][660/1879] lr: 3.133e-03, eta: 13:00:56, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6426, top5_acc: 0.8336, loss_cls: 1.5050, loss: 1.5050, grad_norm: 5.6896 2021-07-14 04:31:44,781 - mmaction - INFO - Epoch [228][680/1879] lr: 3.133e-03, eta: 13:00:39, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6410, top5_acc: 0.8355, loss_cls: 1.4970, loss: 1.4970, grad_norm: 5.9077 2021-07-14 04:32:01,790 - mmaction - INFO - Epoch [228][700/1879] lr: 3.133e-03, eta: 13:00:21, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6348, top5_acc: 0.8199, loss_cls: 1.5614, loss: 1.5614, grad_norm: 5.7064 2021-07-14 04:32:18,651 - mmaction - INFO - Epoch [228][720/1879] lr: 3.133e-03, eta: 13:00:04, time: 0.845, data_time: 0.007, memory: 6454, top1_acc: 0.6465, top5_acc: 0.8340, loss_cls: 1.5180, loss: 1.5180, grad_norm: 5.8628 2021-07-14 04:32:35,606 - mmaction - INFO - Epoch [228][740/1879] lr: 3.133e-03, eta: 12:59:46, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6273, top5_acc: 0.8246, loss_cls: 1.5438, loss: 1.5438, grad_norm: 5.7313 2021-07-14 04:32:52,693 - mmaction - INFO - Epoch [228][760/1879] lr: 3.133e-03, eta: 12:59:29, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6340, top5_acc: 0.8348, loss_cls: 1.5270, loss: 1.5270, grad_norm: 5.8040 2021-07-14 04:33:09,440 - mmaction - INFO - Epoch [228][780/1879] lr: 3.133e-03, eta: 12:59:11, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.6211, top5_acc: 0.8207, loss_cls: 1.5843, loss: 1.5843, grad_norm: 5.9414 2021-07-14 04:33:26,544 - mmaction - INFO - Epoch [228][800/1879] lr: 3.133e-03, eta: 12:58:54, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.6301, top5_acc: 0.8125, loss_cls: 1.6095, loss: 1.6095, grad_norm: 5.7996 2021-07-14 04:33:43,544 - mmaction - INFO - Epoch [228][820/1879] lr: 3.133e-03, eta: 12:58:36, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6395, top5_acc: 0.8328, loss_cls: 1.5159, loss: 1.5159, grad_norm: 5.6626 2021-07-14 04:34:00,680 - mmaction - INFO - Epoch [228][840/1879] lr: 3.133e-03, eta: 12:58:19, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6258, top5_acc: 0.8262, loss_cls: 1.5647, loss: 1.5647, grad_norm: 5.7773 2021-07-14 04:34:17,381 - mmaction - INFO - Epoch [228][860/1879] lr: 3.133e-03, eta: 12:58:01, time: 0.837, data_time: 0.007, memory: 6454, top1_acc: 0.6359, top5_acc: 0.8348, loss_cls: 1.5258, loss: 1.5258, grad_norm: 5.7524 2021-07-14 04:34:34,374 - mmaction - INFO - Epoch [228][880/1879] lr: 3.133e-03, eta: 12:57:43, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6461, top5_acc: 0.8422, loss_cls: 1.4810, loss: 1.4810, grad_norm: 5.7029 2021-07-14 04:34:51,616 - mmaction - INFO - Epoch [228][900/1879] lr: 3.133e-03, eta: 12:57:26, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.6457, top5_acc: 0.8270, loss_cls: 1.5245, loss: 1.5245, grad_norm: 5.7293 2021-07-14 04:35:08,235 - mmaction - INFO - Epoch [228][920/1879] lr: 3.133e-03, eta: 12:57:08, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.6473, top5_acc: 0.8488, loss_cls: 1.4275, loss: 1.4275, grad_norm: 5.6762 2021-07-14 04:35:25,173 - mmaction - INFO - Epoch [228][940/1879] lr: 3.133e-03, eta: 12:56:51, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6516, top5_acc: 0.8406, loss_cls: 1.4840, loss: 1.4840, grad_norm: 5.7084 2021-07-14 04:35:42,476 - mmaction - INFO - Epoch [228][960/1879] lr: 3.133e-03, eta: 12:56:33, time: 0.865, data_time: 0.002, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8430, loss_cls: 1.4905, loss: 1.4905, grad_norm: 5.8324 2021-07-14 04:35:59,382 - mmaction - INFO - Epoch [228][980/1879] lr: 3.133e-03, eta: 12:56:16, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6328, top5_acc: 0.8340, loss_cls: 1.5172, loss: 1.5172, grad_norm: 5.8799 2021-07-14 04:36:16,460 - mmaction - INFO - Epoch [228][1000/1879] lr: 3.133e-03, eta: 12:55:58, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.6473, top5_acc: 0.8305, loss_cls: 1.4858, loss: 1.4858, grad_norm: 5.7892 2021-07-14 04:36:33,600 - mmaction - INFO - Epoch [228][1020/1879] lr: 3.133e-03, eta: 12:55:41, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6367, top5_acc: 0.8293, loss_cls: 1.5481, loss: 1.5481, grad_norm: 5.9648 2021-07-14 04:36:50,736 - mmaction - INFO - Epoch [228][1040/1879] lr: 3.133e-03, eta: 12:55:23, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.6242, top5_acc: 0.8211, loss_cls: 1.5713, loss: 1.5713, grad_norm: 5.8775 2021-07-14 04:37:07,324 - mmaction - INFO - Epoch [228][1060/1879] lr: 3.133e-03, eta: 12:55:06, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.6391, top5_acc: 0.8316, loss_cls: 1.5522, loss: 1.5522, grad_norm: 5.7284 2021-07-14 04:37:23,756 - mmaction - INFO - Epoch [228][1080/1879] lr: 3.133e-03, eta: 12:54:48, time: 0.820, data_time: 0.001, memory: 6454, top1_acc: 0.6406, top5_acc: 0.8332, loss_cls: 1.5178, loss: 1.5178, grad_norm: 5.7863 2021-07-14 04:37:40,984 - mmaction - INFO - Epoch [228][1100/1879] lr: 3.133e-03, eta: 12:54:30, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6289, top5_acc: 0.8297, loss_cls: 1.5578, loss: 1.5578, grad_norm: 5.8135 2021-07-14 04:37:58,173 - mmaction - INFO - Epoch [228][1120/1879] lr: 3.133e-03, eta: 12:54:13, time: 0.860, data_time: 0.007, memory: 6454, top1_acc: 0.6324, top5_acc: 0.8160, loss_cls: 1.5869, loss: 1.5869, grad_norm: 5.7846 2021-07-14 04:38:15,379 - mmaction - INFO - Epoch [228][1140/1879] lr: 3.133e-03, eta: 12:53:56, time: 0.861, data_time: 0.003, memory: 6454, top1_acc: 0.6352, top5_acc: 0.8297, loss_cls: 1.5499, loss: 1.5499, grad_norm: 5.7383 2021-07-14 04:38:32,173 - mmaction - INFO - Epoch [228][1160/1879] lr: 3.133e-03, eta: 12:53:38, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6340, top5_acc: 0.8352, loss_cls: 1.5243, loss: 1.5243, grad_norm: 5.8453 2021-07-14 04:38:49,318 - mmaction - INFO - Epoch [228][1180/1879] lr: 3.133e-03, eta: 12:53:20, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6461, top5_acc: 0.8242, loss_cls: 1.4916, loss: 1.4916, grad_norm: 5.7389 2021-07-14 04:39:05,952 - mmaction - INFO - Epoch [228][1200/1879] lr: 3.133e-03, eta: 12:53:03, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.6355, top5_acc: 0.8379, loss_cls: 1.5281, loss: 1.5281, grad_norm: 5.9448 2021-07-14 04:39:23,026 - mmaction - INFO - Epoch [228][1220/1879] lr: 3.133e-03, eta: 12:52:45, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6383, top5_acc: 0.8281, loss_cls: 1.5112, loss: 1.5112, grad_norm: 5.8727 2021-07-14 04:39:39,801 - mmaction - INFO - Epoch [228][1240/1879] lr: 3.133e-03, eta: 12:52:28, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8426, loss_cls: 1.4449, loss: 1.4449, grad_norm: 5.7324 2021-07-14 04:39:56,975 - mmaction - INFO - Epoch [228][1260/1879] lr: 3.133e-03, eta: 12:52:10, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8258, loss_cls: 1.5525, loss: 1.5525, grad_norm: 5.8580 2021-07-14 04:40:13,913 - mmaction - INFO - Epoch [228][1280/1879] lr: 3.133e-03, eta: 12:51:53, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6113, top5_acc: 0.8281, loss_cls: 1.5680, loss: 1.5680, grad_norm: 5.8895 2021-07-14 04:40:31,096 - mmaction - INFO - Epoch [228][1300/1879] lr: 3.133e-03, eta: 12:51:35, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6379, top5_acc: 0.8359, loss_cls: 1.4951, loss: 1.4951, grad_norm: 5.8125 2021-07-14 04:40:48,226 - mmaction - INFO - Epoch [228][1320/1879] lr: 3.133e-03, eta: 12:51:18, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6457, top5_acc: 0.8395, loss_cls: 1.4700, loss: 1.4700, grad_norm: 5.7766 2021-07-14 04:41:05,287 - mmaction - INFO - Epoch [228][1340/1879] lr: 3.133e-03, eta: 12:51:00, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8273, loss_cls: 1.5420, loss: 1.5420, grad_norm: 5.9171 2021-07-14 04:41:22,137 - mmaction - INFO - Epoch [228][1360/1879] lr: 3.133e-03, eta: 12:50:43, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6516, top5_acc: 0.8391, loss_cls: 1.4747, loss: 1.4747, grad_norm: 5.7453 2021-07-14 04:41:39,190 - mmaction - INFO - Epoch [228][1380/1879] lr: 3.133e-03, eta: 12:50:25, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6414, top5_acc: 0.8273, loss_cls: 1.4960, loss: 1.4960, grad_norm: 5.7421 2021-07-14 04:41:56,325 - mmaction - INFO - Epoch [228][1400/1879] lr: 3.133e-03, eta: 12:50:08, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6246, top5_acc: 0.8281, loss_cls: 1.5611, loss: 1.5611, grad_norm: 5.9377 2021-07-14 04:42:12,873 - mmaction - INFO - Epoch [228][1420/1879] lr: 3.133e-03, eta: 12:49:50, time: 0.832, data_time: 0.006, memory: 6454, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4664, loss: 1.4664, grad_norm: 5.5974 2021-07-14 04:42:29,745 - mmaction - INFO - Epoch [228][1440/1879] lr: 3.133e-03, eta: 12:49:32, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8305, loss_cls: 1.5137, loss: 1.5137, grad_norm: 5.7145 2021-07-14 04:42:46,540 - mmaction - INFO - Epoch [228][1460/1879] lr: 3.133e-03, eta: 12:49:15, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6441, top5_acc: 0.8254, loss_cls: 1.5339, loss: 1.5339, grad_norm: 5.7910 2021-07-14 04:43:03,740 - mmaction - INFO - Epoch [228][1480/1879] lr: 3.133e-03, eta: 12:48:57, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6434, top5_acc: 0.8289, loss_cls: 1.5463, loss: 1.5463, grad_norm: 5.6752 2021-07-14 04:43:20,821 - mmaction - INFO - Epoch [228][1500/1879] lr: 3.133e-03, eta: 12:48:40, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6453, top5_acc: 0.8336, loss_cls: 1.5318, loss: 1.5318, grad_norm: 5.7564 2021-07-14 04:43:37,634 - mmaction - INFO - Epoch [228][1520/1879] lr: 3.133e-03, eta: 12:48:22, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.6281, top5_acc: 0.8156, loss_cls: 1.5767, loss: 1.5767, grad_norm: 5.8550 2021-07-14 04:43:54,600 - mmaction - INFO - Epoch [228][1540/1879] lr: 3.133e-03, eta: 12:48:05, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6355, top5_acc: 0.8367, loss_cls: 1.5285, loss: 1.5285, grad_norm: 5.9290 2021-07-14 04:44:11,729 - mmaction - INFO - Epoch [228][1560/1879] lr: 3.133e-03, eta: 12:47:47, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6312, top5_acc: 0.8293, loss_cls: 1.5634, loss: 1.5634, grad_norm: 5.9645 2021-07-14 04:44:28,633 - mmaction - INFO - Epoch [228][1580/1879] lr: 3.133e-03, eta: 12:47:30, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6414, top5_acc: 0.8270, loss_cls: 1.5508, loss: 1.5508, grad_norm: 5.7927 2021-07-14 04:44:45,326 - mmaction - INFO - Epoch [228][1600/1879] lr: 3.133e-03, eta: 12:47:12, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.6312, top5_acc: 0.8180, loss_cls: 1.5548, loss: 1.5548, grad_norm: 5.8052 2021-07-14 04:45:02,363 - mmaction - INFO - Epoch [228][1620/1879] lr: 3.133e-03, eta: 12:46:54, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6301, top5_acc: 0.8184, loss_cls: 1.5867, loss: 1.5867, grad_norm: 5.6755 2021-07-14 04:45:18,912 - mmaction - INFO - Epoch [228][1640/1879] lr: 3.133e-03, eta: 12:46:37, time: 0.828, data_time: 0.002, memory: 6454, top1_acc: 0.6422, top5_acc: 0.8270, loss_cls: 1.5219, loss: 1.5219, grad_norm: 5.7390 2021-07-14 04:45:35,837 - mmaction - INFO - Epoch [228][1660/1879] lr: 3.133e-03, eta: 12:46:19, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.5212, loss: 1.5212, grad_norm: 5.7382 2021-07-14 04:45:52,921 - mmaction - INFO - Epoch [228][1680/1879] lr: 3.133e-03, eta: 12:46:02, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6352, top5_acc: 0.8332, loss_cls: 1.5205, loss: 1.5205, grad_norm: 5.8659 2021-07-14 04:46:09,989 - mmaction - INFO - Epoch [228][1700/1879] lr: 3.133e-03, eta: 12:45:44, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.6367, top5_acc: 0.8316, loss_cls: 1.5273, loss: 1.5273, grad_norm: 5.7528 2021-07-14 04:46:26,934 - mmaction - INFO - Epoch [228][1720/1879] lr: 3.133e-03, eta: 12:45:27, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6430, top5_acc: 0.8230, loss_cls: 1.5574, loss: 1.5574, grad_norm: 5.7536 2021-07-14 04:46:43,903 - mmaction - INFO - Epoch [228][1740/1879] lr: 3.133e-03, eta: 12:45:09, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6418, top5_acc: 0.8359, loss_cls: 1.5186, loss: 1.5186, grad_norm: 5.8381 2021-07-14 04:47:00,899 - mmaction - INFO - Epoch [228][1760/1879] lr: 3.133e-03, eta: 12:44:52, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6371, top5_acc: 0.8352, loss_cls: 1.5186, loss: 1.5186, grad_norm: 5.7653 2021-07-14 04:47:17,604 - mmaction - INFO - Epoch [228][1780/1879] lr: 3.133e-03, eta: 12:44:34, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.6410, top5_acc: 0.8336, loss_cls: 1.5364, loss: 1.5364, grad_norm: 5.7383 2021-07-14 04:47:34,510 - mmaction - INFO - Epoch [228][1800/1879] lr: 3.133e-03, eta: 12:44:16, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6223, top5_acc: 0.8184, loss_cls: 1.6049, loss: 1.6049, grad_norm: 5.7149 2021-07-14 04:47:51,524 - mmaction - INFO - Epoch [228][1820/1879] lr: 3.133e-03, eta: 12:43:59, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8344, loss_cls: 1.4976, loss: 1.4976, grad_norm: 5.8449 2021-07-14 04:48:08,849 - mmaction - INFO - Epoch [228][1840/1879] lr: 3.133e-03, eta: 12:43:41, time: 0.864, data_time: 0.003, memory: 6454, top1_acc: 0.6410, top5_acc: 0.8266, loss_cls: 1.5262, loss: 1.5262, grad_norm: 5.6956 2021-07-14 04:48:25,461 - mmaction - INFO - Epoch [228][1860/1879] lr: 3.133e-03, eta: 12:43:24, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.6293, top5_acc: 0.8281, loss_cls: 1.5695, loss: 1.5695, grad_norm: 5.8659 2021-07-14 04:48:45,202 - mmaction - INFO - Saving checkpoint at 228 epochs 2021-07-14 04:49:55,906 - mmaction - INFO - Epoch [229][20/1879] lr: 2.923e-03, eta: 12:43:01, time: 3.502, data_time: 2.561, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8297, loss_cls: 1.5407, loss: 1.5407, grad_norm: 5.7387 2021-07-14 04:50:12,522 - mmaction - INFO - Epoch [229][40/1879] lr: 2.923e-03, eta: 12:42:43, time: 0.831, data_time: 0.006, memory: 6454, top1_acc: 0.6430, top5_acc: 0.8379, loss_cls: 1.4962, loss: 1.4962, grad_norm: 5.7196 2021-07-14 04:50:29,446 - mmaction - INFO - Epoch [229][60/1879] lr: 2.923e-03, eta: 12:42:26, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6336, top5_acc: 0.8227, loss_cls: 1.5762, loss: 1.5762, grad_norm: 5.8163 2021-07-14 04:50:46,484 - mmaction - INFO - Epoch [229][80/1879] lr: 2.923e-03, eta: 12:42:08, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6496, top5_acc: 0.8418, loss_cls: 1.4743, loss: 1.4743, grad_norm: 5.7624 2021-07-14 04:51:03,310 - mmaction - INFO - Epoch [229][100/1879] lr: 2.923e-03, eta: 12:41:50, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.4611, loss: 1.4611, grad_norm: 5.7803 2021-07-14 04:51:20,256 - mmaction - INFO - Epoch [229][120/1879] lr: 2.923e-03, eta: 12:41:33, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6371, top5_acc: 0.8352, loss_cls: 1.5188, loss: 1.5188, grad_norm: 5.7220 2021-07-14 04:51:37,237 - mmaction - INFO - Epoch [229][140/1879] lr: 2.923e-03, eta: 12:41:15, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6367, top5_acc: 0.8320, loss_cls: 1.5323, loss: 1.5323, grad_norm: 5.8455 2021-07-14 04:51:54,162 - mmaction - INFO - Epoch [229][160/1879] lr: 2.923e-03, eta: 12:40:58, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6371, top5_acc: 0.8359, loss_cls: 1.4885, loss: 1.4885, grad_norm: 5.8343 2021-07-14 04:52:10,955 - mmaction - INFO - Epoch [229][180/1879] lr: 2.923e-03, eta: 12:40:40, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6406, top5_acc: 0.8277, loss_cls: 1.5340, loss: 1.5340, grad_norm: 5.8028 2021-07-14 04:52:27,311 - mmaction - INFO - Epoch [229][200/1879] lr: 2.923e-03, eta: 12:40:23, time: 0.820, data_time: 0.004, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8313, loss_cls: 1.5290, loss: 1.5290, grad_norm: 5.9116 2021-07-14 04:52:44,285 - mmaction - INFO - Epoch [229][220/1879] lr: 2.923e-03, eta: 12:40:05, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8453, loss_cls: 1.4749, loss: 1.4749, grad_norm: 5.7259 2021-07-14 04:53:01,168 - mmaction - INFO - Epoch [229][240/1879] lr: 2.923e-03, eta: 12:39:47, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8293, loss_cls: 1.5022, loss: 1.5022, grad_norm: 5.6355 2021-07-14 04:53:17,875 - mmaction - INFO - Epoch [229][260/1879] lr: 2.923e-03, eta: 12:39:30, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8391, loss_cls: 1.5035, loss: 1.5035, grad_norm: 5.8072 2021-07-14 04:53:34,683 - mmaction - INFO - Epoch [229][280/1879] lr: 2.923e-03, eta: 12:39:12, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6434, top5_acc: 0.8371, loss_cls: 1.4535, loss: 1.4535, grad_norm: 5.6411 2021-07-14 04:53:51,693 - mmaction - INFO - Epoch [229][300/1879] lr: 2.923e-03, eta: 12:38:55, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6402, top5_acc: 0.8270, loss_cls: 1.5082, loss: 1.5082, grad_norm: 5.6831 2021-07-14 04:54:08,650 - mmaction - INFO - Epoch [229][320/1879] lr: 2.923e-03, eta: 12:38:37, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6598, top5_acc: 0.8480, loss_cls: 1.4492, loss: 1.4492, grad_norm: 5.6967 2021-07-14 04:54:25,116 - mmaction - INFO - Epoch [229][340/1879] lr: 2.923e-03, eta: 12:38:19, time: 0.823, data_time: 0.002, memory: 6454, top1_acc: 0.6355, top5_acc: 0.8324, loss_cls: 1.5242, loss: 1.5242, grad_norm: 5.8115 2021-07-14 04:54:42,099 - mmaction - INFO - Epoch [229][360/1879] lr: 2.923e-03, eta: 12:38:02, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6359, top5_acc: 0.8305, loss_cls: 1.5541, loss: 1.5541, grad_norm: 5.9931 2021-07-14 04:54:58,668 - mmaction - INFO - Epoch [229][380/1879] lr: 2.923e-03, eta: 12:37:44, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8254, loss_cls: 1.5191, loss: 1.5191, grad_norm: 5.7958 2021-07-14 04:55:15,744 - mmaction - INFO - Epoch [229][400/1879] lr: 2.923e-03, eta: 12:37:27, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6496, top5_acc: 0.8293, loss_cls: 1.5155, loss: 1.5155, grad_norm: 5.7250 2021-07-14 04:55:32,526 - mmaction - INFO - Epoch [229][420/1879] lr: 2.923e-03, eta: 12:37:09, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6520, top5_acc: 0.8430, loss_cls: 1.4639, loss: 1.4639, grad_norm: 5.8081 2021-07-14 04:55:49,554 - mmaction - INFO - Epoch [229][440/1879] lr: 2.923e-03, eta: 12:36:52, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6492, top5_acc: 0.8367, loss_cls: 1.5062, loss: 1.5062, grad_norm: 5.7587 2021-07-14 04:56:06,284 - mmaction - INFO - Epoch [229][460/1879] lr: 2.923e-03, eta: 12:36:34, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.6500, top5_acc: 0.8367, loss_cls: 1.4877, loss: 1.4877, grad_norm: 5.7305 2021-07-14 04:56:22,995 - mmaction - INFO - Epoch [229][480/1879] lr: 2.923e-03, eta: 12:36:16, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.6289, top5_acc: 0.8125, loss_cls: 1.5556, loss: 1.5556, grad_norm: 5.8526 2021-07-14 04:56:39,609 - mmaction - INFO - Epoch [229][500/1879] lr: 2.923e-03, eta: 12:35:59, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.6422, top5_acc: 0.8363, loss_cls: 1.4905, loss: 1.4905, grad_norm: 5.7641 2021-07-14 04:56:56,454 - mmaction - INFO - Epoch [229][520/1879] lr: 2.923e-03, eta: 12:35:41, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6602, top5_acc: 0.8461, loss_cls: 1.4413, loss: 1.4413, grad_norm: 5.7286 2021-07-14 04:57:13,300 - mmaction - INFO - Epoch [229][540/1879] lr: 2.923e-03, eta: 12:35:24, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6391, top5_acc: 0.8395, loss_cls: 1.4983, loss: 1.4983, grad_norm: 5.8603 2021-07-14 04:57:30,425 - mmaction - INFO - Epoch [229][560/1879] lr: 2.923e-03, eta: 12:35:06, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6379, top5_acc: 0.8223, loss_cls: 1.5553, loss: 1.5553, grad_norm: 5.7886 2021-07-14 04:57:47,144 - mmaction - INFO - Epoch [229][580/1879] lr: 2.923e-03, eta: 12:34:48, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.6512, top5_acc: 0.8355, loss_cls: 1.5100, loss: 1.5100, grad_norm: 5.6636 2021-07-14 04:58:04,300 - mmaction - INFO - Epoch [229][600/1879] lr: 2.923e-03, eta: 12:34:31, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6465, top5_acc: 0.8266, loss_cls: 1.5255, loss: 1.5255, grad_norm: 5.8186 2021-07-14 04:58:21,087 - mmaction - INFO - Epoch [229][620/1879] lr: 2.923e-03, eta: 12:34:13, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6375, top5_acc: 0.8293, loss_cls: 1.5451, loss: 1.5451, grad_norm: 5.8778 2021-07-14 04:58:38,083 - mmaction - INFO - Epoch [229][640/1879] lr: 2.923e-03, eta: 12:33:56, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6551, top5_acc: 0.8391, loss_cls: 1.4877, loss: 1.4877, grad_norm: 5.7271 2021-07-14 04:58:55,025 - mmaction - INFO - Epoch [229][660/1879] lr: 2.923e-03, eta: 12:33:38, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6539, top5_acc: 0.8395, loss_cls: 1.4854, loss: 1.4854, grad_norm: 5.8004 2021-07-14 04:59:12,063 - mmaction - INFO - Epoch [229][680/1879] lr: 2.923e-03, eta: 12:33:21, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8316, loss_cls: 1.5302, loss: 1.5302, grad_norm: 5.9996 2021-07-14 04:59:28,933 - mmaction - INFO - Epoch [229][700/1879] lr: 2.923e-03, eta: 12:33:03, time: 0.846, data_time: 0.007, memory: 6454, top1_acc: 0.6539, top5_acc: 0.8340, loss_cls: 1.5076, loss: 1.5076, grad_norm: 5.8041 2021-07-14 04:59:46,093 - mmaction - INFO - Epoch [229][720/1879] lr: 2.923e-03, eta: 12:32:46, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6375, top5_acc: 0.8430, loss_cls: 1.5067, loss: 1.5067, grad_norm: 5.9637 2021-07-14 05:00:02,776 - mmaction - INFO - Epoch [229][740/1879] lr: 2.923e-03, eta: 12:32:28, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8270, loss_cls: 1.5369, loss: 1.5369, grad_norm: 5.8646 2021-07-14 05:00:19,759 - mmaction - INFO - Epoch [229][760/1879] lr: 2.923e-03, eta: 12:32:11, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6410, top5_acc: 0.8324, loss_cls: 1.5243, loss: 1.5243, grad_norm: 5.8219 2021-07-14 05:00:36,407 - mmaction - INFO - Epoch [229][780/1879] lr: 2.923e-03, eta: 12:31:53, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.6566, top5_acc: 0.8355, loss_cls: 1.4837, loss: 1.4837, grad_norm: 5.7067 2021-07-14 05:00:53,278 - mmaction - INFO - Epoch [229][800/1879] lr: 2.923e-03, eta: 12:31:35, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.6383, top5_acc: 0.8344, loss_cls: 1.5195, loss: 1.5195, grad_norm: 5.8616 2021-07-14 05:01:09,965 - mmaction - INFO - Epoch [229][820/1879] lr: 2.923e-03, eta: 12:31:18, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.6395, top5_acc: 0.8328, loss_cls: 1.5509, loss: 1.5509, grad_norm: 5.9338 2021-07-14 05:01:27,078 - mmaction - INFO - Epoch [229][840/1879] lr: 2.923e-03, eta: 12:31:00, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6402, top5_acc: 0.8344, loss_cls: 1.5246, loss: 1.5246, grad_norm: 5.7701 2021-07-14 05:01:43,980 - mmaction - INFO - Epoch [229][860/1879] lr: 2.923e-03, eta: 12:30:43, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6414, top5_acc: 0.8324, loss_cls: 1.5191, loss: 1.5191, grad_norm: 5.7811 2021-07-14 05:02:00,866 - mmaction - INFO - Epoch [229][880/1879] lr: 2.923e-03, eta: 12:30:25, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.6270, top5_acc: 0.8359, loss_cls: 1.5459, loss: 1.5459, grad_norm: 5.7453 2021-07-14 05:02:17,768 - mmaction - INFO - Epoch [229][900/1879] lr: 2.923e-03, eta: 12:30:08, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6359, top5_acc: 0.8242, loss_cls: 1.5374, loss: 1.5374, grad_norm: 5.7411 2021-07-14 05:02:34,757 - mmaction - INFO - Epoch [229][920/1879] lr: 2.923e-03, eta: 12:29:50, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6406, top5_acc: 0.8352, loss_cls: 1.5063, loss: 1.5063, grad_norm: 5.7429 2021-07-14 05:02:51,787 - mmaction - INFO - Epoch [229][940/1879] lr: 2.923e-03, eta: 12:29:33, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6371, top5_acc: 0.8277, loss_cls: 1.5204, loss: 1.5204, grad_norm: 5.7728 2021-07-14 05:03:08,421 - mmaction - INFO - Epoch [229][960/1879] lr: 2.923e-03, eta: 12:29:15, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.6387, top5_acc: 0.8297, loss_cls: 1.5241, loss: 1.5241, grad_norm: 5.8869 2021-07-14 05:03:25,360 - mmaction - INFO - Epoch [229][980/1879] lr: 2.923e-03, eta: 12:28:57, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8426, loss_cls: 1.4812, loss: 1.4812, grad_norm: 5.6647 2021-07-14 05:03:42,242 - mmaction - INFO - Epoch [229][1000/1879] lr: 2.923e-03, eta: 12:28:40, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6348, top5_acc: 0.8277, loss_cls: 1.5333, loss: 1.5333, grad_norm: 5.6629 2021-07-14 05:03:59,212 - mmaction - INFO - Epoch [229][1020/1879] lr: 2.923e-03, eta: 12:28:22, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6355, top5_acc: 0.8328, loss_cls: 1.5016, loss: 1.5016, grad_norm: 5.7392 2021-07-14 05:04:16,456 - mmaction - INFO - Epoch [229][1040/1879] lr: 2.923e-03, eta: 12:28:05, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8355, loss_cls: 1.4850, loss: 1.4850, grad_norm: 5.7913 2021-07-14 05:04:33,617 - mmaction - INFO - Epoch [229][1060/1879] lr: 2.923e-03, eta: 12:27:47, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.6273, top5_acc: 0.8184, loss_cls: 1.5748, loss: 1.5748, grad_norm: 5.7849 2021-07-14 05:04:50,623 - mmaction - INFO - Epoch [229][1080/1879] lr: 2.923e-03, eta: 12:27:30, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6461, top5_acc: 0.8363, loss_cls: 1.5134, loss: 1.5134, grad_norm: 5.8097 2021-07-14 05:05:07,619 - mmaction - INFO - Epoch [229][1100/1879] lr: 2.923e-03, eta: 12:27:12, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6348, top5_acc: 0.8309, loss_cls: 1.5369, loss: 1.5369, grad_norm: 5.9059 2021-07-14 05:05:24,189 - mmaction - INFO - Epoch [229][1120/1879] lr: 2.923e-03, eta: 12:26:55, time: 0.830, data_time: 0.005, memory: 6454, top1_acc: 0.6445, top5_acc: 0.8332, loss_cls: 1.5177, loss: 1.5177, grad_norm: 5.8046 2021-07-14 05:05:41,108 - mmaction - INFO - Epoch [229][1140/1879] lr: 2.923e-03, eta: 12:26:37, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6445, top5_acc: 0.8297, loss_cls: 1.5294, loss: 1.5294, grad_norm: 5.9189 2021-07-14 05:05:58,074 - mmaction - INFO - Epoch [229][1160/1879] lr: 2.923e-03, eta: 12:26:19, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8309, loss_cls: 1.5174, loss: 1.5174, grad_norm: 5.8873 2021-07-14 05:06:15,107 - mmaction - INFO - Epoch [229][1180/1879] lr: 2.923e-03, eta: 12:26:02, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6609, top5_acc: 0.8375, loss_cls: 1.4425, loss: 1.4425, grad_norm: 5.7797 2021-07-14 05:06:32,047 - mmaction - INFO - Epoch [229][1200/1879] lr: 2.923e-03, eta: 12:25:44, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8406, loss_cls: 1.5358, loss: 1.5358, grad_norm: 5.9416 2021-07-14 05:06:49,023 - mmaction - INFO - Epoch [229][1220/1879] lr: 2.923e-03, eta: 12:25:27, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6203, top5_acc: 0.8281, loss_cls: 1.5925, loss: 1.5925, grad_norm: 5.9550 2021-07-14 05:07:05,857 - mmaction - INFO - Epoch [229][1240/1879] lr: 2.923e-03, eta: 12:25:09, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6387, top5_acc: 0.8258, loss_cls: 1.5273, loss: 1.5273, grad_norm: 5.9183 2021-07-14 05:07:22,744 - mmaction - INFO - Epoch [229][1260/1879] lr: 2.923e-03, eta: 12:24:52, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6457, top5_acc: 0.8297, loss_cls: 1.5235, loss: 1.5235, grad_norm: 5.7861 2021-07-14 05:07:39,717 - mmaction - INFO - Epoch [229][1280/1879] lr: 2.923e-03, eta: 12:24:34, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8457, loss_cls: 1.4973, loss: 1.4973, grad_norm: 5.8758 2021-07-14 05:07:56,708 - mmaction - INFO - Epoch [229][1300/1879] lr: 2.923e-03, eta: 12:24:17, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6426, top5_acc: 0.8418, loss_cls: 1.4892, loss: 1.4892, grad_norm: 5.9017 2021-07-14 05:08:13,642 - mmaction - INFO - Epoch [229][1320/1879] lr: 2.923e-03, eta: 12:23:59, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6305, top5_acc: 0.8316, loss_cls: 1.5479, loss: 1.5479, grad_norm: 6.0248 2021-07-14 05:08:30,343 - mmaction - INFO - Epoch [229][1340/1879] lr: 2.923e-03, eta: 12:23:42, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.6562, top5_acc: 0.8504, loss_cls: 1.4291, loss: 1.4291, grad_norm: 5.6804 2021-07-14 05:08:47,140 - mmaction - INFO - Epoch [229][1360/1879] lr: 2.923e-03, eta: 12:23:24, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.6340, top5_acc: 0.8219, loss_cls: 1.5556, loss: 1.5556, grad_norm: 5.9318 2021-07-14 05:09:04,446 - mmaction - INFO - Epoch [229][1380/1879] lr: 2.923e-03, eta: 12:23:07, time: 0.863, data_time: 0.001, memory: 6454, top1_acc: 0.6430, top5_acc: 0.8375, loss_cls: 1.5246, loss: 1.5246, grad_norm: 5.8434 2021-07-14 05:09:21,566 - mmaction - INFO - Epoch [229][1400/1879] lr: 2.923e-03, eta: 12:22:49, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6293, top5_acc: 0.8254, loss_cls: 1.5831, loss: 1.5831, grad_norm: 5.9665 2021-07-14 05:09:38,524 - mmaction - INFO - Epoch [229][1420/1879] lr: 2.923e-03, eta: 12:22:32, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6293, top5_acc: 0.8309, loss_cls: 1.5667, loss: 1.5667, grad_norm: 6.0158 2021-07-14 05:09:55,524 - mmaction - INFO - Epoch [229][1440/1879] lr: 2.923e-03, eta: 12:22:14, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8242, loss_cls: 1.5547, loss: 1.5547, grad_norm: 5.9867 2021-07-14 05:10:12,483 - mmaction - INFO - Epoch [229][1460/1879] lr: 2.923e-03, eta: 12:21:56, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6348, top5_acc: 0.8344, loss_cls: 1.5395, loss: 1.5395, grad_norm: 5.9952 2021-07-14 05:10:29,382 - mmaction - INFO - Epoch [229][1480/1879] lr: 2.923e-03, eta: 12:21:39, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6516, top5_acc: 0.8281, loss_cls: 1.5123, loss: 1.5123, grad_norm: 5.7764 2021-07-14 05:10:46,491 - mmaction - INFO - Epoch [229][1500/1879] lr: 2.923e-03, eta: 12:21:21, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8406, loss_cls: 1.4791, loss: 1.4791, grad_norm: 5.7574 2021-07-14 05:11:03,388 - mmaction - INFO - Epoch [229][1520/1879] lr: 2.923e-03, eta: 12:21:04, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6441, top5_acc: 0.8320, loss_cls: 1.5174, loss: 1.5174, grad_norm: 5.8770 2021-07-14 05:11:20,393 - mmaction - INFO - Epoch [229][1540/1879] lr: 2.923e-03, eta: 12:20:46, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6348, top5_acc: 0.8336, loss_cls: 1.5402, loss: 1.5402, grad_norm: 5.8622 2021-07-14 05:11:37,467 - mmaction - INFO - Epoch [229][1560/1879] lr: 2.923e-03, eta: 12:20:29, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6441, top5_acc: 0.8289, loss_cls: 1.5158, loss: 1.5158, grad_norm: 5.8480 2021-07-14 05:11:54,329 - mmaction - INFO - Epoch [229][1580/1879] lr: 2.923e-03, eta: 12:20:11, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.6410, top5_acc: 0.8270, loss_cls: 1.5313, loss: 1.5313, grad_norm: 5.8200 2021-07-14 05:12:11,181 - mmaction - INFO - Epoch [229][1600/1879] lr: 2.923e-03, eta: 12:19:54, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.6434, top5_acc: 0.8168, loss_cls: 1.5323, loss: 1.5323, grad_norm: 5.7123 2021-07-14 05:12:28,140 - mmaction - INFO - Epoch [229][1620/1879] lr: 2.923e-03, eta: 12:19:36, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8297, loss_cls: 1.4927, loss: 1.4927, grad_norm: 5.7450 2021-07-14 05:12:45,340 - mmaction - INFO - Epoch [229][1640/1879] lr: 2.923e-03, eta: 12:19:19, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8398, loss_cls: 1.4456, loss: 1.4456, grad_norm: 5.6924 2021-07-14 05:13:02,123 - mmaction - INFO - Epoch [229][1660/1879] lr: 2.923e-03, eta: 12:19:01, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.6492, top5_acc: 0.8340, loss_cls: 1.4794, loss: 1.4794, grad_norm: 5.8824 2021-07-14 05:13:19,088 - mmaction - INFO - Epoch [229][1680/1879] lr: 2.923e-03, eta: 12:18:44, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6453, top5_acc: 0.8344, loss_cls: 1.5166, loss: 1.5166, grad_norm: 5.9074 2021-07-14 05:13:36,178 - mmaction - INFO - Epoch [229][1700/1879] lr: 2.923e-03, eta: 12:18:26, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6352, top5_acc: 0.8289, loss_cls: 1.5317, loss: 1.5317, grad_norm: 5.9201 2021-07-14 05:13:53,018 - mmaction - INFO - Epoch [229][1720/1879] lr: 2.923e-03, eta: 12:18:08, time: 0.846, data_time: 0.008, memory: 6454, top1_acc: 0.6289, top5_acc: 0.8273, loss_cls: 1.5399, loss: 1.5399, grad_norm: 6.0389 2021-07-14 05:14:09,703 - mmaction - INFO - Epoch [229][1740/1879] lr: 2.923e-03, eta: 12:17:51, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.6316, top5_acc: 0.8191, loss_cls: 1.5144, loss: 1.5144, grad_norm: 5.9705 2021-07-14 05:14:26,679 - mmaction - INFO - Epoch [229][1760/1879] lr: 2.923e-03, eta: 12:17:33, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6457, top5_acc: 0.8406, loss_cls: 1.5031, loss: 1.5031, grad_norm: 5.9122 2021-07-14 05:14:43,478 - mmaction - INFO - Epoch [229][1780/1879] lr: 2.923e-03, eta: 12:17:16, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.6344, top5_acc: 0.8332, loss_cls: 1.5177, loss: 1.5177, grad_norm: 5.9474 2021-07-14 05:15:00,202 - mmaction - INFO - Epoch [229][1800/1879] lr: 2.923e-03, eta: 12:16:58, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.6324, top5_acc: 0.8164, loss_cls: 1.5987, loss: 1.5987, grad_norm: 5.8962 2021-07-14 05:15:17,198 - mmaction - INFO - Epoch [229][1820/1879] lr: 2.923e-03, eta: 12:16:41, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8137, loss_cls: 1.5900, loss: 1.5900, grad_norm: 5.9258 2021-07-14 05:15:34,310 - mmaction - INFO - Epoch [229][1840/1879] lr: 2.923e-03, eta: 12:16:23, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6598, top5_acc: 0.8293, loss_cls: 1.5161, loss: 1.5161, grad_norm: 5.7520 2021-07-14 05:15:51,309 - mmaction - INFO - Epoch [229][1860/1879] lr: 2.923e-03, eta: 12:16:06, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8195, loss_cls: 1.5738, loss: 1.5738, grad_norm: 5.8546 2021-07-14 05:17:31,723 - mmaction - INFO - Epoch [230][20/1879] lr: 2.720e-03, eta: 12:15:45, time: 3.960, data_time: 3.055, memory: 6454, top1_acc: 0.6527, top5_acc: 0.8328, loss_cls: 1.4697, loss: 1.4697, grad_norm: 5.7724 2021-07-14 05:17:48,155 - mmaction - INFO - Epoch [230][40/1879] lr: 2.720e-03, eta: 12:15:27, time: 0.820, data_time: 0.005, memory: 6454, top1_acc: 0.6438, top5_acc: 0.8277, loss_cls: 1.5179, loss: 1.5179, grad_norm: 5.8218 2021-07-14 05:18:04,764 - mmaction - INFO - Epoch [230][60/1879] lr: 2.720e-03, eta: 12:15:09, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.6551, top5_acc: 0.8391, loss_cls: 1.4339, loss: 1.4339, grad_norm: 5.6603 2021-07-14 05:18:21,414 - mmaction - INFO - Epoch [230][80/1879] lr: 2.720e-03, eta: 12:14:52, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.6324, top5_acc: 0.8234, loss_cls: 1.5484, loss: 1.5484, grad_norm: 6.0223 2021-07-14 05:18:38,153 - mmaction - INFO - Epoch [230][100/1879] lr: 2.720e-03, eta: 12:14:34, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.6250, top5_acc: 0.8258, loss_cls: 1.5378, loss: 1.5378, grad_norm: 6.0333 2021-07-14 05:18:54,920 - mmaction - INFO - Epoch [230][120/1879] lr: 2.720e-03, eta: 12:14:17, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.6438, top5_acc: 0.8352, loss_cls: 1.4881, loss: 1.4881, grad_norm: 5.8076 2021-07-14 05:19:11,540 - mmaction - INFO - Epoch [230][140/1879] lr: 2.720e-03, eta: 12:13:59, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.6430, top5_acc: 0.8313, loss_cls: 1.5096, loss: 1.5096, grad_norm: 5.8218 2021-07-14 05:19:28,359 - mmaction - INFO - Epoch [230][160/1879] lr: 2.720e-03, eta: 12:13:41, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6418, top5_acc: 0.8348, loss_cls: 1.5126, loss: 1.5126, grad_norm: 5.9287 2021-07-14 05:19:45,510 - mmaction - INFO - Epoch [230][180/1879] lr: 2.720e-03, eta: 12:13:24, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6543, top5_acc: 0.8395, loss_cls: 1.4800, loss: 1.4800, grad_norm: 5.8497 2021-07-14 05:20:02,372 - mmaction - INFO - Epoch [230][200/1879] lr: 2.720e-03, eta: 12:13:06, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6340, top5_acc: 0.8289, loss_cls: 1.5649, loss: 1.5649, grad_norm: 6.0588 2021-07-14 05:20:19,111 - mmaction - INFO - Epoch [230][220/1879] lr: 2.720e-03, eta: 12:12:49, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.6492, top5_acc: 0.8328, loss_cls: 1.4952, loss: 1.4952, grad_norm: 5.8661 2021-07-14 05:20:36,179 - mmaction - INFO - Epoch [230][240/1879] lr: 2.720e-03, eta: 12:12:31, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6523, top5_acc: 0.8266, loss_cls: 1.5470, loss: 1.5470, grad_norm: 5.9365 2021-07-14 05:20:53,084 - mmaction - INFO - Epoch [230][260/1879] lr: 2.720e-03, eta: 12:12:14, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6430, top5_acc: 0.8313, loss_cls: 1.5045, loss: 1.5045, grad_norm: 5.9501 2021-07-14 05:21:10,256 - mmaction - INFO - Epoch [230][280/1879] lr: 2.720e-03, eta: 12:11:56, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8391, loss_cls: 1.4613, loss: 1.4613, grad_norm: 5.8074 2021-07-14 05:21:26,977 - mmaction - INFO - Epoch [230][300/1879] lr: 2.720e-03, eta: 12:11:39, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.6434, top5_acc: 0.8320, loss_cls: 1.5107, loss: 1.5107, grad_norm: 5.9875 2021-07-14 05:21:43,987 - mmaction - INFO - Epoch [230][320/1879] lr: 2.720e-03, eta: 12:11:21, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8352, loss_cls: 1.4722, loss: 1.4722, grad_norm: 5.7807 2021-07-14 05:22:00,983 - mmaction - INFO - Epoch [230][340/1879] lr: 2.720e-03, eta: 12:11:04, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6535, top5_acc: 0.8402, loss_cls: 1.4881, loss: 1.4881, grad_norm: 5.8171 2021-07-14 05:22:17,847 - mmaction - INFO - Epoch [230][360/1879] lr: 2.720e-03, eta: 12:10:46, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6602, top5_acc: 0.8414, loss_cls: 1.4560, loss: 1.4560, grad_norm: 5.8062 2021-07-14 05:22:35,056 - mmaction - INFO - Epoch [230][380/1879] lr: 2.720e-03, eta: 12:10:29, time: 0.858, data_time: 0.002, memory: 6454, top1_acc: 0.6461, top5_acc: 0.8340, loss_cls: 1.5398, loss: 1.5398, grad_norm: 6.0248 2021-07-14 05:22:51,933 - mmaction - INFO - Epoch [230][400/1879] lr: 2.720e-03, eta: 12:10:11, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6332, top5_acc: 0.8254, loss_cls: 1.5697, loss: 1.5697, grad_norm: 5.9099 2021-07-14 05:23:08,791 - mmaction - INFO - Epoch [230][420/1879] lr: 2.720e-03, eta: 12:09:53, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.6484, top5_acc: 0.8449, loss_cls: 1.4767, loss: 1.4767, grad_norm: 5.9460 2021-07-14 05:23:25,733 - mmaction - INFO - Epoch [230][440/1879] lr: 2.720e-03, eta: 12:09:36, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6414, top5_acc: 0.8441, loss_cls: 1.4574, loss: 1.4574, grad_norm: 5.9783 2021-07-14 05:23:42,587 - mmaction - INFO - Epoch [230][460/1879] lr: 2.720e-03, eta: 12:09:18, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6340, top5_acc: 0.8238, loss_cls: 1.5628, loss: 1.5628, grad_norm: 5.8614 2021-07-14 05:23:59,272 - mmaction - INFO - Epoch [230][480/1879] lr: 2.720e-03, eta: 12:09:01, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8309, loss_cls: 1.4865, loss: 1.4865, grad_norm: 5.9341 2021-07-14 05:24:16,056 - mmaction - INFO - Epoch [230][500/1879] lr: 2.720e-03, eta: 12:08:43, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.6516, top5_acc: 0.8434, loss_cls: 1.4588, loss: 1.4588, grad_norm: 5.9337 2021-07-14 05:24:33,144 - mmaction - INFO - Epoch [230][520/1879] lr: 2.720e-03, eta: 12:08:26, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8441, loss_cls: 1.4308, loss: 1.4308, grad_norm: 5.7264 2021-07-14 05:24:49,806 - mmaction - INFO - Epoch [230][540/1879] lr: 2.720e-03, eta: 12:08:08, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8242, loss_cls: 1.5791, loss: 1.5791, grad_norm: 6.0089 2021-07-14 05:25:06,927 - mmaction - INFO - Epoch [230][560/1879] lr: 2.720e-03, eta: 12:07:50, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6441, top5_acc: 0.8250, loss_cls: 1.5166, loss: 1.5166, grad_norm: 5.9267 2021-07-14 05:25:23,856 - mmaction - INFO - Epoch [230][580/1879] lr: 2.720e-03, eta: 12:07:33, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6531, top5_acc: 0.8434, loss_cls: 1.4491, loss: 1.4491, grad_norm: 5.7075 2021-07-14 05:25:40,766 - mmaction - INFO - Epoch [230][600/1879] lr: 2.720e-03, eta: 12:07:15, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.6430, top5_acc: 0.8258, loss_cls: 1.5466, loss: 1.5466, grad_norm: 5.8537 2021-07-14 05:25:57,514 - mmaction - INFO - Epoch [230][620/1879] lr: 2.720e-03, eta: 12:06:58, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8258, loss_cls: 1.5218, loss: 1.5218, grad_norm: 5.9453 2021-07-14 05:26:14,352 - mmaction - INFO - Epoch [230][640/1879] lr: 2.720e-03, eta: 12:06:40, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6699, top5_acc: 0.8590, loss_cls: 1.3712, loss: 1.3712, grad_norm: 5.6916 2021-07-14 05:26:31,282 - mmaction - INFO - Epoch [230][660/1879] lr: 2.720e-03, eta: 12:06:23, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6289, top5_acc: 0.8199, loss_cls: 1.5933, loss: 1.5933, grad_norm: 5.9572 2021-07-14 05:26:48,095 - mmaction - INFO - Epoch [230][680/1879] lr: 2.720e-03, eta: 12:06:05, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.6586, top5_acc: 0.8391, loss_cls: 1.4429, loss: 1.4429, grad_norm: 5.7006 2021-07-14 05:27:05,234 - mmaction - INFO - Epoch [230][700/1879] lr: 2.720e-03, eta: 12:05:48, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6375, top5_acc: 0.8273, loss_cls: 1.5313, loss: 1.5313, grad_norm: 6.0087 2021-07-14 05:27:22,257 - mmaction - INFO - Epoch [230][720/1879] lr: 2.720e-03, eta: 12:05:30, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8285, loss_cls: 1.5113, loss: 1.5113, grad_norm: 5.8468 2021-07-14 05:27:39,105 - mmaction - INFO - Epoch [230][740/1879] lr: 2.720e-03, eta: 12:05:13, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6473, top5_acc: 0.8316, loss_cls: 1.4740, loss: 1.4740, grad_norm: 5.7905 2021-07-14 05:27:55,904 - mmaction - INFO - Epoch [230][760/1879] lr: 2.720e-03, eta: 12:04:55, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8352, loss_cls: 1.4626, loss: 1.4626, grad_norm: 5.8511 2021-07-14 05:28:12,862 - mmaction - INFO - Epoch [230][780/1879] lr: 2.720e-03, eta: 12:04:37, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8336, loss_cls: 1.5505, loss: 1.5505, grad_norm: 6.0617 2021-07-14 05:28:29,450 - mmaction - INFO - Epoch [230][800/1879] lr: 2.720e-03, eta: 12:04:20, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8355, loss_cls: 1.4869, loss: 1.4869, grad_norm: 5.8172 2021-07-14 05:28:46,364 - mmaction - INFO - Epoch [230][820/1879] lr: 2.720e-03, eta: 12:04:02, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6516, top5_acc: 0.8348, loss_cls: 1.4981, loss: 1.4981, grad_norm: 5.8808 2021-07-14 05:29:03,279 - mmaction - INFO - Epoch [230][840/1879] lr: 2.720e-03, eta: 12:03:45, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8453, loss_cls: 1.4647, loss: 1.4647, grad_norm: 5.7643 2021-07-14 05:29:20,254 - mmaction - INFO - Epoch [230][860/1879] lr: 2.720e-03, eta: 12:03:27, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6453, top5_acc: 0.8293, loss_cls: 1.5168, loss: 1.5168, grad_norm: 5.8745 2021-07-14 05:29:37,243 - mmaction - INFO - Epoch [230][880/1879] lr: 2.720e-03, eta: 12:03:10, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6434, top5_acc: 0.8316, loss_cls: 1.5294, loss: 1.5294, grad_norm: 5.9260 2021-07-14 05:29:54,108 - mmaction - INFO - Epoch [230][900/1879] lr: 2.720e-03, eta: 12:02:52, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6559, top5_acc: 0.8266, loss_cls: 1.4986, loss: 1.4986, grad_norm: 5.8694 2021-07-14 05:30:10,898 - mmaction - INFO - Epoch [230][920/1879] lr: 2.720e-03, eta: 12:02:34, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6391, top5_acc: 0.8316, loss_cls: 1.5192, loss: 1.5192, grad_norm: 5.9135 2021-07-14 05:30:27,913 - mmaction - INFO - Epoch [230][940/1879] lr: 2.720e-03, eta: 12:02:17, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6480, top5_acc: 0.8336, loss_cls: 1.5444, loss: 1.5444, grad_norm: 5.8601 2021-07-14 05:30:44,746 - mmaction - INFO - Epoch [230][960/1879] lr: 2.720e-03, eta: 12:01:59, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6457, top5_acc: 0.8289, loss_cls: 1.5250, loss: 1.5250, grad_norm: 5.7940 2021-07-14 05:31:01,631 - mmaction - INFO - Epoch [230][980/1879] lr: 2.720e-03, eta: 12:01:42, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6430, top5_acc: 0.8332, loss_cls: 1.5056, loss: 1.5056, grad_norm: 6.0237 2021-07-14 05:31:18,497 - mmaction - INFO - Epoch [230][1000/1879] lr: 2.720e-03, eta: 12:01:24, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.6438, top5_acc: 0.8367, loss_cls: 1.5132, loss: 1.5132, grad_norm: 5.8480 2021-07-14 05:31:35,582 - mmaction - INFO - Epoch [230][1020/1879] lr: 2.720e-03, eta: 12:01:07, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8309, loss_cls: 1.5205, loss: 1.5205, grad_norm: 6.1031 2021-07-14 05:31:52,550 - mmaction - INFO - Epoch [230][1040/1879] lr: 2.720e-03, eta: 12:00:49, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6523, top5_acc: 0.8402, loss_cls: 1.4906, loss: 1.4906, grad_norm: 5.9369 2021-07-14 05:32:09,164 - mmaction - INFO - Epoch [230][1060/1879] lr: 2.720e-03, eta: 12:00:32, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8410, loss_cls: 1.4845, loss: 1.4845, grad_norm: 6.1352 2021-07-14 05:32:25,802 - mmaction - INFO - Epoch [230][1080/1879] lr: 2.720e-03, eta: 12:00:14, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.6402, top5_acc: 0.8379, loss_cls: 1.4747, loss: 1.4747, grad_norm: 5.8452 2021-07-14 05:32:42,631 - mmaction - INFO - Epoch [230][1100/1879] lr: 2.720e-03, eta: 11:59:56, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8348, loss_cls: 1.4698, loss: 1.4698, grad_norm: 5.8342 2021-07-14 05:32:59,451 - mmaction - INFO - Epoch [230][1120/1879] lr: 2.720e-03, eta: 11:59:39, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.6398, top5_acc: 0.8332, loss_cls: 1.4964, loss: 1.4964, grad_norm: 5.9441 2021-07-14 05:33:16,225 - mmaction - INFO - Epoch [230][1140/1879] lr: 2.720e-03, eta: 11:59:21, time: 0.839, data_time: 0.007, memory: 6454, top1_acc: 0.6340, top5_acc: 0.8309, loss_cls: 1.5301, loss: 1.5301, grad_norm: 6.0139 2021-07-14 05:33:33,065 - mmaction - INFO - Epoch [230][1160/1879] lr: 2.720e-03, eta: 11:59:04, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8285, loss_cls: 1.5161, loss: 1.5161, grad_norm: 5.8981 2021-07-14 05:33:50,244 - mmaction - INFO - Epoch [230][1180/1879] lr: 2.720e-03, eta: 11:58:46, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6242, top5_acc: 0.8367, loss_cls: 1.5259, loss: 1.5259, grad_norm: 6.0192 2021-07-14 05:34:07,080 - mmaction - INFO - Epoch [230][1200/1879] lr: 2.720e-03, eta: 11:58:29, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6598, top5_acc: 0.8398, loss_cls: 1.4471, loss: 1.4471, grad_norm: 5.7214 2021-07-14 05:34:24,144 - mmaction - INFO - Epoch [230][1220/1879] lr: 2.720e-03, eta: 11:58:11, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6520, top5_acc: 0.8320, loss_cls: 1.4757, loss: 1.4757, grad_norm: 5.8614 2021-07-14 05:34:41,139 - mmaction - INFO - Epoch [230][1240/1879] lr: 2.720e-03, eta: 11:57:54, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6418, top5_acc: 0.8328, loss_cls: 1.5312, loss: 1.5312, grad_norm: 6.0180 2021-07-14 05:34:57,829 - mmaction - INFO - Epoch [230][1260/1879] lr: 2.720e-03, eta: 11:57:36, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.6379, top5_acc: 0.8508, loss_cls: 1.4831, loss: 1.4831, grad_norm: 5.9591 2021-07-14 05:35:14,667 - mmaction - INFO - Epoch [230][1280/1879] lr: 2.720e-03, eta: 11:57:18, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6637, top5_acc: 0.8418, loss_cls: 1.4197, loss: 1.4197, grad_norm: 5.8467 2021-07-14 05:35:31,837 - mmaction - INFO - Epoch [230][1300/1879] lr: 2.720e-03, eta: 11:57:01, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8293, loss_cls: 1.5463, loss: 1.5463, grad_norm: 6.0373 2021-07-14 05:35:48,548 - mmaction - INFO - Epoch [230][1320/1879] lr: 2.720e-03, eta: 11:56:43, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.6363, top5_acc: 0.8254, loss_cls: 1.5543, loss: 1.5543, grad_norm: 5.9662 2021-07-14 05:36:05,509 - mmaction - INFO - Epoch [230][1340/1879] lr: 2.720e-03, eta: 11:56:26, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6348, top5_acc: 0.8297, loss_cls: 1.5396, loss: 1.5396, grad_norm: 5.8774 2021-07-14 05:36:22,587 - mmaction - INFO - Epoch [230][1360/1879] lr: 2.720e-03, eta: 11:56:08, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.6520, top5_acc: 0.8273, loss_cls: 1.5009, loss: 1.5009, grad_norm: 5.8436 2021-07-14 05:36:39,191 - mmaction - INFO - Epoch [230][1380/1879] lr: 2.720e-03, eta: 11:55:51, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.6438, top5_acc: 0.8418, loss_cls: 1.4931, loss: 1.4931, grad_norm: 5.8189 2021-07-14 05:36:55,939 - mmaction - INFO - Epoch [230][1400/1879] lr: 2.720e-03, eta: 11:55:33, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6461, top5_acc: 0.8336, loss_cls: 1.5052, loss: 1.5052, grad_norm: 5.8994 2021-07-14 05:37:13,050 - mmaction - INFO - Epoch [230][1420/1879] lr: 2.720e-03, eta: 11:55:16, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8363, loss_cls: 1.4832, loss: 1.4832, grad_norm: 5.7381 2021-07-14 05:37:29,869 - mmaction - INFO - Epoch [230][1440/1879] lr: 2.720e-03, eta: 11:54:58, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.6410, top5_acc: 0.8324, loss_cls: 1.5075, loss: 1.5075, grad_norm: 5.8706 2021-07-14 05:37:46,695 - mmaction - INFO - Epoch [230][1460/1879] lr: 2.720e-03, eta: 11:54:41, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6531, top5_acc: 0.8285, loss_cls: 1.4744, loss: 1.4744, grad_norm: 5.9268 2021-07-14 05:38:03,721 - mmaction - INFO - Epoch [230][1480/1879] lr: 2.720e-03, eta: 11:54:23, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6527, top5_acc: 0.8500, loss_cls: 1.4431, loss: 1.4431, grad_norm: 5.8161 2021-07-14 05:38:20,523 - mmaction - INFO - Epoch [230][1500/1879] lr: 2.720e-03, eta: 11:54:05, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.6398, top5_acc: 0.8293, loss_cls: 1.5121, loss: 1.5121, grad_norm: 5.9758 2021-07-14 05:38:37,479 - mmaction - INFO - Epoch [230][1520/1879] lr: 2.720e-03, eta: 11:53:48, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6426, top5_acc: 0.8324, loss_cls: 1.5234, loss: 1.5234, grad_norm: 5.9201 2021-07-14 05:38:54,503 - mmaction - INFO - Epoch [230][1540/1879] lr: 2.720e-03, eta: 11:53:30, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6426, top5_acc: 0.8242, loss_cls: 1.5579, loss: 1.5579, grad_norm: 6.0733 2021-07-14 05:39:11,753 - mmaction - INFO - Epoch [230][1560/1879] lr: 2.720e-03, eta: 11:53:13, time: 0.863, data_time: 0.002, memory: 6454, top1_acc: 0.6590, top5_acc: 0.8355, loss_cls: 1.4339, loss: 1.4339, grad_norm: 5.8753 2021-07-14 05:39:28,783 - mmaction - INFO - Epoch [230][1580/1879] lr: 2.720e-03, eta: 11:52:55, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6500, top5_acc: 0.8355, loss_cls: 1.4611, loss: 1.4611, grad_norm: 5.8159 2021-07-14 05:39:45,946 - mmaction - INFO - Epoch [230][1600/1879] lr: 2.720e-03, eta: 11:52:38, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8371, loss_cls: 1.4535, loss: 1.4535, grad_norm: 5.9182 2021-07-14 05:40:02,710 - mmaction - INFO - Epoch [230][1620/1879] lr: 2.720e-03, eta: 11:52:20, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.6500, top5_acc: 0.8438, loss_cls: 1.4895, loss: 1.4895, grad_norm: 5.9410 2021-07-14 05:40:19,375 - mmaction - INFO - Epoch [230][1640/1879] lr: 2.720e-03, eta: 11:52:03, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.6578, top5_acc: 0.8410, loss_cls: 1.4734, loss: 1.4734, grad_norm: 5.8560 2021-07-14 05:40:36,443 - mmaction - INFO - Epoch [230][1660/1879] lr: 2.720e-03, eta: 11:51:45, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6523, top5_acc: 0.8402, loss_cls: 1.4817, loss: 1.4817, grad_norm: 5.9564 2021-07-14 05:40:53,305 - mmaction - INFO - Epoch [230][1680/1879] lr: 2.720e-03, eta: 11:51:28, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8352, loss_cls: 1.4459, loss: 1.4459, grad_norm: 5.7957 2021-07-14 05:41:10,444 - mmaction - INFO - Epoch [230][1700/1879] lr: 2.720e-03, eta: 11:51:10, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6402, top5_acc: 0.8332, loss_cls: 1.5188, loss: 1.5188, grad_norm: 5.9231 2021-07-14 05:41:27,490 - mmaction - INFO - Epoch [230][1720/1879] lr: 2.720e-03, eta: 11:50:53, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6379, top5_acc: 0.8305, loss_cls: 1.5227, loss: 1.5227, grad_norm: 5.9837 2021-07-14 05:41:44,441 - mmaction - INFO - Epoch [230][1740/1879] lr: 2.720e-03, eta: 11:50:35, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6371, top5_acc: 0.8340, loss_cls: 1.5233, loss: 1.5233, grad_norm: 5.9790 2021-07-14 05:42:01,285 - mmaction - INFO - Epoch [230][1760/1879] lr: 2.720e-03, eta: 11:50:18, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6422, top5_acc: 0.8344, loss_cls: 1.4835, loss: 1.4835, grad_norm: 5.9520 2021-07-14 05:42:18,150 - mmaction - INFO - Epoch [230][1780/1879] lr: 2.720e-03, eta: 11:50:00, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6500, top5_acc: 0.8352, loss_cls: 1.4643, loss: 1.4643, grad_norm: 5.8958 2021-07-14 05:42:35,052 - mmaction - INFO - Epoch [230][1800/1879] lr: 2.720e-03, eta: 11:49:43, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6320, top5_acc: 0.8262, loss_cls: 1.5693, loss: 1.5693, grad_norm: 5.9753 2021-07-14 05:42:51,964 - mmaction - INFO - Epoch [230][1820/1879] lr: 2.720e-03, eta: 11:49:25, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6438, top5_acc: 0.8355, loss_cls: 1.5013, loss: 1.5013, grad_norm: 5.9645 2021-07-14 05:43:08,879 - mmaction - INFO - Epoch [230][1840/1879] lr: 2.720e-03, eta: 11:49:07, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6340, top5_acc: 0.8344, loss_cls: 1.5399, loss: 1.5399, grad_norm: 5.9697 2021-07-14 05:43:25,680 - mmaction - INFO - Epoch [230][1860/1879] lr: 2.720e-03, eta: 11:48:50, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6289, top5_acc: 0.8180, loss_cls: 1.5764, loss: 1.5764, grad_norm: 6.1256 2021-07-14 05:46:38,316 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-14 05:46:39,106 - mmaction - INFO - top1_acc 0.6665 top5_acc 0.8673 2021-07-14 05:46:39,106 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-14 05:46:39,135 - mmaction - INFO - mean_acc 0.6665 2021-07-14 05:46:39,800 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_230.pth. 2021-07-14 05:46:39,800 - mmaction - INFO - Best top1_acc is 0.6665 at 230 epoch. 2021-07-14 05:46:39,813 - mmaction - INFO - Epoch(val) [230][155] top1_acc: 0.6665, top5_acc: 0.8673, mean_class_accuracy: 0.6665 2021-07-14 05:47:33,584 - mmaction - INFO - Epoch [231][20/1879] lr: 2.524e-03, eta: 11:48:21, time: 2.687, data_time: 1.637, memory: 6454, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4771, loss: 1.4771, grad_norm: 5.8463 2021-07-14 05:47:50,254 - mmaction - INFO - Epoch [231][40/1879] lr: 2.524e-03, eta: 11:48:04, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.6570, top5_acc: 0.8391, loss_cls: 1.4824, loss: 1.4824, grad_norm: 5.9964 2021-07-14 05:48:06,825 - mmaction - INFO - Epoch [231][60/1879] lr: 2.524e-03, eta: 11:47:46, time: 0.828, data_time: 0.006, memory: 6454, top1_acc: 0.6555, top5_acc: 0.8477, loss_cls: 1.4260, loss: 1.4260, grad_norm: 5.7665 2021-07-14 05:48:23,705 - mmaction - INFO - Epoch [231][80/1879] lr: 2.524e-03, eta: 11:47:29, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6566, top5_acc: 0.8523, loss_cls: 1.3919, loss: 1.3919, grad_norm: 5.8943 2021-07-14 05:48:40,615 - mmaction - INFO - Epoch [231][100/1879] lr: 2.524e-03, eta: 11:47:11, time: 0.844, data_time: 0.007, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8504, loss_cls: 1.4156, loss: 1.4156, grad_norm: 5.7056 2021-07-14 05:48:57,169 - mmaction - INFO - Epoch [231][120/1879] lr: 2.524e-03, eta: 11:46:53, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.6531, top5_acc: 0.8336, loss_cls: 1.4699, loss: 1.4699, grad_norm: 5.8338 2021-07-14 05:49:14,111 - mmaction - INFO - Epoch [231][140/1879] lr: 2.524e-03, eta: 11:46:36, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6402, top5_acc: 0.8324, loss_cls: 1.5014, loss: 1.5014, grad_norm: 6.0367 2021-07-14 05:49:30,821 - mmaction - INFO - Epoch [231][160/1879] lr: 2.524e-03, eta: 11:46:18, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8273, loss_cls: 1.5038, loss: 1.5038, grad_norm: 5.7611 2021-07-14 05:49:47,775 - mmaction - INFO - Epoch [231][180/1879] lr: 2.524e-03, eta: 11:46:01, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8316, loss_cls: 1.5033, loss: 1.5033, grad_norm: 5.9205 2021-07-14 05:50:04,617 - mmaction - INFO - Epoch [231][200/1879] lr: 2.524e-03, eta: 11:45:43, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6414, top5_acc: 0.8445, loss_cls: 1.4502, loss: 1.4502, grad_norm: 5.7752 2021-07-14 05:50:21,545 - mmaction - INFO - Epoch [231][220/1879] lr: 2.524e-03, eta: 11:45:26, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6355, top5_acc: 0.8223, loss_cls: 1.5435, loss: 1.5435, grad_norm: 5.9029 2021-07-14 05:50:38,453 - mmaction - INFO - Epoch [231][240/1879] lr: 2.524e-03, eta: 11:45:08, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6562, top5_acc: 0.8406, loss_cls: 1.4802, loss: 1.4802, grad_norm: 5.8795 2021-07-14 05:50:55,454 - mmaction - INFO - Epoch [231][260/1879] lr: 2.524e-03, eta: 11:44:51, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6457, top5_acc: 0.8309, loss_cls: 1.5393, loss: 1.5393, grad_norm: 5.9775 2021-07-14 05:51:12,083 - mmaction - INFO - Epoch [231][280/1879] lr: 2.524e-03, eta: 11:44:33, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.6473, top5_acc: 0.8457, loss_cls: 1.4739, loss: 1.4739, grad_norm: 5.9917 2021-07-14 05:51:28,790 - mmaction - INFO - Epoch [231][300/1879] lr: 2.524e-03, eta: 11:44:15, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8453, loss_cls: 1.4306, loss: 1.4306, grad_norm: 5.8856 2021-07-14 05:51:45,938 - mmaction - INFO - Epoch [231][320/1879] lr: 2.524e-03, eta: 11:43:58, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.6418, top5_acc: 0.8313, loss_cls: 1.5054, loss: 1.5054, grad_norm: 6.0071 2021-07-14 05:52:02,874 - mmaction - INFO - Epoch [231][340/1879] lr: 2.524e-03, eta: 11:43:40, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.6430, top5_acc: 0.8262, loss_cls: 1.5036, loss: 1.5036, grad_norm: 5.7059 2021-07-14 05:52:19,589 - mmaction - INFO - Epoch [231][360/1879] lr: 2.524e-03, eta: 11:43:23, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.6406, top5_acc: 0.8367, loss_cls: 1.5009, loss: 1.5009, grad_norm: 5.9994 2021-07-14 05:52:36,240 - mmaction - INFO - Epoch [231][380/1879] lr: 2.524e-03, eta: 11:43:05, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8387, loss_cls: 1.4797, loss: 1.4797, grad_norm: 6.0416 2021-07-14 05:52:53,340 - mmaction - INFO - Epoch [231][400/1879] lr: 2.524e-03, eta: 11:42:48, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6492, top5_acc: 0.8383, loss_cls: 1.4747, loss: 1.4747, grad_norm: 5.8853 2021-07-14 05:53:10,095 - mmaction - INFO - Epoch [231][420/1879] lr: 2.524e-03, eta: 11:42:30, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.6348, top5_acc: 0.8332, loss_cls: 1.4989, loss: 1.4989, grad_norm: 6.0161 2021-07-14 05:53:27,261 - mmaction - INFO - Epoch [231][440/1879] lr: 2.524e-03, eta: 11:42:13, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8289, loss_cls: 1.5447, loss: 1.5447, grad_norm: 6.0495 2021-07-14 05:53:44,092 - mmaction - INFO - Epoch [231][460/1879] lr: 2.524e-03, eta: 11:41:55, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.6578, top5_acc: 0.8402, loss_cls: 1.4427, loss: 1.4427, grad_norm: 5.8637 2021-07-14 05:54:00,529 - mmaction - INFO - Epoch [231][480/1879] lr: 2.524e-03, eta: 11:41:37, time: 0.824, data_time: 0.005, memory: 6454, top1_acc: 0.6527, top5_acc: 0.8246, loss_cls: 1.5216, loss: 1.5216, grad_norm: 5.7742 2021-07-14 05:54:17,488 - mmaction - INFO - Epoch [231][500/1879] lr: 2.524e-03, eta: 11:41:20, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6520, top5_acc: 0.8410, loss_cls: 1.4831, loss: 1.4831, grad_norm: 5.9113 2021-07-14 05:54:34,578 - mmaction - INFO - Epoch [231][520/1879] lr: 2.524e-03, eta: 11:41:02, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6445, top5_acc: 0.8289, loss_cls: 1.5248, loss: 1.5248, grad_norm: 6.0179 2021-07-14 05:54:51,267 - mmaction - INFO - Epoch [231][540/1879] lr: 2.524e-03, eta: 11:40:45, time: 0.841, data_time: 0.007, memory: 6454, top1_acc: 0.6566, top5_acc: 0.8402, loss_cls: 1.4381, loss: 1.4381, grad_norm: 5.8885 2021-07-14 05:55:08,279 - mmaction - INFO - Epoch [231][560/1879] lr: 2.524e-03, eta: 11:40:27, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6480, top5_acc: 0.8371, loss_cls: 1.4714, loss: 1.4714, grad_norm: 5.8163 2021-07-14 05:55:24,890 - mmaction - INFO - Epoch [231][580/1879] lr: 2.524e-03, eta: 11:40:10, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.6512, top5_acc: 0.8352, loss_cls: 1.4655, loss: 1.4655, grad_norm: 5.9142 2021-07-14 05:55:41,594 - mmaction - INFO - Epoch [231][600/1879] lr: 2.524e-03, eta: 11:39:52, time: 0.833, data_time: 0.007, memory: 6454, top1_acc: 0.6480, top5_acc: 0.8336, loss_cls: 1.4488, loss: 1.4488, grad_norm: 5.8437 2021-07-14 05:55:58,524 - mmaction - INFO - Epoch [231][620/1879] lr: 2.524e-03, eta: 11:39:35, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6543, top5_acc: 0.8305, loss_cls: 1.4956, loss: 1.4956, grad_norm: 5.9084 2021-07-14 05:56:14,946 - mmaction - INFO - Epoch [231][640/1879] lr: 2.524e-03, eta: 11:39:17, time: 0.820, data_time: 0.002, memory: 6454, top1_acc: 0.6562, top5_acc: 0.8352, loss_cls: 1.4611, loss: 1.4611, grad_norm: 5.8831 2021-07-14 05:56:32,140 - mmaction - INFO - Epoch [231][660/1879] lr: 2.524e-03, eta: 11:38:59, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8551, loss_cls: 1.4093, loss: 1.4093, grad_norm: 5.8221 2021-07-14 05:56:49,110 - mmaction - INFO - Epoch [231][680/1879] lr: 2.524e-03, eta: 11:38:42, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6496, top5_acc: 0.8266, loss_cls: 1.5269, loss: 1.5269, grad_norm: 5.9856 2021-07-14 05:57:06,075 - mmaction - INFO - Epoch [231][700/1879] lr: 2.524e-03, eta: 11:38:24, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.6531, top5_acc: 0.8301, loss_cls: 1.5029, loss: 1.5029, grad_norm: 5.9446 2021-07-14 05:57:22,941 - mmaction - INFO - Epoch [231][720/1879] lr: 2.524e-03, eta: 11:38:07, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8352, loss_cls: 1.4555, loss: 1.4555, grad_norm: 5.8935 2021-07-14 05:57:39,936 - mmaction - INFO - Epoch [231][740/1879] lr: 2.524e-03, eta: 11:37:49, time: 0.850, data_time: 0.007, memory: 6454, top1_acc: 0.6719, top5_acc: 0.8465, loss_cls: 1.4111, loss: 1.4111, grad_norm: 5.8015 2021-07-14 05:57:56,996 - mmaction - INFO - Epoch [231][760/1879] lr: 2.524e-03, eta: 11:37:32, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6410, top5_acc: 0.8289, loss_cls: 1.5186, loss: 1.5186, grad_norm: 6.0294 2021-07-14 05:58:13,673 - mmaction - INFO - Epoch [231][780/1879] lr: 2.524e-03, eta: 11:37:14, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8293, loss_cls: 1.4972, loss: 1.4972, grad_norm: 6.1204 2021-07-14 05:58:30,652 - mmaction - INFO - Epoch [231][800/1879] lr: 2.524e-03, eta: 11:36:57, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6480, top5_acc: 0.8375, loss_cls: 1.5053, loss: 1.5053, grad_norm: 5.9366 2021-07-14 05:58:47,206 - mmaction - INFO - Epoch [231][820/1879] lr: 2.524e-03, eta: 11:36:39, time: 0.829, data_time: 0.005, memory: 6454, top1_acc: 0.6500, top5_acc: 0.8391, loss_cls: 1.4499, loss: 1.4499, grad_norm: 5.9495 2021-07-14 05:59:04,431 - mmaction - INFO - Epoch [231][840/1879] lr: 2.524e-03, eta: 11:36:22, time: 0.861, data_time: 0.001, memory: 6454, top1_acc: 0.6527, top5_acc: 0.8398, loss_cls: 1.5118, loss: 1.5118, grad_norm: 6.0487 2021-07-14 05:59:21,273 - mmaction - INFO - Epoch [231][860/1879] lr: 2.524e-03, eta: 11:36:04, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.6539, top5_acc: 0.8336, loss_cls: 1.4696, loss: 1.4696, grad_norm: 5.8876 2021-07-14 05:59:38,233 - mmaction - INFO - Epoch [231][880/1879] lr: 2.524e-03, eta: 11:35:46, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6531, top5_acc: 0.8449, loss_cls: 1.4312, loss: 1.4312, grad_norm: 5.8942 2021-07-14 05:59:55,179 - mmaction - INFO - Epoch [231][900/1879] lr: 2.524e-03, eta: 11:35:29, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6605, top5_acc: 0.8352, loss_cls: 1.4617, loss: 1.4617, grad_norm: 5.9531 2021-07-14 06:00:18,748 - mmaction - INFO - Epoch [231][920/1879] lr: 2.524e-03, eta: 11:35:13, time: 1.170, data_time: 0.002, memory: 6454, top1_acc: 0.6473, top5_acc: 0.8301, loss_cls: 1.4990, loss: 1.4990, grad_norm: 6.0579 2021-07-14 06:00:35,666 - mmaction - INFO - Epoch [231][940/1879] lr: 2.524e-03, eta: 11:34:56, time: 0.852, data_time: 0.019, memory: 6454, top1_acc: 0.6469, top5_acc: 0.8270, loss_cls: 1.5130, loss: 1.5130, grad_norm: 6.0221 2021-07-14 06:00:52,861 - mmaction - INFO - Epoch [231][960/1879] lr: 2.524e-03, eta: 11:34:38, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8277, loss_cls: 1.5169, loss: 1.5169, grad_norm: 6.0130 2021-07-14 06:01:09,455 - mmaction - INFO - Epoch [231][980/1879] lr: 2.524e-03, eta: 11:34:21, time: 0.830, data_time: 0.007, memory: 6454, top1_acc: 0.6562, top5_acc: 0.8359, loss_cls: 1.4758, loss: 1.4758, grad_norm: 6.0227 2021-07-14 06:01:26,360 - mmaction - INFO - Epoch [231][1000/1879] lr: 2.524e-03, eta: 11:34:03, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8316, loss_cls: 1.5194, loss: 1.5194, grad_norm: 6.1039 2021-07-14 06:01:43,037 - mmaction - INFO - Epoch [231][1020/1879] lr: 2.524e-03, eta: 11:33:45, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8301, loss_cls: 1.5013, loss: 1.5013, grad_norm: 6.1219 2021-07-14 06:02:00,172 - mmaction - INFO - Epoch [231][1040/1879] lr: 2.524e-03, eta: 11:33:28, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.6379, top5_acc: 0.8324, loss_cls: 1.5360, loss: 1.5360, grad_norm: 6.1760 2021-07-14 06:02:17,438 - mmaction - INFO - Epoch [231][1060/1879] lr: 2.524e-03, eta: 11:33:11, time: 0.861, data_time: 0.003, memory: 6454, top1_acc: 0.6508, top5_acc: 0.8297, loss_cls: 1.5169, loss: 1.5169, grad_norm: 5.8504 2021-07-14 06:02:34,514 - mmaction - INFO - Epoch [231][1080/1879] lr: 2.524e-03, eta: 11:32:53, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6453, top5_acc: 0.8336, loss_cls: 1.5033, loss: 1.5033, grad_norm: 6.0168 2021-07-14 06:02:51,350 - mmaction - INFO - Epoch [231][1100/1879] lr: 2.524e-03, eta: 11:32:35, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.6461, top5_acc: 0.8305, loss_cls: 1.5131, loss: 1.5131, grad_norm: 6.0514 2021-07-14 06:03:08,400 - mmaction - INFO - Epoch [231][1120/1879] lr: 2.524e-03, eta: 11:32:18, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8352, loss_cls: 1.5044, loss: 1.5044, grad_norm: 6.1123 2021-07-14 06:03:25,557 - mmaction - INFO - Epoch [231][1140/1879] lr: 2.524e-03, eta: 11:32:01, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.6410, top5_acc: 0.8367, loss_cls: 1.4935, loss: 1.4935, grad_norm: 5.9775 2021-07-14 06:03:42,239 - mmaction - INFO - Epoch [231][1160/1879] lr: 2.524e-03, eta: 11:31:43, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.6500, top5_acc: 0.8340, loss_cls: 1.4795, loss: 1.4795, grad_norm: 6.1008 2021-07-14 06:03:59,119 - mmaction - INFO - Epoch [231][1180/1879] lr: 2.524e-03, eta: 11:31:25, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6465, top5_acc: 0.8336, loss_cls: 1.5142, loss: 1.5142, grad_norm: 6.1210 2021-07-14 06:04:15,754 - mmaction - INFO - Epoch [231][1200/1879] lr: 2.524e-03, eta: 11:31:08, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.6242, top5_acc: 0.8164, loss_cls: 1.5952, loss: 1.5952, grad_norm: 6.2177 2021-07-14 06:04:32,372 - mmaction - INFO - Epoch [231][1220/1879] lr: 2.524e-03, eta: 11:30:50, time: 0.830, data_time: 0.005, memory: 6454, top1_acc: 0.6605, top5_acc: 0.8488, loss_cls: 1.4280, loss: 1.4280, grad_norm: 5.7842 2021-07-14 06:04:49,110 - mmaction - INFO - Epoch [231][1240/1879] lr: 2.524e-03, eta: 11:30:33, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6512, top5_acc: 0.8371, loss_cls: 1.4684, loss: 1.4684, grad_norm: 5.8807 2021-07-14 06:05:05,961 - mmaction - INFO - Epoch [231][1260/1879] lr: 2.524e-03, eta: 11:30:15, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6465, top5_acc: 0.8426, loss_cls: 1.4986, loss: 1.4986, grad_norm: 5.8913 2021-07-14 06:05:22,928 - mmaction - INFO - Epoch [231][1280/1879] lr: 2.524e-03, eta: 11:29:58, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8379, loss_cls: 1.4162, loss: 1.4162, grad_norm: 5.8595 2021-07-14 06:05:39,934 - mmaction - INFO - Epoch [231][1300/1879] lr: 2.524e-03, eta: 11:29:40, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6523, top5_acc: 0.8273, loss_cls: 1.5145, loss: 1.5145, grad_norm: 6.0044 2021-07-14 06:05:56,886 - mmaction - INFO - Epoch [231][1320/1879] lr: 2.524e-03, eta: 11:29:22, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6656, top5_acc: 0.8410, loss_cls: 1.4272, loss: 1.4272, grad_norm: 6.0362 2021-07-14 06:06:13,775 - mmaction - INFO - Epoch [231][1340/1879] lr: 2.524e-03, eta: 11:29:05, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6426, top5_acc: 0.8324, loss_cls: 1.5081, loss: 1.5081, grad_norm: 6.1246 2021-07-14 06:06:30,619 - mmaction - INFO - Epoch [231][1360/1879] lr: 2.524e-03, eta: 11:28:47, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8363, loss_cls: 1.4624, loss: 1.4624, grad_norm: 5.9685 2021-07-14 06:06:47,668 - mmaction - INFO - Epoch [231][1380/1879] lr: 2.524e-03, eta: 11:28:30, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6379, top5_acc: 0.8309, loss_cls: 1.5304, loss: 1.5304, grad_norm: 6.0961 2021-07-14 06:07:04,664 - mmaction - INFO - Epoch [231][1400/1879] lr: 2.524e-03, eta: 11:28:12, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6324, top5_acc: 0.8203, loss_cls: 1.5880, loss: 1.5880, grad_norm: 6.0630 2021-07-14 06:07:21,282 - mmaction - INFO - Epoch [231][1420/1879] lr: 2.524e-03, eta: 11:27:55, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.6617, top5_acc: 0.8297, loss_cls: 1.4704, loss: 1.4704, grad_norm: 5.9374 2021-07-14 06:07:38,393 - mmaction - INFO - Epoch [231][1440/1879] lr: 2.524e-03, eta: 11:27:37, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6457, top5_acc: 0.8406, loss_cls: 1.4662, loss: 1.4662, grad_norm: 5.9421 2021-07-14 06:07:55,627 - mmaction - INFO - Epoch [231][1460/1879] lr: 2.524e-03, eta: 11:27:20, time: 0.863, data_time: 0.004, memory: 6454, top1_acc: 0.6508, top5_acc: 0.8227, loss_cls: 1.5385, loss: 1.5385, grad_norm: 5.9964 2021-07-14 06:08:12,766 - mmaction - INFO - Epoch [231][1480/1879] lr: 2.524e-03, eta: 11:27:02, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6527, top5_acc: 0.8281, loss_cls: 1.5377, loss: 1.5377, grad_norm: 6.0706 2021-07-14 06:08:29,757 - mmaction - INFO - Epoch [231][1500/1879] lr: 2.524e-03, eta: 11:26:45, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8398, loss_cls: 1.4703, loss: 1.4703, grad_norm: 5.9593 2021-07-14 06:08:46,800 - mmaction - INFO - Epoch [231][1520/1879] lr: 2.524e-03, eta: 11:26:27, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6484, top5_acc: 0.8328, loss_cls: 1.5079, loss: 1.5079, grad_norm: 6.0391 2021-07-14 06:09:03,779 - mmaction - INFO - Epoch [231][1540/1879] lr: 2.524e-03, eta: 11:26:10, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8391, loss_cls: 1.4660, loss: 1.4660, grad_norm: 5.9887 2021-07-14 06:09:20,763 - mmaction - INFO - Epoch [231][1560/1879] lr: 2.524e-03, eta: 11:25:52, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6289, top5_acc: 0.8285, loss_cls: 1.5406, loss: 1.5406, grad_norm: 6.0578 2021-07-14 06:09:37,866 - mmaction - INFO - Epoch [231][1580/1879] lr: 2.524e-03, eta: 11:25:35, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8453, loss_cls: 1.4595, loss: 1.4595, grad_norm: 5.8027 2021-07-14 06:09:54,713 - mmaction - INFO - Epoch [231][1600/1879] lr: 2.524e-03, eta: 11:25:17, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6367, top5_acc: 0.8438, loss_cls: 1.4871, loss: 1.4871, grad_norm: 6.0783 2021-07-14 06:10:11,937 - mmaction - INFO - Epoch [231][1620/1879] lr: 2.524e-03, eta: 11:25:00, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.6512, top5_acc: 0.8332, loss_cls: 1.5156, loss: 1.5156, grad_norm: 5.9076 2021-07-14 06:10:28,965 - mmaction - INFO - Epoch [231][1640/1879] lr: 2.524e-03, eta: 11:24:42, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6461, top5_acc: 0.8242, loss_cls: 1.5460, loss: 1.5460, grad_norm: 6.0005 2021-07-14 06:10:46,024 - mmaction - INFO - Epoch [231][1660/1879] lr: 2.524e-03, eta: 11:24:25, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6578, top5_acc: 0.8434, loss_cls: 1.4604, loss: 1.4604, grad_norm: 5.8912 2021-07-14 06:11:03,027 - mmaction - INFO - Epoch [231][1680/1879] lr: 2.524e-03, eta: 11:24:07, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6445, top5_acc: 0.8359, loss_cls: 1.5161, loss: 1.5161, grad_norm: 5.9438 2021-07-14 06:11:19,978 - mmaction - INFO - Epoch [231][1700/1879] lr: 2.524e-03, eta: 11:23:50, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.6375, top5_acc: 0.8328, loss_cls: 1.5354, loss: 1.5354, grad_norm: 5.9828 2021-07-14 06:11:36,559 - mmaction - INFO - Epoch [231][1720/1879] lr: 2.524e-03, eta: 11:23:32, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.6512, top5_acc: 0.8340, loss_cls: 1.4869, loss: 1.4869, grad_norm: 6.0612 2021-07-14 06:11:53,650 - mmaction - INFO - Epoch [231][1740/1879] lr: 2.524e-03, eta: 11:23:15, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6453, top5_acc: 0.8309, loss_cls: 1.5071, loss: 1.5071, grad_norm: 6.0100 2021-07-14 06:12:10,619 - mmaction - INFO - Epoch [231][1760/1879] lr: 2.524e-03, eta: 11:22:57, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6664, top5_acc: 0.8438, loss_cls: 1.4178, loss: 1.4178, grad_norm: 5.8087 2021-07-14 06:12:27,677 - mmaction - INFO - Epoch [231][1780/1879] lr: 2.524e-03, eta: 11:22:40, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6430, top5_acc: 0.8445, loss_cls: 1.4771, loss: 1.4771, grad_norm: 5.9150 2021-07-14 06:12:44,784 - mmaction - INFO - Epoch [231][1800/1879] lr: 2.524e-03, eta: 11:22:22, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6426, top5_acc: 0.8422, loss_cls: 1.4777, loss: 1.4777, grad_norm: 5.9889 2021-07-14 06:13:01,844 - mmaction - INFO - Epoch [231][1820/1879] lr: 2.524e-03, eta: 11:22:05, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8379, loss_cls: 1.4493, loss: 1.4493, grad_norm: 5.9461 2021-07-14 06:13:18,964 - mmaction - INFO - Epoch [231][1840/1879] lr: 2.524e-03, eta: 11:21:47, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6312, top5_acc: 0.8273, loss_cls: 1.5379, loss: 1.5379, grad_norm: 5.9601 2021-07-14 06:13:35,848 - mmaction - INFO - Epoch [231][1860/1879] lr: 2.524e-03, eta: 11:21:30, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6617, top5_acc: 0.8414, loss_cls: 1.4552, loss: 1.4552, grad_norm: 5.8352 2021-07-14 06:16:33,004 - mmaction - INFO - Epoch [232][20/1879] lr: 2.335e-03, eta: 11:21:24, time: 7.075, data_time: 6.072, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8449, loss_cls: 1.3904, loss: 1.3904, grad_norm: 5.6080 2021-07-14 06:16:49,418 - mmaction - INFO - Epoch [232][40/1879] lr: 2.335e-03, eta: 11:21:06, time: 0.823, data_time: 0.009, memory: 6454, top1_acc: 0.6551, top5_acc: 0.8398, loss_cls: 1.4092, loss: 1.4092, grad_norm: 5.7402 2021-07-14 06:17:05,947 - mmaction - INFO - Epoch [232][60/1879] lr: 2.335e-03, eta: 11:20:49, time: 0.827, data_time: 0.004, memory: 6454, top1_acc: 0.6531, top5_acc: 0.8422, loss_cls: 1.4503, loss: 1.4503, grad_norm: 5.9518 2021-07-14 06:17:22,551 - mmaction - INFO - Epoch [232][80/1879] lr: 2.335e-03, eta: 11:20:31, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.6598, top5_acc: 0.8473, loss_cls: 1.4264, loss: 1.4264, grad_norm: 5.8669 2021-07-14 06:17:39,053 - mmaction - INFO - Epoch [232][100/1879] lr: 2.335e-03, eta: 11:20:13, time: 0.825, data_time: 0.004, memory: 6454, top1_acc: 0.6531, top5_acc: 0.8332, loss_cls: 1.4835, loss: 1.4835, grad_norm: 5.9891 2021-07-14 06:17:55,791 - mmaction - INFO - Epoch [232][120/1879] lr: 2.335e-03, eta: 11:19:56, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.6527, top5_acc: 0.8441, loss_cls: 1.4475, loss: 1.4475, grad_norm: 5.9260 2021-07-14 06:18:12,629 - mmaction - INFO - Epoch [232][140/1879] lr: 2.335e-03, eta: 11:19:38, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8492, loss_cls: 1.3849, loss: 1.3849, grad_norm: 5.8651 2021-07-14 06:18:29,296 - mmaction - INFO - Epoch [232][160/1879] lr: 2.335e-03, eta: 11:19:21, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8395, loss_cls: 1.4813, loss: 1.4813, grad_norm: 5.9738 2021-07-14 06:18:46,152 - mmaction - INFO - Epoch [232][180/1879] lr: 2.335e-03, eta: 11:19:03, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.6469, top5_acc: 0.8375, loss_cls: 1.4857, loss: 1.4857, grad_norm: 6.0003 2021-07-14 06:19:02,870 - mmaction - INFO - Epoch [232][200/1879] lr: 2.335e-03, eta: 11:18:46, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.6344, top5_acc: 0.8238, loss_cls: 1.5247, loss: 1.5247, grad_norm: 6.0104 2021-07-14 06:19:19,968 - mmaction - INFO - Epoch [232][220/1879] lr: 2.335e-03, eta: 11:18:28, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8289, loss_cls: 1.5065, loss: 1.5065, grad_norm: 5.9221 2021-07-14 06:19:36,774 - mmaction - INFO - Epoch [232][240/1879] lr: 2.335e-03, eta: 11:18:10, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8410, loss_cls: 1.4373, loss: 1.4373, grad_norm: 5.8491 2021-07-14 06:19:53,841 - mmaction - INFO - Epoch [232][260/1879] lr: 2.335e-03, eta: 11:17:53, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6379, top5_acc: 0.8379, loss_cls: 1.4971, loss: 1.4971, grad_norm: 6.1773 2021-07-14 06:20:10,403 - mmaction - INFO - Epoch [232][280/1879] lr: 2.335e-03, eta: 11:17:35, time: 0.826, data_time: 0.002, memory: 6454, top1_acc: 0.6434, top5_acc: 0.8203, loss_cls: 1.5243, loss: 1.5243, grad_norm: 5.8493 2021-07-14 06:20:27,339 - mmaction - INFO - Epoch [232][300/1879] lr: 2.335e-03, eta: 11:17:18, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6371, top5_acc: 0.8301, loss_cls: 1.5524, loss: 1.5524, grad_norm: 6.0977 2021-07-14 06:20:44,165 - mmaction - INFO - Epoch [232][320/1879] lr: 2.335e-03, eta: 11:17:00, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.6605, top5_acc: 0.8367, loss_cls: 1.4314, loss: 1.4314, grad_norm: 5.8875 2021-07-14 06:21:01,038 - mmaction - INFO - Epoch [232][340/1879] lr: 2.335e-03, eta: 11:16:43, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6309, top5_acc: 0.8332, loss_cls: 1.5235, loss: 1.5235, grad_norm: 6.1096 2021-07-14 06:21:18,744 - mmaction - INFO - Epoch [232][360/1879] lr: 2.335e-03, eta: 11:16:25, time: 0.883, data_time: 0.004, memory: 6454, top1_acc: 0.6559, top5_acc: 0.8414, loss_cls: 1.4379, loss: 1.4379, grad_norm: 5.9968 2021-07-14 06:21:35,738 - mmaction - INFO - Epoch [232][380/1879] lr: 2.335e-03, eta: 11:16:08, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6605, top5_acc: 0.8445, loss_cls: 1.4401, loss: 1.4401, grad_norm: 5.9324 2021-07-14 06:21:52,774 - mmaction - INFO - Epoch [232][400/1879] lr: 2.335e-03, eta: 11:15:50, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4116, loss: 1.4116, grad_norm: 5.9478 2021-07-14 06:22:09,668 - mmaction - INFO - Epoch [232][420/1879] lr: 2.335e-03, eta: 11:15:33, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.6406, top5_acc: 0.8301, loss_cls: 1.4808, loss: 1.4808, grad_norm: 6.0603 2021-07-14 06:22:26,287 - mmaction - INFO - Epoch [232][440/1879] lr: 2.335e-03, eta: 11:15:15, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.6387, top5_acc: 0.8352, loss_cls: 1.5052, loss: 1.5052, grad_norm: 6.0910 2021-07-14 06:22:43,273 - mmaction - INFO - Epoch [232][460/1879] lr: 2.335e-03, eta: 11:14:58, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4342, loss: 1.4342, grad_norm: 5.9572 2021-07-14 06:23:00,277 - mmaction - INFO - Epoch [232][480/1879] lr: 2.335e-03, eta: 11:14:40, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6387, top5_acc: 0.8336, loss_cls: 1.5390, loss: 1.5390, grad_norm: 6.1038 2021-07-14 06:23:17,157 - mmaction - INFO - Epoch [232][500/1879] lr: 2.335e-03, eta: 11:14:23, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6496, top5_acc: 0.8387, loss_cls: 1.4906, loss: 1.4906, grad_norm: 6.0766 2021-07-14 06:23:34,102 - mmaction - INFO - Epoch [232][520/1879] lr: 2.335e-03, eta: 11:14:05, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6551, top5_acc: 0.8430, loss_cls: 1.4668, loss: 1.4668, grad_norm: 6.1370 2021-07-14 06:23:50,847 - mmaction - INFO - Epoch [232][540/1879] lr: 2.335e-03, eta: 11:13:47, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.6406, top5_acc: 0.8324, loss_cls: 1.4965, loss: 1.4965, grad_norm: 6.0894 2021-07-14 06:24:07,676 - mmaction - INFO - Epoch [232][560/1879] lr: 2.335e-03, eta: 11:13:30, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8398, loss_cls: 1.4739, loss: 1.4739, grad_norm: 5.9470 2021-07-14 06:24:24,645 - mmaction - INFO - Epoch [232][580/1879] lr: 2.335e-03, eta: 11:13:12, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6496, top5_acc: 0.8426, loss_cls: 1.4763, loss: 1.4763, grad_norm: 5.9358 2021-07-14 06:24:41,531 - mmaction - INFO - Epoch [232][600/1879] lr: 2.335e-03, eta: 11:12:55, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6402, top5_acc: 0.8313, loss_cls: 1.5631, loss: 1.5631, grad_norm: 6.0143 2021-07-14 06:24:58,722 - mmaction - INFO - Epoch [232][620/1879] lr: 2.335e-03, eta: 11:12:37, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.6613, top5_acc: 0.8508, loss_cls: 1.4145, loss: 1.4145, grad_norm: 5.9188 2021-07-14 06:25:15,478 - mmaction - INFO - Epoch [232][640/1879] lr: 2.335e-03, eta: 11:12:20, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.6492, top5_acc: 0.8293, loss_cls: 1.5217, loss: 1.5217, grad_norm: 5.9610 2021-07-14 06:25:32,666 - mmaction - INFO - Epoch [232][660/1879] lr: 2.335e-03, eta: 11:12:02, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6531, top5_acc: 0.8418, loss_cls: 1.4289, loss: 1.4289, grad_norm: 6.0226 2021-07-14 06:25:49,533 - mmaction - INFO - Epoch [232][680/1879] lr: 2.335e-03, eta: 11:11:45, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6492, top5_acc: 0.8371, loss_cls: 1.5141, loss: 1.5141, grad_norm: 6.1207 2021-07-14 06:26:06,556 - mmaction - INFO - Epoch [232][700/1879] lr: 2.335e-03, eta: 11:11:27, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6461, top5_acc: 0.8430, loss_cls: 1.4778, loss: 1.4778, grad_norm: 6.0913 2021-07-14 06:26:23,569 - mmaction - INFO - Epoch [232][720/1879] lr: 2.335e-03, eta: 11:11:10, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6500, top5_acc: 0.8523, loss_cls: 1.4651, loss: 1.4651, grad_norm: 6.1103 2021-07-14 06:26:40,256 - mmaction - INFO - Epoch [232][740/1879] lr: 2.335e-03, eta: 11:10:52, time: 0.837, data_time: 0.006, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8473, loss_cls: 1.4590, loss: 1.4590, grad_norm: 6.1040 2021-07-14 06:26:57,363 - mmaction - INFO - Epoch [232][760/1879] lr: 2.335e-03, eta: 11:10:35, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.6414, top5_acc: 0.8348, loss_cls: 1.5109, loss: 1.5109, grad_norm: 6.1225 2021-07-14 06:27:14,125 - mmaction - INFO - Epoch [232][780/1879] lr: 2.335e-03, eta: 11:10:17, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.6473, top5_acc: 0.8410, loss_cls: 1.4657, loss: 1.4657, grad_norm: 6.1751 2021-07-14 06:27:31,111 - mmaction - INFO - Epoch [232][800/1879] lr: 2.335e-03, eta: 11:09:59, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6687, top5_acc: 0.8480, loss_cls: 1.4055, loss: 1.4055, grad_norm: 5.8123 2021-07-14 06:27:47,966 - mmaction - INFO - Epoch [232][820/1879] lr: 2.335e-03, eta: 11:09:42, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6457, top5_acc: 0.8328, loss_cls: 1.4707, loss: 1.4707, grad_norm: 5.9956 2021-07-14 06:28:04,593 - mmaction - INFO - Epoch [232][840/1879] lr: 2.335e-03, eta: 11:09:24, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8363, loss_cls: 1.4666, loss: 1.4666, grad_norm: 6.0208 2021-07-14 06:28:21,693 - mmaction - INFO - Epoch [232][860/1879] lr: 2.335e-03, eta: 11:09:07, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8562, loss_cls: 1.3938, loss: 1.3938, grad_norm: 5.9898 2021-07-14 06:28:38,571 - mmaction - INFO - Epoch [232][880/1879] lr: 2.335e-03, eta: 11:08:49, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.6492, top5_acc: 0.8336, loss_cls: 1.4969, loss: 1.4969, grad_norm: 6.0275 2021-07-14 06:28:55,459 - mmaction - INFO - Epoch [232][900/1879] lr: 2.335e-03, eta: 11:08:32, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6668, top5_acc: 0.8508, loss_cls: 1.3791, loss: 1.3791, grad_norm: 5.8190 2021-07-14 06:29:12,018 - mmaction - INFO - Epoch [232][920/1879] lr: 2.335e-03, eta: 11:08:14, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8414, loss_cls: 1.4850, loss: 1.4850, grad_norm: 6.0020 2021-07-14 06:29:28,888 - mmaction - INFO - Epoch [232][940/1879] lr: 2.335e-03, eta: 11:07:57, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4566, loss: 1.4566, grad_norm: 6.0099 2021-07-14 06:29:45,989 - mmaction - INFO - Epoch [232][960/1879] lr: 2.335e-03, eta: 11:07:39, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8379, loss_cls: 1.4866, loss: 1.4866, grad_norm: 6.1012 2021-07-14 06:30:03,060 - mmaction - INFO - Epoch [232][980/1879] lr: 2.335e-03, eta: 11:07:22, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.6422, top5_acc: 0.8305, loss_cls: 1.5129, loss: 1.5129, grad_norm: 6.0693 2021-07-14 06:30:20,203 - mmaction - INFO - Epoch [232][1000/1879] lr: 2.335e-03, eta: 11:07:04, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.6402, top5_acc: 0.8355, loss_cls: 1.5039, loss: 1.5039, grad_norm: 6.1043 2021-07-14 06:30:37,209 - mmaction - INFO - Epoch [232][1020/1879] lr: 2.335e-03, eta: 11:06:47, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6383, top5_acc: 0.8328, loss_cls: 1.5013, loss: 1.5013, grad_norm: 6.1956 2021-07-14 06:30:54,220 - mmaction - INFO - Epoch [232][1040/1879] lr: 2.335e-03, eta: 11:06:29, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8328, loss_cls: 1.4863, loss: 1.4863, grad_norm: 5.9809 2021-07-14 06:31:11,436 - mmaction - INFO - Epoch [232][1060/1879] lr: 2.335e-03, eta: 11:06:12, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.6586, top5_acc: 0.8375, loss_cls: 1.4728, loss: 1.4728, grad_norm: 6.0698 2021-07-14 06:31:28,260 - mmaction - INFO - Epoch [232][1080/1879] lr: 2.335e-03, eta: 11:05:54, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6609, top5_acc: 0.8441, loss_cls: 1.4279, loss: 1.4279, grad_norm: 5.8969 2021-07-14 06:31:45,195 - mmaction - INFO - Epoch [232][1100/1879] lr: 2.335e-03, eta: 11:05:36, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6367, top5_acc: 0.8184, loss_cls: 1.5553, loss: 1.5553, grad_norm: 6.1573 2021-07-14 06:32:02,046 - mmaction - INFO - Epoch [232][1120/1879] lr: 2.335e-03, eta: 11:05:19, time: 0.846, data_time: 0.008, memory: 6454, top1_acc: 0.6367, top5_acc: 0.8359, loss_cls: 1.4819, loss: 1.4819, grad_norm: 6.0556 2021-07-14 06:32:19,051 - mmaction - INFO - Epoch [232][1140/1879] lr: 2.335e-03, eta: 11:05:01, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6461, top5_acc: 0.8328, loss_cls: 1.5123, loss: 1.5123, grad_norm: 6.0072 2021-07-14 06:32:36,122 - mmaction - INFO - Epoch [232][1160/1879] lr: 2.335e-03, eta: 11:04:44, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.6406, top5_acc: 0.8324, loss_cls: 1.5360, loss: 1.5360, grad_norm: 6.0449 2021-07-14 06:32:53,076 - mmaction - INFO - Epoch [232][1180/1879] lr: 2.335e-03, eta: 11:04:26, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6391, top5_acc: 0.8289, loss_cls: 1.5425, loss: 1.5425, grad_norm: 6.2212 2021-07-14 06:33:09,809 - mmaction - INFO - Epoch [232][1200/1879] lr: 2.335e-03, eta: 11:04:09, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.6465, top5_acc: 0.8332, loss_cls: 1.5155, loss: 1.5155, grad_norm: 6.1105 2021-07-14 06:33:26,863 - mmaction - INFO - Epoch [232][1220/1879] lr: 2.335e-03, eta: 11:03:51, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6543, top5_acc: 0.8328, loss_cls: 1.4911, loss: 1.4911, grad_norm: 6.1799 2021-07-14 06:33:43,836 - mmaction - INFO - Epoch [232][1240/1879] lr: 2.335e-03, eta: 11:03:34, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6422, top5_acc: 0.8293, loss_cls: 1.5063, loss: 1.5063, grad_norm: 6.1034 2021-07-14 06:34:00,728 - mmaction - INFO - Epoch [232][1260/1879] lr: 2.335e-03, eta: 11:03:16, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6395, top5_acc: 0.8270, loss_cls: 1.5096, loss: 1.5096, grad_norm: 5.9969 2021-07-14 06:34:17,656 - mmaction - INFO - Epoch [232][1280/1879] lr: 2.335e-03, eta: 11:02:59, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8434, loss_cls: 1.4533, loss: 1.4533, grad_norm: 6.0571 2021-07-14 06:34:34,340 - mmaction - INFO - Epoch [232][1300/1879] lr: 2.335e-03, eta: 11:02:41, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.6371, top5_acc: 0.8387, loss_cls: 1.4839, loss: 1.4839, grad_norm: 6.2070 2021-07-14 06:34:51,318 - mmaction - INFO - Epoch [232][1320/1879] lr: 2.335e-03, eta: 11:02:24, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6578, top5_acc: 0.8348, loss_cls: 1.4732, loss: 1.4732, grad_norm: 6.0981 2021-07-14 06:35:08,237 - mmaction - INFO - Epoch [232][1340/1879] lr: 2.335e-03, eta: 11:02:06, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6469, top5_acc: 0.8426, loss_cls: 1.4679, loss: 1.4679, grad_norm: 5.9720 2021-07-14 06:35:25,190 - mmaction - INFO - Epoch [232][1360/1879] lr: 2.335e-03, eta: 11:01:49, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6566, top5_acc: 0.8441, loss_cls: 1.4430, loss: 1.4430, grad_norm: 5.9830 2021-07-14 06:35:42,146 - mmaction - INFO - Epoch [232][1380/1879] lr: 2.335e-03, eta: 11:01:31, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8391, loss_cls: 1.4504, loss: 1.4504, grad_norm: 5.9708 2021-07-14 06:35:59,063 - mmaction - INFO - Epoch [232][1400/1879] lr: 2.335e-03, eta: 11:01:13, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6633, top5_acc: 0.8383, loss_cls: 1.4663, loss: 1.4663, grad_norm: 6.0301 2021-07-14 06:36:16,003 - mmaction - INFO - Epoch [232][1420/1879] lr: 2.335e-03, eta: 11:00:56, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6559, top5_acc: 0.8324, loss_cls: 1.4594, loss: 1.4594, grad_norm: 6.0464 2021-07-14 06:36:32,979 - mmaction - INFO - Epoch [232][1440/1879] lr: 2.335e-03, eta: 11:00:38, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6430, top5_acc: 0.8426, loss_cls: 1.4816, loss: 1.4816, grad_norm: 6.1652 2021-07-14 06:36:49,605 - mmaction - INFO - Epoch [232][1460/1879] lr: 2.335e-03, eta: 11:00:21, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.6496, top5_acc: 0.8371, loss_cls: 1.4649, loss: 1.4649, grad_norm: 6.0877 2021-07-14 06:37:06,580 - mmaction - INFO - Epoch [232][1480/1879] lr: 2.335e-03, eta: 11:00:03, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6410, top5_acc: 0.8359, loss_cls: 1.4815, loss: 1.4815, grad_norm: 6.0351 2021-07-14 06:37:23,593 - mmaction - INFO - Epoch [232][1500/1879] lr: 2.335e-03, eta: 10:59:46, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.6559, top5_acc: 0.8426, loss_cls: 1.4548, loss: 1.4548, grad_norm: 5.9769 2021-07-14 06:37:40,288 - mmaction - INFO - Epoch [232][1520/1879] lr: 2.335e-03, eta: 10:59:28, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8402, loss_cls: 1.4582, loss: 1.4582, grad_norm: 5.9508 2021-07-14 06:37:57,183 - mmaction - INFO - Epoch [232][1540/1879] lr: 2.335e-03, eta: 10:59:11, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.6543, top5_acc: 0.8309, loss_cls: 1.5084, loss: 1.5084, grad_norm: 5.9628 2021-07-14 06:38:14,176 - mmaction - INFO - Epoch [232][1560/1879] lr: 2.335e-03, eta: 10:58:53, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6453, top5_acc: 0.8406, loss_cls: 1.4741, loss: 1.4741, grad_norm: 6.0319 2021-07-14 06:38:30,984 - mmaction - INFO - Epoch [232][1580/1879] lr: 2.335e-03, eta: 10:58:36, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6469, top5_acc: 0.8281, loss_cls: 1.5071, loss: 1.5071, grad_norm: 6.0149 2021-07-14 06:38:48,035 - mmaction - INFO - Epoch [232][1600/1879] lr: 2.335e-03, eta: 10:58:18, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.6520, top5_acc: 0.8441, loss_cls: 1.4639, loss: 1.4639, grad_norm: 6.1384 2021-07-14 06:39:04,974 - mmaction - INFO - Epoch [232][1620/1879] lr: 2.335e-03, eta: 10:58:01, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8328, loss_cls: 1.4888, loss: 1.4888, grad_norm: 5.9571 2021-07-14 06:39:21,892 - mmaction - INFO - Epoch [232][1640/1879] lr: 2.335e-03, eta: 10:57:43, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6516, top5_acc: 0.8379, loss_cls: 1.4704, loss: 1.4704, grad_norm: 5.9939 2021-07-14 06:39:38,868 - mmaction - INFO - Epoch [232][1660/1879] lr: 2.335e-03, eta: 10:57:25, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6457, top5_acc: 0.8301, loss_cls: 1.5286, loss: 1.5286, grad_norm: 6.0470 2021-07-14 06:39:55,926 - mmaction - INFO - Epoch [232][1680/1879] lr: 2.335e-03, eta: 10:57:08, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6387, top5_acc: 0.8250, loss_cls: 1.5017, loss: 1.5017, grad_norm: 6.0852 2021-07-14 06:40:13,015 - mmaction - INFO - Epoch [232][1700/1879] lr: 2.335e-03, eta: 10:56:50, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.6605, top5_acc: 0.8445, loss_cls: 1.4384, loss: 1.4384, grad_norm: 5.8193 2021-07-14 06:40:29,974 - mmaction - INFO - Epoch [232][1720/1879] lr: 2.335e-03, eta: 10:56:33, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8469, loss_cls: 1.4266, loss: 1.4266, grad_norm: 6.0411 2021-07-14 06:40:46,964 - mmaction - INFO - Epoch [232][1740/1879] lr: 2.335e-03, eta: 10:56:15, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6379, top5_acc: 0.8313, loss_cls: 1.5410, loss: 1.5410, grad_norm: 6.1182 2021-07-14 06:41:04,044 - mmaction - INFO - Epoch [232][1760/1879] lr: 2.335e-03, eta: 10:55:58, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6621, top5_acc: 0.8430, loss_cls: 1.4383, loss: 1.4383, grad_norm: 6.0365 2021-07-14 06:41:20,891 - mmaction - INFO - Epoch [232][1780/1879] lr: 2.335e-03, eta: 10:55:40, time: 0.845, data_time: 0.007, memory: 6454, top1_acc: 0.6434, top5_acc: 0.8297, loss_cls: 1.5202, loss: 1.5202, grad_norm: 5.9884 2021-07-14 06:41:37,720 - mmaction - INFO - Epoch [232][1800/1879] lr: 2.335e-03, eta: 10:55:23, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6453, top5_acc: 0.8328, loss_cls: 1.5219, loss: 1.5219, grad_norm: 6.1660 2021-07-14 06:41:54,810 - mmaction - INFO - Epoch [232][1820/1879] lr: 2.335e-03, eta: 10:55:05, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.6582, top5_acc: 0.8352, loss_cls: 1.4654, loss: 1.4654, grad_norm: 5.9429 2021-07-14 06:42:11,702 - mmaction - INFO - Epoch [232][1840/1879] lr: 2.335e-03, eta: 10:54:48, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6531, top5_acc: 0.8375, loss_cls: 1.4925, loss: 1.4925, grad_norm: 5.8669 2021-07-14 06:42:28,731 - mmaction - INFO - Epoch [232][1860/1879] lr: 2.335e-03, eta: 10:54:30, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6508, top5_acc: 0.8414, loss_cls: 1.4471, loss: 1.4471, grad_norm: 6.0022 2021-07-14 06:42:49,228 - mmaction - INFO - Saving checkpoint at 232 epochs 2021-07-14 06:44:20,529 - mmaction - INFO - Epoch [233][20/1879] lr: 2.153e-03, eta: 10:54:10, time: 4.475, data_time: 3.587, memory: 6454, top1_acc: 0.6379, top5_acc: 0.8285, loss_cls: 1.5135, loss: 1.5135, grad_norm: 6.0840 2021-07-14 06:44:37,006 - mmaction - INFO - Epoch [233][40/1879] lr: 2.153e-03, eta: 10:53:53, time: 0.825, data_time: 0.006, memory: 6454, top1_acc: 0.6434, top5_acc: 0.8492, loss_cls: 1.4612, loss: 1.4612, grad_norm: 6.0916 2021-07-14 06:44:53,551 - mmaction - INFO - Epoch [233][60/1879] lr: 2.153e-03, eta: 10:53:35, time: 0.824, data_time: 0.005, memory: 6454, top1_acc: 0.6457, top5_acc: 0.8371, loss_cls: 1.5367, loss: 1.5367, grad_norm: 6.2776 2021-07-14 06:45:10,282 - mmaction - INFO - Epoch [233][80/1879] lr: 2.153e-03, eta: 10:53:17, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.6652, top5_acc: 0.8441, loss_cls: 1.4378, loss: 1.4378, grad_norm: 5.9707 2021-07-14 06:45:27,272 - mmaction - INFO - Epoch [233][100/1879] lr: 2.153e-03, eta: 10:53:00, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8602, loss_cls: 1.3955, loss: 1.3955, grad_norm: 6.1336 2021-07-14 06:45:44,076 - mmaction - INFO - Epoch [233][120/1879] lr: 2.153e-03, eta: 10:52:42, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.6398, top5_acc: 0.8355, loss_cls: 1.5120, loss: 1.5120, grad_norm: 6.1773 2021-07-14 06:46:00,698 - mmaction - INFO - Epoch [233][140/1879] lr: 2.153e-03, eta: 10:52:25, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8453, loss_cls: 1.4410, loss: 1.4410, grad_norm: 5.9449 2021-07-14 06:46:17,673 - mmaction - INFO - Epoch [233][160/1879] lr: 2.153e-03, eta: 10:52:07, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8313, loss_cls: 1.4979, loss: 1.4979, grad_norm: 6.0853 2021-07-14 06:46:34,320 - mmaction - INFO - Epoch [233][180/1879] lr: 2.153e-03, eta: 10:51:50, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8414, loss_cls: 1.4337, loss: 1.4337, grad_norm: 5.8886 2021-07-14 06:46:51,512 - mmaction - INFO - Epoch [233][200/1879] lr: 2.153e-03, eta: 10:51:32, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.6441, top5_acc: 0.8375, loss_cls: 1.5010, loss: 1.5010, grad_norm: 6.1146 2021-07-14 06:47:08,422 - mmaction - INFO - Epoch [233][220/1879] lr: 2.153e-03, eta: 10:51:15, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6535, top5_acc: 0.8426, loss_cls: 1.4259, loss: 1.4259, grad_norm: 5.9307 2021-07-14 06:47:25,085 - mmaction - INFO - Epoch [233][240/1879] lr: 2.153e-03, eta: 10:50:57, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.6551, top5_acc: 0.8363, loss_cls: 1.4563, loss: 1.4563, grad_norm: 6.0961 2021-07-14 06:47:42,145 - mmaction - INFO - Epoch [233][260/1879] lr: 2.153e-03, eta: 10:50:39, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6527, top5_acc: 0.8410, loss_cls: 1.4624, loss: 1.4624, grad_norm: 6.0324 2021-07-14 06:47:59,079 - mmaction - INFO - Epoch [233][280/1879] lr: 2.153e-03, eta: 10:50:22, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8363, loss_cls: 1.4973, loss: 1.4973, grad_norm: 6.0874 2021-07-14 06:48:15,892 - mmaction - INFO - Epoch [233][300/1879] lr: 2.153e-03, eta: 10:50:04, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6332, top5_acc: 0.8301, loss_cls: 1.5439, loss: 1.5439, grad_norm: 6.1111 2021-07-14 06:48:32,647 - mmaction - INFO - Epoch [233][320/1879] lr: 2.153e-03, eta: 10:49:47, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.6652, top5_acc: 0.8484, loss_cls: 1.3945, loss: 1.3945, grad_norm: 5.8767 2021-07-14 06:48:49,329 - mmaction - INFO - Epoch [233][340/1879] lr: 2.153e-03, eta: 10:49:29, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.6527, top5_acc: 0.8508, loss_cls: 1.4107, loss: 1.4107, grad_norm: 5.9848 2021-07-14 06:49:06,418 - mmaction - INFO - Epoch [233][360/1879] lr: 2.153e-03, eta: 10:49:12, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8406, loss_cls: 1.4232, loss: 1.4232, grad_norm: 5.9535 2021-07-14 06:49:23,215 - mmaction - INFO - Epoch [233][380/1879] lr: 2.153e-03, eta: 10:48:54, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.6441, top5_acc: 0.8395, loss_cls: 1.4813, loss: 1.4813, grad_norm: 6.1605 2021-07-14 06:49:40,004 - mmaction - INFO - Epoch [233][400/1879] lr: 2.153e-03, eta: 10:48:37, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.6520, top5_acc: 0.8391, loss_cls: 1.4485, loss: 1.4485, grad_norm: 6.1500 2021-07-14 06:49:57,254 - mmaction - INFO - Epoch [233][420/1879] lr: 2.153e-03, eta: 10:48:19, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.6422, top5_acc: 0.8336, loss_cls: 1.4997, loss: 1.4997, grad_norm: 6.1453 2021-07-14 06:50:14,309 - mmaction - INFO - Epoch [233][440/1879] lr: 2.153e-03, eta: 10:48:02, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6723, top5_acc: 0.8566, loss_cls: 1.4183, loss: 1.4183, grad_norm: 5.9286 2021-07-14 06:50:31,241 - mmaction - INFO - Epoch [233][460/1879] lr: 2.153e-03, eta: 10:47:44, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6539, top5_acc: 0.8438, loss_cls: 1.4267, loss: 1.4267, grad_norm: 6.0660 2021-07-14 06:50:48,092 - mmaction - INFO - Epoch [233][480/1879] lr: 2.153e-03, eta: 10:47:26, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6539, top5_acc: 0.8332, loss_cls: 1.4652, loss: 1.4652, grad_norm: 6.1420 2021-07-14 06:51:04,994 - mmaction - INFO - Epoch [233][500/1879] lr: 2.153e-03, eta: 10:47:09, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6539, top5_acc: 0.8320, loss_cls: 1.4575, loss: 1.4575, grad_norm: 5.9721 2021-07-14 06:51:21,885 - mmaction - INFO - Epoch [233][520/1879] lr: 2.153e-03, eta: 10:46:51, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6496, top5_acc: 0.8402, loss_cls: 1.4688, loss: 1.4688, grad_norm: 6.0771 2021-07-14 06:51:38,588 - mmaction - INFO - Epoch [233][540/1879] lr: 2.153e-03, eta: 10:46:34, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8387, loss_cls: 1.4761, loss: 1.4761, grad_norm: 6.0146 2021-07-14 06:51:55,499 - mmaction - INFO - Epoch [233][560/1879] lr: 2.153e-03, eta: 10:46:16, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.6418, top5_acc: 0.8289, loss_cls: 1.5373, loss: 1.5373, grad_norm: 6.2210 2021-07-14 06:52:12,594 - mmaction - INFO - Epoch [233][580/1879] lr: 2.153e-03, eta: 10:45:59, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.6535, top5_acc: 0.8465, loss_cls: 1.4551, loss: 1.4551, grad_norm: 6.0319 2021-07-14 06:52:29,669 - mmaction - INFO - Epoch [233][600/1879] lr: 2.153e-03, eta: 10:45:41, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8449, loss_cls: 1.4593, loss: 1.4593, grad_norm: 6.1164 2021-07-14 06:52:46,769 - mmaction - INFO - Epoch [233][620/1879] lr: 2.153e-03, eta: 10:45:24, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6484, top5_acc: 0.8543, loss_cls: 1.4482, loss: 1.4482, grad_norm: 6.0607 2021-07-14 06:53:03,686 - mmaction - INFO - Epoch [233][640/1879] lr: 2.153e-03, eta: 10:45:06, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8457, loss_cls: 1.4430, loss: 1.4430, grad_norm: 5.9570 2021-07-14 06:53:20,322 - mmaction - INFO - Epoch [233][660/1879] lr: 2.153e-03, eta: 10:44:49, time: 0.830, data_time: 0.005, memory: 6454, top1_acc: 0.6570, top5_acc: 0.8496, loss_cls: 1.4187, loss: 1.4187, grad_norm: 6.0651 2021-07-14 06:53:37,099 - mmaction - INFO - Epoch [233][680/1879] lr: 2.153e-03, eta: 10:44:31, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.6516, top5_acc: 0.8246, loss_cls: 1.5192, loss: 1.5192, grad_norm: 6.0539 2021-07-14 06:53:53,655 - mmaction - INFO - Epoch [233][700/1879] lr: 2.153e-03, eta: 10:44:13, time: 0.826, data_time: 0.005, memory: 6454, top1_acc: 0.6508, top5_acc: 0.8316, loss_cls: 1.5119, loss: 1.5119, grad_norm: 6.3222 2021-07-14 06:54:10,190 - mmaction - INFO - Epoch [233][720/1879] lr: 2.153e-03, eta: 10:43:56, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.6570, top5_acc: 0.8332, loss_cls: 1.4629, loss: 1.4629, grad_norm: 6.0044 2021-07-14 06:54:27,239 - mmaction - INFO - Epoch [233][740/1879] lr: 2.153e-03, eta: 10:43:38, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6473, top5_acc: 0.8496, loss_cls: 1.4366, loss: 1.4366, grad_norm: 6.0389 2021-07-14 06:54:44,318 - mmaction - INFO - Epoch [233][760/1879] lr: 2.153e-03, eta: 10:43:21, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8414, loss_cls: 1.4497, loss: 1.4497, grad_norm: 6.0072 2021-07-14 06:55:01,201 - mmaction - INFO - Epoch [233][780/1879] lr: 2.153e-03, eta: 10:43:03, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6527, top5_acc: 0.8324, loss_cls: 1.4748, loss: 1.4748, grad_norm: 6.0604 2021-07-14 06:55:18,468 - mmaction - INFO - Epoch [233][800/1879] lr: 2.153e-03, eta: 10:42:46, time: 0.863, data_time: 0.002, memory: 6454, top1_acc: 0.6508, top5_acc: 0.8508, loss_cls: 1.4380, loss: 1.4380, grad_norm: 6.1560 2021-07-14 06:55:35,622 - mmaction - INFO - Epoch [233][820/1879] lr: 2.153e-03, eta: 10:42:28, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6371, top5_acc: 0.8281, loss_cls: 1.5144, loss: 1.5144, grad_norm: 6.1114 2021-07-14 06:55:52,539 - mmaction - INFO - Epoch [233][840/1879] lr: 2.153e-03, eta: 10:42:11, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6652, top5_acc: 0.8438, loss_cls: 1.4352, loss: 1.4352, grad_norm: 5.9504 2021-07-14 06:56:09,440 - mmaction - INFO - Epoch [233][860/1879] lr: 2.153e-03, eta: 10:41:53, time: 0.844, data_time: 0.007, memory: 6454, top1_acc: 0.6586, top5_acc: 0.8316, loss_cls: 1.4679, loss: 1.4679, grad_norm: 6.0869 2021-07-14 06:56:26,440 - mmaction - INFO - Epoch [233][880/1879] lr: 2.153e-03, eta: 10:41:36, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6633, top5_acc: 0.8441, loss_cls: 1.4243, loss: 1.4243, grad_norm: 6.0384 2021-07-14 06:56:43,231 - mmaction - INFO - Epoch [233][900/1879] lr: 2.153e-03, eta: 10:41:18, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.6621, top5_acc: 0.8422, loss_cls: 1.4200, loss: 1.4200, grad_norm: 5.8617 2021-07-14 06:57:00,089 - mmaction - INFO - Epoch [233][920/1879] lr: 2.153e-03, eta: 10:41:01, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6590, top5_acc: 0.8395, loss_cls: 1.4447, loss: 1.4447, grad_norm: 5.9975 2021-07-14 06:57:16,673 - mmaction - INFO - Epoch [233][940/1879] lr: 2.153e-03, eta: 10:40:43, time: 0.828, data_time: 0.001, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8215, loss_cls: 1.5057, loss: 1.5057, grad_norm: 6.0141 2021-07-14 06:57:33,409 - mmaction - INFO - Epoch [233][960/1879] lr: 2.153e-03, eta: 10:40:25, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8492, loss_cls: 1.4579, loss: 1.4579, grad_norm: 6.0750 2021-07-14 06:57:50,509 - mmaction - INFO - Epoch [233][980/1879] lr: 2.153e-03, eta: 10:40:08, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8301, loss_cls: 1.5216, loss: 1.5216, grad_norm: 6.0570 2021-07-14 06:58:07,461 - mmaction - INFO - Epoch [233][1000/1879] lr: 2.153e-03, eta: 10:39:50, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8426, loss_cls: 1.4429, loss: 1.4429, grad_norm: 5.9250 2021-07-14 06:58:24,432 - mmaction - INFO - Epoch [233][1020/1879] lr: 2.153e-03, eta: 10:39:33, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8281, loss_cls: 1.4636, loss: 1.4636, grad_norm: 6.0129 2021-07-14 06:58:41,560 - mmaction - INFO - Epoch [233][1040/1879] lr: 2.153e-03, eta: 10:39:15, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6562, top5_acc: 0.8371, loss_cls: 1.4609, loss: 1.4609, grad_norm: 6.1874 2021-07-14 06:58:58,457 - mmaction - INFO - Epoch [233][1060/1879] lr: 2.153e-03, eta: 10:38:58, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.6500, top5_acc: 0.8328, loss_cls: 1.4692, loss: 1.4692, grad_norm: 6.0878 2021-07-14 06:59:15,308 - mmaction - INFO - Epoch [233][1080/1879] lr: 2.153e-03, eta: 10:38:40, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6473, top5_acc: 0.8379, loss_cls: 1.4613, loss: 1.4613, grad_norm: 6.0981 2021-07-14 06:59:32,319 - mmaction - INFO - Epoch [233][1100/1879] lr: 2.153e-03, eta: 10:38:23, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6316, top5_acc: 0.8191, loss_cls: 1.5914, loss: 1.5914, grad_norm: 6.2881 2021-07-14 06:59:49,278 - mmaction - INFO - Epoch [233][1120/1879] lr: 2.153e-03, eta: 10:38:05, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6551, top5_acc: 0.8328, loss_cls: 1.4912, loss: 1.4912, grad_norm: 5.9764 2021-07-14 07:00:06,237 - mmaction - INFO - Epoch [233][1140/1879] lr: 2.153e-03, eta: 10:37:48, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6637, top5_acc: 0.8398, loss_cls: 1.4819, loss: 1.4819, grad_norm: 6.0508 2021-07-14 07:00:23,290 - mmaction - INFO - Epoch [233][1160/1879] lr: 2.153e-03, eta: 10:37:30, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6621, top5_acc: 0.8523, loss_cls: 1.4129, loss: 1.4129, grad_norm: 5.9839 2021-07-14 07:00:40,362 - mmaction - INFO - Epoch [233][1180/1879] lr: 2.153e-03, eta: 10:37:13, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6598, top5_acc: 0.8414, loss_cls: 1.4400, loss: 1.4400, grad_norm: 6.0688 2021-07-14 07:00:57,078 - mmaction - INFO - Epoch [233][1200/1879] lr: 2.153e-03, eta: 10:36:55, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.6430, top5_acc: 0.8332, loss_cls: 1.5236, loss: 1.5236, grad_norm: 6.2606 2021-07-14 07:01:14,076 - mmaction - INFO - Epoch [233][1220/1879] lr: 2.153e-03, eta: 10:36:38, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6668, top5_acc: 0.8488, loss_cls: 1.4165, loss: 1.4165, grad_norm: 6.1026 2021-07-14 07:01:30,543 - mmaction - INFO - Epoch [233][1240/1879] lr: 2.153e-03, eta: 10:36:20, time: 0.824, data_time: 0.003, memory: 6454, top1_acc: 0.6480, top5_acc: 0.8480, loss_cls: 1.4550, loss: 1.4550, grad_norm: 6.1350 2021-07-14 07:01:47,599 - mmaction - INFO - Epoch [233][1260/1879] lr: 2.153e-03, eta: 10:36:03, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6707, top5_acc: 0.8539, loss_cls: 1.3792, loss: 1.3792, grad_norm: 5.9864 2021-07-14 07:02:04,470 - mmaction - INFO - Epoch [233][1280/1879] lr: 2.153e-03, eta: 10:35:45, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8527, loss_cls: 1.3726, loss: 1.3726, grad_norm: 6.1551 2021-07-14 07:02:21,316 - mmaction - INFO - Epoch [233][1300/1879] lr: 2.153e-03, eta: 10:35:28, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8586, loss_cls: 1.3792, loss: 1.3792, grad_norm: 6.0710 2021-07-14 07:02:38,029 - mmaction - INFO - Epoch [233][1320/1879] lr: 2.153e-03, eta: 10:35:10, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.6594, top5_acc: 0.8426, loss_cls: 1.4520, loss: 1.4520, grad_norm: 6.0637 2021-07-14 07:02:55,031 - mmaction - INFO - Epoch [233][1340/1879] lr: 2.153e-03, eta: 10:34:52, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6469, top5_acc: 0.8402, loss_cls: 1.4683, loss: 1.4683, grad_norm: 6.2547 2021-07-14 07:03:11,909 - mmaction - INFO - Epoch [233][1360/1879] lr: 2.153e-03, eta: 10:34:35, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8313, loss_cls: 1.4963, loss: 1.4963, grad_norm: 6.2537 2021-07-14 07:03:29,063 - mmaction - INFO - Epoch [233][1380/1879] lr: 2.153e-03, eta: 10:34:17, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.6508, top5_acc: 0.8426, loss_cls: 1.4516, loss: 1.4516, grad_norm: 6.1059 2021-07-14 07:03:45,977 - mmaction - INFO - Epoch [233][1400/1879] lr: 2.153e-03, eta: 10:34:00, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6582, top5_acc: 0.8461, loss_cls: 1.4552, loss: 1.4552, grad_norm: 6.1761 2021-07-14 07:04:03,016 - mmaction - INFO - Epoch [233][1420/1879] lr: 2.153e-03, eta: 10:33:42, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.6469, top5_acc: 0.8383, loss_cls: 1.4917, loss: 1.4917, grad_norm: 6.2158 2021-07-14 07:04:19,894 - mmaction - INFO - Epoch [233][1440/1879] lr: 2.153e-03, eta: 10:33:25, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8324, loss_cls: 1.5062, loss: 1.5062, grad_norm: 6.1572 2021-07-14 07:04:36,877 - mmaction - INFO - Epoch [233][1460/1879] lr: 2.153e-03, eta: 10:33:07, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6672, top5_acc: 0.8508, loss_cls: 1.3948, loss: 1.3948, grad_norm: 6.1366 2021-07-14 07:04:53,764 - mmaction - INFO - Epoch [233][1480/1879] lr: 2.153e-03, eta: 10:32:50, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6559, top5_acc: 0.8410, loss_cls: 1.4689, loss: 1.4689, grad_norm: 6.1740 2021-07-14 07:05:10,804 - mmaction - INFO - Epoch [233][1500/1879] lr: 2.153e-03, eta: 10:32:32, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6516, top5_acc: 0.8426, loss_cls: 1.4523, loss: 1.4523, grad_norm: 6.1153 2021-07-14 07:05:27,587 - mmaction - INFO - Epoch [233][1520/1879] lr: 2.153e-03, eta: 10:32:15, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.6562, top5_acc: 0.8348, loss_cls: 1.4740, loss: 1.4740, grad_norm: 6.2625 2021-07-14 07:05:44,773 - mmaction - INFO - Epoch [233][1540/1879] lr: 2.153e-03, eta: 10:31:57, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6625, top5_acc: 0.8453, loss_cls: 1.4122, loss: 1.4122, grad_norm: 6.0338 2021-07-14 07:06:02,519 - mmaction - INFO - Epoch [233][1560/1879] lr: 2.153e-03, eta: 10:31:40, time: 0.890, data_time: 0.004, memory: 6454, top1_acc: 0.6430, top5_acc: 0.8336, loss_cls: 1.4804, loss: 1.4804, grad_norm: 6.1405 2021-07-14 07:06:19,683 - mmaction - INFO - Epoch [233][1580/1879] lr: 2.153e-03, eta: 10:31:22, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.6461, top5_acc: 0.8457, loss_cls: 1.4876, loss: 1.4876, grad_norm: 6.1386 2021-07-14 07:06:36,634 - mmaction - INFO - Epoch [233][1600/1879] lr: 2.153e-03, eta: 10:31:05, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6617, top5_acc: 0.8477, loss_cls: 1.4087, loss: 1.4087, grad_norm: 5.9789 2021-07-14 07:06:53,779 - mmaction - INFO - Epoch [233][1620/1879] lr: 2.153e-03, eta: 10:30:47, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6562, top5_acc: 0.8355, loss_cls: 1.4532, loss: 1.4532, grad_norm: 6.0245 2021-07-14 07:07:10,710 - mmaction - INFO - Epoch [233][1640/1879] lr: 2.153e-03, eta: 10:30:30, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8496, loss_cls: 1.4164, loss: 1.4164, grad_norm: 6.1551 2021-07-14 07:07:27,796 - mmaction - INFO - Epoch [233][1660/1879] lr: 2.153e-03, eta: 10:30:12, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6480, top5_acc: 0.8379, loss_cls: 1.4683, loss: 1.4683, grad_norm: 6.0508 2021-07-14 07:07:44,808 - mmaction - INFO - Epoch [233][1680/1879] lr: 2.153e-03, eta: 10:29:55, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6543, top5_acc: 0.8438, loss_cls: 1.4365, loss: 1.4365, grad_norm: 6.0748 2021-07-14 07:08:01,860 - mmaction - INFO - Epoch [233][1700/1879] lr: 2.153e-03, eta: 10:29:37, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6562, top5_acc: 0.8492, loss_cls: 1.4213, loss: 1.4213, grad_norm: 6.0762 2021-07-14 07:08:18,977 - mmaction - INFO - Epoch [233][1720/1879] lr: 2.153e-03, eta: 10:29:20, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6492, top5_acc: 0.8355, loss_cls: 1.4670, loss: 1.4670, grad_norm: 6.2573 2021-07-14 07:08:35,883 - mmaction - INFO - Epoch [233][1740/1879] lr: 2.153e-03, eta: 10:29:02, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6613, top5_acc: 0.8496, loss_cls: 1.4258, loss: 1.4258, grad_norm: 6.0545 2021-07-14 07:08:52,978 - mmaction - INFO - Epoch [233][1760/1879] lr: 2.153e-03, eta: 10:28:45, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8500, loss_cls: 1.4334, loss: 1.4334, grad_norm: 6.0703 2021-07-14 07:09:09,698 - mmaction - INFO - Epoch [233][1780/1879] lr: 2.153e-03, eta: 10:28:27, time: 0.837, data_time: 0.006, memory: 6454, top1_acc: 0.6594, top5_acc: 0.8492, loss_cls: 1.4216, loss: 1.4216, grad_norm: 6.0955 2021-07-14 07:09:26,573 - mmaction - INFO - Epoch [233][1800/1879] lr: 2.153e-03, eta: 10:28:10, time: 0.843, data_time: 0.007, memory: 6454, top1_acc: 0.6496, top5_acc: 0.8348, loss_cls: 1.4850, loss: 1.4850, grad_norm: 6.3268 2021-07-14 07:09:43,508 - mmaction - INFO - Epoch [233][1820/1879] lr: 2.153e-03, eta: 10:27:52, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6500, top5_acc: 0.8336, loss_cls: 1.4764, loss: 1.4764, grad_norm: 6.1224 2021-07-14 07:10:00,531 - mmaction - INFO - Epoch [233][1840/1879] lr: 2.153e-03, eta: 10:27:35, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6422, top5_acc: 0.8297, loss_cls: 1.5045, loss: 1.5045, grad_norm: 6.1062 2021-07-14 07:10:17,394 - mmaction - INFO - Epoch [233][1860/1879] lr: 2.153e-03, eta: 10:27:17, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6473, top5_acc: 0.8379, loss_cls: 1.4900, loss: 1.4900, grad_norm: 6.2148 2021-07-14 07:12:14,745 - mmaction - INFO - Epoch [234][20/1879] lr: 1.978e-03, eta: 10:26:58, time: 4.728, data_time: 3.720, memory: 6454, top1_acc: 0.6512, top5_acc: 0.8387, loss_cls: 1.4540, loss: 1.4540, grad_norm: 6.1491 2021-07-14 07:12:31,139 - mmaction - INFO - Epoch [234][40/1879] lr: 1.978e-03, eta: 10:26:40, time: 0.819, data_time: 0.001, memory: 6454, top1_acc: 0.6652, top5_acc: 0.8539, loss_cls: 1.4154, loss: 1.4154, grad_norm: 6.0406 2021-07-14 07:12:47,588 - mmaction - INFO - Epoch [234][60/1879] lr: 1.978e-03, eta: 10:26:22, time: 0.823, data_time: 0.005, memory: 6454, top1_acc: 0.6516, top5_acc: 0.8348, loss_cls: 1.4640, loss: 1.4640, grad_norm: 6.1197 2021-07-14 07:13:03,976 - mmaction - INFO - Epoch [234][80/1879] lr: 1.978e-03, eta: 10:26:05, time: 0.818, data_time: 0.001, memory: 6454, top1_acc: 0.6484, top5_acc: 0.8359, loss_cls: 1.4572, loss: 1.4572, grad_norm: 6.0121 2021-07-14 07:13:20,721 - mmaction - INFO - Epoch [234][100/1879] lr: 1.978e-03, eta: 10:25:47, time: 0.835, data_time: 0.006, memory: 6454, top1_acc: 0.6656, top5_acc: 0.8441, loss_cls: 1.4345, loss: 1.4345, grad_norm: 5.9953 2021-07-14 07:13:37,672 - mmaction - INFO - Epoch [234][120/1879] lr: 1.978e-03, eta: 10:25:30, time: 0.850, data_time: 0.009, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8363, loss_cls: 1.4922, loss: 1.4922, grad_norm: 6.2526 2021-07-14 07:13:54,552 - mmaction - INFO - Epoch [234][140/1879] lr: 1.978e-03, eta: 10:25:12, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8520, loss_cls: 1.4333, loss: 1.4333, grad_norm: 6.0876 2021-07-14 07:14:11,566 - mmaction - INFO - Epoch [234][160/1879] lr: 1.978e-03, eta: 10:24:55, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8461, loss_cls: 1.4192, loss: 1.4192, grad_norm: 5.9756 2021-07-14 07:14:28,580 - mmaction - INFO - Epoch [234][180/1879] lr: 1.978e-03, eta: 10:24:37, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8395, loss_cls: 1.4531, loss: 1.4531, grad_norm: 5.9742 2021-07-14 07:14:45,309 - mmaction - INFO - Epoch [234][200/1879] lr: 1.978e-03, eta: 10:24:19, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8438, loss_cls: 1.4319, loss: 1.4319, grad_norm: 5.9396 2021-07-14 07:15:02,130 - mmaction - INFO - Epoch [234][220/1879] lr: 1.978e-03, eta: 10:24:02, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.6648, top5_acc: 0.8348, loss_cls: 1.4427, loss: 1.4427, grad_norm: 5.9449 2021-07-14 07:15:18,718 - mmaction - INFO - Epoch [234][240/1879] lr: 1.978e-03, eta: 10:23:44, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.6605, top5_acc: 0.8391, loss_cls: 1.4376, loss: 1.4376, grad_norm: 5.8979 2021-07-14 07:15:35,444 - mmaction - INFO - Epoch [234][260/1879] lr: 1.978e-03, eta: 10:23:27, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.6551, top5_acc: 0.8418, loss_cls: 1.4598, loss: 1.4598, grad_norm: 6.1111 2021-07-14 07:15:51,891 - mmaction - INFO - Epoch [234][280/1879] lr: 1.978e-03, eta: 10:23:09, time: 0.821, data_time: 0.001, memory: 6454, top1_acc: 0.6668, top5_acc: 0.8520, loss_cls: 1.3724, loss: 1.3724, grad_norm: 5.9757 2021-07-14 07:16:09,173 - mmaction - INFO - Epoch [234][300/1879] lr: 1.978e-03, eta: 10:22:52, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.6738, top5_acc: 0.8445, loss_cls: 1.3917, loss: 1.3917, grad_norm: 5.9140 2021-07-14 07:16:26,501 - mmaction - INFO - Epoch [234][320/1879] lr: 1.978e-03, eta: 10:22:34, time: 0.869, data_time: 0.005, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8426, loss_cls: 1.4214, loss: 1.4214, grad_norm: 6.0916 2021-07-14 07:16:43,564 - mmaction - INFO - Epoch [234][340/1879] lr: 1.978e-03, eta: 10:22:17, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8422, loss_cls: 1.4375, loss: 1.4375, grad_norm: 6.1050 2021-07-14 07:17:00,471 - mmaction - INFO - Epoch [234][360/1879] lr: 1.978e-03, eta: 10:21:59, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6434, top5_acc: 0.8285, loss_cls: 1.4992, loss: 1.4992, grad_norm: 6.2004 2021-07-14 07:17:17,552 - mmaction - INFO - Epoch [234][380/1879] lr: 1.978e-03, eta: 10:21:42, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6395, top5_acc: 0.8352, loss_cls: 1.4973, loss: 1.4973, grad_norm: 6.2348 2021-07-14 07:17:34,318 - mmaction - INFO - Epoch [234][400/1879] lr: 1.978e-03, eta: 10:21:24, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.6523, top5_acc: 0.8398, loss_cls: 1.4388, loss: 1.4388, grad_norm: 6.1906 2021-07-14 07:17:51,258 - mmaction - INFO - Epoch [234][420/1879] lr: 1.978e-03, eta: 10:21:07, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8477, loss_cls: 1.4136, loss: 1.4136, grad_norm: 5.9820 2021-07-14 07:18:08,330 - mmaction - INFO - Epoch [234][440/1879] lr: 1.978e-03, eta: 10:20:49, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8363, loss_cls: 1.4717, loss: 1.4717, grad_norm: 6.1427 2021-07-14 07:18:25,207 - mmaction - INFO - Epoch [234][460/1879] lr: 1.978e-03, eta: 10:20:32, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8383, loss_cls: 1.5022, loss: 1.5022, grad_norm: 6.1000 2021-07-14 07:18:42,237 - mmaction - INFO - Epoch [234][480/1879] lr: 1.978e-03, eta: 10:20:14, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6664, top5_acc: 0.8387, loss_cls: 1.4202, loss: 1.4202, grad_norm: 5.9954 2021-07-14 07:18:59,105 - mmaction - INFO - Epoch [234][500/1879] lr: 1.978e-03, eta: 10:19:56, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.6609, top5_acc: 0.8391, loss_cls: 1.4506, loss: 1.4506, grad_norm: 6.0792 2021-07-14 07:19:15,911 - mmaction - INFO - Epoch [234][520/1879] lr: 1.978e-03, eta: 10:19:39, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.4109, loss: 1.4109, grad_norm: 6.0010 2021-07-14 07:19:33,146 - mmaction - INFO - Epoch [234][540/1879] lr: 1.978e-03, eta: 10:19:21, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4407, loss: 1.4407, grad_norm: 6.0679 2021-07-14 07:19:50,337 - mmaction - INFO - Epoch [234][560/1879] lr: 1.978e-03, eta: 10:19:04, time: 0.861, data_time: 0.002, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8555, loss_cls: 1.3654, loss: 1.3654, grad_norm: 5.9831 2021-07-14 07:20:07,410 - mmaction - INFO - Epoch [234][580/1879] lr: 1.978e-03, eta: 10:18:47, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8441, loss_cls: 1.4271, loss: 1.4271, grad_norm: 6.1591 2021-07-14 07:20:24,226 - mmaction - INFO - Epoch [234][600/1879] lr: 1.978e-03, eta: 10:18:29, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6641, top5_acc: 0.8391, loss_cls: 1.4260, loss: 1.4260, grad_norm: 6.0775 2021-07-14 07:20:41,270 - mmaction - INFO - Epoch [234][620/1879] lr: 1.978e-03, eta: 10:18:11, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.4054, loss: 1.4054, grad_norm: 6.1710 2021-07-14 07:20:58,029 - mmaction - INFO - Epoch [234][640/1879] lr: 1.978e-03, eta: 10:17:54, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.6398, top5_acc: 0.8293, loss_cls: 1.5081, loss: 1.5081, grad_norm: 6.2124 2021-07-14 07:21:14,952 - mmaction - INFO - Epoch [234][660/1879] lr: 1.978e-03, eta: 10:17:36, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6520, top5_acc: 0.8320, loss_cls: 1.4706, loss: 1.4706, grad_norm: 6.0719 2021-07-14 07:21:32,060 - mmaction - INFO - Epoch [234][680/1879] lr: 1.978e-03, eta: 10:17:19, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6684, top5_acc: 0.8477, loss_cls: 1.3823, loss: 1.3823, grad_norm: 6.1167 2021-07-14 07:21:48,559 - mmaction - INFO - Epoch [234][700/1879] lr: 1.978e-03, eta: 10:17:01, time: 0.826, data_time: 0.002, memory: 6454, top1_acc: 0.6539, top5_acc: 0.8383, loss_cls: 1.4853, loss: 1.4853, grad_norm: 6.1915 2021-07-14 07:22:05,445 - mmaction - INFO - Epoch [234][720/1879] lr: 1.978e-03, eta: 10:16:44, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8469, loss_cls: 1.4140, loss: 1.4140, grad_norm: 6.0469 2021-07-14 07:22:22,465 - mmaction - INFO - Epoch [234][740/1879] lr: 1.978e-03, eta: 10:16:26, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6512, top5_acc: 0.8488, loss_cls: 1.4676, loss: 1.4676, grad_norm: 6.1810 2021-07-14 07:22:39,439 - mmaction - INFO - Epoch [234][760/1879] lr: 1.978e-03, eta: 10:16:09, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6523, top5_acc: 0.8492, loss_cls: 1.4489, loss: 1.4489, grad_norm: 6.2467 2021-07-14 07:22:55,869 - mmaction - INFO - Epoch [234][780/1879] lr: 1.978e-03, eta: 10:15:51, time: 0.822, data_time: 0.002, memory: 6454, top1_acc: 0.6551, top5_acc: 0.8438, loss_cls: 1.4469, loss: 1.4469, grad_norm: 6.0824 2021-07-14 07:23:13,213 - mmaction - INFO - Epoch [234][800/1879] lr: 1.978e-03, eta: 10:15:34, time: 0.867, data_time: 0.002, memory: 6454, top1_acc: 0.6441, top5_acc: 0.8348, loss_cls: 1.4866, loss: 1.4866, grad_norm: 6.2333 2021-07-14 07:23:30,278 - mmaction - INFO - Epoch [234][820/1879] lr: 1.978e-03, eta: 10:15:16, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6723, top5_acc: 0.8523, loss_cls: 1.3951, loss: 1.3951, grad_norm: 6.0340 2021-07-14 07:23:47,134 - mmaction - INFO - Epoch [234][840/1879] lr: 1.978e-03, eta: 10:14:59, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6496, top5_acc: 0.8320, loss_cls: 1.4732, loss: 1.4732, grad_norm: 6.3135 2021-07-14 07:24:04,056 - mmaction - INFO - Epoch [234][860/1879] lr: 1.978e-03, eta: 10:14:41, time: 0.845, data_time: 0.007, memory: 6454, top1_acc: 0.6594, top5_acc: 0.8453, loss_cls: 1.4028, loss: 1.4028, grad_norm: 6.1026 2021-07-14 07:24:21,240 - mmaction - INFO - Epoch [234][880/1879] lr: 1.978e-03, eta: 10:14:24, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8285, loss_cls: 1.4956, loss: 1.4956, grad_norm: 6.0532 2021-07-14 07:24:38,431 - mmaction - INFO - Epoch [234][900/1879] lr: 1.978e-03, eta: 10:14:06, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.6637, top5_acc: 0.8465, loss_cls: 1.4350, loss: 1.4350, grad_norm: 6.2496 2021-07-14 07:24:55,377 - mmaction - INFO - Epoch [234][920/1879] lr: 1.978e-03, eta: 10:13:49, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6391, top5_acc: 0.8297, loss_cls: 1.5224, loss: 1.5224, grad_norm: 6.2506 2021-07-14 07:25:12,439 - mmaction - INFO - Epoch [234][940/1879] lr: 1.978e-03, eta: 10:13:31, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6492, top5_acc: 0.8293, loss_cls: 1.4614, loss: 1.4614, grad_norm: 6.0994 2021-07-14 07:25:29,434 - mmaction - INFO - Epoch [234][960/1879] lr: 1.978e-03, eta: 10:13:14, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6727, top5_acc: 0.8465, loss_cls: 1.4066, loss: 1.4066, grad_norm: 6.1601 2021-07-14 07:25:46,343 - mmaction - INFO - Epoch [234][980/1879] lr: 1.978e-03, eta: 10:12:56, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6562, top5_acc: 0.8445, loss_cls: 1.4300, loss: 1.4300, grad_norm: 6.0957 2021-07-14 07:26:03,512 - mmaction - INFO - Epoch [234][1000/1879] lr: 1.978e-03, eta: 10:12:39, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.6527, top5_acc: 0.8395, loss_cls: 1.4530, loss: 1.4530, grad_norm: 6.2531 2021-07-14 07:26:20,236 - mmaction - INFO - Epoch [234][1020/1879] lr: 1.978e-03, eta: 10:12:21, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.6523, top5_acc: 0.8426, loss_cls: 1.4603, loss: 1.4603, grad_norm: 6.1800 2021-07-14 07:26:37,345 - mmaction - INFO - Epoch [234][1040/1879] lr: 1.978e-03, eta: 10:12:04, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6672, top5_acc: 0.8410, loss_cls: 1.4176, loss: 1.4176, grad_norm: 6.0366 2021-07-14 07:26:54,261 - mmaction - INFO - Epoch [234][1060/1879] lr: 1.978e-03, eta: 10:11:46, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6625, top5_acc: 0.8406, loss_cls: 1.4307, loss: 1.4307, grad_norm: 6.0904 2021-07-14 07:27:11,373 - mmaction - INFO - Epoch [234][1080/1879] lr: 1.978e-03, eta: 10:11:28, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8426, loss_cls: 1.4778, loss: 1.4778, grad_norm: 6.2186 2021-07-14 07:27:28,311 - mmaction - INFO - Epoch [234][1100/1879] lr: 1.978e-03, eta: 10:11:11, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6512, top5_acc: 0.8449, loss_cls: 1.4774, loss: 1.4774, grad_norm: 6.2770 2021-07-14 07:27:45,304 - mmaction - INFO - Epoch [234][1120/1879] lr: 1.978e-03, eta: 10:10:53, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.4655, loss: 1.4655, grad_norm: 6.2046 2021-07-14 07:28:02,353 - mmaction - INFO - Epoch [234][1140/1879] lr: 1.978e-03, eta: 10:10:36, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6617, top5_acc: 0.8547, loss_cls: 1.3998, loss: 1.3998, grad_norm: 6.1397 2021-07-14 07:28:19,378 - mmaction - INFO - Epoch [234][1160/1879] lr: 1.978e-03, eta: 10:10:18, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6539, top5_acc: 0.8395, loss_cls: 1.4641, loss: 1.4641, grad_norm: 6.2573 2021-07-14 07:28:36,199 - mmaction - INFO - Epoch [234][1180/1879] lr: 1.978e-03, eta: 10:10:01, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6457, top5_acc: 0.8430, loss_cls: 1.4695, loss: 1.4695, grad_norm: 6.2038 2021-07-14 07:28:53,555 - mmaction - INFO - Epoch [234][1200/1879] lr: 1.978e-03, eta: 10:09:43, time: 0.866, data_time: 0.004, memory: 6454, top1_acc: 0.6551, top5_acc: 0.8422, loss_cls: 1.4346, loss: 1.4346, grad_norm: 6.1434 2021-07-14 07:29:10,217 - mmaction - INFO - Epoch [234][1220/1879] lr: 1.978e-03, eta: 10:09:26, time: 0.835, data_time: 0.006, memory: 6454, top1_acc: 0.6410, top5_acc: 0.8246, loss_cls: 1.5464, loss: 1.5464, grad_norm: 6.3227 2021-07-14 07:29:26,973 - mmaction - INFO - Epoch [234][1240/1879] lr: 1.978e-03, eta: 10:09:08, time: 0.836, data_time: 0.006, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8457, loss_cls: 1.4529, loss: 1.4529, grad_norm: 6.1603 2021-07-14 07:29:44,009 - mmaction - INFO - Epoch [234][1260/1879] lr: 1.978e-03, eta: 10:08:51, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6625, top5_acc: 0.8457, loss_cls: 1.4195, loss: 1.4195, grad_norm: 6.0724 2021-07-14 07:30:01,038 - mmaction - INFO - Epoch [234][1280/1879] lr: 1.978e-03, eta: 10:08:33, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8367, loss_cls: 1.4172, loss: 1.4172, grad_norm: 6.1208 2021-07-14 07:30:17,760 - mmaction - INFO - Epoch [234][1300/1879] lr: 1.978e-03, eta: 10:08:16, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.6555, top5_acc: 0.8426, loss_cls: 1.4592, loss: 1.4592, grad_norm: 6.2385 2021-07-14 07:30:34,865 - mmaction - INFO - Epoch [234][1320/1879] lr: 1.978e-03, eta: 10:07:58, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.6598, top5_acc: 0.8438, loss_cls: 1.4242, loss: 1.4242, grad_norm: 5.9349 2021-07-14 07:30:51,907 - mmaction - INFO - Epoch [234][1340/1879] lr: 1.978e-03, eta: 10:07:41, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8441, loss_cls: 1.4745, loss: 1.4745, grad_norm: 6.2436 2021-07-14 07:31:08,603 - mmaction - INFO - Epoch [234][1360/1879] lr: 1.978e-03, eta: 10:07:23, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.6512, top5_acc: 0.8453, loss_cls: 1.4464, loss: 1.4464, grad_norm: 6.0515 2021-07-14 07:31:25,605 - mmaction - INFO - Epoch [234][1380/1879] lr: 1.978e-03, eta: 10:07:06, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6535, top5_acc: 0.8410, loss_cls: 1.4660, loss: 1.4660, grad_norm: 6.2715 2021-07-14 07:31:42,431 - mmaction - INFO - Epoch [234][1400/1879] lr: 1.978e-03, eta: 10:06:48, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6484, top5_acc: 0.8438, loss_cls: 1.4555, loss: 1.4555, grad_norm: 6.2365 2021-07-14 07:31:59,399 - mmaction - INFO - Epoch [234][1420/1879] lr: 1.978e-03, eta: 10:06:31, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6516, top5_acc: 0.8504, loss_cls: 1.4480, loss: 1.4480, grad_norm: 6.1354 2021-07-14 07:32:16,430 - mmaction - INFO - Epoch [234][1440/1879] lr: 1.978e-03, eta: 10:06:13, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6582, top5_acc: 0.8422, loss_cls: 1.4466, loss: 1.4466, grad_norm: 6.1219 2021-07-14 07:32:33,464 - mmaction - INFO - Epoch [234][1460/1879] lr: 1.978e-03, eta: 10:05:56, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6566, top5_acc: 0.8402, loss_cls: 1.4532, loss: 1.4532, grad_norm: 6.1103 2021-07-14 07:32:50,674 - mmaction - INFO - Epoch [234][1480/1879] lr: 1.978e-03, eta: 10:05:38, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8355, loss_cls: 1.4573, loss: 1.4573, grad_norm: 6.1555 2021-07-14 07:33:07,834 - mmaction - INFO - Epoch [234][1500/1879] lr: 1.978e-03, eta: 10:05:21, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6512, top5_acc: 0.8246, loss_cls: 1.5065, loss: 1.5065, grad_norm: 6.2324 2021-07-14 07:33:24,364 - mmaction - INFO - Epoch [234][1520/1879] lr: 1.978e-03, eta: 10:05:03, time: 0.828, data_time: 0.006, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8328, loss_cls: 1.5120, loss: 1.5120, grad_norm: 6.2946 2021-07-14 07:33:41,237 - mmaction - INFO - Epoch [234][1540/1879] lr: 1.978e-03, eta: 10:04:46, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6738, top5_acc: 0.8457, loss_cls: 1.4015, loss: 1.4015, grad_norm: 6.1404 2021-07-14 07:33:58,565 - mmaction - INFO - Epoch [234][1560/1879] lr: 1.978e-03, eta: 10:04:28, time: 0.864, data_time: 0.005, memory: 6454, top1_acc: 0.6637, top5_acc: 0.8371, loss_cls: 1.4444, loss: 1.4444, grad_norm: 6.0589 2021-07-14 07:34:15,855 - mmaction - INFO - Epoch [234][1580/1879] lr: 1.978e-03, eta: 10:04:11, time: 0.865, data_time: 0.003, memory: 6454, top1_acc: 0.6508, top5_acc: 0.8383, loss_cls: 1.4609, loss: 1.4609, grad_norm: 6.1700 2021-07-14 07:34:32,777 - mmaction - INFO - Epoch [234][1600/1879] lr: 1.978e-03, eta: 10:03:53, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6586, top5_acc: 0.8410, loss_cls: 1.4479, loss: 1.4479, grad_norm: 6.1056 2021-07-14 07:34:49,665 - mmaction - INFO - Epoch [234][1620/1879] lr: 1.978e-03, eta: 10:03:36, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8500, loss_cls: 1.3684, loss: 1.3684, grad_norm: 6.0223 2021-07-14 07:35:06,939 - mmaction - INFO - Epoch [234][1640/1879] lr: 1.978e-03, eta: 10:03:18, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.6668, top5_acc: 0.8402, loss_cls: 1.4326, loss: 1.4326, grad_norm: 5.9463 2021-07-14 07:35:24,068 - mmaction - INFO - Epoch [234][1660/1879] lr: 1.978e-03, eta: 10:03:01, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6566, top5_acc: 0.8383, loss_cls: 1.4802, loss: 1.4802, grad_norm: 6.2434 2021-07-14 07:35:40,919 - mmaction - INFO - Epoch [234][1680/1879] lr: 1.978e-03, eta: 10:02:43, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.6621, top5_acc: 0.8438, loss_cls: 1.4440, loss: 1.4440, grad_norm: 6.1715 2021-07-14 07:35:58,039 - mmaction - INFO - Epoch [234][1700/1879] lr: 1.978e-03, eta: 10:02:26, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8449, loss_cls: 1.4206, loss: 1.4206, grad_norm: 6.1728 2021-07-14 07:36:14,991 - mmaction - INFO - Epoch [234][1720/1879] lr: 1.978e-03, eta: 10:02:08, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6578, top5_acc: 0.8395, loss_cls: 1.4421, loss: 1.4421, grad_norm: 6.0221 2021-07-14 07:36:31,621 - mmaction - INFO - Epoch [234][1740/1879] lr: 1.978e-03, eta: 10:01:51, time: 0.832, data_time: 0.002, memory: 6454, top1_acc: 0.6414, top5_acc: 0.8352, loss_cls: 1.5147, loss: 1.5147, grad_norm: 6.2695 2021-07-14 07:36:48,814 - mmaction - INFO - Epoch [234][1760/1879] lr: 1.978e-03, eta: 10:01:33, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4453, loss: 1.4453, grad_norm: 6.1548 2021-07-14 07:37:05,498 - mmaction - INFO - Epoch [234][1780/1879] lr: 1.978e-03, eta: 10:01:16, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.6551, top5_acc: 0.8406, loss_cls: 1.4473, loss: 1.4473, grad_norm: 6.0828 2021-07-14 07:37:22,694 - mmaction - INFO - Epoch [234][1800/1879] lr: 1.978e-03, eta: 10:00:58, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.6637, top5_acc: 0.8445, loss_cls: 1.4271, loss: 1.4271, grad_norm: 6.0146 2021-07-14 07:37:39,571 - mmaction - INFO - Epoch [234][1820/1879] lr: 1.978e-03, eta: 10:00:41, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6578, top5_acc: 0.8391, loss_cls: 1.4336, loss: 1.4336, grad_norm: 6.1619 2021-07-14 07:37:56,543 - mmaction - INFO - Epoch [234][1840/1879] lr: 1.978e-03, eta: 10:00:23, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8469, loss_cls: 1.4210, loss: 1.4210, grad_norm: 6.1321 2021-07-14 07:38:13,323 - mmaction - INFO - Epoch [234][1860/1879] lr: 1.978e-03, eta: 10:00:05, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6602, top5_acc: 0.8465, loss_cls: 1.4287, loss: 1.4287, grad_norm: 6.0167 2021-07-14 07:39:51,048 - mmaction - INFO - Epoch [235][20/1879] lr: 1.811e-03, eta: 9:59:41, time: 3.739, data_time: 2.762, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8527, loss_cls: 1.4030, loss: 1.4030, grad_norm: 6.0960 2021-07-14 07:40:07,547 - mmaction - INFO - Epoch [235][40/1879] lr: 1.811e-03, eta: 9:59:23, time: 0.824, data_time: 0.005, memory: 6454, top1_acc: 0.6668, top5_acc: 0.8438, loss_cls: 1.4190, loss: 1.4190, grad_norm: 6.2851 2021-07-14 07:40:24,472 - mmaction - INFO - Epoch [235][60/1879] lr: 1.811e-03, eta: 9:59:06, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6844, top5_acc: 0.8539, loss_cls: 1.3641, loss: 1.3641, grad_norm: 6.1088 2021-07-14 07:40:41,181 - mmaction - INFO - Epoch [235][80/1879] lr: 1.811e-03, eta: 9:58:48, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8441, loss_cls: 1.4197, loss: 1.4197, grad_norm: 6.0647 2021-07-14 07:40:57,788 - mmaction - INFO - Epoch [235][100/1879] lr: 1.811e-03, eta: 9:58:30, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.6570, top5_acc: 0.8324, loss_cls: 1.4288, loss: 1.4288, grad_norm: 6.2648 2021-07-14 07:41:14,797 - mmaction - INFO - Epoch [235][120/1879] lr: 1.811e-03, eta: 9:58:13, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6715, top5_acc: 0.8500, loss_cls: 1.3677, loss: 1.3677, grad_norm: 6.0939 2021-07-14 07:41:31,684 - mmaction - INFO - Epoch [235][140/1879] lr: 1.811e-03, eta: 9:57:55, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6559, top5_acc: 0.8387, loss_cls: 1.4224, loss: 1.4224, grad_norm: 6.3348 2021-07-14 07:41:48,747 - mmaction - INFO - Epoch [235][160/1879] lr: 1.811e-03, eta: 9:57:38, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6355, top5_acc: 0.8273, loss_cls: 1.5211, loss: 1.5211, grad_norm: 6.4012 2021-07-14 07:42:05,651 - mmaction - INFO - Epoch [235][180/1879] lr: 1.811e-03, eta: 9:57:20, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8426, loss_cls: 1.4671, loss: 1.4671, grad_norm: 6.1564 2021-07-14 07:42:22,536 - mmaction - INFO - Epoch [235][200/1879] lr: 1.811e-03, eta: 9:57:03, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8480, loss_cls: 1.4162, loss: 1.4162, grad_norm: 6.1525 2021-07-14 07:42:39,339 - mmaction - INFO - Epoch [235][220/1879] lr: 1.811e-03, eta: 9:56:45, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.6516, top5_acc: 0.8402, loss_cls: 1.4616, loss: 1.4616, grad_norm: 6.1770 2021-07-14 07:42:56,213 - mmaction - INFO - Epoch [235][240/1879] lr: 1.811e-03, eta: 9:56:28, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6398, top5_acc: 0.8254, loss_cls: 1.5289, loss: 1.5289, grad_norm: 6.3359 2021-07-14 07:43:13,374 - mmaction - INFO - Epoch [235][260/1879] lr: 1.811e-03, eta: 9:56:10, time: 0.858, data_time: 0.002, memory: 6454, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4511, loss: 1.4511, grad_norm: 6.1803 2021-07-14 07:43:29,851 - mmaction - INFO - Epoch [235][280/1879] lr: 1.811e-03, eta: 9:55:53, time: 0.824, data_time: 0.001, memory: 6454, top1_acc: 0.6531, top5_acc: 0.8352, loss_cls: 1.4543, loss: 1.4543, grad_norm: 6.3052 2021-07-14 07:43:46,487 - mmaction - INFO - Epoch [235][300/1879] lr: 1.811e-03, eta: 9:55:35, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.6648, top5_acc: 0.8414, loss_cls: 1.4253, loss: 1.4253, grad_norm: 6.1856 2021-07-14 07:44:03,767 - mmaction - INFO - Epoch [235][320/1879] lr: 1.811e-03, eta: 9:55:18, time: 0.864, data_time: 0.002, memory: 6454, top1_acc: 0.6559, top5_acc: 0.8449, loss_cls: 1.4700, loss: 1.4700, grad_norm: 6.0640 2021-07-14 07:44:20,770 - mmaction - INFO - Epoch [235][340/1879] lr: 1.811e-03, eta: 9:55:00, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8520, loss_cls: 1.4059, loss: 1.4059, grad_norm: 6.1241 2021-07-14 07:44:37,460 - mmaction - INFO - Epoch [235][360/1879] lr: 1.811e-03, eta: 9:54:42, time: 0.834, data_time: 0.006, memory: 6454, top1_acc: 0.6562, top5_acc: 0.8414, loss_cls: 1.4442, loss: 1.4442, grad_norm: 6.2226 2021-07-14 07:44:54,533 - mmaction - INFO - Epoch [235][380/1879] lr: 1.811e-03, eta: 9:54:25, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6727, top5_acc: 0.8609, loss_cls: 1.3586, loss: 1.3586, grad_norm: 6.1276 2021-07-14 07:45:11,611 - mmaction - INFO - Epoch [235][400/1879] lr: 1.811e-03, eta: 9:54:07, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8590, loss_cls: 1.3627, loss: 1.3627, grad_norm: 6.0037 2021-07-14 07:45:28,652 - mmaction - INFO - Epoch [235][420/1879] lr: 1.811e-03, eta: 9:53:50, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6617, top5_acc: 0.8320, loss_cls: 1.4578, loss: 1.4578, grad_norm: 6.2506 2021-07-14 07:45:45,555 - mmaction - INFO - Epoch [235][440/1879] lr: 1.811e-03, eta: 9:53:32, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.6613, top5_acc: 0.8426, loss_cls: 1.4427, loss: 1.4427, grad_norm: 6.1697 2021-07-14 07:46:02,628 - mmaction - INFO - Epoch [235][460/1879] lr: 1.811e-03, eta: 9:53:15, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8359, loss_cls: 1.4893, loss: 1.4893, grad_norm: 6.3251 2021-07-14 07:46:19,729 - mmaction - INFO - Epoch [235][480/1879] lr: 1.811e-03, eta: 9:52:57, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.6687, top5_acc: 0.8488, loss_cls: 1.4068, loss: 1.4068, grad_norm: 6.1458 2021-07-14 07:46:36,901 - mmaction - INFO - Epoch [235][500/1879] lr: 1.811e-03, eta: 9:52:40, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8367, loss_cls: 1.4637, loss: 1.4637, grad_norm: 6.2119 2021-07-14 07:46:53,926 - mmaction - INFO - Epoch [235][520/1879] lr: 1.811e-03, eta: 9:52:22, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.6559, top5_acc: 0.8359, loss_cls: 1.4816, loss: 1.4816, grad_norm: 6.1956 2021-07-14 07:47:10,768 - mmaction - INFO - Epoch [235][540/1879] lr: 1.811e-03, eta: 9:52:05, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6508, top5_acc: 0.8477, loss_cls: 1.4189, loss: 1.4189, grad_norm: 5.9731 2021-07-14 07:47:27,961 - mmaction - INFO - Epoch [235][560/1879] lr: 1.811e-03, eta: 9:51:47, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.6512, top5_acc: 0.8434, loss_cls: 1.4790, loss: 1.4790, grad_norm: 6.3831 2021-07-14 07:47:45,132 - mmaction - INFO - Epoch [235][580/1879] lr: 1.811e-03, eta: 9:51:30, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8508, loss_cls: 1.3607, loss: 1.3607, grad_norm: 5.8549 2021-07-14 07:48:01,963 - mmaction - INFO - Epoch [235][600/1879] lr: 1.811e-03, eta: 9:51:12, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6566, top5_acc: 0.8449, loss_cls: 1.4462, loss: 1.4462, grad_norm: 6.2970 2021-07-14 07:48:18,952 - mmaction - INFO - Epoch [235][620/1879] lr: 1.811e-03, eta: 9:50:55, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6605, top5_acc: 0.8336, loss_cls: 1.4634, loss: 1.4634, grad_norm: 6.0928 2021-07-14 07:48:35,988 - mmaction - INFO - Epoch [235][640/1879] lr: 1.811e-03, eta: 9:50:37, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6656, top5_acc: 0.8488, loss_cls: 1.3999, loss: 1.3999, grad_norm: 5.9452 2021-07-14 07:48:52,832 - mmaction - INFO - Epoch [235][660/1879] lr: 1.811e-03, eta: 9:50:20, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6602, top5_acc: 0.8469, loss_cls: 1.4132, loss: 1.4132, grad_norm: 6.0509 2021-07-14 07:49:09,811 - mmaction - INFO - Epoch [235][680/1879] lr: 1.811e-03, eta: 9:50:02, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6543, top5_acc: 0.8391, loss_cls: 1.4732, loss: 1.4732, grad_norm: 6.3808 2021-07-14 07:49:26,721 - mmaction - INFO - Epoch [235][700/1879] lr: 1.811e-03, eta: 9:49:45, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6570, top5_acc: 0.8426, loss_cls: 1.4495, loss: 1.4495, grad_norm: 6.0953 2021-07-14 07:49:44,136 - mmaction - INFO - Epoch [235][720/1879] lr: 1.811e-03, eta: 9:49:27, time: 0.868, data_time: 0.005, memory: 6454, top1_acc: 0.6578, top5_acc: 0.8438, loss_cls: 1.4257, loss: 1.4257, grad_norm: 6.0621 2021-07-14 07:50:01,129 - mmaction - INFO - Epoch [235][740/1879] lr: 1.811e-03, eta: 9:49:10, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6621, top5_acc: 0.8426, loss_cls: 1.4265, loss: 1.4265, grad_norm: 6.1905 2021-07-14 07:50:17,974 - mmaction - INFO - Epoch [235][760/1879] lr: 1.811e-03, eta: 9:48:52, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.6406, top5_acc: 0.8313, loss_cls: 1.4891, loss: 1.4891, grad_norm: 6.3422 2021-07-14 07:50:35,053 - mmaction - INFO - Epoch [235][780/1879] lr: 1.811e-03, eta: 9:48:35, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8391, loss_cls: 1.4509, loss: 1.4509, grad_norm: 6.1468 2021-07-14 07:50:51,976 - mmaction - INFO - Epoch [235][800/1879] lr: 1.811e-03, eta: 9:48:17, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6625, top5_acc: 0.8410, loss_cls: 1.4343, loss: 1.4343, grad_norm: 6.1244 2021-07-14 07:51:09,037 - mmaction - INFO - Epoch [235][820/1879] lr: 1.811e-03, eta: 9:48:00, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6500, top5_acc: 0.8406, loss_cls: 1.4351, loss: 1.4351, grad_norm: 6.1815 2021-07-14 07:51:25,946 - mmaction - INFO - Epoch [235][840/1879] lr: 1.811e-03, eta: 9:47:42, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.6492, top5_acc: 0.8355, loss_cls: 1.4855, loss: 1.4855, grad_norm: 6.1849 2021-07-14 07:51:42,900 - mmaction - INFO - Epoch [235][860/1879] lr: 1.811e-03, eta: 9:47:25, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8477, loss_cls: 1.3827, loss: 1.3827, grad_norm: 6.0542 2021-07-14 07:52:00,044 - mmaction - INFO - Epoch [235][880/1879] lr: 1.811e-03, eta: 9:47:07, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8438, loss_cls: 1.4492, loss: 1.4492, grad_norm: 6.3338 2021-07-14 07:52:16,892 - mmaction - INFO - Epoch [235][900/1879] lr: 1.811e-03, eta: 9:46:50, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8422, loss_cls: 1.4179, loss: 1.4179, grad_norm: 6.1013 2021-07-14 07:52:33,989 - mmaction - INFO - Epoch [235][920/1879] lr: 1.811e-03, eta: 9:46:32, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6484, top5_acc: 0.8418, loss_cls: 1.4827, loss: 1.4827, grad_norm: 6.3707 2021-07-14 07:52:50,772 - mmaction - INFO - Epoch [235][940/1879] lr: 1.811e-03, eta: 9:46:15, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6707, top5_acc: 0.8477, loss_cls: 1.3993, loss: 1.3993, grad_norm: 6.0588 2021-07-14 07:53:07,711 - mmaction - INFO - Epoch [235][960/1879] lr: 1.811e-03, eta: 9:45:57, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6461, top5_acc: 0.8453, loss_cls: 1.4447, loss: 1.4447, grad_norm: 6.1966 2021-07-14 07:53:24,759 - mmaction - INFO - Epoch [235][980/1879] lr: 1.811e-03, eta: 9:45:40, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6406, top5_acc: 0.8402, loss_cls: 1.4632, loss: 1.4632, grad_norm: 6.2069 2021-07-14 07:53:41,723 - mmaction - INFO - Epoch [235][1000/1879] lr: 1.811e-03, eta: 9:45:22, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6562, top5_acc: 0.8371, loss_cls: 1.4871, loss: 1.4871, grad_norm: 6.3360 2021-07-14 07:53:58,262 - mmaction - INFO - Epoch [235][1020/1879] lr: 1.811e-03, eta: 9:45:05, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8371, loss_cls: 1.4522, loss: 1.4522, grad_norm: 6.2733 2021-07-14 07:54:15,084 - mmaction - INFO - Epoch [235][1040/1879] lr: 1.811e-03, eta: 9:44:47, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6582, top5_acc: 0.8418, loss_cls: 1.4599, loss: 1.4599, grad_norm: 6.2050 2021-07-14 07:54:32,142 - mmaction - INFO - Epoch [235][1060/1879] lr: 1.811e-03, eta: 9:44:30, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6602, top5_acc: 0.8363, loss_cls: 1.4517, loss: 1.4517, grad_norm: 6.1721 2021-07-14 07:54:49,050 - mmaction - INFO - Epoch [235][1080/1879] lr: 1.811e-03, eta: 9:44:12, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6559, top5_acc: 0.8477, loss_cls: 1.4075, loss: 1.4075, grad_norm: 6.2525 2021-07-14 07:55:06,042 - mmaction - INFO - Epoch [235][1100/1879] lr: 1.811e-03, eta: 9:43:55, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6699, top5_acc: 0.8422, loss_cls: 1.4143, loss: 1.4143, grad_norm: 6.2356 2021-07-14 07:55:22,813 - mmaction - INFO - Epoch [235][1120/1879] lr: 1.811e-03, eta: 9:43:37, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.6664, top5_acc: 0.8480, loss_cls: 1.4201, loss: 1.4201, grad_norm: 6.1974 2021-07-14 07:55:39,885 - mmaction - INFO - Epoch [235][1140/1879] lr: 1.811e-03, eta: 9:43:20, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8559, loss_cls: 1.3669, loss: 1.3669, grad_norm: 6.2354 2021-07-14 07:55:57,115 - mmaction - INFO - Epoch [235][1160/1879] lr: 1.811e-03, eta: 9:43:02, time: 0.862, data_time: 0.003, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8465, loss_cls: 1.4436, loss: 1.4436, grad_norm: 6.3170 2021-07-14 07:56:14,070 - mmaction - INFO - Epoch [235][1180/1879] lr: 1.811e-03, eta: 9:42:45, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6465, top5_acc: 0.8344, loss_cls: 1.4673, loss: 1.4673, grad_norm: 6.3013 2021-07-14 07:56:30,993 - mmaction - INFO - Epoch [235][1200/1879] lr: 1.811e-03, eta: 9:42:27, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6586, top5_acc: 0.8461, loss_cls: 1.4391, loss: 1.4391, grad_norm: 6.2921 2021-07-14 07:56:47,994 - mmaction - INFO - Epoch [235][1220/1879] lr: 1.811e-03, eta: 9:42:10, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6543, top5_acc: 0.8359, loss_cls: 1.4580, loss: 1.4580, grad_norm: 6.2548 2021-07-14 07:57:04,781 - mmaction - INFO - Epoch [235][1240/1879] lr: 1.811e-03, eta: 9:41:52, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.6609, top5_acc: 0.8402, loss_cls: 1.4561, loss: 1.4561, grad_norm: 6.2594 2021-07-14 07:57:21,914 - mmaction - INFO - Epoch [235][1260/1879] lr: 1.811e-03, eta: 9:41:35, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6488, top5_acc: 0.8305, loss_cls: 1.4958, loss: 1.4958, grad_norm: 6.2979 2021-07-14 07:57:38,830 - mmaction - INFO - Epoch [235][1280/1879] lr: 1.811e-03, eta: 9:41:17, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6609, top5_acc: 0.8469, loss_cls: 1.4249, loss: 1.4249, grad_norm: 6.2195 2021-07-14 07:57:55,703 - mmaction - INFO - Epoch [235][1300/1879] lr: 1.811e-03, eta: 9:41:00, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6520, top5_acc: 0.8398, loss_cls: 1.4393, loss: 1.4393, grad_norm: 6.2889 2021-07-14 07:58:12,809 - mmaction - INFO - Epoch [235][1320/1879] lr: 1.811e-03, eta: 9:40:42, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8395, loss_cls: 1.4016, loss: 1.4016, grad_norm: 6.1007 2021-07-14 07:58:29,839 - mmaction - INFO - Epoch [235][1340/1879] lr: 1.811e-03, eta: 9:40:25, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6426, top5_acc: 0.8328, loss_cls: 1.5200, loss: 1.5200, grad_norm: 6.2631 2021-07-14 07:58:46,689 - mmaction - INFO - Epoch [235][1360/1879] lr: 1.811e-03, eta: 9:40:07, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.6621, top5_acc: 0.8469, loss_cls: 1.3968, loss: 1.3968, grad_norm: 6.0645 2021-07-14 07:59:03,504 - mmaction - INFO - Epoch [235][1380/1879] lr: 1.811e-03, eta: 9:39:49, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8531, loss_cls: 1.3649, loss: 1.3649, grad_norm: 6.1512 2021-07-14 07:59:20,638 - mmaction - INFO - Epoch [235][1400/1879] lr: 1.811e-03, eta: 9:39:32, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6617, top5_acc: 0.8422, loss_cls: 1.4217, loss: 1.4217, grad_norm: 6.0651 2021-07-14 07:59:37,373 - mmaction - INFO - Epoch [235][1420/1879] lr: 1.811e-03, eta: 9:39:14, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8523, loss_cls: 1.3917, loss: 1.3917, grad_norm: 6.1318 2021-07-14 07:59:54,523 - mmaction - INFO - Epoch [235][1440/1879] lr: 1.811e-03, eta: 9:38:57, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8539, loss_cls: 1.4054, loss: 1.4054, grad_norm: 6.0983 2021-07-14 08:00:11,572 - mmaction - INFO - Epoch [235][1460/1879] lr: 1.811e-03, eta: 9:38:39, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.6742, top5_acc: 0.8438, loss_cls: 1.4053, loss: 1.4053, grad_norm: 6.1707 2021-07-14 08:00:28,511 - mmaction - INFO - Epoch [235][1480/1879] lr: 1.811e-03, eta: 9:38:22, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6473, top5_acc: 0.8359, loss_cls: 1.4564, loss: 1.4564, grad_norm: 6.2388 2021-07-14 08:00:45,691 - mmaction - INFO - Epoch [235][1500/1879] lr: 1.811e-03, eta: 9:38:05, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8449, loss_cls: 1.4060, loss: 1.4060, grad_norm: 6.0607 2021-07-14 08:01:02,955 - mmaction - INFO - Epoch [235][1520/1879] lr: 1.811e-03, eta: 9:37:47, time: 0.862, data_time: 0.006, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8453, loss_cls: 1.4195, loss: 1.4195, grad_norm: 6.2037 2021-07-14 08:01:20,046 - mmaction - INFO - Epoch [235][1540/1879] lr: 1.811e-03, eta: 9:37:30, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6586, top5_acc: 0.8406, loss_cls: 1.4281, loss: 1.4281, grad_norm: 6.2826 2021-07-14 08:01:36,851 - mmaction - INFO - Epoch [235][1560/1879] lr: 1.811e-03, eta: 9:37:12, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.6637, top5_acc: 0.8418, loss_cls: 1.4315, loss: 1.4315, grad_norm: 6.2743 2021-07-14 08:01:54,078 - mmaction - INFO - Epoch [235][1580/1879] lr: 1.811e-03, eta: 9:36:55, time: 0.860, data_time: 0.002, memory: 6454, top1_acc: 0.6609, top5_acc: 0.8453, loss_cls: 1.3996, loss: 1.3996, grad_norm: 6.1012 2021-07-14 08:02:11,021 - mmaction - INFO - Epoch [235][1600/1879] lr: 1.811e-03, eta: 9:36:37, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6543, top5_acc: 0.8379, loss_cls: 1.4703, loss: 1.4703, grad_norm: 6.3065 2021-07-14 08:02:28,117 - mmaction - INFO - Epoch [235][1620/1879] lr: 1.811e-03, eta: 9:36:20, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.6641, top5_acc: 0.8484, loss_cls: 1.4215, loss: 1.4215, grad_norm: 6.2157 2021-07-14 08:02:45,148 - mmaction - INFO - Epoch [235][1640/1879] lr: 1.811e-03, eta: 9:36:02, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6598, top5_acc: 0.8453, loss_cls: 1.4473, loss: 1.4473, grad_norm: 6.3725 2021-07-14 08:03:02,249 - mmaction - INFO - Epoch [235][1660/1879] lr: 1.811e-03, eta: 9:35:45, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6656, top5_acc: 0.8441, loss_cls: 1.4145, loss: 1.4145, grad_norm: 6.2665 2021-07-14 08:03:19,297 - mmaction - INFO - Epoch [235][1680/1879] lr: 1.811e-03, eta: 9:35:27, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8391, loss_cls: 1.4747, loss: 1.4747, grad_norm: 6.4348 2021-07-14 08:03:36,309 - mmaction - INFO - Epoch [235][1700/1879] lr: 1.811e-03, eta: 9:35:10, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6434, top5_acc: 0.8336, loss_cls: 1.4888, loss: 1.4888, grad_norm: 6.2504 2021-07-14 08:03:53,379 - mmaction - INFO - Epoch [235][1720/1879] lr: 1.811e-03, eta: 9:34:52, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6562, top5_acc: 0.8484, loss_cls: 1.4321, loss: 1.4321, grad_norm: 6.3048 2021-07-14 08:04:10,222 - mmaction - INFO - Epoch [235][1740/1879] lr: 1.811e-03, eta: 9:34:35, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6621, top5_acc: 0.8402, loss_cls: 1.4510, loss: 1.4510, grad_norm: 6.3072 2021-07-14 08:04:27,270 - mmaction - INFO - Epoch [235][1760/1879] lr: 1.811e-03, eta: 9:34:17, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6590, top5_acc: 0.8488, loss_cls: 1.3984, loss: 1.3984, grad_norm: 6.2590 2021-07-14 08:04:44,166 - mmaction - INFO - Epoch [235][1780/1879] lr: 1.811e-03, eta: 9:34:00, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6438, top5_acc: 0.8262, loss_cls: 1.5168, loss: 1.5168, grad_norm: 6.2493 2021-07-14 08:05:01,404 - mmaction - INFO - Epoch [235][1800/1879] lr: 1.811e-03, eta: 9:33:42, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6559, top5_acc: 0.8313, loss_cls: 1.4665, loss: 1.4665, grad_norm: 6.3700 2021-07-14 08:05:18,312 - mmaction - INFO - Epoch [235][1820/1879] lr: 1.811e-03, eta: 9:33:25, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6516, top5_acc: 0.8457, loss_cls: 1.4150, loss: 1.4150, grad_norm: 6.2612 2021-07-14 08:05:35,436 - mmaction - INFO - Epoch [235][1840/1879] lr: 1.811e-03, eta: 9:33:07, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6578, top5_acc: 0.8371, loss_cls: 1.4475, loss: 1.4475, grad_norm: 6.1582 2021-07-14 08:05:52,098 - mmaction - INFO - Epoch [235][1860/1879] lr: 1.811e-03, eta: 9:32:50, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.6672, top5_acc: 0.8555, loss_cls: 1.3949, loss: 1.3949, grad_norm: 6.1791 2021-07-14 08:08:48,787 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-14 08:08:49,634 - mmaction - INFO - top1_acc 0.6751 top5_acc 0.8714 2021-07-14 08:08:49,634 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-14 08:08:49,689 - mmaction - INFO - mean_acc 0.6751 2021-07-14 08:08:51,422 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_235.pth. 2021-07-14 08:08:51,423 - mmaction - INFO - Best top1_acc is 0.6751 at 235 epoch. 2021-07-14 08:08:51,442 - mmaction - INFO - Epoch(val) [235][155] top1_acc: 0.6751, top5_acc: 0.8714, mean_class_accuracy: 0.6751 2021-07-14 08:09:43,725 - mmaction - INFO - Epoch [236][20/1879] lr: 1.651e-03, eta: 9:32:20, time: 2.613, data_time: 1.599, memory: 6454, top1_acc: 0.6602, top5_acc: 0.8484, loss_cls: 1.4112, loss: 1.4112, grad_norm: 6.1815 2021-07-14 08:10:00,280 - mmaction - INFO - Epoch [236][40/1879] lr: 1.651e-03, eta: 9:32:02, time: 0.826, data_time: 0.005, memory: 6454, top1_acc: 0.6520, top5_acc: 0.8512, loss_cls: 1.4420, loss: 1.4420, grad_norm: 6.4151 2021-07-14 08:10:17,020 - mmaction - INFO - Epoch [236][60/1879] lr: 1.651e-03, eta: 9:31:44, time: 0.839, data_time: 0.007, memory: 6454, top1_acc: 0.6578, top5_acc: 0.8434, loss_cls: 1.4165, loss: 1.4165, grad_norm: 6.1474 2021-07-14 08:10:33,532 - mmaction - INFO - Epoch [236][80/1879] lr: 1.651e-03, eta: 9:31:27, time: 0.825, data_time: 0.001, memory: 6454, top1_acc: 0.6578, top5_acc: 0.8488, loss_cls: 1.4092, loss: 1.4092, grad_norm: 6.1904 2021-07-14 08:10:50,568 - mmaction - INFO - Epoch [236][100/1879] lr: 1.651e-03, eta: 9:31:09, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.6648, top5_acc: 0.8441, loss_cls: 1.4416, loss: 1.4416, grad_norm: 6.2329 2021-07-14 08:11:07,436 - mmaction - INFO - Epoch [236][120/1879] lr: 1.651e-03, eta: 9:30:52, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6699, top5_acc: 0.8480, loss_cls: 1.3981, loss: 1.3981, grad_norm: 6.1613 2021-07-14 08:11:24,427 - mmaction - INFO - Epoch [236][140/1879] lr: 1.651e-03, eta: 9:30:34, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6496, top5_acc: 0.8289, loss_cls: 1.4871, loss: 1.4871, grad_norm: 6.3136 2021-07-14 08:11:41,164 - mmaction - INFO - Epoch [236][160/1879] lr: 1.651e-03, eta: 9:30:17, time: 0.837, data_time: 0.007, memory: 6454, top1_acc: 0.6633, top5_acc: 0.8344, loss_cls: 1.4619, loss: 1.4619, grad_norm: 6.3506 2021-07-14 08:11:58,069 - mmaction - INFO - Epoch [236][180/1879] lr: 1.651e-03, eta: 9:29:59, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6656, top5_acc: 0.8441, loss_cls: 1.4178, loss: 1.4178, grad_norm: 6.2630 2021-07-14 08:12:14,867 - mmaction - INFO - Epoch [236][200/1879] lr: 1.651e-03, eta: 9:29:42, time: 0.842, data_time: 0.007, memory: 6454, top1_acc: 0.6699, top5_acc: 0.8465, loss_cls: 1.3943, loss: 1.3943, grad_norm: 6.3212 2021-07-14 08:12:31,878 - mmaction - INFO - Epoch [236][220/1879] lr: 1.651e-03, eta: 9:29:24, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8488, loss_cls: 1.3737, loss: 1.3737, grad_norm: 6.0009 2021-07-14 08:12:49,033 - mmaction - INFO - Epoch [236][240/1879] lr: 1.651e-03, eta: 9:29:07, time: 0.856, data_time: 0.007, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8566, loss_cls: 1.3872, loss: 1.3872, grad_norm: 6.2016 2021-07-14 08:13:06,002 - mmaction - INFO - Epoch [236][260/1879] lr: 1.651e-03, eta: 9:28:49, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8469, loss_cls: 1.3978, loss: 1.3978, grad_norm: 6.0555 2021-07-14 08:13:23,044 - mmaction - INFO - Epoch [236][280/1879] lr: 1.651e-03, eta: 9:28:32, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8352, loss_cls: 1.4354, loss: 1.4354, grad_norm: 6.1243 2021-07-14 08:13:40,015 - mmaction - INFO - Epoch [236][300/1879] lr: 1.651e-03, eta: 9:28:14, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6621, top5_acc: 0.8348, loss_cls: 1.4620, loss: 1.4620, grad_norm: 6.3143 2021-07-14 08:13:56,855 - mmaction - INFO - Epoch [236][320/1879] lr: 1.651e-03, eta: 9:27:57, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8531, loss_cls: 1.3803, loss: 1.3803, grad_norm: 6.1460 2021-07-14 08:14:13,770 - mmaction - INFO - Epoch [236][340/1879] lr: 1.651e-03, eta: 9:27:39, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6586, top5_acc: 0.8504, loss_cls: 1.4161, loss: 1.4161, grad_norm: 6.1705 2021-07-14 08:14:30,928 - mmaction - INFO - Epoch [236][360/1879] lr: 1.651e-03, eta: 9:27:22, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8504, loss_cls: 1.4025, loss: 1.4025, grad_norm: 6.4058 2021-07-14 08:14:47,732 - mmaction - INFO - Epoch [236][380/1879] lr: 1.651e-03, eta: 9:27:04, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8484, loss_cls: 1.3675, loss: 1.3675, grad_norm: 6.2037 2021-07-14 08:15:04,796 - mmaction - INFO - Epoch [236][400/1879] lr: 1.651e-03, eta: 9:26:47, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8488, loss_cls: 1.3931, loss: 1.3931, grad_norm: 6.2158 2021-07-14 08:15:21,725 - mmaction - INFO - Epoch [236][420/1879] lr: 1.651e-03, eta: 9:26:29, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6652, top5_acc: 0.8445, loss_cls: 1.4065, loss: 1.4065, grad_norm: 6.2380 2021-07-14 08:15:38,753 - mmaction - INFO - Epoch [236][440/1879] lr: 1.651e-03, eta: 9:26:12, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6633, top5_acc: 0.8484, loss_cls: 1.4212, loss: 1.4212, grad_norm: 6.2486 2021-07-14 08:15:55,561 - mmaction - INFO - Epoch [236][460/1879] lr: 1.651e-03, eta: 9:25:54, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8504, loss_cls: 1.3745, loss: 1.3745, grad_norm: 6.1536 2021-07-14 08:16:12,568 - mmaction - INFO - Epoch [236][480/1879] lr: 1.651e-03, eta: 9:25:37, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6492, top5_acc: 0.8426, loss_cls: 1.4823, loss: 1.4823, grad_norm: 6.2768 2021-07-14 08:16:29,571 - mmaction - INFO - Epoch [236][500/1879] lr: 1.651e-03, eta: 9:25:19, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8406, loss_cls: 1.4060, loss: 1.4060, grad_norm: 6.0123 2021-07-14 08:16:46,727 - mmaction - INFO - Epoch [236][520/1879] lr: 1.651e-03, eta: 9:25:02, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8418, loss_cls: 1.4472, loss: 1.4472, grad_norm: 6.3100 2021-07-14 08:17:03,646 - mmaction - INFO - Epoch [236][540/1879] lr: 1.651e-03, eta: 9:24:44, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6598, top5_acc: 0.8422, loss_cls: 1.4463, loss: 1.4463, grad_norm: 6.3104 2021-07-14 08:17:20,800 - mmaction - INFO - Epoch [236][560/1879] lr: 1.651e-03, eta: 9:24:27, time: 0.858, data_time: 0.002, memory: 6454, top1_acc: 0.6566, top5_acc: 0.8441, loss_cls: 1.4250, loss: 1.4250, grad_norm: 6.1942 2021-07-14 08:17:37,787 - mmaction - INFO - Epoch [236][580/1879] lr: 1.651e-03, eta: 9:24:09, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6590, top5_acc: 0.8367, loss_cls: 1.4577, loss: 1.4577, grad_norm: 6.3128 2021-07-14 08:17:54,787 - mmaction - INFO - Epoch [236][600/1879] lr: 1.651e-03, eta: 9:23:52, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8520, loss_cls: 1.3456, loss: 1.3456, grad_norm: 6.0451 2021-07-14 08:18:11,750 - mmaction - INFO - Epoch [236][620/1879] lr: 1.651e-03, eta: 9:23:34, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8492, loss_cls: 1.4186, loss: 1.4186, grad_norm: 6.1765 2021-07-14 08:18:28,607 - mmaction - INFO - Epoch [236][640/1879] lr: 1.651e-03, eta: 9:23:17, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8414, loss_cls: 1.4384, loss: 1.4384, grad_norm: 6.1590 2021-07-14 08:18:45,706 - mmaction - INFO - Epoch [236][660/1879] lr: 1.651e-03, eta: 9:22:59, time: 0.856, data_time: 0.007, memory: 6454, top1_acc: 0.6559, top5_acc: 0.8387, loss_cls: 1.4498, loss: 1.4498, grad_norm: 6.2310 2021-07-14 08:19:02,348 - mmaction - INFO - Epoch [236][680/1879] lr: 1.651e-03, eta: 9:22:42, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.6449, top5_acc: 0.8410, loss_cls: 1.4660, loss: 1.4660, grad_norm: 6.3320 2021-07-14 08:19:19,489 - mmaction - INFO - Epoch [236][700/1879] lr: 1.651e-03, eta: 9:22:24, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8559, loss_cls: 1.3516, loss: 1.3516, grad_norm: 5.9725 2021-07-14 08:19:36,335 - mmaction - INFO - Epoch [236][720/1879] lr: 1.651e-03, eta: 9:22:07, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8523, loss_cls: 1.3656, loss: 1.3656, grad_norm: 6.1195 2021-07-14 08:19:53,202 - mmaction - INFO - Epoch [236][740/1879] lr: 1.651e-03, eta: 9:21:49, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6687, top5_acc: 0.8461, loss_cls: 1.4190, loss: 1.4190, grad_norm: 6.2275 2021-07-14 08:20:10,330 - mmaction - INFO - Epoch [236][760/1879] lr: 1.651e-03, eta: 9:21:32, time: 0.856, data_time: 0.007, memory: 6454, top1_acc: 0.6586, top5_acc: 0.8430, loss_cls: 1.4121, loss: 1.4121, grad_norm: 6.3403 2021-07-14 08:20:27,373 - mmaction - INFO - Epoch [236][780/1879] lr: 1.651e-03, eta: 9:21:14, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.6477, top5_acc: 0.8359, loss_cls: 1.4687, loss: 1.4687, grad_norm: 6.3134 2021-07-14 08:20:44,234 - mmaction - INFO - Epoch [236][800/1879] lr: 1.651e-03, eta: 9:20:56, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.6633, top5_acc: 0.8418, loss_cls: 1.4431, loss: 1.4431, grad_norm: 6.1898 2021-07-14 08:21:01,297 - mmaction - INFO - Epoch [236][820/1879] lr: 1.651e-03, eta: 9:20:39, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8473, loss_cls: 1.3800, loss: 1.3800, grad_norm: 6.2519 2021-07-14 08:21:18,310 - mmaction - INFO - Epoch [236][840/1879] lr: 1.651e-03, eta: 9:20:22, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6496, top5_acc: 0.8430, loss_cls: 1.4883, loss: 1.4883, grad_norm: 6.5083 2021-07-14 08:21:35,050 - mmaction - INFO - Epoch [236][860/1879] lr: 1.651e-03, eta: 9:20:04, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.6621, top5_acc: 0.8355, loss_cls: 1.4567, loss: 1.4567, grad_norm: 6.2649 2021-07-14 08:21:52,256 - mmaction - INFO - Epoch [236][880/1879] lr: 1.651e-03, eta: 9:19:47, time: 0.860, data_time: 0.002, memory: 6454, top1_acc: 0.6598, top5_acc: 0.8484, loss_cls: 1.4082, loss: 1.4082, grad_norm: 6.1172 2021-07-14 08:22:09,389 - mmaction - INFO - Epoch [236][900/1879] lr: 1.651e-03, eta: 9:19:29, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6496, top5_acc: 0.8414, loss_cls: 1.4745, loss: 1.4745, grad_norm: 6.3853 2021-07-14 08:22:26,309 - mmaction - INFO - Epoch [236][920/1879] lr: 1.651e-03, eta: 9:19:12, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.4032, loss: 1.4032, grad_norm: 6.2385 2021-07-14 08:22:43,548 - mmaction - INFO - Epoch [236][940/1879] lr: 1.651e-03, eta: 9:18:54, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6492, top5_acc: 0.8398, loss_cls: 1.4451, loss: 1.4451, grad_norm: 6.1852 2021-07-14 08:23:00,406 - mmaction - INFO - Epoch [236][960/1879] lr: 1.651e-03, eta: 9:18:37, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.6664, top5_acc: 0.8547, loss_cls: 1.3857, loss: 1.3857, grad_norm: 6.2058 2021-07-14 08:23:17,533 - mmaction - INFO - Epoch [236][980/1879] lr: 1.651e-03, eta: 9:18:19, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8207, loss_cls: 1.4943, loss: 1.4943, grad_norm: 6.2066 2021-07-14 08:23:34,520 - mmaction - INFO - Epoch [236][1000/1879] lr: 1.651e-03, eta: 9:18:02, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8449, loss_cls: 1.4408, loss: 1.4408, grad_norm: 6.3239 2021-07-14 08:23:51,541 - mmaction - INFO - Epoch [236][1020/1879] lr: 1.651e-03, eta: 9:17:44, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6648, top5_acc: 0.8457, loss_cls: 1.4459, loss: 1.4459, grad_norm: 6.2956 2021-07-14 08:24:08,459 - mmaction - INFO - Epoch [236][1040/1879] lr: 1.651e-03, eta: 9:17:27, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6602, top5_acc: 0.8488, loss_cls: 1.4121, loss: 1.4121, grad_norm: 6.3271 2021-07-14 08:24:25,492 - mmaction - INFO - Epoch [236][1060/1879] lr: 1.651e-03, eta: 9:17:09, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8477, loss_cls: 1.3825, loss: 1.3825, grad_norm: 6.1931 2021-07-14 08:24:42,525 - mmaction - INFO - Epoch [236][1080/1879] lr: 1.651e-03, eta: 9:16:52, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8570, loss_cls: 1.3776, loss: 1.3776, grad_norm: 6.3418 2021-07-14 08:24:59,581 - mmaction - INFO - Epoch [236][1100/1879] lr: 1.651e-03, eta: 9:16:34, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6672, top5_acc: 0.8344, loss_cls: 1.4447, loss: 1.4447, grad_norm: 6.2844 2021-07-14 08:25:16,171 - mmaction - INFO - Epoch [236][1120/1879] lr: 1.651e-03, eta: 9:16:17, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8562, loss_cls: 1.3838, loss: 1.3838, grad_norm: 6.2604 2021-07-14 08:25:33,487 - mmaction - INFO - Epoch [236][1140/1879] lr: 1.651e-03, eta: 9:15:59, time: 0.864, data_time: 0.005, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8383, loss_cls: 1.4583, loss: 1.4583, grad_norm: 6.1749 2021-07-14 08:25:50,559 - mmaction - INFO - Epoch [236][1160/1879] lr: 1.651e-03, eta: 9:15:42, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6578, top5_acc: 0.8402, loss_cls: 1.4464, loss: 1.4464, grad_norm: 6.3423 2021-07-14 08:26:07,539 - mmaction - INFO - Epoch [236][1180/1879] lr: 1.651e-03, eta: 9:15:24, time: 0.846, data_time: 0.007, memory: 6454, top1_acc: 0.6609, top5_acc: 0.8367, loss_cls: 1.4455, loss: 1.4455, grad_norm: 6.4470 2021-07-14 08:26:24,690 - mmaction - INFO - Epoch [236][1200/1879] lr: 1.651e-03, eta: 9:15:07, time: 0.860, data_time: 0.007, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8473, loss_cls: 1.4020, loss: 1.4020, grad_norm: 6.2535 2021-07-14 08:26:41,733 - mmaction - INFO - Epoch [236][1220/1879] lr: 1.651e-03, eta: 9:14:49, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.6594, top5_acc: 0.8328, loss_cls: 1.4572, loss: 1.4572, grad_norm: 6.3078 2021-07-14 08:26:58,747 - mmaction - INFO - Epoch [236][1240/1879] lr: 1.651e-03, eta: 9:14:32, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6609, top5_acc: 0.8496, loss_cls: 1.3853, loss: 1.3853, grad_norm: 6.3207 2021-07-14 08:27:15,758 - mmaction - INFO - Epoch [236][1260/1879] lr: 1.651e-03, eta: 9:14:14, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8516, loss_cls: 1.3936, loss: 1.3936, grad_norm: 6.1471 2021-07-14 08:27:32,650 - mmaction - INFO - Epoch [236][1280/1879] lr: 1.651e-03, eta: 9:13:57, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8363, loss_cls: 1.4642, loss: 1.4642, grad_norm: 6.3695 2021-07-14 08:27:49,806 - mmaction - INFO - Epoch [236][1300/1879] lr: 1.651e-03, eta: 9:13:39, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.6789, top5_acc: 0.8535, loss_cls: 1.3631, loss: 1.3631, grad_norm: 6.1586 2021-07-14 08:28:06,708 - mmaction - INFO - Epoch [236][1320/1879] lr: 1.651e-03, eta: 9:13:22, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6699, top5_acc: 0.8391, loss_cls: 1.4286, loss: 1.4286, grad_norm: 6.1955 2021-07-14 08:28:23,582 - mmaction - INFO - Epoch [236][1340/1879] lr: 1.651e-03, eta: 9:13:04, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8332, loss_cls: 1.5049, loss: 1.5049, grad_norm: 6.4159 2021-07-14 08:28:40,749 - mmaction - INFO - Epoch [236][1360/1879] lr: 1.651e-03, eta: 9:12:47, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8391, loss_cls: 1.4535, loss: 1.4535, grad_norm: 6.2071 2021-07-14 08:28:57,913 - mmaction - INFO - Epoch [236][1380/1879] lr: 1.651e-03, eta: 9:12:29, time: 0.860, data_time: 0.007, memory: 6454, top1_acc: 0.6617, top5_acc: 0.8469, loss_cls: 1.4212, loss: 1.4212, grad_norm: 6.1029 2021-07-14 08:29:14,860 - mmaction - INFO - Epoch [236][1400/1879] lr: 1.651e-03, eta: 9:12:12, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6484, top5_acc: 0.8355, loss_cls: 1.4810, loss: 1.4810, grad_norm: 6.2506 2021-07-14 08:29:31,788 - mmaction - INFO - Epoch [236][1420/1879] lr: 1.651e-03, eta: 9:11:54, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8461, loss_cls: 1.4273, loss: 1.4273, grad_norm: 6.2956 2021-07-14 08:29:48,664 - mmaction - INFO - Epoch [236][1440/1879] lr: 1.651e-03, eta: 9:11:37, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6512, top5_acc: 0.8387, loss_cls: 1.4741, loss: 1.4741, grad_norm: 6.3034 2021-07-14 08:30:05,722 - mmaction - INFO - Epoch [236][1460/1879] lr: 1.651e-03, eta: 9:11:19, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6672, top5_acc: 0.8348, loss_cls: 1.4354, loss: 1.4354, grad_norm: 6.2428 2021-07-14 08:30:22,606 - mmaction - INFO - Epoch [236][1480/1879] lr: 1.651e-03, eta: 9:11:02, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8418, loss_cls: 1.4517, loss: 1.4517, grad_norm: 6.3438 2021-07-14 08:30:39,616 - mmaction - INFO - Epoch [236][1500/1879] lr: 1.651e-03, eta: 9:10:44, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6582, top5_acc: 0.8352, loss_cls: 1.4565, loss: 1.4565, grad_norm: 6.3088 2021-07-14 08:30:56,431 - mmaction - INFO - Epoch [236][1520/1879] lr: 1.651e-03, eta: 9:10:27, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.3267, loss: 1.3267, grad_norm: 6.1088 2021-07-14 08:31:13,439 - mmaction - INFO - Epoch [236][1540/1879] lr: 1.651e-03, eta: 9:10:09, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6434, top5_acc: 0.8344, loss_cls: 1.4828, loss: 1.4828, grad_norm: 6.3213 2021-07-14 08:31:30,476 - mmaction - INFO - Epoch [236][1560/1879] lr: 1.651e-03, eta: 9:09:52, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6672, top5_acc: 0.8512, loss_cls: 1.3955, loss: 1.3955, grad_norm: 6.1809 2021-07-14 08:31:47,454 - mmaction - INFO - Epoch [236][1580/1879] lr: 1.651e-03, eta: 9:09:34, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6555, top5_acc: 0.8473, loss_cls: 1.4326, loss: 1.4326, grad_norm: 6.1778 2021-07-14 08:32:04,378 - mmaction - INFO - Epoch [236][1600/1879] lr: 1.651e-03, eta: 9:09:17, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6609, top5_acc: 0.8332, loss_cls: 1.4540, loss: 1.4540, grad_norm: 6.3093 2021-07-14 08:32:21,490 - mmaction - INFO - Epoch [236][1620/1879] lr: 1.651e-03, eta: 9:08:59, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6586, top5_acc: 0.8453, loss_cls: 1.4126, loss: 1.4126, grad_norm: 6.1745 2021-07-14 08:32:38,518 - mmaction - INFO - Epoch [236][1640/1879] lr: 1.651e-03, eta: 9:08:42, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8523, loss_cls: 1.3193, loss: 1.3193, grad_norm: 5.9734 2021-07-14 08:32:55,523 - mmaction - INFO - Epoch [236][1660/1879] lr: 1.651e-03, eta: 9:08:24, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6539, top5_acc: 0.8504, loss_cls: 1.4332, loss: 1.4332, grad_norm: 6.2413 2021-07-14 08:33:12,468 - mmaction - INFO - Epoch [236][1680/1879] lr: 1.651e-03, eta: 9:08:07, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8570, loss_cls: 1.3474, loss: 1.3474, grad_norm: 6.1870 2021-07-14 08:33:29,565 - mmaction - INFO - Epoch [236][1700/1879] lr: 1.651e-03, eta: 9:07:49, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.6453, top5_acc: 0.8254, loss_cls: 1.5037, loss: 1.5037, grad_norm: 6.4570 2021-07-14 08:33:46,546 - mmaction - INFO - Epoch [236][1720/1879] lr: 1.651e-03, eta: 9:07:32, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6387, top5_acc: 0.8203, loss_cls: 1.5532, loss: 1.5532, grad_norm: 6.4463 2021-07-14 08:34:03,777 - mmaction - INFO - Epoch [236][1740/1879] lr: 1.651e-03, eta: 9:07:14, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.6473, top5_acc: 0.8418, loss_cls: 1.4651, loss: 1.4651, grad_norm: 6.4357 2021-07-14 08:34:20,994 - mmaction - INFO - Epoch [236][1760/1879] lr: 1.651e-03, eta: 9:06:57, time: 0.862, data_time: 0.006, memory: 6454, top1_acc: 0.6676, top5_acc: 0.8438, loss_cls: 1.3969, loss: 1.3969, grad_norm: 6.1479 2021-07-14 08:34:38,101 - mmaction - INFO - Epoch [236][1780/1879] lr: 1.651e-03, eta: 9:06:39, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6664, top5_acc: 0.8418, loss_cls: 1.4272, loss: 1.4272, grad_norm: 6.1811 2021-07-14 08:34:54,956 - mmaction - INFO - Epoch [236][1800/1879] lr: 1.651e-03, eta: 9:06:22, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.6609, top5_acc: 0.8488, loss_cls: 1.4040, loss: 1.4040, grad_norm: 6.1775 2021-07-14 08:35:12,128 - mmaction - INFO - Epoch [236][1820/1879] lr: 1.651e-03, eta: 9:06:04, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6594, top5_acc: 0.8383, loss_cls: 1.4754, loss: 1.4754, grad_norm: 6.3857 2021-07-14 08:35:29,210 - mmaction - INFO - Epoch [236][1840/1879] lr: 1.651e-03, eta: 9:05:47, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8434, loss_cls: 1.4313, loss: 1.4313, grad_norm: 6.2585 2021-07-14 08:35:46,213 - mmaction - INFO - Epoch [236][1860/1879] lr: 1.651e-03, eta: 9:05:29, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6715, top5_acc: 0.8402, loss_cls: 1.3948, loss: 1.3948, grad_norm: 6.2669 2021-07-14 08:36:06,068 - mmaction - INFO - Saving checkpoint at 236 epochs 2021-07-14 08:37:26,667 - mmaction - INFO - Epoch [237][20/1879] lr: 1.498e-03, eta: 9:05:05, time: 3.968, data_time: 2.740, memory: 6454, top1_acc: 0.6598, top5_acc: 0.8441, loss_cls: 1.4325, loss: 1.4325, grad_norm: 6.2591 2021-07-14 08:37:43,073 - mmaction - INFO - Epoch [237][40/1879] lr: 1.498e-03, eta: 9:04:47, time: 0.817, data_time: 0.005, memory: 6454, top1_acc: 0.6656, top5_acc: 0.8496, loss_cls: 1.4052, loss: 1.4052, grad_norm: 6.2380 2021-07-14 08:37:59,817 - mmaction - INFO - Epoch [237][60/1879] lr: 1.498e-03, eta: 9:04:29, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.6648, top5_acc: 0.8375, loss_cls: 1.4256, loss: 1.4256, grad_norm: 6.3319 2021-07-14 08:38:16,758 - mmaction - INFO - Epoch [237][80/1879] lr: 1.498e-03, eta: 9:04:12, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6539, top5_acc: 0.8391, loss_cls: 1.5039, loss: 1.5039, grad_norm: 6.2923 2021-07-14 08:38:33,493 - mmaction - INFO - Epoch [237][100/1879] lr: 1.498e-03, eta: 9:03:54, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8520, loss_cls: 1.3831, loss: 1.3831, grad_norm: 6.2848 2021-07-14 08:38:50,455 - mmaction - INFO - Epoch [237][120/1879] lr: 1.498e-03, eta: 9:03:37, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8453, loss_cls: 1.4268, loss: 1.4268, grad_norm: 6.3228 2021-07-14 08:39:07,271 - mmaction - INFO - Epoch [237][140/1879] lr: 1.498e-03, eta: 9:03:19, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6559, top5_acc: 0.8484, loss_cls: 1.4079, loss: 1.4079, grad_norm: 6.2517 2021-07-14 08:39:24,562 - mmaction - INFO - Epoch [237][160/1879] lr: 1.498e-03, eta: 9:03:02, time: 0.863, data_time: 0.007, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8586, loss_cls: 1.3449, loss: 1.3449, grad_norm: 6.1457 2021-07-14 08:39:41,414 - mmaction - INFO - Epoch [237][180/1879] lr: 1.498e-03, eta: 9:02:44, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6625, top5_acc: 0.8395, loss_cls: 1.4418, loss: 1.4418, grad_norm: 6.4206 2021-07-14 08:39:58,328 - mmaction - INFO - Epoch [237][200/1879] lr: 1.498e-03, eta: 9:02:27, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6672, top5_acc: 0.8605, loss_cls: 1.3605, loss: 1.3605, grad_norm: 6.1617 2021-07-14 08:40:15,261 - mmaction - INFO - Epoch [237][220/1879] lr: 1.498e-03, eta: 9:02:09, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8434, loss_cls: 1.3819, loss: 1.3819, grad_norm: 6.1309 2021-07-14 08:40:32,225 - mmaction - INFO - Epoch [237][240/1879] lr: 1.498e-03, eta: 9:01:52, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6684, top5_acc: 0.8461, loss_cls: 1.3983, loss: 1.3983, grad_norm: 6.1038 2021-07-14 08:40:49,238 - mmaction - INFO - Epoch [237][260/1879] lr: 1.498e-03, eta: 9:01:34, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8383, loss_cls: 1.4115, loss: 1.4115, grad_norm: 6.3917 2021-07-14 08:41:06,053 - mmaction - INFO - Epoch [237][280/1879] lr: 1.498e-03, eta: 9:01:17, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6594, top5_acc: 0.8422, loss_cls: 1.4412, loss: 1.4412, grad_norm: 6.3094 2021-07-14 08:41:23,134 - mmaction - INFO - Epoch [237][300/1879] lr: 1.498e-03, eta: 9:00:59, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6543, top5_acc: 0.8418, loss_cls: 1.4377, loss: 1.4377, grad_norm: 6.3895 2021-07-14 08:41:40,168 - mmaction - INFO - Epoch [237][320/1879] lr: 1.498e-03, eta: 9:00:42, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8531, loss_cls: 1.3803, loss: 1.3803, grad_norm: 6.2510 2021-07-14 08:41:57,121 - mmaction - INFO - Epoch [237][340/1879] lr: 1.498e-03, eta: 9:00:24, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8465, loss_cls: 1.3893, loss: 1.3893, grad_norm: 6.2737 2021-07-14 08:42:14,066 - mmaction - INFO - Epoch [237][360/1879] lr: 1.498e-03, eta: 9:00:07, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6613, top5_acc: 0.8387, loss_cls: 1.4369, loss: 1.4369, grad_norm: 6.1980 2021-07-14 08:42:30,977 - mmaction - INFO - Epoch [237][380/1879] lr: 1.498e-03, eta: 8:59:49, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6672, top5_acc: 0.8527, loss_cls: 1.3831, loss: 1.3831, grad_norm: 6.2528 2021-07-14 08:42:48,169 - mmaction - INFO - Epoch [237][400/1879] lr: 1.498e-03, eta: 8:59:32, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8531, loss_cls: 1.3155, loss: 1.3155, grad_norm: 6.1371 2021-07-14 08:43:04,994 - mmaction - INFO - Epoch [237][420/1879] lr: 1.498e-03, eta: 8:59:14, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.6687, top5_acc: 0.8582, loss_cls: 1.3689, loss: 1.3689, grad_norm: 6.1995 2021-07-14 08:43:22,047 - mmaction - INFO - Epoch [237][440/1879] lr: 1.498e-03, eta: 8:58:57, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.6535, top5_acc: 0.8527, loss_cls: 1.3999, loss: 1.3999, grad_norm: 6.3141 2021-07-14 08:43:38,959 - mmaction - INFO - Epoch [237][460/1879] lr: 1.498e-03, eta: 8:58:39, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6656, top5_acc: 0.8426, loss_cls: 1.4352, loss: 1.4352, grad_norm: 6.3474 2021-07-14 08:43:55,852 - mmaction - INFO - Epoch [237][480/1879] lr: 1.498e-03, eta: 8:58:22, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8434, loss_cls: 1.3838, loss: 1.3838, grad_norm: 6.1669 2021-07-14 08:44:12,996 - mmaction - INFO - Epoch [237][500/1879] lr: 1.498e-03, eta: 8:58:04, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6641, top5_acc: 0.8492, loss_cls: 1.3972, loss: 1.3972, grad_norm: 6.2076 2021-07-14 08:44:29,933 - mmaction - INFO - Epoch [237][520/1879] lr: 1.498e-03, eta: 8:57:47, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8441, loss_cls: 1.4353, loss: 1.4353, grad_norm: 6.3644 2021-07-14 08:44:47,017 - mmaction - INFO - Epoch [237][540/1879] lr: 1.498e-03, eta: 8:57:29, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6500, top5_acc: 0.8426, loss_cls: 1.4421, loss: 1.4421, grad_norm: 6.3456 2021-07-14 08:45:03,865 - mmaction - INFO - Epoch [237][560/1879] lr: 1.498e-03, eta: 8:57:12, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6621, top5_acc: 0.8406, loss_cls: 1.4373, loss: 1.4373, grad_norm: 6.2312 2021-07-14 08:45:21,231 - mmaction - INFO - Epoch [237][580/1879] lr: 1.498e-03, eta: 8:56:54, time: 0.869, data_time: 0.001, memory: 6454, top1_acc: 0.6594, top5_acc: 0.8352, loss_cls: 1.4516, loss: 1.4516, grad_norm: 6.2891 2021-07-14 08:45:38,244 - mmaction - INFO - Epoch [237][600/1879] lr: 1.498e-03, eta: 8:56:37, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6641, top5_acc: 0.8465, loss_cls: 1.3915, loss: 1.3915, grad_norm: 6.1073 2021-07-14 08:45:54,952 - mmaction - INFO - Epoch [237][620/1879] lr: 1.498e-03, eta: 8:56:19, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.6535, top5_acc: 0.8355, loss_cls: 1.4696, loss: 1.4696, grad_norm: 6.3190 2021-07-14 08:46:11,737 - mmaction - INFO - Epoch [237][640/1879] lr: 1.498e-03, eta: 8:56:02, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.6703, top5_acc: 0.8441, loss_cls: 1.4265, loss: 1.4265, grad_norm: 6.2221 2021-07-14 08:46:28,995 - mmaction - INFO - Epoch [237][660/1879] lr: 1.498e-03, eta: 8:55:44, time: 0.865, data_time: 0.003, memory: 6454, top1_acc: 0.6641, top5_acc: 0.8383, loss_cls: 1.4322, loss: 1.4322, grad_norm: 6.1688 2021-07-14 08:46:45,905 - mmaction - INFO - Epoch [237][680/1879] lr: 1.498e-03, eta: 8:55:27, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6586, top5_acc: 0.8352, loss_cls: 1.4708, loss: 1.4708, grad_norm: 6.3520 2021-07-14 08:47:02,975 - mmaction - INFO - Epoch [237][700/1879] lr: 1.498e-03, eta: 8:55:09, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6582, top5_acc: 0.8395, loss_cls: 1.4398, loss: 1.4398, grad_norm: 6.2311 2021-07-14 08:47:20,090 - mmaction - INFO - Epoch [237][720/1879] lr: 1.498e-03, eta: 8:54:52, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6687, top5_acc: 0.8445, loss_cls: 1.4124, loss: 1.4124, grad_norm: 6.2796 2021-07-14 08:47:36,985 - mmaction - INFO - Epoch [237][740/1879] lr: 1.498e-03, eta: 8:54:34, time: 0.848, data_time: 0.008, memory: 6454, top1_acc: 0.6527, top5_acc: 0.8449, loss_cls: 1.4434, loss: 1.4434, grad_norm: 6.3673 2021-07-14 08:47:53,924 - mmaction - INFO - Epoch [237][760/1879] lr: 1.498e-03, eta: 8:54:17, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6707, top5_acc: 0.8461, loss_cls: 1.4004, loss: 1.4004, grad_norm: 6.3537 2021-07-14 08:48:11,027 - mmaction - INFO - Epoch [237][780/1879] lr: 1.498e-03, eta: 8:53:59, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6648, top5_acc: 0.8426, loss_cls: 1.4394, loss: 1.4394, grad_norm: 6.2669 2021-07-14 08:48:28,179 - mmaction - INFO - Epoch [237][800/1879] lr: 1.498e-03, eta: 8:53:42, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.6664, top5_acc: 0.8449, loss_cls: 1.4218, loss: 1.4218, grad_norm: 6.3294 2021-07-14 08:48:45,262 - mmaction - INFO - Epoch [237][820/1879] lr: 1.498e-03, eta: 8:53:24, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.6719, top5_acc: 0.8469, loss_cls: 1.3873, loss: 1.3873, grad_norm: 6.1770 2021-07-14 08:49:02,359 - mmaction - INFO - Epoch [237][840/1879] lr: 1.498e-03, eta: 8:53:07, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6582, top5_acc: 0.8426, loss_cls: 1.4180, loss: 1.4180, grad_norm: 6.3615 2021-07-14 08:49:19,354 - mmaction - INFO - Epoch [237][860/1879] lr: 1.498e-03, eta: 8:52:50, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6512, top5_acc: 0.8379, loss_cls: 1.4673, loss: 1.4673, grad_norm: 6.5190 2021-07-14 08:49:36,368 - mmaction - INFO - Epoch [237][880/1879] lr: 1.498e-03, eta: 8:52:32, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8379, loss_cls: 1.4515, loss: 1.4515, grad_norm: 6.2879 2021-07-14 08:49:53,366 - mmaction - INFO - Epoch [237][900/1879] lr: 1.498e-03, eta: 8:52:15, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6656, top5_acc: 0.8504, loss_cls: 1.4093, loss: 1.4093, grad_norm: 6.2823 2021-07-14 08:50:10,190 - mmaction - INFO - Epoch [237][920/1879] lr: 1.498e-03, eta: 8:51:57, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.6684, top5_acc: 0.8418, loss_cls: 1.3960, loss: 1.3960, grad_norm: 6.2854 2021-07-14 08:50:27,290 - mmaction - INFO - Epoch [237][940/1879] lr: 1.498e-03, eta: 8:51:40, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6621, top5_acc: 0.8543, loss_cls: 1.3838, loss: 1.3838, grad_norm: 6.2825 2021-07-14 08:50:43,926 - mmaction - INFO - Epoch [237][960/1879] lr: 1.498e-03, eta: 8:51:22, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.6551, top5_acc: 0.8297, loss_cls: 1.4503, loss: 1.4503, grad_norm: 6.3677 2021-07-14 08:51:00,835 - mmaction - INFO - Epoch [237][980/1879] lr: 1.498e-03, eta: 8:51:04, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6543, top5_acc: 0.8410, loss_cls: 1.4391, loss: 1.4391, grad_norm: 6.2984 2021-07-14 08:51:17,910 - mmaction - INFO - Epoch [237][1000/1879] lr: 1.498e-03, eta: 8:50:47, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8480, loss_cls: 1.4035, loss: 1.4035, grad_norm: 6.2927 2021-07-14 08:51:34,940 - mmaction - INFO - Epoch [237][1020/1879] lr: 1.498e-03, eta: 8:50:29, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8441, loss_cls: 1.4055, loss: 1.4055, grad_norm: 6.2034 2021-07-14 08:51:52,022 - mmaction - INFO - Epoch [237][1040/1879] lr: 1.498e-03, eta: 8:50:12, time: 0.852, data_time: 0.000, memory: 6454, top1_acc: 0.6781, top5_acc: 0.8480, loss_cls: 1.3598, loss: 1.3598, grad_norm: 6.0728 2021-07-14 08:52:09,133 - mmaction - INFO - Epoch [237][1060/1879] lr: 1.498e-03, eta: 8:49:55, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6613, top5_acc: 0.8441, loss_cls: 1.4580, loss: 1.4580, grad_norm: 6.3591 2021-07-14 08:52:26,228 - mmaction - INFO - Epoch [237][1080/1879] lr: 1.498e-03, eta: 8:49:37, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6637, top5_acc: 0.8496, loss_cls: 1.4179, loss: 1.4179, grad_norm: 6.2907 2021-07-14 08:52:42,918 - mmaction - INFO - Epoch [237][1100/1879] lr: 1.498e-03, eta: 8:49:20, time: 0.834, data_time: 0.006, memory: 6454, top1_acc: 0.6539, top5_acc: 0.8426, loss_cls: 1.4554, loss: 1.4554, grad_norm: 6.3628 2021-07-14 08:52:59,734 - mmaction - INFO - Epoch [237][1120/1879] lr: 1.498e-03, eta: 8:49:02, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6613, top5_acc: 0.8480, loss_cls: 1.4149, loss: 1.4149, grad_norm: 6.3907 2021-07-14 08:53:16,688 - mmaction - INFO - Epoch [237][1140/1879] lr: 1.498e-03, eta: 8:48:44, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6750, top5_acc: 0.8555, loss_cls: 1.3427, loss: 1.3427, grad_norm: 6.2570 2021-07-14 08:53:33,743 - mmaction - INFO - Epoch [237][1160/1879] lr: 1.498e-03, eta: 8:48:27, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8434, loss_cls: 1.4373, loss: 1.4373, grad_norm: 6.3803 2021-07-14 08:53:51,067 - mmaction - INFO - Epoch [237][1180/1879] lr: 1.498e-03, eta: 8:48:10, time: 0.867, data_time: 0.002, memory: 6454, top1_acc: 0.6633, top5_acc: 0.8391, loss_cls: 1.4581, loss: 1.4581, grad_norm: 6.2555 2021-07-14 08:54:08,487 - mmaction - INFO - Epoch [237][1200/1879] lr: 1.498e-03, eta: 8:47:52, time: 0.869, data_time: 0.004, memory: 6454, top1_acc: 0.6566, top5_acc: 0.8352, loss_cls: 1.4468, loss: 1.4468, grad_norm: 6.3475 2021-07-14 08:54:25,335 - mmaction - INFO - Epoch [237][1220/1879] lr: 1.498e-03, eta: 8:47:35, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6562, top5_acc: 0.8508, loss_cls: 1.3880, loss: 1.3880, grad_norm: 6.2985 2021-07-14 08:54:42,365 - mmaction - INFO - Epoch [237][1240/1879] lr: 1.498e-03, eta: 8:47:17, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6559, top5_acc: 0.8387, loss_cls: 1.4608, loss: 1.4608, grad_norm: 6.4365 2021-07-14 08:54:59,686 - mmaction - INFO - Epoch [237][1260/1879] lr: 1.498e-03, eta: 8:47:00, time: 0.864, data_time: 0.004, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8379, loss_cls: 1.4432, loss: 1.4432, grad_norm: 6.4278 2021-07-14 08:55:16,557 - mmaction - INFO - Epoch [237][1280/1879] lr: 1.498e-03, eta: 8:46:42, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6758, top5_acc: 0.8469, loss_cls: 1.3584, loss: 1.3584, grad_norm: 6.3434 2021-07-14 08:55:33,519 - mmaction - INFO - Epoch [237][1300/1879] lr: 1.498e-03, eta: 8:46:25, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6473, top5_acc: 0.8398, loss_cls: 1.4690, loss: 1.4690, grad_norm: 6.4073 2021-07-14 08:55:50,251 - mmaction - INFO - Epoch [237][1320/1879] lr: 1.498e-03, eta: 8:46:07, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8539, loss_cls: 1.3316, loss: 1.3316, grad_norm: 6.1879 2021-07-14 08:56:07,529 - mmaction - INFO - Epoch [237][1340/1879] lr: 1.498e-03, eta: 8:45:50, time: 0.864, data_time: 0.005, memory: 6454, top1_acc: 0.6727, top5_acc: 0.8488, loss_cls: 1.3710, loss: 1.3710, grad_norm: 6.2442 2021-07-14 08:56:24,387 - mmaction - INFO - Epoch [237][1360/1879] lr: 1.498e-03, eta: 8:45:32, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6738, top5_acc: 0.8500, loss_cls: 1.3644, loss: 1.3644, grad_norm: 6.1931 2021-07-14 08:56:41,456 - mmaction - INFO - Epoch [237][1380/1879] lr: 1.498e-03, eta: 8:45:15, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6707, top5_acc: 0.8480, loss_cls: 1.3904, loss: 1.3904, grad_norm: 6.2646 2021-07-14 08:56:58,276 - mmaction - INFO - Epoch [237][1400/1879] lr: 1.498e-03, eta: 8:44:57, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6562, top5_acc: 0.8438, loss_cls: 1.4411, loss: 1.4411, grad_norm: 6.2833 2021-07-14 08:57:14,672 - mmaction - INFO - Epoch [237][1420/1879] lr: 1.498e-03, eta: 8:44:40, time: 0.820, data_time: 0.001, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8492, loss_cls: 1.3760, loss: 1.3760, grad_norm: 6.2870 2021-07-14 08:57:31,729 - mmaction - INFO - Epoch [237][1440/1879] lr: 1.498e-03, eta: 8:44:22, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6531, top5_acc: 0.8359, loss_cls: 1.4759, loss: 1.4759, grad_norm: 6.3948 2021-07-14 08:57:48,653 - mmaction - INFO - Epoch [237][1460/1879] lr: 1.498e-03, eta: 8:44:05, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8402, loss_cls: 1.4282, loss: 1.4282, grad_norm: 6.2584 2021-07-14 08:58:05,734 - mmaction - INFO - Epoch [237][1480/1879] lr: 1.498e-03, eta: 8:43:47, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8359, loss_cls: 1.4451, loss: 1.4451, grad_norm: 6.2096 2021-07-14 08:58:22,852 - mmaction - INFO - Epoch [237][1500/1879] lr: 1.498e-03, eta: 8:43:30, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6508, top5_acc: 0.8270, loss_cls: 1.4955, loss: 1.4955, grad_norm: 6.3526 2021-07-14 08:58:40,042 - mmaction - INFO - Epoch [237][1520/1879] lr: 1.498e-03, eta: 8:43:12, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6652, top5_acc: 0.8426, loss_cls: 1.4347, loss: 1.4347, grad_norm: 6.3775 2021-07-14 08:58:56,889 - mmaction - INFO - Epoch [237][1540/1879] lr: 1.498e-03, eta: 8:42:55, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.6687, top5_acc: 0.8516, loss_cls: 1.3876, loss: 1.3876, grad_norm: 6.2810 2021-07-14 08:59:14,247 - mmaction - INFO - Epoch [237][1560/1879] lr: 1.498e-03, eta: 8:42:37, time: 0.866, data_time: 0.004, memory: 6454, top1_acc: 0.6582, top5_acc: 0.8430, loss_cls: 1.4187, loss: 1.4187, grad_norm: 6.3566 2021-07-14 08:59:31,325 - mmaction - INFO - Epoch [237][1580/1879] lr: 1.498e-03, eta: 8:42:20, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6703, top5_acc: 0.8391, loss_cls: 1.4194, loss: 1.4194, grad_norm: 6.1991 2021-07-14 08:59:48,578 - mmaction - INFO - Epoch [237][1600/1879] lr: 1.498e-03, eta: 8:42:02, time: 0.864, data_time: 0.003, memory: 6454, top1_acc: 0.6750, top5_acc: 0.8539, loss_cls: 1.3673, loss: 1.3673, grad_norm: 6.1887 2021-07-14 09:00:05,637 - mmaction - INFO - Epoch [237][1620/1879] lr: 1.498e-03, eta: 8:41:45, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6621, top5_acc: 0.8480, loss_cls: 1.4172, loss: 1.4172, grad_norm: 6.4355 2021-07-14 09:00:22,469 - mmaction - INFO - Epoch [237][1640/1879] lr: 1.498e-03, eta: 8:41:27, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.6637, top5_acc: 0.8445, loss_cls: 1.4226, loss: 1.4226, grad_norm: 6.2080 2021-07-14 09:00:39,485 - mmaction - INFO - Epoch [237][1660/1879] lr: 1.498e-03, eta: 8:41:10, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6531, top5_acc: 0.8441, loss_cls: 1.4446, loss: 1.4446, grad_norm: 6.4339 2021-07-14 09:00:56,497 - mmaction - INFO - Epoch [237][1680/1879] lr: 1.498e-03, eta: 8:40:52, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6578, top5_acc: 0.8520, loss_cls: 1.4105, loss: 1.4105, grad_norm: 6.3643 2021-07-14 09:01:13,557 - mmaction - INFO - Epoch [237][1700/1879] lr: 1.498e-03, eta: 8:40:35, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6684, top5_acc: 0.8457, loss_cls: 1.4064, loss: 1.4064, grad_norm: 6.2759 2021-07-14 09:01:30,260 - mmaction - INFO - Epoch [237][1720/1879] lr: 1.498e-03, eta: 8:40:17, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.6594, top5_acc: 0.8414, loss_cls: 1.4502, loss: 1.4502, grad_norm: 6.4263 2021-07-14 09:01:46,896 - mmaction - INFO - Epoch [237][1740/1879] lr: 1.498e-03, eta: 8:40:00, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.6617, top5_acc: 0.8465, loss_cls: 1.4294, loss: 1.4294, grad_norm: 6.4009 2021-07-14 09:02:03,951 - mmaction - INFO - Epoch [237][1760/1879] lr: 1.498e-03, eta: 8:39:42, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6523, top5_acc: 0.8371, loss_cls: 1.4639, loss: 1.4639, grad_norm: 6.4009 2021-07-14 09:02:20,814 - mmaction - INFO - Epoch [237][1780/1879] lr: 1.498e-03, eta: 8:39:25, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8430, loss_cls: 1.4307, loss: 1.4307, grad_norm: 6.4379 2021-07-14 09:02:37,672 - mmaction - INFO - Epoch [237][1800/1879] lr: 1.498e-03, eta: 8:39:07, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6687, top5_acc: 0.8434, loss_cls: 1.4209, loss: 1.4209, grad_norm: 6.4016 2021-07-14 09:02:54,843 - mmaction - INFO - Epoch [237][1820/1879] lr: 1.498e-03, eta: 8:38:50, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8418, loss_cls: 1.4119, loss: 1.4119, grad_norm: 6.3529 2021-07-14 09:03:11,855 - mmaction - INFO - Epoch [237][1840/1879] lr: 1.498e-03, eta: 8:38:32, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6527, top5_acc: 0.8449, loss_cls: 1.4586, loss: 1.4586, grad_norm: 6.3210 2021-07-14 09:03:29,184 - mmaction - INFO - Epoch [237][1860/1879] lr: 1.498e-03, eta: 8:38:15, time: 0.863, data_time: 0.007, memory: 6454, top1_acc: 0.6590, top5_acc: 0.8504, loss_cls: 1.4019, loss: 1.4019, grad_norm: 6.3716 2021-07-14 09:05:22,987 - mmaction - INFO - Epoch [238][20/1879] lr: 1.353e-03, eta: 8:37:52, time: 4.679, data_time: 3.668, memory: 6454, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.3582, loss: 1.3582, grad_norm: 6.1520 2021-07-14 09:05:39,621 - mmaction - INFO - Epoch [238][40/1879] lr: 1.353e-03, eta: 8:37:35, time: 0.832, data_time: 0.007, memory: 6454, top1_acc: 0.6684, top5_acc: 0.8477, loss_cls: 1.4033, loss: 1.4033, grad_norm: 6.2527 2021-07-14 09:05:56,500 - mmaction - INFO - Epoch [238][60/1879] lr: 1.353e-03, eta: 8:37:17, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8344, loss_cls: 1.3940, loss: 1.3940, grad_norm: 6.2296 2021-07-14 09:06:13,284 - mmaction - INFO - Epoch [238][80/1879] lr: 1.353e-03, eta: 8:37:00, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8449, loss_cls: 1.3948, loss: 1.3948, grad_norm: 6.2169 2021-07-14 09:06:30,163 - mmaction - INFO - Epoch [238][100/1879] lr: 1.353e-03, eta: 8:36:42, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8477, loss_cls: 1.3578, loss: 1.3578, grad_norm: 6.2941 2021-07-14 09:06:47,277 - mmaction - INFO - Epoch [238][120/1879] lr: 1.353e-03, eta: 8:36:25, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6676, top5_acc: 0.8398, loss_cls: 1.4214, loss: 1.4214, grad_norm: 6.2228 2021-07-14 09:07:04,121 - mmaction - INFO - Epoch [238][140/1879] lr: 1.353e-03, eta: 8:36:07, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6598, top5_acc: 0.8449, loss_cls: 1.4086, loss: 1.4086, grad_norm: 6.4416 2021-07-14 09:07:21,281 - mmaction - INFO - Epoch [238][160/1879] lr: 1.353e-03, eta: 8:35:50, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8504, loss_cls: 1.3919, loss: 1.3919, grad_norm: 6.2658 2021-07-14 09:07:38,174 - mmaction - INFO - Epoch [238][180/1879] lr: 1.353e-03, eta: 8:35:32, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6617, top5_acc: 0.8480, loss_cls: 1.4061, loss: 1.4061, grad_norm: 6.4953 2021-07-14 09:07:55,096 - mmaction - INFO - Epoch [238][200/1879] lr: 1.353e-03, eta: 8:35:15, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6590, top5_acc: 0.8477, loss_cls: 1.4074, loss: 1.4074, grad_norm: 6.3947 2021-07-14 09:08:12,077 - mmaction - INFO - Epoch [238][220/1879] lr: 1.353e-03, eta: 8:34:57, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6703, top5_acc: 0.8527, loss_cls: 1.3772, loss: 1.3772, grad_norm: 6.2189 2021-07-14 09:08:29,121 - mmaction - INFO - Epoch [238][240/1879] lr: 1.353e-03, eta: 8:34:40, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6668, top5_acc: 0.8457, loss_cls: 1.4317, loss: 1.4317, grad_norm: 6.3244 2021-07-14 09:08:46,092 - mmaction - INFO - Epoch [238][260/1879] lr: 1.353e-03, eta: 8:34:22, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6473, top5_acc: 0.8445, loss_cls: 1.4343, loss: 1.4343, grad_norm: 6.4246 2021-07-14 09:09:03,099 - mmaction - INFO - Epoch [238][280/1879] lr: 1.353e-03, eta: 8:34:05, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6648, top5_acc: 0.8453, loss_cls: 1.4138, loss: 1.4138, grad_norm: 6.2820 2021-07-14 09:09:20,134 - mmaction - INFO - Epoch [238][300/1879] lr: 1.353e-03, eta: 8:33:47, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.6723, top5_acc: 0.8488, loss_cls: 1.3910, loss: 1.3910, grad_norm: 6.2871 2021-07-14 09:09:37,259 - mmaction - INFO - Epoch [238][320/1879] lr: 1.353e-03, eta: 8:33:30, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6641, top5_acc: 0.8422, loss_cls: 1.4323, loss: 1.4323, grad_norm: 6.3923 2021-07-14 09:09:54,115 - mmaction - INFO - Epoch [238][340/1879] lr: 1.353e-03, eta: 8:33:12, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8582, loss_cls: 1.3495, loss: 1.3495, grad_norm: 6.2140 2021-07-14 09:10:11,169 - mmaction - INFO - Epoch [238][360/1879] lr: 1.353e-03, eta: 8:32:55, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6703, top5_acc: 0.8398, loss_cls: 1.4039, loss: 1.4039, grad_norm: 6.3919 2021-07-14 09:10:28,012 - mmaction - INFO - Epoch [238][380/1879] lr: 1.353e-03, eta: 8:32:37, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8527, loss_cls: 1.3703, loss: 1.3703, grad_norm: 6.3406 2021-07-14 09:10:44,992 - mmaction - INFO - Epoch [238][400/1879] lr: 1.353e-03, eta: 8:32:20, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6723, top5_acc: 0.8492, loss_cls: 1.4161, loss: 1.4161, grad_norm: 6.4621 2021-07-14 09:11:01,976 - mmaction - INFO - Epoch [238][420/1879] lr: 1.353e-03, eta: 8:32:02, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8383, loss_cls: 1.4208, loss: 1.4208, grad_norm: 6.3835 2021-07-14 09:11:19,009 - mmaction - INFO - Epoch [238][440/1879] lr: 1.353e-03, eta: 8:31:45, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6805, top5_acc: 0.8547, loss_cls: 1.3431, loss: 1.3431, grad_norm: 6.1373 2021-07-14 09:11:36,029 - mmaction - INFO - Epoch [238][460/1879] lr: 1.353e-03, eta: 8:31:27, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8363, loss_cls: 1.4211, loss: 1.4211, grad_norm: 6.4185 2021-07-14 09:11:53,033 - mmaction - INFO - Epoch [238][480/1879] lr: 1.353e-03, eta: 8:31:10, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6664, top5_acc: 0.8457, loss_cls: 1.4145, loss: 1.4145, grad_norm: 6.4158 2021-07-14 09:12:10,082 - mmaction - INFO - Epoch [238][500/1879] lr: 1.353e-03, eta: 8:30:52, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6578, top5_acc: 0.8473, loss_cls: 1.4334, loss: 1.4334, grad_norm: 6.4414 2021-07-14 09:12:27,128 - mmaction - INFO - Epoch [238][520/1879] lr: 1.353e-03, eta: 8:30:35, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6559, top5_acc: 0.8379, loss_cls: 1.4445, loss: 1.4445, grad_norm: 6.3652 2021-07-14 09:12:44,353 - mmaction - INFO - Epoch [238][540/1879] lr: 1.353e-03, eta: 8:30:17, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8539, loss_cls: 1.3679, loss: 1.3679, grad_norm: 6.3019 2021-07-14 09:13:01,149 - mmaction - INFO - Epoch [238][560/1879] lr: 1.353e-03, eta: 8:30:00, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6785, top5_acc: 0.8578, loss_cls: 1.3650, loss: 1.3650, grad_norm: 6.3114 2021-07-14 09:13:18,272 - mmaction - INFO - Epoch [238][580/1879] lr: 1.353e-03, eta: 8:29:42, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8508, loss_cls: 1.3558, loss: 1.3558, grad_norm: 6.1688 2021-07-14 09:13:35,249 - mmaction - INFO - Epoch [238][600/1879] lr: 1.353e-03, eta: 8:29:25, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6637, top5_acc: 0.8359, loss_cls: 1.4317, loss: 1.4317, grad_norm: 6.3671 2021-07-14 09:13:52,214 - mmaction - INFO - Epoch [238][620/1879] lr: 1.353e-03, eta: 8:29:07, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6668, top5_acc: 0.8488, loss_cls: 1.3714, loss: 1.3714, grad_norm: 6.2638 2021-07-14 09:14:09,133 - mmaction - INFO - Epoch [238][640/1879] lr: 1.353e-03, eta: 8:28:50, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6805, top5_acc: 0.8477, loss_cls: 1.3546, loss: 1.3546, grad_norm: 6.1444 2021-07-14 09:14:26,039 - mmaction - INFO - Epoch [238][660/1879] lr: 1.353e-03, eta: 8:28:32, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8641, loss_cls: 1.3175, loss: 1.3175, grad_norm: 6.1743 2021-07-14 09:14:42,914 - mmaction - INFO - Epoch [238][680/1879] lr: 1.353e-03, eta: 8:28:15, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8465, loss_cls: 1.4154, loss: 1.4154, grad_norm: 6.3749 2021-07-14 09:15:00,047 - mmaction - INFO - Epoch [238][700/1879] lr: 1.353e-03, eta: 8:27:57, time: 0.853, data_time: 0.000, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8352, loss_cls: 1.4409, loss: 1.4409, grad_norm: 6.3898 2021-07-14 09:15:17,279 - mmaction - INFO - Epoch [238][720/1879] lr: 1.353e-03, eta: 8:27:40, time: 0.864, data_time: 0.006, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8512, loss_cls: 1.3698, loss: 1.3698, grad_norm: 6.2045 2021-07-14 09:15:34,153 - mmaction - INFO - Epoch [238][740/1879] lr: 1.353e-03, eta: 8:27:22, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8547, loss_cls: 1.3515, loss: 1.3515, grad_norm: 6.3166 2021-07-14 09:15:51,420 - mmaction - INFO - Epoch [238][760/1879] lr: 1.353e-03, eta: 8:27:05, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.6715, top5_acc: 0.8422, loss_cls: 1.4070, loss: 1.4070, grad_norm: 6.4240 2021-07-14 09:16:08,735 - mmaction - INFO - Epoch [238][780/1879] lr: 1.353e-03, eta: 8:26:47, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8484, loss_cls: 1.3476, loss: 1.3476, grad_norm: 6.1712 2021-07-14 09:16:25,706 - mmaction - INFO - Epoch [238][800/1879] lr: 1.353e-03, eta: 8:26:30, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8668, loss_cls: 1.2747, loss: 1.2747, grad_norm: 5.9558 2021-07-14 09:16:42,473 - mmaction - INFO - Epoch [238][820/1879] lr: 1.353e-03, eta: 8:26:12, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.6605, top5_acc: 0.8363, loss_cls: 1.4486, loss: 1.4486, grad_norm: 6.3813 2021-07-14 09:16:59,670 - mmaction - INFO - Epoch [238][840/1879] lr: 1.353e-03, eta: 8:25:55, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.6582, top5_acc: 0.8500, loss_cls: 1.4194, loss: 1.4194, grad_norm: 6.3514 2021-07-14 09:17:16,701 - mmaction - INFO - Epoch [238][860/1879] lr: 1.353e-03, eta: 8:25:37, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6719, top5_acc: 0.8414, loss_cls: 1.4146, loss: 1.4146, grad_norm: 6.4170 2021-07-14 09:17:33,698 - mmaction - INFO - Epoch [238][880/1879] lr: 1.353e-03, eta: 8:25:20, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6590, top5_acc: 0.8441, loss_cls: 1.4222, loss: 1.4222, grad_norm: 6.4213 2021-07-14 09:17:50,739 - mmaction - INFO - Epoch [238][900/1879] lr: 1.353e-03, eta: 8:25:02, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6641, top5_acc: 0.8562, loss_cls: 1.3924, loss: 1.3924, grad_norm: 6.4124 2021-07-14 09:18:07,794 - mmaction - INFO - Epoch [238][920/1879] lr: 1.353e-03, eta: 8:24:45, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8645, loss_cls: 1.3195, loss: 1.3195, grad_norm: 6.1548 2021-07-14 09:18:24,691 - mmaction - INFO - Epoch [238][940/1879] lr: 1.353e-03, eta: 8:24:27, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8586, loss_cls: 1.3523, loss: 1.3523, grad_norm: 6.2172 2021-07-14 09:18:41,665 - mmaction - INFO - Epoch [238][960/1879] lr: 1.353e-03, eta: 8:24:10, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6621, top5_acc: 0.8480, loss_cls: 1.3945, loss: 1.3945, grad_norm: 6.4241 2021-07-14 09:18:58,683 - mmaction - INFO - Epoch [238][980/1879] lr: 1.353e-03, eta: 8:23:52, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6723, top5_acc: 0.8453, loss_cls: 1.3702, loss: 1.3702, grad_norm: 6.2304 2021-07-14 09:19:15,680 - mmaction - INFO - Epoch [238][1000/1879] lr: 1.353e-03, eta: 8:23:35, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6496, top5_acc: 0.8406, loss_cls: 1.4644, loss: 1.4644, grad_norm: 6.5278 2021-07-14 09:19:32,487 - mmaction - INFO - Epoch [238][1020/1879] lr: 1.353e-03, eta: 8:23:17, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.6707, top5_acc: 0.8379, loss_cls: 1.4250, loss: 1.4250, grad_norm: 6.3831 2021-07-14 09:19:49,238 - mmaction - INFO - Epoch [238][1040/1879] lr: 1.353e-03, eta: 8:23:00, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8418, loss_cls: 1.3817, loss: 1.3817, grad_norm: 6.3415 2021-07-14 09:20:06,208 - mmaction - INFO - Epoch [238][1060/1879] lr: 1.353e-03, eta: 8:22:42, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8496, loss_cls: 1.3848, loss: 1.3848, grad_norm: 6.2844 2021-07-14 09:20:23,029 - mmaction - INFO - Epoch [238][1080/1879] lr: 1.353e-03, eta: 8:22:25, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.6617, top5_acc: 0.8492, loss_cls: 1.4220, loss: 1.4220, grad_norm: 6.3756 2021-07-14 09:20:40,280 - mmaction - INFO - Epoch [238][1100/1879] lr: 1.353e-03, eta: 8:22:07, time: 0.859, data_time: 0.002, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8367, loss_cls: 1.4368, loss: 1.4368, grad_norm: 6.5360 2021-07-14 09:20:57,368 - mmaction - INFO - Epoch [238][1120/1879] lr: 1.353e-03, eta: 8:21:50, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.6648, top5_acc: 0.8445, loss_cls: 1.3991, loss: 1.3991, grad_norm: 6.3242 2021-07-14 09:21:14,623 - mmaction - INFO - Epoch [238][1140/1879] lr: 1.353e-03, eta: 8:21:33, time: 0.864, data_time: 0.004, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8465, loss_cls: 1.4099, loss: 1.4099, grad_norm: 6.4220 2021-07-14 09:21:31,735 - mmaction - INFO - Epoch [238][1160/1879] lr: 1.353e-03, eta: 8:21:15, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.6613, top5_acc: 0.8461, loss_cls: 1.4100, loss: 1.4100, grad_norm: 6.4801 2021-07-14 09:21:48,876 - mmaction - INFO - Epoch [238][1180/1879] lr: 1.353e-03, eta: 8:20:58, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6504, top5_acc: 0.8344, loss_cls: 1.4721, loss: 1.4721, grad_norm: 6.4950 2021-07-14 09:22:06,017 - mmaction - INFO - Epoch [238][1200/1879] lr: 1.353e-03, eta: 8:20:40, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6719, top5_acc: 0.8559, loss_cls: 1.3352, loss: 1.3352, grad_norm: 6.1445 2021-07-14 09:22:23,246 - mmaction - INFO - Epoch [238][1220/1879] lr: 1.353e-03, eta: 8:20:23, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8488, loss_cls: 1.3900, loss: 1.3900, grad_norm: 6.4357 2021-07-14 09:22:39,990 - mmaction - INFO - Epoch [238][1240/1879] lr: 1.353e-03, eta: 8:20:05, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8484, loss_cls: 1.4028, loss: 1.4028, grad_norm: 6.4232 2021-07-14 09:22:57,374 - mmaction - INFO - Epoch [238][1260/1879] lr: 1.353e-03, eta: 8:19:48, time: 0.869, data_time: 0.003, memory: 6454, top1_acc: 0.6676, top5_acc: 0.8449, loss_cls: 1.4121, loss: 1.4121, grad_norm: 6.3143 2021-07-14 09:23:14,688 - mmaction - INFO - Epoch [238][1280/1879] lr: 1.353e-03, eta: 8:19:30, time: 0.867, data_time: 0.005, memory: 6454, top1_acc: 0.6547, top5_acc: 0.8398, loss_cls: 1.4348, loss: 1.4348, grad_norm: 6.4811 2021-07-14 09:23:31,867 - mmaction - INFO - Epoch [238][1300/1879] lr: 1.353e-03, eta: 8:19:13, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8492, loss_cls: 1.3942, loss: 1.3942, grad_norm: 6.4015 2021-07-14 09:23:48,882 - mmaction - INFO - Epoch [238][1320/1879] lr: 1.353e-03, eta: 8:18:55, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8523, loss_cls: 1.3674, loss: 1.3674, grad_norm: 6.2968 2021-07-14 09:24:06,097 - mmaction - INFO - Epoch [238][1340/1879] lr: 1.353e-03, eta: 8:18:38, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.6625, top5_acc: 0.8410, loss_cls: 1.4520, loss: 1.4520, grad_norm: 6.5087 2021-07-14 09:24:23,010 - mmaction - INFO - Epoch [238][1360/1879] lr: 1.353e-03, eta: 8:18:20, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6605, top5_acc: 0.8461, loss_cls: 1.4253, loss: 1.4253, grad_norm: 6.5054 2021-07-14 09:24:40,215 - mmaction - INFO - Epoch [238][1380/1879] lr: 1.353e-03, eta: 8:18:03, time: 0.860, data_time: 0.001, memory: 6454, top1_acc: 0.6664, top5_acc: 0.8422, loss_cls: 1.4013, loss: 1.4013, grad_norm: 6.3791 2021-07-14 09:24:57,488 - mmaction - INFO - Epoch [238][1400/1879] lr: 1.353e-03, eta: 8:17:46, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.6738, top5_acc: 0.8508, loss_cls: 1.3740, loss: 1.3740, grad_norm: 6.4342 2021-07-14 09:25:14,441 - mmaction - INFO - Epoch [238][1420/1879] lr: 1.353e-03, eta: 8:17:28, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8465, loss_cls: 1.4097, loss: 1.4097, grad_norm: 6.2435 2021-07-14 09:25:31,466 - mmaction - INFO - Epoch [238][1440/1879] lr: 1.353e-03, eta: 8:17:11, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.6742, top5_acc: 0.8586, loss_cls: 1.3644, loss: 1.3644, grad_norm: 6.4623 2021-07-14 09:25:48,487 - mmaction - INFO - Epoch [238][1460/1879] lr: 1.353e-03, eta: 8:16:53, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8469, loss_cls: 1.3832, loss: 1.3832, grad_norm: 6.2530 2021-07-14 09:26:05,554 - mmaction - INFO - Epoch [238][1480/1879] lr: 1.353e-03, eta: 8:16:36, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.6652, top5_acc: 0.8496, loss_cls: 1.3970, loss: 1.3970, grad_norm: 6.3815 2021-07-14 09:26:22,627 - mmaction - INFO - Epoch [238][1500/1879] lr: 1.353e-03, eta: 8:16:18, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6699, top5_acc: 0.8488, loss_cls: 1.3825, loss: 1.3825, grad_norm: 6.3603 2021-07-14 09:26:39,740 - mmaction - INFO - Epoch [238][1520/1879] lr: 1.353e-03, eta: 8:16:01, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6602, top5_acc: 0.8430, loss_cls: 1.4585, loss: 1.4585, grad_norm: 6.3734 2021-07-14 09:26:56,549 - mmaction - INFO - Epoch [238][1540/1879] lr: 1.353e-03, eta: 8:15:43, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.6652, top5_acc: 0.8379, loss_cls: 1.4434, loss: 1.4434, grad_norm: 6.3903 2021-07-14 09:27:13,648 - mmaction - INFO - Epoch [238][1560/1879] lr: 1.353e-03, eta: 8:15:26, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8555, loss_cls: 1.3521, loss: 1.3521, grad_norm: 6.2544 2021-07-14 09:27:30,780 - mmaction - INFO - Epoch [238][1580/1879] lr: 1.353e-03, eta: 8:15:08, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8543, loss_cls: 1.3851, loss: 1.3851, grad_norm: 6.3457 2021-07-14 09:27:47,819 - mmaction - INFO - Epoch [238][1600/1879] lr: 1.353e-03, eta: 8:14:51, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8469, loss_cls: 1.3754, loss: 1.3754, grad_norm: 6.3067 2021-07-14 09:28:04,957 - mmaction - INFO - Epoch [238][1620/1879] lr: 1.353e-03, eta: 8:14:33, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6664, top5_acc: 0.8441, loss_cls: 1.4203, loss: 1.4203, grad_norm: 6.3816 2021-07-14 09:28:21,971 - mmaction - INFO - Epoch [238][1640/1879] lr: 1.353e-03, eta: 8:14:16, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6672, top5_acc: 0.8508, loss_cls: 1.3883, loss: 1.3883, grad_norm: 6.2324 2021-07-14 09:28:39,033 - mmaction - INFO - Epoch [238][1660/1879] lr: 1.353e-03, eta: 8:13:58, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8543, loss_cls: 1.3587, loss: 1.3587, grad_norm: 6.3683 2021-07-14 09:28:56,039 - mmaction - INFO - Epoch [238][1680/1879] lr: 1.353e-03, eta: 8:13:41, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8453, loss_cls: 1.4065, loss: 1.4065, grad_norm: 6.3899 2021-07-14 09:29:12,955 - mmaction - INFO - Epoch [238][1700/1879] lr: 1.353e-03, eta: 8:13:23, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8441, loss_cls: 1.4004, loss: 1.4004, grad_norm: 6.3712 2021-07-14 09:29:30,057 - mmaction - INFO - Epoch [238][1720/1879] lr: 1.353e-03, eta: 8:13:06, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6613, top5_acc: 0.8406, loss_cls: 1.3972, loss: 1.3972, grad_norm: 6.3566 2021-07-14 09:29:47,021 - mmaction - INFO - Epoch [238][1740/1879] lr: 1.353e-03, eta: 8:12:48, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6684, top5_acc: 0.8492, loss_cls: 1.4054, loss: 1.4054, grad_norm: 6.5267 2021-07-14 09:30:03,986 - mmaction - INFO - Epoch [238][1760/1879] lr: 1.353e-03, eta: 8:12:31, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8641, loss_cls: 1.2838, loss: 1.2838, grad_norm: 6.1730 2021-07-14 09:30:20,911 - mmaction - INFO - Epoch [238][1780/1879] lr: 1.353e-03, eta: 8:12:13, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6586, top5_acc: 0.8418, loss_cls: 1.4275, loss: 1.4275, grad_norm: 6.3704 2021-07-14 09:30:37,822 - mmaction - INFO - Epoch [238][1800/1879] lr: 1.353e-03, eta: 8:11:56, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8473, loss_cls: 1.3670, loss: 1.3670, grad_norm: 6.3048 2021-07-14 09:30:55,047 - mmaction - INFO - Epoch [238][1820/1879] lr: 1.353e-03, eta: 8:11:38, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.6543, top5_acc: 0.8309, loss_cls: 1.4548, loss: 1.4548, grad_norm: 6.4107 2021-07-14 09:31:12,053 - mmaction - INFO - Epoch [238][1840/1879] lr: 1.353e-03, eta: 8:11:21, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6531, top5_acc: 0.8430, loss_cls: 1.4665, loss: 1.4665, grad_norm: 6.6065 2021-07-14 09:31:28,934 - mmaction - INFO - Epoch [238][1860/1879] lr: 1.353e-03, eta: 8:11:03, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6656, top5_acc: 0.8480, loss_cls: 1.3972, loss: 1.3972, grad_norm: 6.4196 2021-07-14 09:32:58,053 - mmaction - INFO - Epoch [239][20/1879] lr: 1.215e-03, eta: 8:10:35, time: 3.375, data_time: 2.549, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8562, loss_cls: 1.3617, loss: 1.3617, grad_norm: 6.4701 2021-07-14 09:33:14,518 - mmaction - INFO - Epoch [239][40/1879] lr: 1.215e-03, eta: 8:10:18, time: 0.824, data_time: 0.006, memory: 6454, top1_acc: 0.6637, top5_acc: 0.8504, loss_cls: 1.4140, loss: 1.4140, grad_norm: 6.4283 2021-07-14 09:33:31,626 - mmaction - INFO - Epoch [239][60/1879] lr: 1.215e-03, eta: 8:10:00, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8492, loss_cls: 1.4158, loss: 1.4158, grad_norm: 6.5476 2021-07-14 09:33:48,694 - mmaction - INFO - Epoch [239][80/1879] lr: 1.215e-03, eta: 8:09:43, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8504, loss_cls: 1.3443, loss: 1.3443, grad_norm: 6.2908 2021-07-14 09:34:05,720 - mmaction - INFO - Epoch [239][100/1879] lr: 1.215e-03, eta: 8:09:25, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6543, top5_acc: 0.8523, loss_cls: 1.4301, loss: 1.4301, grad_norm: 6.5154 2021-07-14 09:34:22,744 - mmaction - INFO - Epoch [239][120/1879] lr: 1.215e-03, eta: 8:09:08, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6637, top5_acc: 0.8418, loss_cls: 1.3940, loss: 1.3940, grad_norm: 6.3356 2021-07-14 09:34:39,510 - mmaction - INFO - Epoch [239][140/1879] lr: 1.215e-03, eta: 8:08:50, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.6613, top5_acc: 0.8488, loss_cls: 1.4040, loss: 1.4040, grad_norm: 6.4529 2021-07-14 09:34:56,540 - mmaction - INFO - Epoch [239][160/1879] lr: 1.215e-03, eta: 8:08:33, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6637, top5_acc: 0.8406, loss_cls: 1.4208, loss: 1.4208, grad_norm: 6.3419 2021-07-14 09:35:13,484 - mmaction - INFO - Epoch [239][180/1879] lr: 1.215e-03, eta: 8:08:15, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6684, top5_acc: 0.8480, loss_cls: 1.3914, loss: 1.3914, grad_norm: 6.3367 2021-07-14 09:35:30,625 - mmaction - INFO - Epoch [239][200/1879] lr: 1.215e-03, eta: 8:07:58, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.6664, top5_acc: 0.8449, loss_cls: 1.3993, loss: 1.3993, grad_norm: 6.3005 2021-07-14 09:35:47,498 - mmaction - INFO - Epoch [239][220/1879] lr: 1.215e-03, eta: 8:07:40, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6887, top5_acc: 0.8637, loss_cls: 1.3281, loss: 1.3281, grad_norm: 6.1961 2021-07-14 09:36:04,655 - mmaction - INFO - Epoch [239][240/1879] lr: 1.215e-03, eta: 8:07:23, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6617, top5_acc: 0.8426, loss_cls: 1.4411, loss: 1.4411, grad_norm: 6.4322 2021-07-14 09:36:21,624 - mmaction - INFO - Epoch [239][260/1879] lr: 1.215e-03, eta: 8:07:05, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8582, loss_cls: 1.3621, loss: 1.3621, grad_norm: 6.2979 2021-07-14 09:36:38,485 - mmaction - INFO - Epoch [239][280/1879] lr: 1.215e-03, eta: 8:06:48, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6750, top5_acc: 0.8504, loss_cls: 1.3814, loss: 1.3814, grad_norm: 6.3827 2021-07-14 09:36:55,651 - mmaction - INFO - Epoch [239][300/1879] lr: 1.215e-03, eta: 8:06:30, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.6652, top5_acc: 0.8379, loss_cls: 1.4393, loss: 1.4393, grad_norm: 6.4795 2021-07-14 09:37:12,411 - mmaction - INFO - Epoch [239][320/1879] lr: 1.215e-03, eta: 8:06:13, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8602, loss_cls: 1.3251, loss: 1.3251, grad_norm: 6.3604 2021-07-14 09:37:29,499 - mmaction - INFO - Epoch [239][340/1879] lr: 1.215e-03, eta: 8:05:55, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8492, loss_cls: 1.3899, loss: 1.3899, grad_norm: 6.3838 2021-07-14 09:37:46,618 - mmaction - INFO - Epoch [239][360/1879] lr: 1.215e-03, eta: 8:05:38, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6707, top5_acc: 0.8477, loss_cls: 1.3762, loss: 1.3762, grad_norm: 6.4197 2021-07-14 09:38:03,517 - mmaction - INFO - Epoch [239][380/1879] lr: 1.215e-03, eta: 8:05:20, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6758, top5_acc: 0.8621, loss_cls: 1.3779, loss: 1.3779, grad_norm: 6.3705 2021-07-14 09:38:20,630 - mmaction - INFO - Epoch [239][400/1879] lr: 1.215e-03, eta: 8:05:03, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6676, top5_acc: 0.8496, loss_cls: 1.4062, loss: 1.4062, grad_norm: 6.5064 2021-07-14 09:38:37,522 - mmaction - INFO - Epoch [239][420/1879] lr: 1.215e-03, eta: 8:04:45, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8473, loss_cls: 1.3779, loss: 1.3779, grad_norm: 6.4068 2021-07-14 09:38:54,372 - mmaction - INFO - Epoch [239][440/1879] lr: 1.215e-03, eta: 8:04:28, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8457, loss_cls: 1.4257, loss: 1.4257, grad_norm: 6.5200 2021-07-14 09:39:11,524 - mmaction - INFO - Epoch [239][460/1879] lr: 1.215e-03, eta: 8:04:11, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8430, loss_cls: 1.3845, loss: 1.3845, grad_norm: 6.3652 2021-07-14 09:39:28,268 - mmaction - INFO - Epoch [239][480/1879] lr: 1.215e-03, eta: 8:03:53, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.6664, top5_acc: 0.8453, loss_cls: 1.3906, loss: 1.3906, grad_norm: 6.4415 2021-07-14 09:39:45,512 - mmaction - INFO - Epoch [239][500/1879] lr: 1.215e-03, eta: 8:03:36, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8562, loss_cls: 1.3396, loss: 1.3396, grad_norm: 6.2068 2021-07-14 09:40:02,470 - mmaction - INFO - Epoch [239][520/1879] lr: 1.215e-03, eta: 8:03:18, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8531, loss_cls: 1.3680, loss: 1.3680, grad_norm: 6.3204 2021-07-14 09:40:19,401 - mmaction - INFO - Epoch [239][540/1879] lr: 1.215e-03, eta: 8:03:01, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6664, top5_acc: 0.8449, loss_cls: 1.3971, loss: 1.3971, grad_norm: 6.2876 2021-07-14 09:40:36,420 - mmaction - INFO - Epoch [239][560/1879] lr: 1.215e-03, eta: 8:02:43, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8434, loss_cls: 1.3957, loss: 1.3957, grad_norm: 6.2379 2021-07-14 09:40:53,581 - mmaction - INFO - Epoch [239][580/1879] lr: 1.215e-03, eta: 8:02:26, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6637, top5_acc: 0.8441, loss_cls: 1.4031, loss: 1.4031, grad_norm: 6.3701 2021-07-14 09:41:10,460 - mmaction - INFO - Epoch [239][600/1879] lr: 1.215e-03, eta: 8:02:08, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6789, top5_acc: 0.8523, loss_cls: 1.3577, loss: 1.3577, grad_norm: 6.3175 2021-07-14 09:41:27,363 - mmaction - INFO - Epoch [239][620/1879] lr: 1.215e-03, eta: 8:01:51, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6738, top5_acc: 0.8496, loss_cls: 1.3744, loss: 1.3744, grad_norm: 6.3058 2021-07-14 09:41:44,373 - mmaction - INFO - Epoch [239][640/1879] lr: 1.215e-03, eta: 8:01:33, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8531, loss_cls: 1.3304, loss: 1.3304, grad_norm: 6.2429 2021-07-14 09:42:01,168 - mmaction - INFO - Epoch [239][660/1879] lr: 1.215e-03, eta: 8:01:16, time: 0.841, data_time: 0.007, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8562, loss_cls: 1.3578, loss: 1.3578, grad_norm: 6.3760 2021-07-14 09:42:17,840 - mmaction - INFO - Epoch [239][680/1879] lr: 1.215e-03, eta: 8:00:58, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.6672, top5_acc: 0.8562, loss_cls: 1.3930, loss: 1.3930, grad_norm: 6.4268 2021-07-14 09:42:34,683 - mmaction - INFO - Epoch [239][700/1879] lr: 1.215e-03, eta: 8:00:41, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8500, loss_cls: 1.3610, loss: 1.3610, grad_norm: 6.2873 2021-07-14 09:42:52,045 - mmaction - INFO - Epoch [239][720/1879] lr: 1.215e-03, eta: 8:00:23, time: 0.870, data_time: 0.003, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8414, loss_cls: 1.3968, loss: 1.3968, grad_norm: 6.4190 2021-07-14 09:43:08,999 - mmaction - INFO - Epoch [239][740/1879] lr: 1.215e-03, eta: 8:00:06, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6656, top5_acc: 0.8441, loss_cls: 1.3984, loss: 1.3984, grad_norm: 6.3390 2021-07-14 09:43:25,917 - mmaction - INFO - Epoch [239][760/1879] lr: 1.215e-03, eta: 7:59:48, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6609, top5_acc: 0.8457, loss_cls: 1.4085, loss: 1.4085, grad_norm: 6.5815 2021-07-14 09:43:43,068 - mmaction - INFO - Epoch [239][780/1879] lr: 1.215e-03, eta: 7:59:31, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8551, loss_cls: 1.3708, loss: 1.3708, grad_norm: 6.2576 2021-07-14 09:43:59,894 - mmaction - INFO - Epoch [239][800/1879] lr: 1.215e-03, eta: 7:59:13, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8387, loss_cls: 1.3984, loss: 1.3984, grad_norm: 6.4506 2021-07-14 09:44:17,146 - mmaction - INFO - Epoch [239][820/1879] lr: 1.215e-03, eta: 7:58:56, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.6758, top5_acc: 0.8414, loss_cls: 1.4155, loss: 1.4155, grad_norm: 6.4861 2021-07-14 09:44:33,990 - mmaction - INFO - Epoch [239][840/1879] lr: 1.215e-03, eta: 7:58:38, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6551, top5_acc: 0.8395, loss_cls: 1.4465, loss: 1.4465, grad_norm: 6.5535 2021-07-14 09:44:51,201 - mmaction - INFO - Epoch [239][860/1879] lr: 1.215e-03, eta: 7:58:21, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.3871, loss: 1.3871, grad_norm: 6.4634 2021-07-14 09:45:08,177 - mmaction - INFO - Epoch [239][880/1879] lr: 1.215e-03, eta: 7:58:03, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8406, loss_cls: 1.4131, loss: 1.4131, grad_norm: 6.4374 2021-07-14 09:45:25,212 - mmaction - INFO - Epoch [239][900/1879] lr: 1.215e-03, eta: 7:57:46, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8543, loss_cls: 1.3607, loss: 1.3607, grad_norm: 6.4148 2021-07-14 09:45:42,377 - mmaction - INFO - Epoch [239][920/1879] lr: 1.215e-03, eta: 7:57:28, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8480, loss_cls: 1.3887, loss: 1.3887, grad_norm: 6.3420 2021-07-14 09:45:59,289 - mmaction - INFO - Epoch [239][940/1879] lr: 1.215e-03, eta: 7:57:11, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8500, loss_cls: 1.3550, loss: 1.3550, grad_norm: 6.2207 2021-07-14 09:46:16,170 - mmaction - INFO - Epoch [239][960/1879] lr: 1.215e-03, eta: 7:56:53, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8570, loss_cls: 1.3543, loss: 1.3543, grad_norm: 6.3937 2021-07-14 09:46:33,511 - mmaction - INFO - Epoch [239][980/1879] lr: 1.215e-03, eta: 7:56:36, time: 0.866, data_time: 0.004, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8582, loss_cls: 1.3785, loss: 1.3785, grad_norm: 6.4381 2021-07-14 09:46:50,128 - mmaction - INFO - Epoch [239][1000/1879] lr: 1.215e-03, eta: 7:56:18, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.6750, top5_acc: 0.8438, loss_cls: 1.3947, loss: 1.3947, grad_norm: 6.3285 2021-07-14 09:47:07,276 - mmaction - INFO - Epoch [239][1020/1879] lr: 1.215e-03, eta: 7:56:01, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8594, loss_cls: 1.3282, loss: 1.3282, grad_norm: 6.3969 2021-07-14 09:47:24,311 - mmaction - INFO - Epoch [239][1040/1879] lr: 1.215e-03, eta: 7:55:43, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8477, loss_cls: 1.3274, loss: 1.3274, grad_norm: 6.2766 2021-07-14 09:47:41,417 - mmaction - INFO - Epoch [239][1060/1879] lr: 1.215e-03, eta: 7:55:26, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8520, loss_cls: 1.3489, loss: 1.3489, grad_norm: 6.4332 2021-07-14 09:47:58,235 - mmaction - INFO - Epoch [239][1080/1879] lr: 1.215e-03, eta: 7:55:08, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.6785, top5_acc: 0.8512, loss_cls: 1.3591, loss: 1.3591, grad_norm: 6.4143 2021-07-14 09:48:15,223 - mmaction - INFO - Epoch [239][1100/1879] lr: 1.215e-03, eta: 7:54:51, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6598, top5_acc: 0.8422, loss_cls: 1.4210, loss: 1.4210, grad_norm: 6.4135 2021-07-14 09:48:32,249 - mmaction - INFO - Epoch [239][1120/1879] lr: 1.215e-03, eta: 7:54:33, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6570, top5_acc: 0.8371, loss_cls: 1.4515, loss: 1.4515, grad_norm: 6.4609 2021-07-14 09:48:49,213 - mmaction - INFO - Epoch [239][1140/1879] lr: 1.215e-03, eta: 7:54:16, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8398, loss_cls: 1.3988, loss: 1.3988, grad_norm: 6.2495 2021-07-14 09:49:06,315 - mmaction - INFO - Epoch [239][1160/1879] lr: 1.215e-03, eta: 7:53:58, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8398, loss_cls: 1.4176, loss: 1.4176, grad_norm: 6.5180 2021-07-14 09:49:23,449 - mmaction - INFO - Epoch [239][1180/1879] lr: 1.215e-03, eta: 7:53:41, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8453, loss_cls: 1.3719, loss: 1.3719, grad_norm: 6.3806 2021-07-14 09:49:40,436 - mmaction - INFO - Epoch [239][1200/1879] lr: 1.215e-03, eta: 7:53:24, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8594, loss_cls: 1.3416, loss: 1.3416, grad_norm: 6.2632 2021-07-14 09:49:57,472 - mmaction - INFO - Epoch [239][1220/1879] lr: 1.215e-03, eta: 7:53:06, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6703, top5_acc: 0.8559, loss_cls: 1.3675, loss: 1.3675, grad_norm: 6.4540 2021-07-14 09:50:14,702 - mmaction - INFO - Epoch [239][1240/1879] lr: 1.215e-03, eta: 7:52:49, time: 0.859, data_time: 0.007, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8566, loss_cls: 1.3488, loss: 1.3488, grad_norm: 6.4350 2021-07-14 09:50:31,504 - mmaction - INFO - Epoch [239][1260/1879] lr: 1.215e-03, eta: 7:52:31, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6656, top5_acc: 0.8480, loss_cls: 1.4242, loss: 1.4242, grad_norm: 6.5144 2021-07-14 09:50:48,344 - mmaction - INFO - Epoch [239][1280/1879] lr: 1.215e-03, eta: 7:52:14, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8465, loss_cls: 1.3927, loss: 1.3927, grad_norm: 6.4333 2021-07-14 09:51:05,097 - mmaction - INFO - Epoch [239][1300/1879] lr: 1.215e-03, eta: 7:51:56, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.6699, top5_acc: 0.8363, loss_cls: 1.4446, loss: 1.4446, grad_norm: 6.4807 2021-07-14 09:51:21,588 - mmaction - INFO - Epoch [239][1320/1879] lr: 1.215e-03, eta: 7:51:38, time: 0.827, data_time: 0.005, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8477, loss_cls: 1.3569, loss: 1.3569, grad_norm: 6.3543 2021-07-14 09:51:38,460 - mmaction - INFO - Epoch [239][1340/1879] lr: 1.215e-03, eta: 7:51:21, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8566, loss_cls: 1.3421, loss: 1.3421, grad_norm: 6.4490 2021-07-14 09:51:55,601 - mmaction - INFO - Epoch [239][1360/1879] lr: 1.215e-03, eta: 7:51:04, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6723, top5_acc: 0.8488, loss_cls: 1.3844, loss: 1.3844, grad_norm: 6.4676 2021-07-14 09:52:12,569 - mmaction - INFO - Epoch [239][1380/1879] lr: 1.215e-03, eta: 7:50:46, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6668, top5_acc: 0.8441, loss_cls: 1.4054, loss: 1.4054, grad_norm: 6.3932 2021-07-14 09:52:29,695 - mmaction - INFO - Epoch [239][1400/1879] lr: 1.215e-03, eta: 7:50:29, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8488, loss_cls: 1.3841, loss: 1.3841, grad_norm: 6.5428 2021-07-14 09:52:46,738 - mmaction - INFO - Epoch [239][1420/1879] lr: 1.215e-03, eta: 7:50:11, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8578, loss_cls: 1.3192, loss: 1.3192, grad_norm: 6.2367 2021-07-14 09:53:03,861 - mmaction - INFO - Epoch [239][1440/1879] lr: 1.215e-03, eta: 7:49:54, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6715, top5_acc: 0.8484, loss_cls: 1.4047, loss: 1.4047, grad_norm: 6.3017 2021-07-14 09:53:21,071 - mmaction - INFO - Epoch [239][1460/1879] lr: 1.215e-03, eta: 7:49:36, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8598, loss_cls: 1.3577, loss: 1.3577, grad_norm: 6.5508 2021-07-14 09:53:38,213 - mmaction - INFO - Epoch [239][1480/1879] lr: 1.215e-03, eta: 7:49:19, time: 0.858, data_time: 0.008, memory: 6454, top1_acc: 0.6500, top5_acc: 0.8418, loss_cls: 1.4220, loss: 1.4220, grad_norm: 6.5459 2021-07-14 09:53:55,011 - mmaction - INFO - Epoch [239][1500/1879] lr: 1.215e-03, eta: 7:49:01, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8586, loss_cls: 1.3638, loss: 1.3638, grad_norm: 6.3522 2021-07-14 09:54:12,157 - mmaction - INFO - Epoch [239][1520/1879] lr: 1.215e-03, eta: 7:48:44, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6684, top5_acc: 0.8453, loss_cls: 1.3919, loss: 1.3919, grad_norm: 6.6046 2021-07-14 09:54:29,239 - mmaction - INFO - Epoch [239][1540/1879] lr: 1.215e-03, eta: 7:48:26, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6648, top5_acc: 0.8375, loss_cls: 1.4047, loss: 1.4047, grad_norm: 6.4908 2021-07-14 09:54:46,288 - mmaction - INFO - Epoch [239][1560/1879] lr: 1.215e-03, eta: 7:48:09, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6707, top5_acc: 0.8547, loss_cls: 1.3716, loss: 1.3716, grad_norm: 6.3678 2021-07-14 09:55:03,327 - mmaction - INFO - Epoch [239][1580/1879] lr: 1.215e-03, eta: 7:47:51, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.6738, top5_acc: 0.8500, loss_cls: 1.3747, loss: 1.3747, grad_norm: 6.5478 2021-07-14 09:55:20,386 - mmaction - INFO - Epoch [239][1600/1879] lr: 1.215e-03, eta: 7:47:34, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.6641, top5_acc: 0.8496, loss_cls: 1.3983, loss: 1.3983, grad_norm: 6.4291 2021-07-14 09:55:37,407 - mmaction - INFO - Epoch [239][1620/1879] lr: 1.215e-03, eta: 7:47:16, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6602, top5_acc: 0.8477, loss_cls: 1.4034, loss: 1.4034, grad_norm: 6.4642 2021-07-14 09:55:54,319 - mmaction - INFO - Epoch [239][1640/1879] lr: 1.215e-03, eta: 7:46:59, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6652, top5_acc: 0.8492, loss_cls: 1.4117, loss: 1.4117, grad_norm: 6.3835 2021-07-14 09:56:11,430 - mmaction - INFO - Epoch [239][1660/1879] lr: 1.215e-03, eta: 7:46:41, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8414, loss_cls: 1.4169, loss: 1.4169, grad_norm: 6.4625 2021-07-14 09:56:28,392 - mmaction - INFO - Epoch [239][1680/1879] lr: 1.215e-03, eta: 7:46:24, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6590, top5_acc: 0.8430, loss_cls: 1.4095, loss: 1.4095, grad_norm: 6.5609 2021-07-14 09:56:45,243 - mmaction - INFO - Epoch [239][1700/1879] lr: 1.215e-03, eta: 7:46:06, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8453, loss_cls: 1.4038, loss: 1.4038, grad_norm: 6.6132 2021-07-14 09:57:02,550 - mmaction - INFO - Epoch [239][1720/1879] lr: 1.215e-03, eta: 7:45:49, time: 0.867, data_time: 0.008, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8574, loss_cls: 1.3543, loss: 1.3543, grad_norm: 6.3961 2021-07-14 09:57:19,379 - mmaction - INFO - Epoch [239][1740/1879] lr: 1.215e-03, eta: 7:45:31, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6781, top5_acc: 0.8633, loss_cls: 1.3315, loss: 1.3315, grad_norm: 6.3593 2021-07-14 09:57:36,379 - mmaction - INFO - Epoch [239][1760/1879] lr: 1.215e-03, eta: 7:45:14, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8496, loss_cls: 1.3732, loss: 1.3732, grad_norm: 6.2876 2021-07-14 09:57:53,279 - mmaction - INFO - Epoch [239][1780/1879] lr: 1.215e-03, eta: 7:44:56, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6742, top5_acc: 0.8504, loss_cls: 1.3610, loss: 1.3610, grad_norm: 6.3356 2021-07-14 09:58:09,864 - mmaction - INFO - Epoch [239][1800/1879] lr: 1.215e-03, eta: 7:44:39, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.6641, top5_acc: 0.8570, loss_cls: 1.3742, loss: 1.3742, grad_norm: 6.3238 2021-07-14 09:58:27,045 - mmaction - INFO - Epoch [239][1820/1879] lr: 1.215e-03, eta: 7:44:21, time: 0.857, data_time: 0.007, memory: 6454, top1_acc: 0.6715, top5_acc: 0.8488, loss_cls: 1.4184, loss: 1.4184, grad_norm: 6.4801 2021-07-14 09:58:43,948 - mmaction - INFO - Epoch [239][1840/1879] lr: 1.215e-03, eta: 7:44:04, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8504, loss_cls: 1.3749, loss: 1.3749, grad_norm: 6.4417 2021-07-14 09:59:00,653 - mmaction - INFO - Epoch [239][1860/1879] lr: 1.215e-03, eta: 7:43:46, time: 0.834, data_time: 0.007, memory: 6454, top1_acc: 0.6539, top5_acc: 0.8496, loss_cls: 1.4117, loss: 1.4117, grad_norm: 6.5049 2021-07-14 10:00:39,717 - mmaction - INFO - Epoch [240][20/1879] lr: 1.084e-03, eta: 7:43:20, time: 4.017, data_time: 3.094, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8543, loss_cls: 1.3279, loss: 1.3279, grad_norm: 6.2519 2021-07-14 10:00:56,151 - mmaction - INFO - Epoch [240][40/1879] lr: 1.084e-03, eta: 7:43:03, time: 0.821, data_time: 0.004, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8582, loss_cls: 1.3318, loss: 1.3318, grad_norm: 6.4216 2021-07-14 10:01:12,706 - mmaction - INFO - Epoch [240][60/1879] lr: 1.084e-03, eta: 7:42:45, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8379, loss_cls: 1.3922, loss: 1.3922, grad_norm: 6.2731 2021-07-14 10:01:29,399 - mmaction - INFO - Epoch [240][80/1879] lr: 1.084e-03, eta: 7:42:27, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.6785, top5_acc: 0.8473, loss_cls: 1.3775, loss: 1.3775, grad_norm: 6.3741 2021-07-14 10:01:46,432 - mmaction - INFO - Epoch [240][100/1879] lr: 1.084e-03, eta: 7:42:10, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8613, loss_cls: 1.3595, loss: 1.3595, grad_norm: 6.3156 2021-07-14 10:02:03,155 - mmaction - INFO - Epoch [240][120/1879] lr: 1.084e-03, eta: 7:41:52, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.6668, top5_acc: 0.8281, loss_cls: 1.4356, loss: 1.4356, grad_norm: 6.5123 2021-07-14 10:02:20,003 - mmaction - INFO - Epoch [240][140/1879] lr: 1.084e-03, eta: 7:41:35, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.6617, top5_acc: 0.8461, loss_cls: 1.4039, loss: 1.4039, grad_norm: 6.5259 2021-07-14 10:02:37,006 - mmaction - INFO - Epoch [240][160/1879] lr: 1.084e-03, eta: 7:41:17, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8418, loss_cls: 1.4047, loss: 1.4047, grad_norm: 6.3530 2021-07-14 10:02:54,082 - mmaction - INFO - Epoch [240][180/1879] lr: 1.084e-03, eta: 7:41:00, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6699, top5_acc: 0.8398, loss_cls: 1.4032, loss: 1.4032, grad_norm: 6.4698 2021-07-14 10:03:11,063 - mmaction - INFO - Epoch [240][200/1879] lr: 1.084e-03, eta: 7:40:43, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3312, loss: 1.3312, grad_norm: 6.4267 2021-07-14 10:03:28,213 - mmaction - INFO - Epoch [240][220/1879] lr: 1.084e-03, eta: 7:40:25, time: 0.857, data_time: 0.008, memory: 6454, top1_acc: 0.6707, top5_acc: 0.8520, loss_cls: 1.3764, loss: 1.3764, grad_norm: 6.3831 2021-07-14 10:03:45,122 - mmaction - INFO - Epoch [240][240/1879] lr: 1.084e-03, eta: 7:40:08, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8508, loss_cls: 1.4088, loss: 1.4088, grad_norm: 6.5330 2021-07-14 10:04:01,714 - mmaction - INFO - Epoch [240][260/1879] lr: 1.084e-03, eta: 7:39:50, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.6590, top5_acc: 0.8410, loss_cls: 1.4195, loss: 1.4195, grad_norm: 6.5498 2021-07-14 10:04:18,708 - mmaction - INFO - Epoch [240][280/1879] lr: 1.084e-03, eta: 7:39:33, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6461, top5_acc: 0.8383, loss_cls: 1.4608, loss: 1.4608, grad_norm: 6.5756 2021-07-14 10:04:35,584 - mmaction - INFO - Epoch [240][300/1879] lr: 1.084e-03, eta: 7:39:15, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8473, loss_cls: 1.4034, loss: 1.4034, grad_norm: 6.4487 2021-07-14 10:04:52,440 - mmaction - INFO - Epoch [240][320/1879] lr: 1.084e-03, eta: 7:38:58, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8488, loss_cls: 1.4012, loss: 1.4012, grad_norm: 6.6282 2021-07-14 10:05:09,341 - mmaction - INFO - Epoch [240][340/1879] lr: 1.084e-03, eta: 7:38:40, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6582, top5_acc: 0.8512, loss_cls: 1.4137, loss: 1.4137, grad_norm: 6.6026 2021-07-14 10:05:26,422 - mmaction - INFO - Epoch [240][360/1879] lr: 1.084e-03, eta: 7:38:23, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6664, top5_acc: 0.8496, loss_cls: 1.4140, loss: 1.4140, grad_norm: 6.4597 2021-07-14 10:05:43,419 - mmaction - INFO - Epoch [240][380/1879] lr: 1.084e-03, eta: 7:38:05, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6535, top5_acc: 0.8387, loss_cls: 1.4146, loss: 1.4146, grad_norm: 6.4307 2021-07-14 10:06:00,356 - mmaction - INFO - Epoch [240][400/1879] lr: 1.084e-03, eta: 7:37:48, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6738, top5_acc: 0.8523, loss_cls: 1.3648, loss: 1.3648, grad_norm: 6.3943 2021-07-14 10:06:17,309 - mmaction - INFO - Epoch [240][420/1879] lr: 1.084e-03, eta: 7:37:30, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6602, top5_acc: 0.8480, loss_cls: 1.4145, loss: 1.4145, grad_norm: 6.5874 2021-07-14 10:06:34,130 - mmaction - INFO - Epoch [240][440/1879] lr: 1.084e-03, eta: 7:37:13, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.6750, top5_acc: 0.8508, loss_cls: 1.3589, loss: 1.3589, grad_norm: 6.3611 2021-07-14 10:06:50,955 - mmaction - INFO - Epoch [240][460/1879] lr: 1.084e-03, eta: 7:36:55, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8500, loss_cls: 1.3548, loss: 1.3548, grad_norm: 6.5266 2021-07-14 10:07:07,932 - mmaction - INFO - Epoch [240][480/1879] lr: 1.084e-03, eta: 7:36:38, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8551, loss_cls: 1.3669, loss: 1.3669, grad_norm: 6.3358 2021-07-14 10:07:25,024 - mmaction - INFO - Epoch [240][500/1879] lr: 1.084e-03, eta: 7:36:20, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8594, loss_cls: 1.3324, loss: 1.3324, grad_norm: 6.3383 2021-07-14 10:07:42,144 - mmaction - INFO - Epoch [240][520/1879] lr: 1.084e-03, eta: 7:36:03, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.6738, top5_acc: 0.8477, loss_cls: 1.3919, loss: 1.3919, grad_norm: 6.3147 2021-07-14 10:07:59,050 - mmaction - INFO - Epoch [240][540/1879] lr: 1.084e-03, eta: 7:35:45, time: 0.845, data_time: 0.007, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8523, loss_cls: 1.3703, loss: 1.3703, grad_norm: 6.5139 2021-07-14 10:08:15,871 - mmaction - INFO - Epoch [240][560/1879] lr: 1.084e-03, eta: 7:35:28, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8520, loss_cls: 1.3589, loss: 1.3589, grad_norm: 6.3760 2021-07-14 10:08:32,782 - mmaction - INFO - Epoch [240][580/1879] lr: 1.084e-03, eta: 7:35:10, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6703, top5_acc: 0.8457, loss_cls: 1.3907, loss: 1.3907, grad_norm: 6.4519 2021-07-14 10:08:49,923 - mmaction - INFO - Epoch [240][600/1879] lr: 1.084e-03, eta: 7:34:53, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.6809, top5_acc: 0.8621, loss_cls: 1.3265, loss: 1.3265, grad_norm: 6.4320 2021-07-14 10:09:06,974 - mmaction - INFO - Epoch [240][620/1879] lr: 1.084e-03, eta: 7:34:35, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6742, top5_acc: 0.8547, loss_cls: 1.3241, loss: 1.3241, grad_norm: 6.3218 2021-07-14 10:09:23,812 - mmaction - INFO - Epoch [240][640/1879] lr: 1.084e-03, eta: 7:34:18, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8547, loss_cls: 1.3599, loss: 1.3599, grad_norm: 6.3455 2021-07-14 10:09:40,938 - mmaction - INFO - Epoch [240][660/1879] lr: 1.084e-03, eta: 7:34:00, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8605, loss_cls: 1.3144, loss: 1.3144, grad_norm: 6.3038 2021-07-14 10:09:57,908 - mmaction - INFO - Epoch [240][680/1879] lr: 1.084e-03, eta: 7:33:43, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8480, loss_cls: 1.3743, loss: 1.3743, grad_norm: 6.5039 2021-07-14 10:10:14,901 - mmaction - INFO - Epoch [240][700/1879] lr: 1.084e-03, eta: 7:33:25, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6613, top5_acc: 0.8422, loss_cls: 1.4339, loss: 1.4339, grad_norm: 6.5325 2021-07-14 10:10:31,940 - mmaction - INFO - Epoch [240][720/1879] lr: 1.084e-03, eta: 7:33:08, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8316, loss_cls: 1.4286, loss: 1.4286, grad_norm: 6.4583 2021-07-14 10:10:49,056 - mmaction - INFO - Epoch [240][740/1879] lr: 1.084e-03, eta: 7:32:50, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8609, loss_cls: 1.3368, loss: 1.3368, grad_norm: 6.4234 2021-07-14 10:11:05,962 - mmaction - INFO - Epoch [240][760/1879] lr: 1.084e-03, eta: 7:32:33, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6723, top5_acc: 0.8562, loss_cls: 1.3773, loss: 1.3773, grad_norm: 6.4772 2021-07-14 10:11:22,905 - mmaction - INFO - Epoch [240][780/1879] lr: 1.084e-03, eta: 7:32:15, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8551, loss_cls: 1.3626, loss: 1.3626, grad_norm: 6.3437 2021-07-14 10:11:39,882 - mmaction - INFO - Epoch [240][800/1879] lr: 1.084e-03, eta: 7:31:58, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6703, top5_acc: 0.8496, loss_cls: 1.3884, loss: 1.3884, grad_norm: 6.5341 2021-07-14 10:11:56,622 - mmaction - INFO - Epoch [240][820/1879] lr: 1.084e-03, eta: 7:31:40, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.6676, top5_acc: 0.8398, loss_cls: 1.4358, loss: 1.4358, grad_norm: 6.4408 2021-07-14 10:12:13,855 - mmaction - INFO - Epoch [240][840/1879] lr: 1.084e-03, eta: 7:31:23, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8516, loss_cls: 1.3249, loss: 1.3249, grad_norm: 6.2289 2021-07-14 10:12:30,854 - mmaction - INFO - Epoch [240][860/1879] lr: 1.084e-03, eta: 7:31:05, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6684, top5_acc: 0.8543, loss_cls: 1.3576, loss: 1.3576, grad_norm: 6.3882 2021-07-14 10:12:47,838 - mmaction - INFO - Epoch [240][880/1879] lr: 1.084e-03, eta: 7:30:48, time: 0.850, data_time: 0.007, memory: 6454, top1_acc: 0.6676, top5_acc: 0.8531, loss_cls: 1.3809, loss: 1.3809, grad_norm: 6.4950 2021-07-14 10:13:04,815 - mmaction - INFO - Epoch [240][900/1879] lr: 1.084e-03, eta: 7:30:30, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6789, top5_acc: 0.8594, loss_cls: 1.3097, loss: 1.3097, grad_norm: 6.4438 2021-07-14 10:13:22,158 - mmaction - INFO - Epoch [240][920/1879] lr: 1.084e-03, eta: 7:30:13, time: 0.867, data_time: 0.006, memory: 6454, top1_acc: 0.6668, top5_acc: 0.8445, loss_cls: 1.3709, loss: 1.3709, grad_norm: 6.4572 2021-07-14 10:13:38,944 - mmaction - INFO - Epoch [240][940/1879] lr: 1.084e-03, eta: 7:29:55, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.6844, top5_acc: 0.8562, loss_cls: 1.3366, loss: 1.3366, grad_norm: 6.3197 2021-07-14 10:13:55,693 - mmaction - INFO - Epoch [240][960/1879] lr: 1.084e-03, eta: 7:29:38, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8504, loss_cls: 1.3482, loss: 1.3482, grad_norm: 6.2450 2021-07-14 10:14:12,748 - mmaction - INFO - Epoch [240][980/1879] lr: 1.084e-03, eta: 7:29:20, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8434, loss_cls: 1.4114, loss: 1.4114, grad_norm: 6.4894 2021-07-14 10:14:29,925 - mmaction - INFO - Epoch [240][1000/1879] lr: 1.084e-03, eta: 7:29:03, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6727, top5_acc: 0.8586, loss_cls: 1.3393, loss: 1.3393, grad_norm: 6.4121 2021-07-14 10:14:46,971 - mmaction - INFO - Epoch [240][1020/1879] lr: 1.084e-03, eta: 7:28:46, time: 0.856, data_time: 0.008, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8562, loss_cls: 1.3199, loss: 1.3199, grad_norm: 6.3900 2021-07-14 10:15:04,041 - mmaction - INFO - Epoch [240][1040/1879] lr: 1.084e-03, eta: 7:28:28, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.6641, top5_acc: 0.8469, loss_cls: 1.4065, loss: 1.4065, grad_norm: 6.4062 2021-07-14 10:15:20,976 - mmaction - INFO - Epoch [240][1060/1879] lr: 1.084e-03, eta: 7:28:11, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8484, loss_cls: 1.3425, loss: 1.3425, grad_norm: 6.4247 2021-07-14 10:15:38,074 - mmaction - INFO - Epoch [240][1080/1879] lr: 1.084e-03, eta: 7:27:53, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8484, loss_cls: 1.3937, loss: 1.3937, grad_norm: 6.4483 2021-07-14 10:15:55,142 - mmaction - INFO - Epoch [240][1100/1879] lr: 1.084e-03, eta: 7:27:36, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8383, loss_cls: 1.4353, loss: 1.4353, grad_norm: 6.3613 2021-07-14 10:16:11,942 - mmaction - INFO - Epoch [240][1120/1879] lr: 1.084e-03, eta: 7:27:18, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6703, top5_acc: 0.8527, loss_cls: 1.3771, loss: 1.3771, grad_norm: 6.5135 2021-07-14 10:16:28,824 - mmaction - INFO - Epoch [240][1140/1879] lr: 1.084e-03, eta: 7:27:01, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6676, top5_acc: 0.8480, loss_cls: 1.3856, loss: 1.3856, grad_norm: 6.4668 2021-07-14 10:16:45,804 - mmaction - INFO - Epoch [240][1160/1879] lr: 1.084e-03, eta: 7:26:43, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6625, top5_acc: 0.8469, loss_cls: 1.4188, loss: 1.4188, grad_norm: 6.6148 2021-07-14 10:17:02,589 - mmaction - INFO - Epoch [240][1180/1879] lr: 1.084e-03, eta: 7:26:26, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.6652, top5_acc: 0.8484, loss_cls: 1.3911, loss: 1.3911, grad_norm: 6.4920 2021-07-14 10:17:19,700 - mmaction - INFO - Epoch [240][1200/1879] lr: 1.084e-03, eta: 7:26:08, time: 0.858, data_time: 0.008, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8469, loss_cls: 1.3567, loss: 1.3567, grad_norm: 6.4244 2021-07-14 10:17:36,744 - mmaction - INFO - Epoch [240][1220/1879] lr: 1.084e-03, eta: 7:25:51, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8543, loss_cls: 1.3243, loss: 1.3243, grad_norm: 6.5100 2021-07-14 10:17:53,834 - mmaction - INFO - Epoch [240][1240/1879] lr: 1.084e-03, eta: 7:25:33, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8523, loss_cls: 1.3754, loss: 1.3754, grad_norm: 6.4106 2021-07-14 10:18:10,910 - mmaction - INFO - Epoch [240][1260/1879] lr: 1.084e-03, eta: 7:25:16, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8539, loss_cls: 1.3309, loss: 1.3309, grad_norm: 6.2927 2021-07-14 10:18:27,728 - mmaction - INFO - Epoch [240][1280/1879] lr: 1.084e-03, eta: 7:24:58, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.6742, top5_acc: 0.8508, loss_cls: 1.3363, loss: 1.3363, grad_norm: 6.3374 2021-07-14 10:18:44,917 - mmaction - INFO - Epoch [240][1300/1879] lr: 1.084e-03, eta: 7:24:41, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.6676, top5_acc: 0.8422, loss_cls: 1.4230, loss: 1.4230, grad_norm: 6.5388 2021-07-14 10:19:01,839 - mmaction - INFO - Epoch [240][1320/1879] lr: 1.084e-03, eta: 7:24:23, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8617, loss_cls: 1.3486, loss: 1.3486, grad_norm: 6.4712 2021-07-14 10:19:18,680 - mmaction - INFO - Epoch [240][1340/1879] lr: 1.084e-03, eta: 7:24:06, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6605, top5_acc: 0.8328, loss_cls: 1.4624, loss: 1.4624, grad_norm: 6.4545 2021-07-14 10:19:35,633 - mmaction - INFO - Epoch [240][1360/1879] lr: 1.084e-03, eta: 7:23:48, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8555, loss_cls: 1.3600, loss: 1.3600, grad_norm: 6.3762 2021-07-14 10:19:52,421 - mmaction - INFO - Epoch [240][1380/1879] lr: 1.084e-03, eta: 7:23:31, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.6699, top5_acc: 0.8375, loss_cls: 1.4318, loss: 1.4318, grad_norm: 6.3929 2021-07-14 10:20:09,460 - mmaction - INFO - Epoch [240][1400/1879] lr: 1.084e-03, eta: 7:23:13, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8512, loss_cls: 1.3521, loss: 1.3521, grad_norm: 6.3879 2021-07-14 10:20:26,591 - mmaction - INFO - Epoch [240][1420/1879] lr: 1.084e-03, eta: 7:22:56, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.6687, top5_acc: 0.8332, loss_cls: 1.4045, loss: 1.4045, grad_norm: 6.3866 2021-07-14 10:20:43,753 - mmaction - INFO - Epoch [240][1440/1879] lr: 1.084e-03, eta: 7:22:38, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6738, top5_acc: 0.8480, loss_cls: 1.3801, loss: 1.3801, grad_norm: 6.4095 2021-07-14 10:21:00,810 - mmaction - INFO - Epoch [240][1460/1879] lr: 1.084e-03, eta: 7:22:21, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6668, top5_acc: 0.8547, loss_cls: 1.3669, loss: 1.3669, grad_norm: 6.4066 2021-07-14 10:21:18,094 - mmaction - INFO - Epoch [240][1480/1879] lr: 1.084e-03, eta: 7:22:04, time: 0.865, data_time: 0.004, memory: 6454, top1_acc: 0.6727, top5_acc: 0.8430, loss_cls: 1.3948, loss: 1.3948, grad_norm: 6.4498 2021-07-14 10:21:35,175 - mmaction - INFO - Epoch [240][1500/1879] lr: 1.084e-03, eta: 7:21:46, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8418, loss_cls: 1.4159, loss: 1.4159, grad_norm: 6.5472 2021-07-14 10:21:52,112 - mmaction - INFO - Epoch [240][1520/1879] lr: 1.084e-03, eta: 7:21:29, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8527, loss_cls: 1.3835, loss: 1.3835, grad_norm: 6.5640 2021-07-14 10:22:09,253 - mmaction - INFO - Epoch [240][1540/1879] lr: 1.084e-03, eta: 7:21:11, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6648, top5_acc: 0.8508, loss_cls: 1.3810, loss: 1.3810, grad_norm: 6.5636 2021-07-14 10:22:26,154 - mmaction - INFO - Epoch [240][1560/1879] lr: 1.084e-03, eta: 7:20:54, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8551, loss_cls: 1.3699, loss: 1.3699, grad_norm: 6.5864 2021-07-14 10:22:43,118 - mmaction - INFO - Epoch [240][1580/1879] lr: 1.084e-03, eta: 7:20:36, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8441, loss_cls: 1.4312, loss: 1.4312, grad_norm: 6.5619 2021-07-14 10:23:00,292 - mmaction - INFO - Epoch [240][1600/1879] lr: 1.084e-03, eta: 7:20:19, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3065, loss: 1.3065, grad_norm: 6.5077 2021-07-14 10:23:17,095 - mmaction - INFO - Epoch [240][1620/1879] lr: 1.084e-03, eta: 7:20:01, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6590, top5_acc: 0.8426, loss_cls: 1.4568, loss: 1.4568, grad_norm: 6.6929 2021-07-14 10:23:34,185 - mmaction - INFO - Epoch [240][1640/1879] lr: 1.084e-03, eta: 7:19:44, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8422, loss_cls: 1.4143, loss: 1.4143, grad_norm: 6.3988 2021-07-14 10:23:51,186 - mmaction - INFO - Epoch [240][1660/1879] lr: 1.084e-03, eta: 7:19:26, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3210, loss: 1.3210, grad_norm: 6.3365 2021-07-14 10:24:08,083 - mmaction - INFO - Epoch [240][1680/1879] lr: 1.084e-03, eta: 7:19:09, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8500, loss_cls: 1.3817, loss: 1.3817, grad_norm: 6.4672 2021-07-14 10:24:24,969 - mmaction - INFO - Epoch [240][1700/1879] lr: 1.084e-03, eta: 7:18:51, time: 0.843, data_time: 0.008, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8574, loss_cls: 1.3261, loss: 1.3261, grad_norm: 6.3569 2021-07-14 10:24:41,726 - mmaction - INFO - Epoch [240][1720/1879] lr: 1.084e-03, eta: 7:18:34, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.6781, top5_acc: 0.8492, loss_cls: 1.3600, loss: 1.3600, grad_norm: 6.4418 2021-07-14 10:24:58,542 - mmaction - INFO - Epoch [240][1740/1879] lr: 1.084e-03, eta: 7:18:16, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8516, loss_cls: 1.3676, loss: 1.3676, grad_norm: 6.5684 2021-07-14 10:25:15,526 - mmaction - INFO - Epoch [240][1760/1879] lr: 1.084e-03, eta: 7:17:59, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8449, loss_cls: 1.3788, loss: 1.3788, grad_norm: 6.3565 2021-07-14 10:25:32,475 - mmaction - INFO - Epoch [240][1780/1879] lr: 1.084e-03, eta: 7:17:41, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6727, top5_acc: 0.8422, loss_cls: 1.4101, loss: 1.4101, grad_norm: 6.5542 2021-07-14 10:25:49,549 - mmaction - INFO - Epoch [240][1800/1879] lr: 1.084e-03, eta: 7:17:24, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6484, top5_acc: 0.8324, loss_cls: 1.4554, loss: 1.4554, grad_norm: 6.4992 2021-07-14 10:26:06,728 - mmaction - INFO - Epoch [240][1820/1879] lr: 1.084e-03, eta: 7:17:06, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6715, top5_acc: 0.8500, loss_cls: 1.3861, loss: 1.3861, grad_norm: 6.5771 2021-07-14 10:26:23,610 - mmaction - INFO - Epoch [240][1840/1879] lr: 1.084e-03, eta: 7:16:49, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8434, loss_cls: 1.4200, loss: 1.4200, grad_norm: 6.5271 2021-07-14 10:26:40,595 - mmaction - INFO - Epoch [240][1860/1879] lr: 1.084e-03, eta: 7:16:31, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6566, top5_acc: 0.8504, loss_cls: 1.4211, loss: 1.4211, grad_norm: 6.5668 2021-07-14 10:29:21,129 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-14 10:29:21,891 - mmaction - INFO - top1_acc 0.6848 top5_acc 0.8756 2021-07-14 10:29:21,891 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-14 10:29:21,973 - mmaction - INFO - mean_acc 0.6847 2021-07-14 10:29:22,723 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_240.pth. 2021-07-14 10:29:22,723 - mmaction - INFO - Best top1_acc is 0.6848 at 240 epoch. 2021-07-14 10:29:22,730 - mmaction - INFO - Saving checkpoint at 240 epochs 2021-07-14 10:29:23,280 - mmaction - INFO - Epoch(val) [240][155] top1_acc: 0.6848, top5_acc: 0.8756, mean_class_accuracy: 0.6847 2021-07-14 10:30:34,254 - mmaction - INFO - Epoch [241][20/1879] lr: 9.607e-04, eta: 7:16:03, time: 3.548, data_time: 2.688, memory: 6454, top1_acc: 0.6602, top5_acc: 0.8445, loss_cls: 1.4133, loss: 1.4133, grad_norm: 6.5533 2021-07-14 10:30:50,546 - mmaction - INFO - Epoch [241][40/1879] lr: 9.607e-04, eta: 7:15:46, time: 0.813, data_time: 0.005, memory: 6454, top1_acc: 0.6742, top5_acc: 0.8605, loss_cls: 1.3662, loss: 1.3662, grad_norm: 6.5601 2021-07-14 10:31:07,200 - mmaction - INFO - Epoch [241][60/1879] lr: 9.607e-04, eta: 7:15:28, time: 0.833, data_time: 0.006, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8414, loss_cls: 1.4242, loss: 1.4242, grad_norm: 6.6752 2021-07-14 10:31:24,228 - mmaction - INFO - Epoch [241][80/1879] lr: 9.607e-04, eta: 7:15:10, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8602, loss_cls: 1.3443, loss: 1.3443, grad_norm: 6.5050 2021-07-14 10:31:41,034 - mmaction - INFO - Epoch [241][100/1879] lr: 9.607e-04, eta: 7:14:53, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6852, top5_acc: 0.8609, loss_cls: 1.2886, loss: 1.2886, grad_norm: 6.3065 2021-07-14 10:31:57,859 - mmaction - INFO - Epoch [241][120/1879] lr: 9.607e-04, eta: 7:14:35, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8469, loss_cls: 1.3872, loss: 1.3872, grad_norm: 6.5739 2021-07-14 10:32:14,752 - mmaction - INFO - Epoch [241][140/1879] lr: 9.607e-04, eta: 7:14:18, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6633, top5_acc: 0.8453, loss_cls: 1.3882, loss: 1.3882, grad_norm: 6.5105 2021-07-14 10:32:31,593 - mmaction - INFO - Epoch [241][160/1879] lr: 9.607e-04, eta: 7:14:00, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6664, top5_acc: 0.8461, loss_cls: 1.4068, loss: 1.4068, grad_norm: 6.6702 2021-07-14 10:32:48,665 - mmaction - INFO - Epoch [241][180/1879] lr: 9.607e-04, eta: 7:13:43, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6594, top5_acc: 0.8457, loss_cls: 1.4361, loss: 1.4361, grad_norm: 6.6386 2021-07-14 10:33:05,617 - mmaction - INFO - Epoch [241][200/1879] lr: 9.607e-04, eta: 7:13:26, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6785, top5_acc: 0.8543, loss_cls: 1.3645, loss: 1.3645, grad_norm: 6.5028 2021-07-14 10:33:22,359 - mmaction - INFO - Epoch [241][220/1879] lr: 9.607e-04, eta: 7:13:08, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8508, loss_cls: 1.3555, loss: 1.3555, grad_norm: 6.5927 2021-07-14 10:33:39,339 - mmaction - INFO - Epoch [241][240/1879] lr: 9.607e-04, eta: 7:12:51, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8531, loss_cls: 1.3367, loss: 1.3367, grad_norm: 6.4769 2021-07-14 10:33:56,342 - mmaction - INFO - Epoch [241][260/1879] lr: 9.607e-04, eta: 7:12:33, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8449, loss_cls: 1.3674, loss: 1.3674, grad_norm: 6.4131 2021-07-14 10:34:13,632 - mmaction - INFO - Epoch [241][280/1879] lr: 9.607e-04, eta: 7:12:16, time: 0.866, data_time: 0.005, memory: 6454, top1_acc: 0.6633, top5_acc: 0.8410, loss_cls: 1.4119, loss: 1.4119, grad_norm: 6.5559 2021-07-14 10:34:30,576 - mmaction - INFO - Epoch [241][300/1879] lr: 9.607e-04, eta: 7:11:58, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6926, top5_acc: 0.8617, loss_cls: 1.2897, loss: 1.2897, grad_norm: 6.2951 2021-07-14 10:34:47,423 - mmaction - INFO - Epoch [241][320/1879] lr: 9.607e-04, eta: 7:11:41, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8531, loss_cls: 1.4015, loss: 1.4015, grad_norm: 6.6405 2021-07-14 10:35:04,416 - mmaction - INFO - Epoch [241][340/1879] lr: 9.607e-04, eta: 7:11:23, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6672, top5_acc: 0.8512, loss_cls: 1.4052, loss: 1.4052, grad_norm: 6.6336 2021-07-14 10:35:21,294 - mmaction - INFO - Epoch [241][360/1879] lr: 9.607e-04, eta: 7:11:06, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6664, top5_acc: 0.8566, loss_cls: 1.3711, loss: 1.3711, grad_norm: 6.6116 2021-07-14 10:35:38,199 - mmaction - INFO - Epoch [241][380/1879] lr: 9.607e-04, eta: 7:10:48, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6676, top5_acc: 0.8547, loss_cls: 1.3792, loss: 1.3792, grad_norm: 6.5800 2021-07-14 10:35:55,290 - mmaction - INFO - Epoch [241][400/1879] lr: 9.607e-04, eta: 7:10:31, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6852, top5_acc: 0.8598, loss_cls: 1.3076, loss: 1.3076, grad_norm: 6.3109 2021-07-14 10:36:12,244 - mmaction - INFO - Epoch [241][420/1879] lr: 9.607e-04, eta: 7:10:13, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6574, top5_acc: 0.8418, loss_cls: 1.4456, loss: 1.4456, grad_norm: 6.6065 2021-07-14 10:36:29,187 - mmaction - INFO - Epoch [241][440/1879] lr: 9.607e-04, eta: 7:09:56, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6609, top5_acc: 0.8395, loss_cls: 1.4248, loss: 1.4248, grad_norm: 6.5677 2021-07-14 10:36:46,168 - mmaction - INFO - Epoch [241][460/1879] lr: 9.607e-04, eta: 7:09:38, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8562, loss_cls: 1.3493, loss: 1.3493, grad_norm: 6.4646 2021-07-14 10:37:03,131 - mmaction - INFO - Epoch [241][480/1879] lr: 9.607e-04, eta: 7:09:21, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8543, loss_cls: 1.4034, loss: 1.4034, grad_norm: 6.5312 2021-07-14 10:37:20,025 - mmaction - INFO - Epoch [241][500/1879] lr: 9.607e-04, eta: 7:09:03, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6652, top5_acc: 0.8484, loss_cls: 1.3705, loss: 1.3705, grad_norm: 6.6065 2021-07-14 10:37:37,046 - mmaction - INFO - Epoch [241][520/1879] lr: 9.607e-04, eta: 7:08:46, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6715, top5_acc: 0.8465, loss_cls: 1.3868, loss: 1.3868, grad_norm: 6.6522 2021-07-14 10:37:54,087 - mmaction - INFO - Epoch [241][540/1879] lr: 9.607e-04, eta: 7:08:28, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8594, loss_cls: 1.3117, loss: 1.3117, grad_norm: 6.2900 2021-07-14 10:38:10,972 - mmaction - INFO - Epoch [241][560/1879] lr: 9.607e-04, eta: 7:08:11, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.3342, loss: 1.3342, grad_norm: 6.2821 2021-07-14 10:38:27,912 - mmaction - INFO - Epoch [241][580/1879] lr: 9.607e-04, eta: 7:07:53, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8559, loss_cls: 1.3833, loss: 1.3833, grad_norm: 6.4937 2021-07-14 10:38:44,900 - mmaction - INFO - Epoch [241][600/1879] lr: 9.607e-04, eta: 7:07:36, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6742, top5_acc: 0.8477, loss_cls: 1.4104, loss: 1.4104, grad_norm: 6.5304 2021-07-14 10:39:02,012 - mmaction - INFO - Epoch [241][620/1879] lr: 9.607e-04, eta: 7:07:18, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8547, loss_cls: 1.3706, loss: 1.3706, grad_norm: 6.5913 2021-07-14 10:39:19,021 - mmaction - INFO - Epoch [241][640/1879] lr: 9.607e-04, eta: 7:07:01, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8570, loss_cls: 1.3276, loss: 1.3276, grad_norm: 6.2863 2021-07-14 10:39:36,106 - mmaction - INFO - Epoch [241][660/1879] lr: 9.607e-04, eta: 7:06:43, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.6789, top5_acc: 0.8488, loss_cls: 1.3565, loss: 1.3565, grad_norm: 6.2361 2021-07-14 10:39:52,976 - mmaction - INFO - Epoch [241][680/1879] lr: 9.607e-04, eta: 7:06:26, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8551, loss_cls: 1.3351, loss: 1.3351, grad_norm: 6.4402 2021-07-14 10:40:09,972 - mmaction - INFO - Epoch [241][700/1879] lr: 9.607e-04, eta: 7:06:08, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8621, loss_cls: 1.3371, loss: 1.3371, grad_norm: 6.2060 2021-07-14 10:40:26,824 - mmaction - INFO - Epoch [241][720/1879] lr: 9.607e-04, eta: 7:05:51, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8602, loss_cls: 1.3180, loss: 1.3180, grad_norm: 6.3598 2021-07-14 10:40:43,902 - mmaction - INFO - Epoch [241][740/1879] lr: 9.607e-04, eta: 7:05:33, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6551, top5_acc: 0.8445, loss_cls: 1.4369, loss: 1.4369, grad_norm: 6.5122 2021-07-14 10:41:00,945 - mmaction - INFO - Epoch [241][760/1879] lr: 9.607e-04, eta: 7:05:16, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8555, loss_cls: 1.3493, loss: 1.3493, grad_norm: 6.4363 2021-07-14 10:41:17,861 - mmaction - INFO - Epoch [241][780/1879] lr: 9.607e-04, eta: 7:04:59, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6656, top5_acc: 0.8508, loss_cls: 1.3990, loss: 1.3990, grad_norm: 6.5496 2021-07-14 10:41:34,745 - mmaction - INFO - Epoch [241][800/1879] lr: 9.607e-04, eta: 7:04:41, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8504, loss_cls: 1.3940, loss: 1.3940, grad_norm: 6.6409 2021-07-14 10:41:51,691 - mmaction - INFO - Epoch [241][820/1879] lr: 9.607e-04, eta: 7:04:24, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6809, top5_acc: 0.8523, loss_cls: 1.3669, loss: 1.3669, grad_norm: 6.3786 2021-07-14 10:42:08,533 - mmaction - INFO - Epoch [241][840/1879] lr: 9.607e-04, eta: 7:04:06, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6785, top5_acc: 0.8590, loss_cls: 1.3632, loss: 1.3632, grad_norm: 6.5758 2021-07-14 10:42:25,184 - mmaction - INFO - Epoch [241][860/1879] lr: 9.607e-04, eta: 7:03:49, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8602, loss_cls: 1.2874, loss: 1.2874, grad_norm: 6.3290 2021-07-14 10:42:42,282 - mmaction - INFO - Epoch [241][880/1879] lr: 9.607e-04, eta: 7:03:31, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8547, loss_cls: 1.3531, loss: 1.3531, grad_norm: 6.4163 2021-07-14 10:42:59,227 - mmaction - INFO - Epoch [241][900/1879] lr: 9.607e-04, eta: 7:03:14, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6758, top5_acc: 0.8449, loss_cls: 1.3882, loss: 1.3882, grad_norm: 6.4868 2021-07-14 10:43:16,122 - mmaction - INFO - Epoch [241][920/1879] lr: 9.607e-04, eta: 7:02:56, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8570, loss_cls: 1.3444, loss: 1.3444, grad_norm: 6.4219 2021-07-14 10:43:33,210 - mmaction - INFO - Epoch [241][940/1879] lr: 9.607e-04, eta: 7:02:39, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8508, loss_cls: 1.3499, loss: 1.3499, grad_norm: 6.4553 2021-07-14 10:43:50,356 - mmaction - INFO - Epoch [241][960/1879] lr: 9.607e-04, eta: 7:02:21, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6805, top5_acc: 0.8594, loss_cls: 1.3482, loss: 1.3482, grad_norm: 6.3195 2021-07-14 10:44:07,438 - mmaction - INFO - Epoch [241][980/1879] lr: 9.607e-04, eta: 7:02:04, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6625, top5_acc: 0.8500, loss_cls: 1.4056, loss: 1.4056, grad_norm: 6.6656 2021-07-14 10:44:24,343 - mmaction - INFO - Epoch [241][1000/1879] lr: 9.607e-04, eta: 7:01:46, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6785, top5_acc: 0.8609, loss_cls: 1.3457, loss: 1.3457, grad_norm: 6.4063 2021-07-14 10:44:41,387 - mmaction - INFO - Epoch [241][1020/1879] lr: 9.607e-04, eta: 7:01:29, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6687, top5_acc: 0.8426, loss_cls: 1.4149, loss: 1.4149, grad_norm: 6.7207 2021-07-14 10:44:58,248 - mmaction - INFO - Epoch [241][1040/1879] lr: 9.607e-04, eta: 7:01:11, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6852, top5_acc: 0.8613, loss_cls: 1.3233, loss: 1.3233, grad_norm: 6.4816 2021-07-14 10:45:15,153 - mmaction - INFO - Epoch [241][1060/1879] lr: 9.607e-04, eta: 7:00:54, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6781, top5_acc: 0.8492, loss_cls: 1.3398, loss: 1.3398, grad_norm: 6.3617 2021-07-14 10:45:32,050 - mmaction - INFO - Epoch [241][1080/1879] lr: 9.607e-04, eta: 7:00:36, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8516, loss_cls: 1.3402, loss: 1.3402, grad_norm: 6.4064 2021-07-14 10:45:49,301 - mmaction - INFO - Epoch [241][1100/1879] lr: 9.607e-04, eta: 7:00:19, time: 0.860, data_time: 0.001, memory: 6454, top1_acc: 0.6949, top5_acc: 0.8652, loss_cls: 1.2749, loss: 1.2749, grad_norm: 6.3924 2021-07-14 10:46:06,353 - mmaction - INFO - Epoch [241][1120/1879] lr: 9.607e-04, eta: 7:00:01, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8598, loss_cls: 1.3497, loss: 1.3497, grad_norm: 6.5681 2021-07-14 10:46:23,111 - mmaction - INFO - Epoch [241][1140/1879] lr: 9.607e-04, eta: 6:59:44, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6719, top5_acc: 0.8477, loss_cls: 1.3829, loss: 1.3829, grad_norm: 6.4653 2021-07-14 10:46:40,170 - mmaction - INFO - Epoch [241][1160/1879] lr: 9.607e-04, eta: 6:59:26, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3542, loss: 1.3542, grad_norm: 6.5035 2021-07-14 10:46:56,983 - mmaction - INFO - Epoch [241][1180/1879] lr: 9.607e-04, eta: 6:59:09, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8441, loss_cls: 1.4070, loss: 1.4070, grad_norm: 6.6860 2021-07-14 10:47:13,902 - mmaction - INFO - Epoch [241][1200/1879] lr: 9.607e-04, eta: 6:58:51, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6684, top5_acc: 0.8566, loss_cls: 1.3705, loss: 1.3705, grad_norm: 6.7318 2021-07-14 10:47:30,867 - mmaction - INFO - Epoch [241][1220/1879] lr: 9.607e-04, eta: 6:58:34, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8500, loss_cls: 1.3941, loss: 1.3941, grad_norm: 6.6865 2021-07-14 10:47:47,692 - mmaction - INFO - Epoch [241][1240/1879] lr: 9.607e-04, eta: 6:58:16, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8711, loss_cls: 1.3016, loss: 1.3016, grad_norm: 6.5663 2021-07-14 10:48:04,941 - mmaction - INFO - Epoch [241][1260/1879] lr: 9.607e-04, eta: 6:57:59, time: 0.861, data_time: 0.003, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8488, loss_cls: 1.4058, loss: 1.4058, grad_norm: 6.5939 2021-07-14 10:48:22,044 - mmaction - INFO - Epoch [241][1280/1879] lr: 9.607e-04, eta: 6:57:42, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8520, loss_cls: 1.3385, loss: 1.3385, grad_norm: 6.4018 2021-07-14 10:48:38,950 - mmaction - INFO - Epoch [241][1300/1879] lr: 9.607e-04, eta: 6:57:24, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3028, loss: 1.3028, grad_norm: 6.5391 2021-07-14 10:48:55,920 - mmaction - INFO - Epoch [241][1320/1879] lr: 9.607e-04, eta: 6:57:07, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6781, top5_acc: 0.8438, loss_cls: 1.3899, loss: 1.3899, grad_norm: 6.5197 2021-07-14 10:49:12,694 - mmaction - INFO - Epoch [241][1340/1879] lr: 9.607e-04, eta: 6:56:49, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6719, top5_acc: 0.8426, loss_cls: 1.3684, loss: 1.3684, grad_norm: 6.5595 2021-07-14 10:49:29,771 - mmaction - INFO - Epoch [241][1360/1879] lr: 9.607e-04, eta: 6:56:32, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8441, loss_cls: 1.4007, loss: 1.4007, grad_norm: 6.6526 2021-07-14 10:49:46,693 - mmaction - INFO - Epoch [241][1380/1879] lr: 9.607e-04, eta: 6:56:14, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8574, loss_cls: 1.3299, loss: 1.3299, grad_norm: 6.4686 2021-07-14 10:50:03,781 - mmaction - INFO - Epoch [241][1400/1879] lr: 9.607e-04, eta: 6:55:57, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8523, loss_cls: 1.3348, loss: 1.3348, grad_norm: 6.6803 2021-07-14 10:50:20,679 - mmaction - INFO - Epoch [241][1420/1879] lr: 9.607e-04, eta: 6:55:39, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6750, top5_acc: 0.8441, loss_cls: 1.4127, loss: 1.4127, grad_norm: 6.4318 2021-07-14 10:50:37,471 - mmaction - INFO - Epoch [241][1440/1879] lr: 9.607e-04, eta: 6:55:22, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.6781, top5_acc: 0.8535, loss_cls: 1.3618, loss: 1.3618, grad_norm: 6.5135 2021-07-14 10:50:54,696 - mmaction - INFO - Epoch [241][1460/1879] lr: 9.607e-04, eta: 6:55:04, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.6852, top5_acc: 0.8586, loss_cls: 1.3426, loss: 1.3426, grad_norm: 6.5603 2021-07-14 10:51:11,893 - mmaction - INFO - Epoch [241][1480/1879] lr: 9.607e-04, eta: 6:54:47, time: 0.862, data_time: 0.006, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8543, loss_cls: 1.3161, loss: 1.3161, grad_norm: 6.4504 2021-07-14 10:51:28,983 - mmaction - INFO - Epoch [241][1500/1879] lr: 9.607e-04, eta: 6:54:29, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8594, loss_cls: 1.3969, loss: 1.3969, grad_norm: 6.6953 2021-07-14 10:51:45,838 - mmaction - INFO - Epoch [241][1520/1879] lr: 9.607e-04, eta: 6:54:12, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8477, loss_cls: 1.3818, loss: 1.3818, grad_norm: 6.5415 2021-07-14 10:52:02,656 - mmaction - INFO - Epoch [241][1540/1879] lr: 9.607e-04, eta: 6:53:54, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8488, loss_cls: 1.4181, loss: 1.4181, grad_norm: 6.6550 2021-07-14 10:52:19,404 - mmaction - INFO - Epoch [241][1560/1879] lr: 9.607e-04, eta: 6:53:37, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.6738, top5_acc: 0.8484, loss_cls: 1.3643, loss: 1.3643, grad_norm: 6.3999 2021-07-14 10:52:36,139 - mmaction - INFO - Epoch [241][1580/1879] lr: 9.607e-04, eta: 6:53:19, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8504, loss_cls: 1.3738, loss: 1.3738, grad_norm: 6.4607 2021-07-14 10:52:53,236 - mmaction - INFO - Epoch [241][1600/1879] lr: 9.607e-04, eta: 6:53:02, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8617, loss_cls: 1.2837, loss: 1.2837, grad_norm: 6.3394 2021-07-14 10:53:10,117 - mmaction - INFO - Epoch [241][1620/1879] lr: 9.607e-04, eta: 6:52:44, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6789, top5_acc: 0.8523, loss_cls: 1.3315, loss: 1.3315, grad_norm: 6.2746 2021-07-14 10:53:27,046 - mmaction - INFO - Epoch [241][1640/1879] lr: 9.607e-04, eta: 6:52:27, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8523, loss_cls: 1.3500, loss: 1.3500, grad_norm: 6.4502 2021-07-14 10:53:43,825 - mmaction - INFO - Epoch [241][1660/1879] lr: 9.607e-04, eta: 6:52:09, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8492, loss_cls: 1.3724, loss: 1.3724, grad_norm: 6.4916 2021-07-14 10:54:00,743 - mmaction - INFO - Epoch [241][1680/1879] lr: 9.607e-04, eta: 6:51:52, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6789, top5_acc: 0.8555, loss_cls: 1.3298, loss: 1.3298, grad_norm: 6.3646 2021-07-14 10:54:17,838 - mmaction - INFO - Epoch [241][1700/1879] lr: 9.607e-04, eta: 6:51:34, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8406, loss_cls: 1.3991, loss: 1.3991, grad_norm: 6.5378 2021-07-14 10:54:34,784 - mmaction - INFO - Epoch [241][1720/1879] lr: 9.607e-04, eta: 6:51:17, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8582, loss_cls: 1.3167, loss: 1.3167, grad_norm: 6.3331 2021-07-14 10:54:51,728 - mmaction - INFO - Epoch [241][1740/1879] lr: 9.607e-04, eta: 6:50:59, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6727, top5_acc: 0.8465, loss_cls: 1.3749, loss: 1.3749, grad_norm: 6.3715 2021-07-14 10:55:08,927 - mmaction - INFO - Epoch [241][1760/1879] lr: 9.607e-04, eta: 6:50:42, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8508, loss_cls: 1.3803, loss: 1.3803, grad_norm: 6.5971 2021-07-14 10:55:25,579 - mmaction - INFO - Epoch [241][1780/1879] lr: 9.607e-04, eta: 6:50:24, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.6699, top5_acc: 0.8504, loss_cls: 1.3732, loss: 1.3732, grad_norm: 6.4311 2021-07-14 10:55:42,749 - mmaction - INFO - Epoch [241][1800/1879] lr: 9.607e-04, eta: 6:50:07, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8543, loss_cls: 1.3660, loss: 1.3660, grad_norm: 6.5489 2021-07-14 10:55:59,888 - mmaction - INFO - Epoch [241][1820/1879] lr: 9.607e-04, eta: 6:49:50, time: 0.860, data_time: 0.007, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8652, loss_cls: 1.3511, loss: 1.3511, grad_norm: 6.5526 2021-07-14 10:56:16,950 - mmaction - INFO - Epoch [241][1840/1879] lr: 9.607e-04, eta: 6:49:32, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8531, loss_cls: 1.3322, loss: 1.3322, grad_norm: 6.3703 2021-07-14 10:56:33,823 - mmaction - INFO - Epoch [241][1860/1879] lr: 9.607e-04, eta: 6:49:15, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6707, top5_acc: 0.8445, loss_cls: 1.3801, loss: 1.3801, grad_norm: 6.5017 2021-07-14 10:57:58,668 - mmaction - INFO - Epoch [242][20/1879] lr: 8.447e-04, eta: 6:48:45, time: 3.221, data_time: 2.408, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8559, loss_cls: 1.3150, loss: 1.3150, grad_norm: 6.3915 2021-07-14 10:58:15,089 - mmaction - INFO - Epoch [242][40/1879] lr: 8.447e-04, eta: 6:48:27, time: 0.819, data_time: 0.005, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8531, loss_cls: 1.3640, loss: 1.3640, grad_norm: 6.5350 2021-07-14 10:58:31,742 - mmaction - INFO - Epoch [242][60/1879] lr: 8.447e-04, eta: 6:48:10, time: 0.834, data_time: 0.007, memory: 6454, top1_acc: 0.6602, top5_acc: 0.8453, loss_cls: 1.4136, loss: 1.4136, grad_norm: 6.6811 2021-07-14 10:58:48,298 - mmaction - INFO - Epoch [242][80/1879] lr: 8.447e-04, eta: 6:47:52, time: 0.828, data_time: 0.002, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3601, loss: 1.3601, grad_norm: 6.4774 2021-07-14 10:59:04,832 - mmaction - INFO - Epoch [242][100/1879] lr: 8.447e-04, eta: 6:47:35, time: 0.827, data_time: 0.002, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8496, loss_cls: 1.4062, loss: 1.4062, grad_norm: 6.5418 2021-07-14 10:59:21,602 - mmaction - INFO - Epoch [242][120/1879] lr: 8.447e-04, eta: 6:47:17, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.6750, top5_acc: 0.8430, loss_cls: 1.3892, loss: 1.3892, grad_norm: 6.4182 2021-07-14 10:59:38,365 - mmaction - INFO - Epoch [242][140/1879] lr: 8.447e-04, eta: 6:47:00, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.6687, top5_acc: 0.8414, loss_cls: 1.4157, loss: 1.4157, grad_norm: 6.5351 2021-07-14 10:59:55,040 - mmaction - INFO - Epoch [242][160/1879] lr: 8.447e-04, eta: 6:46:42, time: 0.831, data_time: 0.001, memory: 6454, top1_acc: 0.6937, top5_acc: 0.8609, loss_cls: 1.3188, loss: 1.3188, grad_norm: 6.3666 2021-07-14 11:00:11,746 - mmaction - INFO - Epoch [242][180/1879] lr: 8.447e-04, eta: 6:46:25, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8543, loss_cls: 1.3463, loss: 1.3463, grad_norm: 6.2982 2021-07-14 11:00:28,835 - mmaction - INFO - Epoch [242][200/1879] lr: 8.447e-04, eta: 6:46:07, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8523, loss_cls: 1.3680, loss: 1.3680, grad_norm: 6.5109 2021-07-14 11:00:45,799 - mmaction - INFO - Epoch [242][220/1879] lr: 8.447e-04, eta: 6:45:50, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8539, loss_cls: 1.3628, loss: 1.3628, grad_norm: 6.5590 2021-07-14 11:01:02,681 - mmaction - INFO - Epoch [242][240/1879] lr: 8.447e-04, eta: 6:45:32, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8555, loss_cls: 1.3718, loss: 1.3718, grad_norm: 6.6975 2021-07-14 11:01:19,671 - mmaction - INFO - Epoch [242][260/1879] lr: 8.447e-04, eta: 6:45:15, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6758, top5_acc: 0.8602, loss_cls: 1.3552, loss: 1.3552, grad_norm: 6.4507 2021-07-14 11:01:36,520 - mmaction - INFO - Epoch [242][280/1879] lr: 8.447e-04, eta: 6:44:57, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8551, loss_cls: 1.3224, loss: 1.3224, grad_norm: 6.2930 2021-07-14 11:01:53,582 - mmaction - INFO - Epoch [242][300/1879] lr: 8.447e-04, eta: 6:44:40, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6699, top5_acc: 0.8473, loss_cls: 1.3790, loss: 1.3790, grad_norm: 6.4340 2021-07-14 11:02:10,460 - mmaction - INFO - Epoch [242][320/1879] lr: 8.447e-04, eta: 6:44:22, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6605, top5_acc: 0.8422, loss_cls: 1.4393, loss: 1.4393, grad_norm: 6.5212 2021-07-14 11:02:27,394 - mmaction - INFO - Epoch [242][340/1879] lr: 8.447e-04, eta: 6:44:05, time: 0.847, data_time: 0.007, memory: 6454, top1_acc: 0.6844, top5_acc: 0.8551, loss_cls: 1.3245, loss: 1.3245, grad_norm: 6.4838 2021-07-14 11:02:44,143 - mmaction - INFO - Epoch [242][360/1879] lr: 8.447e-04, eta: 6:43:47, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8547, loss_cls: 1.3584, loss: 1.3584, grad_norm: 6.5201 2021-07-14 11:03:01,119 - mmaction - INFO - Epoch [242][380/1879] lr: 8.447e-04, eta: 6:43:30, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8484, loss_cls: 1.3458, loss: 1.3458, grad_norm: 6.6382 2021-07-14 11:03:18,148 - mmaction - INFO - Epoch [242][400/1879] lr: 8.447e-04, eta: 6:43:13, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6926, top5_acc: 0.8645, loss_cls: 1.3301, loss: 1.3301, grad_norm: 6.4373 2021-07-14 11:03:35,170 - mmaction - INFO - Epoch [242][420/1879] lr: 8.447e-04, eta: 6:42:55, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8535, loss_cls: 1.3291, loss: 1.3291, grad_norm: 6.4700 2021-07-14 11:03:52,133 - mmaction - INFO - Epoch [242][440/1879] lr: 8.447e-04, eta: 6:42:38, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8543, loss_cls: 1.3496, loss: 1.3496, grad_norm: 6.4445 2021-07-14 11:04:09,022 - mmaction - INFO - Epoch [242][460/1879] lr: 8.447e-04, eta: 6:42:20, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6785, top5_acc: 0.8547, loss_cls: 1.3717, loss: 1.3717, grad_norm: 6.4776 2021-07-14 11:04:26,179 - mmaction - INFO - Epoch [242][480/1879] lr: 8.447e-04, eta: 6:42:03, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8547, loss_cls: 1.3523, loss: 1.3523, grad_norm: 6.4952 2021-07-14 11:04:43,195 - mmaction - INFO - Epoch [242][500/1879] lr: 8.447e-04, eta: 6:41:45, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8527, loss_cls: 1.3573, loss: 1.3573, grad_norm: 6.5125 2021-07-14 11:05:00,350 - mmaction - INFO - Epoch [242][520/1879] lr: 8.447e-04, eta: 6:41:28, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8434, loss_cls: 1.4022, loss: 1.4022, grad_norm: 6.6394 2021-07-14 11:05:17,464 - mmaction - INFO - Epoch [242][540/1879] lr: 8.447e-04, eta: 6:41:10, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.6785, top5_acc: 0.8477, loss_cls: 1.3732, loss: 1.3732, grad_norm: 6.5931 2021-07-14 11:05:34,450 - mmaction - INFO - Epoch [242][560/1879] lr: 8.447e-04, eta: 6:40:53, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6723, top5_acc: 0.8547, loss_cls: 1.3672, loss: 1.3672, grad_norm: 6.4902 2021-07-14 11:05:51,540 - mmaction - INFO - Epoch [242][580/1879] lr: 8.447e-04, eta: 6:40:35, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6699, top5_acc: 0.8438, loss_cls: 1.4159, loss: 1.4159, grad_norm: 6.6159 2021-07-14 11:06:08,356 - mmaction - INFO - Epoch [242][600/1879] lr: 8.447e-04, eta: 6:40:18, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.6742, top5_acc: 0.8410, loss_cls: 1.3993, loss: 1.3993, grad_norm: 6.4518 2021-07-14 11:06:25,308 - mmaction - INFO - Epoch [242][620/1879] lr: 8.447e-04, eta: 6:40:00, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8562, loss_cls: 1.3615, loss: 1.3615, grad_norm: 6.4599 2021-07-14 11:06:42,141 - mmaction - INFO - Epoch [242][640/1879] lr: 8.447e-04, eta: 6:39:43, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.7035, top5_acc: 0.8680, loss_cls: 1.2697, loss: 1.2697, grad_norm: 6.3166 2021-07-14 11:06:59,127 - mmaction - INFO - Epoch [242][660/1879] lr: 8.447e-04, eta: 6:39:25, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6992, top5_acc: 0.8551, loss_cls: 1.2982, loss: 1.2982, grad_norm: 6.2914 2021-07-14 11:07:15,943 - mmaction - INFO - Epoch [242][680/1879] lr: 8.447e-04, eta: 6:39:08, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8637, loss_cls: 1.3061, loss: 1.3061, grad_norm: 6.4205 2021-07-14 11:07:32,890 - mmaction - INFO - Epoch [242][700/1879] lr: 8.447e-04, eta: 6:38:50, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8559, loss_cls: 1.3400, loss: 1.3400, grad_norm: 6.4712 2021-07-14 11:07:49,821 - mmaction - INFO - Epoch [242][720/1879] lr: 8.447e-04, eta: 6:38:33, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8441, loss_cls: 1.3726, loss: 1.3726, grad_norm: 6.5674 2021-07-14 11:08:06,880 - mmaction - INFO - Epoch [242][740/1879] lr: 8.447e-04, eta: 6:38:15, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8547, loss_cls: 1.3561, loss: 1.3561, grad_norm: 6.5186 2021-07-14 11:08:23,732 - mmaction - INFO - Epoch [242][760/1879] lr: 8.447e-04, eta: 6:37:58, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8613, loss_cls: 1.3319, loss: 1.3319, grad_norm: 6.5296 2021-07-14 11:08:40,781 - mmaction - INFO - Epoch [242][780/1879] lr: 8.447e-04, eta: 6:37:41, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8539, loss_cls: 1.3257, loss: 1.3257, grad_norm: 6.2812 2021-07-14 11:08:57,655 - mmaction - INFO - Epoch [242][800/1879] lr: 8.447e-04, eta: 6:37:23, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8598, loss_cls: 1.2824, loss: 1.2824, grad_norm: 6.3852 2021-07-14 11:09:14,685 - mmaction - INFO - Epoch [242][820/1879] lr: 8.447e-04, eta: 6:37:06, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8621, loss_cls: 1.3233, loss: 1.3233, grad_norm: 6.6014 2021-07-14 11:09:31,655 - mmaction - INFO - Epoch [242][840/1879] lr: 8.447e-04, eta: 6:36:48, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8535, loss_cls: 1.3268, loss: 1.3268, grad_norm: 6.5802 2021-07-14 11:09:48,241 - mmaction - INFO - Epoch [242][860/1879] lr: 8.447e-04, eta: 6:36:31, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.6668, top5_acc: 0.8473, loss_cls: 1.3832, loss: 1.3832, grad_norm: 6.5085 2021-07-14 11:10:05,273 - mmaction - INFO - Epoch [242][880/1879] lr: 8.447e-04, eta: 6:36:13, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8484, loss_cls: 1.3880, loss: 1.3880, grad_norm: 6.5290 2021-07-14 11:10:22,243 - mmaction - INFO - Epoch [242][900/1879] lr: 8.447e-04, eta: 6:35:56, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6715, top5_acc: 0.8449, loss_cls: 1.3692, loss: 1.3692, grad_norm: 6.5672 2021-07-14 11:10:39,256 - mmaction - INFO - Epoch [242][920/1879] lr: 8.447e-04, eta: 6:35:38, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8664, loss_cls: 1.2912, loss: 1.2912, grad_norm: 6.4879 2021-07-14 11:10:56,101 - mmaction - INFO - Epoch [242][940/1879] lr: 8.447e-04, eta: 6:35:21, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8688, loss_cls: 1.2931, loss: 1.2931, grad_norm: 6.4646 2021-07-14 11:11:13,088 - mmaction - INFO - Epoch [242][960/1879] lr: 8.447e-04, eta: 6:35:03, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8520, loss_cls: 1.3715, loss: 1.3715, grad_norm: 6.5832 2021-07-14 11:11:30,058 - mmaction - INFO - Epoch [242][980/1879] lr: 8.447e-04, eta: 6:34:46, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6875, top5_acc: 0.8492, loss_cls: 1.3256, loss: 1.3256, grad_norm: 6.4666 2021-07-14 11:11:46,839 - mmaction - INFO - Epoch [242][1000/1879] lr: 8.447e-04, eta: 6:34:28, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8605, loss_cls: 1.3117, loss: 1.3117, grad_norm: 6.4998 2021-07-14 11:12:03,825 - mmaction - INFO - Epoch [242][1020/1879] lr: 8.447e-04, eta: 6:34:11, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8574, loss_cls: 1.3256, loss: 1.3256, grad_norm: 6.4914 2021-07-14 11:12:20,871 - mmaction - INFO - Epoch [242][1040/1879] lr: 8.447e-04, eta: 6:33:53, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8688, loss_cls: 1.3184, loss: 1.3184, grad_norm: 6.5683 2021-07-14 11:12:37,707 - mmaction - INFO - Epoch [242][1060/1879] lr: 8.447e-04, eta: 6:33:36, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6699, top5_acc: 0.8441, loss_cls: 1.3915, loss: 1.3915, grad_norm: 6.6615 2021-07-14 11:12:54,551 - mmaction - INFO - Epoch [242][1080/1879] lr: 8.447e-04, eta: 6:33:18, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8602, loss_cls: 1.3001, loss: 1.3001, grad_norm: 6.4159 2021-07-14 11:13:11,421 - mmaction - INFO - Epoch [242][1100/1879] lr: 8.447e-04, eta: 6:33:01, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8531, loss_cls: 1.3338, loss: 1.3338, grad_norm: 6.4366 2021-07-14 11:13:28,571 - mmaction - INFO - Epoch [242][1120/1879] lr: 8.447e-04, eta: 6:32:43, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6809, top5_acc: 0.8535, loss_cls: 1.3140, loss: 1.3140, grad_norm: 6.4058 2021-07-14 11:13:45,639 - mmaction - INFO - Epoch [242][1140/1879] lr: 8.447e-04, eta: 6:32:26, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8555, loss_cls: 1.3206, loss: 1.3206, grad_norm: 6.3582 2021-07-14 11:14:02,495 - mmaction - INFO - Epoch [242][1160/1879] lr: 8.447e-04, eta: 6:32:08, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.6910, top5_acc: 0.8605, loss_cls: 1.3027, loss: 1.3027, grad_norm: 6.2734 2021-07-14 11:14:19,218 - mmaction - INFO - Epoch [242][1180/1879] lr: 8.447e-04, eta: 6:31:51, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8652, loss_cls: 1.2793, loss: 1.2793, grad_norm: 6.5031 2021-07-14 11:14:36,348 - mmaction - INFO - Epoch [242][1200/1879] lr: 8.447e-04, eta: 6:31:33, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.6941, top5_acc: 0.8742, loss_cls: 1.2667, loss: 1.2667, grad_norm: 6.4428 2021-07-14 11:14:53,232 - mmaction - INFO - Epoch [242][1220/1879] lr: 8.447e-04, eta: 6:31:16, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.6719, top5_acc: 0.8496, loss_cls: 1.3915, loss: 1.3915, grad_norm: 6.6284 2021-07-14 11:15:10,372 - mmaction - INFO - Epoch [242][1240/1879] lr: 8.447e-04, eta: 6:30:59, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6742, top5_acc: 0.8535, loss_cls: 1.3797, loss: 1.3797, grad_norm: 6.7272 2021-07-14 11:15:27,289 - mmaction - INFO - Epoch [242][1260/1879] lr: 8.447e-04, eta: 6:30:41, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6652, top5_acc: 0.8551, loss_cls: 1.3629, loss: 1.3629, grad_norm: 6.6126 2021-07-14 11:15:44,463 - mmaction - INFO - Epoch [242][1280/1879] lr: 8.447e-04, eta: 6:30:24, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8551, loss_cls: 1.3282, loss: 1.3282, grad_norm: 6.5838 2021-07-14 11:16:01,570 - mmaction - INFO - Epoch [242][1300/1879] lr: 8.447e-04, eta: 6:30:06, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6750, top5_acc: 0.8434, loss_cls: 1.4043, loss: 1.4043, grad_norm: 6.6599 2021-07-14 11:16:18,597 - mmaction - INFO - Epoch [242][1320/1879] lr: 8.447e-04, eta: 6:29:49, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8566, loss_cls: 1.3436, loss: 1.3436, grad_norm: 6.5499 2021-07-14 11:16:35,645 - mmaction - INFO - Epoch [242][1340/1879] lr: 8.447e-04, eta: 6:29:31, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6703, top5_acc: 0.8488, loss_cls: 1.4000, loss: 1.4000, grad_norm: 6.7310 2021-07-14 11:16:52,437 - mmaction - INFO - Epoch [242][1360/1879] lr: 8.447e-04, eta: 6:29:14, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8613, loss_cls: 1.3316, loss: 1.3316, grad_norm: 6.5370 2021-07-14 11:17:09,530 - mmaction - INFO - Epoch [242][1380/1879] lr: 8.447e-04, eta: 6:28:56, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6582, top5_acc: 0.8324, loss_cls: 1.4483, loss: 1.4483, grad_norm: 6.7964 2021-07-14 11:17:26,437 - mmaction - INFO - Epoch [242][1400/1879] lr: 8.447e-04, eta: 6:28:39, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8648, loss_cls: 1.2931, loss: 1.2931, grad_norm: 6.4867 2021-07-14 11:17:43,416 - mmaction - INFO - Epoch [242][1420/1879] lr: 8.447e-04, eta: 6:28:21, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8465, loss_cls: 1.3582, loss: 1.3582, grad_norm: 6.5247 2021-07-14 11:18:00,463 - mmaction - INFO - Epoch [242][1440/1879] lr: 8.447e-04, eta: 6:28:04, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6578, top5_acc: 0.8531, loss_cls: 1.3795, loss: 1.3795, grad_norm: 6.7508 2021-07-14 11:18:17,501 - mmaction - INFO - Epoch [242][1460/1879] lr: 8.447e-04, eta: 6:27:46, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6672, top5_acc: 0.8547, loss_cls: 1.3701, loss: 1.3701, grad_norm: 6.6148 2021-07-14 11:18:34,374 - mmaction - INFO - Epoch [242][1480/1879] lr: 8.447e-04, eta: 6:27:29, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8461, loss_cls: 1.4038, loss: 1.4038, grad_norm: 6.7480 2021-07-14 11:18:51,543 - mmaction - INFO - Epoch [242][1500/1879] lr: 8.447e-04, eta: 6:27:11, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8539, loss_cls: 1.3689, loss: 1.3689, grad_norm: 6.7350 2021-07-14 11:19:08,082 - mmaction - INFO - Epoch [242][1520/1879] lr: 8.447e-04, eta: 6:26:54, time: 0.829, data_time: 0.003, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8566, loss_cls: 1.3409, loss: 1.3409, grad_norm: 6.5339 2021-07-14 11:19:24,676 - mmaction - INFO - Epoch [242][1540/1879] lr: 8.447e-04, eta: 6:26:36, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8551, loss_cls: 1.3673, loss: 1.3673, grad_norm: 6.6960 2021-07-14 11:19:41,611 - mmaction - INFO - Epoch [242][1560/1879] lr: 8.447e-04, eta: 6:26:19, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8652, loss_cls: 1.3215, loss: 1.3215, grad_norm: 6.5289 2021-07-14 11:19:58,557 - mmaction - INFO - Epoch [242][1580/1879] lr: 8.447e-04, eta: 6:26:01, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8512, loss_cls: 1.3495, loss: 1.3495, grad_norm: 6.5005 2021-07-14 11:20:15,403 - mmaction - INFO - Epoch [242][1600/1879] lr: 8.447e-04, eta: 6:25:44, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6687, top5_acc: 0.8453, loss_cls: 1.3880, loss: 1.3880, grad_norm: 6.7012 2021-07-14 11:20:31,978 - mmaction - INFO - Epoch [242][1620/1879] lr: 8.447e-04, eta: 6:25:26, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8578, loss_cls: 1.3607, loss: 1.3607, grad_norm: 6.6208 2021-07-14 11:20:49,028 - mmaction - INFO - Epoch [242][1640/1879] lr: 8.447e-04, eta: 6:25:09, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8441, loss_cls: 1.3600, loss: 1.3600, grad_norm: 6.5039 2021-07-14 11:21:05,991 - mmaction - INFO - Epoch [242][1660/1879] lr: 8.447e-04, eta: 6:24:52, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6719, top5_acc: 0.8477, loss_cls: 1.3526, loss: 1.3526, grad_norm: 6.6356 2021-07-14 11:21:23,128 - mmaction - INFO - Epoch [242][1680/1879] lr: 8.447e-04, eta: 6:24:34, time: 0.855, data_time: 0.001, memory: 6454, top1_acc: 0.6844, top5_acc: 0.8668, loss_cls: 1.3046, loss: 1.3046, grad_norm: 6.6282 2021-07-14 11:21:40,434 - mmaction - INFO - Epoch [242][1700/1879] lr: 8.447e-04, eta: 6:24:17, time: 0.866, data_time: 0.003, memory: 6454, top1_acc: 0.6543, top5_acc: 0.8434, loss_cls: 1.4015, loss: 1.4015, grad_norm: 6.7992 2021-07-14 11:21:57,382 - mmaction - INFO - Epoch [242][1720/1879] lr: 8.447e-04, eta: 6:23:59, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6738, top5_acc: 0.8539, loss_cls: 1.3334, loss: 1.3334, grad_norm: 6.5925 2021-07-14 11:22:14,368 - mmaction - INFO - Epoch [242][1740/1879] lr: 8.447e-04, eta: 6:23:42, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6543, top5_acc: 0.8492, loss_cls: 1.4080, loss: 1.4080, grad_norm: 6.6078 2021-07-14 11:22:31,267 - mmaction - INFO - Epoch [242][1760/1879] lr: 8.447e-04, eta: 6:23:24, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6715, top5_acc: 0.8602, loss_cls: 1.3424, loss: 1.3424, grad_norm: 6.5756 2021-07-14 11:22:48,086 - mmaction - INFO - Epoch [242][1780/1879] lr: 8.447e-04, eta: 6:23:07, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8594, loss_cls: 1.3464, loss: 1.3464, grad_norm: 6.7270 2021-07-14 11:23:05,138 - mmaction - INFO - Epoch [242][1800/1879] lr: 8.447e-04, eta: 6:22:49, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8637, loss_cls: 1.3264, loss: 1.3264, grad_norm: 6.5923 2021-07-14 11:23:22,699 - mmaction - INFO - Epoch [242][1820/1879] lr: 8.447e-04, eta: 6:22:32, time: 0.881, data_time: 0.005, memory: 6454, top1_acc: 0.6676, top5_acc: 0.8582, loss_cls: 1.3247, loss: 1.3247, grad_norm: 6.7075 2021-07-14 11:23:39,990 - mmaction - INFO - Epoch [242][1840/1879] lr: 8.447e-04, eta: 6:22:14, time: 0.863, data_time: 0.004, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8531, loss_cls: 1.3688, loss: 1.3688, grad_norm: 6.6339 2021-07-14 11:23:56,955 - mmaction - INFO - Epoch [242][1860/1879] lr: 8.447e-04, eta: 6:21:57, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8457, loss_cls: 1.3639, loss: 1.3639, grad_norm: 6.6424 2021-07-14 11:25:24,750 - mmaction - INFO - Epoch [243][20/1879] lr: 7.361e-04, eta: 6:21:28, time: 3.542, data_time: 2.006, memory: 6454, top1_acc: 0.6617, top5_acc: 0.8453, loss_cls: 1.4204, loss: 1.4204, grad_norm: 6.7351 2021-07-14 11:25:41,209 - mmaction - INFO - Epoch [243][40/1879] lr: 7.361e-04, eta: 6:21:10, time: 0.822, data_time: 0.001, memory: 6454, top1_acc: 0.6805, top5_acc: 0.8590, loss_cls: 1.3644, loss: 1.3644, grad_norm: 6.6216 2021-07-14 11:25:58,186 - mmaction - INFO - Epoch [243][60/1879] lr: 7.361e-04, eta: 6:20:53, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8562, loss_cls: 1.3519, loss: 1.3519, grad_norm: 6.5310 2021-07-14 11:26:15,010 - mmaction - INFO - Epoch [243][80/1879] lr: 7.361e-04, eta: 6:20:35, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8582, loss_cls: 1.3212, loss: 1.3212, grad_norm: 6.4972 2021-07-14 11:26:31,829 - mmaction - INFO - Epoch [243][100/1879] lr: 7.361e-04, eta: 6:20:18, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8613, loss_cls: 1.3212, loss: 1.3212, grad_norm: 6.4969 2021-07-14 11:26:48,595 - mmaction - INFO - Epoch [243][120/1879] lr: 7.361e-04, eta: 6:20:00, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.7066, top5_acc: 0.8742, loss_cls: 1.2604, loss: 1.2604, grad_norm: 6.2958 2021-07-14 11:27:05,512 - mmaction - INFO - Epoch [243][140/1879] lr: 7.361e-04, eta: 6:19:43, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6699, top5_acc: 0.8480, loss_cls: 1.3681, loss: 1.3681, grad_norm: 6.7230 2021-07-14 11:27:22,477 - mmaction - INFO - Epoch [243][160/1879] lr: 7.361e-04, eta: 6:19:25, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8594, loss_cls: 1.3566, loss: 1.3566, grad_norm: 6.5911 2021-07-14 11:27:39,163 - mmaction - INFO - Epoch [243][180/1879] lr: 7.361e-04, eta: 6:19:08, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8598, loss_cls: 1.3154, loss: 1.3154, grad_norm: 6.5057 2021-07-14 11:27:55,850 - mmaction - INFO - Epoch [243][200/1879] lr: 7.361e-04, eta: 6:18:50, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8566, loss_cls: 1.3243, loss: 1.3243, grad_norm: 6.5914 2021-07-14 11:28:12,782 - mmaction - INFO - Epoch [243][220/1879] lr: 7.361e-04, eta: 6:18:33, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6750, top5_acc: 0.8504, loss_cls: 1.3504, loss: 1.3504, grad_norm: 6.6250 2021-07-14 11:28:29,771 - mmaction - INFO - Epoch [243][240/1879] lr: 7.361e-04, eta: 6:18:15, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6676, top5_acc: 0.8500, loss_cls: 1.3833, loss: 1.3833, grad_norm: 6.5968 2021-07-14 11:28:46,318 - mmaction - INFO - Epoch [243][260/1879] lr: 7.361e-04, eta: 6:17:58, time: 0.828, data_time: 0.003, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8375, loss_cls: 1.3779, loss: 1.3779, grad_norm: 6.7531 2021-07-14 11:29:03,407 - mmaction - INFO - Epoch [243][280/1879] lr: 7.361e-04, eta: 6:17:40, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6738, top5_acc: 0.8516, loss_cls: 1.3388, loss: 1.3388, grad_norm: 6.6475 2021-07-14 11:29:20,277 - mmaction - INFO - Epoch [243][300/1879] lr: 7.361e-04, eta: 6:17:23, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6805, top5_acc: 0.8539, loss_cls: 1.3574, loss: 1.3574, grad_norm: 6.5869 2021-07-14 11:29:37,566 - mmaction - INFO - Epoch [243][320/1879] lr: 7.361e-04, eta: 6:17:06, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8559, loss_cls: 1.3173, loss: 1.3173, grad_norm: 6.4296 2021-07-14 11:29:54,542 - mmaction - INFO - Epoch [243][340/1879] lr: 7.361e-04, eta: 6:16:48, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.7020, top5_acc: 0.8637, loss_cls: 1.2927, loss: 1.2927, grad_norm: 6.4423 2021-07-14 11:30:11,222 - mmaction - INFO - Epoch [243][360/1879] lr: 7.361e-04, eta: 6:16:31, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8602, loss_cls: 1.3187, loss: 1.3187, grad_norm: 6.5520 2021-07-14 11:30:28,292 - mmaction - INFO - Epoch [243][380/1879] lr: 7.361e-04, eta: 6:16:13, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.6723, top5_acc: 0.8535, loss_cls: 1.3586, loss: 1.3586, grad_norm: 6.7014 2021-07-14 11:30:44,956 - mmaction - INFO - Epoch [243][400/1879] lr: 7.361e-04, eta: 6:15:56, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8621, loss_cls: 1.3043, loss: 1.3043, grad_norm: 6.4401 2021-07-14 11:31:02,064 - mmaction - INFO - Epoch [243][420/1879] lr: 7.361e-04, eta: 6:15:38, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.7070, top5_acc: 0.8758, loss_cls: 1.2476, loss: 1.2476, grad_norm: 6.5013 2021-07-14 11:31:19,044 - mmaction - INFO - Epoch [243][440/1879] lr: 7.361e-04, eta: 6:15:21, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8473, loss_cls: 1.3741, loss: 1.3741, grad_norm: 6.5211 2021-07-14 11:31:36,016 - mmaction - INFO - Epoch [243][460/1879] lr: 7.361e-04, eta: 6:15:03, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8633, loss_cls: 1.3158, loss: 1.3158, grad_norm: 6.5499 2021-07-14 11:31:53,094 - mmaction - INFO - Epoch [243][480/1879] lr: 7.361e-04, eta: 6:14:46, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6707, top5_acc: 0.8508, loss_cls: 1.3607, loss: 1.3607, grad_norm: 6.6798 2021-07-14 11:32:10,072 - mmaction - INFO - Epoch [243][500/1879] lr: 7.361e-04, eta: 6:14:28, time: 0.856, data_time: 0.008, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8570, loss_cls: 1.3008, loss: 1.3008, grad_norm: 6.5747 2021-07-14 11:32:26,902 - mmaction - INFO - Epoch [243][520/1879] lr: 7.361e-04, eta: 6:14:11, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6789, top5_acc: 0.8445, loss_cls: 1.3554, loss: 1.3554, grad_norm: 6.6805 2021-07-14 11:32:43,939 - mmaction - INFO - Epoch [243][540/1879] lr: 7.361e-04, eta: 6:13:53, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8520, loss_cls: 1.3647, loss: 1.3647, grad_norm: 6.6633 2021-07-14 11:33:00,810 - mmaction - INFO - Epoch [243][560/1879] lr: 7.361e-04, eta: 6:13:36, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8586, loss_cls: 1.2850, loss: 1.2850, grad_norm: 6.4839 2021-07-14 11:33:17,606 - mmaction - INFO - Epoch [243][580/1879] lr: 7.361e-04, eta: 6:13:18, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8609, loss_cls: 1.3192, loss: 1.3192, grad_norm: 6.5430 2021-07-14 11:33:34,693 - mmaction - INFO - Epoch [243][600/1879] lr: 7.361e-04, eta: 6:13:01, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8570, loss_cls: 1.3246, loss: 1.3246, grad_norm: 6.6367 2021-07-14 11:33:51,871 - mmaction - INFO - Epoch [243][620/1879] lr: 7.361e-04, eta: 6:12:43, time: 0.858, data_time: 0.002, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8531, loss_cls: 1.3280, loss: 1.3280, grad_norm: 6.5197 2021-07-14 11:34:08,703 - mmaction - INFO - Epoch [243][640/1879] lr: 7.361e-04, eta: 6:12:26, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8535, loss_cls: 1.3217, loss: 1.3217, grad_norm: 6.6079 2021-07-14 11:34:25,780 - mmaction - INFO - Epoch [243][660/1879] lr: 7.361e-04, eta: 6:12:09, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6687, top5_acc: 0.8488, loss_cls: 1.3971, loss: 1.3971, grad_norm: 6.6389 2021-07-14 11:34:42,886 - mmaction - INFO - Epoch [243][680/1879] lr: 7.361e-04, eta: 6:11:51, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6742, top5_acc: 0.8477, loss_cls: 1.3709, loss: 1.3709, grad_norm: 6.7322 2021-07-14 11:34:59,955 - mmaction - INFO - Epoch [243][700/1879] lr: 7.361e-04, eta: 6:11:34, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6937, top5_acc: 0.8637, loss_cls: 1.3048, loss: 1.3048, grad_norm: 6.3881 2021-07-14 11:35:17,033 - mmaction - INFO - Epoch [243][720/1879] lr: 7.361e-04, eta: 6:11:16, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8559, loss_cls: 1.3499, loss: 1.3499, grad_norm: 6.6187 2021-07-14 11:35:34,119 - mmaction - INFO - Epoch [243][740/1879] lr: 7.361e-04, eta: 6:10:59, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6926, top5_acc: 0.8672, loss_cls: 1.3153, loss: 1.3153, grad_norm: 6.6329 2021-07-14 11:35:51,058 - mmaction - INFO - Epoch [243][760/1879] lr: 7.361e-04, eta: 6:10:41, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6910, top5_acc: 0.8508, loss_cls: 1.3498, loss: 1.3498, grad_norm: 6.6678 2021-07-14 11:36:08,110 - mmaction - INFO - Epoch [243][780/1879] lr: 7.361e-04, eta: 6:10:24, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8457, loss_cls: 1.3830, loss: 1.3830, grad_norm: 6.6164 2021-07-14 11:36:25,071 - mmaction - INFO - Epoch [243][800/1879] lr: 7.361e-04, eta: 6:10:06, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8504, loss_cls: 1.3363, loss: 1.3363, grad_norm: 6.6549 2021-07-14 11:36:42,025 - mmaction - INFO - Epoch [243][820/1879] lr: 7.361e-04, eta: 6:09:49, time: 0.850, data_time: 0.007, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8477, loss_cls: 1.3770, loss: 1.3770, grad_norm: 6.5509 2021-07-14 11:36:58,903 - mmaction - INFO - Epoch [243][840/1879] lr: 7.361e-04, eta: 6:09:31, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6570, top5_acc: 0.8379, loss_cls: 1.4233, loss: 1.4233, grad_norm: 6.7688 2021-07-14 11:37:15,969 - mmaction - INFO - Epoch [243][860/1879] lr: 7.361e-04, eta: 6:09:14, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.6809, top5_acc: 0.8559, loss_cls: 1.3404, loss: 1.3404, grad_norm: 6.5517 2021-07-14 11:37:33,184 - mmaction - INFO - Epoch [243][880/1879] lr: 7.361e-04, eta: 6:08:56, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6637, top5_acc: 0.8488, loss_cls: 1.4112, loss: 1.4112, grad_norm: 6.8779 2021-07-14 11:37:49,926 - mmaction - INFO - Epoch [243][900/1879] lr: 7.361e-04, eta: 6:08:39, time: 0.840, data_time: 0.009, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8578, loss_cls: 1.3136, loss: 1.3136, grad_norm: 6.4978 2021-07-14 11:38:06,900 - mmaction - INFO - Epoch [243][920/1879] lr: 7.361e-04, eta: 6:08:21, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6852, top5_acc: 0.8574, loss_cls: 1.3194, loss: 1.3194, grad_norm: 6.5573 2021-07-14 11:38:23,612 - mmaction - INFO - Epoch [243][940/1879] lr: 7.361e-04, eta: 6:08:04, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.6723, top5_acc: 0.8465, loss_cls: 1.3663, loss: 1.3663, grad_norm: 6.6406 2021-07-14 11:38:40,643 - mmaction - INFO - Epoch [243][960/1879] lr: 7.361e-04, eta: 6:07:47, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8527, loss_cls: 1.3457, loss: 1.3457, grad_norm: 6.5430 2021-07-14 11:38:57,716 - mmaction - INFO - Epoch [243][980/1879] lr: 7.361e-04, eta: 6:07:29, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8621, loss_cls: 1.2986, loss: 1.2986, grad_norm: 6.4122 2021-07-14 11:39:14,703 - mmaction - INFO - Epoch [243][1000/1879] lr: 7.361e-04, eta: 6:07:12, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8566, loss_cls: 1.3346, loss: 1.3346, grad_norm: 6.4429 2021-07-14 11:39:31,731 - mmaction - INFO - Epoch [243][1020/1879] lr: 7.361e-04, eta: 6:06:54, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6703, top5_acc: 0.8402, loss_cls: 1.3937, loss: 1.3937, grad_norm: 6.5576 2021-07-14 11:39:48,492 - mmaction - INFO - Epoch [243][1040/1879] lr: 7.361e-04, eta: 6:06:37, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.6844, top5_acc: 0.8590, loss_cls: 1.3133, loss: 1.3133, grad_norm: 6.4724 2021-07-14 11:40:05,515 - mmaction - INFO - Epoch [243][1060/1879] lr: 7.361e-04, eta: 6:06:19, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6637, top5_acc: 0.8398, loss_cls: 1.4288, loss: 1.4288, grad_norm: 6.7364 2021-07-14 11:40:22,790 - mmaction - INFO - Epoch [243][1080/1879] lr: 7.361e-04, eta: 6:06:02, time: 0.859, data_time: 0.001, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8574, loss_cls: 1.3227, loss: 1.3227, grad_norm: 6.5350 2021-07-14 11:40:39,829 - mmaction - INFO - Epoch [243][1100/1879] lr: 7.361e-04, eta: 6:05:44, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8602, loss_cls: 1.3142, loss: 1.3142, grad_norm: 6.5668 2021-07-14 11:40:56,897 - mmaction - INFO - Epoch [243][1120/1879] lr: 7.361e-04, eta: 6:05:27, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8590, loss_cls: 1.3541, loss: 1.3541, grad_norm: 6.5314 2021-07-14 11:41:14,098 - mmaction - INFO - Epoch [243][1140/1879] lr: 7.361e-04, eta: 6:05:09, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8598, loss_cls: 1.3487, loss: 1.3487, grad_norm: 6.6169 2021-07-14 11:41:30,831 - mmaction - INFO - Epoch [243][1160/1879] lr: 7.361e-04, eta: 6:04:52, time: 0.835, data_time: 0.000, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8480, loss_cls: 1.3676, loss: 1.3676, grad_norm: 6.4203 2021-07-14 11:41:48,048 - mmaction - INFO - Epoch [243][1180/1879] lr: 7.361e-04, eta: 6:04:34, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.6723, top5_acc: 0.8488, loss_cls: 1.3368, loss: 1.3368, grad_norm: 6.5303 2021-07-14 11:42:05,078 - mmaction - INFO - Epoch [243][1200/1879] lr: 7.361e-04, eta: 6:04:17, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8367, loss_cls: 1.3943, loss: 1.3943, grad_norm: 6.6522 2021-07-14 11:42:22,152 - mmaction - INFO - Epoch [243][1220/1879] lr: 7.361e-04, eta: 6:04:00, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8555, loss_cls: 1.3285, loss: 1.3285, grad_norm: 6.6053 2021-07-14 11:42:39,059 - mmaction - INFO - Epoch [243][1240/1879] lr: 7.361e-04, eta: 6:03:42, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6988, top5_acc: 0.8637, loss_cls: 1.2953, loss: 1.2953, grad_norm: 6.4503 2021-07-14 11:42:56,119 - mmaction - INFO - Epoch [243][1260/1879] lr: 7.361e-04, eta: 6:03:25, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8660, loss_cls: 1.3110, loss: 1.3110, grad_norm: 6.5274 2021-07-14 11:43:13,128 - mmaction - INFO - Epoch [243][1280/1879] lr: 7.361e-04, eta: 6:03:07, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8594, loss_cls: 1.3410, loss: 1.3410, grad_norm: 6.6248 2021-07-14 11:43:30,035 - mmaction - INFO - Epoch [243][1300/1879] lr: 7.361e-04, eta: 6:02:50, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6660, top5_acc: 0.8520, loss_cls: 1.3783, loss: 1.3783, grad_norm: 6.7020 2021-07-14 11:43:47,192 - mmaction - INFO - Epoch [243][1320/1879] lr: 7.361e-04, eta: 6:02:32, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8527, loss_cls: 1.3523, loss: 1.3523, grad_norm: 6.6117 2021-07-14 11:44:04,167 - mmaction - INFO - Epoch [243][1340/1879] lr: 7.361e-04, eta: 6:02:15, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6609, top5_acc: 0.8391, loss_cls: 1.4293, loss: 1.4293, grad_norm: 6.7547 2021-07-14 11:44:21,395 - mmaction - INFO - Epoch [243][1360/1879] lr: 7.361e-04, eta: 6:01:57, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8625, loss_cls: 1.3116, loss: 1.3116, grad_norm: 6.5293 2021-07-14 11:44:38,566 - mmaction - INFO - Epoch [243][1380/1879] lr: 7.361e-04, eta: 6:01:40, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.6750, top5_acc: 0.8469, loss_cls: 1.3617, loss: 1.3617, grad_norm: 6.6560 2021-07-14 11:44:55,613 - mmaction - INFO - Epoch [243][1400/1879] lr: 7.361e-04, eta: 6:01:22, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6945, top5_acc: 0.8520, loss_cls: 1.3099, loss: 1.3099, grad_norm: 6.4627 2021-07-14 11:45:12,622 - mmaction - INFO - Epoch [243][1420/1879] lr: 7.361e-04, eta: 6:01:05, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6676, top5_acc: 0.8488, loss_cls: 1.3952, loss: 1.3952, grad_norm: 6.6515 2021-07-14 11:45:29,560 - mmaction - INFO - Epoch [243][1440/1879] lr: 7.361e-04, eta: 6:00:48, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8535, loss_cls: 1.3711, loss: 1.3711, grad_norm: 6.7200 2021-07-14 11:45:46,646 - mmaction - INFO - Epoch [243][1460/1879] lr: 7.361e-04, eta: 6:00:30, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8625, loss_cls: 1.2900, loss: 1.2900, grad_norm: 6.5465 2021-07-14 11:46:03,368 - mmaction - INFO - Epoch [243][1480/1879] lr: 7.361e-04, eta: 6:00:13, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.6641, top5_acc: 0.8461, loss_cls: 1.4038, loss: 1.4038, grad_norm: 6.7102 2021-07-14 11:46:20,464 - mmaction - INFO - Epoch [243][1500/1879] lr: 7.361e-04, eta: 5:59:55, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8508, loss_cls: 1.3482, loss: 1.3482, grad_norm: 6.5928 2021-07-14 11:46:37,409 - mmaction - INFO - Epoch [243][1520/1879] lr: 7.361e-04, eta: 5:59:38, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6723, top5_acc: 0.8402, loss_cls: 1.3836, loss: 1.3836, grad_norm: 6.6760 2021-07-14 11:46:54,482 - mmaction - INFO - Epoch [243][1540/1879] lr: 7.361e-04, eta: 5:59:20, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.3739, loss: 1.3739, grad_norm: 6.7960 2021-07-14 11:47:11,436 - mmaction - INFO - Epoch [243][1560/1879] lr: 7.361e-04, eta: 5:59:03, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8598, loss_cls: 1.3383, loss: 1.3383, grad_norm: 6.6522 2021-07-14 11:47:28,468 - mmaction - INFO - Epoch [243][1580/1879] lr: 7.361e-04, eta: 5:58:45, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6809, top5_acc: 0.8531, loss_cls: 1.3434, loss: 1.3434, grad_norm: 6.4838 2021-07-14 11:47:45,307 - mmaction - INFO - Epoch [243][1600/1879] lr: 7.361e-04, eta: 5:58:28, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8680, loss_cls: 1.2783, loss: 1.2783, grad_norm: 6.5153 2021-07-14 11:48:02,045 - mmaction - INFO - Epoch [243][1620/1879] lr: 7.361e-04, eta: 5:58:10, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.6852, top5_acc: 0.8695, loss_cls: 1.2888, loss: 1.2888, grad_norm: 6.5985 2021-07-14 11:48:18,875 - mmaction - INFO - Epoch [243][1640/1879] lr: 7.361e-04, eta: 5:57:53, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8547, loss_cls: 1.3344, loss: 1.3344, grad_norm: 6.6637 2021-07-14 11:48:35,839 - mmaction - INFO - Epoch [243][1660/1879] lr: 7.361e-04, eta: 5:57:35, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8598, loss_cls: 1.3021, loss: 1.3021, grad_norm: 6.5161 2021-07-14 11:48:52,848 - mmaction - INFO - Epoch [243][1680/1879] lr: 7.361e-04, eta: 5:57:18, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8652, loss_cls: 1.2976, loss: 1.2976, grad_norm: 6.5012 2021-07-14 11:49:10,028 - mmaction - INFO - Epoch [243][1700/1879] lr: 7.361e-04, eta: 5:57:00, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6707, top5_acc: 0.8449, loss_cls: 1.4029, loss: 1.4029, grad_norm: 6.7522 2021-07-14 11:49:27,116 - mmaction - INFO - Epoch [243][1720/1879] lr: 7.361e-04, eta: 5:56:43, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8578, loss_cls: 1.3580, loss: 1.3580, grad_norm: 6.8104 2021-07-14 11:49:44,276 - mmaction - INFO - Epoch [243][1740/1879] lr: 7.361e-04, eta: 5:56:26, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8488, loss_cls: 1.4016, loss: 1.4016, grad_norm: 6.8020 2021-07-14 11:50:01,309 - mmaction - INFO - Epoch [243][1760/1879] lr: 7.361e-04, eta: 5:56:08, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8426, loss_cls: 1.4157, loss: 1.4157, grad_norm: 6.7391 2021-07-14 11:50:18,505 - mmaction - INFO - Epoch [243][1780/1879] lr: 7.361e-04, eta: 5:55:51, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.6645, top5_acc: 0.8422, loss_cls: 1.4200, loss: 1.4200, grad_norm: 6.6387 2021-07-14 11:50:35,436 - mmaction - INFO - Epoch [243][1800/1879] lr: 7.361e-04, eta: 5:55:33, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6719, top5_acc: 0.8598, loss_cls: 1.3374, loss: 1.3374, grad_norm: 6.6548 2021-07-14 11:50:52,481 - mmaction - INFO - Epoch [243][1820/1879] lr: 7.361e-04, eta: 5:55:16, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6992, top5_acc: 0.8684, loss_cls: 1.2835, loss: 1.2835, grad_norm: 6.5956 2021-07-14 11:51:09,475 - mmaction - INFO - Epoch [243][1840/1879] lr: 7.361e-04, eta: 5:54:58, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6945, top5_acc: 0.8594, loss_cls: 1.3006, loss: 1.3006, grad_norm: 6.5929 2021-07-14 11:51:26,454 - mmaction - INFO - Epoch [243][1860/1879] lr: 7.361e-04, eta: 5:54:41, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6719, top5_acc: 0.8562, loss_cls: 1.3695, loss: 1.3695, grad_norm: 6.7092 2021-07-14 11:53:07,648 - mmaction - INFO - Epoch [244][20/1879] lr: 6.349e-04, eta: 5:54:13, time: 4.132, data_time: 3.283, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8543, loss_cls: 1.3677, loss: 1.3677, grad_norm: 6.7214 2021-07-14 11:53:24,363 - mmaction - INFO - Epoch [244][40/1879] lr: 6.349e-04, eta: 5:53:55, time: 0.836, data_time: 0.006, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8613, loss_cls: 1.3039, loss: 1.3039, grad_norm: 6.5951 2021-07-14 11:53:40,977 - mmaction - INFO - Epoch [244][60/1879] lr: 6.349e-04, eta: 5:53:38, time: 0.831, data_time: 0.001, memory: 6454, top1_acc: 0.6781, top5_acc: 0.8605, loss_cls: 1.3321, loss: 1.3321, grad_norm: 6.5812 2021-07-14 11:53:57,550 - mmaction - INFO - Epoch [244][80/1879] lr: 6.349e-04, eta: 5:53:20, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.6852, top5_acc: 0.8562, loss_cls: 1.3376, loss: 1.3376, grad_norm: 6.5148 2021-07-14 11:54:14,131 - mmaction - INFO - Epoch [244][100/1879] lr: 6.349e-04, eta: 5:53:03, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8480, loss_cls: 1.3706, loss: 1.3706, grad_norm: 6.7894 2021-07-14 11:54:31,002 - mmaction - INFO - Epoch [244][120/1879] lr: 6.349e-04, eta: 5:52:45, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8531, loss_cls: 1.3408, loss: 1.3408, grad_norm: 6.6344 2021-07-14 11:54:47,835 - mmaction - INFO - Epoch [244][140/1879] lr: 6.349e-04, eta: 5:52:28, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6781, top5_acc: 0.8645, loss_cls: 1.3167, loss: 1.3167, grad_norm: 6.6042 2021-07-14 11:55:04,779 - mmaction - INFO - Epoch [244][160/1879] lr: 6.349e-04, eta: 5:52:10, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6789, top5_acc: 0.8586, loss_cls: 1.3132, loss: 1.3132, grad_norm: 6.5225 2021-07-14 11:55:21,857 - mmaction - INFO - Epoch [244][180/1879] lr: 6.349e-04, eta: 5:51:53, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.3047, loss: 1.3047, grad_norm: 6.5699 2021-07-14 11:55:38,562 - mmaction - INFO - Epoch [244][200/1879] lr: 6.349e-04, eta: 5:51:35, time: 0.836, data_time: 0.005, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8578, loss_cls: 1.3079, loss: 1.3079, grad_norm: 6.5110 2021-07-14 11:55:54,930 - mmaction - INFO - Epoch [244][220/1879] lr: 6.349e-04, eta: 5:51:18, time: 0.818, data_time: 0.003, memory: 6454, top1_acc: 0.7000, top5_acc: 0.8562, loss_cls: 1.3034, loss: 1.3034, grad_norm: 6.4515 2021-07-14 11:56:11,933 - mmaction - INFO - Epoch [244][240/1879] lr: 6.349e-04, eta: 5:51:00, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8508, loss_cls: 1.3764, loss: 1.3764, grad_norm: 6.7528 2021-07-14 11:56:28,995 - mmaction - INFO - Epoch [244][260/1879] lr: 6.349e-04, eta: 5:50:43, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8656, loss_cls: 1.2923, loss: 1.2923, grad_norm: 6.6244 2021-07-14 11:56:46,158 - mmaction - INFO - Epoch [244][280/1879] lr: 6.349e-04, eta: 5:50:25, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6742, top5_acc: 0.8500, loss_cls: 1.3687, loss: 1.3687, grad_norm: 6.8005 2021-07-14 11:57:03,114 - mmaction - INFO - Epoch [244][300/1879] lr: 6.349e-04, eta: 5:50:08, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6738, top5_acc: 0.8633, loss_cls: 1.3144, loss: 1.3144, grad_norm: 6.8065 2021-07-14 11:57:20,074 - mmaction - INFO - Epoch [244][320/1879] lr: 6.349e-04, eta: 5:49:50, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8594, loss_cls: 1.3288, loss: 1.3288, grad_norm: 6.7091 2021-07-14 11:57:37,072 - mmaction - INFO - Epoch [244][340/1879] lr: 6.349e-04, eta: 5:49:33, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8539, loss_cls: 1.3430, loss: 1.3430, grad_norm: 6.4715 2021-07-14 11:57:54,088 - mmaction - INFO - Epoch [244][360/1879] lr: 6.349e-04, eta: 5:49:16, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6684, top5_acc: 0.8461, loss_cls: 1.3882, loss: 1.3882, grad_norm: 6.7114 2021-07-14 11:58:10,939 - mmaction - INFO - Epoch [244][380/1879] lr: 6.349e-04, eta: 5:48:58, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8504, loss_cls: 1.3589, loss: 1.3589, grad_norm: 6.6047 2021-07-14 11:58:27,949 - mmaction - INFO - Epoch [244][400/1879] lr: 6.349e-04, eta: 5:48:41, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6641, top5_acc: 0.8496, loss_cls: 1.4055, loss: 1.4055, grad_norm: 6.7030 2021-07-14 11:58:44,601 - mmaction - INFO - Epoch [244][420/1879] lr: 6.349e-04, eta: 5:48:23, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8531, loss_cls: 1.3556, loss: 1.3556, grad_norm: 6.6314 2021-07-14 11:59:01,637 - mmaction - INFO - Epoch [244][440/1879] lr: 6.349e-04, eta: 5:48:06, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6789, top5_acc: 0.8570, loss_cls: 1.3483, loss: 1.3483, grad_norm: 6.5878 2021-07-14 11:59:18,501 - mmaction - INFO - Epoch [244][460/1879] lr: 6.349e-04, eta: 5:47:48, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8520, loss_cls: 1.3511, loss: 1.3511, grad_norm: 6.5960 2021-07-14 11:59:35,502 - mmaction - INFO - Epoch [244][480/1879] lr: 6.349e-04, eta: 5:47:31, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6910, top5_acc: 0.8574, loss_cls: 1.2993, loss: 1.2993, grad_norm: 6.5495 2021-07-14 11:59:52,277 - mmaction - INFO - Epoch [244][500/1879] lr: 6.349e-04, eta: 5:47:13, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8586, loss_cls: 1.3565, loss: 1.3565, grad_norm: 6.6830 2021-07-14 12:00:18,570 - mmaction - INFO - Epoch [244][520/1879] lr: 6.349e-04, eta: 5:46:57, time: 1.310, data_time: 0.006, memory: 6454, top1_acc: 0.6906, top5_acc: 0.8609, loss_cls: 1.3052, loss: 1.3052, grad_norm: 6.5832 2021-07-14 12:00:35,295 - mmaction - INFO - Epoch [244][540/1879] lr: 6.349e-04, eta: 5:46:39, time: 0.841, data_time: 0.012, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8539, loss_cls: 1.3916, loss: 1.3916, grad_norm: 6.7635 2021-07-14 12:00:52,280 - mmaction - INFO - Epoch [244][560/1879] lr: 6.349e-04, eta: 5:46:22, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8523, loss_cls: 1.3579, loss: 1.3579, grad_norm: 6.6047 2021-07-14 12:01:09,326 - mmaction - INFO - Epoch [244][580/1879] lr: 6.349e-04, eta: 5:46:04, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6844, top5_acc: 0.8586, loss_cls: 1.3228, loss: 1.3228, grad_norm: 6.5049 2021-07-14 12:01:26,297 - mmaction - INFO - Epoch [244][600/1879] lr: 6.349e-04, eta: 5:45:47, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8691, loss_cls: 1.2945, loss: 1.2945, grad_norm: 6.5213 2021-07-14 12:01:43,273 - mmaction - INFO - Epoch [244][620/1879] lr: 6.349e-04, eta: 5:45:29, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6844, top5_acc: 0.8570, loss_cls: 1.3185, loss: 1.3185, grad_norm: 6.5958 2021-07-14 12:02:00,455 - mmaction - INFO - Epoch [244][640/1879] lr: 6.349e-04, eta: 5:45:12, time: 0.860, data_time: 0.002, memory: 6454, top1_acc: 0.7023, top5_acc: 0.8672, loss_cls: 1.2608, loss: 1.2608, grad_norm: 6.5421 2021-07-14 12:02:17,437 - mmaction - INFO - Epoch [244][660/1879] lr: 6.349e-04, eta: 5:44:55, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8508, loss_cls: 1.3819, loss: 1.3819, grad_norm: 6.6232 2021-07-14 12:02:34,335 - mmaction - INFO - Epoch [244][680/1879] lr: 6.349e-04, eta: 5:44:37, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.6809, top5_acc: 0.8547, loss_cls: 1.3157, loss: 1.3157, grad_norm: 6.6332 2021-07-14 12:02:51,329 - mmaction - INFO - Epoch [244][700/1879] lr: 6.349e-04, eta: 5:44:20, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6887, top5_acc: 0.8395, loss_cls: 1.3655, loss: 1.3655, grad_norm: 6.5515 2021-07-14 12:03:08,243 - mmaction - INFO - Epoch [244][720/1879] lr: 6.349e-04, eta: 5:44:02, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8574, loss_cls: 1.3545, loss: 1.3545, grad_norm: 6.7568 2021-07-14 12:03:25,207 - mmaction - INFO - Epoch [244][740/1879] lr: 6.349e-04, eta: 5:43:45, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8551, loss_cls: 1.3221, loss: 1.3221, grad_norm: 6.6383 2021-07-14 12:03:42,247 - mmaction - INFO - Epoch [244][760/1879] lr: 6.349e-04, eta: 5:43:27, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.7000, top5_acc: 0.8688, loss_cls: 1.2489, loss: 1.2489, grad_norm: 6.4768 2021-07-14 12:03:59,154 - mmaction - INFO - Epoch [244][780/1879] lr: 6.349e-04, eta: 5:43:10, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6949, top5_acc: 0.8730, loss_cls: 1.2753, loss: 1.2753, grad_norm: 6.5995 2021-07-14 12:04:16,188 - mmaction - INFO - Epoch [244][800/1879] lr: 6.349e-04, eta: 5:42:52, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8527, loss_cls: 1.3530, loss: 1.3530, grad_norm: 6.6874 2021-07-14 12:04:32,911 - mmaction - INFO - Epoch [244][820/1879] lr: 6.349e-04, eta: 5:42:35, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.7160, top5_acc: 0.8723, loss_cls: 1.2294, loss: 1.2294, grad_norm: 6.3289 2021-07-14 12:04:49,904 - mmaction - INFO - Epoch [244][840/1879] lr: 6.349e-04, eta: 5:42:17, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6758, top5_acc: 0.8426, loss_cls: 1.3471, loss: 1.3471, grad_norm: 6.6433 2021-07-14 12:05:06,763 - mmaction - INFO - Epoch [244][860/1879] lr: 6.349e-04, eta: 5:42:00, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6664, top5_acc: 0.8406, loss_cls: 1.4209, loss: 1.4209, grad_norm: 6.7281 2021-07-14 12:05:23,612 - mmaction - INFO - Epoch [244][880/1879] lr: 6.349e-04, eta: 5:41:42, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8453, loss_cls: 1.3866, loss: 1.3866, grad_norm: 6.9258 2021-07-14 12:05:40,667 - mmaction - INFO - Epoch [244][900/1879] lr: 6.349e-04, eta: 5:41:25, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6707, top5_acc: 0.8496, loss_cls: 1.3830, loss: 1.3830, grad_norm: 6.8390 2021-07-14 12:05:57,447 - mmaction - INFO - Epoch [244][920/1879] lr: 6.349e-04, eta: 5:41:07, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.6785, top5_acc: 0.8539, loss_cls: 1.3281, loss: 1.3281, grad_norm: 6.7173 2021-07-14 12:06:14,484 - mmaction - INFO - Epoch [244][940/1879] lr: 6.349e-04, eta: 5:40:50, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8496, loss_cls: 1.3451, loss: 1.3451, grad_norm: 6.6813 2021-07-14 12:06:31,433 - mmaction - INFO - Epoch [244][960/1879] lr: 6.349e-04, eta: 5:40:32, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8621, loss_cls: 1.2983, loss: 1.2983, grad_norm: 6.6364 2021-07-14 12:06:48,476 - mmaction - INFO - Epoch [244][980/1879] lr: 6.349e-04, eta: 5:40:15, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8633, loss_cls: 1.2934, loss: 1.2934, grad_norm: 6.5188 2021-07-14 12:07:05,040 - mmaction - INFO - Epoch [244][1000/1879] lr: 6.349e-04, eta: 5:39:58, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.3002, loss: 1.3002, grad_norm: 6.5524 2021-07-14 12:07:21,836 - mmaction - INFO - Epoch [244][1020/1879] lr: 6.349e-04, eta: 5:39:40, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8609, loss_cls: 1.3182, loss: 1.3182, grad_norm: 6.6651 2021-07-14 12:07:38,994 - mmaction - INFO - Epoch [244][1040/1879] lr: 6.349e-04, eta: 5:39:23, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6961, top5_acc: 0.8602, loss_cls: 1.2721, loss: 1.2721, grad_norm: 6.4768 2021-07-14 12:07:56,099 - mmaction - INFO - Epoch [244][1060/1879] lr: 6.349e-04, eta: 5:39:05, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8562, loss_cls: 1.3259, loss: 1.3259, grad_norm: 6.6419 2021-07-14 12:08:13,204 - mmaction - INFO - Epoch [244][1080/1879] lr: 6.349e-04, eta: 5:38:48, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.6676, top5_acc: 0.8559, loss_cls: 1.3691, loss: 1.3691, grad_norm: 6.8655 2021-07-14 12:08:30,073 - mmaction - INFO - Epoch [244][1100/1879] lr: 6.349e-04, eta: 5:38:30, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8531, loss_cls: 1.3692, loss: 1.3692, grad_norm: 6.7388 2021-07-14 12:08:46,950 - mmaction - INFO - Epoch [244][1120/1879] lr: 6.349e-04, eta: 5:38:13, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8527, loss_cls: 1.3466, loss: 1.3466, grad_norm: 6.6222 2021-07-14 12:09:03,843 - mmaction - INFO - Epoch [244][1140/1879] lr: 6.349e-04, eta: 5:37:55, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6805, top5_acc: 0.8574, loss_cls: 1.3328, loss: 1.3328, grad_norm: 6.6750 2021-07-14 12:09:21,030 - mmaction - INFO - Epoch [244][1160/1879] lr: 6.349e-04, eta: 5:37:38, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8543, loss_cls: 1.3232, loss: 1.3232, grad_norm: 6.5447 2021-07-14 12:09:37,801 - mmaction - INFO - Epoch [244][1180/1879] lr: 6.349e-04, eta: 5:37:20, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8590, loss_cls: 1.3019, loss: 1.3019, grad_norm: 6.4256 2021-07-14 12:09:54,581 - mmaction - INFO - Epoch [244][1200/1879] lr: 6.349e-04, eta: 5:37:03, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8570, loss_cls: 1.3301, loss: 1.3301, grad_norm: 6.6431 2021-07-14 12:10:11,964 - mmaction - INFO - Epoch [244][1220/1879] lr: 6.349e-04, eta: 5:36:45, time: 0.868, data_time: 0.004, memory: 6454, top1_acc: 0.6687, top5_acc: 0.8484, loss_cls: 1.3803, loss: 1.3803, grad_norm: 6.8358 2021-07-14 12:10:29,057 - mmaction - INFO - Epoch [244][1240/1879] lr: 6.349e-04, eta: 5:36:28, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6852, top5_acc: 0.8598, loss_cls: 1.3456, loss: 1.3456, grad_norm: 6.7040 2021-07-14 12:10:45,848 - mmaction - INFO - Epoch [244][1260/1879] lr: 6.349e-04, eta: 5:36:10, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.6719, top5_acc: 0.8578, loss_cls: 1.3522, loss: 1.3522, grad_norm: 6.8067 2021-07-14 12:11:02,763 - mmaction - INFO - Epoch [244][1280/1879] lr: 6.349e-04, eta: 5:35:53, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8496, loss_cls: 1.3775, loss: 1.3775, grad_norm: 6.6707 2021-07-14 12:11:19,628 - mmaction - INFO - Epoch [244][1300/1879] lr: 6.349e-04, eta: 5:35:36, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8656, loss_cls: 1.2659, loss: 1.2659, grad_norm: 6.5442 2021-07-14 12:11:36,672 - mmaction - INFO - Epoch [244][1320/1879] lr: 6.349e-04, eta: 5:35:18, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8500, loss_cls: 1.3619, loss: 1.3619, grad_norm: 6.6217 2021-07-14 12:11:53,443 - mmaction - INFO - Epoch [244][1340/1879] lr: 6.349e-04, eta: 5:35:01, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6945, top5_acc: 0.8613, loss_cls: 1.3183, loss: 1.3183, grad_norm: 6.5295 2021-07-14 12:12:10,246 - mmaction - INFO - Epoch [244][1360/1879] lr: 6.349e-04, eta: 5:34:43, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8605, loss_cls: 1.2928, loss: 1.2928, grad_norm: 6.6340 2021-07-14 12:12:27,267 - mmaction - INFO - Epoch [244][1380/1879] lr: 6.349e-04, eta: 5:34:26, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8625, loss_cls: 1.3119, loss: 1.3119, grad_norm: 6.4613 2021-07-14 12:12:44,392 - mmaction - INFO - Epoch [244][1400/1879] lr: 6.349e-04, eta: 5:34:08, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8516, loss_cls: 1.3584, loss: 1.3584, grad_norm: 6.5922 2021-07-14 12:13:00,956 - mmaction - INFO - Epoch [244][1420/1879] lr: 6.349e-04, eta: 5:33:51, time: 0.828, data_time: 0.001, memory: 6454, top1_acc: 0.6875, top5_acc: 0.8590, loss_cls: 1.2895, loss: 1.2895, grad_norm: 6.4310 2021-07-14 12:13:17,855 - mmaction - INFO - Epoch [244][1440/1879] lr: 6.349e-04, eta: 5:33:33, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8469, loss_cls: 1.3871, loss: 1.3871, grad_norm: 6.7488 2021-07-14 12:13:34,667 - mmaction - INFO - Epoch [244][1460/1879] lr: 6.349e-04, eta: 5:33:16, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.6910, top5_acc: 0.8594, loss_cls: 1.3164, loss: 1.3164, grad_norm: 6.4293 2021-07-14 12:13:51,812 - mmaction - INFO - Epoch [244][1480/1879] lr: 6.349e-04, eta: 5:32:58, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.7027, top5_acc: 0.8578, loss_cls: 1.3111, loss: 1.3111, grad_norm: 6.4790 2021-07-14 12:14:08,958 - mmaction - INFO - Epoch [244][1500/1879] lr: 6.349e-04, eta: 5:32:41, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8586, loss_cls: 1.3203, loss: 1.3203, grad_norm: 6.6629 2021-07-14 12:14:25,995 - mmaction - INFO - Epoch [244][1520/1879] lr: 6.349e-04, eta: 5:32:23, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6844, top5_acc: 0.8598, loss_cls: 1.3277, loss: 1.3277, grad_norm: 6.5738 2021-07-14 12:14:42,810 - mmaction - INFO - Epoch [244][1540/1879] lr: 6.349e-04, eta: 5:32:06, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8574, loss_cls: 1.3142, loss: 1.3142, grad_norm: 6.6397 2021-07-14 12:14:59,377 - mmaction - INFO - Epoch [244][1560/1879] lr: 6.349e-04, eta: 5:31:48, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8574, loss_cls: 1.3428, loss: 1.3428, grad_norm: 6.6100 2021-07-14 12:15:16,154 - mmaction - INFO - Epoch [244][1580/1879] lr: 6.349e-04, eta: 5:31:31, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8520, loss_cls: 1.3720, loss: 1.3720, grad_norm: 6.5239 2021-07-14 12:15:33,210 - mmaction - INFO - Epoch [244][1600/1879] lr: 6.349e-04, eta: 5:31:13, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6785, top5_acc: 0.8613, loss_cls: 1.3416, loss: 1.3416, grad_norm: 6.6201 2021-07-14 12:15:50,191 - mmaction - INFO - Epoch [244][1620/1879] lr: 6.349e-04, eta: 5:30:56, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8660, loss_cls: 1.2633, loss: 1.2633, grad_norm: 6.4564 2021-07-14 12:16:06,950 - mmaction - INFO - Epoch [244][1640/1879] lr: 6.349e-04, eta: 5:30:39, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8535, loss_cls: 1.3658, loss: 1.3658, grad_norm: 6.7135 2021-07-14 12:16:23,741 - mmaction - INFO - Epoch [244][1660/1879] lr: 6.349e-04, eta: 5:30:21, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6809, top5_acc: 0.8570, loss_cls: 1.3428, loss: 1.3428, grad_norm: 6.5914 2021-07-14 12:16:40,924 - mmaction - INFO - Epoch [244][1680/1879] lr: 6.349e-04, eta: 5:30:04, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8613, loss_cls: 1.2774, loss: 1.2774, grad_norm: 6.4757 2021-07-14 12:16:57,548 - mmaction - INFO - Epoch [244][1700/1879] lr: 6.349e-04, eta: 5:29:46, time: 0.836, data_time: 0.006, memory: 6454, top1_acc: 0.6656, top5_acc: 0.8500, loss_cls: 1.3782, loss: 1.3782, grad_norm: 6.7453 2021-07-14 12:17:14,639 - mmaction - INFO - Epoch [244][1720/1879] lr: 6.349e-04, eta: 5:29:29, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8527, loss_cls: 1.3424, loss: 1.3424, grad_norm: 6.6177 2021-07-14 12:17:31,748 - mmaction - INFO - Epoch [244][1740/1879] lr: 6.349e-04, eta: 5:29:11, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6992, top5_acc: 0.8555, loss_cls: 1.2907, loss: 1.2907, grad_norm: 6.5922 2021-07-14 12:17:48,325 - mmaction - INFO - Epoch [244][1760/1879] lr: 6.349e-04, eta: 5:28:54, time: 0.828, data_time: 0.005, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8559, loss_cls: 1.3307, loss: 1.3307, grad_norm: 6.6816 2021-07-14 12:18:05,314 - mmaction - INFO - Epoch [244][1780/1879] lr: 6.349e-04, eta: 5:28:36, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8512, loss_cls: 1.3835, loss: 1.3835, grad_norm: 6.7391 2021-07-14 12:18:22,075 - mmaction - INFO - Epoch [244][1800/1879] lr: 6.349e-04, eta: 5:28:19, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.6844, top5_acc: 0.8531, loss_cls: 1.3135, loss: 1.3135, grad_norm: 6.5460 2021-07-14 12:18:38,968 - mmaction - INFO - Epoch [244][1820/1879] lr: 6.349e-04, eta: 5:28:01, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3462, loss: 1.3462, grad_norm: 6.6932 2021-07-14 12:18:56,069 - mmaction - INFO - Epoch [244][1840/1879] lr: 6.349e-04, eta: 5:27:44, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8535, loss_cls: 1.3427, loss: 1.3427, grad_norm: 6.5477 2021-07-14 12:19:13,185 - mmaction - INFO - Epoch [244][1860/1879] lr: 6.349e-04, eta: 5:27:26, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8539, loss_cls: 1.3425, loss: 1.3425, grad_norm: 6.5507 2021-07-14 12:19:48,935 - mmaction - INFO - Saving checkpoint at 244 epochs 2021-07-14 12:21:47,737 - mmaction - INFO - Epoch [245][20/1879] lr: 5.412e-04, eta: 5:27:02, time: 5.875, data_time: 4.938, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8582, loss_cls: 1.3372, loss: 1.3372, grad_norm: 6.6092 2021-07-14 12:22:04,165 - mmaction - INFO - Epoch [245][40/1879] lr: 5.412e-04, eta: 5:26:44, time: 0.821, data_time: 0.003, memory: 6454, top1_acc: 0.6785, top5_acc: 0.8543, loss_cls: 1.3604, loss: 1.3604, grad_norm: 6.6906 2021-07-14 12:22:20,602 - mmaction - INFO - Epoch [245][60/1879] lr: 5.412e-04, eta: 5:26:27, time: 0.821, data_time: 0.001, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8477, loss_cls: 1.3678, loss: 1.3678, grad_norm: 6.7273 2021-07-14 12:22:36,971 - mmaction - INFO - Epoch [245][80/1879] lr: 5.412e-04, eta: 5:26:09, time: 0.819, data_time: 0.001, memory: 6454, top1_acc: 0.6809, top5_acc: 0.8625, loss_cls: 1.3066, loss: 1.3066, grad_norm: 6.4705 2021-07-14 12:22:53,921 - mmaction - INFO - Epoch [245][100/1879] lr: 5.412e-04, eta: 5:25:52, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8469, loss_cls: 1.3519, loss: 1.3519, grad_norm: 6.6614 2021-07-14 12:23:10,660 - mmaction - INFO - Epoch [245][120/1879] lr: 5.412e-04, eta: 5:25:34, time: 0.839, data_time: 0.007, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8559, loss_cls: 1.3364, loss: 1.3364, grad_norm: 6.7256 2021-07-14 12:23:27,215 - mmaction - INFO - Epoch [245][140/1879] lr: 5.412e-04, eta: 5:25:17, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.6785, top5_acc: 0.8461, loss_cls: 1.3562, loss: 1.3562, grad_norm: 6.6909 2021-07-14 12:23:44,089 - mmaction - INFO - Epoch [245][160/1879] lr: 5.412e-04, eta: 5:24:59, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8551, loss_cls: 1.3367, loss: 1.3367, grad_norm: 6.7769 2021-07-14 12:24:00,613 - mmaction - INFO - Epoch [245][180/1879] lr: 5.412e-04, eta: 5:24:42, time: 0.831, data_time: 0.006, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8531, loss_cls: 1.3387, loss: 1.3387, grad_norm: 6.5592 2021-07-14 12:24:17,193 - mmaction - INFO - Epoch [245][200/1879] lr: 5.412e-04, eta: 5:24:24, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8539, loss_cls: 1.3507, loss: 1.3507, grad_norm: 6.6763 2021-07-14 12:24:34,255 - mmaction - INFO - Epoch [245][220/1879] lr: 5.412e-04, eta: 5:24:07, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.7012, top5_acc: 0.8629, loss_cls: 1.2937, loss: 1.2937, grad_norm: 6.4853 2021-07-14 12:24:51,102 - mmaction - INFO - Epoch [245][240/1879] lr: 5.412e-04, eta: 5:23:49, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8582, loss_cls: 1.3549, loss: 1.3549, grad_norm: 6.6187 2021-07-14 12:25:08,288 - mmaction - INFO - Epoch [245][260/1879] lr: 5.412e-04, eta: 5:23:32, time: 0.856, data_time: 0.007, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8582, loss_cls: 1.3115, loss: 1.3115, grad_norm: 6.7569 2021-07-14 12:25:25,345 - mmaction - INFO - Epoch [245][280/1879] lr: 5.412e-04, eta: 5:23:14, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8574, loss_cls: 1.3128, loss: 1.3128, grad_norm: 6.6272 2021-07-14 12:25:42,022 - mmaction - INFO - Epoch [245][300/1879] lr: 5.412e-04, eta: 5:22:57, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8652, loss_cls: 1.2803, loss: 1.2803, grad_norm: 6.4939 2021-07-14 12:25:59,091 - mmaction - INFO - Epoch [245][320/1879] lr: 5.412e-04, eta: 5:22:39, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8609, loss_cls: 1.3257, loss: 1.3257, grad_norm: 6.9044 2021-07-14 12:26:16,184 - mmaction - INFO - Epoch [245][340/1879] lr: 5.412e-04, eta: 5:22:22, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8496, loss_cls: 1.3507, loss: 1.3507, grad_norm: 6.7212 2021-07-14 12:26:33,050 - mmaction - INFO - Epoch [245][360/1879] lr: 5.412e-04, eta: 5:22:04, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6668, top5_acc: 0.8543, loss_cls: 1.3653, loss: 1.3653, grad_norm: 6.7989 2021-07-14 12:26:50,080 - mmaction - INFO - Epoch [245][380/1879] lr: 5.412e-04, eta: 5:21:47, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8629, loss_cls: 1.3154, loss: 1.3154, grad_norm: 6.6586 2021-07-14 12:27:06,988 - mmaction - INFO - Epoch [245][400/1879] lr: 5.412e-04, eta: 5:21:29, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.6684, top5_acc: 0.8551, loss_cls: 1.3882, loss: 1.3882, grad_norm: 6.7987 2021-07-14 12:27:24,191 - mmaction - INFO - Epoch [245][420/1879] lr: 5.412e-04, eta: 5:21:12, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8578, loss_cls: 1.3228, loss: 1.3228, grad_norm: 6.5963 2021-07-14 12:27:41,142 - mmaction - INFO - Epoch [245][440/1879] lr: 5.412e-04, eta: 5:20:55, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8559, loss_cls: 1.3288, loss: 1.3288, grad_norm: 6.6999 2021-07-14 12:27:57,643 - mmaction - INFO - Epoch [245][460/1879] lr: 5.412e-04, eta: 5:20:37, time: 0.824, data_time: 0.003, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8508, loss_cls: 1.3489, loss: 1.3489, grad_norm: 6.6665 2021-07-14 12:28:14,760 - mmaction - INFO - Epoch [245][480/1879] lr: 5.412e-04, eta: 5:20:20, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8633, loss_cls: 1.3150, loss: 1.3150, grad_norm: 6.6268 2021-07-14 12:28:31,647 - mmaction - INFO - Epoch [245][500/1879] lr: 5.412e-04, eta: 5:20:02, time: 0.848, data_time: 0.007, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8539, loss_cls: 1.3387, loss: 1.3387, grad_norm: 6.6894 2021-07-14 12:28:48,662 - mmaction - INFO - Epoch [245][520/1879] lr: 5.412e-04, eta: 5:19:45, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8559, loss_cls: 1.3082, loss: 1.3082, grad_norm: 6.6688 2021-07-14 12:29:05,671 - mmaction - INFO - Epoch [245][540/1879] lr: 5.412e-04, eta: 5:19:27, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6789, top5_acc: 0.8578, loss_cls: 1.3381, loss: 1.3381, grad_norm: 6.6181 2021-07-14 12:29:22,454 - mmaction - INFO - Epoch [245][560/1879] lr: 5.412e-04, eta: 5:19:10, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8539, loss_cls: 1.3360, loss: 1.3360, grad_norm: 6.6535 2021-07-14 12:29:39,481 - mmaction - INFO - Epoch [245][580/1879] lr: 5.412e-04, eta: 5:18:52, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8578, loss_cls: 1.3529, loss: 1.3529, grad_norm: 6.7012 2021-07-14 12:29:56,658 - mmaction - INFO - Epoch [245][600/1879] lr: 5.412e-04, eta: 5:18:35, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8531, loss_cls: 1.3294, loss: 1.3294, grad_norm: 6.7390 2021-07-14 12:30:13,606 - mmaction - INFO - Epoch [245][620/1879] lr: 5.412e-04, eta: 5:18:17, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8637, loss_cls: 1.2782, loss: 1.2782, grad_norm: 6.6046 2021-07-14 12:30:30,215 - mmaction - INFO - Epoch [245][640/1879] lr: 5.412e-04, eta: 5:18:00, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.6961, top5_acc: 0.8641, loss_cls: 1.2725, loss: 1.2725, grad_norm: 6.4962 2021-07-14 12:30:46,806 - mmaction - INFO - Epoch [245][660/1879] lr: 5.412e-04, eta: 5:17:42, time: 0.827, data_time: 0.004, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.2927, loss: 1.2927, grad_norm: 6.6669 2021-07-14 12:31:03,497 - mmaction - INFO - Epoch [245][680/1879] lr: 5.412e-04, eta: 5:17:25, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.3168, loss: 1.3168, grad_norm: 6.7047 2021-07-14 12:31:20,682 - mmaction - INFO - Epoch [245][700/1879] lr: 5.412e-04, eta: 5:17:07, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8520, loss_cls: 1.3608, loss: 1.3608, grad_norm: 6.6392 2021-07-14 12:31:37,760 - mmaction - INFO - Epoch [245][720/1879] lr: 5.412e-04, eta: 5:16:50, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8598, loss_cls: 1.3529, loss: 1.3529, grad_norm: 6.8206 2021-07-14 12:31:54,832 - mmaction - INFO - Epoch [245][740/1879] lr: 5.412e-04, eta: 5:16:32, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8457, loss_cls: 1.3916, loss: 1.3916, grad_norm: 6.7755 2021-07-14 12:32:11,906 - mmaction - INFO - Epoch [245][760/1879] lr: 5.412e-04, eta: 5:16:15, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6805, top5_acc: 0.8461, loss_cls: 1.3666, loss: 1.3666, grad_norm: 6.6980 2021-07-14 12:32:28,821 - mmaction - INFO - Epoch [245][780/1879] lr: 5.412e-04, eta: 5:15:58, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8730, loss_cls: 1.2728, loss: 1.2728, grad_norm: 6.5966 2021-07-14 12:32:45,825 - mmaction - INFO - Epoch [245][800/1879] lr: 5.412e-04, eta: 5:15:40, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6742, top5_acc: 0.8496, loss_cls: 1.3811, loss: 1.3811, grad_norm: 6.6767 2021-07-14 12:33:02,849 - mmaction - INFO - Epoch [245][820/1879] lr: 5.412e-04, eta: 5:15:23, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8676, loss_cls: 1.2757, loss: 1.2757, grad_norm: 6.5117 2021-07-14 12:33:19,884 - mmaction - INFO - Epoch [245][840/1879] lr: 5.412e-04, eta: 5:15:05, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6742, top5_acc: 0.8535, loss_cls: 1.3717, loss: 1.3717, grad_norm: 6.6871 2021-07-14 12:33:36,540 - mmaction - INFO - Epoch [245][860/1879] lr: 5.412e-04, eta: 5:14:48, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8645, loss_cls: 1.2912, loss: 1.2912, grad_norm: 6.4644 2021-07-14 12:33:53,609 - mmaction - INFO - Epoch [245][880/1879] lr: 5.412e-04, eta: 5:14:30, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6789, top5_acc: 0.8523, loss_cls: 1.3769, loss: 1.3769, grad_norm: 6.8120 2021-07-14 12:34:10,744 - mmaction - INFO - Epoch [245][900/1879] lr: 5.412e-04, eta: 5:14:13, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8516, loss_cls: 1.3663, loss: 1.3663, grad_norm: 6.6721 2021-07-14 12:34:27,619 - mmaction - INFO - Epoch [245][920/1879] lr: 5.412e-04, eta: 5:13:55, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6910, top5_acc: 0.8551, loss_cls: 1.3387, loss: 1.3387, grad_norm: 6.6953 2021-07-14 12:34:44,712 - mmaction - INFO - Epoch [245][940/1879] lr: 5.412e-04, eta: 5:13:38, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8613, loss_cls: 1.2725, loss: 1.2725, grad_norm: 6.4713 2021-07-14 12:35:01,756 - mmaction - INFO - Epoch [245][960/1879] lr: 5.412e-04, eta: 5:13:20, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8578, loss_cls: 1.3142, loss: 1.3142, grad_norm: 6.8502 2021-07-14 12:35:19,005 - mmaction - INFO - Epoch [245][980/1879] lr: 5.412e-04, eta: 5:13:03, time: 0.859, data_time: 0.002, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8438, loss_cls: 1.3569, loss: 1.3569, grad_norm: 6.6627 2021-07-14 12:35:36,186 - mmaction - INFO - Epoch [245][1000/1879] lr: 5.412e-04, eta: 5:12:45, time: 0.862, data_time: 0.006, memory: 6454, top1_acc: 0.6582, top5_acc: 0.8523, loss_cls: 1.3684, loss: 1.3684, grad_norm: 6.8647 2021-07-14 12:35:53,366 - mmaction - INFO - Epoch [245][1020/1879] lr: 5.412e-04, eta: 5:12:28, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8496, loss_cls: 1.3821, loss: 1.3821, grad_norm: 6.8670 2021-07-14 12:36:10,487 - mmaction - INFO - Epoch [245][1040/1879] lr: 5.412e-04, eta: 5:12:11, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8602, loss_cls: 1.3023, loss: 1.3023, grad_norm: 6.4782 2021-07-14 12:36:27,776 - mmaction - INFO - Epoch [245][1060/1879] lr: 5.412e-04, eta: 5:11:53, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.6906, top5_acc: 0.8559, loss_cls: 1.3293, loss: 1.3293, grad_norm: 6.6514 2021-07-14 12:36:44,646 - mmaction - INFO - Epoch [245][1080/1879] lr: 5.412e-04, eta: 5:11:36, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.7000, top5_acc: 0.8664, loss_cls: 1.2977, loss: 1.2977, grad_norm: 6.5753 2021-07-14 12:37:01,395 - mmaction - INFO - Epoch [245][1100/1879] lr: 5.412e-04, eta: 5:11:18, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.7008, top5_acc: 0.8605, loss_cls: 1.2958, loss: 1.2958, grad_norm: 6.4830 2021-07-14 12:37:18,322 - mmaction - INFO - Epoch [245][1120/1879] lr: 5.412e-04, eta: 5:11:01, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8516, loss_cls: 1.3204, loss: 1.3204, grad_norm: 6.5958 2021-07-14 12:37:35,274 - mmaction - INFO - Epoch [245][1140/1879] lr: 5.412e-04, eta: 5:10:43, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8633, loss_cls: 1.3075, loss: 1.3075, grad_norm: 6.5996 2021-07-14 12:37:52,329 - mmaction - INFO - Epoch [245][1160/1879] lr: 5.412e-04, eta: 5:10:26, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6672, top5_acc: 0.8492, loss_cls: 1.3689, loss: 1.3689, grad_norm: 6.5893 2021-07-14 12:38:09,273 - mmaction - INFO - Epoch [245][1180/1879] lr: 5.412e-04, eta: 5:10:08, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8504, loss_cls: 1.3604, loss: 1.3604, grad_norm: 6.5965 2021-07-14 12:38:26,241 - mmaction - INFO - Epoch [245][1200/1879] lr: 5.412e-04, eta: 5:09:51, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8574, loss_cls: 1.3419, loss: 1.3419, grad_norm: 6.8007 2021-07-14 12:38:43,218 - mmaction - INFO - Epoch [245][1220/1879] lr: 5.412e-04, eta: 5:09:33, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8645, loss_cls: 1.3148, loss: 1.3148, grad_norm: 6.6403 2021-07-14 12:39:00,227 - mmaction - INFO - Epoch [245][1240/1879] lr: 5.412e-04, eta: 5:09:16, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.6625, top5_acc: 0.8383, loss_cls: 1.4356, loss: 1.4356, grad_norm: 6.8435 2021-07-14 12:39:17,497 - mmaction - INFO - Epoch [245][1260/1879] lr: 5.412e-04, eta: 5:08:59, time: 0.867, data_time: 0.005, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8707, loss_cls: 1.2860, loss: 1.2860, grad_norm: 6.7814 2021-07-14 12:39:34,550 - mmaction - INFO - Epoch [245][1280/1879] lr: 5.412e-04, eta: 5:08:41, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.6758, top5_acc: 0.8520, loss_cls: 1.4158, loss: 1.4158, grad_norm: 6.8966 2021-07-14 12:39:51,539 - mmaction - INFO - Epoch [245][1300/1879] lr: 5.412e-04, eta: 5:08:24, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8547, loss_cls: 1.3305, loss: 1.3305, grad_norm: 6.6868 2021-07-14 12:40:08,870 - mmaction - INFO - Epoch [245][1320/1879] lr: 5.412e-04, eta: 5:08:06, time: 0.863, data_time: 0.001, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8629, loss_cls: 1.2958, loss: 1.2958, grad_norm: 6.6091 2021-07-14 12:40:26,129 - mmaction - INFO - Epoch [245][1340/1879] lr: 5.412e-04, eta: 5:07:49, time: 0.865, data_time: 0.004, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8539, loss_cls: 1.3497, loss: 1.3497, grad_norm: 6.6872 2021-07-14 12:40:43,385 - mmaction - INFO - Epoch [245][1360/1879] lr: 5.412e-04, eta: 5:07:31, time: 0.864, data_time: 0.006, memory: 6454, top1_acc: 0.7008, top5_acc: 0.8574, loss_cls: 1.3083, loss: 1.3083, grad_norm: 6.6475 2021-07-14 12:41:00,372 - mmaction - INFO - Epoch [245][1380/1879] lr: 5.412e-04, eta: 5:07:14, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8621, loss_cls: 1.2753, loss: 1.2753, grad_norm: 6.4995 2021-07-14 12:41:17,522 - mmaction - INFO - Epoch [245][1400/1879] lr: 5.412e-04, eta: 5:06:56, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8582, loss_cls: 1.3322, loss: 1.3322, grad_norm: 6.6332 2021-07-14 12:41:34,157 - mmaction - INFO - Epoch [245][1420/1879] lr: 5.412e-04, eta: 5:06:39, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8480, loss_cls: 1.3415, loss: 1.3415, grad_norm: 6.7109 2021-07-14 12:41:50,715 - mmaction - INFO - Epoch [245][1440/1879] lr: 5.412e-04, eta: 5:06:21, time: 0.827, data_time: 0.004, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.2941, loss: 1.2941, grad_norm: 6.5677 2021-07-14 12:42:07,301 - mmaction - INFO - Epoch [245][1460/1879] lr: 5.412e-04, eta: 5:06:04, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8609, loss_cls: 1.3023, loss: 1.3023, grad_norm: 6.5898 2021-07-14 12:42:24,158 - mmaction - INFO - Epoch [245][1480/1879] lr: 5.412e-04, eta: 5:05:46, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8688, loss_cls: 1.2943, loss: 1.2943, grad_norm: 6.6678 2021-07-14 12:42:41,086 - mmaction - INFO - Epoch [245][1500/1879] lr: 5.412e-04, eta: 5:05:29, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8586, loss_cls: 1.3073, loss: 1.3073, grad_norm: 6.6734 2021-07-14 12:42:57,828 - mmaction - INFO - Epoch [245][1520/1879] lr: 5.412e-04, eta: 5:05:11, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8578, loss_cls: 1.3062, loss: 1.3062, grad_norm: 6.6490 2021-07-14 12:43:14,553 - mmaction - INFO - Epoch [245][1540/1879] lr: 5.412e-04, eta: 5:04:54, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8605, loss_cls: 1.3148, loss: 1.3148, grad_norm: 6.6351 2021-07-14 12:43:31,725 - mmaction - INFO - Epoch [245][1560/1879] lr: 5.412e-04, eta: 5:04:37, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8516, loss_cls: 1.3491, loss: 1.3491, grad_norm: 6.7426 2021-07-14 12:43:48,684 - mmaction - INFO - Epoch [245][1580/1879] lr: 5.412e-04, eta: 5:04:19, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8578, loss_cls: 1.3543, loss: 1.3543, grad_norm: 6.7026 2021-07-14 12:44:05,534 - mmaction - INFO - Epoch [245][1600/1879] lr: 5.412e-04, eta: 5:04:02, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8629, loss_cls: 1.3241, loss: 1.3241, grad_norm: 6.6795 2021-07-14 12:44:22,565 - mmaction - INFO - Epoch [245][1620/1879] lr: 5.412e-04, eta: 5:03:44, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8523, loss_cls: 1.3356, loss: 1.3356, grad_norm: 6.7660 2021-07-14 12:44:39,534 - mmaction - INFO - Epoch [245][1640/1879] lr: 5.412e-04, eta: 5:03:27, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8582, loss_cls: 1.3398, loss: 1.3398, grad_norm: 6.7225 2021-07-14 12:44:56,746 - mmaction - INFO - Epoch [245][1660/1879] lr: 5.412e-04, eta: 5:03:09, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8562, loss_cls: 1.3439, loss: 1.3439, grad_norm: 6.5979 2021-07-14 12:45:13,854 - mmaction - INFO - Epoch [245][1680/1879] lr: 5.412e-04, eta: 5:02:52, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6887, top5_acc: 0.8672, loss_cls: 1.2641, loss: 1.2641, grad_norm: 6.6322 2021-07-14 12:45:30,871 - mmaction - INFO - Epoch [245][1700/1879] lr: 5.412e-04, eta: 5:02:34, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6926, top5_acc: 0.8621, loss_cls: 1.2961, loss: 1.2961, grad_norm: 6.7017 2021-07-14 12:45:47,690 - mmaction - INFO - Epoch [245][1720/1879] lr: 5.412e-04, eta: 5:02:17, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6703, top5_acc: 0.8430, loss_cls: 1.3986, loss: 1.3986, grad_norm: 6.8594 2021-07-14 12:46:04,487 - mmaction - INFO - Epoch [245][1740/1879] lr: 5.412e-04, eta: 5:01:59, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8586, loss_cls: 1.3259, loss: 1.3259, grad_norm: 6.8302 2021-07-14 12:46:21,288 - mmaction - INFO - Epoch [245][1760/1879] lr: 5.412e-04, eta: 5:01:42, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.6750, top5_acc: 0.8492, loss_cls: 1.3711, loss: 1.3711, grad_norm: 6.8127 2021-07-14 12:46:38,226 - mmaction - INFO - Epoch [245][1780/1879] lr: 5.412e-04, eta: 5:01:24, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8598, loss_cls: 1.3320, loss: 1.3320, grad_norm: 6.7452 2021-07-14 12:46:55,263 - mmaction - INFO - Epoch [245][1800/1879] lr: 5.412e-04, eta: 5:01:07, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6875, top5_acc: 0.8621, loss_cls: 1.2837, loss: 1.2837, grad_norm: 6.6077 2021-07-14 12:47:12,425 - mmaction - INFO - Epoch [245][1820/1879] lr: 5.412e-04, eta: 5:00:50, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8570, loss_cls: 1.3286, loss: 1.3286, grad_norm: 6.6547 2021-07-14 12:47:29,353 - mmaction - INFO - Epoch [245][1840/1879] lr: 5.412e-04, eta: 5:00:32, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8566, loss_cls: 1.3245, loss: 1.3245, grad_norm: 6.8483 2021-07-14 12:47:46,110 - mmaction - INFO - Epoch [245][1860/1879] lr: 5.412e-04, eta: 5:00:15, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8598, loss_cls: 1.2905, loss: 1.2905, grad_norm: 6.5519 2021-07-14 12:51:04,046 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-14 12:51:04,993 - mmaction - INFO - top1_acc 0.6835 top5_acc 0.8788 2021-07-14 12:51:04,993 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-14 12:51:05,154 - mmaction - INFO - mean_acc 0.6834 2021-07-14 12:51:05,165 - mmaction - INFO - Epoch(val) [245][155] top1_acc: 0.6835, top5_acc: 0.8788, mean_class_accuracy: 0.6834 2021-07-14 12:51:59,173 - mmaction - INFO - Epoch [246][20/1879] lr: 4.549e-04, eta: 4:59:43, time: 2.699, data_time: 1.733, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8523, loss_cls: 1.3759, loss: 1.3759, grad_norm: 6.8014 2021-07-14 12:52:15,638 - mmaction - INFO - Epoch [246][40/1879] lr: 4.549e-04, eta: 4:59:25, time: 0.823, data_time: 0.004, memory: 6454, top1_acc: 0.6977, top5_acc: 0.8602, loss_cls: 1.2939, loss: 1.2939, grad_norm: 6.6380 2021-07-14 12:52:32,371 - mmaction - INFO - Epoch [246][60/1879] lr: 4.549e-04, eta: 4:59:08, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8496, loss_cls: 1.3686, loss: 1.3686, grad_norm: 6.8922 2021-07-14 12:52:49,544 - mmaction - INFO - Epoch [246][80/1879] lr: 4.549e-04, eta: 4:58:50, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8449, loss_cls: 1.3637, loss: 1.3637, grad_norm: 6.6750 2021-07-14 12:53:06,372 - mmaction - INFO - Epoch [246][100/1879] lr: 4.549e-04, eta: 4:58:33, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8598, loss_cls: 1.3234, loss: 1.3234, grad_norm: 6.7498 2021-07-14 12:53:23,244 - mmaction - INFO - Epoch [246][120/1879] lr: 4.549e-04, eta: 4:58:15, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8605, loss_cls: 1.3093, loss: 1.3093, grad_norm: 6.5638 2021-07-14 12:53:39,998 - mmaction - INFO - Epoch [246][140/1879] lr: 4.549e-04, eta: 4:57:58, time: 0.838, data_time: 0.002, memory: 6454, top1_acc: 0.6937, top5_acc: 0.8648, loss_cls: 1.2736, loss: 1.2736, grad_norm: 6.5834 2021-07-14 12:53:56,752 - mmaction - INFO - Epoch [246][160/1879] lr: 4.549e-04, eta: 4:57:40, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.6988, top5_acc: 0.8715, loss_cls: 1.2572, loss: 1.2572, grad_norm: 6.6524 2021-07-14 12:54:13,757 - mmaction - INFO - Epoch [246][180/1879] lr: 4.549e-04, eta: 4:57:23, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8578, loss_cls: 1.3773, loss: 1.3773, grad_norm: 6.7979 2021-07-14 12:54:30,589 - mmaction - INFO - Epoch [246][200/1879] lr: 4.549e-04, eta: 4:57:05, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6809, top5_acc: 0.8602, loss_cls: 1.3294, loss: 1.3294, grad_norm: 6.7632 2021-07-14 12:54:47,553 - mmaction - INFO - Epoch [246][220/1879] lr: 4.549e-04, eta: 4:56:48, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8574, loss_cls: 1.3293, loss: 1.3293, grad_norm: 6.7969 2021-07-14 12:55:04,604 - mmaction - INFO - Epoch [246][240/1879] lr: 4.549e-04, eta: 4:56:30, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8598, loss_cls: 1.3088, loss: 1.3088, grad_norm: 6.6629 2021-07-14 12:55:21,091 - mmaction - INFO - Epoch [246][260/1879] lr: 4.549e-04, eta: 4:56:13, time: 0.825, data_time: 0.002, memory: 6454, top1_acc: 0.6699, top5_acc: 0.8590, loss_cls: 1.3468, loss: 1.3468, grad_norm: 6.7640 2021-07-14 12:55:38,296 - mmaction - INFO - Epoch [246][280/1879] lr: 4.549e-04, eta: 4:55:55, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.6727, top5_acc: 0.8504, loss_cls: 1.3522, loss: 1.3522, grad_norm: 6.6952 2021-07-14 12:55:55,199 - mmaction - INFO - Epoch [246][300/1879] lr: 4.549e-04, eta: 4:55:38, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8535, loss_cls: 1.3441, loss: 1.3441, grad_norm: 6.7988 2021-07-14 12:56:12,120 - mmaction - INFO - Epoch [246][320/1879] lr: 4.549e-04, eta: 4:55:21, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.6805, top5_acc: 0.8570, loss_cls: 1.3482, loss: 1.3482, grad_norm: 6.8552 2021-07-14 12:56:29,196 - mmaction - INFO - Epoch [246][340/1879] lr: 4.549e-04, eta: 4:55:03, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8609, loss_cls: 1.2912, loss: 1.2912, grad_norm: 6.5962 2021-07-14 12:56:45,950 - mmaction - INFO - Epoch [246][360/1879] lr: 4.549e-04, eta: 4:54:46, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8508, loss_cls: 1.3462, loss: 1.3462, grad_norm: 6.5167 2021-07-14 12:57:02,982 - mmaction - INFO - Epoch [246][380/1879] lr: 4.549e-04, eta: 4:54:28, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8594, loss_cls: 1.3030, loss: 1.3030, grad_norm: 6.7187 2021-07-14 12:57:20,225 - mmaction - INFO - Epoch [246][400/1879] lr: 4.549e-04, eta: 4:54:11, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8574, loss_cls: 1.3241, loss: 1.3241, grad_norm: 6.7054 2021-07-14 12:57:37,264 - mmaction - INFO - Epoch [246][420/1879] lr: 4.549e-04, eta: 4:53:53, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6887, top5_acc: 0.8562, loss_cls: 1.3102, loss: 1.3102, grad_norm: 6.6422 2021-07-14 12:57:54,455 - mmaction - INFO - Epoch [246][440/1879] lr: 4.549e-04, eta: 4:53:36, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8492, loss_cls: 1.3657, loss: 1.3657, grad_norm: 6.8965 2021-07-14 12:58:11,280 - mmaction - INFO - Epoch [246][460/1879] lr: 4.549e-04, eta: 4:53:18, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8465, loss_cls: 1.3773, loss: 1.3773, grad_norm: 6.7445 2021-07-14 12:58:28,201 - mmaction - INFO - Epoch [246][480/1879] lr: 4.549e-04, eta: 4:53:01, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2721, loss: 1.2721, grad_norm: 6.5901 2021-07-14 12:58:45,316 - mmaction - INFO - Epoch [246][500/1879] lr: 4.549e-04, eta: 4:52:43, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6980, top5_acc: 0.8594, loss_cls: 1.3092, loss: 1.3092, grad_norm: 6.7166 2021-07-14 12:59:02,404 - mmaction - INFO - Epoch [246][520/1879] lr: 4.549e-04, eta: 4:52:26, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8457, loss_cls: 1.3549, loss: 1.3549, grad_norm: 6.5488 2021-07-14 12:59:19,339 - mmaction - INFO - Epoch [246][540/1879] lr: 4.549e-04, eta: 4:52:09, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.3053, loss: 1.3053, grad_norm: 6.8430 2021-07-14 12:59:36,398 - mmaction - INFO - Epoch [246][560/1879] lr: 4.549e-04, eta: 4:51:51, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8504, loss_cls: 1.4054, loss: 1.4054, grad_norm: 6.8952 2021-07-14 12:59:53,311 - mmaction - INFO - Epoch [246][580/1879] lr: 4.549e-04, eta: 4:51:34, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6937, top5_acc: 0.8652, loss_cls: 1.2880, loss: 1.2880, grad_norm: 6.7204 2021-07-14 13:00:10,373 - mmaction - INFO - Epoch [246][600/1879] lr: 4.549e-04, eta: 4:51:16, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8590, loss_cls: 1.3001, loss: 1.3001, grad_norm: 6.7502 2021-07-14 13:00:27,355 - mmaction - INFO - Epoch [246][620/1879] lr: 4.549e-04, eta: 4:50:59, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6844, top5_acc: 0.8629, loss_cls: 1.3011, loss: 1.3011, grad_norm: 6.6308 2021-07-14 13:00:44,378 - mmaction - INFO - Epoch [246][640/1879] lr: 4.549e-04, eta: 4:50:41, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8570, loss_cls: 1.3572, loss: 1.3572, grad_norm: 6.9813 2021-07-14 13:01:01,158 - mmaction - INFO - Epoch [246][660/1879] lr: 4.549e-04, eta: 4:50:24, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8621, loss_cls: 1.2773, loss: 1.2773, grad_norm: 6.6473 2021-07-14 13:01:18,264 - mmaction - INFO - Epoch [246][680/1879] lr: 4.549e-04, eta: 4:50:06, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8594, loss_cls: 1.3529, loss: 1.3529, grad_norm: 6.8632 2021-07-14 13:01:35,183 - mmaction - INFO - Epoch [246][700/1879] lr: 4.549e-04, eta: 4:49:49, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8633, loss_cls: 1.3120, loss: 1.3120, grad_norm: 6.6251 2021-07-14 13:01:52,096 - mmaction - INFO - Epoch [246][720/1879] lr: 4.549e-04, eta: 4:49:31, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8480, loss_cls: 1.3884, loss: 1.3884, grad_norm: 6.8195 2021-07-14 13:02:09,165 - mmaction - INFO - Epoch [246][740/1879] lr: 4.549e-04, eta: 4:49:14, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8570, loss_cls: 1.3697, loss: 1.3697, grad_norm: 6.8909 2021-07-14 13:02:25,978 - mmaction - INFO - Epoch [246][760/1879] lr: 4.549e-04, eta: 4:48:56, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.6906, top5_acc: 0.8609, loss_cls: 1.3169, loss: 1.3169, grad_norm: 6.7196 2021-07-14 13:02:43,194 - mmaction - INFO - Epoch [246][780/1879] lr: 4.549e-04, eta: 4:48:39, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8691, loss_cls: 1.2562, loss: 1.2562, grad_norm: 6.5824 2021-07-14 13:03:00,145 - mmaction - INFO - Epoch [246][800/1879] lr: 4.549e-04, eta: 4:48:22, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8449, loss_cls: 1.3462, loss: 1.3462, grad_norm: 6.6922 2021-07-14 13:03:17,052 - mmaction - INFO - Epoch [246][820/1879] lr: 4.549e-04, eta: 4:48:04, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8492, loss_cls: 1.3637, loss: 1.3637, grad_norm: 6.8559 2021-07-14 13:03:33,831 - mmaction - INFO - Epoch [246][840/1879] lr: 4.549e-04, eta: 4:47:47, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8629, loss_cls: 1.3057, loss: 1.3057, grad_norm: 6.7358 2021-07-14 13:03:50,882 - mmaction - INFO - Epoch [246][860/1879] lr: 4.549e-04, eta: 4:47:29, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.7082, top5_acc: 0.8742, loss_cls: 1.2420, loss: 1.2420, grad_norm: 6.4931 2021-07-14 13:04:07,655 - mmaction - INFO - Epoch [246][880/1879] lr: 4.549e-04, eta: 4:47:12, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8562, loss_cls: 1.3179, loss: 1.3179, grad_norm: 6.6807 2021-07-14 13:04:24,827 - mmaction - INFO - Epoch [246][900/1879] lr: 4.549e-04, eta: 4:46:54, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8504, loss_cls: 1.3798, loss: 1.3798, grad_norm: 6.8086 2021-07-14 13:04:41,963 - mmaction - INFO - Epoch [246][920/1879] lr: 4.549e-04, eta: 4:46:37, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6844, top5_acc: 0.8621, loss_cls: 1.3098, loss: 1.3098, grad_norm: 6.5965 2021-07-14 13:04:59,033 - mmaction - INFO - Epoch [246][940/1879] lr: 4.549e-04, eta: 4:46:19, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6742, top5_acc: 0.8539, loss_cls: 1.3501, loss: 1.3501, grad_norm: 6.7025 2021-07-14 13:05:16,333 - mmaction - INFO - Epoch [246][960/1879] lr: 4.549e-04, eta: 4:46:02, time: 0.864, data_time: 0.002, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8645, loss_cls: 1.2752, loss: 1.2752, grad_norm: 6.4972 2021-07-14 13:05:33,075 - mmaction - INFO - Epoch [246][980/1879] lr: 4.549e-04, eta: 4:45:44, time: 0.840, data_time: 0.007, memory: 6454, top1_acc: 0.6887, top5_acc: 0.8605, loss_cls: 1.3052, loss: 1.3052, grad_norm: 6.7302 2021-07-14 13:05:50,127 - mmaction - INFO - Epoch [246][1000/1879] lr: 4.549e-04, eta: 4:45:27, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8457, loss_cls: 1.3809, loss: 1.3809, grad_norm: 6.7585 2021-07-14 13:06:07,130 - mmaction - INFO - Epoch [246][1020/1879] lr: 4.549e-04, eta: 4:45:10, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8672, loss_cls: 1.3221, loss: 1.3221, grad_norm: 6.7997 2021-07-14 13:06:24,177 - mmaction - INFO - Epoch [246][1040/1879] lr: 4.549e-04, eta: 4:44:52, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8629, loss_cls: 1.3152, loss: 1.3152, grad_norm: 6.7457 2021-07-14 13:06:41,323 - mmaction - INFO - Epoch [246][1060/1879] lr: 4.549e-04, eta: 4:44:35, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.7004, top5_acc: 0.8613, loss_cls: 1.3045, loss: 1.3045, grad_norm: 6.6379 2021-07-14 13:06:58,269 - mmaction - INFO - Epoch [246][1080/1879] lr: 4.549e-04, eta: 4:44:17, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6910, top5_acc: 0.8637, loss_cls: 1.2739, loss: 1.2739, grad_norm: 6.4238 2021-07-14 13:07:15,105 - mmaction - INFO - Epoch [246][1100/1879] lr: 4.549e-04, eta: 4:44:00, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8758, loss_cls: 1.2273, loss: 1.2273, grad_norm: 6.5001 2021-07-14 13:07:32,292 - mmaction - INFO - Epoch [246][1120/1879] lr: 4.549e-04, eta: 4:43:42, time: 0.858, data_time: 0.001, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8703, loss_cls: 1.2837, loss: 1.2837, grad_norm: 6.4450 2021-07-14 13:07:49,161 - mmaction - INFO - Epoch [246][1140/1879] lr: 4.549e-04, eta: 4:43:25, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8531, loss_cls: 1.3193, loss: 1.3193, grad_norm: 6.6432 2021-07-14 13:08:06,060 - mmaction - INFO - Epoch [246][1160/1879] lr: 4.549e-04, eta: 4:43:07, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8598, loss_cls: 1.3133, loss: 1.3133, grad_norm: 6.6420 2021-07-14 13:08:23,109 - mmaction - INFO - Epoch [246][1180/1879] lr: 4.549e-04, eta: 4:42:50, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6687, top5_acc: 0.8496, loss_cls: 1.3666, loss: 1.3666, grad_norm: 6.7878 2021-07-14 13:08:40,056 - mmaction - INFO - Epoch [246][1200/1879] lr: 4.549e-04, eta: 4:42:32, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8496, loss_cls: 1.3380, loss: 1.3380, grad_norm: 6.7059 2021-07-14 13:08:56,850 - mmaction - INFO - Epoch [246][1220/1879] lr: 4.549e-04, eta: 4:42:15, time: 0.840, data_time: 0.007, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8543, loss_cls: 1.3430, loss: 1.3430, grad_norm: 6.6475 2021-07-14 13:09:13,834 - mmaction - INFO - Epoch [246][1240/1879] lr: 4.549e-04, eta: 4:41:58, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8559, loss_cls: 1.3730, loss: 1.3730, grad_norm: 7.0037 2021-07-14 13:09:30,929 - mmaction - INFO - Epoch [246][1260/1879] lr: 4.549e-04, eta: 4:41:40, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8625, loss_cls: 1.3167, loss: 1.3167, grad_norm: 6.7228 2021-07-14 13:09:47,892 - mmaction - INFO - Epoch [246][1280/1879] lr: 4.549e-04, eta: 4:41:23, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8570, loss_cls: 1.3315, loss: 1.3315, grad_norm: 6.7872 2021-07-14 13:10:05,096 - mmaction - INFO - Epoch [246][1300/1879] lr: 4.549e-04, eta: 4:41:05, time: 0.858, data_time: 0.002, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8531, loss_cls: 1.3231, loss: 1.3231, grad_norm: 6.7940 2021-07-14 13:10:22,194 - mmaction - INFO - Epoch [246][1320/1879] lr: 4.549e-04, eta: 4:40:48, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8520, loss_cls: 1.3322, loss: 1.3322, grad_norm: 6.8420 2021-07-14 13:10:39,307 - mmaction - INFO - Epoch [246][1340/1879] lr: 4.549e-04, eta: 4:40:30, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8602, loss_cls: 1.3062, loss: 1.3062, grad_norm: 6.7032 2021-07-14 13:10:56,284 - mmaction - INFO - Epoch [246][1360/1879] lr: 4.549e-04, eta: 4:40:13, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8637, loss_cls: 1.2698, loss: 1.2698, grad_norm: 6.7195 2021-07-14 13:11:13,217 - mmaction - INFO - Epoch [246][1380/1879] lr: 4.549e-04, eta: 4:39:55, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6629, top5_acc: 0.8422, loss_cls: 1.3993, loss: 1.3993, grad_norm: 6.8594 2021-07-14 13:11:30,442 - mmaction - INFO - Epoch [246][1400/1879] lr: 4.549e-04, eta: 4:39:38, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.6937, top5_acc: 0.8590, loss_cls: 1.3056, loss: 1.3056, grad_norm: 6.5214 2021-07-14 13:11:47,413 - mmaction - INFO - Epoch [246][1420/1879] lr: 4.549e-04, eta: 4:39:20, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8566, loss_cls: 1.3426, loss: 1.3426, grad_norm: 6.7505 2021-07-14 13:12:04,621 - mmaction - INFO - Epoch [246][1440/1879] lr: 4.549e-04, eta: 4:39:03, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8691, loss_cls: 1.2902, loss: 1.2902, grad_norm: 6.7362 2021-07-14 13:12:21,442 - mmaction - INFO - Epoch [246][1460/1879] lr: 4.549e-04, eta: 4:38:46, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6707, top5_acc: 0.8566, loss_cls: 1.3483, loss: 1.3483, grad_norm: 6.8564 2021-07-14 13:12:38,512 - mmaction - INFO - Epoch [246][1480/1879] lr: 4.549e-04, eta: 4:38:28, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.6742, top5_acc: 0.8445, loss_cls: 1.3885, loss: 1.3885, grad_norm: 6.8547 2021-07-14 13:12:55,641 - mmaction - INFO - Epoch [246][1500/1879] lr: 4.549e-04, eta: 4:38:11, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8617, loss_cls: 1.3195, loss: 1.3195, grad_norm: 6.8228 2021-07-14 13:13:12,597 - mmaction - INFO - Epoch [246][1520/1879] lr: 4.549e-04, eta: 4:37:53, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8520, loss_cls: 1.3404, loss: 1.3404, grad_norm: 6.6980 2021-07-14 13:13:29,449 - mmaction - INFO - Epoch [246][1540/1879] lr: 4.549e-04, eta: 4:37:36, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8590, loss_cls: 1.3039, loss: 1.3039, grad_norm: 6.6978 2021-07-14 13:13:46,423 - mmaction - INFO - Epoch [246][1560/1879] lr: 4.549e-04, eta: 4:37:18, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8531, loss_cls: 1.3242, loss: 1.3242, grad_norm: 6.6322 2021-07-14 13:14:02,900 - mmaction - INFO - Epoch [246][1580/1879] lr: 4.549e-04, eta: 4:37:01, time: 0.823, data_time: 0.001, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8496, loss_cls: 1.3364, loss: 1.3364, grad_norm: 6.7120 2021-07-14 13:14:19,953 - mmaction - INFO - Epoch [246][1600/1879] lr: 4.549e-04, eta: 4:36:43, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8605, loss_cls: 1.2999, loss: 1.2999, grad_norm: 6.6064 2021-07-14 13:14:37,084 - mmaction - INFO - Epoch [246][1620/1879] lr: 4.549e-04, eta: 4:36:26, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.7004, top5_acc: 0.8609, loss_cls: 1.2668, loss: 1.2668, grad_norm: 6.5723 2021-07-14 13:14:53,615 - mmaction - INFO - Epoch [246][1640/1879] lr: 4.549e-04, eta: 4:36:08, time: 0.825, data_time: 0.001, memory: 6454, top1_acc: 0.6875, top5_acc: 0.8707, loss_cls: 1.3107, loss: 1.3107, grad_norm: 6.7479 2021-07-14 13:15:09,976 - mmaction - INFO - Epoch [246][1660/1879] lr: 4.549e-04, eta: 4:35:51, time: 0.819, data_time: 0.005, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8539, loss_cls: 1.3164, loss: 1.3164, grad_norm: 6.5614 2021-07-14 13:15:27,132 - mmaction - INFO - Epoch [246][1680/1879] lr: 4.549e-04, eta: 4:35:33, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8484, loss_cls: 1.3663, loss: 1.3663, grad_norm: 6.9425 2021-07-14 13:15:44,256 - mmaction - INFO - Epoch [246][1700/1879] lr: 4.549e-04, eta: 4:35:16, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8594, loss_cls: 1.3109, loss: 1.3109, grad_norm: 6.8055 2021-07-14 13:16:01,342 - mmaction - INFO - Epoch [246][1720/1879] lr: 4.549e-04, eta: 4:34:59, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8660, loss_cls: 1.2915, loss: 1.2915, grad_norm: 6.6378 2021-07-14 13:16:18,247 - mmaction - INFO - Epoch [246][1740/1879] lr: 4.549e-04, eta: 4:34:41, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8566, loss_cls: 1.3247, loss: 1.3247, grad_norm: 6.7132 2021-07-14 13:16:35,167 - mmaction - INFO - Epoch [246][1760/1879] lr: 4.549e-04, eta: 4:34:24, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6758, top5_acc: 0.8402, loss_cls: 1.3898, loss: 1.3898, grad_norm: 6.7896 2021-07-14 13:16:51,799 - mmaction - INFO - Epoch [246][1780/1879] lr: 4.549e-04, eta: 4:34:06, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.6992, top5_acc: 0.8684, loss_cls: 1.2561, loss: 1.2561, grad_norm: 6.3641 2021-07-14 13:17:08,950 - mmaction - INFO - Epoch [246][1800/1879] lr: 4.549e-04, eta: 4:33:49, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8605, loss_cls: 1.3043, loss: 1.3043, grad_norm: 6.6808 2021-07-14 13:17:25,831 - mmaction - INFO - Epoch [246][1820/1879] lr: 4.549e-04, eta: 4:33:31, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6910, top5_acc: 0.8531, loss_cls: 1.3155, loss: 1.3155, grad_norm: 6.5901 2021-07-14 13:17:42,812 - mmaction - INFO - Epoch [246][1840/1879] lr: 4.549e-04, eta: 4:33:14, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8672, loss_cls: 1.3295, loss: 1.3295, grad_norm: 6.7131 2021-07-14 13:17:59,560 - mmaction - INFO - Epoch [246][1860/1879] lr: 4.549e-04, eta: 4:32:56, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8637, loss_cls: 1.3194, loss: 1.3194, grad_norm: 6.7021 2021-07-14 13:19:42,015 - mmaction - INFO - Epoch [247][20/1879] lr: 3.760e-04, eta: 4:32:27, time: 4.139, data_time: 3.251, memory: 6454, top1_acc: 0.6785, top5_acc: 0.8461, loss_cls: 1.3550, loss: 1.3550, grad_norm: 6.7380 2021-07-14 13:19:58,524 - mmaction - INFO - Epoch [247][40/1879] lr: 3.760e-04, eta: 4:32:09, time: 0.829, data_time: 0.007, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8570, loss_cls: 1.3402, loss: 1.3402, grad_norm: 6.8061 2021-07-14 13:20:15,172 - mmaction - INFO - Epoch [247][60/1879] lr: 3.760e-04, eta: 4:31:52, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8668, loss_cls: 1.3038, loss: 1.3038, grad_norm: 6.6732 2021-07-14 13:20:32,195 - mmaction - INFO - Epoch [247][80/1879] lr: 3.760e-04, eta: 4:31:34, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8582, loss_cls: 1.3123, loss: 1.3123, grad_norm: 6.6775 2021-07-14 13:20:48,960 - mmaction - INFO - Epoch [247][100/1879] lr: 3.760e-04, eta: 4:31:17, time: 0.842, data_time: 0.007, memory: 6454, top1_acc: 0.6809, top5_acc: 0.8613, loss_cls: 1.2972, loss: 1.2972, grad_norm: 6.7429 2021-07-14 13:21:05,895 - mmaction - INFO - Epoch [247][120/1879] lr: 3.760e-04, eta: 4:30:59, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8535, loss_cls: 1.3148, loss: 1.3148, grad_norm: 6.7324 2021-07-14 13:21:22,737 - mmaction - INFO - Epoch [247][140/1879] lr: 3.760e-04, eta: 4:30:42, time: 0.842, data_time: 0.006, memory: 6454, top1_acc: 0.7109, top5_acc: 0.8703, loss_cls: 1.2168, loss: 1.2168, grad_norm: 6.3551 2021-07-14 13:21:39,674 - mmaction - INFO - Epoch [247][160/1879] lr: 3.760e-04, eta: 4:30:25, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8633, loss_cls: 1.2647, loss: 1.2647, grad_norm: 6.6175 2021-07-14 13:21:56,577 - mmaction - INFO - Epoch [247][180/1879] lr: 3.760e-04, eta: 4:30:07, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8582, loss_cls: 1.3410, loss: 1.3410, grad_norm: 6.7943 2021-07-14 13:22:13,383 - mmaction - INFO - Epoch [247][200/1879] lr: 3.760e-04, eta: 4:29:50, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8613, loss_cls: 1.3274, loss: 1.3274, grad_norm: 6.6640 2021-07-14 13:22:30,092 - mmaction - INFO - Epoch [247][220/1879] lr: 3.760e-04, eta: 4:29:32, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8527, loss_cls: 1.3467, loss: 1.3467, grad_norm: 6.9442 2021-07-14 13:22:46,704 - mmaction - INFO - Epoch [247][240/1879] lr: 3.760e-04, eta: 4:29:15, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.7023, top5_acc: 0.8594, loss_cls: 1.2900, loss: 1.2900, grad_norm: 6.6540 2021-07-14 13:23:03,419 - mmaction - INFO - Epoch [247][260/1879] lr: 3.760e-04, eta: 4:28:57, time: 0.834, data_time: 0.005, memory: 6454, top1_acc: 0.6926, top5_acc: 0.8535, loss_cls: 1.3431, loss: 1.3431, grad_norm: 6.6851 2021-07-14 13:23:20,358 - mmaction - INFO - Epoch [247][280/1879] lr: 3.760e-04, eta: 4:28:40, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8586, loss_cls: 1.3402, loss: 1.3402, grad_norm: 6.7196 2021-07-14 13:23:37,252 - mmaction - INFO - Epoch [247][300/1879] lr: 3.760e-04, eta: 4:28:22, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.6941, top5_acc: 0.8633, loss_cls: 1.2810, loss: 1.2810, grad_norm: 6.5637 2021-07-14 13:23:54,117 - mmaction - INFO - Epoch [247][320/1879] lr: 3.760e-04, eta: 4:28:05, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8625, loss_cls: 1.3099, loss: 1.3099, grad_norm: 6.8163 2021-07-14 13:24:11,078 - mmaction - INFO - Epoch [247][340/1879] lr: 3.760e-04, eta: 4:27:47, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8637, loss_cls: 1.2879, loss: 1.2879, grad_norm: 6.8110 2021-07-14 13:24:27,961 - mmaction - INFO - Epoch [247][360/1879] lr: 3.760e-04, eta: 4:27:30, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.6715, top5_acc: 0.8586, loss_cls: 1.3493, loss: 1.3493, grad_norm: 6.9028 2021-07-14 13:24:44,651 - mmaction - INFO - Epoch [247][380/1879] lr: 3.760e-04, eta: 4:27:12, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8574, loss_cls: 1.3476, loss: 1.3476, grad_norm: 6.9136 2021-07-14 13:25:01,517 - mmaction - INFO - Epoch [247][400/1879] lr: 3.760e-04, eta: 4:26:55, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6852, top5_acc: 0.8664, loss_cls: 1.2985, loss: 1.2985, grad_norm: 6.8778 2021-07-14 13:25:18,524 - mmaction - INFO - Epoch [247][420/1879] lr: 3.760e-04, eta: 4:26:37, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8480, loss_cls: 1.3736, loss: 1.3736, grad_norm: 6.8507 2021-07-14 13:25:35,492 - mmaction - INFO - Epoch [247][440/1879] lr: 3.760e-04, eta: 4:26:20, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8438, loss_cls: 1.3468, loss: 1.3468, grad_norm: 6.6338 2021-07-14 13:25:52,262 - mmaction - INFO - Epoch [247][460/1879] lr: 3.760e-04, eta: 4:26:02, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8672, loss_cls: 1.3411, loss: 1.3411, grad_norm: 6.7543 2021-07-14 13:26:09,085 - mmaction - INFO - Epoch [247][480/1879] lr: 3.760e-04, eta: 4:25:45, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8469, loss_cls: 1.3976, loss: 1.3976, grad_norm: 6.7198 2021-07-14 13:26:26,224 - mmaction - INFO - Epoch [247][500/1879] lr: 3.760e-04, eta: 4:25:28, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.6910, top5_acc: 0.8688, loss_cls: 1.2657, loss: 1.2657, grad_norm: 6.7462 2021-07-14 13:26:43,122 - mmaction - INFO - Epoch [247][520/1879] lr: 3.760e-04, eta: 4:25:10, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8648, loss_cls: 1.2845, loss: 1.2845, grad_norm: 6.7390 2021-07-14 13:27:00,297 - mmaction - INFO - Epoch [247][540/1879] lr: 3.760e-04, eta: 4:24:53, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8621, loss_cls: 1.3014, loss: 1.3014, grad_norm: 6.9254 2021-07-14 13:27:17,268 - mmaction - INFO - Epoch [247][560/1879] lr: 3.760e-04, eta: 4:24:35, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.7008, top5_acc: 0.8621, loss_cls: 1.2825, loss: 1.2825, grad_norm: 6.7161 2021-07-14 13:27:34,269 - mmaction - INFO - Epoch [247][580/1879] lr: 3.760e-04, eta: 4:24:18, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6906, top5_acc: 0.8551, loss_cls: 1.3404, loss: 1.3404, grad_norm: 6.7994 2021-07-14 13:27:51,492 - mmaction - INFO - Epoch [247][600/1879] lr: 3.760e-04, eta: 4:24:00, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8586, loss_cls: 1.3320, loss: 1.3320, grad_norm: 6.9506 2021-07-14 13:28:08,354 - mmaction - INFO - Epoch [247][620/1879] lr: 3.760e-04, eta: 4:23:43, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6551, top5_acc: 0.8508, loss_cls: 1.4044, loss: 1.4044, grad_norm: 7.0065 2021-07-14 13:28:25,240 - mmaction - INFO - Epoch [247][640/1879] lr: 3.760e-04, eta: 4:23:25, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8543, loss_cls: 1.3131, loss: 1.3131, grad_norm: 6.6924 2021-07-14 13:28:42,271 - mmaction - INFO - Epoch [247][660/1879] lr: 3.760e-04, eta: 4:23:08, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8586, loss_cls: 1.3161, loss: 1.3161, grad_norm: 6.7823 2021-07-14 13:28:59,077 - mmaction - INFO - Epoch [247][680/1879] lr: 3.760e-04, eta: 4:22:50, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6934, top5_acc: 0.8598, loss_cls: 1.2950, loss: 1.2950, grad_norm: 6.6555 2021-07-14 13:29:16,182 - mmaction - INFO - Epoch [247][700/1879] lr: 3.760e-04, eta: 4:22:33, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.6941, top5_acc: 0.8613, loss_cls: 1.2898, loss: 1.2898, grad_norm: 6.7532 2021-07-14 13:29:33,116 - mmaction - INFO - Epoch [247][720/1879] lr: 3.760e-04, eta: 4:22:16, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8469, loss_cls: 1.3781, loss: 1.3781, grad_norm: 6.9205 2021-07-14 13:29:50,070 - mmaction - INFO - Epoch [247][740/1879] lr: 3.760e-04, eta: 4:21:58, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.7000, top5_acc: 0.8613, loss_cls: 1.2988, loss: 1.2988, grad_norm: 6.6740 2021-07-14 13:30:07,150 - mmaction - INFO - Epoch [247][760/1879] lr: 3.760e-04, eta: 4:21:41, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8605, loss_cls: 1.3032, loss: 1.3032, grad_norm: 6.8419 2021-07-14 13:30:24,011 - mmaction - INFO - Epoch [247][780/1879] lr: 3.760e-04, eta: 4:21:23, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.7105, top5_acc: 0.8723, loss_cls: 1.2180, loss: 1.2180, grad_norm: 6.5642 2021-07-14 13:30:41,200 - mmaction - INFO - Epoch [247][800/1879] lr: 3.760e-04, eta: 4:21:06, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.6984, top5_acc: 0.8727, loss_cls: 1.2578, loss: 1.2578, grad_norm: 6.5950 2021-07-14 13:30:57,868 - mmaction - INFO - Epoch [247][820/1879] lr: 3.760e-04, eta: 4:20:48, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.6977, top5_acc: 0.8691, loss_cls: 1.2665, loss: 1.2665, grad_norm: 6.6772 2021-07-14 13:31:14,440 - mmaction - INFO - Epoch [247][840/1879] lr: 3.760e-04, eta: 4:20:31, time: 0.831, data_time: 0.004, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8680, loss_cls: 1.2833, loss: 1.2833, grad_norm: 6.6912 2021-07-14 13:31:31,574 - mmaction - INFO - Epoch [247][860/1879] lr: 3.760e-04, eta: 4:20:13, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8617, loss_cls: 1.3360, loss: 1.3360, grad_norm: 6.8029 2021-07-14 13:31:48,407 - mmaction - INFO - Epoch [247][880/1879] lr: 3.760e-04, eta: 4:19:56, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.7027, top5_acc: 0.8660, loss_cls: 1.2707, loss: 1.2707, grad_norm: 6.7307 2021-07-14 13:32:05,668 - mmaction - INFO - Epoch [247][900/1879] lr: 3.760e-04, eta: 4:19:38, time: 0.864, data_time: 0.003, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8535, loss_cls: 1.3392, loss: 1.3392, grad_norm: 6.9092 2021-07-14 13:32:22,735 - mmaction - INFO - Epoch [247][920/1879] lr: 3.760e-04, eta: 4:19:21, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.7051, top5_acc: 0.8723, loss_cls: 1.2481, loss: 1.2481, grad_norm: 6.7524 2021-07-14 13:32:39,640 - mmaction - INFO - Epoch [247][940/1879] lr: 3.760e-04, eta: 4:19:04, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8438, loss_cls: 1.3806, loss: 1.3806, grad_norm: 6.8952 2021-07-14 13:32:56,231 - mmaction - INFO - Epoch [247][960/1879] lr: 3.760e-04, eta: 4:18:46, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8613, loss_cls: 1.2897, loss: 1.2897, grad_norm: 6.7124 2021-07-14 13:33:13,473 - mmaction - INFO - Epoch [247][980/1879] lr: 3.760e-04, eta: 4:18:29, time: 0.861, data_time: 0.002, memory: 6454, top1_acc: 0.6715, top5_acc: 0.8434, loss_cls: 1.3682, loss: 1.3682, grad_norm: 6.8234 2021-07-14 13:33:30,693 - mmaction - INFO - Epoch [247][1000/1879] lr: 3.760e-04, eta: 4:18:11, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8629, loss_cls: 1.3160, loss: 1.3160, grad_norm: 6.7719 2021-07-14 13:33:47,605 - mmaction - INFO - Epoch [247][1020/1879] lr: 3.760e-04, eta: 4:17:54, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.7000, top5_acc: 0.8680, loss_cls: 1.2540, loss: 1.2540, grad_norm: 6.5443 2021-07-14 13:34:04,281 - mmaction - INFO - Epoch [247][1040/1879] lr: 3.760e-04, eta: 4:17:36, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8492, loss_cls: 1.3624, loss: 1.3624, grad_norm: 6.7208 2021-07-14 13:34:21,343 - mmaction - INFO - Epoch [247][1060/1879] lr: 3.760e-04, eta: 4:17:19, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6723, top5_acc: 0.8598, loss_cls: 1.3396, loss: 1.3396, grad_norm: 6.8566 2021-07-14 13:34:38,557 - mmaction - INFO - Epoch [247][1080/1879] lr: 3.760e-04, eta: 4:17:01, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.6852, top5_acc: 0.8617, loss_cls: 1.3266, loss: 1.3266, grad_norm: 6.7889 2021-07-14 13:34:55,205 - mmaction - INFO - Epoch [247][1100/1879] lr: 3.760e-04, eta: 4:16:44, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8527, loss_cls: 1.3660, loss: 1.3660, grad_norm: 6.8386 2021-07-14 13:35:12,081 - mmaction - INFO - Epoch [247][1120/1879] lr: 3.760e-04, eta: 4:16:26, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8516, loss_cls: 1.3458, loss: 1.3458, grad_norm: 6.7593 2021-07-14 13:35:29,033 - mmaction - INFO - Epoch [247][1140/1879] lr: 3.760e-04, eta: 4:16:09, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8637, loss_cls: 1.3292, loss: 1.3292, grad_norm: 6.9286 2021-07-14 13:35:45,649 - mmaction - INFO - Epoch [247][1160/1879] lr: 3.760e-04, eta: 4:15:51, time: 0.832, data_time: 0.005, memory: 6454, top1_acc: 0.6945, top5_acc: 0.8629, loss_cls: 1.3110, loss: 1.3110, grad_norm: 6.7535 2021-07-14 13:36:02,368 - mmaction - INFO - Epoch [247][1180/1879] lr: 3.760e-04, eta: 4:15:34, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.7039, top5_acc: 0.8703, loss_cls: 1.2285, loss: 1.2285, grad_norm: 6.4183 2021-07-14 13:36:19,298 - mmaction - INFO - Epoch [247][1200/1879] lr: 3.760e-04, eta: 4:15:17, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6844, top5_acc: 0.8590, loss_cls: 1.3245, loss: 1.3245, grad_norm: 6.8345 2021-07-14 13:36:35,941 - mmaction - INFO - Epoch [247][1220/1879] lr: 3.760e-04, eta: 4:14:59, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.6750, top5_acc: 0.8527, loss_cls: 1.3521, loss: 1.3521, grad_norm: 6.8670 2021-07-14 13:36:52,987 - mmaction - INFO - Epoch [247][1240/1879] lr: 3.760e-04, eta: 4:14:42, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8527, loss_cls: 1.3445, loss: 1.3445, grad_norm: 6.8726 2021-07-14 13:37:09,940 - mmaction - INFO - Epoch [247][1260/1879] lr: 3.760e-04, eta: 4:14:24, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8547, loss_cls: 1.3486, loss: 1.3486, grad_norm: 6.8518 2021-07-14 13:37:26,744 - mmaction - INFO - Epoch [247][1280/1879] lr: 3.760e-04, eta: 4:14:07, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8633, loss_cls: 1.2802, loss: 1.2802, grad_norm: 6.5921 2021-07-14 13:37:43,729 - mmaction - INFO - Epoch [247][1300/1879] lr: 3.760e-04, eta: 4:13:49, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8586, loss_cls: 1.3211, loss: 1.3211, grad_norm: 6.6922 2021-07-14 13:38:00,181 - mmaction - INFO - Epoch [247][1320/1879] lr: 3.760e-04, eta: 4:13:32, time: 0.822, data_time: 0.005, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8621, loss_cls: 1.2704, loss: 1.2704, grad_norm: 6.7641 2021-07-14 13:38:17,483 - mmaction - INFO - Epoch [247][1340/1879] lr: 3.760e-04, eta: 4:13:14, time: 0.862, data_time: 0.003, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8531, loss_cls: 1.3247, loss: 1.3247, grad_norm: 6.8391 2021-07-14 13:38:34,312 - mmaction - INFO - Epoch [247][1360/1879] lr: 3.760e-04, eta: 4:12:57, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8496, loss_cls: 1.3440, loss: 1.3440, grad_norm: 6.8456 2021-07-14 13:38:51,408 - mmaction - INFO - Epoch [247][1380/1879] lr: 3.760e-04, eta: 4:12:39, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8500, loss_cls: 1.3645, loss: 1.3645, grad_norm: 6.7954 2021-07-14 13:39:08,662 - mmaction - INFO - Epoch [247][1400/1879] lr: 3.760e-04, eta: 4:12:22, time: 0.861, data_time: 0.002, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8547, loss_cls: 1.3382, loss: 1.3382, grad_norm: 6.7213 2021-07-14 13:39:25,093 - mmaction - INFO - Epoch [247][1420/1879] lr: 3.760e-04, eta: 4:12:05, time: 0.824, data_time: 0.003, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8621, loss_cls: 1.2849, loss: 1.2849, grad_norm: 6.7422 2021-07-14 13:39:42,156 - mmaction - INFO - Epoch [247][1440/1879] lr: 3.760e-04, eta: 4:11:47, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6926, top5_acc: 0.8461, loss_cls: 1.3539, loss: 1.3539, grad_norm: 6.7518 2021-07-14 13:39:58,844 - mmaction - INFO - Epoch [247][1460/1879] lr: 3.760e-04, eta: 4:11:30, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.6961, top5_acc: 0.8617, loss_cls: 1.2909, loss: 1.2909, grad_norm: 6.7385 2021-07-14 13:40:15,952 - mmaction - INFO - Epoch [247][1480/1879] lr: 3.760e-04, eta: 4:11:12, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8562, loss_cls: 1.3348, loss: 1.3348, grad_norm: 6.7339 2021-07-14 13:40:33,002 - mmaction - INFO - Epoch [247][1500/1879] lr: 3.760e-04, eta: 4:10:55, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8570, loss_cls: 1.3022, loss: 1.3022, grad_norm: 6.7892 2021-07-14 13:40:50,137 - mmaction - INFO - Epoch [247][1520/1879] lr: 3.760e-04, eta: 4:10:37, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.7012, top5_acc: 0.8715, loss_cls: 1.2509, loss: 1.2509, grad_norm: 6.7203 2021-07-14 13:41:07,075 - mmaction - INFO - Epoch [247][1540/1879] lr: 3.760e-04, eta: 4:10:20, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8621, loss_cls: 1.2870, loss: 1.2870, grad_norm: 6.7531 2021-07-14 13:41:24,103 - mmaction - INFO - Epoch [247][1560/1879] lr: 3.760e-04, eta: 4:10:02, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8523, loss_cls: 1.3375, loss: 1.3375, grad_norm: 6.6694 2021-07-14 13:41:40,802 - mmaction - INFO - Epoch [247][1580/1879] lr: 3.760e-04, eta: 4:09:45, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8598, loss_cls: 1.3092, loss: 1.3092, grad_norm: 6.7980 2021-07-14 13:41:57,975 - mmaction - INFO - Epoch [247][1600/1879] lr: 3.760e-04, eta: 4:09:27, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8504, loss_cls: 1.3483, loss: 1.3483, grad_norm: 6.7646 2021-07-14 13:42:14,895 - mmaction - INFO - Epoch [247][1620/1879] lr: 3.760e-04, eta: 4:09:10, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6727, top5_acc: 0.8457, loss_cls: 1.3891, loss: 1.3891, grad_norm: 6.8500 2021-07-14 13:42:31,849 - mmaction - INFO - Epoch [247][1640/1879] lr: 3.760e-04, eta: 4:08:53, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8508, loss_cls: 1.3509, loss: 1.3509, grad_norm: 6.8043 2021-07-14 13:42:48,882 - mmaction - INFO - Epoch [247][1660/1879] lr: 3.760e-04, eta: 4:08:35, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8559, loss_cls: 1.3724, loss: 1.3724, grad_norm: 6.9640 2021-07-14 13:43:05,901 - mmaction - INFO - Epoch [247][1680/1879] lr: 3.760e-04, eta: 4:08:18, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8480, loss_cls: 1.3635, loss: 1.3635, grad_norm: 6.7612 2021-07-14 13:43:23,195 - mmaction - INFO - Epoch [247][1700/1879] lr: 3.760e-04, eta: 4:08:00, time: 0.862, data_time: 0.005, memory: 6454, top1_acc: 0.6719, top5_acc: 0.8535, loss_cls: 1.3772, loss: 1.3772, grad_norm: 7.0069 2021-07-14 13:43:40,219 - mmaction - INFO - Epoch [247][1720/1879] lr: 3.760e-04, eta: 4:07:43, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.7039, top5_acc: 0.8594, loss_cls: 1.2637, loss: 1.2637, grad_norm: 6.4290 2021-07-14 13:43:57,389 - mmaction - INFO - Epoch [247][1740/1879] lr: 3.760e-04, eta: 4:07:25, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6949, top5_acc: 0.8652, loss_cls: 1.2541, loss: 1.2541, grad_norm: 6.7440 2021-07-14 13:44:14,275 - mmaction - INFO - Epoch [247][1760/1879] lr: 3.760e-04, eta: 4:07:08, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6934, top5_acc: 0.8688, loss_cls: 1.2755, loss: 1.2755, grad_norm: 6.5711 2021-07-14 13:44:31,100 - mmaction - INFO - Epoch [247][1780/1879] lr: 3.760e-04, eta: 4:06:50, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8570, loss_cls: 1.2890, loss: 1.2890, grad_norm: 6.7977 2021-07-14 13:44:48,140 - mmaction - INFO - Epoch [247][1800/1879] lr: 3.760e-04, eta: 4:06:33, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6633, top5_acc: 0.8500, loss_cls: 1.4032, loss: 1.4032, grad_norm: 6.8903 2021-07-14 13:45:05,223 - mmaction - INFO - Epoch [247][1820/1879] lr: 3.760e-04, eta: 4:06:16, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6738, top5_acc: 0.8484, loss_cls: 1.3783, loss: 1.3783, grad_norm: 6.8703 2021-07-14 13:45:22,051 - mmaction - INFO - Epoch [247][1840/1879] lr: 3.760e-04, eta: 4:05:58, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8621, loss_cls: 1.3212, loss: 1.3212, grad_norm: 6.8536 2021-07-14 13:45:39,120 - mmaction - INFO - Epoch [247][1860/1879] lr: 3.760e-04, eta: 4:05:41, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6781, top5_acc: 0.8578, loss_cls: 1.3120, loss: 1.3120, grad_norm: 6.7387 2021-07-14 13:47:38,040 - mmaction - INFO - Epoch [248][20/1879] lr: 3.047e-04, eta: 4:05:12, time: 4.787, data_time: 3.880, memory: 6454, top1_acc: 0.6789, top5_acc: 0.8488, loss_cls: 1.3445, loss: 1.3445, grad_norm: 6.8985 2021-07-14 13:47:54,473 - mmaction - INFO - Epoch [248][40/1879] lr: 3.047e-04, eta: 4:04:54, time: 0.821, data_time: 0.003, memory: 6454, top1_acc: 0.6727, top5_acc: 0.8430, loss_cls: 1.3679, loss: 1.3679, grad_norm: 6.8997 2021-07-14 13:48:10,993 - mmaction - INFO - Epoch [248][60/1879] lr: 3.047e-04, eta: 4:04:37, time: 0.825, data_time: 0.002, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8523, loss_cls: 1.3748, loss: 1.3748, grad_norm: 6.8151 2021-07-14 13:48:27,665 - mmaction - INFO - Epoch [248][80/1879] lr: 3.047e-04, eta: 4:04:19, time: 0.833, data_time: 0.003, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8715, loss_cls: 1.2809, loss: 1.2809, grad_norm: 6.8526 2021-07-14 13:48:44,535 - mmaction - INFO - Epoch [248][100/1879] lr: 3.047e-04, eta: 4:04:02, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8547, loss_cls: 1.2832, loss: 1.2832, grad_norm: 6.6076 2021-07-14 13:49:01,509 - mmaction - INFO - Epoch [248][120/1879] lr: 3.047e-04, eta: 4:03:44, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8504, loss_cls: 1.3239, loss: 1.3239, grad_norm: 6.6986 2021-07-14 13:49:18,076 - mmaction - INFO - Epoch [248][140/1879] lr: 3.047e-04, eta: 4:03:27, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.6980, top5_acc: 0.8711, loss_cls: 1.2538, loss: 1.2538, grad_norm: 6.6578 2021-07-14 13:49:34,852 - mmaction - INFO - Epoch [248][160/1879] lr: 3.047e-04, eta: 4:03:09, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.6980, top5_acc: 0.8629, loss_cls: 1.2840, loss: 1.2840, grad_norm: 6.5539 2021-07-14 13:49:51,532 - mmaction - INFO - Epoch [248][180/1879] lr: 3.047e-04, eta: 4:02:52, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8641, loss_cls: 1.2824, loss: 1.2824, grad_norm: 6.6909 2021-07-14 13:50:07,991 - mmaction - INFO - Epoch [248][200/1879] lr: 3.047e-04, eta: 4:02:34, time: 0.823, data_time: 0.005, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8672, loss_cls: 1.2844, loss: 1.2844, grad_norm: 6.7018 2021-07-14 13:50:25,190 - mmaction - INFO - Epoch [248][220/1879] lr: 3.047e-04, eta: 4:02:17, time: 0.859, data_time: 0.001, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8609, loss_cls: 1.2926, loss: 1.2926, grad_norm: 6.7627 2021-07-14 13:50:42,217 - mmaction - INFO - Epoch [248][240/1879] lr: 3.047e-04, eta: 4:01:59, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8605, loss_cls: 1.3391, loss: 1.3391, grad_norm: 6.7573 2021-07-14 13:50:59,149 - mmaction - INFO - Epoch [248][260/1879] lr: 3.047e-04, eta: 4:01:42, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8637, loss_cls: 1.2850, loss: 1.2850, grad_norm: 6.6487 2021-07-14 13:51:16,198 - mmaction - INFO - Epoch [248][280/1879] lr: 3.047e-04, eta: 4:01:25, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.7023, top5_acc: 0.8738, loss_cls: 1.2252, loss: 1.2252, grad_norm: 6.5671 2021-07-14 13:51:33,011 - mmaction - INFO - Epoch [248][300/1879] lr: 3.047e-04, eta: 4:01:07, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6984, top5_acc: 0.8715, loss_cls: 1.2542, loss: 1.2542, grad_norm: 6.5895 2021-07-14 13:51:50,195 - mmaction - INFO - Epoch [248][320/1879] lr: 3.047e-04, eta: 4:00:50, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8609, loss_cls: 1.3143, loss: 1.3143, grad_norm: 6.7913 2021-07-14 13:52:07,022 - mmaction - INFO - Epoch [248][340/1879] lr: 3.047e-04, eta: 4:00:32, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8625, loss_cls: 1.3002, loss: 1.3002, grad_norm: 6.7242 2021-07-14 13:52:23,688 - mmaction - INFO - Epoch [248][360/1879] lr: 3.047e-04, eta: 4:00:15, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.6926, top5_acc: 0.8504, loss_cls: 1.3055, loss: 1.3055, grad_norm: 6.6821 2021-07-14 13:52:40,375 - mmaction - INFO - Epoch [248][380/1879] lr: 3.047e-04, eta: 3:59:57, time: 0.835, data_time: 0.002, memory: 6454, top1_acc: 0.6805, top5_acc: 0.8562, loss_cls: 1.3271, loss: 1.3271, grad_norm: 6.9061 2021-07-14 13:52:57,533 - mmaction - INFO - Epoch [248][400/1879] lr: 3.047e-04, eta: 3:59:40, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8621, loss_cls: 1.3180, loss: 1.3180, grad_norm: 6.9326 2021-07-14 13:53:14,404 - mmaction - INFO - Epoch [248][420/1879] lr: 3.047e-04, eta: 3:59:22, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8617, loss_cls: 1.3003, loss: 1.3003, grad_norm: 6.7361 2021-07-14 13:53:31,418 - mmaction - INFO - Epoch [248][440/1879] lr: 3.047e-04, eta: 3:59:05, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8602, loss_cls: 1.3104, loss: 1.3104, grad_norm: 6.8362 2021-07-14 13:53:48,450 - mmaction - INFO - Epoch [248][460/1879] lr: 3.047e-04, eta: 3:58:47, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6789, top5_acc: 0.8559, loss_cls: 1.3397, loss: 1.3397, grad_norm: 6.8823 2021-07-14 13:54:05,528 - mmaction - INFO - Epoch [248][480/1879] lr: 3.047e-04, eta: 3:58:30, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6789, top5_acc: 0.8566, loss_cls: 1.3348, loss: 1.3348, grad_norm: 6.9148 2021-07-14 13:54:22,682 - mmaction - INFO - Epoch [248][500/1879] lr: 3.047e-04, eta: 3:58:13, time: 0.858, data_time: 0.001, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8570, loss_cls: 1.3499, loss: 1.3499, grad_norm: 6.8953 2021-07-14 13:54:39,375 - mmaction - INFO - Epoch [248][520/1879] lr: 3.047e-04, eta: 3:57:55, time: 0.833, data_time: 0.001, memory: 6454, top1_acc: 0.6949, top5_acc: 0.8629, loss_cls: 1.3044, loss: 1.3044, grad_norm: 6.7528 2021-07-14 13:54:56,374 - mmaction - INFO - Epoch [248][540/1879] lr: 3.047e-04, eta: 3:57:38, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8605, loss_cls: 1.2897, loss: 1.2897, grad_norm: 6.8146 2021-07-14 13:55:13,172 - mmaction - INFO - Epoch [248][560/1879] lr: 3.047e-04, eta: 3:57:20, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8543, loss_cls: 1.3536, loss: 1.3536, grad_norm: 6.9236 2021-07-14 13:55:30,367 - mmaction - INFO - Epoch [248][580/1879] lr: 3.047e-04, eta: 3:57:03, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8625, loss_cls: 1.2834, loss: 1.2834, grad_norm: 6.8615 2021-07-14 13:55:47,129 - mmaction - INFO - Epoch [248][600/1879] lr: 3.047e-04, eta: 3:56:45, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8492, loss_cls: 1.3734, loss: 1.3734, grad_norm: 6.8432 2021-07-14 13:56:04,000 - mmaction - INFO - Epoch [248][620/1879] lr: 3.047e-04, eta: 3:56:28, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.7039, top5_acc: 0.8633, loss_cls: 1.2399, loss: 1.2399, grad_norm: 6.6120 2021-07-14 13:56:20,706 - mmaction - INFO - Epoch [248][640/1879] lr: 3.047e-04, eta: 3:56:10, time: 0.835, data_time: 0.003, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8656, loss_cls: 1.2965, loss: 1.2965, grad_norm: 6.8073 2021-07-14 13:56:37,681 - mmaction - INFO - Epoch [248][660/1879] lr: 3.047e-04, eta: 3:55:53, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6957, top5_acc: 0.8566, loss_cls: 1.3140, loss: 1.3140, grad_norm: 6.8913 2021-07-14 13:56:54,731 - mmaction - INFO - Epoch [248][680/1879] lr: 3.047e-04, eta: 3:55:35, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.6809, top5_acc: 0.8492, loss_cls: 1.3698, loss: 1.3698, grad_norm: 6.8734 2021-07-14 13:57:11,748 - mmaction - INFO - Epoch [248][700/1879] lr: 3.047e-04, eta: 3:55:18, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8566, loss_cls: 1.3549, loss: 1.3549, grad_norm: 6.8800 2021-07-14 13:57:28,710 - mmaction - INFO - Epoch [248][720/1879] lr: 3.047e-04, eta: 3:55:01, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8707, loss_cls: 1.2691, loss: 1.2691, grad_norm: 6.7020 2021-07-14 13:57:45,763 - mmaction - INFO - Epoch [248][740/1879] lr: 3.047e-04, eta: 3:54:43, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8574, loss_cls: 1.3168, loss: 1.3168, grad_norm: 6.9209 2021-07-14 13:58:02,605 - mmaction - INFO - Epoch [248][760/1879] lr: 3.047e-04, eta: 3:54:26, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8648, loss_cls: 1.2942, loss: 1.2942, grad_norm: 6.8195 2021-07-14 13:58:19,498 - mmaction - INFO - Epoch [248][780/1879] lr: 3.047e-04, eta: 3:54:08, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6988, top5_acc: 0.8664, loss_cls: 1.2397, loss: 1.2397, grad_norm: 6.5873 2021-07-14 13:58:36,308 - mmaction - INFO - Epoch [248][800/1879] lr: 3.047e-04, eta: 3:53:51, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.7012, top5_acc: 0.8691, loss_cls: 1.2538, loss: 1.2538, grad_norm: 6.7598 2021-07-14 13:58:53,238 - mmaction - INFO - Epoch [248][820/1879] lr: 3.047e-04, eta: 3:53:33, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.6949, top5_acc: 0.8633, loss_cls: 1.2983, loss: 1.2983, grad_norm: 6.7780 2021-07-14 13:59:10,227 - mmaction - INFO - Epoch [248][840/1879] lr: 3.047e-04, eta: 3:53:16, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8523, loss_cls: 1.3510, loss: 1.3510, grad_norm: 6.7743 2021-07-14 13:59:27,278 - mmaction - INFO - Epoch [248][860/1879] lr: 3.047e-04, eta: 3:52:58, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8543, loss_cls: 1.3081, loss: 1.3081, grad_norm: 6.6447 2021-07-14 13:59:44,343 - mmaction - INFO - Epoch [248][880/1879] lr: 3.047e-04, eta: 3:52:41, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6738, top5_acc: 0.8438, loss_cls: 1.3567, loss: 1.3567, grad_norm: 6.8734 2021-07-14 14:00:01,372 - mmaction - INFO - Epoch [248][900/1879] lr: 3.047e-04, eta: 3:52:23, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8586, loss_cls: 1.2958, loss: 1.2958, grad_norm: 6.6496 2021-07-14 14:00:18,356 - mmaction - INFO - Epoch [248][920/1879] lr: 3.047e-04, eta: 3:52:06, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8551, loss_cls: 1.3243, loss: 1.3243, grad_norm: 6.6269 2021-07-14 14:00:35,405 - mmaction - INFO - Epoch [248][940/1879] lr: 3.047e-04, eta: 3:51:49, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6992, top5_acc: 0.8684, loss_cls: 1.2602, loss: 1.2602, grad_norm: 6.6849 2021-07-14 14:00:52,346 - mmaction - INFO - Epoch [248][960/1879] lr: 3.047e-04, eta: 3:51:31, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6957, top5_acc: 0.8695, loss_cls: 1.2575, loss: 1.2575, grad_norm: 6.7648 2021-07-14 14:01:09,357 - mmaction - INFO - Epoch [248][980/1879] lr: 3.047e-04, eta: 3:51:14, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6977, top5_acc: 0.8629, loss_cls: 1.2648, loss: 1.2648, grad_norm: 6.6162 2021-07-14 14:01:26,142 - mmaction - INFO - Epoch [248][1000/1879] lr: 3.047e-04, eta: 3:50:56, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6906, top5_acc: 0.8582, loss_cls: 1.2863, loss: 1.2863, grad_norm: 6.6943 2021-07-14 14:01:43,099 - mmaction - INFO - Epoch [248][1020/1879] lr: 3.047e-04, eta: 3:50:39, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6926, top5_acc: 0.8664, loss_cls: 1.2589, loss: 1.2589, grad_norm: 6.6253 2021-07-14 14:01:59,886 - mmaction - INFO - Epoch [248][1040/1879] lr: 3.047e-04, eta: 3:50:21, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8508, loss_cls: 1.3735, loss: 1.3735, grad_norm: 6.9542 2021-07-14 14:02:16,640 - mmaction - INFO - Epoch [248][1060/1879] lr: 3.047e-04, eta: 3:50:04, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8734, loss_cls: 1.2979, loss: 1.2979, grad_norm: 6.6669 2021-07-14 14:02:33,288 - mmaction - INFO - Epoch [248][1080/1879] lr: 3.047e-04, eta: 3:49:46, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8625, loss_cls: 1.2944, loss: 1.2944, grad_norm: 6.6423 2021-07-14 14:02:50,284 - mmaction - INFO - Epoch [248][1100/1879] lr: 3.047e-04, eta: 3:49:29, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6945, top5_acc: 0.8555, loss_cls: 1.2907, loss: 1.2907, grad_norm: 6.7628 2021-07-14 14:03:07,138 - mmaction - INFO - Epoch [248][1120/1879] lr: 3.047e-04, eta: 3:49:11, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6805, top5_acc: 0.8629, loss_cls: 1.3142, loss: 1.3142, grad_norm: 6.9582 2021-07-14 14:03:23,871 - mmaction - INFO - Epoch [248][1140/1879] lr: 3.047e-04, eta: 3:48:54, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8684, loss_cls: 1.2784, loss: 1.2784, grad_norm: 6.7270 2021-07-14 14:03:40,675 - mmaction - INFO - Epoch [248][1160/1879] lr: 3.047e-04, eta: 3:48:36, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8551, loss_cls: 1.3544, loss: 1.3544, grad_norm: 6.8585 2021-07-14 14:03:57,741 - mmaction - INFO - Epoch [248][1180/1879] lr: 3.047e-04, eta: 3:48:19, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8586, loss_cls: 1.3247, loss: 1.3247, grad_norm: 6.8217 2021-07-14 14:04:14,638 - mmaction - INFO - Epoch [248][1200/1879] lr: 3.047e-04, eta: 3:48:02, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.7043, top5_acc: 0.8672, loss_cls: 1.2577, loss: 1.2577, grad_norm: 6.6097 2021-07-14 14:04:31,654 - mmaction - INFO - Epoch [248][1220/1879] lr: 3.047e-04, eta: 3:47:44, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8562, loss_cls: 1.3493, loss: 1.3493, grad_norm: 6.8663 2021-07-14 14:04:48,568 - mmaction - INFO - Epoch [248][1240/1879] lr: 3.047e-04, eta: 3:47:27, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8629, loss_cls: 1.3037, loss: 1.3037, grad_norm: 6.7800 2021-07-14 14:05:05,653 - mmaction - INFO - Epoch [248][1260/1879] lr: 3.047e-04, eta: 3:47:09, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.7051, top5_acc: 0.8668, loss_cls: 1.2620, loss: 1.2620, grad_norm: 6.8244 2021-07-14 14:05:22,498 - mmaction - INFO - Epoch [248][1280/1879] lr: 3.047e-04, eta: 3:46:52, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8547, loss_cls: 1.3378, loss: 1.3378, grad_norm: 6.7381 2021-07-14 14:05:39,575 - mmaction - INFO - Epoch [248][1300/1879] lr: 3.047e-04, eta: 3:46:34, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8555, loss_cls: 1.3569, loss: 1.3569, grad_norm: 6.8443 2021-07-14 14:05:56,543 - mmaction - INFO - Epoch [248][1320/1879] lr: 3.047e-04, eta: 3:46:17, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8625, loss_cls: 1.3014, loss: 1.3014, grad_norm: 6.6353 2021-07-14 14:06:13,305 - mmaction - INFO - Epoch [248][1340/1879] lr: 3.047e-04, eta: 3:45:59, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6781, top5_acc: 0.8512, loss_cls: 1.3426, loss: 1.3426, grad_norm: 6.6535 2021-07-14 14:06:30,014 - mmaction - INFO - Epoch [248][1360/1879] lr: 3.047e-04, eta: 3:45:42, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.7016, top5_acc: 0.8641, loss_cls: 1.2679, loss: 1.2679, grad_norm: 6.4860 2021-07-14 14:06:46,953 - mmaction - INFO - Epoch [248][1380/1879] lr: 3.047e-04, eta: 3:45:24, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8508, loss_cls: 1.3184, loss: 1.3184, grad_norm: 6.6163 2021-07-14 14:07:03,988 - mmaction - INFO - Epoch [248][1400/1879] lr: 3.047e-04, eta: 3:45:07, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8625, loss_cls: 1.3066, loss: 1.3066, grad_norm: 6.7982 2021-07-14 14:07:20,941 - mmaction - INFO - Epoch [248][1420/1879] lr: 3.047e-04, eta: 3:44:50, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6711, top5_acc: 0.8488, loss_cls: 1.4124, loss: 1.4124, grad_norm: 6.9366 2021-07-14 14:07:37,883 - mmaction - INFO - Epoch [248][1440/1879] lr: 3.047e-04, eta: 3:44:32, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6984, top5_acc: 0.8738, loss_cls: 1.2647, loss: 1.2647, grad_norm: 6.6595 2021-07-14 14:07:54,762 - mmaction - INFO - Epoch [248][1460/1879] lr: 3.047e-04, eta: 3:44:15, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8672, loss_cls: 1.2878, loss: 1.2878, grad_norm: 6.7842 2021-07-14 14:08:11,421 - mmaction - INFO - Epoch [248][1480/1879] lr: 3.047e-04, eta: 3:43:57, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8523, loss_cls: 1.3153, loss: 1.3153, grad_norm: 6.7758 2021-07-14 14:08:28,139 - mmaction - INFO - Epoch [248][1500/1879] lr: 3.047e-04, eta: 3:43:40, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8648, loss_cls: 1.2835, loss: 1.2835, grad_norm: 6.7726 2021-07-14 14:08:45,213 - mmaction - INFO - Epoch [248][1520/1879] lr: 3.047e-04, eta: 3:43:22, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8535, loss_cls: 1.3439, loss: 1.3439, grad_norm: 6.7583 2021-07-14 14:09:01,848 - mmaction - INFO - Epoch [248][1540/1879] lr: 3.047e-04, eta: 3:43:05, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8656, loss_cls: 1.3362, loss: 1.3362, grad_norm: 6.6813 2021-07-14 14:09:18,768 - mmaction - INFO - Epoch [248][1560/1879] lr: 3.047e-04, eta: 3:42:47, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6937, top5_acc: 0.8531, loss_cls: 1.3038, loss: 1.3038, grad_norm: 6.7583 2021-07-14 14:09:35,591 - mmaction - INFO - Epoch [248][1580/1879] lr: 3.047e-04, eta: 3:42:30, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8559, loss_cls: 1.3258, loss: 1.3258, grad_norm: 6.8554 2021-07-14 14:09:52,562 - mmaction - INFO - Epoch [248][1600/1879] lr: 3.047e-04, eta: 3:42:12, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.7000, top5_acc: 0.8668, loss_cls: 1.2625, loss: 1.2625, grad_norm: 6.6787 2021-07-14 14:10:09,527 - mmaction - INFO - Epoch [248][1620/1879] lr: 3.047e-04, eta: 3:41:55, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.7031, top5_acc: 0.8707, loss_cls: 1.2425, loss: 1.2425, grad_norm: 6.4683 2021-07-14 14:10:26,605 - mmaction - INFO - Epoch [248][1640/1879] lr: 3.047e-04, eta: 3:41:38, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8586, loss_cls: 1.3463, loss: 1.3463, grad_norm: 6.7998 2021-07-14 14:10:43,604 - mmaction - INFO - Epoch [248][1660/1879] lr: 3.047e-04, eta: 3:41:20, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8539, loss_cls: 1.3376, loss: 1.3376, grad_norm: 6.8691 2021-07-14 14:11:00,505 - mmaction - INFO - Epoch [248][1680/1879] lr: 3.047e-04, eta: 3:41:03, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6750, top5_acc: 0.8504, loss_cls: 1.3671, loss: 1.3671, grad_norm: 6.9631 2021-07-14 14:11:17,317 - mmaction - INFO - Epoch [248][1700/1879] lr: 3.047e-04, eta: 3:40:45, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.6934, top5_acc: 0.8578, loss_cls: 1.2869, loss: 1.2869, grad_norm: 6.7816 2021-07-14 14:11:34,013 - mmaction - INFO - Epoch [248][1720/1879] lr: 3.047e-04, eta: 3:40:28, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8547, loss_cls: 1.3469, loss: 1.3469, grad_norm: 7.0391 2021-07-14 14:11:51,111 - mmaction - INFO - Epoch [248][1740/1879] lr: 3.047e-04, eta: 3:40:10, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6809, top5_acc: 0.8617, loss_cls: 1.2925, loss: 1.2925, grad_norm: 6.7081 2021-07-14 14:12:08,075 - mmaction - INFO - Epoch [248][1760/1879] lr: 3.047e-04, eta: 3:39:53, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.7008, top5_acc: 0.8602, loss_cls: 1.2844, loss: 1.2844, grad_norm: 6.7064 2021-07-14 14:12:24,999 - mmaction - INFO - Epoch [248][1780/1879] lr: 3.047e-04, eta: 3:39:35, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8629, loss_cls: 1.3048, loss: 1.3048, grad_norm: 6.6370 2021-07-14 14:12:41,983 - mmaction - INFO - Epoch [248][1800/1879] lr: 3.047e-04, eta: 3:39:18, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6961, top5_acc: 0.8645, loss_cls: 1.2703, loss: 1.2703, grad_norm: 6.8608 2021-07-14 14:12:58,717 - mmaction - INFO - Epoch [248][1820/1879] lr: 3.047e-04, eta: 3:39:00, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.6934, top5_acc: 0.8672, loss_cls: 1.2702, loss: 1.2702, grad_norm: 6.6533 2021-07-14 14:13:15,558 - mmaction - INFO - Epoch [248][1840/1879] lr: 3.047e-04, eta: 3:38:43, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6941, top5_acc: 0.8699, loss_cls: 1.2692, loss: 1.2692, grad_norm: 6.7081 2021-07-14 14:13:32,343 - mmaction - INFO - Epoch [248][1860/1879] lr: 3.047e-04, eta: 3:38:26, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.6906, top5_acc: 0.8633, loss_cls: 1.2696, loss: 1.2696, grad_norm: 6.8359 2021-07-14 14:13:54,372 - mmaction - INFO - Saving checkpoint at 248 epochs 2021-07-14 14:15:05,964 - mmaction - INFO - Epoch [249][20/1879] lr: 2.408e-04, eta: 3:37:54, time: 3.491, data_time: 2.569, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8547, loss_cls: 1.3238, loss: 1.3238, grad_norm: 6.8237 2021-07-14 14:15:22,513 - mmaction - INFO - Epoch [249][40/1879] lr: 2.408e-04, eta: 3:37:37, time: 0.826, data_time: 0.002, memory: 6454, top1_acc: 0.6844, top5_acc: 0.8613, loss_cls: 1.3108, loss: 1.3108, grad_norm: 6.7323 2021-07-14 14:15:39,346 - mmaction - INFO - Epoch [249][60/1879] lr: 2.408e-04, eta: 3:37:19, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6875, top5_acc: 0.8559, loss_cls: 1.3120, loss: 1.3120, grad_norm: 6.5412 2021-07-14 14:15:56,062 - mmaction - INFO - Epoch [249][80/1879] lr: 2.408e-04, eta: 3:37:02, time: 0.834, data_time: 0.004, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8668, loss_cls: 1.2818, loss: 1.2818, grad_norm: 6.6941 2021-07-14 14:16:12,909 - mmaction - INFO - Epoch [249][100/1879] lr: 2.408e-04, eta: 3:36:44, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8691, loss_cls: 1.2808, loss: 1.2808, grad_norm: 6.6751 2021-07-14 14:16:29,976 - mmaction - INFO - Epoch [249][120/1879] lr: 2.408e-04, eta: 3:36:27, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.7117, top5_acc: 0.8582, loss_cls: 1.2536, loss: 1.2536, grad_norm: 6.5971 2021-07-14 14:16:47,143 - mmaction - INFO - Epoch [249][140/1879] lr: 2.408e-04, eta: 3:36:09, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8469, loss_cls: 1.3342, loss: 1.3342, grad_norm: 6.6443 2021-07-14 14:17:04,044 - mmaction - INFO - Epoch [249][160/1879] lr: 2.408e-04, eta: 3:35:52, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6977, top5_acc: 0.8684, loss_cls: 1.2685, loss: 1.2685, grad_norm: 6.7517 2021-07-14 14:17:20,942 - mmaction - INFO - Epoch [249][180/1879] lr: 2.408e-04, eta: 3:35:35, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6875, top5_acc: 0.8613, loss_cls: 1.3175, loss: 1.3175, grad_norm: 6.6524 2021-07-14 14:17:37,867 - mmaction - INFO - Epoch [249][200/1879] lr: 2.408e-04, eta: 3:35:17, time: 0.845, data_time: 0.007, memory: 6454, top1_acc: 0.7043, top5_acc: 0.8707, loss_cls: 1.2494, loss: 1.2494, grad_norm: 6.6595 2021-07-14 14:17:54,904 - mmaction - INFO - Epoch [249][220/1879] lr: 2.408e-04, eta: 3:35:00, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6945, top5_acc: 0.8605, loss_cls: 1.2808, loss: 1.2808, grad_norm: 6.7207 2021-07-14 14:18:11,904 - mmaction - INFO - Epoch [249][240/1879] lr: 2.408e-04, eta: 3:34:42, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6852, top5_acc: 0.8594, loss_cls: 1.3105, loss: 1.3105, grad_norm: 6.6492 2021-07-14 14:18:28,992 - mmaction - INFO - Epoch [249][260/1879] lr: 2.408e-04, eta: 3:34:25, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.7004, top5_acc: 0.8613, loss_cls: 1.2787, loss: 1.2787, grad_norm: 6.6620 2021-07-14 14:18:45,879 - mmaction - INFO - Epoch [249][280/1879] lr: 2.408e-04, eta: 3:34:07, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.7004, top5_acc: 0.8688, loss_cls: 1.2729, loss: 1.2729, grad_norm: 6.7871 2021-07-14 14:19:02,701 - mmaction - INFO - Epoch [249][300/1879] lr: 2.408e-04, eta: 3:33:50, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8582, loss_cls: 1.3097, loss: 1.3097, grad_norm: 6.7772 2021-07-14 14:19:19,789 - mmaction - INFO - Epoch [249][320/1879] lr: 2.408e-04, eta: 3:33:32, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6910, top5_acc: 0.8527, loss_cls: 1.3195, loss: 1.3195, grad_norm: 6.6557 2021-07-14 14:19:36,830 - mmaction - INFO - Epoch [249][340/1879] lr: 2.408e-04, eta: 3:33:15, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6727, top5_acc: 0.8449, loss_cls: 1.3906, loss: 1.3906, grad_norm: 6.8994 2021-07-14 14:19:53,831 - mmaction - INFO - Epoch [249][360/1879] lr: 2.408e-04, eta: 3:32:57, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8637, loss_cls: 1.3377, loss: 1.3377, grad_norm: 6.7556 2021-07-14 14:20:10,897 - mmaction - INFO - Epoch [249][380/1879] lr: 2.408e-04, eta: 3:32:40, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6805, top5_acc: 0.8586, loss_cls: 1.3421, loss: 1.3421, grad_norm: 6.8988 2021-07-14 14:20:27,514 - mmaction - INFO - Epoch [249][400/1879] lr: 2.408e-04, eta: 3:32:23, time: 0.831, data_time: 0.003, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8734, loss_cls: 1.2574, loss: 1.2574, grad_norm: 6.7710 2021-07-14 14:20:44,448 - mmaction - INFO - Epoch [249][420/1879] lr: 2.408e-04, eta: 3:32:05, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8547, loss_cls: 1.3421, loss: 1.3421, grad_norm: 6.8674 2021-07-14 14:21:01,329 - mmaction - INFO - Epoch [249][440/1879] lr: 2.408e-04, eta: 3:31:48, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8590, loss_cls: 1.3101, loss: 1.3101, grad_norm: 6.7805 2021-07-14 14:21:18,320 - mmaction - INFO - Epoch [249][460/1879] lr: 2.408e-04, eta: 3:31:30, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.7051, top5_acc: 0.8641, loss_cls: 1.2558, loss: 1.2558, grad_norm: 6.6130 2021-07-14 14:21:35,513 - mmaction - INFO - Epoch [249][480/1879] lr: 2.408e-04, eta: 3:31:13, time: 0.861, data_time: 0.006, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8555, loss_cls: 1.2934, loss: 1.2934, grad_norm: 6.6625 2021-07-14 14:21:52,558 - mmaction - INFO - Epoch [249][500/1879] lr: 2.408e-04, eta: 3:30:55, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6910, top5_acc: 0.8578, loss_cls: 1.2888, loss: 1.2888, grad_norm: 6.7756 2021-07-14 14:22:09,347 - mmaction - INFO - Epoch [249][520/1879] lr: 2.408e-04, eta: 3:30:38, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8660, loss_cls: 1.2929, loss: 1.2929, grad_norm: 6.7240 2021-07-14 14:22:26,487 - mmaction - INFO - Epoch [249][540/1879] lr: 2.408e-04, eta: 3:30:20, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8715, loss_cls: 1.3215, loss: 1.3215, grad_norm: 6.9620 2021-07-14 14:22:43,387 - mmaction - INFO - Epoch [249][560/1879] lr: 2.408e-04, eta: 3:30:03, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6789, top5_acc: 0.8602, loss_cls: 1.3298, loss: 1.3298, grad_norm: 6.7454 2021-07-14 14:23:00,474 - mmaction - INFO - Epoch [249][580/1879] lr: 2.408e-04, eta: 3:29:46, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.7094, top5_acc: 0.8676, loss_cls: 1.2681, loss: 1.2681, grad_norm: 6.7241 2021-07-14 14:23:17,167 - mmaction - INFO - Epoch [249][600/1879] lr: 2.408e-04, eta: 3:29:28, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.6957, top5_acc: 0.8555, loss_cls: 1.3021, loss: 1.3021, grad_norm: 6.6857 2021-07-14 14:23:34,190 - mmaction - INFO - Epoch [249][620/1879] lr: 2.408e-04, eta: 3:29:11, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.7020, top5_acc: 0.8602, loss_cls: 1.2768, loss: 1.2768, grad_norm: 6.5794 2021-07-14 14:23:51,096 - mmaction - INFO - Epoch [249][640/1879] lr: 2.408e-04, eta: 3:28:53, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.6691, top5_acc: 0.8477, loss_cls: 1.4175, loss: 1.4175, grad_norm: 6.9174 2021-07-14 14:24:08,048 - mmaction - INFO - Epoch [249][660/1879] lr: 2.408e-04, eta: 3:28:36, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.7000, top5_acc: 0.8684, loss_cls: 1.2368, loss: 1.2368, grad_norm: 6.6610 2021-07-14 14:24:25,039 - mmaction - INFO - Epoch [249][680/1879] lr: 2.408e-04, eta: 3:28:18, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8637, loss_cls: 1.2979, loss: 1.2979, grad_norm: 6.8349 2021-07-14 14:24:41,778 - mmaction - INFO - Epoch [249][700/1879] lr: 2.408e-04, eta: 3:28:01, time: 0.841, data_time: 0.007, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8609, loss_cls: 1.3028, loss: 1.3028, grad_norm: 6.7686 2021-07-14 14:24:58,786 - mmaction - INFO - Epoch [249][720/1879] lr: 2.408e-04, eta: 3:27:43, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6781, top5_acc: 0.8527, loss_cls: 1.3705, loss: 1.3705, grad_norm: 6.8943 2021-07-14 14:25:15,830 - mmaction - INFO - Epoch [249][740/1879] lr: 2.408e-04, eta: 3:27:26, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6852, top5_acc: 0.8562, loss_cls: 1.3477, loss: 1.3477, grad_norm: 6.8607 2021-07-14 14:25:32,659 - mmaction - INFO - Epoch [249][760/1879] lr: 2.408e-04, eta: 3:27:08, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6937, top5_acc: 0.8531, loss_cls: 1.3115, loss: 1.3115, grad_norm: 6.7303 2021-07-14 14:25:49,750 - mmaction - INFO - Epoch [249][780/1879] lr: 2.408e-04, eta: 3:26:51, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8621, loss_cls: 1.2859, loss: 1.2859, grad_norm: 6.7717 2021-07-14 14:26:06,600 - mmaction - INFO - Epoch [249][800/1879] lr: 2.408e-04, eta: 3:26:34, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8578, loss_cls: 1.3388, loss: 1.3388, grad_norm: 7.0024 2021-07-14 14:26:23,398 - mmaction - INFO - Epoch [249][820/1879] lr: 2.408e-04, eta: 3:26:16, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8594, loss_cls: 1.3116, loss: 1.3116, grad_norm: 6.7895 2021-07-14 14:26:40,301 - mmaction - INFO - Epoch [249][840/1879] lr: 2.408e-04, eta: 3:25:59, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8703, loss_cls: 1.2946, loss: 1.2946, grad_norm: 6.9477 2021-07-14 14:26:57,385 - mmaction - INFO - Epoch [249][860/1879] lr: 2.408e-04, eta: 3:25:41, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6992, top5_acc: 0.8633, loss_cls: 1.2841, loss: 1.2841, grad_norm: 6.8709 2021-07-14 14:27:14,164 - mmaction - INFO - Epoch [249][880/1879] lr: 2.408e-04, eta: 3:25:24, time: 0.839, data_time: 0.002, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8605, loss_cls: 1.2843, loss: 1.2843, grad_norm: 6.7791 2021-07-14 14:27:31,174 - mmaction - INFO - Epoch [249][900/1879] lr: 2.408e-04, eta: 3:25:06, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6945, top5_acc: 0.8562, loss_cls: 1.3003, loss: 1.3003, grad_norm: 6.8386 2021-07-14 14:27:48,279 - mmaction - INFO - Epoch [249][920/1879] lr: 2.408e-04, eta: 3:24:49, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8613, loss_cls: 1.3081, loss: 1.3081, grad_norm: 6.9255 2021-07-14 14:28:05,280 - mmaction - INFO - Epoch [249][940/1879] lr: 2.408e-04, eta: 3:24:31, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8488, loss_cls: 1.3571, loss: 1.3571, grad_norm: 6.8075 2021-07-14 14:28:21,976 - mmaction - INFO - Epoch [249][960/1879] lr: 2.408e-04, eta: 3:24:14, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8570, loss_cls: 1.3027, loss: 1.3027, grad_norm: 6.6274 2021-07-14 14:28:39,110 - mmaction - INFO - Epoch [249][980/1879] lr: 2.408e-04, eta: 3:23:57, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8570, loss_cls: 1.3224, loss: 1.3224, grad_norm: 6.7824 2021-07-14 14:28:55,514 - mmaction - INFO - Epoch [249][1000/1879] lr: 2.408e-04, eta: 3:23:39, time: 0.824, data_time: 0.005, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8559, loss_cls: 1.3234, loss: 1.3234, grad_norm: 6.8173 2021-07-14 14:29:12,345 - mmaction - INFO - Epoch [249][1020/1879] lr: 2.408e-04, eta: 3:23:22, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8562, loss_cls: 1.3274, loss: 1.3274, grad_norm: 6.7539 2021-07-14 14:29:29,156 - mmaction - INFO - Epoch [249][1040/1879] lr: 2.408e-04, eta: 3:23:04, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8488, loss_cls: 1.3487, loss: 1.3487, grad_norm: 6.7259 2021-07-14 14:29:45,725 - mmaction - INFO - Epoch [249][1060/1879] lr: 2.408e-04, eta: 3:22:47, time: 0.827, data_time: 0.004, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8609, loss_cls: 1.3326, loss: 1.3326, grad_norm: 6.8196 2021-07-14 14:30:02,793 - mmaction - INFO - Epoch [249][1080/1879] lr: 2.408e-04, eta: 3:22:29, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8527, loss_cls: 1.3289, loss: 1.3289, grad_norm: 6.8297 2021-07-14 14:30:19,752 - mmaction - INFO - Epoch [249][1100/1879] lr: 2.408e-04, eta: 3:22:12, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6949, top5_acc: 0.8668, loss_cls: 1.2955, loss: 1.2955, grad_norm: 6.8044 2021-07-14 14:30:36,736 - mmaction - INFO - Epoch [249][1120/1879] lr: 2.408e-04, eta: 3:21:54, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.2799, loss: 1.2799, grad_norm: 6.6843 2021-07-14 14:30:53,668 - mmaction - INFO - Epoch [249][1140/1879] lr: 2.408e-04, eta: 3:21:37, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8617, loss_cls: 1.3213, loss: 1.3213, grad_norm: 6.8518 2021-07-14 14:31:10,580 - mmaction - INFO - Epoch [249][1160/1879] lr: 2.408e-04, eta: 3:21:19, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8578, loss_cls: 1.3264, loss: 1.3264, grad_norm: 6.7614 2021-07-14 14:31:27,425 - mmaction - INFO - Epoch [249][1180/1879] lr: 2.408e-04, eta: 3:21:02, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.3247, loss: 1.3247, grad_norm: 6.8584 2021-07-14 14:31:44,178 - mmaction - INFO - Epoch [249][1200/1879] lr: 2.408e-04, eta: 3:20:45, time: 0.836, data_time: 0.003, memory: 6454, top1_acc: 0.6727, top5_acc: 0.8512, loss_cls: 1.3621, loss: 1.3621, grad_norm: 6.9184 2021-07-14 14:32:01,373 - mmaction - INFO - Epoch [249][1220/1879] lr: 2.408e-04, eta: 3:20:27, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8684, loss_cls: 1.2952, loss: 1.2952, grad_norm: 6.7788 2021-07-14 14:32:18,502 - mmaction - INFO - Epoch [249][1240/1879] lr: 2.408e-04, eta: 3:20:10, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8586, loss_cls: 1.3302, loss: 1.3302, grad_norm: 6.6666 2021-07-14 14:32:35,361 - mmaction - INFO - Epoch [249][1260/1879] lr: 2.408e-04, eta: 3:19:52, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8738, loss_cls: 1.2330, loss: 1.2330, grad_norm: 6.7843 2021-07-14 14:32:52,339 - mmaction - INFO - Epoch [249][1280/1879] lr: 2.408e-04, eta: 3:19:35, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6762, top5_acc: 0.8555, loss_cls: 1.3444, loss: 1.3444, grad_norm: 6.7953 2021-07-14 14:33:09,286 - mmaction - INFO - Epoch [249][1300/1879] lr: 2.408e-04, eta: 3:19:17, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6937, top5_acc: 0.8637, loss_cls: 1.2959, loss: 1.2959, grad_norm: 6.7058 2021-07-14 14:33:26,337 - mmaction - INFO - Epoch [249][1320/1879] lr: 2.408e-04, eta: 3:19:00, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8613, loss_cls: 1.2942, loss: 1.2942, grad_norm: 6.8117 2021-07-14 14:33:43,380 - mmaction - INFO - Epoch [249][1340/1879] lr: 2.408e-04, eta: 3:18:42, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8594, loss_cls: 1.3330, loss: 1.3330, grad_norm: 6.9103 2021-07-14 14:34:00,328 - mmaction - INFO - Epoch [249][1360/1879] lr: 2.408e-04, eta: 3:18:25, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.7074, top5_acc: 0.8707, loss_cls: 1.2366, loss: 1.2366, grad_norm: 6.5432 2021-07-14 14:34:17,691 - mmaction - INFO - Epoch [249][1380/1879] lr: 2.408e-04, eta: 3:18:08, time: 0.866, data_time: 0.005, memory: 6454, top1_acc: 0.6977, top5_acc: 0.8520, loss_cls: 1.3144, loss: 1.3144, grad_norm: 6.7477 2021-07-14 14:34:34,876 - mmaction - INFO - Epoch [249][1400/1879] lr: 2.408e-04, eta: 3:17:50, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8629, loss_cls: 1.3032, loss: 1.3032, grad_norm: 6.7482 2021-07-14 14:34:51,695 - mmaction - INFO - Epoch [249][1420/1879] lr: 2.408e-04, eta: 3:17:33, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8633, loss_cls: 1.2667, loss: 1.2667, grad_norm: 6.6880 2021-07-14 14:35:08,470 - mmaction - INFO - Epoch [249][1440/1879] lr: 2.408e-04, eta: 3:17:15, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8535, loss_cls: 1.3135, loss: 1.3135, grad_norm: 6.7021 2021-07-14 14:35:25,066 - mmaction - INFO - Epoch [249][1460/1879] lr: 2.408e-04, eta: 3:16:58, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.7012, top5_acc: 0.8562, loss_cls: 1.2999, loss: 1.2999, grad_norm: 6.5992 2021-07-14 14:35:42,116 - mmaction - INFO - Epoch [249][1480/1879] lr: 2.408e-04, eta: 3:16:40, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6957, top5_acc: 0.8625, loss_cls: 1.2827, loss: 1.2827, grad_norm: 6.8140 2021-07-14 14:35:59,125 - mmaction - INFO - Epoch [249][1500/1879] lr: 2.408e-04, eta: 3:16:23, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8590, loss_cls: 1.3072, loss: 1.3072, grad_norm: 6.7399 2021-07-14 14:36:16,177 - mmaction - INFO - Epoch [249][1520/1879] lr: 2.408e-04, eta: 3:16:05, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8590, loss_cls: 1.2995, loss: 1.2995, grad_norm: 6.6962 2021-07-14 14:36:32,876 - mmaction - INFO - Epoch [249][1540/1879] lr: 2.408e-04, eta: 3:15:48, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.6988, top5_acc: 0.8605, loss_cls: 1.2740, loss: 1.2740, grad_norm: 6.6846 2021-07-14 14:36:50,089 - mmaction - INFO - Epoch [249][1560/1879] lr: 2.408e-04, eta: 3:15:31, time: 0.860, data_time: 0.007, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8574, loss_cls: 1.3194, loss: 1.3194, grad_norm: 6.8730 2021-07-14 14:37:06,960 - mmaction - INFO - Epoch [249][1580/1879] lr: 2.408e-04, eta: 3:15:13, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8547, loss_cls: 1.3389, loss: 1.3389, grad_norm: 6.8276 2021-07-14 14:37:24,091 - mmaction - INFO - Epoch [249][1600/1879] lr: 2.408e-04, eta: 3:14:56, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8629, loss_cls: 1.3111, loss: 1.3111, grad_norm: 6.7889 2021-07-14 14:37:41,059 - mmaction - INFO - Epoch [249][1620/1879] lr: 2.408e-04, eta: 3:14:38, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6805, top5_acc: 0.8590, loss_cls: 1.3280, loss: 1.3280, grad_norm: 6.7855 2021-07-14 14:37:58,072 - mmaction - INFO - Epoch [249][1640/1879] lr: 2.408e-04, eta: 3:14:21, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6887, top5_acc: 0.8684, loss_cls: 1.2890, loss: 1.2890, grad_norm: 6.8160 2021-07-14 14:38:15,116 - mmaction - INFO - Epoch [249][1660/1879] lr: 2.408e-04, eta: 3:14:03, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8680, loss_cls: 1.2650, loss: 1.2650, grad_norm: 6.7282 2021-07-14 14:38:32,105 - mmaction - INFO - Epoch [249][1680/1879] lr: 2.408e-04, eta: 3:13:46, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6699, top5_acc: 0.8566, loss_cls: 1.3393, loss: 1.3393, grad_norm: 6.8540 2021-07-14 14:38:49,239 - mmaction - INFO - Epoch [249][1700/1879] lr: 2.408e-04, eta: 3:13:28, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8555, loss_cls: 1.3131, loss: 1.3131, grad_norm: 6.6459 2021-07-14 14:39:06,022 - mmaction - INFO - Epoch [249][1720/1879] lr: 2.408e-04, eta: 3:13:11, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8574, loss_cls: 1.3503, loss: 1.3503, grad_norm: 6.9308 2021-07-14 14:39:22,953 - mmaction - INFO - Epoch [249][1740/1879] lr: 2.408e-04, eta: 3:12:54, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8609, loss_cls: 1.3112, loss: 1.3112, grad_norm: 6.8229 2021-07-14 14:39:39,864 - mmaction - INFO - Epoch [249][1760/1879] lr: 2.408e-04, eta: 3:12:36, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6844, top5_acc: 0.8496, loss_cls: 1.3314, loss: 1.3314, grad_norm: 6.8252 2021-07-14 14:39:56,672 - mmaction - INFO - Epoch [249][1780/1879] lr: 2.408e-04, eta: 3:12:19, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8473, loss_cls: 1.3784, loss: 1.3784, grad_norm: 7.0186 2021-07-14 14:40:13,660 - mmaction - INFO - Epoch [249][1800/1879] lr: 2.408e-04, eta: 3:12:01, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8520, loss_cls: 1.3435, loss: 1.3435, grad_norm: 6.8835 2021-07-14 14:40:30,648 - mmaction - INFO - Epoch [249][1820/1879] lr: 2.408e-04, eta: 3:11:44, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8598, loss_cls: 1.3164, loss: 1.3164, grad_norm: 6.8841 2021-07-14 14:40:47,652 - mmaction - INFO - Epoch [249][1840/1879] lr: 2.408e-04, eta: 3:11:26, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8629, loss_cls: 1.2494, loss: 1.2494, grad_norm: 6.6734 2021-07-14 14:41:04,552 - mmaction - INFO - Epoch [249][1860/1879] lr: 2.408e-04, eta: 3:11:09, time: 0.844, data_time: 0.001, memory: 6454, top1_acc: 0.7137, top5_acc: 0.8766, loss_cls: 1.1895, loss: 1.1895, grad_norm: 6.5612 2021-07-14 14:42:51,504 - mmaction - INFO - Epoch [250][20/1879] lr: 1.844e-04, eta: 3:10:38, time: 4.389, data_time: 3.114, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8449, loss_cls: 1.3684, loss: 1.3684, grad_norm: 6.8081 2021-07-14 14:43:08,110 - mmaction - INFO - Epoch [250][40/1879] lr: 1.844e-04, eta: 3:10:21, time: 0.830, data_time: 0.002, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8594, loss_cls: 1.3250, loss: 1.3250, grad_norm: 6.8283 2021-07-14 14:43:24,748 - mmaction - INFO - Epoch [250][60/1879] lr: 1.844e-04, eta: 3:10:03, time: 0.833, data_time: 0.002, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8602, loss_cls: 1.3009, loss: 1.3009, grad_norm: 6.8936 2021-07-14 14:43:41,743 - mmaction - INFO - Epoch [250][80/1879] lr: 1.844e-04, eta: 3:09:46, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6937, top5_acc: 0.8695, loss_cls: 1.2688, loss: 1.2688, grad_norm: 6.7285 2021-07-14 14:43:58,502 - mmaction - INFO - Epoch [250][100/1879] lr: 1.844e-04, eta: 3:09:28, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.6789, top5_acc: 0.8516, loss_cls: 1.3709, loss: 1.3709, grad_norm: 6.8727 2021-07-14 14:44:15,325 - mmaction - INFO - Epoch [250][120/1879] lr: 1.844e-04, eta: 3:09:11, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.6906, top5_acc: 0.8539, loss_cls: 1.3242, loss: 1.3242, grad_norm: 6.7840 2021-07-14 14:44:32,154 - mmaction - INFO - Epoch [250][140/1879] lr: 1.844e-04, eta: 3:08:54, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.7027, top5_acc: 0.8699, loss_cls: 1.2311, loss: 1.2311, grad_norm: 6.7085 2021-07-14 14:44:49,158 - mmaction - INFO - Epoch [250][160/1879] lr: 1.844e-04, eta: 3:08:36, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6961, top5_acc: 0.8660, loss_cls: 1.2576, loss: 1.2576, grad_norm: 6.7515 2021-07-14 14:45:06,157 - mmaction - INFO - Epoch [250][180/1879] lr: 1.844e-04, eta: 3:08:19, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6977, top5_acc: 0.8672, loss_cls: 1.2530, loss: 1.2530, grad_norm: 6.6508 2021-07-14 14:45:23,205 - mmaction - INFO - Epoch [250][200/1879] lr: 1.844e-04, eta: 3:08:01, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8512, loss_cls: 1.3366, loss: 1.3366, grad_norm: 6.8297 2021-07-14 14:45:40,214 - mmaction - INFO - Epoch [250][220/1879] lr: 1.844e-04, eta: 3:07:44, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.7039, top5_acc: 0.8617, loss_cls: 1.2506, loss: 1.2506, grad_norm: 6.6356 2021-07-14 14:45:57,126 - mmaction - INFO - Epoch [250][240/1879] lr: 1.844e-04, eta: 3:07:26, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.7074, top5_acc: 0.8621, loss_cls: 1.2557, loss: 1.2557, grad_norm: 6.5134 2021-07-14 14:46:14,032 - mmaction - INFO - Epoch [250][260/1879] lr: 1.844e-04, eta: 3:07:09, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8645, loss_cls: 1.2810, loss: 1.2810, grad_norm: 6.8271 2021-07-14 14:46:30,843 - mmaction - INFO - Epoch [250][280/1879] lr: 1.844e-04, eta: 3:06:51, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8582, loss_cls: 1.3237, loss: 1.3237, grad_norm: 6.8911 2021-07-14 14:46:47,742 - mmaction - INFO - Epoch [250][300/1879] lr: 1.844e-04, eta: 3:06:34, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8574, loss_cls: 1.3302, loss: 1.3302, grad_norm: 6.8595 2021-07-14 14:47:04,653 - mmaction - INFO - Epoch [250][320/1879] lr: 1.844e-04, eta: 3:06:16, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8664, loss_cls: 1.2753, loss: 1.2753, grad_norm: 6.6085 2021-07-14 14:47:21,674 - mmaction - INFO - Epoch [250][340/1879] lr: 1.844e-04, eta: 3:05:59, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6887, top5_acc: 0.8473, loss_cls: 1.3498, loss: 1.3498, grad_norm: 6.7998 2021-07-14 14:47:38,663 - mmaction - INFO - Epoch [250][360/1879] lr: 1.844e-04, eta: 3:05:42, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6703, top5_acc: 0.8578, loss_cls: 1.3379, loss: 1.3379, grad_norm: 6.9956 2021-07-14 14:47:55,691 - mmaction - INFO - Epoch [250][380/1879] lr: 1.844e-04, eta: 3:05:24, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8555, loss_cls: 1.3457, loss: 1.3457, grad_norm: 6.7702 2021-07-14 14:48:12,612 - mmaction - INFO - Epoch [250][400/1879] lr: 1.844e-04, eta: 3:05:07, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8707, loss_cls: 1.2742, loss: 1.2742, grad_norm: 6.7703 2021-07-14 14:48:29,555 - mmaction - INFO - Epoch [250][420/1879] lr: 1.844e-04, eta: 3:04:49, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6957, top5_acc: 0.8613, loss_cls: 1.2875, loss: 1.2875, grad_norm: 6.7583 2021-07-14 14:48:46,298 - mmaction - INFO - Epoch [250][440/1879] lr: 1.844e-04, eta: 3:04:32, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8703, loss_cls: 1.2786, loss: 1.2786, grad_norm: 6.8020 2021-07-14 14:49:03,265 - mmaction - INFO - Epoch [250][460/1879] lr: 1.844e-04, eta: 3:04:14, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8582, loss_cls: 1.3094, loss: 1.3094, grad_norm: 6.8614 2021-07-14 14:49:19,973 - mmaction - INFO - Epoch [250][480/1879] lr: 1.844e-04, eta: 3:03:57, time: 0.834, data_time: 0.003, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8543, loss_cls: 1.2905, loss: 1.2905, grad_norm: 6.7020 2021-07-14 14:49:36,969 - mmaction - INFO - Epoch [250][500/1879] lr: 1.844e-04, eta: 3:03:39, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.7043, top5_acc: 0.8656, loss_cls: 1.2763, loss: 1.2763, grad_norm: 6.6874 2021-07-14 14:49:54,002 - mmaction - INFO - Epoch [250][520/1879] lr: 1.844e-04, eta: 3:03:22, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6809, top5_acc: 0.8531, loss_cls: 1.3603, loss: 1.3603, grad_norm: 6.9179 2021-07-14 14:50:10,914 - mmaction - INFO - Epoch [250][540/1879] lr: 1.844e-04, eta: 3:03:05, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8637, loss_cls: 1.3133, loss: 1.3133, grad_norm: 6.9417 2021-07-14 14:50:27,897 - mmaction - INFO - Epoch [250][560/1879] lr: 1.844e-04, eta: 3:02:47, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8504, loss_cls: 1.3527, loss: 1.3527, grad_norm: 6.7644 2021-07-14 14:50:44,855 - mmaction - INFO - Epoch [250][580/1879] lr: 1.844e-04, eta: 3:02:30, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6875, top5_acc: 0.8547, loss_cls: 1.3320, loss: 1.3320, grad_norm: 6.9274 2021-07-14 14:51:01,972 - mmaction - INFO - Epoch [250][600/1879] lr: 1.844e-04, eta: 3:02:12, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.7066, top5_acc: 0.8684, loss_cls: 1.2363, loss: 1.2363, grad_norm: 6.7121 2021-07-14 14:51:18,795 - mmaction - INFO - Epoch [250][620/1879] lr: 1.844e-04, eta: 3:01:55, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8664, loss_cls: 1.2893, loss: 1.2893, grad_norm: 6.8088 2021-07-14 14:51:35,731 - mmaction - INFO - Epoch [250][640/1879] lr: 1.844e-04, eta: 3:01:37, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.7148, top5_acc: 0.8688, loss_cls: 1.2315, loss: 1.2315, grad_norm: 6.6656 2021-07-14 14:51:52,678 - mmaction - INFO - Epoch [250][660/1879] lr: 1.844e-04, eta: 3:01:20, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8602, loss_cls: 1.2988, loss: 1.2988, grad_norm: 6.7491 2021-07-14 14:52:09,590 - mmaction - INFO - Epoch [250][680/1879] lr: 1.844e-04, eta: 3:01:02, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8594, loss_cls: 1.2814, loss: 1.2814, grad_norm: 6.6441 2021-07-14 14:52:26,545 - mmaction - INFO - Epoch [250][700/1879] lr: 1.844e-04, eta: 3:00:45, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6926, top5_acc: 0.8598, loss_cls: 1.2784, loss: 1.2784, grad_norm: 6.7165 2021-07-14 14:52:43,423 - mmaction - INFO - Epoch [250][720/1879] lr: 1.844e-04, eta: 3:00:28, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6809, top5_acc: 0.8516, loss_cls: 1.3479, loss: 1.3479, grad_norm: 6.7750 2021-07-14 14:53:00,298 - mmaction - INFO - Epoch [250][740/1879] lr: 1.844e-04, eta: 3:00:10, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6961, top5_acc: 0.8664, loss_cls: 1.2806, loss: 1.2806, grad_norm: 6.5802 2021-07-14 14:53:17,048 - mmaction - INFO - Epoch [250][760/1879] lr: 1.844e-04, eta: 2:59:53, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8582, loss_cls: 1.3269, loss: 1.3269, grad_norm: 6.7938 2021-07-14 14:53:34,090 - mmaction - INFO - Epoch [250][780/1879] lr: 1.844e-04, eta: 2:59:35, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8613, loss_cls: 1.2712, loss: 1.2712, grad_norm: 6.7118 2021-07-14 14:53:51,218 - mmaction - INFO - Epoch [250][800/1879] lr: 1.844e-04, eta: 2:59:18, time: 0.856, data_time: 0.001, memory: 6454, top1_acc: 0.6945, top5_acc: 0.8586, loss_cls: 1.3149, loss: 1.3149, grad_norm: 6.9125 2021-07-14 14:54:08,186 - mmaction - INFO - Epoch [250][820/1879] lr: 1.844e-04, eta: 2:59:00, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6758, top5_acc: 0.8539, loss_cls: 1.3581, loss: 1.3581, grad_norm: 6.9792 2021-07-14 14:54:24,834 - mmaction - INFO - Epoch [250][840/1879] lr: 1.844e-04, eta: 2:58:43, time: 0.830, data_time: 0.003, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8508, loss_cls: 1.3677, loss: 1.3677, grad_norm: 7.0658 2021-07-14 14:54:41,876 - mmaction - INFO - Epoch [250][860/1879] lr: 1.844e-04, eta: 2:58:25, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8480, loss_cls: 1.3707, loss: 1.3707, grad_norm: 6.9133 2021-07-14 14:54:58,846 - mmaction - INFO - Epoch [250][880/1879] lr: 1.844e-04, eta: 2:58:08, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8566, loss_cls: 1.3171, loss: 1.3171, grad_norm: 6.9214 2021-07-14 14:55:15,967 - mmaction - INFO - Epoch [250][900/1879] lr: 1.844e-04, eta: 2:57:51, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8523, loss_cls: 1.3062, loss: 1.3062, grad_norm: 6.7850 2021-07-14 14:55:32,841 - mmaction - INFO - Epoch [250][920/1879] lr: 1.844e-04, eta: 2:57:33, time: 0.847, data_time: 0.008, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8617, loss_cls: 1.2969, loss: 1.2969, grad_norm: 6.7431 2021-07-14 14:55:49,817 - mmaction - INFO - Epoch [250][940/1879] lr: 1.844e-04, eta: 2:57:16, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6941, top5_acc: 0.8609, loss_cls: 1.3244, loss: 1.3244, grad_norm: 6.9606 2021-07-14 14:56:06,460 - mmaction - INFO - Epoch [250][960/1879] lr: 1.844e-04, eta: 2:56:58, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.7008, top5_acc: 0.8621, loss_cls: 1.2807, loss: 1.2807, grad_norm: 6.7837 2021-07-14 14:56:23,182 - mmaction - INFO - Epoch [250][980/1879] lr: 1.844e-04, eta: 2:56:41, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.6699, top5_acc: 0.8520, loss_cls: 1.3869, loss: 1.3869, grad_norm: 7.0111 2021-07-14 14:56:40,283 - mmaction - INFO - Epoch [250][1000/1879] lr: 1.844e-04, eta: 2:56:23, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6996, top5_acc: 0.8711, loss_cls: 1.2664, loss: 1.2664, grad_norm: 6.7115 2021-07-14 14:56:57,313 - mmaction - INFO - Epoch [250][1020/1879] lr: 1.844e-04, eta: 2:56:06, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8547, loss_cls: 1.3441, loss: 1.3441, grad_norm: 6.9299 2021-07-14 14:57:14,329 - mmaction - INFO - Epoch [250][1040/1879] lr: 1.844e-04, eta: 2:55:48, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.7051, top5_acc: 0.8711, loss_cls: 1.2276, loss: 1.2276, grad_norm: 6.4532 2021-07-14 14:57:31,303 - mmaction - INFO - Epoch [250][1060/1879] lr: 1.844e-04, eta: 2:55:31, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8684, loss_cls: 1.2765, loss: 1.2765, grad_norm: 6.7368 2021-07-14 14:57:48,393 - mmaction - INFO - Epoch [250][1080/1879] lr: 1.844e-04, eta: 2:55:14, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8566, loss_cls: 1.3188, loss: 1.3188, grad_norm: 6.7954 2021-07-14 14:58:05,424 - mmaction - INFO - Epoch [250][1100/1879] lr: 1.844e-04, eta: 2:54:56, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8637, loss_cls: 1.2915, loss: 1.2915, grad_norm: 6.6866 2021-07-14 14:58:21,949 - mmaction - INFO - Epoch [250][1120/1879] lr: 1.844e-04, eta: 2:54:39, time: 0.826, data_time: 0.003, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8543, loss_cls: 1.3383, loss: 1.3383, grad_norm: 7.0188 2021-07-14 14:58:39,000 - mmaction - INFO - Epoch [250][1140/1879] lr: 1.844e-04, eta: 2:54:21, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.7031, top5_acc: 0.8664, loss_cls: 1.2805, loss: 1.2805, grad_norm: 6.8685 2021-07-14 14:58:56,198 - mmaction - INFO - Epoch [250][1160/1879] lr: 1.844e-04, eta: 2:54:04, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.6758, top5_acc: 0.8441, loss_cls: 1.3755, loss: 1.3755, grad_norm: 6.8966 2021-07-14 14:59:13,369 - mmaction - INFO - Epoch [250][1180/1879] lr: 1.844e-04, eta: 2:53:46, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8551, loss_cls: 1.3252, loss: 1.3252, grad_norm: 6.8939 2021-07-14 14:59:29,781 - mmaction - INFO - Epoch [250][1200/1879] lr: 1.844e-04, eta: 2:53:29, time: 0.821, data_time: 0.002, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8547, loss_cls: 1.3184, loss: 1.3184, grad_norm: 6.7865 2021-07-14 14:59:46,792 - mmaction - INFO - Epoch [250][1220/1879] lr: 1.844e-04, eta: 2:53:11, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8621, loss_cls: 1.2688, loss: 1.2688, grad_norm: 6.7384 2021-07-14 15:00:03,693 - mmaction - INFO - Epoch [250][1240/1879] lr: 1.844e-04, eta: 2:52:54, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8574, loss_cls: 1.2755, loss: 1.2755, grad_norm: 6.7305 2021-07-14 15:00:20,359 - mmaction - INFO - Epoch [250][1260/1879] lr: 1.844e-04, eta: 2:52:36, time: 0.831, data_time: 0.001, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8664, loss_cls: 1.2701, loss: 1.2701, grad_norm: 6.7728 2021-07-14 15:00:37,075 - mmaction - INFO - Epoch [250][1280/1879] lr: 1.844e-04, eta: 2:52:19, time: 0.835, data_time: 0.005, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8465, loss_cls: 1.3355, loss: 1.3355, grad_norm: 6.8163 2021-07-14 15:00:54,104 - mmaction - INFO - Epoch [250][1300/1879] lr: 1.844e-04, eta: 2:52:02, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8484, loss_cls: 1.3479, loss: 1.3479, grad_norm: 6.9225 2021-07-14 15:01:11,216 - mmaction - INFO - Epoch [250][1320/1879] lr: 1.844e-04, eta: 2:51:44, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.7027, top5_acc: 0.8652, loss_cls: 1.2765, loss: 1.2765, grad_norm: 6.7280 2021-07-14 15:01:28,325 - mmaction - INFO - Epoch [250][1340/1879] lr: 1.844e-04, eta: 2:51:27, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.6687, top5_acc: 0.8535, loss_cls: 1.3519, loss: 1.3519, grad_norm: 7.0173 2021-07-14 15:01:45,186 - mmaction - INFO - Epoch [250][1360/1879] lr: 1.844e-04, eta: 2:51:09, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.7008, top5_acc: 0.8719, loss_cls: 1.2269, loss: 1.2269, grad_norm: 6.5804 2021-07-14 15:02:02,553 - mmaction - INFO - Epoch [250][1380/1879] lr: 1.844e-04, eta: 2:50:52, time: 0.867, data_time: 0.005, memory: 6454, top1_acc: 0.6906, top5_acc: 0.8566, loss_cls: 1.3011, loss: 1.3011, grad_norm: 6.7243 2021-07-14 15:02:19,148 - mmaction - INFO - Epoch [250][1400/1879] lr: 1.844e-04, eta: 2:50:34, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8656, loss_cls: 1.2633, loss: 1.2633, grad_norm: 6.6573 2021-07-14 15:02:36,589 - mmaction - INFO - Epoch [250][1420/1879] lr: 1.844e-04, eta: 2:50:17, time: 0.871, data_time: 0.001, memory: 6454, top1_acc: 0.7129, top5_acc: 0.8652, loss_cls: 1.2278, loss: 1.2278, grad_norm: 6.5798 2021-07-14 15:02:53,728 - mmaction - INFO - Epoch [250][1440/1879] lr: 1.844e-04, eta: 2:50:00, time: 0.857, data_time: 0.005, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8551, loss_cls: 1.3284, loss: 1.3284, grad_norm: 6.7830 2021-07-14 15:03:10,367 - mmaction - INFO - Epoch [250][1460/1879] lr: 1.844e-04, eta: 2:49:42, time: 0.831, data_time: 0.002, memory: 6454, top1_acc: 0.6844, top5_acc: 0.8578, loss_cls: 1.3177, loss: 1.3177, grad_norm: 6.8940 2021-07-14 15:03:26,869 - mmaction - INFO - Epoch [250][1480/1879] lr: 1.844e-04, eta: 2:49:25, time: 0.826, data_time: 0.005, memory: 6454, top1_acc: 0.7008, top5_acc: 0.8582, loss_cls: 1.2704, loss: 1.2704, grad_norm: 6.8165 2021-07-14 15:03:43,759 - mmaction - INFO - Epoch [250][1500/1879] lr: 1.844e-04, eta: 2:49:07, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6785, top5_acc: 0.8574, loss_cls: 1.3253, loss: 1.3253, grad_norm: 6.9291 2021-07-14 15:04:00,855 - mmaction - INFO - Epoch [250][1520/1879] lr: 1.844e-04, eta: 2:48:50, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6945, top5_acc: 0.8633, loss_cls: 1.2841, loss: 1.2841, grad_norm: 6.8024 2021-07-14 15:04:17,716 - mmaction - INFO - Epoch [250][1540/1879] lr: 1.844e-04, eta: 2:48:32, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8574, loss_cls: 1.3541, loss: 1.3541, grad_norm: 7.0048 2021-07-14 15:04:34,808 - mmaction - INFO - Epoch [250][1560/1879] lr: 1.844e-04, eta: 2:48:15, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8656, loss_cls: 1.2899, loss: 1.2899, grad_norm: 6.7491 2021-07-14 15:04:52,026 - mmaction - INFO - Epoch [250][1580/1879] lr: 1.844e-04, eta: 2:47:57, time: 0.859, data_time: 0.001, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8613, loss_cls: 1.3244, loss: 1.3244, grad_norm: 6.8315 2021-07-14 15:05:09,283 - mmaction - INFO - Epoch [250][1600/1879] lr: 1.844e-04, eta: 2:47:40, time: 0.862, data_time: 0.003, memory: 6454, top1_acc: 0.6949, top5_acc: 0.8582, loss_cls: 1.2818, loss: 1.2818, grad_norm: 6.7014 2021-07-14 15:05:26,194 - mmaction - INFO - Epoch [250][1620/1879] lr: 1.844e-04, eta: 2:47:23, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6887, top5_acc: 0.8547, loss_cls: 1.3485, loss: 1.3485, grad_norm: 6.8815 2021-07-14 15:05:43,102 - mmaction - INFO - Epoch [250][1640/1879] lr: 1.844e-04, eta: 2:47:05, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8625, loss_cls: 1.3254, loss: 1.3254, grad_norm: 7.0445 2021-07-14 15:05:59,984 - mmaction - INFO - Epoch [250][1660/1879] lr: 1.844e-04, eta: 2:46:48, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8512, loss_cls: 1.3254, loss: 1.3254, grad_norm: 6.9011 2021-07-14 15:06:16,990 - mmaction - INFO - Epoch [250][1680/1879] lr: 1.844e-04, eta: 2:46:30, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8535, loss_cls: 1.3664, loss: 1.3664, grad_norm: 6.9595 2021-07-14 15:06:33,939 - mmaction - INFO - Epoch [250][1700/1879] lr: 1.844e-04, eta: 2:46:13, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6992, top5_acc: 0.8668, loss_cls: 1.2726, loss: 1.2726, grad_norm: 6.5987 2021-07-14 15:06:51,048 - mmaction - INFO - Epoch [250][1720/1879] lr: 1.844e-04, eta: 2:45:55, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8516, loss_cls: 1.3225, loss: 1.3225, grad_norm: 6.7562 2021-07-14 15:07:07,740 - mmaction - INFO - Epoch [250][1740/1879] lr: 1.844e-04, eta: 2:45:38, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8625, loss_cls: 1.2967, loss: 1.2967, grad_norm: 6.8683 2021-07-14 15:07:24,716 - mmaction - INFO - Epoch [250][1760/1879] lr: 1.844e-04, eta: 2:45:20, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8480, loss_cls: 1.3385, loss: 1.3385, grad_norm: 6.7132 2021-07-14 15:07:41,915 - mmaction - INFO - Epoch [250][1780/1879] lr: 1.844e-04, eta: 2:45:03, time: 0.856, data_time: 0.001, memory: 6454, top1_acc: 0.7074, top5_acc: 0.8715, loss_cls: 1.2686, loss: 1.2686, grad_norm: 6.6527 2021-07-14 15:07:58,952 - mmaction - INFO - Epoch [250][1800/1879] lr: 1.844e-04, eta: 2:44:46, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6781, top5_acc: 0.8500, loss_cls: 1.3435, loss: 1.3435, grad_norm: 6.9217 2021-07-14 15:08:15,774 - mmaction - INFO - Epoch [250][1820/1879] lr: 1.844e-04, eta: 2:44:28, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.7039, top5_acc: 0.8766, loss_cls: 1.2262, loss: 1.2262, grad_norm: 6.6818 2021-07-14 15:08:32,740 - mmaction - INFO - Epoch [250][1840/1879] lr: 1.844e-04, eta: 2:44:11, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8559, loss_cls: 1.3044, loss: 1.3044, grad_norm: 6.7380 2021-07-14 15:08:50,087 - mmaction - INFO - Epoch [250][1860/1879] lr: 1.844e-04, eta: 2:43:53, time: 0.869, data_time: 0.005, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8645, loss_cls: 1.2723, loss: 1.2723, grad_norm: 6.7381 2021-07-14 15:11:53,904 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-14 15:11:54,742 - mmaction - INFO - top1_acc 0.6892 top5_acc 0.8793 2021-07-14 15:11:54,742 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-14 15:11:54,771 - mmaction - INFO - mean_acc 0.6891 2021-07-14 15:11:56,905 - mmaction - INFO - Now best checkpoint is saved as best_top1_acc_epoch_250.pth. 2021-07-14 15:11:56,906 - mmaction - INFO - Best top1_acc is 0.6892 at 250 epoch. 2021-07-14 15:11:56,920 - mmaction - INFO - Epoch(val) [250][155] top1_acc: 0.6892, top5_acc: 0.8793, mean_class_accuracy: 0.6891 2021-07-14 15:12:54,368 - mmaction - INFO - Epoch [251][20/1879] lr: 1.355e-04, eta: 2:43:21, time: 2.872, data_time: 1.755, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8648, loss_cls: 1.3009, loss: 1.3009, grad_norm: 6.8511 2021-07-14 15:13:10,878 - mmaction - INFO - Epoch [251][40/1879] lr: 1.355e-04, eta: 2:43:03, time: 0.825, data_time: 0.004, memory: 6454, top1_acc: 0.6937, top5_acc: 0.8605, loss_cls: 1.2739, loss: 1.2739, grad_norm: 6.7486 2021-07-14 15:13:27,400 - mmaction - INFO - Epoch [251][60/1879] lr: 1.355e-04, eta: 2:42:46, time: 0.823, data_time: 0.005, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8664, loss_cls: 1.2695, loss: 1.2695, grad_norm: 6.8868 2021-07-14 15:13:44,291 - mmaction - INFO - Epoch [251][80/1879] lr: 1.355e-04, eta: 2:42:28, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8566, loss_cls: 1.3448, loss: 1.3448, grad_norm: 6.9494 2021-07-14 15:14:01,193 - mmaction - INFO - Epoch [251][100/1879] lr: 1.355e-04, eta: 2:42:11, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8590, loss_cls: 1.3190, loss: 1.3190, grad_norm: 6.7645 2021-07-14 15:14:17,962 - mmaction - INFO - Epoch [251][120/1879] lr: 1.355e-04, eta: 2:41:53, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8531, loss_cls: 1.3554, loss: 1.3554, grad_norm: 7.1095 2021-07-14 15:14:34,709 - mmaction - INFO - Epoch [251][140/1879] lr: 1.355e-04, eta: 2:41:36, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8730, loss_cls: 1.2676, loss: 1.2676, grad_norm: 6.8168 2021-07-14 15:14:51,580 - mmaction - INFO - Epoch [251][160/1879] lr: 1.355e-04, eta: 2:41:18, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8465, loss_cls: 1.3821, loss: 1.3821, grad_norm: 6.9864 2021-07-14 15:15:08,576 - mmaction - INFO - Epoch [251][180/1879] lr: 1.355e-04, eta: 2:41:01, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8633, loss_cls: 1.3111, loss: 1.3111, grad_norm: 6.7573 2021-07-14 15:15:25,634 - mmaction - INFO - Epoch [251][200/1879] lr: 1.355e-04, eta: 2:40:44, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.7004, top5_acc: 0.8586, loss_cls: 1.2869, loss: 1.2869, grad_norm: 6.6109 2021-07-14 15:15:42,575 - mmaction - INFO - Epoch [251][220/1879] lr: 1.355e-04, eta: 2:40:26, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8668, loss_cls: 1.2609, loss: 1.2609, grad_norm: 6.7850 2021-07-14 15:15:59,790 - mmaction - INFO - Epoch [251][240/1879] lr: 1.355e-04, eta: 2:40:09, time: 0.861, data_time: 0.003, memory: 6454, top1_acc: 0.7125, top5_acc: 0.8660, loss_cls: 1.2368, loss: 1.2368, grad_norm: 6.6034 2021-07-14 15:16:16,853 - mmaction - INFO - Epoch [251][260/1879] lr: 1.355e-04, eta: 2:39:51, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.7063, top5_acc: 0.8691, loss_cls: 1.2560, loss: 1.2560, grad_norm: 6.6652 2021-07-14 15:16:33,769 - mmaction - INFO - Epoch [251][280/1879] lr: 1.355e-04, eta: 2:39:34, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6852, top5_acc: 0.8582, loss_cls: 1.3336, loss: 1.3336, grad_norm: 6.8635 2021-07-14 15:16:50,610 - mmaction - INFO - Epoch [251][300/1879] lr: 1.355e-04, eta: 2:39:16, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6875, top5_acc: 0.8625, loss_cls: 1.2960, loss: 1.2960, grad_norm: 6.7901 2021-07-14 15:17:07,568 - mmaction - INFO - Epoch [251][320/1879] lr: 1.355e-04, eta: 2:38:59, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8578, loss_cls: 1.3299, loss: 1.3299, grad_norm: 6.8345 2021-07-14 15:17:24,475 - mmaction - INFO - Epoch [251][340/1879] lr: 1.355e-04, eta: 2:38:41, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6937, top5_acc: 0.8582, loss_cls: 1.3297, loss: 1.3297, grad_norm: 6.9324 2021-07-14 15:17:41,548 - mmaction - INFO - Epoch [251][360/1879] lr: 1.355e-04, eta: 2:38:24, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6852, top5_acc: 0.8566, loss_cls: 1.3308, loss: 1.3308, grad_norm: 6.8288 2021-07-14 15:17:58,487 - mmaction - INFO - Epoch [251][380/1879] lr: 1.355e-04, eta: 2:38:07, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.7039, top5_acc: 0.8684, loss_cls: 1.2640, loss: 1.2640, grad_norm: 6.6696 2021-07-14 15:18:15,683 - mmaction - INFO - Epoch [251][400/1879] lr: 1.355e-04, eta: 2:37:49, time: 0.859, data_time: 0.008, memory: 6454, top1_acc: 0.6684, top5_acc: 0.8520, loss_cls: 1.3665, loss: 1.3665, grad_norm: 6.9192 2021-07-14 15:18:32,571 - mmaction - INFO - Epoch [251][420/1879] lr: 1.355e-04, eta: 2:37:32, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6945, top5_acc: 0.8648, loss_cls: 1.2780, loss: 1.2780, grad_norm: 6.7570 2021-07-14 15:18:49,331 - mmaction - INFO - Epoch [251][440/1879] lr: 1.355e-04, eta: 2:37:14, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8574, loss_cls: 1.3215, loss: 1.3215, grad_norm: 6.8567 2021-07-14 15:19:06,002 - mmaction - INFO - Epoch [251][460/1879] lr: 1.355e-04, eta: 2:36:57, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8637, loss_cls: 1.2982, loss: 1.2982, grad_norm: 6.6718 2021-07-14 15:19:23,099 - mmaction - INFO - Epoch [251][480/1879] lr: 1.355e-04, eta: 2:36:39, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6926, top5_acc: 0.8621, loss_cls: 1.3058, loss: 1.3058, grad_norm: 6.7673 2021-07-14 15:19:39,510 - mmaction - INFO - Epoch [251][500/1879] lr: 1.355e-04, eta: 2:36:22, time: 0.826, data_time: 0.006, memory: 6454, top1_acc: 0.6887, top5_acc: 0.8527, loss_cls: 1.3143, loss: 1.3143, grad_norm: 6.9268 2021-07-14 15:19:56,359 - mmaction - INFO - Epoch [251][520/1879] lr: 1.355e-04, eta: 2:36:04, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6926, top5_acc: 0.8598, loss_cls: 1.3038, loss: 1.3038, grad_norm: 6.7400 2021-07-14 15:20:13,477 - mmaction - INFO - Epoch [251][540/1879] lr: 1.355e-04, eta: 2:35:47, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8637, loss_cls: 1.2688, loss: 1.2688, grad_norm: 6.8117 2021-07-14 15:20:30,592 - mmaction - INFO - Epoch [251][560/1879] lr: 1.355e-04, eta: 2:35:30, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.7004, top5_acc: 0.8730, loss_cls: 1.2385, loss: 1.2385, grad_norm: 6.7223 2021-07-14 15:20:47,341 - mmaction - INFO - Epoch [251][580/1879] lr: 1.355e-04, eta: 2:35:12, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8629, loss_cls: 1.2842, loss: 1.2842, grad_norm: 6.7373 2021-07-14 15:21:04,263 - mmaction - INFO - Epoch [251][600/1879] lr: 1.355e-04, eta: 2:34:55, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6961, top5_acc: 0.8574, loss_cls: 1.2783, loss: 1.2783, grad_norm: 6.6958 2021-07-14 15:21:21,117 - mmaction - INFO - Epoch [251][620/1879] lr: 1.355e-04, eta: 2:34:37, time: 0.841, data_time: 0.001, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8508, loss_cls: 1.3490, loss: 1.3490, grad_norm: 7.0183 2021-07-14 15:21:38,163 - mmaction - INFO - Epoch [251][640/1879] lr: 1.355e-04, eta: 2:34:20, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8598, loss_cls: 1.2987, loss: 1.2987, grad_norm: 6.7179 2021-07-14 15:21:55,326 - mmaction - INFO - Epoch [251][660/1879] lr: 1.355e-04, eta: 2:34:02, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8551, loss_cls: 1.3355, loss: 1.3355, grad_norm: 6.8339 2021-07-14 15:22:12,519 - mmaction - INFO - Epoch [251][680/1879] lr: 1.355e-04, eta: 2:33:45, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8520, loss_cls: 1.3519, loss: 1.3519, grad_norm: 6.8907 2021-07-14 15:22:30,040 - mmaction - INFO - Epoch [251][700/1879] lr: 1.355e-04, eta: 2:33:28, time: 0.876, data_time: 0.005, memory: 6454, top1_acc: 0.6977, top5_acc: 0.8645, loss_cls: 1.2878, loss: 1.2878, grad_norm: 6.8095 2021-07-14 15:22:46,920 - mmaction - INFO - Epoch [251][720/1879] lr: 1.355e-04, eta: 2:33:10, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.6949, top5_acc: 0.8691, loss_cls: 1.2762, loss: 1.2762, grad_norm: 6.7547 2021-07-14 15:23:03,734 - mmaction - INFO - Epoch [251][740/1879] lr: 1.355e-04, eta: 2:32:53, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8566, loss_cls: 1.3371, loss: 1.3371, grad_norm: 6.8650 2021-07-14 15:23:20,752 - mmaction - INFO - Epoch [251][760/1879] lr: 1.355e-04, eta: 2:32:35, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6934, top5_acc: 0.8516, loss_cls: 1.3135, loss: 1.3135, grad_norm: 6.7599 2021-07-14 15:23:37,865 - mmaction - INFO - Epoch [251][780/1879] lr: 1.355e-04, eta: 2:32:18, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6910, top5_acc: 0.8656, loss_cls: 1.3006, loss: 1.3006, grad_norm: 6.7113 2021-07-14 15:23:54,595 - mmaction - INFO - Epoch [251][800/1879] lr: 1.355e-04, eta: 2:32:00, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8578, loss_cls: 1.2906, loss: 1.2906, grad_norm: 6.8466 2021-07-14 15:24:11,790 - mmaction - INFO - Epoch [251][820/1879] lr: 1.355e-04, eta: 2:31:43, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8746, loss_cls: 1.2514, loss: 1.2514, grad_norm: 6.6401 2021-07-14 15:24:28,814 - mmaction - INFO - Epoch [251][840/1879] lr: 1.355e-04, eta: 2:31:25, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6957, top5_acc: 0.8715, loss_cls: 1.2763, loss: 1.2763, grad_norm: 6.8385 2021-07-14 15:24:46,286 - mmaction - INFO - Epoch [251][860/1879] lr: 1.355e-04, eta: 2:31:08, time: 0.873, data_time: 0.002, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8543, loss_cls: 1.2830, loss: 1.2830, grad_norm: 6.7752 2021-07-14 15:25:03,934 - mmaction - INFO - Epoch [251][880/1879] lr: 1.355e-04, eta: 2:30:51, time: 0.884, data_time: 0.004, memory: 6454, top1_acc: 0.6957, top5_acc: 0.8664, loss_cls: 1.2832, loss: 1.2832, grad_norm: 6.7076 2021-07-14 15:25:20,935 - mmaction - INFO - Epoch [251][900/1879] lr: 1.355e-04, eta: 2:30:33, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.7012, top5_acc: 0.8688, loss_cls: 1.2494, loss: 1.2494, grad_norm: 6.6969 2021-07-14 15:25:38,130 - mmaction - INFO - Epoch [251][920/1879] lr: 1.355e-04, eta: 2:30:16, time: 0.858, data_time: 0.003, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8551, loss_cls: 1.3405, loss: 1.3405, grad_norm: 6.7940 2021-07-14 15:25:54,961 - mmaction - INFO - Epoch [251][940/1879] lr: 1.355e-04, eta: 2:29:58, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8551, loss_cls: 1.3663, loss: 1.3663, grad_norm: 6.9642 2021-07-14 15:26:11,949 - mmaction - INFO - Epoch [251][960/1879] lr: 1.355e-04, eta: 2:29:41, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.7020, top5_acc: 0.8672, loss_cls: 1.2629, loss: 1.2629, grad_norm: 6.8020 2021-07-14 15:26:28,971 - mmaction - INFO - Epoch [251][980/1879] lr: 1.355e-04, eta: 2:29:23, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.7043, top5_acc: 0.8672, loss_cls: 1.2464, loss: 1.2464, grad_norm: 6.7003 2021-07-14 15:26:45,530 - mmaction - INFO - Epoch [251][1000/1879] lr: 1.355e-04, eta: 2:29:06, time: 0.828, data_time: 0.002, memory: 6454, top1_acc: 0.7012, top5_acc: 0.8609, loss_cls: 1.3121, loss: 1.3121, grad_norm: 6.8414 2021-07-14 15:27:02,389 - mmaction - INFO - Epoch [251][1020/1879] lr: 1.355e-04, eta: 2:28:49, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6934, top5_acc: 0.8648, loss_cls: 1.2897, loss: 1.2897, grad_norm: 6.6902 2021-07-14 15:27:19,493 - mmaction - INFO - Epoch [251][1040/1879] lr: 1.355e-04, eta: 2:28:31, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8570, loss_cls: 1.3337, loss: 1.3337, grad_norm: 6.8872 2021-07-14 15:27:36,335 - mmaction - INFO - Epoch [251][1060/1879] lr: 1.355e-04, eta: 2:28:14, time: 0.842, data_time: 0.009, memory: 6454, top1_acc: 0.6723, top5_acc: 0.8656, loss_cls: 1.3141, loss: 1.3141, grad_norm: 6.8287 2021-07-14 15:27:53,422 - mmaction - INFO - Epoch [251][1080/1879] lr: 1.355e-04, eta: 2:27:56, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8652, loss_cls: 1.2980, loss: 1.2980, grad_norm: 6.7718 2021-07-14 15:28:10,492 - mmaction - INFO - Epoch [251][1100/1879] lr: 1.355e-04, eta: 2:27:39, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8621, loss_cls: 1.2595, loss: 1.2595, grad_norm: 6.7383 2021-07-14 15:28:27,262 - mmaction - INFO - Epoch [251][1120/1879] lr: 1.355e-04, eta: 2:27:21, time: 0.840, data_time: 0.007, memory: 6454, top1_acc: 0.6785, top5_acc: 0.8617, loss_cls: 1.3311, loss: 1.3311, grad_norm: 6.9334 2021-07-14 15:28:43,980 - mmaction - INFO - Epoch [251][1140/1879] lr: 1.355e-04, eta: 2:27:04, time: 0.836, data_time: 0.002, memory: 6454, top1_acc: 0.6996, top5_acc: 0.8613, loss_cls: 1.2902, loss: 1.2902, grad_norm: 6.8345 2021-07-14 15:29:00,917 - mmaction - INFO - Epoch [251][1160/1879] lr: 1.355e-04, eta: 2:26:47, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8625, loss_cls: 1.2913, loss: 1.2913, grad_norm: 6.8480 2021-07-14 15:29:18,012 - mmaction - INFO - Epoch [251][1180/1879] lr: 1.355e-04, eta: 2:26:29, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8539, loss_cls: 1.3490, loss: 1.3490, grad_norm: 6.9072 2021-07-14 15:29:35,034 - mmaction - INFO - Epoch [251][1200/1879] lr: 1.355e-04, eta: 2:26:12, time: 0.854, data_time: 0.007, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8586, loss_cls: 1.2898, loss: 1.2898, grad_norm: 6.7576 2021-07-14 15:29:52,329 - mmaction - INFO - Epoch [251][1220/1879] lr: 1.355e-04, eta: 2:25:54, time: 0.863, data_time: 0.002, memory: 6454, top1_acc: 0.7012, top5_acc: 0.8750, loss_cls: 1.2355, loss: 1.2355, grad_norm: 6.7165 2021-07-14 15:30:09,287 - mmaction - INFO - Epoch [251][1240/1879] lr: 1.355e-04, eta: 2:25:37, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8570, loss_cls: 1.2975, loss: 1.2975, grad_norm: 6.8726 2021-07-14 15:30:26,046 - mmaction - INFO - Epoch [251][1260/1879] lr: 1.355e-04, eta: 2:25:19, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.7023, top5_acc: 0.8664, loss_cls: 1.2622, loss: 1.2622, grad_norm: 6.6804 2021-07-14 15:30:43,036 - mmaction - INFO - Epoch [251][1280/1879] lr: 1.355e-04, eta: 2:25:02, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8598, loss_cls: 1.3079, loss: 1.3079, grad_norm: 6.9265 2021-07-14 15:31:00,128 - mmaction - INFO - Epoch [251][1300/1879] lr: 1.355e-04, eta: 2:24:44, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6977, top5_acc: 0.8594, loss_cls: 1.2967, loss: 1.2967, grad_norm: 6.7397 2021-07-14 15:31:17,431 - mmaction - INFO - Epoch [251][1320/1879] lr: 1.355e-04, eta: 2:24:27, time: 0.869, data_time: 0.008, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8711, loss_cls: 1.2371, loss: 1.2371, grad_norm: 6.6583 2021-07-14 15:31:34,513 - mmaction - INFO - Epoch [251][1340/1879] lr: 1.355e-04, eta: 2:24:10, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8574, loss_cls: 1.3049, loss: 1.3049, grad_norm: 6.7101 2021-07-14 15:31:51,664 - mmaction - INFO - Epoch [251][1360/1879] lr: 1.355e-04, eta: 2:23:52, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6805, top5_acc: 0.8578, loss_cls: 1.3066, loss: 1.3066, grad_norm: 6.7170 2021-07-14 15:32:08,750 - mmaction - INFO - Epoch [251][1380/1879] lr: 1.355e-04, eta: 2:23:35, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8699, loss_cls: 1.2836, loss: 1.2836, grad_norm: 6.7705 2021-07-14 15:32:25,728 - mmaction - INFO - Epoch [251][1400/1879] lr: 1.355e-04, eta: 2:23:17, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.7031, top5_acc: 0.8578, loss_cls: 1.2699, loss: 1.2699, grad_norm: 6.8114 2021-07-14 15:32:42,322 - mmaction - INFO - Epoch [251][1420/1879] lr: 1.355e-04, eta: 2:23:00, time: 0.832, data_time: 0.003, memory: 6454, top1_acc: 0.7047, top5_acc: 0.8695, loss_cls: 1.2418, loss: 1.2418, grad_norm: 6.7015 2021-07-14 15:32:59,090 - mmaction - INFO - Epoch [251][1440/1879] lr: 1.355e-04, eta: 2:22:42, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8570, loss_cls: 1.3311, loss: 1.3311, grad_norm: 6.7947 2021-07-14 15:33:16,166 - mmaction - INFO - Epoch [251][1460/1879] lr: 1.355e-04, eta: 2:22:25, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8578, loss_cls: 1.3064, loss: 1.3064, grad_norm: 6.9650 2021-07-14 15:33:32,929 - mmaction - INFO - Epoch [251][1480/1879] lr: 1.355e-04, eta: 2:22:08, time: 0.839, data_time: 0.004, memory: 6454, top1_acc: 0.7172, top5_acc: 0.8742, loss_cls: 1.1870, loss: 1.1870, grad_norm: 6.5137 2021-07-14 15:33:49,834 - mmaction - INFO - Epoch [251][1500/1879] lr: 1.355e-04, eta: 2:21:50, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6957, top5_acc: 0.8598, loss_cls: 1.3337, loss: 1.3337, grad_norm: 6.8207 2021-07-14 15:34:06,695 - mmaction - INFO - Epoch [251][1520/1879] lr: 1.355e-04, eta: 2:21:33, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8617, loss_cls: 1.2927, loss: 1.2927, grad_norm: 6.8696 2021-07-14 15:34:23,636 - mmaction - INFO - Epoch [251][1540/1879] lr: 1.355e-04, eta: 2:21:15, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8496, loss_cls: 1.3784, loss: 1.3784, grad_norm: 6.9951 2021-07-14 15:34:40,807 - mmaction - INFO - Epoch [251][1560/1879] lr: 1.355e-04, eta: 2:20:58, time: 0.856, data_time: 0.001, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8594, loss_cls: 1.3149, loss: 1.3149, grad_norm: 6.8049 2021-07-14 15:34:57,668 - mmaction - INFO - Epoch [251][1580/1879] lr: 1.355e-04, eta: 2:20:40, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8625, loss_cls: 1.2921, loss: 1.2921, grad_norm: 6.9142 2021-07-14 15:35:14,642 - mmaction - INFO - Epoch [251][1600/1879] lr: 1.355e-04, eta: 2:20:23, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6988, top5_acc: 0.8719, loss_cls: 1.2587, loss: 1.2587, grad_norm: 6.6557 2021-07-14 15:35:31,515 - mmaction - INFO - Epoch [251][1620/1879] lr: 1.355e-04, eta: 2:20:06, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8516, loss_cls: 1.3287, loss: 1.3287, grad_norm: 6.9031 2021-07-14 15:35:48,136 - mmaction - INFO - Epoch [251][1640/1879] lr: 1.355e-04, eta: 2:19:48, time: 0.828, data_time: 0.006, memory: 6454, top1_acc: 0.7121, top5_acc: 0.8727, loss_cls: 1.2152, loss: 1.2152, grad_norm: 6.5191 2021-07-14 15:36:04,847 - mmaction - INFO - Epoch [251][1660/1879] lr: 1.355e-04, eta: 2:19:31, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8684, loss_cls: 1.3022, loss: 1.3022, grad_norm: 6.8011 2021-07-14 15:36:21,836 - mmaction - INFO - Epoch [251][1680/1879] lr: 1.355e-04, eta: 2:19:13, time: 0.849, data_time: 0.007, memory: 6454, top1_acc: 0.7027, top5_acc: 0.8645, loss_cls: 1.2872, loss: 1.2872, grad_norm: 6.7562 2021-07-14 15:36:38,705 - mmaction - INFO - Epoch [251][1700/1879] lr: 1.355e-04, eta: 2:18:56, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6926, top5_acc: 0.8711, loss_cls: 1.2487, loss: 1.2487, grad_norm: 6.7351 2021-07-14 15:36:55,720 - mmaction - INFO - Epoch [251][1720/1879] lr: 1.355e-04, eta: 2:18:38, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8645, loss_cls: 1.2593, loss: 1.2593, grad_norm: 6.6980 2021-07-14 15:37:12,725 - mmaction - INFO - Epoch [251][1740/1879] lr: 1.355e-04, eta: 2:18:21, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8629, loss_cls: 1.2710, loss: 1.2710, grad_norm: 6.7499 2021-07-14 15:37:29,795 - mmaction - INFO - Epoch [251][1760/1879] lr: 1.355e-04, eta: 2:18:03, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8496, loss_cls: 1.3687, loss: 1.3687, grad_norm: 6.7449 2021-07-14 15:37:46,800 - mmaction - INFO - Epoch [251][1780/1879] lr: 1.355e-04, eta: 2:17:46, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.7000, top5_acc: 0.8574, loss_cls: 1.2990, loss: 1.2990, grad_norm: 6.7305 2021-07-14 15:38:03,429 - mmaction - INFO - Epoch [251][1800/1879] lr: 1.355e-04, eta: 2:17:29, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.6980, top5_acc: 0.8625, loss_cls: 1.2806, loss: 1.2806, grad_norm: 6.8286 2021-07-14 15:38:20,545 - mmaction - INFO - Epoch [251][1820/1879] lr: 1.355e-04, eta: 2:17:11, time: 0.856, data_time: 0.008, memory: 6454, top1_acc: 0.7027, top5_acc: 0.8613, loss_cls: 1.2669, loss: 1.2669, grad_norm: 6.7515 2021-07-14 15:38:37,382 - mmaction - INFO - Epoch [251][1840/1879] lr: 1.355e-04, eta: 2:16:54, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8641, loss_cls: 1.2761, loss: 1.2761, grad_norm: 6.7461 2021-07-14 15:38:54,403 - mmaction - INFO - Epoch [251][1860/1879] lr: 1.355e-04, eta: 2:16:36, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8551, loss_cls: 1.3288, loss: 1.3288, grad_norm: 6.8870 2021-07-14 15:40:36,264 - mmaction - INFO - Epoch [252][20/1879] lr: 9.409e-05, eta: 2:16:04, time: 4.095, data_time: 3.038, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8570, loss_cls: 1.3220, loss: 1.3220, grad_norm: 6.8445 2021-07-14 15:40:52,849 - mmaction - INFO - Epoch [252][40/1879] lr: 9.409e-05, eta: 2:15:47, time: 0.829, data_time: 0.002, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8520, loss_cls: 1.3095, loss: 1.3095, grad_norm: 6.8425 2021-07-14 15:41:09,524 - mmaction - INFO - Epoch [252][60/1879] lr: 9.409e-05, eta: 2:15:29, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.7031, top5_acc: 0.8695, loss_cls: 1.2262, loss: 1.2262, grad_norm: 6.6629 2021-07-14 15:41:25,965 - mmaction - INFO - Epoch [252][80/1879] lr: 9.409e-05, eta: 2:15:12, time: 0.822, data_time: 0.001, memory: 6454, top1_acc: 0.7023, top5_acc: 0.8570, loss_cls: 1.2680, loss: 1.2680, grad_norm: 6.5311 2021-07-14 15:41:42,878 - mmaction - INFO - Epoch [252][100/1879] lr: 9.409e-05, eta: 2:14:55, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6957, top5_acc: 0.8633, loss_cls: 1.2793, loss: 1.2793, grad_norm: 6.9251 2021-07-14 15:41:59,519 - mmaction - INFO - Epoch [252][120/1879] lr: 9.409e-05, eta: 2:14:37, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.7133, top5_acc: 0.8688, loss_cls: 1.2411, loss: 1.2411, grad_norm: 6.6675 2021-07-14 15:42:16,059 - mmaction - INFO - Epoch [252][140/1879] lr: 9.409e-05, eta: 2:14:20, time: 0.826, data_time: 0.001, memory: 6454, top1_acc: 0.6707, top5_acc: 0.8633, loss_cls: 1.3184, loss: 1.3184, grad_norm: 7.0399 2021-07-14 15:42:32,823 - mmaction - INFO - Epoch [252][160/1879] lr: 9.409e-05, eta: 2:14:02, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8707, loss_cls: 1.2694, loss: 1.2694, grad_norm: 6.8663 2021-07-14 15:42:49,953 - mmaction - INFO - Epoch [252][180/1879] lr: 9.409e-05, eta: 2:13:45, time: 0.857, data_time: 0.006, memory: 6454, top1_acc: 0.6945, top5_acc: 0.8566, loss_cls: 1.2715, loss: 1.2715, grad_norm: 6.7825 2021-07-14 15:43:06,866 - mmaction - INFO - Epoch [252][200/1879] lr: 9.409e-05, eta: 2:13:27, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8512, loss_cls: 1.3047, loss: 1.3047, grad_norm: 6.7870 2021-07-14 15:43:23,937 - mmaction - INFO - Epoch [252][220/1879] lr: 9.409e-05, eta: 2:13:10, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6996, top5_acc: 0.8672, loss_cls: 1.2689, loss: 1.2689, grad_norm: 6.6605 2021-07-14 15:43:40,731 - mmaction - INFO - Epoch [252][240/1879] lr: 9.409e-05, eta: 2:12:52, time: 0.839, data_time: 0.001, memory: 6454, top1_acc: 0.7023, top5_acc: 0.8594, loss_cls: 1.2665, loss: 1.2665, grad_norm: 6.8280 2021-07-14 15:43:57,752 - mmaction - INFO - Epoch [252][260/1879] lr: 9.409e-05, eta: 2:12:35, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8559, loss_cls: 1.3003, loss: 1.3003, grad_norm: 6.8037 2021-07-14 15:44:14,879 - mmaction - INFO - Epoch [252][280/1879] lr: 9.409e-05, eta: 2:12:18, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6750, top5_acc: 0.8461, loss_cls: 1.3694, loss: 1.3694, grad_norm: 6.9325 2021-07-14 15:44:31,666 - mmaction - INFO - Epoch [252][300/1879] lr: 9.409e-05, eta: 2:12:00, time: 0.839, data_time: 0.005, memory: 6454, top1_acc: 0.6984, top5_acc: 0.8652, loss_cls: 1.2715, loss: 1.2715, grad_norm: 6.7395 2021-07-14 15:44:48,480 - mmaction - INFO - Epoch [252][320/1879] lr: 9.409e-05, eta: 2:11:43, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8648, loss_cls: 1.2895, loss: 1.2895, grad_norm: 6.8080 2021-07-14 15:45:05,527 - mmaction - INFO - Epoch [252][340/1879] lr: 9.409e-05, eta: 2:11:25, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8652, loss_cls: 1.2760, loss: 1.2760, grad_norm: 6.6985 2021-07-14 15:45:22,487 - mmaction - INFO - Epoch [252][360/1879] lr: 9.409e-05, eta: 2:11:08, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.7102, top5_acc: 0.8656, loss_cls: 1.2498, loss: 1.2498, grad_norm: 6.5014 2021-07-14 15:45:39,263 - mmaction - INFO - Epoch [252][380/1879] lr: 9.409e-05, eta: 2:10:50, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8512, loss_cls: 1.3237, loss: 1.3237, grad_norm: 6.7619 2021-07-14 15:45:55,864 - mmaction - INFO - Epoch [252][400/1879] lr: 9.409e-05, eta: 2:10:33, time: 0.830, data_time: 0.001, memory: 6454, top1_acc: 0.6906, top5_acc: 0.8566, loss_cls: 1.2977, loss: 1.2977, grad_norm: 6.7551 2021-07-14 15:46:12,908 - mmaction - INFO - Epoch [252][420/1879] lr: 9.409e-05, eta: 2:10:16, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.7035, top5_acc: 0.8645, loss_cls: 1.2486, loss: 1.2486, grad_norm: 6.6319 2021-07-14 15:46:29,705 - mmaction - INFO - Epoch [252][440/1879] lr: 9.409e-05, eta: 2:09:58, time: 0.838, data_time: 0.003, memory: 6454, top1_acc: 0.6941, top5_acc: 0.8633, loss_cls: 1.2975, loss: 1.2975, grad_norm: 6.7215 2021-07-14 15:46:46,746 - mmaction - INFO - Epoch [252][460/1879] lr: 9.409e-05, eta: 2:09:41, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.7090, top5_acc: 0.8723, loss_cls: 1.2191, loss: 1.2191, grad_norm: 6.6840 2021-07-14 15:47:03,636 - mmaction - INFO - Epoch [252][480/1879] lr: 9.409e-05, eta: 2:09:23, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.7027, top5_acc: 0.8652, loss_cls: 1.2698, loss: 1.2698, grad_norm: 6.6886 2021-07-14 15:47:20,766 - mmaction - INFO - Epoch [252][500/1879] lr: 9.409e-05, eta: 2:09:06, time: 0.856, data_time: 0.001, memory: 6454, top1_acc: 0.7102, top5_acc: 0.8773, loss_cls: 1.2211, loss: 1.2211, grad_norm: 6.6571 2021-07-14 15:47:37,642 - mmaction - INFO - Epoch [252][520/1879] lr: 9.409e-05, eta: 2:08:48, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8633, loss_cls: 1.2972, loss: 1.2972, grad_norm: 6.8327 2021-07-14 15:47:54,631 - mmaction - INFO - Epoch [252][540/1879] lr: 9.409e-05, eta: 2:08:31, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6766, top5_acc: 0.8480, loss_cls: 1.3626, loss: 1.3626, grad_norm: 6.9742 2021-07-14 15:48:11,664 - mmaction - INFO - Epoch [252][560/1879] lr: 9.409e-05, eta: 2:08:13, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6984, top5_acc: 0.8582, loss_cls: 1.3005, loss: 1.3005, grad_norm: 6.8113 2021-07-14 15:48:28,603 - mmaction - INFO - Epoch [252][580/1879] lr: 9.409e-05, eta: 2:07:56, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8551, loss_cls: 1.3423, loss: 1.3423, grad_norm: 6.9155 2021-07-14 15:48:45,455 - mmaction - INFO - Epoch [252][600/1879] lr: 9.409e-05, eta: 2:07:39, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8645, loss_cls: 1.3110, loss: 1.3110, grad_norm: 6.8272 2021-07-14 15:49:02,256 - mmaction - INFO - Epoch [252][620/1879] lr: 9.409e-05, eta: 2:07:21, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.6957, top5_acc: 0.8590, loss_cls: 1.3121, loss: 1.3121, grad_norm: 6.7618 2021-07-14 15:49:19,189 - mmaction - INFO - Epoch [252][640/1879] lr: 9.409e-05, eta: 2:07:04, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.7039, top5_acc: 0.8586, loss_cls: 1.2723, loss: 1.2723, grad_norm: 6.6599 2021-07-14 15:49:36,346 - mmaction - INFO - Epoch [252][660/1879] lr: 9.409e-05, eta: 2:06:46, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6746, top5_acc: 0.8637, loss_cls: 1.3196, loss: 1.3196, grad_norm: 6.9858 2021-07-14 15:49:53,648 - mmaction - INFO - Epoch [252][680/1879] lr: 9.409e-05, eta: 2:06:29, time: 0.862, data_time: 0.002, memory: 6454, top1_acc: 0.6977, top5_acc: 0.8730, loss_cls: 1.2385, loss: 1.2385, grad_norm: 6.6411 2021-07-14 15:50:10,693 - mmaction - INFO - Epoch [252][700/1879] lr: 9.409e-05, eta: 2:06:11, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8648, loss_cls: 1.2730, loss: 1.2730, grad_norm: 6.6456 2021-07-14 15:50:27,642 - mmaction - INFO - Epoch [252][720/1879] lr: 9.409e-05, eta: 2:05:54, time: 0.849, data_time: 0.006, memory: 6454, top1_acc: 0.6961, top5_acc: 0.8590, loss_cls: 1.3033, loss: 1.3033, grad_norm: 6.7228 2021-07-14 15:50:44,787 - mmaction - INFO - Epoch [252][740/1879] lr: 9.409e-05, eta: 2:05:37, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6926, top5_acc: 0.8625, loss_cls: 1.2916, loss: 1.2916, grad_norm: 6.7416 2021-07-14 15:51:01,680 - mmaction - INFO - Epoch [252][760/1879] lr: 9.409e-05, eta: 2:05:19, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.7023, top5_acc: 0.8652, loss_cls: 1.2648, loss: 1.2648, grad_norm: 6.6210 2021-07-14 15:51:18,797 - mmaction - INFO - Epoch [252][780/1879] lr: 9.409e-05, eta: 2:05:02, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.7004, top5_acc: 0.8578, loss_cls: 1.2503, loss: 1.2503, grad_norm: 6.7273 2021-07-14 15:51:35,705 - mmaction - INFO - Epoch [252][800/1879] lr: 9.409e-05, eta: 2:04:44, time: 0.843, data_time: 0.002, memory: 6454, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2618, loss: 1.2618, grad_norm: 6.8180 2021-07-14 15:51:52,840 - mmaction - INFO - Epoch [252][820/1879] lr: 9.409e-05, eta: 2:04:27, time: 0.856, data_time: 0.007, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8605, loss_cls: 1.3124, loss: 1.3124, grad_norm: 6.8666 2021-07-14 15:52:10,278 - mmaction - INFO - Epoch [252][840/1879] lr: 9.409e-05, eta: 2:04:09, time: 0.876, data_time: 0.006, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8586, loss_cls: 1.2980, loss: 1.2980, grad_norm: 6.8301 2021-07-14 15:52:27,322 - mmaction - INFO - Epoch [252][860/1879] lr: 9.409e-05, eta: 2:03:52, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6996, top5_acc: 0.8641, loss_cls: 1.2584, loss: 1.2584, grad_norm: 6.6988 2021-07-14 15:52:44,438 - mmaction - INFO - Epoch [252][880/1879] lr: 9.409e-05, eta: 2:03:35, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6941, top5_acc: 0.8590, loss_cls: 1.3100, loss: 1.3100, grad_norm: 6.8418 2021-07-14 15:53:01,222 - mmaction - INFO - Epoch [252][900/1879] lr: 9.409e-05, eta: 2:03:17, time: 0.839, data_time: 0.006, memory: 6454, top1_acc: 0.7063, top5_acc: 0.8633, loss_cls: 1.2616, loss: 1.2616, grad_norm: 6.6179 2021-07-14 15:53:17,920 - mmaction - INFO - Epoch [252][920/1879] lr: 9.409e-05, eta: 2:03:00, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8609, loss_cls: 1.3159, loss: 1.3159, grad_norm: 6.8435 2021-07-14 15:53:35,086 - mmaction - INFO - Epoch [252][940/1879] lr: 9.409e-05, eta: 2:02:42, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8695, loss_cls: 1.2457, loss: 1.2457, grad_norm: 6.7724 2021-07-14 15:53:52,137 - mmaction - INFO - Epoch [252][960/1879] lr: 9.409e-05, eta: 2:02:25, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6961, top5_acc: 0.8707, loss_cls: 1.2510, loss: 1.2510, grad_norm: 6.7364 2021-07-14 15:54:09,084 - mmaction - INFO - Epoch [252][980/1879] lr: 9.409e-05, eta: 2:02:07, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8688, loss_cls: 1.2950, loss: 1.2950, grad_norm: 6.8384 2021-07-14 15:54:25,964 - mmaction - INFO - Epoch [252][1000/1879] lr: 9.409e-05, eta: 2:01:50, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8570, loss_cls: 1.2889, loss: 1.2889, grad_norm: 7.0032 2021-07-14 15:54:42,756 - mmaction - INFO - Epoch [252][1020/1879] lr: 9.409e-05, eta: 2:01:33, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6937, top5_acc: 0.8676, loss_cls: 1.2659, loss: 1.2659, grad_norm: 6.7276 2021-07-14 15:54:59,913 - mmaction - INFO - Epoch [252][1040/1879] lr: 9.409e-05, eta: 2:01:15, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8516, loss_cls: 1.3550, loss: 1.3550, grad_norm: 6.8948 2021-07-14 15:55:17,123 - mmaction - INFO - Epoch [252][1060/1879] lr: 9.409e-05, eta: 2:00:58, time: 0.861, data_time: 0.003, memory: 6454, top1_acc: 0.7004, top5_acc: 0.8676, loss_cls: 1.2798, loss: 1.2798, grad_norm: 6.9191 2021-07-14 15:55:34,070 - mmaction - INFO - Epoch [252][1080/1879] lr: 9.409e-05, eta: 2:00:40, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8621, loss_cls: 1.3206, loss: 1.3206, grad_norm: 6.9914 2021-07-14 15:55:51,370 - mmaction - INFO - Epoch [252][1100/1879] lr: 9.409e-05, eta: 2:00:23, time: 0.864, data_time: 0.003, memory: 6454, top1_acc: 0.7039, top5_acc: 0.8602, loss_cls: 1.2800, loss: 1.2800, grad_norm: 6.8561 2021-07-14 15:56:08,353 - mmaction - INFO - Epoch [252][1120/1879] lr: 9.409e-05, eta: 2:00:05, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8602, loss_cls: 1.3000, loss: 1.3000, grad_norm: 6.8336 2021-07-14 15:56:25,264 - mmaction - INFO - Epoch [252][1140/1879] lr: 9.409e-05, eta: 1:59:48, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8602, loss_cls: 1.3501, loss: 1.3501, grad_norm: 6.9019 2021-07-14 15:56:42,208 - mmaction - INFO - Epoch [252][1160/1879] lr: 9.409e-05, eta: 1:59:31, time: 0.845, data_time: 0.004, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8578, loss_cls: 1.3025, loss: 1.3025, grad_norm: 6.9128 2021-07-14 15:56:59,356 - mmaction - INFO - Epoch [252][1180/1879] lr: 9.409e-05, eta: 1:59:13, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8625, loss_cls: 1.2637, loss: 1.2637, grad_norm: 6.6806 2021-07-14 15:57:16,380 - mmaction - INFO - Epoch [252][1200/1879] lr: 9.409e-05, eta: 1:58:56, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8605, loss_cls: 1.2997, loss: 1.2997, grad_norm: 6.8231 2021-07-14 15:57:33,290 - mmaction - INFO - Epoch [252][1220/1879] lr: 9.409e-05, eta: 1:58:38, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6945, top5_acc: 0.8582, loss_cls: 1.2890, loss: 1.2890, grad_norm: 6.7344 2021-07-14 15:57:50,157 - mmaction - INFO - Epoch [252][1240/1879] lr: 9.409e-05, eta: 1:58:21, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8711, loss_cls: 1.2654, loss: 1.2654, grad_norm: 6.8470 2021-07-14 15:58:07,088 - mmaction - INFO - Epoch [252][1260/1879] lr: 9.409e-05, eta: 1:58:03, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.7164, top5_acc: 0.8781, loss_cls: 1.2005, loss: 1.2005, grad_norm: 6.6705 2021-07-14 15:58:23,823 - mmaction - INFO - Epoch [252][1280/1879] lr: 9.409e-05, eta: 1:57:46, time: 0.837, data_time: 0.002, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8648, loss_cls: 1.2957, loss: 1.2957, grad_norm: 6.9312 2021-07-14 15:58:40,686 - mmaction - INFO - Epoch [252][1300/1879] lr: 9.409e-05, eta: 1:57:28, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8602, loss_cls: 1.2860, loss: 1.2860, grad_norm: 6.7785 2021-07-14 15:58:57,788 - mmaction - INFO - Epoch [252][1320/1879] lr: 9.409e-05, eta: 1:57:11, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.7012, top5_acc: 0.8660, loss_cls: 1.2438, loss: 1.2438, grad_norm: 6.6742 2021-07-14 15:59:14,864 - mmaction - INFO - Epoch [252][1340/1879] lr: 9.409e-05, eta: 1:56:54, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8645, loss_cls: 1.2641, loss: 1.2641, grad_norm: 6.6846 2021-07-14 15:59:31,888 - mmaction - INFO - Epoch [252][1360/1879] lr: 9.409e-05, eta: 1:56:36, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8543, loss_cls: 1.3396, loss: 1.3396, grad_norm: 6.9045 2021-07-14 15:59:48,658 - mmaction - INFO - Epoch [252][1380/1879] lr: 9.409e-05, eta: 1:56:19, time: 0.841, data_time: 0.007, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8508, loss_cls: 1.3431, loss: 1.3431, grad_norm: 6.7293 2021-07-14 16:00:05,374 - mmaction - INFO - Epoch [252][1400/1879] lr: 9.409e-05, eta: 1:56:01, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.6945, top5_acc: 0.8703, loss_cls: 1.2933, loss: 1.2933, grad_norm: 6.8996 2021-07-14 16:00:22,033 - mmaction - INFO - Epoch [252][1420/1879] lr: 9.409e-05, eta: 1:55:44, time: 0.834, data_time: 0.002, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8523, loss_cls: 1.3422, loss: 1.3422, grad_norm: 6.9672 2021-07-14 16:00:38,904 - mmaction - INFO - Epoch [252][1440/1879] lr: 9.409e-05, eta: 1:55:26, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8602, loss_cls: 1.3045, loss: 1.3045, grad_norm: 6.9504 2021-07-14 16:00:56,087 - mmaction - INFO - Epoch [252][1460/1879] lr: 9.409e-05, eta: 1:55:09, time: 0.859, data_time: 0.002, memory: 6454, top1_acc: 0.6977, top5_acc: 0.8613, loss_cls: 1.2922, loss: 1.2922, grad_norm: 6.7892 2021-07-14 16:01:12,912 - mmaction - INFO - Epoch [252][1480/1879] lr: 9.409e-05, eta: 1:54:52, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.7059, top5_acc: 0.8652, loss_cls: 1.2585, loss: 1.2585, grad_norm: 6.6791 2021-07-14 16:01:29,951 - mmaction - INFO - Epoch [252][1500/1879] lr: 9.409e-05, eta: 1:54:34, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.7051, top5_acc: 0.8586, loss_cls: 1.2768, loss: 1.2768, grad_norm: 6.6483 2021-07-14 16:01:46,565 - mmaction - INFO - Epoch [252][1520/1879] lr: 9.409e-05, eta: 1:54:17, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8566, loss_cls: 1.2980, loss: 1.2980, grad_norm: 6.8937 2021-07-14 16:02:03,291 - mmaction - INFO - Epoch [252][1540/1879] lr: 9.409e-05, eta: 1:53:59, time: 0.836, data_time: 0.001, memory: 6454, top1_acc: 0.6813, top5_acc: 0.8668, loss_cls: 1.3022, loss: 1.3022, grad_norm: 6.8571 2021-07-14 16:02:20,285 - mmaction - INFO - Epoch [252][1560/1879] lr: 9.409e-05, eta: 1:53:42, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8531, loss_cls: 1.3158, loss: 1.3158, grad_norm: 6.7258 2021-07-14 16:02:37,368 - mmaction - INFO - Epoch [252][1580/1879] lr: 9.409e-05, eta: 1:53:24, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.6934, top5_acc: 0.8555, loss_cls: 1.3058, loss: 1.3058, grad_norm: 6.8145 2021-07-14 16:02:54,371 - mmaction - INFO - Epoch [252][1600/1879] lr: 9.409e-05, eta: 1:53:07, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6941, top5_acc: 0.8652, loss_cls: 1.2872, loss: 1.2872, grad_norm: 6.7959 2021-07-14 16:03:11,604 - mmaction - INFO - Epoch [252][1620/1879] lr: 9.409e-05, eta: 1:52:50, time: 0.862, data_time: 0.003, memory: 6454, top1_acc: 0.7023, top5_acc: 0.8723, loss_cls: 1.2411, loss: 1.2411, grad_norm: 6.6466 2021-07-14 16:03:28,392 - mmaction - INFO - Epoch [252][1640/1879] lr: 9.409e-05, eta: 1:52:32, time: 0.840, data_time: 0.003, memory: 6454, top1_acc: 0.7078, top5_acc: 0.8641, loss_cls: 1.2444, loss: 1.2444, grad_norm: 6.5505 2021-07-14 16:03:45,442 - mmaction - INFO - Epoch [252][1660/1879] lr: 9.409e-05, eta: 1:52:15, time: 0.852, data_time: 0.007, memory: 6454, top1_acc: 0.7023, top5_acc: 0.8719, loss_cls: 1.2521, loss: 1.2521, grad_norm: 6.7363 2021-07-14 16:04:02,380 - mmaction - INFO - Epoch [252][1680/1879] lr: 9.409e-05, eta: 1:51:57, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.7008, top5_acc: 0.8625, loss_cls: 1.2743, loss: 1.2743, grad_norm: 6.5892 2021-07-14 16:04:19,144 - mmaction - INFO - Epoch [252][1700/1879] lr: 9.409e-05, eta: 1:51:40, time: 0.838, data_time: 0.006, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8598, loss_cls: 1.3274, loss: 1.3274, grad_norm: 6.8621 2021-07-14 16:04:36,022 - mmaction - INFO - Epoch [252][1720/1879] lr: 9.409e-05, eta: 1:51:22, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6941, top5_acc: 0.8590, loss_cls: 1.3311, loss: 1.3311, grad_norm: 6.7510 2021-07-14 16:04:53,349 - mmaction - INFO - Epoch [252][1740/1879] lr: 9.409e-05, eta: 1:51:05, time: 0.864, data_time: 0.001, memory: 6454, top1_acc: 0.6980, top5_acc: 0.8633, loss_cls: 1.2629, loss: 1.2629, grad_norm: 6.6063 2021-07-14 16:05:10,113 - mmaction - INFO - Epoch [252][1760/1879] lr: 9.409e-05, eta: 1:50:48, time: 0.839, data_time: 0.003, memory: 6454, top1_acc: 0.6957, top5_acc: 0.8688, loss_cls: 1.2532, loss: 1.2532, grad_norm: 6.6486 2021-07-14 16:05:26,967 - mmaction - INFO - Epoch [252][1780/1879] lr: 9.409e-05, eta: 1:50:30, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.7023, top5_acc: 0.8672, loss_cls: 1.2428, loss: 1.2428, grad_norm: 6.5834 2021-07-14 16:05:44,022 - mmaction - INFO - Epoch [252][1800/1879] lr: 9.409e-05, eta: 1:50:13, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6945, top5_acc: 0.8660, loss_cls: 1.2556, loss: 1.2556, grad_norm: 6.6321 2021-07-14 16:06:01,129 - mmaction - INFO - Epoch [252][1820/1879] lr: 9.409e-05, eta: 1:49:55, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8598, loss_cls: 1.2877, loss: 1.2877, grad_norm: 6.8187 2021-07-14 16:06:17,940 - mmaction - INFO - Epoch [252][1840/1879] lr: 9.409e-05, eta: 1:49:38, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8617, loss_cls: 1.2887, loss: 1.2887, grad_norm: 6.7744 2021-07-14 16:06:35,522 - mmaction - INFO - Epoch [252][1860/1879] lr: 9.409e-05, eta: 1:49:20, time: 0.878, data_time: 0.005, memory: 6454, top1_acc: 0.6977, top5_acc: 0.8582, loss_cls: 1.2949, loss: 1.2949, grad_norm: 6.7923 2021-07-14 16:06:53,741 - mmaction - INFO - Saving checkpoint at 252 epochs 2021-07-14 16:07:58,581 - mmaction - INFO - Epoch [253][20/1879] lr: 6.023e-05, eta: 1:48:47, time: 2.955, data_time: 1.659, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8609, loss_cls: 1.2949, loss: 1.2949, grad_norm: 6.8347 2021-07-14 16:08:15,390 - mmaction - INFO - Epoch [253][40/1879] lr: 6.023e-05, eta: 1:48:30, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.7012, top5_acc: 0.8723, loss_cls: 1.2463, loss: 1.2463, grad_norm: 6.6300 2021-07-14 16:08:32,029 - mmaction - INFO - Epoch [253][60/1879] lr: 6.023e-05, eta: 1:48:12, time: 0.832, data_time: 0.001, memory: 6454, top1_acc: 0.6887, top5_acc: 0.8633, loss_cls: 1.2830, loss: 1.2830, grad_norm: 6.8072 2021-07-14 16:08:48,949 - mmaction - INFO - Epoch [253][80/1879] lr: 6.023e-05, eta: 1:47:55, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.6980, top5_acc: 0.8578, loss_cls: 1.2862, loss: 1.2862, grad_norm: 6.7351 2021-07-14 16:09:05,858 - mmaction - INFO - Epoch [253][100/1879] lr: 6.023e-05, eta: 1:47:38, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6957, top5_acc: 0.8648, loss_cls: 1.2916, loss: 1.2916, grad_norm: 6.9251 2021-07-14 16:09:22,689 - mmaction - INFO - Epoch [253][120/1879] lr: 6.023e-05, eta: 1:47:20, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8629, loss_cls: 1.2660, loss: 1.2660, grad_norm: 6.6943 2021-07-14 16:09:39,397 - mmaction - INFO - Epoch [253][140/1879] lr: 6.023e-05, eta: 1:47:03, time: 0.837, data_time: 0.004, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8629, loss_cls: 1.2986, loss: 1.2986, grad_norm: 6.7765 2021-07-14 16:09:56,340 - mmaction - INFO - Epoch [253][160/1879] lr: 6.023e-05, eta: 1:46:45, time: 0.846, data_time: 0.001, memory: 6454, top1_acc: 0.6727, top5_acc: 0.8523, loss_cls: 1.3703, loss: 1.3703, grad_norm: 7.0489 2021-07-14 16:10:13,498 - mmaction - INFO - Epoch [253][180/1879] lr: 6.023e-05, eta: 1:46:28, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.6785, top5_acc: 0.8562, loss_cls: 1.3481, loss: 1.3481, grad_norm: 7.1456 2021-07-14 16:10:30,550 - mmaction - INFO - Epoch [253][200/1879] lr: 6.023e-05, eta: 1:46:10, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.7004, top5_acc: 0.8582, loss_cls: 1.2710, loss: 1.2710, grad_norm: 6.7478 2021-07-14 16:10:47,483 - mmaction - INFO - Epoch [253][220/1879] lr: 6.023e-05, eta: 1:45:53, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8629, loss_cls: 1.2844, loss: 1.2844, grad_norm: 6.7667 2021-07-14 16:11:04,461 - mmaction - INFO - Epoch [253][240/1879] lr: 6.023e-05, eta: 1:45:36, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6777, top5_acc: 0.8516, loss_cls: 1.3404, loss: 1.3404, grad_norm: 6.9068 2021-07-14 16:11:21,454 - mmaction - INFO - Epoch [253][260/1879] lr: 6.023e-05, eta: 1:45:18, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8555, loss_cls: 1.3083, loss: 1.3083, grad_norm: 6.9784 2021-07-14 16:11:38,453 - mmaction - INFO - Epoch [253][280/1879] lr: 6.023e-05, eta: 1:45:01, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8570, loss_cls: 1.3028, loss: 1.3028, grad_norm: 6.8295 2021-07-14 16:11:55,286 - mmaction - INFO - Epoch [253][300/1879] lr: 6.023e-05, eta: 1:44:43, time: 0.840, data_time: 0.004, memory: 6454, top1_acc: 0.7105, top5_acc: 0.8750, loss_cls: 1.2403, loss: 1.2403, grad_norm: 6.8097 2021-07-14 16:12:12,479 - mmaction - INFO - Epoch [253][320/1879] lr: 6.023e-05, eta: 1:44:26, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6926, top5_acc: 0.8590, loss_cls: 1.2854, loss: 1.2854, grad_norm: 6.9098 2021-07-14 16:12:29,435 - mmaction - INFO - Epoch [253][340/1879] lr: 6.023e-05, eta: 1:44:08, time: 0.851, data_time: 0.007, memory: 6454, top1_acc: 0.6980, top5_acc: 0.8688, loss_cls: 1.2529, loss: 1.2529, grad_norm: 6.7064 2021-07-14 16:12:46,405 - mmaction - INFO - Epoch [253][360/1879] lr: 6.023e-05, eta: 1:43:51, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8750, loss_cls: 1.2376, loss: 1.2376, grad_norm: 6.7157 2021-07-14 16:13:03,260 - mmaction - INFO - Epoch [253][380/1879] lr: 6.023e-05, eta: 1:43:34, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.7148, top5_acc: 0.8777, loss_cls: 1.1831, loss: 1.1831, grad_norm: 6.5597 2021-07-14 16:13:20,228 - mmaction - INFO - Epoch [253][400/1879] lr: 6.023e-05, eta: 1:43:16, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.7074, top5_acc: 0.8727, loss_cls: 1.2443, loss: 1.2443, grad_norm: 6.6642 2021-07-14 16:13:37,076 - mmaction - INFO - Epoch [253][420/1879] lr: 6.023e-05, eta: 1:42:59, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8633, loss_cls: 1.2747, loss: 1.2747, grad_norm: 6.7698 2021-07-14 16:13:54,151 - mmaction - INFO - Epoch [253][440/1879] lr: 6.023e-05, eta: 1:42:41, time: 0.858, data_time: 0.006, memory: 6454, top1_acc: 0.6875, top5_acc: 0.8648, loss_cls: 1.2944, loss: 1.2944, grad_norm: 6.9895 2021-07-14 16:14:11,224 - mmaction - INFO - Epoch [253][460/1879] lr: 6.023e-05, eta: 1:42:24, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8641, loss_cls: 1.2784, loss: 1.2784, grad_norm: 6.9785 2021-07-14 16:14:28,393 - mmaction - INFO - Epoch [253][480/1879] lr: 6.023e-05, eta: 1:42:06, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.6937, top5_acc: 0.8547, loss_cls: 1.3056, loss: 1.3056, grad_norm: 6.7984 2021-07-14 16:14:45,482 - mmaction - INFO - Epoch [253][500/1879] lr: 6.023e-05, eta: 1:41:49, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6906, top5_acc: 0.8594, loss_cls: 1.2657, loss: 1.2657, grad_norm: 6.7706 2021-07-14 16:15:02,369 - mmaction - INFO - Epoch [253][520/1879] lr: 6.023e-05, eta: 1:41:32, time: 0.847, data_time: 0.006, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8551, loss_cls: 1.3355, loss: 1.3355, grad_norm: 6.8802 2021-07-14 16:15:19,087 - mmaction - INFO - Epoch [253][540/1879] lr: 6.023e-05, eta: 1:41:14, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.7129, top5_acc: 0.8727, loss_cls: 1.2326, loss: 1.2326, grad_norm: 6.8192 2021-07-14 16:15:36,060 - mmaction - INFO - Epoch [253][560/1879] lr: 6.023e-05, eta: 1:40:57, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6996, top5_acc: 0.8672, loss_cls: 1.2607, loss: 1.2607, grad_norm: 6.6915 2021-07-14 16:15:52,848 - mmaction - INFO - Epoch [253][580/1879] lr: 6.023e-05, eta: 1:40:39, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.7023, top5_acc: 0.8703, loss_cls: 1.2493, loss: 1.2493, grad_norm: 6.8339 2021-07-14 16:16:10,152 - mmaction - INFO - Epoch [253][600/1879] lr: 6.023e-05, eta: 1:40:22, time: 0.864, data_time: 0.005, memory: 6454, top1_acc: 0.7016, top5_acc: 0.8695, loss_cls: 1.2468, loss: 1.2468, grad_norm: 6.7027 2021-07-14 16:16:27,311 - mmaction - INFO - Epoch [253][620/1879] lr: 6.023e-05, eta: 1:40:04, time: 0.855, data_time: 0.003, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8590, loss_cls: 1.3245, loss: 1.3245, grad_norm: 6.9119 2021-07-14 16:16:44,046 - mmaction - INFO - Epoch [253][640/1879] lr: 6.023e-05, eta: 1:39:47, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8637, loss_cls: 1.2852, loss: 1.2852, grad_norm: 6.7405 2021-07-14 16:17:01,005 - mmaction - INFO - Epoch [253][660/1879] lr: 6.023e-05, eta: 1:39:30, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8645, loss_cls: 1.2958, loss: 1.2958, grad_norm: 6.8952 2021-07-14 16:17:18,178 - mmaction - INFO - Epoch [253][680/1879] lr: 6.023e-05, eta: 1:39:12, time: 0.858, data_time: 0.001, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8660, loss_cls: 1.2625, loss: 1.2625, grad_norm: 6.7889 2021-07-14 16:17:35,490 - mmaction - INFO - Epoch [253][700/1879] lr: 6.023e-05, eta: 1:38:55, time: 0.863, data_time: 0.004, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8672, loss_cls: 1.2702, loss: 1.2702, grad_norm: 7.0228 2021-07-14 16:17:52,449 - mmaction - INFO - Epoch [253][720/1879] lr: 6.023e-05, eta: 1:38:37, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6949, top5_acc: 0.8562, loss_cls: 1.3079, loss: 1.3079, grad_norm: 6.8033 2021-07-14 16:18:09,502 - mmaction - INFO - Epoch [253][740/1879] lr: 6.023e-05, eta: 1:38:20, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8578, loss_cls: 1.3046, loss: 1.3046, grad_norm: 6.7850 2021-07-14 16:18:26,295 - mmaction - INFO - Epoch [253][760/1879] lr: 6.023e-05, eta: 1:38:02, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8629, loss_cls: 1.2946, loss: 1.2946, grad_norm: 6.8517 2021-07-14 16:18:43,208 - mmaction - INFO - Epoch [253][780/1879] lr: 6.023e-05, eta: 1:37:45, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.7105, top5_acc: 0.8711, loss_cls: 1.2527, loss: 1.2527, grad_norm: 6.8240 2021-07-14 16:19:00,283 - mmaction - INFO - Epoch [253][800/1879] lr: 6.023e-05, eta: 1:37:28, time: 0.855, data_time: 0.002, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8582, loss_cls: 1.3087, loss: 1.3087, grad_norm: 6.7842 2021-07-14 16:19:17,199 - mmaction - INFO - Epoch [253][820/1879] lr: 6.023e-05, eta: 1:37:10, time: 0.844, data_time: 0.006, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8570, loss_cls: 1.3082, loss: 1.3082, grad_norm: 6.8601 2021-07-14 16:19:34,066 - mmaction - INFO - Epoch [253][840/1879] lr: 6.023e-05, eta: 1:36:53, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8645, loss_cls: 1.2660, loss: 1.2660, grad_norm: 6.8862 2021-07-14 16:19:51,009 - mmaction - INFO - Epoch [253][860/1879] lr: 6.023e-05, eta: 1:36:35, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.7004, top5_acc: 0.8648, loss_cls: 1.2409, loss: 1.2409, grad_norm: 6.7641 2021-07-14 16:20:07,919 - mmaction - INFO - Epoch [253][880/1879] lr: 6.023e-05, eta: 1:36:18, time: 0.844, data_time: 0.007, memory: 6454, top1_acc: 0.6809, top5_acc: 0.8562, loss_cls: 1.3382, loss: 1.3382, grad_norm: 6.9555 2021-07-14 16:20:25,036 - mmaction - INFO - Epoch [253][900/1879] lr: 6.023e-05, eta: 1:36:00, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6680, top5_acc: 0.8594, loss_cls: 1.3480, loss: 1.3480, grad_norm: 6.9220 2021-07-14 16:20:42,106 - mmaction - INFO - Epoch [253][920/1879] lr: 6.023e-05, eta: 1:35:43, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8488, loss_cls: 1.3517, loss: 1.3517, grad_norm: 6.7780 2021-07-14 16:20:58,822 - mmaction - INFO - Epoch [253][940/1879] lr: 6.023e-05, eta: 1:35:26, time: 0.838, data_time: 0.004, memory: 6454, top1_acc: 0.6910, top5_acc: 0.8590, loss_cls: 1.2968, loss: 1.2968, grad_norm: 6.7185 2021-07-14 16:21:15,934 - mmaction - INFO - Epoch [253][960/1879] lr: 6.023e-05, eta: 1:35:08, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8621, loss_cls: 1.2982, loss: 1.2982, grad_norm: 6.7593 2021-07-14 16:21:32,744 - mmaction - INFO - Epoch [253][980/1879] lr: 6.023e-05, eta: 1:34:51, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6941, top5_acc: 0.8668, loss_cls: 1.2576, loss: 1.2576, grad_norm: 6.7889 2021-07-14 16:21:49,690 - mmaction - INFO - Epoch [253][1000/1879] lr: 6.023e-05, eta: 1:34:33, time: 0.847, data_time: 0.002, memory: 6454, top1_acc: 0.7078, top5_acc: 0.8637, loss_cls: 1.2655, loss: 1.2655, grad_norm: 6.7430 2021-07-14 16:22:06,631 - mmaction - INFO - Epoch [253][1020/1879] lr: 6.023e-05, eta: 1:34:16, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8621, loss_cls: 1.2937, loss: 1.2937, grad_norm: 6.9474 2021-07-14 16:22:23,427 - mmaction - INFO - Epoch [253][1040/1879] lr: 6.023e-05, eta: 1:33:58, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8551, loss_cls: 1.3651, loss: 1.3651, grad_norm: 6.8689 2021-07-14 16:22:40,378 - mmaction - INFO - Epoch [253][1060/1879] lr: 6.023e-05, eta: 1:33:41, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8617, loss_cls: 1.3150, loss: 1.3150, grad_norm: 6.7761 2021-07-14 16:22:57,067 - mmaction - INFO - Epoch [253][1080/1879] lr: 6.023e-05, eta: 1:33:24, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8645, loss_cls: 1.2720, loss: 1.2720, grad_norm: 6.6084 2021-07-14 16:23:14,121 - mmaction - INFO - Epoch [253][1100/1879] lr: 6.023e-05, eta: 1:33:06, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8602, loss_cls: 1.3206, loss: 1.3206, grad_norm: 6.9428 2021-07-14 16:23:31,222 - mmaction - INFO - Epoch [253][1120/1879] lr: 6.023e-05, eta: 1:32:49, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.7059, top5_acc: 0.8609, loss_cls: 1.2628, loss: 1.2628, grad_norm: 6.7370 2021-07-14 16:23:48,316 - mmaction - INFO - Epoch [253][1140/1879] lr: 6.023e-05, eta: 1:32:31, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.7000, top5_acc: 0.8645, loss_cls: 1.2630, loss: 1.2630, grad_norm: 6.7444 2021-07-14 16:24:05,358 - mmaction - INFO - Epoch [253][1160/1879] lr: 6.023e-05, eta: 1:32:14, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8555, loss_cls: 1.3307, loss: 1.3307, grad_norm: 7.0065 2021-07-14 16:24:22,384 - mmaction - INFO - Epoch [253][1180/1879] lr: 6.023e-05, eta: 1:31:56, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8594, loss_cls: 1.2916, loss: 1.2916, grad_norm: 6.7964 2021-07-14 16:24:39,391 - mmaction - INFO - Epoch [253][1200/1879] lr: 6.023e-05, eta: 1:31:39, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.7066, top5_acc: 0.8684, loss_cls: 1.2459, loss: 1.2459, grad_norm: 6.5894 2021-07-14 16:24:56,463 - mmaction - INFO - Epoch [253][1220/1879] lr: 6.023e-05, eta: 1:31:22, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.7168, top5_acc: 0.8641, loss_cls: 1.2351, loss: 1.2351, grad_norm: 6.7054 2021-07-14 16:25:13,647 - mmaction - INFO - Epoch [253][1240/1879] lr: 6.023e-05, eta: 1:31:04, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.7070, top5_acc: 0.8676, loss_cls: 1.2658, loss: 1.2658, grad_norm: 6.7295 2021-07-14 16:25:30,350 - mmaction - INFO - Epoch [253][1260/1879] lr: 6.023e-05, eta: 1:30:47, time: 0.838, data_time: 0.005, memory: 6454, top1_acc: 0.6797, top5_acc: 0.8609, loss_cls: 1.3233, loss: 1.3233, grad_norm: 6.9314 2021-07-14 16:25:47,366 - mmaction - INFO - Epoch [253][1280/1879] lr: 6.023e-05, eta: 1:30:29, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.7016, top5_acc: 0.8617, loss_cls: 1.2808, loss: 1.2808, grad_norm: 6.7390 2021-07-14 16:26:04,352 - mmaction - INFO - Epoch [253][1300/1879] lr: 6.023e-05, eta: 1:30:12, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6957, top5_acc: 0.8508, loss_cls: 1.3211, loss: 1.3211, grad_norm: 6.9566 2021-07-14 16:26:21,488 - mmaction - INFO - Epoch [253][1320/1879] lr: 6.023e-05, eta: 1:29:54, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8629, loss_cls: 1.3066, loss: 1.3066, grad_norm: 6.7449 2021-07-14 16:26:38,491 - mmaction - INFO - Epoch [253][1340/1879] lr: 6.023e-05, eta: 1:29:37, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6949, top5_acc: 0.8707, loss_cls: 1.2763, loss: 1.2763, grad_norm: 6.7704 2021-07-14 16:26:55,489 - mmaction - INFO - Epoch [253][1360/1879] lr: 6.023e-05, eta: 1:29:20, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6906, top5_acc: 0.8605, loss_cls: 1.2876, loss: 1.2876, grad_norm: 6.8782 2021-07-14 16:27:12,494 - mmaction - INFO - Epoch [253][1380/1879] lr: 6.023e-05, eta: 1:29:02, time: 0.853, data_time: 0.007, memory: 6454, top1_acc: 0.6887, top5_acc: 0.8629, loss_cls: 1.2754, loss: 1.2754, grad_norm: 6.7206 2021-07-14 16:27:29,716 - mmaction - INFO - Epoch [253][1400/1879] lr: 6.023e-05, eta: 1:28:45, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8574, loss_cls: 1.3146, loss: 1.3146, grad_norm: 6.9136 2021-07-14 16:27:46,534 - mmaction - INFO - Epoch [253][1420/1879] lr: 6.023e-05, eta: 1:28:27, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6996, top5_acc: 0.8738, loss_cls: 1.2666, loss: 1.2666, grad_norm: 6.8540 2021-07-14 16:28:03,458 - mmaction - INFO - Epoch [253][1440/1879] lr: 6.023e-05, eta: 1:28:10, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.6687, top5_acc: 0.8484, loss_cls: 1.3631, loss: 1.3631, grad_norm: 6.9791 2021-07-14 16:28:20,372 - mmaction - INFO - Epoch [253][1460/1879] lr: 6.023e-05, eta: 1:27:52, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.7082, top5_acc: 0.8648, loss_cls: 1.2446, loss: 1.2446, grad_norm: 6.7334 2021-07-14 16:28:37,426 - mmaction - INFO - Epoch [253][1480/1879] lr: 6.023e-05, eta: 1:27:35, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8691, loss_cls: 1.2616, loss: 1.2616, grad_norm: 6.7723 2021-07-14 16:28:54,172 - mmaction - INFO - Epoch [253][1500/1879] lr: 6.023e-05, eta: 1:27:18, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.6992, top5_acc: 0.8559, loss_cls: 1.3096, loss: 1.3096, grad_norm: 6.7364 2021-07-14 16:29:11,323 - mmaction - INFO - Epoch [253][1520/1879] lr: 6.023e-05, eta: 1:27:00, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8598, loss_cls: 1.2799, loss: 1.2799, grad_norm: 6.7886 2021-07-14 16:29:28,354 - mmaction - INFO - Epoch [253][1540/1879] lr: 6.023e-05, eta: 1:26:43, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8527, loss_cls: 1.3515, loss: 1.3515, grad_norm: 7.0401 2021-07-14 16:29:45,398 - mmaction - INFO - Epoch [253][1560/1879] lr: 6.023e-05, eta: 1:26:25, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6875, top5_acc: 0.8664, loss_cls: 1.2649, loss: 1.2649, grad_norm: 6.8493 2021-07-14 16:30:02,511 - mmaction - INFO - Epoch [253][1580/1879] lr: 6.023e-05, eta: 1:26:08, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.6984, top5_acc: 0.8551, loss_cls: 1.3200, loss: 1.3200, grad_norm: 6.8909 2021-07-14 16:30:19,456 - mmaction - INFO - Epoch [253][1600/1879] lr: 6.023e-05, eta: 1:25:50, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6988, top5_acc: 0.8668, loss_cls: 1.2491, loss: 1.2491, grad_norm: 6.7126 2021-07-14 16:30:36,439 - mmaction - INFO - Epoch [253][1620/1879] lr: 6.023e-05, eta: 1:25:33, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.7098, top5_acc: 0.8719, loss_cls: 1.2308, loss: 1.2308, grad_norm: 6.6204 2021-07-14 16:30:53,363 - mmaction - INFO - Epoch [253][1640/1879] lr: 6.023e-05, eta: 1:25:16, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8516, loss_cls: 1.3549, loss: 1.3549, grad_norm: 6.8693 2021-07-14 16:31:10,474 - mmaction - INFO - Epoch [253][1660/1879] lr: 6.023e-05, eta: 1:24:58, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.7078, top5_acc: 0.8688, loss_cls: 1.2201, loss: 1.2201, grad_norm: 6.5776 2021-07-14 16:31:27,593 - mmaction - INFO - Epoch [253][1680/1879] lr: 6.023e-05, eta: 1:24:41, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6926, top5_acc: 0.8531, loss_cls: 1.3258, loss: 1.3258, grad_norm: 6.7057 2021-07-14 16:31:44,516 - mmaction - INFO - Epoch [253][1700/1879] lr: 6.023e-05, eta: 1:24:23, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8602, loss_cls: 1.3123, loss: 1.3123, grad_norm: 6.7886 2021-07-14 16:32:01,425 - mmaction - INFO - Epoch [253][1720/1879] lr: 6.023e-05, eta: 1:24:06, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.7020, top5_acc: 0.8637, loss_cls: 1.2583, loss: 1.2583, grad_norm: 6.6487 2021-07-14 16:32:18,098 - mmaction - INFO - Epoch [253][1740/1879] lr: 6.023e-05, eta: 1:23:48, time: 0.833, data_time: 0.004, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8484, loss_cls: 1.3672, loss: 1.3672, grad_norm: 6.8928 2021-07-14 16:32:35,115 - mmaction - INFO - Epoch [253][1760/1879] lr: 6.023e-05, eta: 1:23:31, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.7066, top5_acc: 0.8703, loss_cls: 1.2304, loss: 1.2304, grad_norm: 6.5793 2021-07-14 16:32:51,944 - mmaction - INFO - Epoch [253][1780/1879] lr: 6.023e-05, eta: 1:23:14, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.7070, top5_acc: 0.8637, loss_cls: 1.2594, loss: 1.2594, grad_norm: 6.6551 2021-07-14 16:33:09,186 - mmaction - INFO - Epoch [253][1800/1879] lr: 6.023e-05, eta: 1:22:56, time: 0.860, data_time: 0.006, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8648, loss_cls: 1.3020, loss: 1.3020, grad_norm: 6.8775 2021-07-14 16:33:26,087 - mmaction - INFO - Epoch [253][1820/1879] lr: 6.023e-05, eta: 1:22:39, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6875, top5_acc: 0.8574, loss_cls: 1.3217, loss: 1.3217, grad_norm: 6.8416 2021-07-14 16:33:43,302 - mmaction - INFO - Epoch [253][1840/1879] lr: 6.023e-05, eta: 1:22:21, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.6961, top5_acc: 0.8672, loss_cls: 1.2731, loss: 1.2731, grad_norm: 6.8284 2021-07-14 16:34:00,309 - mmaction - INFO - Epoch [253][1860/1879] lr: 6.023e-05, eta: 1:22:04, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8613, loss_cls: 1.2992, loss: 1.2992, grad_norm: 6.7925 2021-07-14 16:35:41,724 - mmaction - INFO - Epoch [254][20/1879] lr: 3.388e-05, eta: 1:21:31, time: 3.986, data_time: 3.164, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8680, loss_cls: 1.3073, loss: 1.3073, grad_norm: 6.7466 2021-07-14 16:35:57,967 - mmaction - INFO - Epoch [254][40/1879] lr: 3.388e-05, eta: 1:21:14, time: 0.813, data_time: 0.002, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8578, loss_cls: 1.3112, loss: 1.3112, grad_norm: 6.9879 2021-07-14 16:36:14,597 - mmaction - INFO - Epoch [254][60/1879] lr: 3.388e-05, eta: 1:20:56, time: 0.828, data_time: 0.004, memory: 6454, top1_acc: 0.7063, top5_acc: 0.8676, loss_cls: 1.2343, loss: 1.2343, grad_norm: 6.6576 2021-07-14 16:36:31,397 - mmaction - INFO - Epoch [254][80/1879] lr: 3.388e-05, eta: 1:20:39, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8594, loss_cls: 1.2909, loss: 1.2909, grad_norm: 6.7896 2021-07-14 16:36:48,333 - mmaction - INFO - Epoch [254][100/1879] lr: 3.388e-05, eta: 1:20:21, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8547, loss_cls: 1.3300, loss: 1.3300, grad_norm: 6.9272 2021-07-14 16:37:05,074 - mmaction - INFO - Epoch [254][120/1879] lr: 3.388e-05, eta: 1:20:04, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.6996, top5_acc: 0.8844, loss_cls: 1.2359, loss: 1.2359, grad_norm: 6.7249 2021-07-14 16:37:22,046 - mmaction - INFO - Epoch [254][140/1879] lr: 3.388e-05, eta: 1:19:47, time: 0.848, data_time: 0.005, memory: 6454, top1_acc: 0.6844, top5_acc: 0.8676, loss_cls: 1.2954, loss: 1.2954, grad_norm: 6.9276 2021-07-14 16:37:38,946 - mmaction - INFO - Epoch [254][160/1879] lr: 3.388e-05, eta: 1:19:29, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8688, loss_cls: 1.2761, loss: 1.2761, grad_norm: 6.8486 2021-07-14 16:37:56,205 - mmaction - INFO - Epoch [254][180/1879] lr: 3.388e-05, eta: 1:19:12, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8574, loss_cls: 1.3156, loss: 1.3156, grad_norm: 6.9468 2021-07-14 16:38:13,029 - mmaction - INFO - Epoch [254][200/1879] lr: 3.388e-05, eta: 1:18:54, time: 0.842, data_time: 0.003, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8500, loss_cls: 1.4032, loss: 1.4032, grad_norm: 7.1544 2021-07-14 16:38:29,862 - mmaction - INFO - Epoch [254][220/1879] lr: 3.388e-05, eta: 1:18:37, time: 0.843, data_time: 0.008, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8605, loss_cls: 1.3038, loss: 1.3038, grad_norm: 6.7745 2021-07-14 16:38:46,595 - mmaction - INFO - Epoch [254][240/1879] lr: 3.388e-05, eta: 1:18:19, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8613, loss_cls: 1.3189, loss: 1.3189, grad_norm: 6.9089 2021-07-14 16:39:03,523 - mmaction - INFO - Epoch [254][260/1879] lr: 3.388e-05, eta: 1:18:02, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8504, loss_cls: 1.3112, loss: 1.3112, grad_norm: 6.7319 2021-07-14 16:39:20,641 - mmaction - INFO - Epoch [254][280/1879] lr: 3.388e-05, eta: 1:17:45, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.7023, top5_acc: 0.8730, loss_cls: 1.2326, loss: 1.2326, grad_norm: 6.6704 2021-07-14 16:39:37,874 - mmaction - INFO - Epoch [254][300/1879] lr: 3.388e-05, eta: 1:17:27, time: 0.862, data_time: 0.004, memory: 6454, top1_acc: 0.6945, top5_acc: 0.8699, loss_cls: 1.2852, loss: 1.2852, grad_norm: 6.8557 2021-07-14 16:39:54,857 - mmaction - INFO - Epoch [254][320/1879] lr: 3.388e-05, eta: 1:17:10, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6910, top5_acc: 0.8512, loss_cls: 1.3168, loss: 1.3168, grad_norm: 6.7868 2021-07-14 16:40:11,664 - mmaction - INFO - Epoch [254][340/1879] lr: 3.388e-05, eta: 1:16:52, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8410, loss_cls: 1.3525, loss: 1.3525, grad_norm: 6.8399 2021-07-14 16:40:28,742 - mmaction - INFO - Epoch [254][360/1879] lr: 3.388e-05, eta: 1:16:35, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8621, loss_cls: 1.3089, loss: 1.3089, grad_norm: 7.0307 2021-07-14 16:40:45,837 - mmaction - INFO - Epoch [254][380/1879] lr: 3.388e-05, eta: 1:16:17, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6875, top5_acc: 0.8637, loss_cls: 1.2954, loss: 1.2954, grad_norm: 6.8770 2021-07-14 16:41:03,055 - mmaction - INFO - Epoch [254][400/1879] lr: 3.388e-05, eta: 1:16:00, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8594, loss_cls: 1.3028, loss: 1.3028, grad_norm: 6.8322 2021-07-14 16:41:20,008 - mmaction - INFO - Epoch [254][420/1879] lr: 3.388e-05, eta: 1:15:43, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.7016, top5_acc: 0.8641, loss_cls: 1.2412, loss: 1.2412, grad_norm: 6.5747 2021-07-14 16:41:36,827 - mmaction - INFO - Epoch [254][440/1879] lr: 3.388e-05, eta: 1:15:25, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8582, loss_cls: 1.2993, loss: 1.2993, grad_norm: 6.9191 2021-07-14 16:41:53,783 - mmaction - INFO - Epoch [254][460/1879] lr: 3.388e-05, eta: 1:15:08, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.6781, top5_acc: 0.8582, loss_cls: 1.3335, loss: 1.3335, grad_norm: 6.8005 2021-07-14 16:42:10,844 - mmaction - INFO - Epoch [254][480/1879] lr: 3.388e-05, eta: 1:14:50, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8590, loss_cls: 1.3157, loss: 1.3157, grad_norm: 6.9118 2021-07-14 16:42:27,892 - mmaction - INFO - Epoch [254][500/1879] lr: 3.388e-05, eta: 1:14:33, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6875, top5_acc: 0.8664, loss_cls: 1.2841, loss: 1.2841, grad_norm: 6.7758 2021-07-14 16:42:44,892 - mmaction - INFO - Epoch [254][520/1879] lr: 3.388e-05, eta: 1:14:15, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6906, top5_acc: 0.8688, loss_cls: 1.2708, loss: 1.2708, grad_norm: 6.7192 2021-07-14 16:43:01,996 - mmaction - INFO - Epoch [254][540/1879] lr: 3.388e-05, eta: 1:13:58, time: 0.855, data_time: 0.007, memory: 6454, top1_acc: 0.7039, top5_acc: 0.8680, loss_cls: 1.2625, loss: 1.2625, grad_norm: 6.6876 2021-07-14 16:43:18,956 - mmaction - INFO - Epoch [254][560/1879] lr: 3.388e-05, eta: 1:13:41, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.6770, top5_acc: 0.8516, loss_cls: 1.3487, loss: 1.3487, grad_norm: 6.9394 2021-07-14 16:43:36,246 - mmaction - INFO - Epoch [254][580/1879] lr: 3.388e-05, eta: 1:13:23, time: 0.865, data_time: 0.005, memory: 6454, top1_acc: 0.7020, top5_acc: 0.8617, loss_cls: 1.2611, loss: 1.2611, grad_norm: 6.7417 2021-07-14 16:43:53,247 - mmaction - INFO - Epoch [254][600/1879] lr: 3.388e-05, eta: 1:13:06, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.7184, top5_acc: 0.8777, loss_cls: 1.1908, loss: 1.1908, grad_norm: 6.6858 2021-07-14 16:44:10,262 - mmaction - INFO - Epoch [254][620/1879] lr: 3.388e-05, eta: 1:12:48, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8484, loss_cls: 1.3454, loss: 1.3454, grad_norm: 6.9206 2021-07-14 16:44:27,088 - mmaction - INFO - Epoch [254][640/1879] lr: 3.388e-05, eta: 1:12:31, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8605, loss_cls: 1.2844, loss: 1.2844, grad_norm: 6.7762 2021-07-14 16:44:44,212 - mmaction - INFO - Epoch [254][660/1879] lr: 3.388e-05, eta: 1:12:13, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8641, loss_cls: 1.2883, loss: 1.2883, grad_norm: 6.8720 2021-07-14 16:45:01,125 - mmaction - INFO - Epoch [254][680/1879] lr: 3.388e-05, eta: 1:11:56, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8535, loss_cls: 1.3241, loss: 1.3241, grad_norm: 6.8364 2021-07-14 16:45:18,113 - mmaction - INFO - Epoch [254][700/1879] lr: 3.388e-05, eta: 1:11:39, time: 0.850, data_time: 0.001, memory: 6454, top1_acc: 0.7059, top5_acc: 0.8707, loss_cls: 1.2469, loss: 1.2469, grad_norm: 6.6970 2021-07-14 16:45:35,239 - mmaction - INFO - Epoch [254][720/1879] lr: 3.388e-05, eta: 1:11:21, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8461, loss_cls: 1.3392, loss: 1.3392, grad_norm: 6.8305 2021-07-14 16:45:52,321 - mmaction - INFO - Epoch [254][740/1879] lr: 3.388e-05, eta: 1:11:04, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8590, loss_cls: 1.3059, loss: 1.3059, grad_norm: 6.9250 2021-07-14 16:46:09,440 - mmaction - INFO - Epoch [254][760/1879] lr: 3.388e-05, eta: 1:10:46, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6988, top5_acc: 0.8676, loss_cls: 1.2660, loss: 1.2660, grad_norm: 6.7257 2021-07-14 16:46:26,589 - mmaction - INFO - Epoch [254][780/1879] lr: 3.388e-05, eta: 1:10:29, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.7020, top5_acc: 0.8648, loss_cls: 1.2572, loss: 1.2572, grad_norm: 6.7839 2021-07-14 16:46:43,179 - mmaction - INFO - Epoch [254][800/1879] lr: 3.388e-05, eta: 1:10:11, time: 0.829, data_time: 0.001, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8641, loss_cls: 1.2993, loss: 1.2993, grad_norm: 6.8543 2021-07-14 16:47:00,201 - mmaction - INFO - Epoch [254][820/1879] lr: 3.388e-05, eta: 1:09:54, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6844, top5_acc: 0.8586, loss_cls: 1.2880, loss: 1.2880, grad_norm: 6.7954 2021-07-14 16:47:17,045 - mmaction - INFO - Epoch [254][840/1879] lr: 3.388e-05, eta: 1:09:37, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8438, loss_cls: 1.3653, loss: 1.3653, grad_norm: 6.9214 2021-07-14 16:47:34,040 - mmaction - INFO - Epoch [254][860/1879] lr: 3.388e-05, eta: 1:09:19, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6992, top5_acc: 0.8676, loss_cls: 1.2573, loss: 1.2573, grad_norm: 6.7988 2021-07-14 16:47:51,159 - mmaction - INFO - Epoch [254][880/1879] lr: 3.388e-05, eta: 1:09:02, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6852, top5_acc: 0.8578, loss_cls: 1.3142, loss: 1.3142, grad_norm: 6.8507 2021-07-14 16:48:08,168 - mmaction - INFO - Epoch [254][900/1879] lr: 3.388e-05, eta: 1:08:44, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6949, top5_acc: 0.8551, loss_cls: 1.2840, loss: 1.2840, grad_norm: 6.7861 2021-07-14 16:48:24,949 - mmaction - INFO - Epoch [254][920/1879] lr: 3.388e-05, eta: 1:08:27, time: 0.841, data_time: 0.003, memory: 6454, top1_acc: 0.7063, top5_acc: 0.8668, loss_cls: 1.2467, loss: 1.2467, grad_norm: 6.7383 2021-07-14 16:48:41,762 - mmaction - INFO - Epoch [254][940/1879] lr: 3.388e-05, eta: 1:08:09, time: 0.840, data_time: 0.001, memory: 6454, top1_acc: 0.6809, top5_acc: 0.8539, loss_cls: 1.3394, loss: 1.3394, grad_norm: 6.8774 2021-07-14 16:48:58,310 - mmaction - INFO - Epoch [254][960/1879] lr: 3.388e-05, eta: 1:07:52, time: 0.828, data_time: 0.001, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8590, loss_cls: 1.2949, loss: 1.2949, grad_norm: 6.8981 2021-07-14 16:49:15,333 - mmaction - INFO - Epoch [254][980/1879] lr: 3.388e-05, eta: 1:07:35, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8676, loss_cls: 1.2538, loss: 1.2538, grad_norm: 6.8508 2021-07-14 16:49:32,232 - mmaction - INFO - Epoch [254][1000/1879] lr: 3.388e-05, eta: 1:07:17, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8672, loss_cls: 1.2578, loss: 1.2578, grad_norm: 6.8884 2021-07-14 16:49:49,132 - mmaction - INFO - Epoch [254][1020/1879] lr: 3.388e-05, eta: 1:07:00, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.7086, top5_acc: 0.8688, loss_cls: 1.2351, loss: 1.2351, grad_norm: 6.6593 2021-07-14 16:50:05,945 - mmaction - INFO - Epoch [254][1040/1879] lr: 3.388e-05, eta: 1:06:42, time: 0.843, data_time: 0.004, memory: 6454, top1_acc: 0.7027, top5_acc: 0.8688, loss_cls: 1.2474, loss: 1.2474, grad_norm: 6.6706 2021-07-14 16:50:22,681 - mmaction - INFO - Epoch [254][1060/1879] lr: 3.388e-05, eta: 1:06:25, time: 0.834, data_time: 0.001, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8656, loss_cls: 1.2866, loss: 1.2866, grad_norm: 7.0059 2021-07-14 16:50:39,579 - mmaction - INFO - Epoch [254][1080/1879] lr: 3.388e-05, eta: 1:06:08, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8602, loss_cls: 1.2899, loss: 1.2899, grad_norm: 6.8967 2021-07-14 16:50:56,370 - mmaction - INFO - Epoch [254][1100/1879] lr: 3.388e-05, eta: 1:05:50, time: 0.838, data_time: 0.001, memory: 6454, top1_acc: 0.7020, top5_acc: 0.8594, loss_cls: 1.2835, loss: 1.2835, grad_norm: 6.7450 2021-07-14 16:51:13,459 - mmaction - INFO - Epoch [254][1120/1879] lr: 3.388e-05, eta: 1:05:33, time: 0.854, data_time: 0.005, memory: 6454, top1_acc: 0.6996, top5_acc: 0.8621, loss_cls: 1.2621, loss: 1.2621, grad_norm: 6.5403 2021-07-14 16:51:30,302 - mmaction - INFO - Epoch [254][1140/1879] lr: 3.388e-05, eta: 1:05:15, time: 0.843, data_time: 0.003, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8629, loss_cls: 1.2897, loss: 1.2897, grad_norm: 6.9212 2021-07-14 16:51:47,556 - mmaction - INFO - Epoch [254][1160/1879] lr: 3.388e-05, eta: 1:04:58, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8715, loss_cls: 1.2575, loss: 1.2575, grad_norm: 6.8881 2021-07-14 16:52:04,487 - mmaction - INFO - Epoch [254][1180/1879] lr: 3.388e-05, eta: 1:04:40, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8605, loss_cls: 1.3159, loss: 1.3159, grad_norm: 6.8234 2021-07-14 16:52:21,505 - mmaction - INFO - Epoch [254][1200/1879] lr: 3.388e-05, eta: 1:04:23, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8516, loss_cls: 1.3261, loss: 1.3261, grad_norm: 6.8300 2021-07-14 16:52:38,404 - mmaction - INFO - Epoch [254][1220/1879] lr: 3.388e-05, eta: 1:04:06, time: 0.845, data_time: 0.001, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8520, loss_cls: 1.3376, loss: 1.3376, grad_norm: 7.0284 2021-07-14 16:52:55,423 - mmaction - INFO - Epoch [254][1240/1879] lr: 3.388e-05, eta: 1:03:48, time: 0.848, data_time: 0.003, memory: 6454, top1_acc: 0.6984, top5_acc: 0.8574, loss_cls: 1.2821, loss: 1.2821, grad_norm: 6.8679 2021-07-14 16:53:12,557 - mmaction - INFO - Epoch [254][1260/1879] lr: 3.388e-05, eta: 1:03:31, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8652, loss_cls: 1.3263, loss: 1.3263, grad_norm: 7.0369 2021-07-14 16:53:29,721 - mmaction - INFO - Epoch [254][1280/1879] lr: 3.388e-05, eta: 1:03:13, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6988, top5_acc: 0.8645, loss_cls: 1.2917, loss: 1.2917, grad_norm: 6.8707 2021-07-14 16:53:46,813 - mmaction - INFO - Epoch [254][1300/1879] lr: 3.388e-05, eta: 1:02:56, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.7004, top5_acc: 0.8594, loss_cls: 1.2708, loss: 1.2708, grad_norm: 6.5922 2021-07-14 16:54:03,963 - mmaction - INFO - Epoch [254][1320/1879] lr: 3.388e-05, eta: 1:02:38, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.7008, top5_acc: 0.8641, loss_cls: 1.2642, loss: 1.2642, grad_norm: 6.7630 2021-07-14 16:54:20,675 - mmaction - INFO - Epoch [254][1340/1879] lr: 3.388e-05, eta: 1:02:21, time: 0.836, data_time: 0.004, memory: 6454, top1_acc: 0.6949, top5_acc: 0.8660, loss_cls: 1.2683, loss: 1.2683, grad_norm: 6.9605 2021-07-14 16:54:37,690 - mmaction - INFO - Epoch [254][1360/1879] lr: 3.388e-05, eta: 1:02:04, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6695, top5_acc: 0.8539, loss_cls: 1.3584, loss: 1.3584, grad_norm: 7.0564 2021-07-14 16:54:54,507 - mmaction - INFO - Epoch [254][1380/1879] lr: 3.388e-05, eta: 1:01:46, time: 0.842, data_time: 0.002, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8516, loss_cls: 1.3307, loss: 1.3307, grad_norm: 6.9124 2021-07-14 16:55:11,623 - mmaction - INFO - Epoch [254][1400/1879] lr: 3.388e-05, eta: 1:01:29, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6949, top5_acc: 0.8566, loss_cls: 1.2986, loss: 1.2986, grad_norm: 6.7895 2021-07-14 16:55:28,620 - mmaction - INFO - Epoch [254][1420/1879] lr: 3.388e-05, eta: 1:01:11, time: 0.847, data_time: 0.001, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8645, loss_cls: 1.2532, loss: 1.2532, grad_norm: 6.7237 2021-07-14 16:55:45,364 - mmaction - INFO - Epoch [254][1440/1879] lr: 3.388e-05, eta: 1:00:54, time: 0.840, data_time: 0.006, memory: 6454, top1_acc: 0.7105, top5_acc: 0.8684, loss_cls: 1.2504, loss: 1.2504, grad_norm: 6.6411 2021-07-14 16:56:02,257 - mmaction - INFO - Epoch [254][1460/1879] lr: 3.388e-05, eta: 1:00:36, time: 0.846, data_time: 0.002, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8582, loss_cls: 1.3353, loss: 1.3353, grad_norm: 7.1233 2021-07-14 16:56:19,398 - mmaction - INFO - Epoch [254][1480/1879] lr: 3.388e-05, eta: 1:00:19, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8707, loss_cls: 1.2848, loss: 1.2848, grad_norm: 6.8302 2021-07-14 16:56:36,450 - mmaction - INFO - Epoch [254][1500/1879] lr: 3.388e-05, eta: 1:00:02, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6793, top5_acc: 0.8574, loss_cls: 1.3406, loss: 1.3406, grad_norm: 6.9295 2021-07-14 16:56:53,610 - mmaction - INFO - Epoch [254][1520/1879] lr: 3.388e-05, eta: 0:59:44, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.6758, top5_acc: 0.8500, loss_cls: 1.3618, loss: 1.3618, grad_norm: 6.9773 2021-07-14 16:57:10,425 - mmaction - INFO - Epoch [254][1540/1879] lr: 3.388e-05, eta: 0:59:27, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.6980, top5_acc: 0.8691, loss_cls: 1.2795, loss: 1.2795, grad_norm: 6.7847 2021-07-14 16:57:27,350 - mmaction - INFO - Epoch [254][1560/1879] lr: 3.388e-05, eta: 0:59:09, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.6980, top5_acc: 0.8676, loss_cls: 1.2653, loss: 1.2653, grad_norm: 6.8240 2021-07-14 16:57:44,356 - mmaction - INFO - Epoch [254][1580/1879] lr: 3.388e-05, eta: 0:58:52, time: 0.848, data_time: 0.001, memory: 6454, top1_acc: 0.6934, top5_acc: 0.8648, loss_cls: 1.3056, loss: 1.3056, grad_norm: 7.0773 2021-07-14 16:58:01,442 - mmaction - INFO - Epoch [254][1600/1879] lr: 3.388e-05, eta: 0:58:35, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8648, loss_cls: 1.3139, loss: 1.3139, grad_norm: 6.8930 2021-07-14 16:58:18,414 - mmaction - INFO - Epoch [254][1620/1879] lr: 3.388e-05, eta: 0:58:17, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.7000, top5_acc: 0.8695, loss_cls: 1.2635, loss: 1.2635, grad_norm: 6.7050 2021-07-14 16:58:35,272 - mmaction - INFO - Epoch [254][1640/1879] lr: 3.388e-05, eta: 0:58:00, time: 0.845, data_time: 0.003, memory: 6454, top1_acc: 0.7012, top5_acc: 0.8688, loss_cls: 1.2639, loss: 1.2639, grad_norm: 6.8405 2021-07-14 16:58:52,275 - mmaction - INFO - Epoch [254][1660/1879] lr: 3.388e-05, eta: 0:57:42, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6988, top5_acc: 0.8660, loss_cls: 1.2390, loss: 1.2390, grad_norm: 6.7076 2021-07-14 16:59:09,332 - mmaction - INFO - Epoch [254][1680/1879] lr: 3.388e-05, eta: 0:57:25, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8559, loss_cls: 1.3043, loss: 1.3043, grad_norm: 6.6675 2021-07-14 16:59:26,306 - mmaction - INFO - Epoch [254][1700/1879] lr: 3.388e-05, eta: 0:57:07, time: 0.848, data_time: 0.004, memory: 6454, top1_acc: 0.6992, top5_acc: 0.8672, loss_cls: 1.2756, loss: 1.2756, grad_norm: 6.7279 2021-07-14 16:59:43,097 - mmaction - INFO - Epoch [254][1720/1879] lr: 3.388e-05, eta: 0:56:50, time: 0.840, data_time: 0.002, memory: 6454, top1_acc: 0.7035, top5_acc: 0.8715, loss_cls: 1.2538, loss: 1.2538, grad_norm: 6.7032 2021-07-14 17:00:00,165 - mmaction - INFO - Epoch [254][1740/1879] lr: 3.388e-05, eta: 0:56:33, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6996, top5_acc: 0.8648, loss_cls: 1.2683, loss: 1.2683, grad_norm: 6.8682 2021-07-14 17:00:17,334 - mmaction - INFO - Epoch [254][1760/1879] lr: 3.388e-05, eta: 0:56:15, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8625, loss_cls: 1.3098, loss: 1.3098, grad_norm: 6.8352 2021-07-14 17:00:34,313 - mmaction - INFO - Epoch [254][1780/1879] lr: 3.388e-05, eta: 0:55:58, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6934, top5_acc: 0.8660, loss_cls: 1.2631, loss: 1.2631, grad_norm: 6.6486 2021-07-14 17:00:51,470 - mmaction - INFO - Epoch [254][1800/1879] lr: 3.388e-05, eta: 0:55:40, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8547, loss_cls: 1.3452, loss: 1.3452, grad_norm: 7.0114 2021-07-14 17:01:08,709 - mmaction - INFO - Epoch [254][1820/1879] lr: 3.388e-05, eta: 0:55:23, time: 0.862, data_time: 0.007, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8621, loss_cls: 1.2857, loss: 1.2857, grad_norm: 6.9342 2021-07-14 17:01:25,610 - mmaction - INFO - Epoch [254][1840/1879] lr: 3.388e-05, eta: 0:55:05, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.7105, top5_acc: 0.8719, loss_cls: 1.2263, loss: 1.2263, grad_norm: 6.6781 2021-07-14 17:01:42,871 - mmaction - INFO - Epoch [254][1860/1879] lr: 3.388e-05, eta: 0:54:48, time: 0.862, data_time: 0.007, memory: 6454, top1_acc: 0.6926, top5_acc: 0.8605, loss_cls: 1.3116, loss: 1.3116, grad_norm: 6.7323 2021-07-14 17:03:00,520 - mmaction - INFO - Epoch [255][20/1879] lr: 1.506e-05, eta: 0:54:15, time: 2.996, data_time: 1.803, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8629, loss_cls: 1.2962, loss: 1.2962, grad_norm: 6.9955 2021-07-14 17:03:17,149 - mmaction - INFO - Epoch [255][40/1879] lr: 1.506e-05, eta: 0:53:57, time: 0.831, data_time: 0.006, memory: 6454, top1_acc: 0.7051, top5_acc: 0.8746, loss_cls: 1.2403, loss: 1.2403, grad_norm: 6.7348 2021-07-14 17:03:33,951 - mmaction - INFO - Epoch [255][60/1879] lr: 1.506e-05, eta: 0:53:40, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.7004, top5_acc: 0.8730, loss_cls: 1.2469, loss: 1.2469, grad_norm: 6.7437 2021-07-14 17:03:50,723 - mmaction - INFO - Epoch [255][80/1879] lr: 1.506e-05, eta: 0:53:22, time: 0.837, data_time: 0.001, memory: 6454, top1_acc: 0.7055, top5_acc: 0.8695, loss_cls: 1.2349, loss: 1.2349, grad_norm: 6.6709 2021-07-14 17:04:07,517 - mmaction - INFO - Epoch [255][100/1879] lr: 1.506e-05, eta: 0:53:05, time: 0.841, data_time: 0.006, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8578, loss_cls: 1.3126, loss: 1.3126, grad_norm: 6.9547 2021-07-14 17:04:24,671 - mmaction - INFO - Epoch [255][120/1879] lr: 1.506e-05, eta: 0:52:47, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.7016, top5_acc: 0.8637, loss_cls: 1.2570, loss: 1.2570, grad_norm: 6.7462 2021-07-14 17:04:41,731 - mmaction - INFO - Epoch [255][140/1879] lr: 1.506e-05, eta: 0:52:30, time: 0.852, data_time: 0.002, memory: 6454, top1_acc: 0.6727, top5_acc: 0.8551, loss_cls: 1.3357, loss: 1.3357, grad_norm: 6.9807 2021-07-14 17:04:58,774 - mmaction - INFO - Epoch [255][160/1879] lr: 1.506e-05, eta: 0:52:13, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6980, top5_acc: 0.8766, loss_cls: 1.2248, loss: 1.2248, grad_norm: 6.6983 2021-07-14 17:05:15,904 - mmaction - INFO - Epoch [255][180/1879] lr: 1.506e-05, eta: 0:51:55, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.7063, top5_acc: 0.8629, loss_cls: 1.2627, loss: 1.2627, grad_norm: 6.7443 2021-07-14 17:05:32,939 - mmaction - INFO - Epoch [255][200/1879] lr: 1.506e-05, eta: 0:51:38, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8688, loss_cls: 1.2887, loss: 1.2887, grad_norm: 6.8927 2021-07-14 17:05:49,957 - mmaction - INFO - Epoch [255][220/1879] lr: 1.506e-05, eta: 0:51:20, time: 0.851, data_time: 0.003, memory: 6454, top1_acc: 0.6984, top5_acc: 0.8672, loss_cls: 1.2506, loss: 1.2506, grad_norm: 6.6858 2021-07-14 17:06:06,892 - mmaction - INFO - Epoch [255][240/1879] lr: 1.506e-05, eta: 0:51:03, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8551, loss_cls: 1.3289, loss: 1.3289, grad_norm: 6.8801 2021-07-14 17:06:24,295 - mmaction - INFO - Epoch [255][260/1879] lr: 1.506e-05, eta: 0:50:45, time: 0.871, data_time: 0.004, memory: 6454, top1_acc: 0.6988, top5_acc: 0.8590, loss_cls: 1.2889, loss: 1.2889, grad_norm: 6.6492 2021-07-14 17:06:41,422 - mmaction - INFO - Epoch [255][280/1879] lr: 1.506e-05, eta: 0:50:28, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.7012, top5_acc: 0.8750, loss_cls: 1.2443, loss: 1.2443, grad_norm: 6.6849 2021-07-14 17:06:58,671 - mmaction - INFO - Epoch [255][300/1879] lr: 1.506e-05, eta: 0:50:11, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8539, loss_cls: 1.3097, loss: 1.3097, grad_norm: 6.8576 2021-07-14 17:07:15,685 - mmaction - INFO - Epoch [255][320/1879] lr: 1.506e-05, eta: 0:49:53, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6738, top5_acc: 0.8590, loss_cls: 1.3622, loss: 1.3622, grad_norm: 7.1956 2021-07-14 17:07:32,695 - mmaction - INFO - Epoch [255][340/1879] lr: 1.506e-05, eta: 0:49:36, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8512, loss_cls: 1.3080, loss: 1.3080, grad_norm: 6.7520 2021-07-14 17:07:49,675 - mmaction - INFO - Epoch [255][360/1879] lr: 1.506e-05, eta: 0:49:18, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6941, top5_acc: 0.8590, loss_cls: 1.2820, loss: 1.2820, grad_norm: 6.7533 2021-07-14 17:08:06,693 - mmaction - INFO - Epoch [255][380/1879] lr: 1.506e-05, eta: 0:49:01, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8457, loss_cls: 1.3863, loss: 1.3863, grad_norm: 7.0644 2021-07-14 17:08:23,726 - mmaction - INFO - Epoch [255][400/1879] lr: 1.506e-05, eta: 0:48:44, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.7031, top5_acc: 0.8809, loss_cls: 1.2225, loss: 1.2225, grad_norm: 6.8755 2021-07-14 17:08:40,553 - mmaction - INFO - Epoch [255][420/1879] lr: 1.506e-05, eta: 0:48:26, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8477, loss_cls: 1.3302, loss: 1.3302, grad_norm: 6.8874 2021-07-14 17:08:57,789 - mmaction - INFO - Epoch [255][440/1879] lr: 1.506e-05, eta: 0:48:09, time: 0.860, data_time: 0.028, memory: 6454, top1_acc: 0.7129, top5_acc: 0.8652, loss_cls: 1.2562, loss: 1.2562, grad_norm: 6.6010 2021-07-14 17:09:14,902 - mmaction - INFO - Epoch [255][460/1879] lr: 1.506e-05, eta: 0:47:51, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.6875, top5_acc: 0.8613, loss_cls: 1.2866, loss: 1.2866, grad_norm: 6.9158 2021-07-14 17:09:32,234 - mmaction - INFO - Epoch [255][480/1879] lr: 1.506e-05, eta: 0:47:34, time: 0.865, data_time: 0.008, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8551, loss_cls: 1.3073, loss: 1.3073, grad_norm: 6.8303 2021-07-14 17:09:49,741 - mmaction - INFO - Epoch [255][500/1879] lr: 1.506e-05, eta: 0:47:16, time: 0.877, data_time: 0.032, memory: 6454, top1_acc: 0.6934, top5_acc: 0.8590, loss_cls: 1.2971, loss: 1.2971, grad_norm: 6.8715 2021-07-14 17:10:06,936 - mmaction - INFO - Epoch [255][520/1879] lr: 1.506e-05, eta: 0:46:59, time: 0.861, data_time: 0.005, memory: 6454, top1_acc: 0.7117, top5_acc: 0.8730, loss_cls: 1.2131, loss: 1.2131, grad_norm: 6.7051 2021-07-14 17:10:23,820 - mmaction - INFO - Epoch [255][540/1879] lr: 1.506e-05, eta: 0:46:42, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.7031, top5_acc: 0.8672, loss_cls: 1.2479, loss: 1.2479, grad_norm: 6.9064 2021-07-14 17:10:40,733 - mmaction - INFO - Epoch [255][560/1879] lr: 1.506e-05, eta: 0:46:24, time: 0.846, data_time: 0.003, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8637, loss_cls: 1.2774, loss: 1.2774, grad_norm: 6.6523 2021-07-14 17:10:57,559 - mmaction - INFO - Epoch [255][580/1879] lr: 1.506e-05, eta: 0:46:07, time: 0.843, data_time: 0.006, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8602, loss_cls: 1.3099, loss: 1.3099, grad_norm: 6.9352 2021-07-14 17:11:14,903 - mmaction - INFO - Epoch [255][600/1879] lr: 1.506e-05, eta: 0:45:49, time: 0.866, data_time: 0.003, memory: 6454, top1_acc: 0.6910, top5_acc: 0.8551, loss_cls: 1.3265, loss: 1.3265, grad_norm: 6.8632 2021-07-14 17:11:31,671 - mmaction - INFO - Epoch [255][620/1879] lr: 1.506e-05, eta: 0:45:32, time: 0.837, data_time: 0.003, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8676, loss_cls: 1.2822, loss: 1.2822, grad_norm: 6.8844 2021-07-14 17:11:48,647 - mmaction - INFO - Epoch [255][640/1879] lr: 1.506e-05, eta: 0:45:14, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8598, loss_cls: 1.3068, loss: 1.3068, grad_norm: 6.9830 2021-07-14 17:12:05,678 - mmaction - INFO - Epoch [255][660/1879] lr: 1.506e-05, eta: 0:44:57, time: 0.851, data_time: 0.002, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8613, loss_cls: 1.2979, loss: 1.2979, grad_norm: 6.9414 2021-07-14 17:12:22,875 - mmaction - INFO - Epoch [255][680/1879] lr: 1.506e-05, eta: 0:44:40, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8672, loss_cls: 1.2727, loss: 1.2727, grad_norm: 6.7803 2021-07-14 17:12:39,482 - mmaction - INFO - Epoch [255][700/1879] lr: 1.506e-05, eta: 0:44:22, time: 0.832, data_time: 0.004, memory: 6454, top1_acc: 0.7031, top5_acc: 0.8648, loss_cls: 1.2470, loss: 1.2470, grad_norm: 6.7626 2021-07-14 17:12:56,482 - mmaction - INFO - Epoch [255][720/1879] lr: 1.506e-05, eta: 0:44:05, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.7031, top5_acc: 0.8715, loss_cls: 1.2440, loss: 1.2440, grad_norm: 6.6089 2021-07-14 17:13:13,542 - mmaction - INFO - Epoch [255][740/1879] lr: 1.506e-05, eta: 0:43:47, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6934, top5_acc: 0.8645, loss_cls: 1.2813, loss: 1.2813, grad_norm: 6.8995 2021-07-14 17:13:31,703 - mmaction - INFO - Epoch [255][760/1879] lr: 1.506e-05, eta: 0:43:30, time: 0.909, data_time: 0.071, memory: 6454, top1_acc: 0.7152, top5_acc: 0.8746, loss_cls: 1.2296, loss: 1.2296, grad_norm: 6.6457 2021-07-14 17:13:48,710 - mmaction - INFO - Epoch [255][780/1879] lr: 1.506e-05, eta: 0:43:13, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.7078, top5_acc: 0.8730, loss_cls: 1.2047, loss: 1.2047, grad_norm: 6.6301 2021-07-14 17:14:05,572 - mmaction - INFO - Epoch [255][800/1879] lr: 1.506e-05, eta: 0:42:55, time: 0.842, data_time: 0.001, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8613, loss_cls: 1.2724, loss: 1.2724, grad_norm: 6.7237 2021-07-14 17:14:22,709 - mmaction - INFO - Epoch [255][820/1879] lr: 1.506e-05, eta: 0:42:38, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8652, loss_cls: 1.2905, loss: 1.2905, grad_norm: 6.7989 2021-07-14 17:14:39,771 - mmaction - INFO - Epoch [255][840/1879] lr: 1.506e-05, eta: 0:42:20, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8574, loss_cls: 1.3155, loss: 1.3155, grad_norm: 6.7798 2021-07-14 17:14:56,702 - mmaction - INFO - Epoch [255][860/1879] lr: 1.506e-05, eta: 0:42:03, time: 0.846, data_time: 0.006, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8578, loss_cls: 1.3019, loss: 1.3019, grad_norm: 6.9626 2021-07-14 17:15:13,848 - mmaction - INFO - Epoch [255][880/1879] lr: 1.506e-05, eta: 0:41:45, time: 0.856, data_time: 0.005, memory: 6454, top1_acc: 0.7086, top5_acc: 0.8715, loss_cls: 1.2328, loss: 1.2328, grad_norm: 6.9516 2021-07-14 17:15:30,821 - mmaction - INFO - Epoch [255][900/1879] lr: 1.506e-05, eta: 0:41:28, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6949, top5_acc: 0.8598, loss_cls: 1.3094, loss: 1.3094, grad_norm: 6.8279 2021-07-14 17:15:47,979 - mmaction - INFO - Epoch [255][920/1879] lr: 1.506e-05, eta: 0:41:11, time: 0.856, data_time: 0.004, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8586, loss_cls: 1.2968, loss: 1.2968, grad_norm: 6.9338 2021-07-14 17:16:04,775 - mmaction - INFO - Epoch [255][940/1879] lr: 1.506e-05, eta: 0:40:53, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6703, top5_acc: 0.8469, loss_cls: 1.3659, loss: 1.3659, grad_norm: 6.9906 2021-07-14 17:16:21,880 - mmaction - INFO - Epoch [255][960/1879] lr: 1.506e-05, eta: 0:40:36, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8543, loss_cls: 1.3214, loss: 1.3214, grad_norm: 6.8713 2021-07-14 17:16:38,966 - mmaction - INFO - Epoch [255][980/1879] lr: 1.506e-05, eta: 0:40:18, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6895, top5_acc: 0.8613, loss_cls: 1.2965, loss: 1.2965, grad_norm: 6.8128 2021-07-14 17:16:56,020 - mmaction - INFO - Epoch [255][1000/1879] lr: 1.506e-05, eta: 0:40:01, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.7016, top5_acc: 0.8621, loss_cls: 1.2950, loss: 1.2950, grad_norm: 6.9700 2021-07-14 17:17:13,147 - mmaction - INFO - Epoch [255][1020/1879] lr: 1.506e-05, eta: 0:39:44, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.7039, top5_acc: 0.8711, loss_cls: 1.2461, loss: 1.2461, grad_norm: 6.7613 2021-07-14 17:17:30,151 - mmaction - INFO - Epoch [255][1040/1879] lr: 1.506e-05, eta: 0:39:26, time: 0.849, data_time: 0.001, memory: 6454, top1_acc: 0.6934, top5_acc: 0.8738, loss_cls: 1.2472, loss: 1.2472, grad_norm: 6.8939 2021-07-14 17:17:47,237 - mmaction - INFO - Epoch [255][1060/1879] lr: 1.506e-05, eta: 0:39:09, time: 0.854, data_time: 0.006, memory: 6454, top1_acc: 0.6961, top5_acc: 0.8613, loss_cls: 1.3146, loss: 1.3146, grad_norm: 6.8149 2021-07-14 17:18:04,256 - mmaction - INFO - Epoch [255][1080/1879] lr: 1.506e-05, eta: 0:38:51, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6855, top5_acc: 0.8656, loss_cls: 1.3137, loss: 1.3137, grad_norm: 6.9857 2021-07-14 17:18:21,536 - mmaction - INFO - Epoch [255][1100/1879] lr: 1.506e-05, eta: 0:38:34, time: 0.860, data_time: 0.003, memory: 6454, top1_acc: 0.7016, top5_acc: 0.8520, loss_cls: 1.2808, loss: 1.2808, grad_norm: 6.8052 2021-07-14 17:18:38,561 - mmaction - INFO - Epoch [255][1120/1879] lr: 1.506e-05, eta: 0:38:16, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6941, top5_acc: 0.8672, loss_cls: 1.2446, loss: 1.2446, grad_norm: 6.8119 2021-07-14 17:18:55,526 - mmaction - INFO - Epoch [255][1140/1879] lr: 1.506e-05, eta: 0:37:59, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8688, loss_cls: 1.2609, loss: 1.2609, grad_norm: 6.8092 2021-07-14 17:19:12,713 - mmaction - INFO - Epoch [255][1160/1879] lr: 1.506e-05, eta: 0:37:42, time: 0.859, data_time: 0.002, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8590, loss_cls: 1.3160, loss: 1.3160, grad_norm: 7.0040 2021-07-14 17:19:29,912 - mmaction - INFO - Epoch [255][1180/1879] lr: 1.506e-05, eta: 0:37:24, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.6730, top5_acc: 0.8629, loss_cls: 1.3554, loss: 1.3554, grad_norm: 6.9632 2021-07-14 17:19:46,944 - mmaction - INFO - Epoch [255][1200/1879] lr: 1.506e-05, eta: 0:37:07, time: 0.851, data_time: 0.004, memory: 6454, top1_acc: 0.6996, top5_acc: 0.8699, loss_cls: 1.2569, loss: 1.2569, grad_norm: 6.7807 2021-07-14 17:20:03,948 - mmaction - INFO - Epoch [255][1220/1879] lr: 1.506e-05, eta: 0:36:49, time: 0.852, data_time: 0.006, memory: 6454, top1_acc: 0.6887, top5_acc: 0.8629, loss_cls: 1.3015, loss: 1.3015, grad_norm: 6.8551 2021-07-14 17:20:20,755 - mmaction - INFO - Epoch [255][1240/1879] lr: 1.506e-05, eta: 0:36:32, time: 0.841, data_time: 0.002, memory: 6454, top1_acc: 0.7016, top5_acc: 0.8625, loss_cls: 1.2346, loss: 1.2346, grad_norm: 6.6109 2021-07-14 17:20:37,921 - mmaction - INFO - Epoch [255][1260/1879] lr: 1.506e-05, eta: 0:36:14, time: 0.857, data_time: 0.002, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8617, loss_cls: 1.2941, loss: 1.2941, grad_norm: 6.7464 2021-07-14 17:20:55,043 - mmaction - INFO - Epoch [255][1280/1879] lr: 1.506e-05, eta: 0:35:57, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8598, loss_cls: 1.2932, loss: 1.2932, grad_norm: 6.8985 2021-07-14 17:21:12,134 - mmaction - INFO - Epoch [255][1300/1879] lr: 1.506e-05, eta: 0:35:40, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.7008, top5_acc: 0.8664, loss_cls: 1.2486, loss: 1.2486, grad_norm: 6.6235 2021-07-14 17:21:29,075 - mmaction - INFO - Epoch [255][1320/1879] lr: 1.506e-05, eta: 0:35:22, time: 0.849, data_time: 0.003, memory: 6454, top1_acc: 0.6871, top5_acc: 0.8562, loss_cls: 1.3072, loss: 1.3072, grad_norm: 6.9597 2021-07-14 17:21:46,115 - mmaction - INFO - Epoch [255][1340/1879] lr: 1.506e-05, eta: 0:35:05, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8750, loss_cls: 1.2753, loss: 1.2753, grad_norm: 6.9428 2021-07-14 17:22:03,143 - mmaction - INFO - Epoch [255][1360/1879] lr: 1.506e-05, eta: 0:34:47, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.7043, top5_acc: 0.8652, loss_cls: 1.2538, loss: 1.2538, grad_norm: 6.6676 2021-07-14 17:22:20,140 - mmaction - INFO - Epoch [255][1380/1879] lr: 1.506e-05, eta: 0:34:30, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6937, top5_acc: 0.8590, loss_cls: 1.2851, loss: 1.2851, grad_norm: 6.8547 2021-07-14 17:22:37,310 - mmaction - INFO - Epoch [255][1400/1879] lr: 1.506e-05, eta: 0:34:13, time: 0.861, data_time: 0.004, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8629, loss_cls: 1.2944, loss: 1.2944, grad_norm: 6.9580 2021-07-14 17:22:54,278 - mmaction - INFO - Epoch [255][1420/1879] lr: 1.506e-05, eta: 0:33:55, time: 0.848, data_time: 0.002, memory: 6454, top1_acc: 0.6941, top5_acc: 0.8668, loss_cls: 1.2610, loss: 1.2610, grad_norm: 6.8964 2021-07-14 17:23:11,202 - mmaction - INFO - Epoch [255][1440/1879] lr: 1.506e-05, eta: 0:33:38, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6848, top5_acc: 0.8551, loss_cls: 1.3174, loss: 1.3174, grad_norm: 6.8421 2021-07-14 17:23:28,281 - mmaction - INFO - Epoch [255][1460/1879] lr: 1.506e-05, eta: 0:33:20, time: 0.853, data_time: 0.002, memory: 6454, top1_acc: 0.7004, top5_acc: 0.8598, loss_cls: 1.2531, loss: 1.2531, grad_norm: 6.6978 2021-07-14 17:23:45,422 - mmaction - INFO - Epoch [255][1480/1879] lr: 1.506e-05, eta: 0:33:03, time: 0.855, data_time: 0.004, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8664, loss_cls: 1.2858, loss: 1.2858, grad_norm: 6.8439 2021-07-14 17:24:02,322 - mmaction - INFO - Epoch [255][1500/1879] lr: 1.506e-05, eta: 0:32:45, time: 0.847, data_time: 0.005, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8672, loss_cls: 1.2704, loss: 1.2704, grad_norm: 6.9134 2021-07-14 17:24:19,493 - mmaction - INFO - Epoch [255][1520/1879] lr: 1.506e-05, eta: 0:32:28, time: 0.859, data_time: 0.005, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8684, loss_cls: 1.2401, loss: 1.2401, grad_norm: 6.5947 2021-07-14 17:24:36,605 - mmaction - INFO - Epoch [255][1540/1879] lr: 1.506e-05, eta: 0:32:11, time: 0.854, data_time: 0.003, memory: 6454, top1_acc: 0.6980, top5_acc: 0.8645, loss_cls: 1.2407, loss: 1.2407, grad_norm: 6.7646 2021-07-14 17:24:53,721 - mmaction - INFO - Epoch [255][1560/1879] lr: 1.506e-05, eta: 0:31:53, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.6910, top5_acc: 0.8641, loss_cls: 1.2706, loss: 1.2706, grad_norm: 6.8054 2021-07-14 17:25:10,940 - mmaction - INFO - Epoch [255][1580/1879] lr: 1.506e-05, eta: 0:31:36, time: 0.862, data_time: 0.003, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8750, loss_cls: 1.2403, loss: 1.2403, grad_norm: 6.7753 2021-07-14 17:25:28,015 - mmaction - INFO - Epoch [255][1600/1879] lr: 1.506e-05, eta: 0:31:18, time: 0.851, data_time: 0.001, memory: 6454, top1_acc: 0.6941, top5_acc: 0.8605, loss_cls: 1.2885, loss: 1.2885, grad_norm: 6.8484 2021-07-14 17:25:44,801 - mmaction - INFO - Epoch [255][1620/1879] lr: 1.506e-05, eta: 0:31:01, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8574, loss_cls: 1.3034, loss: 1.3034, grad_norm: 6.8882 2021-07-14 17:26:01,991 - mmaction - INFO - Epoch [255][1640/1879] lr: 1.506e-05, eta: 0:30:44, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.7035, top5_acc: 0.8672, loss_cls: 1.2490, loss: 1.2490, grad_norm: 6.6266 2021-07-14 17:26:19,369 - mmaction - INFO - Epoch [255][1660/1879] lr: 1.506e-05, eta: 0:30:26, time: 0.868, data_time: 0.002, memory: 6454, top1_acc: 0.6859, top5_acc: 0.8602, loss_cls: 1.2791, loss: 1.2791, grad_norm: 6.8360 2021-07-14 17:26:36,355 - mmaction - INFO - Epoch [255][1680/1879] lr: 1.506e-05, eta: 0:30:09, time: 0.849, data_time: 0.005, memory: 6454, top1_acc: 0.6973, top5_acc: 0.8652, loss_cls: 1.2557, loss: 1.2557, grad_norm: 6.7793 2021-07-14 17:26:53,467 - mmaction - INFO - Epoch [255][1700/1879] lr: 1.506e-05, eta: 0:29:51, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6906, top5_acc: 0.8547, loss_cls: 1.3208, loss: 1.3208, grad_norm: 6.8985 2021-07-14 17:27:10,522 - mmaction - INFO - Epoch [255][1720/1879] lr: 1.506e-05, eta: 0:29:34, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8598, loss_cls: 1.3014, loss: 1.3014, grad_norm: 7.0297 2021-07-14 17:27:27,560 - mmaction - INFO - Epoch [255][1740/1879] lr: 1.506e-05, eta: 0:29:16, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6980, top5_acc: 0.8617, loss_cls: 1.2651, loss: 1.2651, grad_norm: 6.7783 2021-07-14 17:27:44,747 - mmaction - INFO - Epoch [255][1760/1879] lr: 1.506e-05, eta: 0:28:59, time: 0.860, data_time: 0.005, memory: 6454, top1_acc: 0.6906, top5_acc: 0.8684, loss_cls: 1.2677, loss: 1.2677, grad_norm: 6.7448 2021-07-14 17:28:01,740 - mmaction - INFO - Epoch [255][1780/1879] lr: 1.506e-05, eta: 0:28:42, time: 0.849, data_time: 0.002, memory: 6454, top1_acc: 0.7066, top5_acc: 0.8629, loss_cls: 1.2514, loss: 1.2514, grad_norm: 6.8556 2021-07-14 17:28:18,962 - mmaction - INFO - Epoch [255][1800/1879] lr: 1.506e-05, eta: 0:28:24, time: 0.861, data_time: 0.002, memory: 6454, top1_acc: 0.6906, top5_acc: 0.8625, loss_cls: 1.2973, loss: 1.2973, grad_norm: 6.7990 2021-07-14 17:28:35,951 - mmaction - INFO - Epoch [255][1820/1879] lr: 1.506e-05, eta: 0:28:07, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6758, top5_acc: 0.8469, loss_cls: 1.3823, loss: 1.3823, grad_norm: 7.0894 2021-07-14 17:28:53,010 - mmaction - INFO - Epoch [255][1840/1879] lr: 1.506e-05, eta: 0:27:49, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6996, top5_acc: 0.8512, loss_cls: 1.2896, loss: 1.2896, grad_norm: 6.7854 2021-07-14 17:29:10,020 - mmaction - INFO - Epoch [255][1860/1879] lr: 1.506e-05, eta: 0:27:32, time: 0.852, data_time: 0.005, memory: 6454, top1_acc: 0.6883, top5_acc: 0.8570, loss_cls: 1.3252, loss: 1.3252, grad_norm: 6.8357 2021-07-14 17:31:52,517 - mmaction - INFO - Evaluating top_k_accuracy ... 2021-07-14 17:31:53,262 - mmaction - INFO - top1_acc 0.6889 top5_acc 0.8786 2021-07-14 17:31:53,263 - mmaction - INFO - Evaluating mean_class_accuracy ... 2021-07-14 17:31:53,361 - mmaction - INFO - mean_acc 0.6888 2021-07-14 17:31:53,369 - mmaction - INFO - Epoch(val) [255][155] top1_acc: 0.6889, top5_acc: 0.8786, mean_class_accuracy: 0.6888 2021-07-14 17:33:03,347 - mmaction - INFO - Epoch [256][20/1879] lr: 3.765e-06, eta: 0:26:58, time: 3.497, data_time: 2.136, memory: 6454, top1_acc: 0.7016, top5_acc: 0.8641, loss_cls: 1.2800, loss: 1.2800, grad_norm: 6.9043 2021-07-14 17:33:19,912 - mmaction - INFO - Epoch [256][40/1879] lr: 3.765e-06, eta: 0:26:41, time: 0.829, data_time: 0.004, memory: 6454, top1_acc: 0.7012, top5_acc: 0.8645, loss_cls: 1.2661, loss: 1.2661, grad_norm: 6.7012 2021-07-14 17:33:36,560 - mmaction - INFO - Epoch [256][60/1879] lr: 3.765e-06, eta: 0:26:23, time: 0.830, data_time: 0.006, memory: 6454, top1_acc: 0.6992, top5_acc: 0.8637, loss_cls: 1.2582, loss: 1.2582, grad_norm: 6.7171 2021-07-14 17:33:53,300 - mmaction - INFO - Epoch [256][80/1879] lr: 3.765e-06, eta: 0:26:06, time: 0.840, data_time: 0.005, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8590, loss_cls: 1.3128, loss: 1.3128, grad_norm: 6.8058 2021-07-14 17:34:10,157 - mmaction - INFO - Epoch [256][100/1879] lr: 3.765e-06, eta: 0:25:49, time: 0.843, data_time: 0.005, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8621, loss_cls: 1.3034, loss: 1.3034, grad_norm: 7.1105 2021-07-14 17:34:27,060 - mmaction - INFO - Epoch [256][120/1879] lr: 3.765e-06, eta: 0:25:31, time: 0.843, data_time: 0.001, memory: 6454, top1_acc: 0.6801, top5_acc: 0.8605, loss_cls: 1.3213, loss: 1.3213, grad_norm: 7.1068 2021-07-14 17:34:43,807 - mmaction - INFO - Epoch [256][140/1879] lr: 3.765e-06, eta: 0:25:14, time: 0.835, data_time: 0.007, memory: 6454, top1_acc: 0.6875, top5_acc: 0.8594, loss_cls: 1.2829, loss: 1.2829, grad_norm: 6.8164 2021-07-14 17:35:00,744 - mmaction - INFO - Epoch [256][160/1879] lr: 3.765e-06, eta: 0:24:56, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.6820, top5_acc: 0.8617, loss_cls: 1.3048, loss: 1.3048, grad_norm: 6.8808 2021-07-14 17:35:17,725 - mmaction - INFO - Epoch [256][180/1879] lr: 3.765e-06, eta: 0:24:39, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.2688, loss: 1.2688, grad_norm: 6.7531 2021-07-14 17:35:34,689 - mmaction - INFO - Epoch [256][200/1879] lr: 3.765e-06, eta: 0:24:22, time: 0.850, data_time: 0.003, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8555, loss_cls: 1.3490, loss: 1.3490, grad_norm: 6.9248 2021-07-14 17:35:51,822 - mmaction - INFO - Epoch [256][220/1879] lr: 3.765e-06, eta: 0:24:04, time: 0.855, data_time: 0.006, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8676, loss_cls: 1.2443, loss: 1.2443, grad_norm: 6.7444 2021-07-14 17:36:08,608 - mmaction - INFO - Epoch [256][240/1879] lr: 3.765e-06, eta: 0:23:47, time: 0.841, data_time: 0.005, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8602, loss_cls: 1.2760, loss: 1.2760, grad_norm: 6.9016 2021-07-14 17:36:25,732 - mmaction - INFO - Epoch [256][260/1879] lr: 3.765e-06, eta: 0:23:29, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8629, loss_cls: 1.2682, loss: 1.2682, grad_norm: 6.7220 2021-07-14 17:36:42,735 - mmaction - INFO - Epoch [256][280/1879] lr: 3.765e-06, eta: 0:23:12, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8535, loss_cls: 1.3280, loss: 1.3280, grad_norm: 6.8260 2021-07-14 17:36:59,869 - mmaction - INFO - Epoch [256][300/1879] lr: 3.765e-06, eta: 0:22:54, time: 0.858, data_time: 0.005, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8617, loss_cls: 1.3236, loss: 1.3236, grad_norm: 6.9673 2021-07-14 17:37:17,087 - mmaction - INFO - Epoch [256][320/1879] lr: 3.765e-06, eta: 0:22:37, time: 0.857, data_time: 0.001, memory: 6454, top1_acc: 0.6949, top5_acc: 0.8613, loss_cls: 1.2849, loss: 1.2849, grad_norm: 6.7185 2021-07-14 17:37:34,152 - mmaction - INFO - Epoch [256][340/1879] lr: 3.765e-06, eta: 0:22:20, time: 0.855, data_time: 0.008, memory: 6454, top1_acc: 0.6816, top5_acc: 0.8527, loss_cls: 1.3203, loss: 1.3203, grad_norm: 6.8631 2021-07-14 17:37:51,102 - mmaction - INFO - Epoch [256][360/1879] lr: 3.765e-06, eta: 0:22:02, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.6945, top5_acc: 0.8578, loss_cls: 1.3171, loss: 1.3171, grad_norm: 6.9182 2021-07-14 17:38:08,151 - mmaction - INFO - Epoch [256][380/1879] lr: 3.765e-06, eta: 0:21:45, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6867, top5_acc: 0.8625, loss_cls: 1.3096, loss: 1.3096, grad_norm: 6.9639 2021-07-14 17:38:25,401 - mmaction - INFO - Epoch [256][400/1879] lr: 3.765e-06, eta: 0:21:27, time: 0.862, data_time: 0.006, memory: 6454, top1_acc: 0.7023, top5_acc: 0.8613, loss_cls: 1.2918, loss: 1.2918, grad_norm: 7.0304 2021-07-14 17:38:42,504 - mmaction - INFO - Epoch [256][420/1879] lr: 3.765e-06, eta: 0:21:10, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8648, loss_cls: 1.2838, loss: 1.2838, grad_norm: 6.9656 2021-07-14 17:38:59,545 - mmaction - INFO - Epoch [256][440/1879] lr: 3.765e-06, eta: 0:20:53, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6910, top5_acc: 0.8672, loss_cls: 1.2724, loss: 1.2724, grad_norm: 6.8680 2021-07-14 17:39:16,679 - mmaction - INFO - Epoch [256][460/1879] lr: 3.765e-06, eta: 0:20:35, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8648, loss_cls: 1.3141, loss: 1.3141, grad_norm: 6.9457 2021-07-14 17:39:33,526 - mmaction - INFO - Epoch [256][480/1879] lr: 3.765e-06, eta: 0:20:18, time: 0.842, data_time: 0.005, memory: 6454, top1_acc: 0.7070, top5_acc: 0.8715, loss_cls: 1.2463, loss: 1.2463, grad_norm: 6.5895 2021-07-14 17:39:50,770 - mmaction - INFO - Epoch [256][500/1879] lr: 3.765e-06, eta: 0:20:00, time: 0.863, data_time: 0.003, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8504, loss_cls: 1.3592, loss: 1.3592, grad_norm: 6.9292 2021-07-14 17:40:07,693 - mmaction - INFO - Epoch [256][520/1879] lr: 3.765e-06, eta: 0:19:43, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6937, top5_acc: 0.8629, loss_cls: 1.2957, loss: 1.2957, grad_norm: 6.8372 2021-07-14 17:40:24,649 - mmaction - INFO - Epoch [256][540/1879] lr: 3.765e-06, eta: 0:19:25, time: 0.849, data_time: 0.004, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8500, loss_cls: 1.3296, loss: 1.3296, grad_norm: 6.7925 2021-07-14 17:40:41,806 - mmaction - INFO - Epoch [256][560/1879] lr: 3.765e-06, eta: 0:19:08, time: 0.858, data_time: 0.007, memory: 6454, top1_acc: 0.7031, top5_acc: 0.8672, loss_cls: 1.2657, loss: 1.2657, grad_norm: 6.6980 2021-07-14 17:40:58,865 - mmaction - INFO - Epoch [256][580/1879] lr: 3.765e-06, eta: 0:18:51, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.6773, top5_acc: 0.8570, loss_cls: 1.3071, loss: 1.3071, grad_norm: 6.9223 2021-07-14 17:41:15,831 - mmaction - INFO - Epoch [256][600/1879] lr: 3.765e-06, eta: 0:18:33, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6992, top5_acc: 0.8648, loss_cls: 1.2661, loss: 1.2661, grad_norm: 6.7501 2021-07-14 17:41:32,897 - mmaction - INFO - Epoch [256][620/1879] lr: 3.765e-06, eta: 0:18:16, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6863, top5_acc: 0.8703, loss_cls: 1.2724, loss: 1.2724, grad_norm: 6.8981 2021-07-14 17:41:50,072 - mmaction - INFO - Epoch [256][640/1879] lr: 3.765e-06, eta: 0:17:58, time: 0.854, data_time: 0.001, memory: 6454, top1_acc: 0.7051, top5_acc: 0.8734, loss_cls: 1.2155, loss: 1.2155, grad_norm: 6.7724 2021-07-14 17:42:06,930 - mmaction - INFO - Epoch [256][660/1879] lr: 3.765e-06, eta: 0:17:41, time: 0.846, data_time: 0.007, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8594, loss_cls: 1.3112, loss: 1.3112, grad_norm: 6.7246 2021-07-14 17:42:23,800 - mmaction - INFO - Epoch [256][680/1879] lr: 3.765e-06, eta: 0:17:24, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6934, top5_acc: 0.8648, loss_cls: 1.2777, loss: 1.2777, grad_norm: 6.9701 2021-07-14 17:42:40,506 - mmaction - INFO - Epoch [256][700/1879] lr: 3.765e-06, eta: 0:17:06, time: 0.835, data_time: 0.001, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8559, loss_cls: 1.3047, loss: 1.3047, grad_norm: 6.9221 2021-07-14 17:42:57,395 - mmaction - INFO - Epoch [256][720/1879] lr: 3.765e-06, eta: 0:16:49, time: 0.843, data_time: 0.007, memory: 6454, top1_acc: 0.6914, top5_acc: 0.8539, loss_cls: 1.3127, loss: 1.3127, grad_norm: 6.8112 2021-07-14 17:43:14,022 - mmaction - INFO - Epoch [256][740/1879] lr: 3.765e-06, eta: 0:16:31, time: 0.833, data_time: 0.005, memory: 6454, top1_acc: 0.6828, top5_acc: 0.8441, loss_cls: 1.3520, loss: 1.3520, grad_norm: 6.8140 2021-07-14 17:43:31,152 - mmaction - INFO - Epoch [256][760/1879] lr: 3.765e-06, eta: 0:16:14, time: 0.853, data_time: 0.006, memory: 6454, top1_acc: 0.7066, top5_acc: 0.8637, loss_cls: 1.2702, loss: 1.2702, grad_norm: 6.7607 2021-07-14 17:43:48,485 - mmaction - INFO - Epoch [256][780/1879] lr: 3.765e-06, eta: 0:15:56, time: 0.867, data_time: 0.006, memory: 6454, top1_acc: 0.7094, top5_acc: 0.8754, loss_cls: 1.2049, loss: 1.2049, grad_norm: 6.6270 2021-07-14 17:44:05,302 - mmaction - INFO - Epoch [256][800/1879] lr: 3.765e-06, eta: 0:15:39, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6836, top5_acc: 0.8594, loss_cls: 1.3093, loss: 1.3093, grad_norm: 6.9286 2021-07-14 17:44:22,514 - mmaction - INFO - Epoch [256][820/1879] lr: 3.765e-06, eta: 0:15:22, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8664, loss_cls: 1.2903, loss: 1.2903, grad_norm: 6.8821 2021-07-14 17:44:39,292 - mmaction - INFO - Epoch [256][840/1879] lr: 3.765e-06, eta: 0:15:04, time: 0.842, data_time: 0.004, memory: 6454, top1_acc: 0.7063, top5_acc: 0.8605, loss_cls: 1.2742, loss: 1.2742, grad_norm: 6.6729 2021-07-14 17:44:56,447 - mmaction - INFO - Epoch [256][860/1879] lr: 3.765e-06, eta: 0:14:47, time: 0.856, data_time: 0.006, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8543, loss_cls: 1.3158, loss: 1.3158, grad_norm: 6.8998 2021-07-14 17:45:13,289 - mmaction - INFO - Epoch [256][880/1879] lr: 3.765e-06, eta: 0:14:29, time: 0.844, data_time: 0.004, memory: 6454, top1_acc: 0.6824, top5_acc: 0.8566, loss_cls: 1.3257, loss: 1.3257, grad_norm: 6.9744 2021-07-14 17:45:30,231 - mmaction - INFO - Epoch [256][900/1879] lr: 3.765e-06, eta: 0:14:12, time: 0.846, data_time: 0.004, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8602, loss_cls: 1.2937, loss: 1.2937, grad_norm: 6.8447 2021-07-14 17:45:47,149 - mmaction - INFO - Epoch [256][920/1879] lr: 3.765e-06, eta: 0:13:55, time: 0.845, data_time: 0.002, memory: 6454, top1_acc: 0.6984, top5_acc: 0.8621, loss_cls: 1.2513, loss: 1.2513, grad_norm: 6.9334 2021-07-14 17:46:04,069 - mmaction - INFO - Epoch [256][940/1879] lr: 3.765e-06, eta: 0:13:37, time: 0.847, data_time: 0.003, memory: 6454, top1_acc: 0.7063, top5_acc: 0.8715, loss_cls: 1.2449, loss: 1.2449, grad_norm: 6.7837 2021-07-14 17:46:21,254 - mmaction - INFO - Epoch [256][960/1879] lr: 3.765e-06, eta: 0:13:20, time: 0.859, data_time: 0.003, memory: 6454, top1_acc: 0.7027, top5_acc: 0.8719, loss_cls: 1.2391, loss: 1.2391, grad_norm: 6.7760 2021-07-14 17:46:38,025 - mmaction - INFO - Epoch [256][980/1879] lr: 3.765e-06, eta: 0:13:02, time: 0.841, data_time: 0.004, memory: 6454, top1_acc: 0.6875, top5_acc: 0.8559, loss_cls: 1.3331, loss: 1.3331, grad_norm: 6.8452 2021-07-14 17:46:55,015 - mmaction - INFO - Epoch [256][1000/1879] lr: 3.765e-06, eta: 0:12:45, time: 0.848, data_time: 0.006, memory: 6454, top1_acc: 0.6840, top5_acc: 0.8734, loss_cls: 1.2369, loss: 1.2369, grad_norm: 6.8299 2021-07-14 17:47:11,894 - mmaction - INFO - Epoch [256][1020/1879] lr: 3.765e-06, eta: 0:12:27, time: 0.844, data_time: 0.002, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8586, loss_cls: 1.2820, loss: 1.2820, grad_norm: 6.5786 2021-07-14 17:47:28,920 - mmaction - INFO - Epoch [256][1040/1879] lr: 3.765e-06, eta: 0:12:10, time: 0.851, data_time: 0.006, memory: 6454, top1_acc: 0.7039, top5_acc: 0.8547, loss_cls: 1.2609, loss: 1.2609, grad_norm: 6.4738 2021-07-14 17:47:46,067 - mmaction - INFO - Epoch [256][1060/1879] lr: 3.765e-06, eta: 0:11:53, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8699, loss_cls: 1.2735, loss: 1.2735, grad_norm: 6.8025 2021-07-14 17:48:02,946 - mmaction - INFO - Epoch [256][1080/1879] lr: 3.765e-06, eta: 0:11:35, time: 0.846, data_time: 0.007, memory: 6454, top1_acc: 0.6969, top5_acc: 0.8770, loss_cls: 1.2489, loss: 1.2489, grad_norm: 6.7834 2021-07-14 17:48:20,201 - mmaction - INFO - Epoch [256][1100/1879] lr: 3.765e-06, eta: 0:11:18, time: 0.863, data_time: 0.005, memory: 6454, top1_acc: 0.7047, top5_acc: 0.8656, loss_cls: 1.2516, loss: 1.2516, grad_norm: 6.7655 2021-07-14 17:48:37,323 - mmaction - INFO - Epoch [256][1120/1879] lr: 3.765e-06, eta: 0:11:00, time: 0.855, data_time: 0.005, memory: 6454, top1_acc: 0.7047, top5_acc: 0.8723, loss_cls: 1.2612, loss: 1.2612, grad_norm: 6.8393 2021-07-14 17:48:54,209 - mmaction - INFO - Epoch [256][1140/1879] lr: 3.765e-06, eta: 0:10:43, time: 0.845, data_time: 0.006, memory: 6454, top1_acc: 0.6996, top5_acc: 0.8602, loss_cls: 1.3037, loss: 1.3037, grad_norm: 6.8695 2021-07-14 17:49:11,238 - mmaction - INFO - Epoch [256][1160/1879] lr: 3.765e-06, eta: 0:10:26, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.7020, top5_acc: 0.8711, loss_cls: 1.2255, loss: 1.2255, grad_norm: 6.7360 2021-07-14 17:49:27,993 - mmaction - INFO - Epoch [256][1180/1879] lr: 3.765e-06, eta: 0:10:08, time: 0.837, data_time: 0.005, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8621, loss_cls: 1.3094, loss: 1.3094, grad_norm: 6.8368 2021-07-14 17:49:44,926 - mmaction - INFO - Epoch [256][1200/1879] lr: 3.765e-06, eta: 0:09:51, time: 0.848, data_time: 0.007, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8555, loss_cls: 1.2750, loss: 1.2750, grad_norm: 6.8045 2021-07-14 17:50:01,927 - mmaction - INFO - Epoch [256][1220/1879] lr: 3.765e-06, eta: 0:09:33, time: 0.852, data_time: 0.004, memory: 6454, top1_acc: 0.6898, top5_acc: 0.8633, loss_cls: 1.2847, loss: 1.2847, grad_norm: 6.8265 2021-07-14 17:50:19,081 - mmaction - INFO - Epoch [256][1240/1879] lr: 3.765e-06, eta: 0:09:16, time: 0.854, data_time: 0.002, memory: 6454, top1_acc: 0.6902, top5_acc: 0.8578, loss_cls: 1.3102, loss: 1.3102, grad_norm: 6.9601 2021-07-14 17:50:36,386 - mmaction - INFO - Epoch [256][1260/1879] lr: 3.765e-06, eta: 0:08:58, time: 0.867, data_time: 0.008, memory: 6454, top1_acc: 0.6953, top5_acc: 0.8633, loss_cls: 1.2793, loss: 1.2793, grad_norm: 6.8745 2021-07-14 17:50:53,230 - mmaction - INFO - Epoch [256][1280/1879] lr: 3.765e-06, eta: 0:08:41, time: 0.844, data_time: 0.005, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8539, loss_cls: 1.3183, loss: 1.3183, grad_norm: 6.8578 2021-07-14 17:51:10,116 - mmaction - INFO - Epoch [256][1300/1879] lr: 3.765e-06, eta: 0:08:24, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.7148, top5_acc: 0.8758, loss_cls: 1.2144, loss: 1.2144, grad_norm: 6.5732 2021-07-14 17:51:27,174 - mmaction - INFO - Epoch [256][1320/1879] lr: 3.765e-06, eta: 0:08:06, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.6734, top5_acc: 0.8613, loss_cls: 1.3490, loss: 1.3490, grad_norm: 7.1178 2021-07-14 17:51:44,243 - mmaction - INFO - Epoch [256][1340/1879] lr: 3.765e-06, eta: 0:07:49, time: 0.853, data_time: 0.001, memory: 6454, top1_acc: 0.6742, top5_acc: 0.8594, loss_cls: 1.3388, loss: 1.3388, grad_norm: 7.0225 2021-07-14 17:52:01,204 - mmaction - INFO - Epoch [256][1360/1879] lr: 3.765e-06, eta: 0:07:31, time: 0.847, data_time: 0.004, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8555, loss_cls: 1.3204, loss: 1.3204, grad_norm: 6.8855 2021-07-14 17:52:18,340 - mmaction - INFO - Epoch [256][1380/1879] lr: 3.765e-06, eta: 0:07:14, time: 0.857, data_time: 0.003, memory: 6454, top1_acc: 0.6906, top5_acc: 0.8598, loss_cls: 1.3215, loss: 1.3215, grad_norm: 6.7693 2021-07-14 17:52:35,479 - mmaction - INFO - Epoch [256][1400/1879] lr: 3.765e-06, eta: 0:06:57, time: 0.856, data_time: 0.002, memory: 6454, top1_acc: 0.6922, top5_acc: 0.8605, loss_cls: 1.3028, loss: 1.3028, grad_norm: 6.8616 2021-07-14 17:52:52,359 - mmaction - INFO - Epoch [256][1420/1879] lr: 3.765e-06, eta: 0:06:39, time: 0.844, data_time: 0.003, memory: 6454, top1_acc: 0.7078, top5_acc: 0.8750, loss_cls: 1.2292, loss: 1.2292, grad_norm: 6.7020 2021-07-14 17:53:09,382 - mmaction - INFO - Epoch [256][1440/1879] lr: 3.765e-06, eta: 0:06:22, time: 0.850, data_time: 0.005, memory: 6454, top1_acc: 0.6930, top5_acc: 0.8629, loss_cls: 1.2742, loss: 1.2742, grad_norm: 6.7215 2021-07-14 17:53:26,533 - mmaction - INFO - Epoch [256][1460/1879] lr: 3.765e-06, eta: 0:06:04, time: 0.860, data_time: 0.004, memory: 6454, top1_acc: 0.6965, top5_acc: 0.8656, loss_cls: 1.2773, loss: 1.2773, grad_norm: 6.8938 2021-07-14 17:53:43,484 - mmaction - INFO - Epoch [256][1480/1879] lr: 3.765e-06, eta: 0:05:47, time: 0.846, data_time: 0.005, memory: 6454, top1_acc: 0.6781, top5_acc: 0.8641, loss_cls: 1.3137, loss: 1.3137, grad_norm: 7.0282 2021-07-14 17:54:00,503 - mmaction - INFO - Epoch [256][1500/1879] lr: 3.765e-06, eta: 0:05:29, time: 0.853, data_time: 0.004, memory: 6454, top1_acc: 0.7012, top5_acc: 0.8668, loss_cls: 1.2543, loss: 1.2543, grad_norm: 6.7030 2021-07-14 17:54:17,589 - mmaction - INFO - Epoch [256][1520/1879] lr: 3.765e-06, eta: 0:05:12, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8578, loss_cls: 1.3146, loss: 1.3146, grad_norm: 6.8271 2021-07-14 17:54:34,134 - mmaction - INFO - Epoch [256][1540/1879] lr: 3.765e-06, eta: 0:04:55, time: 0.831, data_time: 0.005, memory: 6454, top1_acc: 0.6832, top5_acc: 0.8609, loss_cls: 1.2955, loss: 1.2955, grad_norm: 6.8337 2021-07-14 17:54:51,197 - mmaction - INFO - Epoch [256][1560/1879] lr: 3.765e-06, eta: 0:04:37, time: 0.852, data_time: 0.001, memory: 6454, top1_acc: 0.6754, top5_acc: 0.8629, loss_cls: 1.3011, loss: 1.3011, grad_norm: 6.9547 2021-07-14 17:55:08,261 - mmaction - INFO - Epoch [256][1580/1879] lr: 3.765e-06, eta: 0:04:20, time: 0.853, data_time: 0.003, memory: 6454, top1_acc: 0.6891, top5_acc: 0.8602, loss_cls: 1.3016, loss: 1.3016, grad_norm: 6.9147 2021-07-14 17:55:25,321 - mmaction - INFO - Epoch [256][1600/1879] lr: 3.765e-06, eta: 0:04:02, time: 0.853, data_time: 0.005, memory: 6454, top1_acc: 0.6977, top5_acc: 0.8574, loss_cls: 1.2846, loss: 1.2846, grad_norm: 6.7571 2021-07-14 17:55:42,333 - mmaction - INFO - Epoch [256][1620/1879] lr: 3.765e-06, eta: 0:03:45, time: 0.852, data_time: 0.003, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8660, loss_cls: 1.2697, loss: 1.2697, grad_norm: 6.8270 2021-07-14 17:55:59,442 - mmaction - INFO - Epoch [256][1640/1879] lr: 3.765e-06, eta: 0:03:28, time: 0.854, data_time: 0.004, memory: 6454, top1_acc: 0.7031, top5_acc: 0.8785, loss_cls: 1.2081, loss: 1.2081, grad_norm: 6.5764 2021-07-14 17:56:16,611 - mmaction - INFO - Epoch [256][1660/1879] lr: 3.765e-06, eta: 0:03:10, time: 0.856, data_time: 0.003, memory: 6454, top1_acc: 0.7000, top5_acc: 0.8711, loss_cls: 1.2561, loss: 1.2561, grad_norm: 6.7387 2021-07-14 17:56:33,780 - mmaction - INFO - Epoch [256][1680/1879] lr: 3.765e-06, eta: 0:02:53, time: 0.859, data_time: 0.006, memory: 6454, top1_acc: 0.6879, top5_acc: 0.8633, loss_cls: 1.2959, loss: 1.2959, grad_norm: 6.7663 2021-07-14 17:56:50,921 - mmaction - INFO - Epoch [256][1700/1879] lr: 3.765e-06, eta: 0:02:35, time: 0.859, data_time: 0.004, memory: 6454, top1_acc: 0.6918, top5_acc: 0.8613, loss_cls: 1.2536, loss: 1.2536, grad_norm: 6.6681 2021-07-14 17:57:07,650 - mmaction - INFO - Epoch [256][1720/1879] lr: 3.765e-06, eta: 0:02:18, time: 0.835, data_time: 0.004, memory: 6454, top1_acc: 0.7027, top5_acc: 0.8688, loss_cls: 1.2653, loss: 1.2653, grad_norm: 6.8324 2021-07-14 17:57:24,502 - mmaction - INFO - Epoch [256][1740/1879] lr: 3.765e-06, eta: 0:02:01, time: 0.845, data_time: 0.005, memory: 6454, top1_acc: 0.6852, top5_acc: 0.8508, loss_cls: 1.3347, loss: 1.3347, grad_norm: 6.7533 2021-07-14 17:57:41,542 - mmaction - INFO - Epoch [256][1760/1879] lr: 3.765e-06, eta: 0:01:43, time: 0.851, data_time: 0.005, memory: 6454, top1_acc: 0.7016, top5_acc: 0.8703, loss_cls: 1.2455, loss: 1.2455, grad_norm: 6.6297 2021-07-14 17:57:58,638 - mmaction - INFO - Epoch [256][1780/1879] lr: 3.765e-06, eta: 0:01:26, time: 0.857, data_time: 0.004, memory: 6454, top1_acc: 0.6934, top5_acc: 0.8668, loss_cls: 1.2680, loss: 1.2680, grad_norm: 6.9528 2021-07-14 17:58:15,665 - mmaction - INFO - Epoch [256][1800/1879] lr: 3.765e-06, eta: 0:01:08, time: 0.850, data_time: 0.004, memory: 6454, top1_acc: 0.6789, top5_acc: 0.8422, loss_cls: 1.3606, loss: 1.3606, grad_norm: 6.9836 2021-07-14 17:58:32,672 - mmaction - INFO - Epoch [256][1820/1879] lr: 3.765e-06, eta: 0:00:51, time: 0.850, data_time: 0.002, memory: 6454, top1_acc: 0.6781, top5_acc: 0.8555, loss_cls: 1.3265, loss: 1.3265, grad_norm: 6.9612 2021-07-14 17:58:49,876 - mmaction - INFO - Epoch [256][1840/1879] lr: 3.765e-06, eta: 0:00:33, time: 0.858, data_time: 0.004, memory: 6454, top1_acc: 0.7008, top5_acc: 0.8645, loss_cls: 1.2459, loss: 1.2459, grad_norm: 6.7889 2021-07-14 17:59:06,817 - mmaction - INFO - Epoch [256][1860/1879] lr: 3.765e-06, eta: 0:00:16, time: 0.850, data_time: 0.006, memory: 6454, top1_acc: 0.6957, top5_acc: 0.8617, loss_cls: 1.2935, loss: 1.2935, grad_norm: 6.9191 2021-07-14 17:59:26,725 - mmaction - INFO - Saving checkpoint at 256 epochs